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129 results on '"Loos, R.J.F."'

1. Genetic insights into resting heart rate and its role in cardiovascular disease.

Author: Vegte, Y.J. van de, Eppinga, R.N., Ende, M.Y. van der, Hagemeijer, Y.P., Mahendran, Y., Salfati, E., Smith, A.V., Tan, V.Y., Arking, D.E., Ntalla, I., Appel, E.V., Schurmann, C., Brody, J.A., Rueedi, R., Polasek, O., Sveinbjornsson, G., Lecoeur, C., Ladenvall, C., Zhao, J.H., Isaacs, A., Wang, L., Luan, Jian'an, Hwang, S.J., Mononen, N., Auro, K., Jackson, A.U., Bielak, L.F., Zeng, L., Shah, N., Nethander, M., Campbell, A., Rankinen, T., Pechlivanis, S., Qi, L., Zhao, Wei, Rizzi, F., Tanaka, T., Robino, A., Cocca, M., Lange, L., Müller-Nurasyid, M., Roselli, C., Zhang, W, Kleber, M.E., Guo, X., Lin, H.J., Pavani, F., Galesloot, T.E., Noordam, R., Milaneschi, Y., Schraut, K.E., Hoed, M. den, Degenhardt, F., Trompet, S., Berg, M.E. van den, Pistis, G., Tham, Y.C., Weiss, S., Sim, X.S., Li, H.L., Most, P.J. van der, Nolte, I.M., Lyytikäinen, L.P., Said, M.A., Witte, D.R., Iribarren, C., Launer, L., Ring, S.M., Vries, P.S. de, Sever, P., Linneberg, A., Bottinger, E.P., Padmanabhan, S., Psaty, B.M., Sotoodehnia, N., Kolcic, I., Arnar, D.O., Gudbjartsson, D.F., Holm, H., Balkau, B., Silva, C.T., Newton-Cheh, C.H., Nikus, K., Salo, P., Mohlke, K.L., Peyser, P.A., Schunkert, H., Lorentzon, M., Lahti, J., Rao, D.C., Cornelis, M.C., Faul, J.D., Smith, J.A., Stolarz-Skrzypek, K., Bandinelli, S., Concas, M.P., Sinagra, G., Meitinger, T., Waldenberger, M., Sinner, M.F., Strauch, K., Delgado, G.E., Taylor, K.D., Yao, J., Foco, L., Melander, O., Graaf, J. de, Mutsert, R. de, Geus, E.J.C. de, Johansson, Å., Joshi, P.K., Lind, L., Franke, A., Macfarlane, P.W., Tarasov, K.V., Tan, N., Felix, S.B., Tai, E.S., Quek, D.Q., Snieder, H., Ormel, J., Ingelsson, M., Lindgren, C., Morris, A.P., Raitakari, O.T., Hansen, T., Assimes, T., Gudnason, V., Timpson, N.J., Morrison, A.C., Munroe, P.B., Strachan, D.P., Grarup, N., Loos, R.J.F., Heckbert, S.R., Vollenweider, P., Hayward, C., Stefansson, K., Froguel, P., Groop, L., Wareham, N.J., Duijn, C.M. van, Feitosa, M.F., O'Donnell, C.J., Kähönen, M., Perola, M., Boehnke, M., Kardia, S.L.R., Erdmann, J., Palmer, C.N.A., Ohlsson, C., Porteous, D.J., Eriksson, J.G., Bouchard, C., Moebus, S., Kraft, P., Weir, D.R., Cusi, D., Ferrucci, L., Ulivi, S., Girotto, G., Correa, A., Kääb, S., Peters, A., Chambers, J.C., Kooner, J.S., März, W., Rotter, J.I., Hicks, A.A., Smith, J.G., Kiemeney, L.A.L.M., Mook-Kanamori, D.O., Penninx, B.W.J.H., Gyllensten, U., Wilson, J.F., Burgess, S., Sundström, J., Lieb, W., Jukema, J.W., Eijgelsheim, M., Lakatta, E.L.M., Cheng, C.Y., Dörr, M., Wong, T.Y., Sabanayagam, C., Oldehinkel, A.J., Riese, H., Lehtimäki, T., Verweij, N., Harst, P. van der, Vegte, Y.J. van de, Eppinga, R.N., Ende, M.Y. van der, Hagemeijer, Y.P., Mahendran, Y., Salfati, E., Smith, A.V., Tan, V.Y., Arking, D.E., Ntalla, I., Appel, E.V., Schurmann, C., Brody, J.A., Rueedi, R., Polasek, O., Sveinbjornsson, G., Lecoeur, C., Ladenvall, C., Zhao, J.H., Isaacs, A., Wang, L., Luan, Jian'an, Hwang, S.J., Mononen, N., Auro, K., Jackson, A.U., Bielak, L.F., Zeng, L., Shah, N., Nethander, M., Campbell, A., Rankinen, T., Pechlivanis, S., Qi, L., Zhao, Wei, Rizzi, F., Tanaka, T., Robino, A., Cocca, M., Lange, L., Müller-Nurasyid, M., Roselli, C., Zhang, W, Kleber, M.E., Guo, X., Lin, H.J., Pavani, F., Galesloot, T.E., Noordam, R., Milaneschi, Y., Schraut, K.E., Hoed, M. den, Degenhardt, F., Trompet, S., Berg, M.E. van den, Pistis, G., Tham, Y.C., Weiss, S., Sim, X.S., Li, H.L., Most, P.J. van der, Nolte, I.M., Lyytikäinen, L.P., Said, M.A., Witte, D.R., Iribarren, C., Launer, L., Ring, S.M., Vries, P.S. de, Sever, P., Linneberg, A., Bottinger, E.P., Padmanabhan, S., Psaty, B.M., Sotoodehnia, N., Kolcic, I., Arnar, D.O., Gudbjartsson, D.F., Holm, H., Balkau, B., Silva, C.T., Newton-Cheh, C.H., Nikus, K., Salo, P., Mohlke, K.L., Peyser, P.A., Schunkert, H., Lorentzon, M., Lahti, J., Rao, D.C., Cornelis, M.C., Faul, J.D., Smith, J.A., Stolarz-Skrzypek, K., Bandinelli, S., Concas, M.P., Sinagra, G., Meitinger, T., Waldenberger, M., Sinner, M.F., Strauch, K., Delgado, G.E., Taylor, K.D., Yao, J., Foco, L., Melander, O., Graaf, J. de, Mutsert, R. de, Geus, E.J.C. de, Johansson, Å., Joshi, P.K., Lind, L., Franke, A., Macfarlane, P.W., Tarasov, K.V., Tan, N., Felix, S.B., Tai, E.S., Quek, D.Q., Snieder, H., Ormel, J., Ingelsson, M., Lindgren, C., Morris, A.P., Raitakari, O.T., Hansen, T., Assimes, T., Gudnason, V., Timpson, N.J., Morrison, A.C., Munroe, P.B., Strachan, D.P., Grarup, N., Loos, R.J.F., Heckbert, S.R., Vollenweider, P., Hayward, C., Stefansson, K., Froguel, P., Groop, L., Wareham, N.J., Duijn, C.M. van, Feitosa, M.F., O'Donnell, C.J., Kähönen, M., Perola, M., Boehnke, M., Kardia, S.L.R., Erdmann, J., Palmer, C.N.A., Ohlsson, C., Porteous, D.J., Eriksson, J.G., Bouchard, C., Moebus, S., Kraft, P., Weir, D.R., Cusi, D., Ferrucci, L., Ulivi, S., Girotto, G., Correa, A., Kääb, S., Peters, A., Chambers, J.C., Kooner, J.S., März, W., Rotter, J.I., Hicks, A.A., Smith, J.G., Kiemeney, L.A.L.M., Mook-Kanamori, D.O., Penninx, B.W.J.H., Gyllensten, U., Wilson, J.F., Burgess, S., Sundström, J., Lieb, W., Jukema, J.W., Eijgelsheim, M., Lakatta, E.L.M., Cheng, C.Y., Dörr, M., Wong, T.Y., Sabanayagam, C., Oldehinkel, A.J., Riese, H., Lehtimäki, T., Verweij, N., and Harst, P. van der
Abstract: Contains fulltext : 296013.pdf (Publisher’s version ) (Open Access), Resting heart rate is associated with cardiovascular diseases and mortality in observational and Mendelian randomization studies. The aims of this study are to extend the number of resting heart rate associated genetic variants and to obtain further insights in resting heart rate biology and its clinical consequences. A genome-wide meta-analysis of 100 studies in up to 835,465 individuals reveals 493 independent genetic variants in 352 loci, including 68 genetic variants outside previously identified resting heart rate associated loci. We prioritize 670 genes and in silico annotations point to their enrichment in cardiomyocytes and provide insights in their ECG signature. Two-sample Mendelian randomization analyses indicate that higher genetically predicted resting heart rate increases risk of dilated cardiomyopathy, but decreases risk of developing atrial fibrillation, ischemic stroke, and cardio-embolic stroke. We do not find evidence for a linear or non-linear genetic association between resting heart rate and all-cause mortality in contrast to our previous Mendelian randomization study. Systematic alteration of key differences between the current and previous Mendelian randomization study indicates that the most likely cause of the discrepancy between these studies arises from false positive findings in previous one-sample MR analyses caused by weak-instrument bias at lower P-value thresholds. The results extend our understanding of resting heart rate biology and give additional insights in its role in cardiovascular disease development.
Published: 2023

2. Early-life residential green spaces and traffic exposure in association with young adult body composition: a longitudinal birth cohort study of twins

Author: Figaroa, M.N.S., Gielen, M., Casas, Lidia, Loos, R.J.F., Derom, C., Weyers, S., Nawrot, T.S., Zeegers, M.P., Bijnens, E.M., Figaroa, M. N. S., GIELEN, Marijke, Casas, L., Loos, R. J. F., Derom, C., Weyers, S., NAWROT, Tim, Zeegers, M. P., BIJNENS, Esmee, RS-Research Program Learning and Innovation for Resilient Social-Ecological Systems (LIRSS), Department of Environmental Sciences, Epidemiologie, RS: NUTRIM - R3 - Respiratory & Age-related Health, and RS: CAPHRI - R5 - Optimising Patient Care
Subjects: Parks, Health, Toxicology and Mutagenesis, Parks, Recreational, Twins, Body composition, Cohort Studies, Traffic exposure, Young Adult, MASS INDEX, Pregnancy, Green spaces, Humans, SOCIOECONOMIC-STATUS, Obesity, Prospective Studies, Biology, SURROUNDING GREENNESS, RISK, DOHaD, Public Health, Environmental and Occupational Health, AIR-POLLUTION, Chemistry, Recreational, ABDOMINAL OBESITY, PREGNANCY OUTCOMES, Female, Human medicine, HEALTH, WEIGHT, WAIST-HIP RATIO
Abstract: Background Globally, the rapid increase of obesity is reaching alarming proportions. A new approach to reduce obesity and its comorbidities involves tackling the built environment. Environmental influences seem to play an important role, but the environmental influences in early life on adult body composition have not been thoroughly investigated. This study seeks to fill the research gap by examining early-life exposure to residential green spaces and traffic exposure in association with body composition among a population of young adult twins. Methods As part of the East Flanders Prospective Twin Survey (EFPTS) cohort, this study included 332 twins. Residential addresses of the mothers at time of birth of the twins were geocoded to determine residential green spaces and traffic exposure. To capture body composition, body mass index, waist-to-hip ratio (WHR), waist circumference, skinfold thickness, leptin levels, and fat percentage were measured at adult age. Linear mixed modelling analyses were conducted to investigate early-life environmental exposures in association with body composition, while accounting for potential confounders. In addition, moderator effects of zygosity/chorionicity, sex and socio-economic status were tested. Results Each interquartile range (IQR) increase in distance to highway was found associated with an increase of 1.2% in WHR (95%CI 0.2–2.2%). For landcover of green spaces, each IQR increase was associated with 0.8% increase in WHR (95%CI 0.4–1.3%), 1.4% increase in waist circumference (95%CI 0.5–2.2%), and 2.3% increase in body fat (95%CI 0.2–4.4%). Stratified analyses by zygosity/chorionicity type indicated that in monozygotic monochorionic twins, each IQR increase in land cover of green spaces was associated with 1.3% increase in WHR (95%CI 0.5–2.1%). In monozygotic dichorionic twins, each IQR increase in land cover of green spaces was associated with 1.4% increase in waist-circumference (95%CI 0.6–2.2%). Conclusions The built environment in which mothers reside during pregnancy might play a role on body composition among young adult twins. Our study revealed that based on zygosity/chorionicity type differential effects of prenatal exposure to green spaces on body composition at adult age might exist.
Published: 2023

3. Cross-ancestry investigation of venousc genomic predictors

Author: Thibord, F., Klarin, D., Brody, J.A., Chen, M.H., Levin, M.G., Chasman, D.I., Goode, E.L., Hveem, K., Teder-Laving, M., Martinez-Perez, A., Aissi, D., Daian-Bacq, D., Ito, K., Natarajan, P., Lutsey, P.L., Nadkarni, G.N., Vries, P.S. de, Cuellar-Partida, G., Wolford, B.N., Pattee, J.W., Kooperberg, C., Braekkan, S.K., Li-Gao, R.F., Saut, N., Sept, C., Germain, M., Judy, R.L., Wiggins, K.L., Ko, D., O'Donnell, C.J., Taylor, K.D., Giulianini, F., Andrade, M. de, Nost, T.H., Boland, A., Empana, J.P., Koyama, S., Gilliland, T., R. do, Huffman, J.E., Wang, X., Zhou, W., Soria, J.M., Souto, J.C., Pankratz, N., Haessler, J., Hindberg, K., Rosendaal, F.R., Turman, C., Olaso, R., Kember, R.L., Bartz, T.M., Lynch, J.A., Heckbert, S.R., Armasu, S.M., Brumpton, B., Smadja, D.M., Jouven, X., Komuro, I., Clapham, K.R., Loos, R.J.F., Willer, C.J., Sabater-Lleal, M., Pankow, J.S., Reiner, A.P., Morelli, V.M., Ridker, P.M., Vlieg, A.V., Deleuze, J.F., Kraft, P., Rader, D.J., Lee, K.M., Psaty, B.M., Skogholt, A.H., Emmerich, J., Suchon, P., Rich, S.S., Vy, H.T., Tang, W.H., Jackson, R.D., Hansen, J.B., Morange, P.E., Kabrhel, C., Tregouet, D.A., Damrauer, S.M., Johnson, A.D., and Smith, N.L.
Subjects: meta-analysis, genome-wide association study, venous thromboembolism, genetics, venous thrombosis
Abstract: Background: Venous thromboembolism (VTE) is a life-threatening vascular event with environmental and genetic determinants. Recent VTE genome-wide association studies (GWAS) meta-analyses involved nearly 30 000 VTE cases and identified up to 40 genetic loci associated with VTE risk, including loci not previously suspected to play a role in hemostasis. The aim of our research was to expand discovery of new genetic loci associated with VTE by using cross-ancestry genomic resources. Methods: We present new cross-ancestry meta-analyzed GWAS results involving up to 81 669 VTE cases from 30 studies, with replication of novel loci in independent populations and loci characterization through in silico genomic interrogations. Results: In our genetic discovery effort that included 55 330 participants with VTE (47 822 European, 6320 African, and 1188 Hispanic ancestry), we identified 48 novel associations, of which 34 were replicated after correction for multiple testing. In our combined discovery-replication analysis (81 669 VTE participants) and ancestry-stratified meta-analyses (European, African, and Hispanic), we identified another 44 novel associations, which are new candidate VTE-associated loci requiring replication. In total, across all GWAS meta-analyses, we identified 135 independent genomic loci significantly associated with VTE risk. A genetic risk score of the significantly associated loci in Europeans identified a 6-fold increase in risk for those in the top 1% of scores compared with those with average scores. We also identified 31 novel transcript associations in transcriptome-wide association studies and 8 novel candidate genes with protein quantitative-trait locus Mendelian randomization analyses. In silico interrogations of hemostasis and hematology traits and a large phenome-wide association analysis of the 135 GWAS loci provided insights to biological pathways contributing to VTE, with some loci contributing to VTE through well-characterized coagulation pathways and others providing new data on the role of hematology traits, particularly platelet function. Many of the replicated loci are outside of known or currently hypothesized pathways to thrombosis. Conclusions: Our cross-ancestry GWAS meta-analyses identified new loci associated with VTE. These findings highlight new pathways to thrombosis and provide novel molecules that may be useful in the development of improved antithrombosis treatments.
Published: 2022

4. Genome-wide association analyses of physical activity and sedentary behavior provide insights into underlying mechanisms and roles in disease prevention

Author: Wang, Zhe, Emmerich, A., Pillon, N.J., Moore, T., Hemerich, D., Cornelis, M.C., Mazzaferro, E., Broos, S., Ahluwalia, T.S., Bartz, T.M., Bentley, A.R., Bielak, L.F., Chong, M., Chu, A.Y., Berry, D., Dorajoo, R., Dueker, N.D., Kasbohm, E., Feenstra, B., Feitosa, M.F., Gieger, C., Graff, M, Hall, L.M., Haller, T., Hartwig, F.P., Hillis, D.A., Huikari, V., Heard-Costa, N., Holzapfel, C., Jackson, A.U., Johansson, Å., Jørgensen, A.M., Kaakinen, M.A., Karlsson, R., Kerr, K.F., Kim, Boram, Koolhaas, C.M., Kutalik, Z., Lagou, V., Lind, P.A., Lorentzon, M., Lyytikäinen, L.P., Mangino, M., Metzendorf, C., Monroe, K.R., Pacolet, A., Pérusse, L., Pool, R., Richmond, R.C., Rivera, N.V., Robiou-du-Pont, S., Schraut, K.E., Schulz, C.A., Stringham, H.M., Tanaka, T., Teumer, A., Turman, C., Most, P.J. van der, Vanmunster, M., Rooij, F.J. van, Vliet-Ostaptchouk, J.V. Van, Zhang, Xiaoshuai, Zhao, J.H., Zhao, W, Balkhiyarova, Z., Balslev-Harder, M.N., Baumeister, S.E., Beilby, J., Blangero, J., Boomsma, D.I., Brage, S., Braund, P.S., Brody, J.A., Bruinenberg, M., Ekelund, U., Liu, C.T., Cole, J.W., Collins, F.S., Cupples, L.A., Esko, T., Enroth, S., Faul, J.D., Fernandez-Rhodes, L., Fohner, A.E., Franco, O.H., Galesloot, T.E., Gordon, S.D.S., Grarup, N., Hartman, C.A., Heiss, G., Hui, J., Illig, T., Jago, R., James, A., Joshi, P.K., Jung, T., Kähönen, M., Kilpeläinen, T.O., Koh, W.P., Kolcic, I., Kiemeney, L.A.L.M., Loos, R.J.F., Hoed, Marcel Den, Wang, Zhe, Emmerich, A., Pillon, N.J., Moore, T., Hemerich, D., Cornelis, M.C., Mazzaferro, E., Broos, S., Ahluwalia, T.S., Bartz, T.M., Bentley, A.R., Bielak, L.F., Chong, M., Chu, A.Y., Berry, D., Dorajoo, R., Dueker, N.D., Kasbohm, E., Feenstra, B., Feitosa, M.F., Gieger, C., Graff, M, Hall, L.M., Haller, T., Hartwig, F.P., Hillis, D.A., Huikari, V., Heard-Costa, N., Holzapfel, C., Jackson, A.U., Johansson, Å., Jørgensen, A.M., Kaakinen, M.A., Karlsson, R., Kerr, K.F., Kim, Boram, Koolhaas, C.M., Kutalik, Z., Lagou, V., Lind, P.A., Lorentzon, M., Lyytikäinen, L.P., Mangino, M., Metzendorf, C., Monroe, K.R., Pacolet, A., Pérusse, L., Pool, R., Richmond, R.C., Rivera, N.V., Robiou-du-Pont, S., Schraut, K.E., Schulz, C.A., Stringham, H.M., Tanaka, T., Teumer, A., Turman, C., Most, P.J. van der, Vanmunster, M., Rooij, F.J. van, Vliet-Ostaptchouk, J.V. Van, Zhang, Xiaoshuai, Zhao, J.H., Zhao, W, Balkhiyarova, Z., Balslev-Harder, M.N., Baumeister, S.E., Beilby, J., Blangero, J., Boomsma, D.I., Brage, S., Braund, P.S., Brody, J.A., Bruinenberg, M., Ekelund, U., Liu, C.T., Cole, J.W., Collins, F.S., Cupples, L.A., Esko, T., Enroth, S., Faul, J.D., Fernandez-Rhodes, L., Fohner, A.E., Franco, O.H., Galesloot, T.E., Gordon, S.D.S., Grarup, N., Hartman, C.A., Heiss, G., Hui, J., Illig, T., Jago, R., James, A., Joshi, P.K., Jung, T., Kähönen, M., Kilpeläinen, T.O., Koh, W.P., Kolcic, I., Kiemeney, L.A.L.M., Loos, R.J.F., and Hoed, Marcel Den
Abstract: Contains fulltext : 282313.pdf (Publisher’s version ) (Open Access), Although physical activity and sedentary behavior are moderately heritable, little is known about the mechanisms that influence these traits. Combining data for up to 703,901 individuals from 51 studies in a multi-ancestry meta-analysis of genome-wide association studies yields 99 loci that associate with self-reported moderate-to-vigorous intensity physical activity during leisure time (MVPA), leisure screen time (LST) and/or sedentary behavior at work. Loci associated with LST are enriched for genes whose expression in skeletal muscle is altered by resistance training. A missense variant in ACTN3 makes the alpha-actinin-3 filaments more flexible, resulting in lower maximal force in isolated type II(A) muscle fibers, and possibly protection from exercise-induced muscle damage. Finally, Mendelian randomization analyses show that beneficial effects of lower LST and higher MVPA on several risk factors and diseases are mediated or confounded by body mass index (BMI). Our results provide insights into physical activity mechanisms and its role in disease prevention.
Published: 2022

5. Meta-analysis uncovers genome-wide significant variants for rapid kidney function decline

Author: Gorski, M. (Mathias), Jung, B. (Bettina), Li, Y. (Yong), Matias-Garcia, P.R. (Pamela R.), Wuttke, M. (Matthias), Coassin, S. (Stefan), Thio, C.H.L. (Chris H.L.), Kleber, M.E. (Marcus E.), Winkler, T.W. (Thomas W.), Wanner, V. (Veronika), Chai, J.-F. (Jin-Fang), Chu, A.Y. (Audrey Y), Cocca, M. (Massimiliano), Feitosa, M.F. (Mary Furlan), Ghasemi, S. (Sahar), Hoppmann, A. (Anselm), Horn, K. (Katrin), Li, M. (Man), Nutile, T. (Teresa), Scholz, M. (Markus), Sieber, K.B. (Karsten B.), Teumer, A. (Alexander), Tin, A. (Adrienne), Wang, J. (Judy), Tayo, B. (Bamidele), Ahluwalia, T.S. (Tarunveer Singh), Almgren, P. (Peter), Bakker, S.J.L. (Stephan), Banas, B. (Bernhard), Bansal, N. (Nisha), Biggs, M.L. (M.), Boerwinkle, E.A. (Eric), Bottinger, E.P. (Erwin), Brenner, H. (Hermann), Carroll, R.J. (Robert J.), Chalmers, J. (John), Chee, M.-L. (Miao-Li), Chee, M.-L. (Miao-Ling), Cheng, C.-Y. (Ching-Yu), Coresh, J. (Josef), de Borst, M.H. (Martin H.), Degenhardt, F. (Frauke), Eckardt, K.-U. (Kai-Uwe), Endlich, K. (Karlhans), Franke, A. (Andre), Freitag-Wolf, S. (Sandra), Gampawar, P. (Piyush), Gansevoort, R.T. (Ron), Ghanbari, M. (Mohsen), Gieger, C. (Christian), Hamet, P. (Pavel), Ho, K. (Kevin), Hofer, E. (Edith), Holleczek, B. (B.), Xian Foo, V.H. (Valencia Hui), Hutri-Kähönen, N. (Nina), Hwang, S.-J. (Shih-Jen), Ikram, M.A. (Arfan), Josyula, N.S. (Navya Shilpa), Kähönen, M. (Mika), Khor, C.C., Koenig, W. (Wolfgang), Kramer, H. (Holly), Krämer, B.K. (Bernhard), Kuhnel, B. (Brigitte), Lange, L.A. (Leslie A.), Lehtimäki, T. (Terho), Lieb, W. (Wolfgang), Alizadeh, B.Z. (Behrooz), Boezen, H.M. (H. Marike), Franke, L. (Lude), van der Harst, P. (Pim), Matullo, G., Rots, M.G. (M.), Snieder, H. (Harold), Swertz, M. (Morris), Wolffenbuttel, B.H.R. (Bruce), Wijmenga, C. (Cisca), Abecasis, G.R. (Gonçalo), Baras, A. (Aris), Cantor, M. (Michael), Coppola, G. (Giovanni), Economides, A. (Aris), Lotta, L.A. (Luca A.), Overton, J.D. (John D.), Reid, J.G. (Jeffrey G.), Shuldiner, A. (Alan), Beechert, C. (Christina), Forsythe, C. (Caitlin), Fuller, E.D. (Erin D.), Gu, Z. (Zhenhua), Lattari, M. (Michael), Lopez, A. (Alexander), Schleicher, T.D. (Thomas D.), Padilla, M.S. (Maria Sotiropoulos), Toledo, K. (Karina), Widom, L. (Louis), Wolf, S.E. (Sarah E.), Pradhan, M. (Manasi), Manoochehri, K. (Kia), Ulloa, R.H. (Ricardo H.), Bai, X. (Xiaodong), Balasubramanian, S. (Suganthi), Barnard, L. (Leland), Blumenfeld, A. (Andrew), Eom, G. (Gisu), Habegger, L. (Lukas), Hawes, A. (Alicia), Khalid, S. (Shareef), Maxwell, E.K. (Evan K.), Salerno, W. (William), Staples, J.C. (Jeffrey C.), Jones, M.B. (Marcus B.), Mitnaul, L.J. (Lyndon), Loos, R.J.F. (Ruth J.F.), Lukas, M.A. (Mary Ann), Lyytikäinen, L.-P. (Leo-Pekka), Meisinger, C. (Christa), Meitinger, T. (Thomas), Melander, O. (Olle), Milaneschi, Y. (Yuri), Mishra, P.P. (Pashupati P.), Mononen, N. (Nina), Mychaleckyj, J.C. (Josyf), Nadkarni, G. (Girish), Nauck, M. (Matthias), Nikus, K. (Kjell), Ning, B. (Boting), Nolte, I.M. (Ilja), O'Donoghue, M.L. (Michelle L.), Orho-Melander, M. (Marju), Pendergrass, S.A. (Sarah), Penninx, B.W.J.H. (Brenda), Preuss, M. (Michael), Psaty, B.M. (Bruce M.), Raffield, L.M. (Laura M.), Raitakari, O. (Olli), Rettig, R. (Rainer), Rheinberger, M. (Myriam), Rice, K.M. (Kenneth M.), Rosenkranz, A.R. (Alexander R.), Rossing, K., Rotter, J.I. (Jerome I.), Sabanayagam, C. (Charumathi), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Schöttker, B. (Ben), Schulz, C.A. (Christina Alexandra), Sedaghat, S. (Sanaz), Shaffer, C.M. (Christian M.), Strauch, K. (Konstantin), Szymczak, S. (Silke), Taylor, K.D. (Kent D.), Tremblay, J. (Johanne), Chaker, L. (Layal), Most, P.J. (Peter) van der, Verweij, N. (Niek), Völker, U. (Uwe), Waldenberger, M. (Melanie), Wallentin, L.C. (Lars), Waterworth, D.M. (Dawn M.), White, H.D. (Harvey), Wilson, J.G. (James G.), Wong, T.-Y. (Tien-Yin), Woodward, M. (Mark), Yang, Q. (Qiong), Yasuda, M. (Masayuki), Yerges-Armstrong, L.M. (Laura), Zhang, Y. (Yan), Wanner, C. (Christoph), Böger, C.A. (Carsten), Köttgen, A. (Anna), Kronenberg, F. (Florian), Penninx, B.W.J.H., Heid, I.M. (Iris), Gorski, M. (Mathias), Jung, B. (Bettina), Li, Y. (Yong), Matias-Garcia, P.R. (Pamela R.), Wuttke, M. (Matthias), Coassin, S. (Stefan), Thio, C.H.L. (Chris H.L.), Kleber, M.E. (Marcus E.), Winkler, T.W. (Thomas W.), Wanner, V. (Veronika), Chai, J.-F. (Jin-Fang), Chu, A.Y. (Audrey Y), Cocca, M. (Massimiliano), Feitosa, M.F. (Mary Furlan), Ghasemi, S. (Sahar), Hoppmann, A. (Anselm), Horn, K. (Katrin), Li, M. (Man), Nutile, T. (Teresa), Scholz, M. (Markus), Sieber, K.B. (Karsten B.), Teumer, A. (Alexander), Tin, A. (Adrienne), Wang, J. (Judy), Tayo, B. (Bamidele), Ahluwalia, T.S. (Tarunveer Singh), Almgren, P. (Peter), Bakker, S.J.L. (Stephan), Banas, B. (Bernhard), Bansal, N. (Nisha), Biggs, M.L. (M.), Boerwinkle, E.A. (Eric), Bottinger, E.P. (Erwin), Brenner, H. (Hermann), Carroll, R.J. (Robert J.), Chalmers, J. (John), Chee, M.-L. (Miao-Li), Chee, M.-L. (Miao-Ling), Cheng, C.-Y. (Ching-Yu), Coresh, J. (Josef), de Borst, M.H. (Martin H.), Degenhardt, F. (Frauke), Eckardt, K.-U. (Kai-Uwe), Endlich, K. (Karlhans), Franke, A. (Andre), Freitag-Wolf, S. (Sandra), Gampawar, P. (Piyush), Gansevoort, R.T. (Ron), Ghanbari, M. (Mohsen), Gieger, C. (Christian), Hamet, P. (Pavel), Ho, K. (Kevin), Hofer, E. (Edith), Holleczek, B. (B.), Xian Foo, V.H. (Valencia Hui), Hutri-Kähönen, N. (Nina), Hwang, S.-J. (Shih-Jen), Ikram, M.A. (Arfan), Josyula, N.S. (Navya Shilpa), Kähönen, M. (Mika), Khor, C.C., Koenig, W. (Wolfgang), Kramer, H. (Holly), Krämer, B.K. (Bernhard), Kuhnel, B. (Brigitte), Lange, L.A. (Leslie A.), Lehtimäki, T. (Terho), Lieb, W. (Wolfgang), Alizadeh, B.Z. (Behrooz), Boezen, H.M. (H. Marike), Franke, L. (Lude), van der Harst, P. (Pim), Matullo, G., Rots, M.G. (M.), Snieder, H. (Harold), Swertz, M. (Morris), Wolffenbuttel, B.H.R. (Bruce), Wijmenga, C. (Cisca), Abecasis, G.R. (Gonçalo), Baras, A. (Aris), Cantor, M. (Michael), Coppola, G. (Giovanni), Economides, A. (Aris), Lotta, L.A. (Luca A.), Overton, J.D. (John D.), Reid, J.G. (Jeffrey G.), Shuldiner, A. (Alan), Beechert, C. (Christina), Forsythe, C. (Caitlin), Fuller, E.D. (Erin D.), Gu, Z. (Zhenhua), Lattari, M. (Michael), Lopez, A. (Alexander), Schleicher, T.D. (Thomas D.), Padilla, M.S. (Maria Sotiropoulos), Toledo, K. (Karina), Widom, L. (Louis), Wolf, S.E. (Sarah E.), Pradhan, M. (Manasi), Manoochehri, K. (Kia), Ulloa, R.H. (Ricardo H.), Bai, X. (Xiaodong), Balasubramanian, S. (Suganthi), Barnard, L. (Leland), Blumenfeld, A. (Andrew), Eom, G. (Gisu), Habegger, L. (Lukas), Hawes, A. (Alicia), Khalid, S. (Shareef), Maxwell, E.K. (Evan K.), Salerno, W. (William), Staples, J.C. (Jeffrey C.), Jones, M.B. (Marcus B.), Mitnaul, L.J. (Lyndon), Loos, R.J.F. (Ruth J.F.), Lukas, M.A. (Mary Ann), Lyytikäinen, L.-P. (Leo-Pekka), Meisinger, C. (Christa), Meitinger, T. (Thomas), Melander, O. (Olle), Milaneschi, Y. (Yuri), Mishra, P.P. (Pashupati P.), Mononen, N. (Nina), Mychaleckyj, J.C. (Josyf), Nadkarni, G. (Girish), Nauck, M. (Matthias), Nikus, K. (Kjell), Ning, B. (Boting), Nolte, I.M. (Ilja), O'Donoghue, M.L. (Michelle L.), Orho-Melander, M. (Marju), Pendergrass, S.A. (Sarah), Penninx, B.W.J.H. (Brenda), Preuss, M. (Michael), Psaty, B.M. (Bruce M.), Raffield, L.M. (Laura M.), Raitakari, O. (Olli), Rettig, R. (Rainer), Rheinberger, M. (Myriam), Rice, K.M. (Kenneth M.), Rosenkranz, A.R. (Alexander R.), Rossing, K., Rotter, J.I. (Jerome I.), Sabanayagam, C. (Charumathi), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Schöttker, B. (Ben), Schulz, C.A. (Christina Alexandra), Sedaghat, S. (Sanaz), Shaffer, C.M. (Christian M.), Strauch, K. (Konstantin), Szymczak, S. (Silke), Taylor, K.D. (Kent D.), Tremblay, J. (Johanne), Chaker, L. (Layal), Most, P.J. (Peter) van der, Verweij, N. (Niek), Völker, U. (Uwe), Waldenberger, M. (Melanie), Wallentin, L.C. (Lars), Waterworth, D.M. (Dawn M.), White, H.D. (Harvey), Wilson, J.G. (James G.), Wong, T.-Y. (Tien-Yin), Woodward, M. (Mark), Yang, Q. (Qiong), Yasuda, M. (Masayuki), Yerges-Armstrong, L.M. (Laura), Zhang, Y. (Yan), Wanner, C. (Christoph), Böger, C.A. (Carsten), Köttgen, A. (Anna), Kronenberg, F. (Florian), Penninx, B.W.J.H., and Heid, I.M. (Iris)
Abstract: Rapid decline of glomerular filtration rate estimated from creatinine (eGFRcrea) is associated with severe clinical endpoints. In contrast to cross-sectionally assessed eGFRcrea, the genetic basis for rapid eGFRcrea decline is largely unknown. To help define this, we meta-analyzed 42 genome-wide association studies from the Chronic Kidney Diseases Genetics Consortium and United Kingdom Biobank to identify genetic loci for rapid eGFRcrea decline. Two definitions of eGFRcrea decline were used: 3 mL/min/1.73m2/year or more (“Rapid3”; encompassing 34,874 cases, 107,090 controls) and eGFRcrea decline 25% or more and eGFRcrea under 60 mL/min/1.73m2 at follow-up among those with eGFRcrea 60 mL/min/1.73m2 or more at baseline (“CKDi25”; encompassing 19,901 cases, 175,244 controls). Seven independent variants were identified across six loci for Rapid3 and/or CKDi25: consisting of five variants at four loci with genome-wide significance (near UMOD-PDILT (2), PRKAG2, WDR72, OR2S2) and two variants among 265 known eGFRcrea variants (near GATM, LARP4B). All these loci were novel for Rapid3 and/or CKDi25 and our bioinformatic follow-up prioritized varia
Published: 2021
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6. Publisher Correction: Sex-dimorphic genetic effects and novel loci for fasting glucose and insulin variability (Nature Communications, (2021), 12, 1, (24), 10.1038/s41467-020-19366-9)

Author: Lagou, V. (Vasiliki), Mägi, R. (Reedik), Hottenga, J.J. (Jouke Jan), Grallert, H. (Harald), Perry, J.R.B. (John R. B.), Bouatia-Naji, N. (Nabila), Marullo, L. (Letizia), Rybin, D. (Denis), Jansen, R. (Rick), Min, J.L. (Josine L.), Dimas, A.S. (Antigone), Ulrich, A. (Anna), Zudina, L. (Liudmila), Gådin, J.R. (Jesper R.), Jiang, L. (Longda), Faggian, A. (Alessia), Bonnefond, A. (Amélie), Fadista, J. (João), Stathopoulou, M.G. (Maria G), Isaacs, A.J. (Aaron), Willems, S.M. (Sara), Navarro, P. (Pau), Tanaka, T. (Toshiko), Jackson, A.U. (Anne U.), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Bielak, L.F. (Lawrence F.), Webster, R.J. (Rebecca J.), Meitinger, T. (Thomas), Stafford, M., Pourcain, B.S. (Beate St), Timpson, N.J. (Nicholas J.), Salo, P. (Perttu), Shin, S.-Y., Amin, N. (Najaf), Smith, A.V. (Albert), Li, G. (Guo), Verweij, N. (Niek), Goel, A. (Anuj), Ford, I. (Ian), Johnson, P.C.D. (Paul C. D.), Johnson, T. (Toby), Kapur, K. (Karen), Thorleifsson, G. (Gudmar), Strawbridge, R.J. (Rona), Rasmussen-Torvik, L.J. (Laura), Esko, T. (Tõnu), Mihailov, E. (Evelin), Fall, T. (Tove), Fraser, R.M. (Ross), Mahajan, A. (Anubha), Kanoni, S. (Stavroula), Giedraitis, V. (Vilmantas), Kleber, M.E. (Marcus E.), Silbernagel, G. (Günther), Meyer, J. (Julia), Müller-Nurasyid, M. (Martina), Ganna, A. (Andrea), Sarin, A.-P., Yengo, L. (Loic), Shungin, D. (Dmitry), Luan, J. (Jian’an), Horikoshi, M. (Momoko), An, P. (Ping), Sanna, S. (Serena), Boettcher, Y. (Yvonne), Rayner, N.W. (Nigel William), Nolte, I.M. (Ilja), Zemunik, T. (Tatijana), Iperen, E. (Erik van), Kovacs, P. (Peter), Hastie, N. (Nick), Wild, S.H. (Sarah), McLachlan, S. (Stela), Campbell, S. (Susan), Polasek, O. (Ozren), Carlson, O.D. (Olga), Egan, J. (Josephine), Kieß, W. (Wieland), Willemsen, G. (Gonneke), Kuusisto, J. (Johanna), Laakso, M. (Markku), Dimitriou, M. (Maria), Hicks, A.A. (Andrew A.), Rauramaa, R. (Rainer), Bandinelli, S. (Stefania), Thorand, B. (Barbara), Liu, Y. (Yongmei), Miljkovic, I. (Iva), Kao, W.H.L. (Wen), Doney, A.S.F. (Alex), Perola, M. (Markus), Hingorani, A. (Aroon), Kivimaki, M. (Mika), Kumari, M. (Meena), Bennett, A.J. (Amanda J.), Groves, C.J. (Christopher J.), Herder, C. (Christian), Koistinen, H.A. (Heikki A.), Kinnunen, L. (Leena), Faire, U.D. (Ulf), Bakker, S.J.L. (Stephan), Uusitupa, M. (Matti), Palmer, C.N.A. (Colin N. A.), Jukema, J.W. (Jan Wouter), Sattar, N. (Naveed), Pouta, A. (Anneli), Snieder, H. (Harold), Boerwinkle, E.A. (Eric), Palmer, C.N.A. (Colin), Magnusson, P.K. (Patrik), Krus, U. (Ulrika), Scapoli, C. (Chiara), Geus, E.J.C. (Eco) de, Blüher, M. (Matthias), Wolffenbuttel, B.H.R. (Bruce), Province, M.A. (Michael A.), Abecasis, G.R. (Goncalo R.), Meigs, J.B. (James B.), Hovingh, G.K. (G. Kees), Lindström, J. (Jaana), Wilson, J.F. (James F.), Wright, A.F. (Alan F.), Dedoussis, G.V. (George), Bornstein, S.R. (Stefan), Schwarz, P.E.H. (Peter), Tönjes, A. (Anke), Winkelmann, B., Boehm, B.O. (Bernhard), März, W. (Winfried), Metspalu, A. (Andres), Price, J.F. (Jackie F.), Deloukas, P. (Panos), Körner, A. (Antje), Lakka, T.A. (Timo), Keinanen-Kiukaanniemi, S. (Sirkka), Saaristo, T. (Timo), Bergman, R.N. (Richard N.), Tuomilehto, J. (Jaakko), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Männistö, S. (Satu), Franks, P.W. (Paul W.), Hayward, C. (Caroline), Vitart, V. (Veronique), Kaprio, J. (Jaakko), Visvikis-Siest, S. (Sophie), Balkau, B. (Beverley), Altshuler, D. (David), Rudan, I. (Igor), Stumvoll, M. (Michael), Campbell, H. (Harry), Duijn, C.M. (Cornelia) van, Gieger, C. (Christian), Illig, T. (Thomas), Ferrucci, L. (Luigi), Pedersen, N.L. (Nancy), Pramstaller, P.P. (Peter Paul), Boehnke, M. (Michael), Frayling, T.M. (Timothy M.), Shuldiner, A.R. (Alan R.), Peyser, P.A. (Patricia A.), Kardia, S.L.R. (Sharon L. R.), Palmer, L.J. (Lyle J.), Penninx, B.W.J.H. (Brenda), Meneton, P. (Pierre), Harris, T.B. (Tamara), Matullo, G., Harst, P. (Pim van der), Smith, G.D. (George Davey), Forouhi, N.G. (Nita), Loos, R.J.F. (Ruth J. F.), Salomaa, V. (Veikko), Soranzo, N. (Nicole), Boomsma, D.I. (Dorret I.), Groop, L. (Leif), Tuomi, T. (Tiinamaija), Hofman, A. (Albert), Munroe, P. (Patricia), Gudnason, V. (Vilmundur), Siscovick, D.S. (David), Watkins, H. (Hugh), Lecoeur, C. (Cécile), Vollenweider, P. (Peter), Franco-Cereceda, A. (Anders), Eriksson, P. (Per), Jarvelin, M.-R. (Marjo-Riitta), Zwart, J-A. (John-Anker), Hamsten, A. (Anders), Nicholson, G. (George), Karpe, F. (Fredrik), Frants, R.R. (Rune), Lindgren, C.M. (Cecilia M.), McCarthy, M.I. (Mark I.), Froguel, P. (Philippe), Kaakinen, M.A. (Marika A.), Lyssenko, V. (Valeriya), Watanabe, R.M. (Richard), Ingelsson, E. (Erik), Sijbrands, E.J.G. (Eric), Barroso, I.E. (Inês), Morris, A.P. (Andrew), Prokopenko, I. (Inga), Lagou, V. (Vasiliki), Mägi, R. (Reedik), Hottenga, J.J. (Jouke Jan), Grallert, H. (Harald), Perry, J.R.B. (John R. B.), Bouatia-Naji, N. (Nabila), Marullo, L. (Letizia), Rybin, D. (Denis), Jansen, R. (Rick), Min, J.L. (Josine L.), Dimas, A.S. (Antigone), Ulrich, A. (Anna), Zudina, L. (Liudmila), Gådin, J.R. (Jesper R.), Jiang, L. (Longda), Faggian, A. (Alessia), Bonnefond, A. (Amélie), Fadista, J. (João), Stathopoulou, M.G. (Maria G), Isaacs, A.J. (Aaron), Willems, S.M. (Sara), Navarro, P. (Pau), Tanaka, T. (Toshiko), Jackson, A.U. (Anne U.), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Bielak, L.F. (Lawrence F.), Webster, R.J. (Rebecca J.), Meitinger, T. (Thomas), Stafford, M., Pourcain, B.S. (Beate St), Timpson, N.J. (Nicholas J.), Salo, P. (Perttu), Shin, S.-Y., Amin, N. (Najaf), Smith, A.V. (Albert), Li, G. (Guo), Verweij, N. (Niek), Goel, A. (Anuj), Ford, I. (Ian), Johnson, P.C.D. (Paul C. D.), Johnson, T. (Toby), Kapur, K. (Karen), Thorleifsson, G. (Gudmar), Strawbridge, R.J. (Rona), Rasmussen-Torvik, L.J. (Laura), Esko, T. (Tõnu), Mihailov, E. (Evelin), Fall, T. (Tove), Fraser, R.M. (Ross), Mahajan, A. (Anubha), Kanoni, S. (Stavroula), Giedraitis, V. (Vilmantas), Kleber, M.E. (Marcus E.), Silbernagel, G. (Günther), Meyer, J. (Julia), Müller-Nurasyid, M. (Martina), Ganna, A. (Andrea), Sarin, A.-P., Yengo, L. (Loic), Shungin, D. (Dmitry), Luan, J. (Jian’an), Horikoshi, M. (Momoko), An, P. (Ping), Sanna, S. (Serena), Boettcher, Y. (Yvonne), Rayner, N.W. (Nigel William), Nolte, I.M. (Ilja), Zemunik, T. (Tatijana), Iperen, E. (Erik van), Kovacs, P. (Peter), Hastie, N. (Nick), Wild, S.H. (Sarah), McLachlan, S. (Stela), Campbell, S. (Susan), Polasek, O. (Ozren), Carlson, O.D. (Olga), Egan, J. (Josephine), Kieß, W. (Wieland), Willemsen, G. (Gonneke), Kuusisto, J. (Johanna), Laakso, M. (Markku), Dimitriou, M. (Maria), Hicks, A.A. (Andrew A.), Rauramaa, R. (Rainer), Bandinelli, S. (Stefania), Thorand, B. (Barbara), Liu, Y. (Yongmei), Miljkovic, I. (Iva), Kao, W.H.L. (Wen), Doney, A.S.F. (Alex), Perola, M. (Markus), Hingorani, A. (Aroon), Kivimaki, M. (Mika), Kumari, M. (Meena), Bennett, A.J. (Amanda J.), Groves, C.J. (Christopher J.), Herder, C. (Christian), Koistinen, H.A. (Heikki A.), Kinnunen, L. (Leena), Faire, U.D. (Ulf), Bakker, S.J.L. (Stephan), Uusitupa, M. (Matti), Palmer, C.N.A. (Colin N. A.), Jukema, J.W. (Jan Wouter), Sattar, N. (Naveed), Pouta, A. (Anneli), Snieder, H. (Harold), Boerwinkle, E.A. (Eric), Palmer, C.N.A. (Colin), Magnusson, P.K. (Patrik), Krus, U. (Ulrika), Scapoli, C. (Chiara), Geus, E.J.C. (Eco) de, Blüher, M. (Matthias), Wolffenbuttel, B.H.R. (Bruce), Province, M.A. (Michael A.), Abecasis, G.R. (Goncalo R.), Meigs, J.B. (James B.), Hovingh, G.K. (G. Kees), Lindström, J. (Jaana), Wilson, J.F. (James F.), Wright, A.F. (Alan F.), Dedoussis, G.V. (George), Bornstein, S.R. (Stefan), Schwarz, P.E.H. (Peter), Tönjes, A. (Anke), Winkelmann, B., Boehm, B.O. (Bernhard), März, W. (Winfried), Metspalu, A. (Andres), Price, J.F. (Jackie F.), Deloukas, P. (Panos), Körner, A. (Antje), Lakka, T.A. (Timo), Keinanen-Kiukaanniemi, S. (Sirkka), Saaristo, T. (Timo), Bergman, R.N. (Richard N.), Tuomilehto, J. (Jaakko), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Männistö, S. (Satu), Franks, P.W. (Paul W.), Hayward, C. (Caroline), Vitart, V. (Veronique), Kaprio, J. (Jaakko), Visvikis-Siest, S. (Sophie), Balkau, B. (Beverley), Altshuler, D. (David), Rudan, I. (Igor), Stumvoll, M. (Michael), Campbell, H. (Harry), Duijn, C.M. (Cornelia) van, Gieger, C. (Christian), Illig, T. (Thomas), Ferrucci, L. (Luigi), Pedersen, N.L. (Nancy), Pramstaller, P.P. (Peter Paul), Boehnke, M. (Michael), Frayling, T.M. (Timothy M.), Shuldiner, A.R. (Alan R.), Peyser, P.A. (Patricia A.), Kardia, S.L.R. (Sharon L. R.), Palmer, L.J. (Lyle J.), Penninx, B.W.J.H. (Brenda), Meneton, P. (Pierre), Harris, T.B. (Tamara), Matullo, G., Harst, P. (Pim van der), Smith, G.D. (George Davey), Forouhi, N.G. (Nita), Loos, R.J.F. (Ruth J. F.), Salomaa, V. (Veikko), Soranzo, N. (Nicole), Boomsma, D.I. (Dorret I.), Groop, L. (Leif), Tuomi, T. (Tiinamaija), Hofman, A. (Albert), Munroe, P. (Patricia), Gudnason, V. (Vilmundur), Siscovick, D.S. (David), Watkins, H. (Hugh), Lecoeur, C. (Cécile), Vollenweider, P. (Peter), Franco-Cereceda, A. (Anders), Eriksson, P. (Per), Jarvelin, M.-R. (Marjo-Riitta), Zwart, J-A. (John-Anker), Hamsten, A. (Anders), Nicholson, G. (George), Karpe, F. (Fredrik), Frants, R.R. (Rune), Lindgren, C.M. (Cecilia M.), McCarthy, M.I. (Mark I.), Froguel, P. (Philippe), Kaakinen, M.A. (Marika A.), Lyssenko, V. (Valeriya), Watanabe, R.M. (Richard), Ingelsson, E. (Erik), Sijbrands, E.J.G. (Eric), Barroso, I.E. (Inês), Morris, A.P. (Andrew), and Prokopenko, I. (Inga)
Abstract: The original version of this Article contained an error in Fig. 2, in which panels a and b were inadvertently swapped. This has now been corrected in the PDF and HTML versions of the Article.
Published: 2021
Full Text: View/download PDF

7. Sex-dimorphic genetic effects and novel loci for fasting glucose and insulin variability

Author: Lagou, V. (Vasiliki), Mägi, R. (Reedik), Hottenga, J.J. (Jouke Jan), Grallert, H. (Harald), Perry, J.R.B. (John R. B.), Bouatia-Naji, N. (Nabila), Marullo, L. (Letizia), Rybin, D. (Denis), Jansen, R. (Rick), Min, J. (Josine), Dimas, A.S. (Antigone), Ulrich, A. (Anna), Zudina, L. (Liudmila), Gådin, J.R. (Jesper R.), Jiang, L. (Longda), Faggian, A. (Alessia), Bonnefond, A. (Amélie), Fadista, J. (João), Stathopoulou, M.G. (Maria G), Isaacs, A. (Aaron), Willems, S.M. (Sara), Navarro, P. (Pau), Tanaka, T. (Toshiko), Jackson, A.U. (Anne U.), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Bielak, L.F. (Lawrence F.), Webster, R.J. (Rebecca J.), Meitinger, T. (Thomas), Stafford, M., Pourcain, B.S. (Beate St), Timpson, N.J. (Nicholas J.), Salo, P. (Perttu), Shin, S.-Y., Amin, N. (Najaf), Smith, A.V. (Albert), Li, G. (Guo), Verweij, N. (Niek), Goel, A. (Anuj), Ford, I. (Ian), Johnson, P.C.D. (Paul C. D.), Johnson, T. (Toby), Kapur, K. (Karen), Thorleifsson, G. (Gudmar), Strawbridge, R.J. (Rona), Rasmussen-Torvik, L.J. (Laura), Esko, T. (Tõnu), Mihailov, E. (Evelin), Fall, T. (Tove), Fraser, R.M. (Ross), Mahajan, A. (Anubha), Kanoni, S. (Stavroula), Giedraitis, V. (Vilmantas), Kleber, M.E. (Marcus E.), Silbernagel, G. (Günther), Meyer, J. (Julia), Müller-Nurasyid, M. (Martina), Ganna, A. (Andrea), Sarin, A.-P., Yengo, L. (Loic), Shungin, D. (Dmitry), Luan, J. (Jian’an), Horikoshi, M. (Momoko), An, P. (Ping), Sanna, S. (Serena), Boettcher, Y. (Yvonne), Rayner, N.W. (Nigel William), Nolte, I.M. (Ilja), Zemunik, T. (Tatijana), Iperen, E. (Erik van), Kovacs, P. (Peter), Hastie, N. (Nick), Wild, S.H. (Sarah H.), McLachlan, S. (Stela), Campbell, S. (Susan), Polasek, O. (Ozren), Carlson, O.D. (Olga), Egan, J. (Josephine), Kieß, W. (Wieland), Willemsen, G. (Gonneke), Kuusisto, J. (Johanna), Laakso, M. (Markku), Dimitriou, M. (Maria), Hicks, A.A. (Andrew A.), Rauramaa, R. (Rainer), Bandinelli, S. (Stefania), Thorand, B. (Barbara), Liu, Y. (Yongmei), Miljkovic, I. (Iva), Kao, W.H.L. (Wen), Doney, A.S.F. (Alex), Perola, M. (Markus), Hingorani, A. (Aroon), Kivimaki, M. (Mika), Kumari, M. (Meena), Bennett, A.J. (Amanda J.), Groves, C.J. (Christopher J.), Herder, C. (Christian), Koistinen, H.A. (Heikki A.), Kinnunen, L. (Leena), Faire, U.D. (Ulf), Bakker, S.J.L. (Stephan), Uusitupa, M. (Matti), Palmer, C.N.A. (Colin N. A.), Jukema, J.W. (Jan Wouter), Sattar, N. (Naveed), Pouta, A. (Anneli), Snieder, H. (Harold), Boerwinkle, E.A. (Eric), Palmer, C.N.A. (Colin), Magnusson, P.K. (Patrik), Krus, U. (Ulrika), Scapoli, C. (Chiara), de Geus, E.J.C.N. (Eco J. C. N.), Blüher, M. (Matthias), Wolffenbuttel, B.H.R. (Bruce), Province, M.A. (Michael A.), Abecasis, G.R. (Goncalo R.), Meigs, J.B. (James B.), Hovingh, G.K. (G. Kees), Lindström, J. (Jaana), Wilson, J.F. (James F.), Wright, A.F. (Alan F.), Dedoussis, G.V. (George), Bornstein, S.R. (Stefan), Schwarz, P.E.H. (Peter), Tönjes, A. (Anke), Winkelmann, B., Boehm, B.O. (Bernhard O.), März, W. (Winfried), Metspalu, A. (Andres), Price, J.F. (Jackie F.), Deloukas, P. (Panos), Körner, A. (Antje), Lakka, T.A. (Timo), Keinanen-Kiukaanniemi, S. (Sirkka), Saaristo, T. (Timo), Bergman, R.N. (Richard N.), Tuomilehto, J. (Jaakko), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Männistö, S. (Satu), Franks, P.W. (Paul W.), Hayward, C. (Caroline), Vitart, V. (Veronique), Kaprio, J. (Jaakko), Visvikis-Siest, S. (Sophie), Balkau, B. (Beverley), Altshuler, D. (David), Rudan, I. (Igor), Stumvoll, M. (Michael), Campbell, H. (Harry), van Duijn, C.M. (Cornelia M.), Gieger, C. (Christian), Illig, T. (Thomas), Ferrucci, L. (Luigi), Pedersen, N.L. (Nancy L.), Pramstaller, P.P. (Peter Paul), Boehnke, M. (Michael), Frayling, T.M. (Timothy M.), Shuldiner, A.R. (Alan R.), Peyser, P.A. (Patricia A.), Kardia, S.L.R. (Sharon L. R.), Palmer, L.J. (Lyle J.), Penninx, B.W.J.H. (Brenda), Meneton, P. (Pierre), Harris, T.B. (Tamara), Navis, G. (Gerjan), Harst, P. (Pim van der), Smith, G.D. (George Davey), Forouhi, N.G. (Nita), Loos, R.J.F. (Ruth), Salomaa, V. (Veikko), Soranzo, N. (Nicole), Boomsma, D.I. (Dorret I.), Groop, L. (Leif), Tuomi, T. (Tiinamaija), Hofman, A. (Albert), Munroe, P.B. (Patricia B.), Gudnason, V. (Vilmundur), Siscovick, D.S. (David), Watkins, H. (Hugh), Lecoeur, C. (Cécile), Vollenweider, P. (Peter), Franco-Cereceda, A. (Anders), Eriksson, P. (Per), Jarvelin, M.-R. (Marjo-Riitta), Zwart, J-A. (John-Anker), Hamsten, A. (Anders), Nicholson, G. (George), Karpe, F. (Fredrik), Frants, R.R. (Rune), Lindgren, C.M. (Cecilia M.), McCarthy, M.I. (Mark I.), Froguel, P. (Philippe), Kaakinen, M.A. (Marika A.), Lyssenko, V. (Valeriya), Watanabe, R.M. (Richard), Ingelsson, E. (Erik), Sijbrands, E.J.G. (Eric), Dupuis, J. (Josée), Barroso, I.E. (Inês), Morris, A.P. (Andrew P.), Prokopenko, I. (Inga), Lagou, V. (Vasiliki), Mägi, R. (Reedik), Hottenga, J.J. (Jouke Jan), Grallert, H. (Harald), Perry, J.R.B. (John R. B.), Bouatia-Naji, N. (Nabila), Marullo, L. (Letizia), Rybin, D. (Denis), Jansen, R. (Rick), Min, J. (Josine), Dimas, A.S. (Antigone), Ulrich, A. (Anna), Zudina, L. (Liudmila), Gådin, J.R. (Jesper R.), Jiang, L. (Longda), Faggian, A. (Alessia), Bonnefond, A. (Amélie), Fadista, J. (João), Stathopoulou, M.G. (Maria G), Isaacs, A. (Aaron), Willems, S.M. (Sara), Navarro, P. (Pau), Tanaka, T. (Toshiko), Jackson, A.U. (Anne U.), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Bielak, L.F. (Lawrence F.), Webster, R.J. (Rebecca J.), Meitinger, T. (Thomas), Stafford, M., Pourcain, B.S. (Beate St), Timpson, N.J. (Nicholas J.), Salo, P. (Perttu), Shin, S.-Y., Amin, N. (Najaf), Smith, A.V. (Albert), Li, G. (Guo), Verweij, N. (Niek), Goel, A. (Anuj), Ford, I. (Ian), Johnson, P.C.D. (Paul C. D.), Johnson, T. (Toby), Kapur, K. (Karen), Thorleifsson, G. (Gudmar), Strawbridge, R.J. (Rona), Rasmussen-Torvik, L.J. (Laura), Esko, T. (Tõnu), Mihailov, E. (Evelin), Fall, T. (Tove), Fraser, R.M. (Ross), Mahajan, A. (Anubha), Kanoni, S. (Stavroula), Giedraitis, V. (Vilmantas), Kleber, M.E. (Marcus E.), Silbernagel, G. (Günther), Meyer, J. (Julia), Müller-Nurasyid, M. (Martina), Ganna, A. (Andrea), Sarin, A.-P., Yengo, L. (Loic), Shungin, D. (Dmitry), Luan, J. (Jian’an), Horikoshi, M. (Momoko), An, P. (Ping), Sanna, S. (Serena), Boettcher, Y. (Yvonne), Rayner, N.W. (Nigel William), Nolte, I.M. (Ilja), Zemunik, T. (Tatijana), Iperen, E. (Erik van), Kovacs, P. (Peter), Hastie, N. (Nick), Wild, S.H. (Sarah H.), McLachlan, S. (Stela), Campbell, S. (Susan), Polasek, O. (Ozren), Carlson, O.D. (Olga), Egan, J. (Josephine), Kieß, W. (Wieland), Willemsen, G. (Gonneke), Kuusisto, J. (Johanna), Laakso, M. (Markku), Dimitriou, M. (Maria), Hicks, A.A. (Andrew A.), Rauramaa, R. (Rainer), Bandinelli, S. (Stefania), Thorand, B. (Barbara), Liu, Y. (Yongmei), Miljkovic, I. (Iva), Kao, W.H.L. (Wen), Doney, A.S.F. (Alex), Perola, M. (Markus), Hingorani, A. (Aroon), Kivimaki, M. (Mika), Kumari, M. (Meena), Bennett, A.J. (Amanda J.), Groves, C.J. (Christopher J.), Herder, C. (Christian), Koistinen, H.A. (Heikki A.), Kinnunen, L. (Leena), Faire, U.D. (Ulf), Bakker, S.J.L. (Stephan), Uusitupa, M. (Matti), Palmer, C.N.A. (Colin N. A.), Jukema, J.W. (Jan Wouter), Sattar, N. (Naveed), Pouta, A. (Anneli), Snieder, H. (Harold), Boerwinkle, E.A. (Eric), Palmer, C.N.A. (Colin), Magnusson, P.K. (Patrik), Krus, U. (Ulrika), Scapoli, C. (Chiara), de Geus, E.J.C.N. (Eco J. C. N.), Blüher, M. (Matthias), Wolffenbuttel, B.H.R. (Bruce), Province, M.A. (Michael A.), Abecasis, G.R. (Goncalo R.), Meigs, J.B. (James B.), Hovingh, G.K. (G. Kees), Lindström, J. (Jaana), Wilson, J.F. (James F.), Wright, A.F. (Alan F.), Dedoussis, G.V. (George), Bornstein, S.R. (Stefan), Schwarz, P.E.H. (Peter), Tönjes, A. (Anke), Winkelmann, B., Boehm, B.O. (Bernhard O.), März, W. (Winfried), Metspalu, A. (Andres), Price, J.F. (Jackie F.), Deloukas, P. (Panos), Körner, A. (Antje), Lakka, T.A. (Timo), Keinanen-Kiukaanniemi, S. (Sirkka), Saaristo, T. (Timo), Bergman, R.N. (Richard N.), Tuomilehto, J. (Jaakko), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Männistö, S. (Satu), Franks, P.W. (Paul W.), Hayward, C. (Caroline), Vitart, V. (Veronique), Kaprio, J. (Jaakko), Visvikis-Siest, S. (Sophie), Balkau, B. (Beverley), Altshuler, D. (David), Rudan, I. (Igor), Stumvoll, M. (Michael), Campbell, H. (Harry), van Duijn, C.M. (Cornelia M.), Gieger, C. (Christian), Illig, T. (Thomas), Ferrucci, L. (Luigi), Pedersen, N.L. (Nancy L.), Pramstaller, P.P. (Peter Paul), Boehnke, M. (Michael), Frayling, T.M. (Timothy M.), Shuldiner, A.R. (Alan R.), Peyser, P.A. (Patricia A.), Kardia, S.L.R. (Sharon L. R.), Palmer, L.J. (Lyle J.), Penninx, B.W.J.H. (Brenda), Meneton, P. (Pierre), Harris, T.B. (Tamara), Navis, G. (Gerjan), Harst, P. (Pim van der), Smith, G.D. (George Davey), Forouhi, N.G. (Nita), Loos, R.J.F. (Ruth), Salomaa, V. (Veikko), Soranzo, N. (Nicole), Boomsma, D.I. (Dorret I.), Groop, L. (Leif), Tuomi, T. (Tiinamaija), Hofman, A. (Albert), Munroe, P.B. (Patricia B.), Gudnason, V. (Vilmundur), Siscovick, D.S. (David), Watkins, H. (Hugh), Lecoeur, C. (Cécile), Vollenweider, P. (Peter), Franco-Cereceda, A. (Anders), Eriksson, P. (Per), Jarvelin, M.-R. (Marjo-Riitta), Zwart, J-A. (John-Anker), Hamsten, A. (Anders), Nicholson, G. (George), Karpe, F. (Fredrik), Frants, R.R. (Rune), Lindgren, C.M. (Cecilia M.), McCarthy, M.I. (Mark I.), Froguel, P. (Philippe), Kaakinen, M.A. (Marika A.), Lyssenko, V. (Valeriya), Watanabe, R.M. (Richard), Ingelsson, E. (Erik), Sijbrands, E.J.G. (Eric), Dupuis, J. (Josée), Barroso, I.E. (Inês), Morris, A.P. (Andrew P.), and Prokopenko, I. (Inga)
Abstract: Differences between sexes contribute to variation in the levels of fasting glucose and insulin. Epidemiological studies established a higher prevalence of impaired fasting glucose in men and impaired glucose tolerance in women, however, the genetic component underlying this phenomenon is not established. We assess sex-dimorphic (73,089/50,404 women and 67,506/47,806 men) and sex-combined (151,188/105,056 individuals) fasting glucose/fasting insulin genetic effects via genome-wide association study meta-analyses in individuals of European descent without diabetes. Here we report sex dimorphism in allelic effects on fasting insulin at IRS1 and ZNF12 loci, the latter showing higher RNA expression in whole blood in women compared to men. We also observe sex-homogeneous effects on fasting glucose at seven novel loci. Fasting insulin in women shows stronger genetic correlations than in men with waist-to-hip ratio and anorexia nervosa. Furthermore, waist-to-hip ratio is causally related to insulin resistance in women, but not in men. These results position dissection of metabolic and glycemic health sex dimorphism as a steppingstone for understanding differences in genetic effects between women and men in related phenotypes.
Published: 2021
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8. A longitudinal study of eating behaviours in childhood and later eating disorder behaviours and diagnoses

Author: Micali, N., Bulik, C.M., Loos, R.J.F., Ferreira, D.S., Abdulkadir, M., Herle, M., Bryant-Waugh, R., Stavola, B.D., and Hübel, C.
Subjects: digestive, oral, and skin physiology
Abstract: Background Eating behaviours in childhood are considered as risk factors for eating disorder behaviours and diagnoses in adolescence. However, few longitudinal studies have examined this association. Aims We investigated associations between childhood eating behaviours during the first ten years of life and eating disorder behaviours (binge eating, purging, fasting and excessive exercise) and diagnoses (anorexia nervosa, binge eating disorder, purging disorder and bulimia nervosa) at 16 years. Method Data on 4760 participants from the Avon Longitudinal Study of Parents and Children were included. Longitudinal trajectories of parent-rated childhood eating behaviours (8 time points, 1.3-9 years) were derived by latent class growth analyses. Eating disorder diagnoses were derived from self-reported, parent-reported and objectively measured anthropometric data at age 16 years. We estimated associations between childhood eating behaviours and eating disorder behaviours and diagnoses, using multivariable logistic regression models. Results Childhood overeating was associated with increased risk of adolescent binge eating (risk difference, 7%; 95% CI 2 to 12) and binge eating disorder (risk difference, 1%; 95% CI 0.2 to 3). Persistent undereating was associated with higher anorexia nervosa risk in adolescent girls only (risk difference, 6%; 95% CI, 0 to 12). Persistent fussy eating was associated with greater anorexia nervosa risk (risk difference, 2%; 95% CI 0 to 4).Conclusions Our results suggest continuities of eating behaviours into eating disorders from early life to adolescence. It remains to be determined whether childhood eating behaviours are an early manifestation of a specific phenotype or whether the mechanisms underlying this continuity are more complex. Findings have the potential to inform preventative strategies for eating disorders.
Published: 2020
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9. The Polygenic and Monogenic Basis of Blood Traits and Diseases

Author: Vuckovic, D. (Dragana), Bao, E.L. (Erik L.), Akbari, P. (Parsa), Lareau, C.A. (Caleb A.), Mousas, A. (Abdou), Jiang, T. (Tao), Chen, M.-H. (Ming-Huei), Raffield, L.M. (Laura M.), Tardaguila, M. (Manuel), Huffman, J.E. (Jennifer E.), Ritchie, S.C. (Scott C.), Megy, K. (Karyn), Ponstingl, H. (Hannes), Penkett, C.J. (Christopher J.), Albers, P.K. (Patrick K.), Wigdor, E.M. (Emilie M.), Sakaue, S. (Saori), Moscati, A. (Arden), Manansala, R. (Regina), Lo, K.S., Qian, H. (Huijun), Akiyama, M. (Masato), Bartz, T.M. (Traci M.), Ben-Shlomo, Y. (Yoav), Beswick, A. (Andrew), Bork-Jensen, J. (Jette), Bottinger, E.P. (Erwin), Brody, J.A. (Jennifer A.), Rooij, F.J.A. (Frank) van, Chitrala, K.N. (Kumaraswamy N.), Wilson, P.W.F. (Peter W.F.), Choquet, H. (Hélène), Danesh, J. (John), Angelantonio, E. (Emanuele) di, Dimou, N. (Niki), Ding, J. (Jingzhong), Elliott, P. (Paul), Esko, T. (Tõnu), Evans, M.K. (Michele), Felix, S.B. (Stephan Burkhard), Floyd, J.S. (James S.), Broer, L. (Linda), Grarup, N. (Niels), Guo, M.H. (Michael H.), Guo, Q. (Qi), Greinacher, A. (Andreas), Haessler, J. (Jeff), Hansen, T. (Torben), Howson, J.M.M. (Joanna M.M.), Huang, W. (Wei), Jorgenson, E. (Eric), Kacprowski, T. (Tim), Kähönen, M. (Mika), Kamatani, Y. (Yoichiro), Kanai, M. (Masahiro), Karthikeyan, S. (Savita), Koskeridis, F. (Fotios), Lange, L.A. (Leslie A.), Lehtimäki, T. (Terho), Linneberg, A. (Allan), Liu, Y. (YongMei), Lyytikäinen, L.-P. (Leo-Pekka), Manichaikul, A. (Ani), Matsuda, K. (Koichi), Mohlke, K.L. (Karen L.), Mononen, N. (Nina), Murakami, Y. (Yoshinori), Nadkarni, G. (Girish), Nikus, K. (Kjell), Pankratz, V.S. (Shane), Pedersen, O. (Oluf), Preuss, M. (Michael), Psaty, B.M. (Bruce), Raitakari, O. (Olli), Rich, S.S. (Stephen), Rodriguez, B.A.T. (Benjamin A.T.), Rosen, J.D. (Jonathan D.), Rotter, J.I. (Jerome I.), Schubert, P. (Petra), Spracklen, C.N. (Cassandra N.), Surendran, P. (Praveen), Tang, H. (Hua), Tardif, J.-C. (Jean-Claude), Ghanbari, M. (Mohsen), Völker, U. (Uwe), Völzke, H. (Henry), Watkins, N.A. (Nicholas A.), Weiss, S. (Stefan), Cai, N. (Na), Kundu, K. (Kousik), Watt, S.B. (Stephen B.), Walter, K. (Klaudia), Zonderman, A.B. (Alan B.), Cho, K. (Kelly), Li, Y. (Yun), Loos, R.J.F. (Ruth), Knight, J.C. (Julian), Georges, M. (Michel), Stegle, O. (Oliver), Evangelou, E. (Evangelos), Okada, Y. (Yukinori), Roberts, D.J. (David J.), Inouye, M. (Michael), Johnson, A.D. (Andrew), Auer, P.L. (Paul L.), Astle, W.J. (William J.), Reiner, A.P. (Alexander P.), Butterworth, A.S. (Adam S.), Ouwehand, W.H. (Willem), Lettre, G. (Guillaume), Sankaran, V.G. (Vijay G.), Soranzo, N. (Nicole), Vuckovic, D. (Dragana), Bao, E.L. (Erik L.), Akbari, P. (Parsa), Lareau, C.A. (Caleb A.), Mousas, A. (Abdou), Jiang, T. (Tao), Chen, M.-H. (Ming-Huei), Raffield, L.M. (Laura M.), Tardaguila, M. (Manuel), Huffman, J.E. (Jennifer E.), Ritchie, S.C. (Scott C.), Megy, K. (Karyn), Ponstingl, H. (Hannes), Penkett, C.J. (Christopher J.), Albers, P.K. (Patrick K.), Wigdor, E.M. (Emilie M.), Sakaue, S. (Saori), Moscati, A. (Arden), Manansala, R. (Regina), Lo, K.S., Qian, H. (Huijun), Akiyama, M. (Masato), Bartz, T.M. (Traci M.), Ben-Shlomo, Y. (Yoav), Beswick, A. (Andrew), Bork-Jensen, J. (Jette), Bottinger, E.P. (Erwin), Brody, J.A. (Jennifer A.), Rooij, F.J.A. (Frank) van, Chitrala, K.N. (Kumaraswamy N.), Wilson, P.W.F. (Peter W.F.), Choquet, H. (Hélène), Danesh, J. (John), Angelantonio, E. (Emanuele) di, Dimou, N. (Niki), Ding, J. (Jingzhong), Elliott, P. (Paul), Esko, T. (Tõnu), Evans, M.K. (Michele), Felix, S.B. (Stephan Burkhard), Floyd, J.S. (James S.), Broer, L. (Linda), Grarup, N. (Niels), Guo, M.H. (Michael H.), Guo, Q. (Qi), Greinacher, A. (Andreas), Haessler, J. (Jeff), Hansen, T. (Torben), Howson, J.M.M. (Joanna M.M.), Huang, W. (Wei), Jorgenson, E. (Eric), Kacprowski, T. (Tim), Kähönen, M. (Mika), Kamatani, Y. (Yoichiro), Kanai, M. (Masahiro), Karthikeyan, S. (Savita), Koskeridis, F. (Fotios), Lange, L.A. (Leslie A.), Lehtimäki, T. (Terho), Linneberg, A. (Allan), Liu, Y. (YongMei), Lyytikäinen, L.-P. (Leo-Pekka), Manichaikul, A. (Ani), Matsuda, K. (Koichi), Mohlke, K.L. (Karen L.), Mononen, N. (Nina), Murakami, Y. (Yoshinori), Nadkarni, G. (Girish), Nikus, K. (Kjell), Pankratz, V.S. (Shane), Pedersen, O. (Oluf), Preuss, M. (Michael), Psaty, B.M. (Bruce), Raitakari, O. (Olli), Rich, S.S. (Stephen), Rodriguez, B.A.T. (Benjamin A.T.), Rosen, J.D. (Jonathan D.), Rotter, J.I. (Jerome I.), Schubert, P. (Petra), Spracklen, C.N. (Cassandra N.), Surendran, P. (Praveen), Tang, H. (Hua), Tardif, J.-C. (Jean-Claude), Ghanbari, M. (Mohsen), Völker, U. (Uwe), Völzke, H. (Henry), Watkins, N.A. (Nicholas A.), Weiss, S. (Stefan), Cai, N. (Na), Kundu, K. (Kousik), Watt, S.B. (Stephen B.), Walter, K. (Klaudia), Zonderman, A.B. (Alan B.), Cho, K. (Kelly), Li, Y. (Yun), Loos, R.J.F. (Ruth), Knight, J.C. (Julian), Georges, M. (Michel), Stegle, O. (Oliver), Evangelou, E. (Evangelos), Okada, Y. (Yukinori), Roberts, D.J. (David J.), Inouye, M. (Michael), Johnson, A.D. (Andrew), Auer, P.L. (Paul L.), Astle, W.J. (William J.), Reiner, A.P. (Alexander P.), Butterworth, A.S. (Adam S.), Ouwehand, W.H. (Willem), Lettre, G. (Guillaume), Sankaran, V.G. (Vijay G.), and Soranzo, N. (Nicole)
Abstract: Blood cells play essential roles in human health, underpinning physiological processes such as immunity, oxygen transport, and clotting, which when perturbed cause a significant global health burden. Here we integrate data from UK Biobank and a large-scale international collaborative effort, including data for 563,085 European ancestry participants, and discover 5,106 new genetic variants independently associated with 29 blood cell phenotypes covering a range of variation impacting hematopoiesis. We holistically characterize the genetic architecture of hematopoiesis, assess the relevance of the omnigenic model to blood cell phenotypes, delineate relevant hematopoietic cell states influenced by regulatory genetic variants and gene networks, identify novel splice-altering variants mediating the associations, and assess the polygenic prediction potential for blood traits and clinical disorders at the interface of complex and Mendelian genetics. These results show the power of large-scale blood cell trait GWAS to interrogate clinically meaningful variants across a wide allelic spectrum of human variation. Analysis of blood cell traits in the UK Biobank and other cohorts illuminates the full genetic architecture of hematopoietic phenotypes, with evidence supporting the omnigenic model for complex traits and linking polygenic burden with monogenic blood diseases.
Published: 2020
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10. Smoking-by-genotype interaction in type 2 diabetes risk and fasting glucose

Author: Wu, P. (Peitao), Rybin, D. (Denis), Bielak, L.F. (Lawrence F.), Feitosa, M.F. (Mary Furlan), Franceschini, N. (Nora), Li, Y. (Yize), Lu, Y. (Yingchang), Marten, J. (Jonathan), Musani, S.K. (Solomon K.), Noordam, R. (Raymond), Raghavan, S. (Sridharan), Rose, L.M. (Lynda M.), Schwander, K., Smith, A.V. (Albert V.), Tajuddin, S.M. (Salman M.), Vojinović, D. (Dina), Amin, N. (Najaf), Arnett, D.K. (Donna K.), Bottinger, E.P. (Erwin), Demirkan, A. (Ayşe), Sijbrands, E.J.G. (Eric), Ghanbari, M. (Mohsen), Harris, T.B. (Tamara B.), Launer, L.J. (Lenore), Liu, J. (Jingmin), Liu, J. (Jun), Mook-Kanamori, D.O. (Dennis O.), Murray, A.D. (Alison D.), Nalls, M.A. (Michael), Peyser, P.A. (Patricia A.), Uitterlinden, A.G. (André), Voortman, R.G. (Trudy), Bouchard, C. (Claude), Chasman, D.I. (Daniel), Correa, D.D., Mutsert, R. (Reneé) de, Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Hayward, C. (Caroline), Kao, L. (Linda), Kardia, S.L.R. (Sharon), Kooperberg, C. (Charles), Loos, R.J.F. (Ruth), Province, M.M. (Michael M.), Rankinen, T. (Tuomo), Allison, M.A. (Matthew), Jarvelin, M.-R. (Marjo-Riitta), Rotter, J.I. (Jerome I.), Siscovick, D. (David), Smith, B.H. (Blair), Duijn, C.M. (Cornelia) van, Zonderman, A.B. (Alan B.), Rao, D.C. (D. C.), Wilson, J.F. (James), Dupuis, J. (Josée), Meigs, J.B. (James), Liu, C.-T. (Ching-Ti), Vassy, J.L. (Jason L.), Wu, P. (Peitao), Rybin, D. (Denis), Bielak, L.F. (Lawrence F.), Feitosa, M.F. (Mary Furlan), Franceschini, N. (Nora), Li, Y. (Yize), Lu, Y. (Yingchang), Marten, J. (Jonathan), Musani, S.K. (Solomon K.), Noordam, R. (Raymond), Raghavan, S. (Sridharan), Rose, L.M. (Lynda M.), Schwander, K., Smith, A.V. (Albert V.), Tajuddin, S.M. (Salman M.), Vojinović, D. (Dina), Amin, N. (Najaf), Arnett, D.K. (Donna K.), Bottinger, E.P. (Erwin), Demirkan, A. (Ayşe), Sijbrands, E.J.G. (Eric), Ghanbari, M. (Mohsen), Harris, T.B. (Tamara B.), Launer, L.J. (Lenore), Liu, J. (Jingmin), Liu, J. (Jun), Mook-Kanamori, D.O. (Dennis O.), Murray, A.D. (Alison D.), Nalls, M.A. (Michael), Peyser, P.A. (Patricia A.), Uitterlinden, A.G. (André), Voortman, R.G. (Trudy), Bouchard, C. (Claude), Chasman, D.I. (Daniel), Correa, D.D., Mutsert, R. (Reneé) de, Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Hayward, C. (Caroline), Kao, L. (Linda), Kardia, S.L.R. (Sharon), Kooperberg, C. (Charles), Loos, R.J.F. (Ruth), Province, M.M. (Michael M.), Rankinen, T. (Tuomo), Allison, M.A. (Matthew), Jarvelin, M.-R. (Marjo-Riitta), Rotter, J.I. (Jerome I.), Siscovick, D. (David), Smith, B.H. (Blair), Duijn, C.M. (Cornelia) van, Zonderman, A.B. (Alan B.), Rao, D.C. (D. C.), Wilson, J.F. (James), Dupuis, J. (Josée), Meigs, J.B. (James), Liu, C.-T. (Ching-Ti), and Vassy, J.L. (Jason L.)
Abstract: Smoking is a potentially causal behavioral risk factor for type 2 diabetes (T2D), but not all smokers develop T2D. It is unknown whether genetic factors partially explain this variation. We performed genome-environment-wide interaction studies to identify loci exhibiting potential interaction with baseline smoking status (ever vs. never) on incident T2D and fasting glucose (FG). Analyses were performed in participants of European (EA) and African ancestry (AA) separately. Discovery analyses were conducted using genotype data from the 50,000-single-nucleotide polymorphism (SNP) ITMAT-Broad-CARe (IBC) array in 5 cohorts from from the Candidate Gene Association Resource Consortium (n = 23,189). Replication was performed in up to 16 studies from the Cohorts for Heart Aging Research in Genomic Epidemiology Consortium (n = 74,584). In meta-analysis of discovery and replication estimates, 5 SNPs met at least one criterion for potential interaction with smoking on incident T2D at p<1x10-7 (adjusted for multiple hypothesis-testing with the IBC array). Two SNPs had significant joint effects in the overall model and significant main effects only in one smoking stratum: rs140637 (FBN1) in AA individuals had a significant main effect only among smokers, and rs1444261 (closest gene C2orf63) in EA individuals had a significant main effect only among nonsmokers. Three additional SNPs were identified as having potential interaction by exhibiting a significant main effects only in smokers: rs1801232 (CUBN) in AA individuals, rs12243326 (TCF7L2) in EA individuals, and rs4132670 (TCF7L2) in EA individuals. No SNP met significance for potential interaction with smoking on baseline FG. The identification of these loci provides evidence for genetic interactions with smoking exposure that may explain some of the heterogeneity in the association between smoking and T2D.
Published: 2020
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11. Multi-ancestry GWAS of the electrocardiographic PR interval identifies 202 loci underlying cardiac conduction

Author: Ntalla, I. (Ioanna), Weng, L.-C., Cartwright, J.H. (James H.), Hall, A.W. (Amelia Weber), Sveinbjornsson, G. (Gardar), Tucker, N.R. (Nathan R.), Choi, S.H. (Seung Hoan), Chaffin, M.D. (Mark D.), Roselli, C. (Carolina), Barnes, M.J. (Michael), Mifsud, B. (Borbala), Warren, H.R. (Helen R.), Hayward, C. (Caroline), Marten, J. (Jonathan), Cranley, J.J. (James J.), Concas, M.P. (Maria Pina), Gasparini, P. (Paolo), Boutin, T. (Thibaud), Kolcic, I. (Ivana), Polasek, O. (Ozren), Rudan, I. (Igor), Araujo, N.M. (Nathalia M.), Lima-Costa, M.F. (Maria Fernanda), Ribeiro, A.L. (Antonio), Souza, R.P. (Renan P.), Tarazona-Santos, E. (Eduardo), Giedraitis, V. (Vilmantas), Ingelsson, E. (Erik), Mahajan, A. (Anubha), Morris, A.P. (Andrew), Del Greco M, F. (Fabiola), Foco, L. (Luisa), Gögele, M. (Martin), Hicks, A.A. (Andrew A.), Cook, J.P. (James P.), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Sundström, J. (Johan), Nelson, C.P. (Christopher P.), Riaz, M.B. (Muhammad B.), Samani, N.J. (Nilesh), Sinagra, G. (Gianfranco), Ulivi, S. (Shelia), Kähönen, M. (Mika), Mishra, P.P. (Pashupati P.), Mononen, N. (Nina), Nikus, K. (Kjell), Caulfield, M. (Mark), Dominiczak, A. (Anna), Padmanabhan, S. (Sandosh), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Ryan, K. (Kathleen), Shuldiner, A.R. (Alan R.), Aeschbacher, S. (Stefanie), Conen, D. (David), Risch, L. (Lorenz), Thériault, S. (Sébastien), Hutri-Kähönen, N. (Nina), Lehtimäki, T. (Terho), Lyytikäinen, L.-P. (Leo-Pekka), Raitakari, O. (Olli), Barnes, C.L.K. (Catriona L. K.), Campbell, H. (Harry), Joshi, P.K. (Peter), Wilson, J.F. (James), Isaacs, A.J. (Aaron), Kors, J.A. (Jan), Duijn, C.M. (Cornelia) van, Huang, P.L. (Paul L.), Gudnason, V. (Vilmundur), Harris, T.B. (Tamara B.), Launer, L.J. (Lenore), Smith, A.V. (Albert), Bottinger, E.P. (Erwin), Loos, R.J.F. (Ruth), Nadkarni, G. (Girish), Preuss, M. (Michael), Correa, D.D., Mei, H. (Hao), Meitinger, T. (Thomas), Müller-Nurasyid, M. (Martina), Peters, A. (Annette), Waldenberger, M. (Melanie), Mangino, M. (Massimo), Spector, T.D. (Timothy), Rienstra, S.A., van de Vegte, Y.J. (Yordi J.), Harst, P. (Pim) van der, Verweij, N. (Niek), Kääb, S. (Stefan), Schramm, K. (Katharina), Sinner, M.F. (Moritz), Strauch, K. (Konstantin), Cutler, M.J. (Michael J.), Fatkin, D. (Diane), London, B. (Barry), Olesen, M.S. (Morten S.), Roden, D.M. (Dan M.), Benjamin Shoemaker, M. (M.), Gustav Smith, J. (J.), Biggs, M.L. (M.), Bis, J.C. (Joshua), Brody, J.A. (Jennifer A.), Psaty, B.M. (Bruce), Rice, K.M. (Kenneth), Sotoodehnia, N. (Nona), Grandi, A. (Alessandro) de, Fuchsberger, C. (Christian), Penninx, B.W.J.H., Pramstaller, P.P. (Peter Paul), Ford, I. (Ian), Jukema, J.W. (Jan Wouter), Macfarlane, P.W. (Peter W.), Trompet, S. (Stella), Dörr, M. (Marcus), Felix, S.B. (Stephan B.), Völker, U. (Uwe), Weiss, S. (Stefan), Havulinna, A.S. (Aki), Jula, A. (Antti), Sääksjärvi, K. (K.), Salomaa, V. (Veikko), Guo, X. (Xiuqing), Heckbert, S.R. (Susan), Lin, H.J. (Henry J.), Rotter, J.I. (Jerome I.), Taylor, K.D. (Kent), Yao, J. (Jie), Mutsert, R. (Reneé) de, Maan, A.C. (Arie C.), Mook-Kanamori, D.O. (Dennis O.), Noordam, R. (Raymond), Cucca, F. (Francesco), Ding, J. (Jun), Lakatta, E. (Edward), Qian, Y. (Yong), Tarasov, K.V. (Kirill V.), Levy, D. (Daniel), Lin, H. (Honghuang), Newton-Cheh, C. (Christopher), Lunetta, K.L. (Kathryn), Murray, A.D. (Alison D.), Porteous, D.J. (David J.), Smith, B.H. (Blair), Stricker, B.H.Ch. (Bruno), Uitterlinden, A.G. (André), Berg, M.E. (Marten) van den, Haessler, J. (Jeff), Jackson, R.D. (Rebecca), Kooperberg, C. (Charles), Peters, U. (Ulrike), Reiner, A.P. (Alexander P.), Whitsel, E.A. (Eric), Alonso, A. (Alvaro), Arking, D.E. (Dan E.), Boerwinkle, E.A. (Eric), Ehret, G.B. (Georg B.), Soliman, E.Z. (Elsayed Z.), Avery, C.L., Gogarten, S.M., Kerr, K.F. (Kathleen), Laurie, C.C. (Cathy C.), Seyerle, A.A. (Amanda A.), Stilp, A. (Adrienne), Assa, S. (Solmaz), Abdullah Said, M. (M.), Yldau van der Ende, M. (M.), Lambiase, P.D. (Pier), Orini, M. (Michele), Ramirez, J. (Julia), Van Duijvenboden, S. (Stefan), Arnar, D.O. (David O.), Gudbjartsson, D.F. (Daniel), Holm, H. (Hilma), Sulem, P. (Patrick), Thorleifsson, G. (Gudmar), Thorolfsdottir, R.B. (Rosa B.), Thorsteinsdottir, U. (Unnur), Benjamin, E.J. (Emelia J.), Tinker, A. (Andrew), Zwart, J-A. (John-Anker), Ellinor, P.T. (Patrick), Jamshidi, Y. (Yalda), Lubitz, S.A. (Steven), Munroe, P. (Patricia), Ntalla, I. (Ioanna), Weng, L.-C., Cartwright, J.H. (James H.), Hall, A.W. (Amelia Weber), Sveinbjornsson, G. (Gardar), Tucker, N.R. (Nathan R.), Choi, S.H. (Seung Hoan), Chaffin, M.D. (Mark D.), Roselli, C. (Carolina), Barnes, M.J. (Michael), Mifsud, B. (Borbala), Warren, H.R. (Helen R.), Hayward, C. (Caroline), Marten, J. (Jonathan), Cranley, J.J. (James J.), Concas, M.P. (Maria Pina), Gasparini, P. (Paolo), Boutin, T. (Thibaud), Kolcic, I. (Ivana), Polasek, O. (Ozren), Rudan, I. (Igor), Araujo, N.M. (Nathalia M.), Lima-Costa, M.F. (Maria Fernanda), Ribeiro, A.L. (Antonio), Souza, R.P. (Renan P.), Tarazona-Santos, E. (Eduardo), Giedraitis, V. (Vilmantas), Ingelsson, E. (Erik), Mahajan, A. (Anubha), Morris, A.P. (Andrew), Del Greco M, F. (Fabiola), Foco, L. (Luisa), Gögele, M. (Martin), Hicks, A.A. (Andrew A.), Cook, J.P. (James P.), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Sundström, J. (Johan), Nelson, C.P. (Christopher P.), Riaz, M.B. (Muhammad B.), Samani, N.J. (Nilesh), Sinagra, G. (Gianfranco), Ulivi, S. (Shelia), Kähönen, M. (Mika), Mishra, P.P. (Pashupati P.), Mononen, N. (Nina), Nikus, K. (Kjell), Caulfield, M. (Mark), Dominiczak, A. (Anna), Padmanabhan, S. (Sandosh), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Ryan, K. (Kathleen), Shuldiner, A.R. (Alan R.), Aeschbacher, S. (Stefanie), Conen, D. (David), Risch, L. (Lorenz), Thériault, S. (Sébastien), Hutri-Kähönen, N. (Nina), Lehtimäki, T. (Terho), Lyytikäinen, L.-P. (Leo-Pekka), Raitakari, O. (Olli), Barnes, C.L.K. (Catriona L. K.), Campbell, H. (Harry), Joshi, P.K. (Peter), Wilson, J.F. (James), Isaacs, A.J. (Aaron), Kors, J.A. (Jan), Duijn, C.M. (Cornelia) van, Huang, P.L. (Paul L.), Gudnason, V. (Vilmundur), Harris, T.B. (Tamara B.), Launer, L.J. (Lenore), Smith, A.V. (Albert), Bottinger, E.P. (Erwin), Loos, R.J.F. (Ruth), Nadkarni, G. (Girish), Preuss, M. (Michael), Correa, D.D., Mei, H. (Hao), Meitinger, T. (Thomas), Müller-Nurasyid, M. (Martina), Peters, A. (Annette), Waldenberger, M. (Melanie), Mangino, M. (Massimo), Spector, T.D. (Timothy), Rienstra, S.A., van de Vegte, Y.J. (Yordi J.), Harst, P. (Pim) van der, Verweij, N. (Niek), Kääb, S. (Stefan), Schramm, K. (Katharina), Sinner, M.F. (Moritz), Strauch, K. (Konstantin), Cutler, M.J. (Michael J.), Fatkin, D. (Diane), London, B. (Barry), Olesen, M.S. (Morten S.), Roden, D.M. (Dan M.), Benjamin Shoemaker, M. (M.), Gustav Smith, J. (J.), Biggs, M.L. (M.), Bis, J.C. (Joshua), Brody, J.A. (Jennifer A.), Psaty, B.M. (Bruce), Rice, K.M. (Kenneth), Sotoodehnia, N. (Nona), Grandi, A. (Alessandro) de, Fuchsberger, C. (Christian), Penninx, B.W.J.H., Pramstaller, P.P. (Peter Paul), Ford, I. (Ian), Jukema, J.W. (Jan Wouter), Macfarlane, P.W. (Peter W.), Trompet, S. (Stella), Dörr, M. (Marcus), Felix, S.B. (Stephan B.), Völker, U. (Uwe), Weiss, S. (Stefan), Havulinna, A.S. (Aki), Jula, A. (Antti), Sääksjärvi, K. (K.), Salomaa, V. (Veikko), Guo, X. (Xiuqing), Heckbert, S.R. (Susan), Lin, H.J. (Henry J.), Rotter, J.I. (Jerome I.), Taylor, K.D. (Kent), Yao, J. (Jie), Mutsert, R. (Reneé) de, Maan, A.C. (Arie C.), Mook-Kanamori, D.O. (Dennis O.), Noordam, R. (Raymond), Cucca, F. (Francesco), Ding, J. (Jun), Lakatta, E. (Edward), Qian, Y. (Yong), Tarasov, K.V. (Kirill V.), Levy, D. (Daniel), Lin, H. (Honghuang), Newton-Cheh, C. (Christopher), Lunetta, K.L. (Kathryn), Murray, A.D. (Alison D.), Porteous, D.J. (David J.), Smith, B.H. (Blair), Stricker, B.H.Ch. (Bruno), Uitterlinden, A.G. (André), Berg, M.E. (Marten) van den, Haessler, J. (Jeff), Jackson, R.D. (Rebecca), Kooperberg, C. (Charles), Peters, U. (Ulrike), Reiner, A.P. (Alexander P.), Whitsel, E.A. (Eric), Alonso, A. (Alvaro), Arking, D.E. (Dan E.), Boerwinkle, E.A. (Eric), Ehret, G.B. (Georg B.), Soliman, E.Z. (Elsayed Z.), Avery, C.L., Gogarten, S.M., Kerr, K.F. (Kathleen), Laurie, C.C. (Cathy C.), Seyerle, A.A. (Amanda A.), Stilp, A. (Adrienne), Assa, S. (Solmaz), Abdullah Said, M. (M.), Yldau van der Ende, M. (M.), Lambiase, P.D. (Pier), Orini, M. (Michele), Ramirez, J. (Julia), Van Duijvenboden, S. (Stefan), Arnar, D.O. (David O.), Gudbjartsson, D.F. (Daniel), Holm, H. (Hilma), Sulem, P. (Patrick), Thorleifsson, G. (Gudmar), Thorolfsdottir, R.B. (Rosa B.), Thorsteinsdottir, U. (Unnur), Benjamin, E.J. (Emelia J.), Tinker, A. (Andrew), Zwart, J-A. (John-Anker), Ellinor, P.T. (Patrick), Jamshidi, Y. (Yalda), Lubitz, S.A. (Steven), and Munroe, P. (Patricia)
Abstract: The electrocardiographic PR interval reflects atrioventricular conduction, and is associated with conduction abnormalities, pacemaker implantation, atrial fibrillation (AF), and cardiovascular mortality. Here we report a multi-ancestry (N = 293,051) genome-wide association meta-analysis for the PR interval, discovering 202 loci of which 141 have not previously been reported. Variants at identified loci increase the percentage of heritability explained, from 33.5% to 62.6%. We observe enrichment for cardiac muscle developmental/contractile and cytoskeletal genes, highlighting key regulation processes for atrioventricular conduction. Additionally, 8 loci not previously reported harbor genes underlying inherited arrhythmic syndromes and/or cardiomyopathies suggesting a role for these genes in cardiovascular pathology in the general population. We show that polygenic predisposition to PR interval duration is an endophenotype for cardiovascular disease, including distal conduc
Published: 2020
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12. Obesity: Genetic Factors

Author: Loos, R.J.F., primary
Published: 2013
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13. Use of >100,000 NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium whole genome sequences improves imputation quality and detection of rare variant associations in admixed African and Hispanic/Latino populations

Author: Cai, J., NHLBI Trans-Omics for Precision Medicine (TOPMed) Consortium, Qian, H., Montgomery, C., Kelly, T.N., Cho, M.H., Weiss, S.T., Loos, R.J.F., Johnson, A.D., de Vries, P.S., Li, Y., Becker, L.C., Peralta, J.M., Wiggins, K.L., Bowden, D.W., Lasky-Su, J.A., Buyske, S., Shan, Y., Moon, J.-Y., Jorgenson, E., Cushman, M., Tiwari, H.K., Kooperberg, C., Faraday, N., Tapia, A.L., TOPMed Hematology & Hemostasis Working Group, Thornton, T.A., Choquet, H., Barnes, K.C., Bis, J.C., Hodonsky, C.J., Mathias, R.A., Wang, T., Taylor, K.D., He, J., Kaplan, R., Gupta, N., Lubitz, S.A., Smith, N.L., Daya, M., Rich, S.S., Peyser, P.A., Palmer, N.D., Silverman, E.K., Arnett, D.K., Choi, S.H., Cupples, L. A., Reiner, A.P., Argos, M., Boerwinkle, E., Hou, Z., Auer, P.L., Bien, S.A., Hidalgo, B., Ellinor, P.T., Heckbert, S.R., Gabriel, S., Tracy, R.P., Avery, C., Yanek, L.R., Raffield, L.M., Papanicolaou, G.J., Fornage, M., Z��llner, S., Graff, M., Wilson, J.G., Smith, J.A., Weng, L.-C., Morrison, A.C., Rosen, J.D., Irvin, M.R., North, K.E., Kardia, S.L.R., Pankratz, N., Rotter, J.I., Blangero, J., McHugh, C.P., Jain, D., Kowalski, M.H., and Ganesh, S.K.
Abstract: Most genome-wide association and fine-mapping studies to date have been conducted in individuals of European descent, and genetic studies of populations of Hispanic/Latino and African ancestry are limited. In addition, these populations have more complex linkage disequilibrium structure. In order to better define the genetic architecture of these understudied populations, we leveraged >100,000 phased sequences available from deep-coverage whole genome sequencing through the multi-ethnic NHLBI Trans-Omics for Precision Medicine (TOPMed) program to impute genotypes into admixed African and Hispanic/Latino samples with genome-wide genotyping array data. We demonstrated that using TOPMed sequencing data as the imputation reference panel improves genotype imputation quality in these populations, which subsequently enhanced gene-mapping power for complex traits. For rare variants with minor allele frequency (MAF) < 0.5%, we observed a 2.3- to 6.1-fold increase in the number of well-imputed variants, with 11-34% improvement in average imputation quality, compared to the state-of-the-art 1000 Genomes Project Phase 3 and Haplotype Reference Consortium reference panels. Impressively, even for extremely rare variants with minor allele count 86%. Subsequent association analyses of TOPMed reference panel-imputed genotype data with hematological traits (hemoglobin (HGB), hematocrit (HCT), and white blood cell count (WBC)) in ~21,600 African-ancestry and ~21,700 Hispanic/Latino individuals identified associations with two rare variants in the HBB gene (rs33930165 with higher WBC [p = 8.8x10-15] in African populations, rs11549407 with lower HGB [p = 1.5x10-12] and HCT [p = 8.8x10-10] in Hispanics/Latinos). By comparison, neither variant would have been genome-wide significant if either 1000 Genomes Project Phase 3 or Haplotype Reference Consortium reference panels had been used for imputation. Our findings highlight the utility of the TOPMed imputation reference panel for identification of novel rare variant associations not previously detected in similarly sized genome-wide studies of under-represented African and Hispanic/Latino populations.
Published: 2019
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14. Associations of Mitochondrial and Nuclear Mitochondrial Variants and Genes with Seven Metabolic Traits

Author: Harris, S.E., Corley, J., Wojczynski, M.K., Nauck, M., Levy, D., Gu, C., Sorensen, T.I.A., Noordam, R., Guo, X., Hill, W.D., Chen, Y.-D.I., Liu, C., Yao, J., Kraja, A.T., Daw, E.W., Irvin, M.R., Christensen, C., Newman, A.B., Hansen, T., Hudson, G., Zeng, D., Wu, H., Uitterlinden, A.G., Wareham, N.J., Perls, T.T., Grarup, N., Broeckel, U., Luan, J., Fu, M., Hemani, G., de Mutsert, R., Lin, S.J., Wilson, J.G., Jorgensen, M.E., Witte, D.R., Have, C.T., Ribel-Madsen, R., Wang, Y., Love-Gregory, L.D., Bowden, D.W., Province, M.A., Rotter, J.I., Taylor, A.M., Hunt, S.C., Thyagarajan, B., Goodarzi, M.O., Ridker, P.M., Torp-Pedersen, C., Ligthart, S., Starr, J.M., Feitosa, M.F., Arnett, D.K., de Haan, H.G., Jorgensen, T., Weeke, P.E., Graff, M., de las Fuentes, L., Justice, A.E., Hayward, C., Kerrison, N.D., Pedersen, O., Bonnelykke, K., Perry, J.A., Fetterman, J.L., Hai, Y., Malik, A.N., Vestergaard, H., Cropp, C.D., Ryan, K.A., Christensen, K., The Population Sciences Branch, NHLBI/NIH, Armasu, S.M., Langenberg, C., Forouhi, N.G., Yang, W., Teumer, A., Rodriguez, S., Kardia, S.L.R., Qi, Q., Becker, D.M., Baranski, T.J., Yanek, L.R., Rao, D.C., Fernandez, E.P., Lin, K.-H., Li-Gao, R., Sofer, T., Nohr, E.A., Larson, N.B., Sheu, W.H.-H., Elliott, P., An, P., Schnurr, T.M., Gu, Z., Taylor, K.D., Davies, G., Kilpelainen, T.O., Lee, W.-J., Patki, A., Barve, R.A., Brandslund, I., Sandow, K., Weiss, S., Wang, L., Stergiakouli, E., Mathias, R.A., Ghanbari, M., Tiwari, H.K., Rivadeneira, F., Davila-Roman, V.G., de Andrade, M., North, K.E., Richardson, T.G., Horta, B.L., Bielinski, S.J., Linneberg, A., Young, K., Argos, M., Dehghan, A., Chasman, D.I., Mook-Kanamori, D.O., Vaidya, D., Petersmann, A., Scott, R.A., Meigs, J.B., Ahluwalia, T.S., Gao, H., Rosendaal, F.R., Chakravarti, A., van Heemst, D., Cox, S.R., Williams, C., Pankow, J., Giulianini, F., Weir, B.S., Jonsson, A.E., Hartwig, F.P., Rohde, R., Ikram, M.A., Homuth, G., Lee, J.H., Deary, I.J., Erzurumluoglu, A.M., Chu, A.Y., Emery, L.S., Franco, O.H., Ong, K.K., Arking, D.E., Loos, R.J.F., Tzoulaki, I., Pattie, A., Timpson, N.J., and Turner, S.T.
Abstract: Mitochondria (MT), the major site of cellular energy production, are under dual genetic control by 37 mitochondrial DNA (mtDNA) genes and numerous nuclear genes (MT-nDNA). In the CHARGEmtDNA+ Consortium, we studied genetic associations of mtDNA and MT-nDNA associations with body mass index (BMI), waist-hip-ratio (WHR), glucose, insulin, HOMA-B, HOMA-IR, and HbA1c. This 45-cohort collaboration comprised 70,775 (insulin) to 170,202 (BMI) pan-ancestry individuals. Validation and imputation of mtDNA variants was followed by single-variant and gene-based association testing. We report two significant common variants, one in MT-ATP6 associated (p ≤ 5E−04) with WHR and one in the D-loop with glucose. Five rare variants in MT-ATP6, MT-ND5, and MT-ND6 associated with BMI, WHR, or insulin. Gene-based meta-analysis identified MT-ND3 associated with BMI (p ≤ 1E−03). We considered 2,282 MT-nDNA candidate gene associations compiled from online summary results for our traits (20 unique studies with 31 dataset consortia's genome-wide associations [GWASs]). Of these, 109 genes associated (p ≤ 1E−06) with at least 1 of our 7 traits. We assessed regulatory features of variants in the 109 genes, cis- and trans-gene expression regulation, and performed enrichment and protein-protein interactions analyses. Of the identified mtDNA and MT-nDNA genes, 79 associated with adipose measures, 49 with glucose/insulin, 13 with risk for type 2 diabetes, and 18 with cardiovascular disease, indicating for pleiotropic effects with health implications. Additionally, 21 genes related to cholesterol, suggesting additional important roles for the genes identified. Our results suggest that mtDNA and MT-nDNA genes and variants reported make important contributions to glucose and insulin metabolism, adipocyte regulation, diabetes, and cardiovascular disease.
Published: 2019
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15. Associations of autozygosity with a broad range of human phenotypes

Author: Clark, D.W. (David W), Okada, Y. (Yukinori), Moore, K.H.S. (Kristjan H S), Mason, D. (Dan), Pirastu, N. (Nicola), Gandin, I. (Ilaria), Mattsson, H. (Hannele), Barnes, C.L.K. (Catriona L K), Lin, K. (Kuang), Zhao, J.H. (Jing Hua), Deelen, P. (Patrick), Rohde, R. (Rebecca), Schurmann, C. (Claudia), Guo, X. (Xiuqing), Giulianini, F. (Franco), Zhang, W. (Weihua), Medina-Gomez, M.C. (Carolina), Karlsson, R. (Robert), Bao, Y. (Yanchun), Bartz, T.M. (Traci M), Baumbach, C. (Clemens), Biino, G. (Ginevra), Bixley, M.J. (Matthew J), Brumat, M. (Marco), Chai, J.-F. (Jin-Fang), Corre, T. (Tanguy), Cousminer, D.L. (Diana), Dekker, A.M. (Annelot M), Eccles, D.A. (David A), Eijk, K.R. (Kristel) van, Fuchsberger, C. (Christian), Gao, H. (He), Germain, M. (Marine), Gordon, S.D. (Scott D.), de Haan, H.G. (Hugoline G), Harris, S.E. (Sarah), Hofer, E. (Edith), Huerta-Chagoya, A. (Alicia), Igartua, C. (Catherine), Jansen, I. (Iris), Jia, Y. (Yucheng), Kacprowski, T. (Tim), Karlsson, T. (Torgny), Kleber, M.E. (Marcus), Li, S.A. (Shengchao Alfred), Li-Gao, R. (Ruifang), Mahajan, A. (Anubha), Matsuda, K. (Koichi), Meidtner, K. (Karina), Meng, W. (Weihua), Montasser, M.E. (May E.), Most, P.J. (Peter) van der, Munz, M. (Matthias), Nutile, T. (Teresa), Palviainen, T. (Teemu), Prasad, G. (Gauri), Prasad, R.B. (Rashmi B), Priyanka, T.D.S. (Tallapragada Divya Sri), Rizzi, F. (Federica), Salvi, E. (Erika), Sapkota, B.R. (Bishwa R), Shriner, D. (Daniel), Skotte, L. (Line), Smart, M.C. (Melissa C), Smith, A.V. (Albert), Spek, A. (Ashley) van der, Spracklen, C.N. (Cassandra N), Strawbridge, R.J. (Rona), Tajuddin, S.M. (Salman M), Trompet, S. (Stella), Turman, C. (Constance), Verweij, N. (Niek), Viberti, C. (Clara), Wang, L. (Lihua), Warren, H. (Helen), Wootton, R.E. (Robyn E), Yanek, L.R. (Lisa), Yao, J. (Jie), Yousri, N.A. (Noha A), Zhao, W. (Wei), Adeyemo, A.A. (Adebowale A), Afaq, S. (Saima), Aguilar-Salinas, C.A. (Carlos Alberto), Akiyama, M. (Masato), Albert, M.L. (Matthew L), Allison, M.A. (Matthew A), Alver, M. (Maris), Aung, T. (Tin), Azizi, J. (Joshan), Bentley, A.R. (Amy), Boeing, H. (Heiner), Boerwinkle, E.A. (Eric), Borja, J.B. (Judith B), Borst, G.J. (Gert) de, Bottinger, E.P. (Erwin), Broer, L. (Linda), Campbell, H. (Harry), Chanock, S.J. (Stephen), Chee, M.-L. (Miao-Li), Chen, G. (Guanjie), Chen, Y.-D.I. (Yii-Der I), Chen, Z. (Zhengming), Chiu, Y.-F. (Yen-Feng), Cocca, M. (Massimiliano), Collins, F.S. (Francis), Concas, M.P. (Maria Pina), Corley, J. (Janie), Cugliari, G. (Giovanni), Dam, R.M. (Rob) van, Damulina, A. (Anna), Daneshpour, M.S. (Maryam S), Day, F.R. (Felix), Delgado, G., Dhana, K. (Klodian), Doney, A.S.F. (Alex), Dörr, M. (Marcus), Doumatey, A. (Ayo), Dzimiri, N. (Nduna), Ebenesersdóttir, S.S. (S Sunna), Elliott, J. (Joshua), Elliott, P. (Paul), Ewert, R. (Ralf), Felix, J.F. (Janine), Fischer, K. (Krista), Freedman, B.I. (Barry), Girotto, S., Goel, A. (Anuj), Gögele, M. (Martin), Goodarzi, M. (Mark), Graff, M.J. (Maud J.L.), Granot-Hershkovitz, E. (Einat), Grodstein, F. (Francine), Guarrera, S. (Simonetta), Gudbjartsson, D.F. (Daniel), Guity, K. (Kamran), Gunnarsson, B. (Bjarni), Guo, Y. (Yu), Hagenaars, S.P. (Saskia P), Haiman, C.A. (Christopher), Halevy, A. (Avner), Harris, T.B. (Tamara B), Hedayati, M. (Mehdi), Heel, D.A. (David) van, Hirata, M. (Makoto), Höfer, I. (Imo), Hsiung, C.A. (Chao Agnes), Huang, J. (Jinyan), Hung, Y.-J. (Yi-Jen), Ikram, M.A. (Arfan), Jagadeesan, A. (Anuradha), Jousilahti, P. (Pekka), Kamatani, Y. (Yoichiro), Kanai, M. (Masahiro), Kerrison, N.D. (Nicola D), Kessler, T. (Thorsten), Khaw, K.-T. (Kay-Tee), Khor, C.C., Kleijn, D.P.V. (Dominique) de, Koh, W.-P. (Woon-Puay), Kolcic, I. (Ivana), Kraft, P. (Peter), Krämer, B.K. (Bernhard), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lawlor, D.A. (Debbie), Lee, I.-T. (I-Te), Lee, W.-J. (Wen-Jane), Lerch, M. (M.), Li, L. (Liming), Liu, J. (Jianjun), Loh, M. (Marie), London, S.J. (Stephanie J), Loomis, S.J. (Stephanie J.), Lu, Y. (Yingchang), Luan, J. (Jian’an), Mägi, R. (Reedik), Manichaikul, A.W. (Ani W), Manunta, P. (Paolo), Masson, G. (Gisli), Matoba, N. (Nana), Mei, X.W. (Xue W), Meisinger, C. (Christa), Meitinger, T. (Thomas), Mezzavilla, M. (Massimo), Milani, L. (Lili), Millwood, I.Y. (Iona), Momozawa, Y. (Yukihide), Moore, A. (Amy), Morange, P.-E. (P.), Moreno-Macías, H. (Hortensia), Mori, T.A. (Trevor A), Morrison, A.C. (Alanna), Muka, T. (Taulant), Murakami, Y. (Yoshinori), Murray, A.D. (Alison D), Mutsert, R. (Reneé) de, Mychaleckyj, J.C. (Josyf), Nalls, M.A. (Michael), Nauck, M. (Matthias), Neville, M.J. (Matthew), Nolte, I.M. (Ilja), Ong, K.K. (Ken K), Orozco, L. (Lorena), Padmanabhan, S. (Sandosh), Pálsson, G. (Gunnar), Palmer, C.N.A. (Colin), Penninx, B.W.J.H., Pattie, A. (Alison), Polasek, O. (Ozren), Poulter, N.R. (Neil), Pramstaller, P.P. (Peter P), Quintana-Murci, L. (Lluis), Räikkönen, K. (Katri), Ralhan, S. (Sarju), Rao, D.C. (Dabeeru C), Rheenen, W. (Wouter) van, Rich, S.S. (Stephen), Ridker, P.M. (Paul M), Rietveld, C.A. (Cornelius A), Robino, A. (Antonietta), Rooij, F.J.A. (Frank) van, Ruggiero, D., Saba, Y. (Yasaman), Sabanayagam, C. (Charumathi), Sabater-Lleal, M. (Maria), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sandow, K. (Kevin), Schmidt, H. (Helena), Scott, L.J. (Laura J), Scott, W.R. (William R), Sedaghati-Khayat, B. (Bahareh), Sennblad, B. (Bengt), Setten, J. (Jessica) van, Sever, P.J. (Peter J), Sheu, W.H.-H. (Wayne H-H), Shi, Y. (Yuan), Shrestha, S. (Smeeta), Shukla, S.R. (Sharvari Rahul), Sigurdsson, J.K. (Jon K), Sikka, T.T. (Timo Tonis), Singh, J.R. (Jai Rup), Smith, B.H. (Blair), Stancáková, A. (Alena), Stanton, A. (Alice), Starr, J.M. (John), Stefansdottir, L. (Lilja), Straker, L. (Leon), Sulem, P. (Patrick), Sveinbjornsson, G. (Gardar), Swertz, M.A. (Morris A), Taylor, A.M. (Adele M), Taylor, K.D. (Kent), Terzikhan, N. (Natalie), Tham, Y.-C. (Yih-Chung), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Tillander, A. (Annika), Tracy, R.P. (Russell), Tusié-Luna, T. (Teresa), Tzoulaki, I., Vaccargiu, S. (Simona), Vangipurapu, J. (Jagadish), Veldink, J.H. (Jan), Vitart, V. (Veronique), Völker, U. (Uwe), Vuoksimaa, E. (Eero), Wakil, S.M. (Salma M), Waldenberger, M. (Melanie), Wander, G.S. (Gurpreet S), Wang, Y.X. (Ya Xing), Wareham, N.J. (Nick), Wild, S.H. (Sarah), Yajnik, C.S. (Chittaranjan S), Yuan, J.-M. (Jian-Min), Zeng, L. (Lingyao), Zhang, L. (Liang), Zhou, J. (Jie), Amin, N. (Najaf), Asselbergs, F.W. (Folkert), Bakker, S.J.L. (Stephan), Becker, D.M. (Diane), Lehne, B. (Benjamin), Bennett, D.A. (David), Berg, L.H. (Leonard) van den, Berndt, S.I. (Sonja), Bharadwaj, D. (Dwaipayan), Bielak, L.F. (Lawrence F.), Bochud, M. (Murielle), Boehnke, M. (Michael), Bouchard, C. (Claude), Bradfield, J.P. (Jonathan), Brody, J.A. (Jennifer A), Campbell, A. (Archie), Carmi, S. (Shai), Caulfield, M. (Mark), Cesarini, D. (David), Chambers, J.C. (John C), Chandak, G.R. (Giriraj), Cheng, C.-Y. (Ching-Yu), Ciullo, M. (Marina), Warrington, N.M. (Nicole), Cusi, D. (Daniele), Smith, G.D. (George Davey), Deary, I.J. (Ian J), Dorajoo, R. (Rajkumar), Duijn, C.M. (Cornelia) van, Ellinghaus, D. (David), Erdmann, J. (Jeanette), Hagen, K. (Knut), Evangelou, E. (Evangelos), Evans, M.K. (Michele), Faul, J.D. (Jessica D), Feenstra, B. (Bjarke), Feitosa, M.F. (Mary Furlan), Foisy, S. (Sylvain), Franke, A. (Andre), Friedlander, Y. (Yechiel), Gasparini, P. (Paolo), Gieger, C. (Christian), Gonzalez, C. (Clicerio), Goyette, P. (Philippe), Grant, S.F.A. (Struan), Griffiths, L.R. (Lyn R), Groop, L. (Leif), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hakonarson, H. (Hakon), Hamsten, A. (Anders), Harst, P. (Pim) van der, Heng, C.K. (Chew-Kiat), Hicks, A.A. (Andrew A), Hochner, H., Huikuri, H.V. (Heikki), Hunt, S.C. (Steven), Jaddoe, V.W.V. (Vincent), De Jager, P., Johannesson, M. (Magnus), Johansson, A. (Åsa), Jonas, J.B. (Jost B), Jukema, J.W. (Jan Wouter), Junttila, M.J. (Juhani), Kaprio, J. (Jaakko), Kardia, S.L.R. (Sharon), Karpe, F. (Fredrik), Kumari, M. (Meena), Laakso, M. (Markku), van der Laan, S.W. (Sander W), Lahti, J. (Jari), Laudes, M. (Matthias), Lea, R.A. (Rodney A), Lieb, W. (Wolfgang), Lumley, T. (Thomas), Martin, N.G. (Nicholas), Ye, S. (Shu), Matullo, G., McCarthy, M.I. (Mark), Medland, S.E. (Sarah), Merriman, A., Metspalu, A. (Andres), Meyer, B.F. (Brian F), Mohlke, K.L. (Karen L), Montgomery, G.W. (Grant), Mook-Kanamori, D. (Dennis), Munroe, P. (Patricia), North, K.E. (Kari), Nyholt, D.R. (Dale), O’connell, J.R. (Jeffery R), Ober, C. (Carole), Oldehinkel, A.J. (Albertine), Palmas, W. (Walter), Pasterkamp, G.G. (Gerard G), Patin, E. (Etienne), Pennell, C.E. (Craig), Perusse, L. (Louis), Peyser, P.A. (Patricia A.), Pirastu, M. (Mario), Polderman, T.J.C. (Tinca), Porteous, D.J. (David J.), Posthuma, D. (Danielle), Psaty, B.M. (Bruce M), Rioux, J.D. (John), Rivadeneira, F. (Fernando), Rotimi, C. (Charles), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruijter, H.M. (Hester ) den, Sanghera, D.K. (Dharambir K), Sattar, N. (Naveed), Schmidt, R. (Reinhold), Schulze, M.B. (Matthias), Schunkert, H. (Heribert), Scott, R.A. (Robert), Shuldiner, A.R. (Alan R), Sim, X. (Xueling), Small, N. (Neil), Smith, J.A. (Jennifer A), Sotoodehnia, N. (Nona), Tai, E.-S. (E-Shyong), Teumer, A. (Alexander), Timpson, N.J. (Nicholas), Toniolo, D. (Daniela), Tregouet, D.-A. (David-Alexandre), Tuomi, T. (Tiinamaija), Vollenweider, P. (Peter), Wang, C.A. (Carol A), Weir, D.R. (David R), Whitfield, J. (John), Wijmenga, C. (Cisca), Wong, T.-Y. (Tien-Yin), Wright, J. (John), Yang, J. (Jingyun), Yu, L. (Lei), Zemel, B.S. (Babette S.), Zonderman, A.B. (Alan B), Perola, M. (Markus), Magnusson, P.K. (Patrik), Uitterlinden, A.G. (André), Kooner, J.S. (Jaspal S.), Chasman, D.I. (Daniel), Loos, R.J.F. (Ruth), Franceschini, N. (Nora), Franke, L. (Lude), Haley, C. (Chris), Hayward, C. (Caroline), Walters, R.G. (Robin G), Perry, J.R.B. (John R. B.), Esko, T. (Tõnu), Helgason, A. (Agnar), Zwart, J-A. (John-Anker), Joshi, P.K. (Peter), Kubo, M. (Michiaki), Wilson, J.F. (James), Clark, D.W. (David W), Okada, Y. (Yukinori), Moore, K.H.S. (Kristjan H S), Mason, D. (Dan), Pirastu, N. (Nicola), Gandin, I. (Ilaria), Mattsson, H. (Hannele), Barnes, C.L.K. (Catriona L K), Lin, K. (Kuang), Zhao, J.H. (Jing Hua), Deelen, P. (Patrick), Rohde, R. (Rebecca), Schurmann, C. (Claudia), Guo, X. (Xiuqing), Giulianini, F. (Franco), Zhang, W. (Weihua), Medina-Gomez, M.C. (Carolina), Karlsson, R. (Robert), Bao, Y. (Yanchun), Bartz, T.M. (Traci M), Baumbach, C. (Clemens), Biino, G. (Ginevra), Bixley, M.J. (Matthew J), Brumat, M. (Marco), Chai, J.-F. (Jin-Fang), Corre, T. (Tanguy), Cousminer, D.L. (Diana), Dekker, A.M. (Annelot M), Eccles, D.A. (David A), Eijk, K.R. (Kristel) van, Fuchsberger, C. (Christian), Gao, H. (He), Germain, M. (Marine), Gordon, S.D. (Scott D.), de Haan, H.G. (Hugoline G), Harris, S.E. (Sarah), Hofer, E. (Edith), Huerta-Chagoya, A. (Alicia), Igartua, C. (Catherine), Jansen, I. (Iris), Jia, Y. (Yucheng), Kacprowski, T. (Tim), Karlsson, T. (Torgny), Kleber, M.E. (Marcus), Li, S.A. (Shengchao Alfred), Li-Gao, R. (Ruifang), Mahajan, A. (Anubha), Matsuda, K. (Koichi), Meidtner, K. (Karina), Meng, W. (Weihua), Montasser, M.E. (May E.), Most, P.J. (Peter) van der, Munz, M. (Matthias), Nutile, T. (Teresa), Palviainen, T. (Teemu), Prasad, G. (Gauri), Prasad, R.B. (Rashmi B), Priyanka, T.D.S. (Tallapragada Divya Sri), Rizzi, F. (Federica), Salvi, E. (Erika), Sapkota, B.R. (Bishwa R), Shriner, D. (Daniel), Skotte, L. (Line), Smart, M.C. (Melissa C), Smith, A.V. (Albert), Spek, A. (Ashley) van der, Spracklen, C.N. (Cassandra N), Strawbridge, R.J. (Rona), Tajuddin, S.M. (Salman M), Trompet, S. (Stella), Turman, C. (Constance), Verweij, N. (Niek), Viberti, C. (Clara), Wang, L. (Lihua), Warren, H. (Helen), Wootton, R.E. (Robyn E), Yanek, L.R. (Lisa), Yao, J. (Jie), Yousri, N.A. (Noha A), Zhao, W. (Wei), Adeyemo, A.A. (Adebowale A), Afaq, S. (Saima), Aguilar-Salinas, C.A. (Carlos Alberto), Akiyama, M. (Masato), Albert, M.L. (Matthew L), Allison, M.A. (Matthew A), Alver, M. (Maris), Aung, T. (Tin), Azizi, J. (Joshan), Bentley, A.R. (Amy), Boeing, H. (Heiner), Boerwinkle, E.A. (Eric), Borja, J.B. (Judith B), Borst, G.J. (Gert) de, Bottinger, E.P. (Erwin), Broer, L. (Linda), Campbell, H. (Harry), Chanock, S.J. (Stephen), Chee, M.-L. (Miao-Li), Chen, G. (Guanjie), Chen, Y.-D.I. (Yii-Der I), Chen, Z. (Zhengming), Chiu, Y.-F. (Yen-Feng), Cocca, M. (Massimiliano), Collins, F.S. (Francis), Concas, M.P. (Maria Pina), Corley, J. (Janie), Cugliari, G. (Giovanni), Dam, R.M. (Rob) van, Damulina, A. (Anna), Daneshpour, M.S. (Maryam S), Day, F.R. (Felix), Delgado, G., Dhana, K. (Klodian), Doney, A.S.F. (Alex), Dörr, M. (Marcus), Doumatey, A. (Ayo), Dzimiri, N. (Nduna), Ebenesersdóttir, S.S. (S Sunna), Elliott, J. (Joshua), Elliott, P. (Paul), Ewert, R. (Ralf), Felix, J.F. (Janine), Fischer, K. (Krista), Freedman, B.I. (Barry), Girotto, S., Goel, A. (Anuj), Gögele, M. (Martin), Goodarzi, M. (Mark), Graff, M.J. (Maud J.L.), Granot-Hershkovitz, E. (Einat), Grodstein, F. (Francine), Guarrera, S. (Simonetta), Gudbjartsson, D.F. (Daniel), Guity, K. (Kamran), Gunnarsson, B. (Bjarni), Guo, Y. (Yu), Hagenaars, S.P. (Saskia P), Haiman, C.A. (Christopher), Halevy, A. (Avner), Harris, T.B. (Tamara B), Hedayati, M. (Mehdi), Heel, D.A. (David) van, Hirata, M. (Makoto), Höfer, I. (Imo), Hsiung, C.A. (Chao Agnes), Huang, J. (Jinyan), Hung, Y.-J. (Yi-Jen), Ikram, M.A. (Arfan), Jagadeesan, A. (Anuradha), Jousilahti, P. (Pekka), Kamatani, Y. (Yoichiro), Kanai, M. (Masahiro), Kerrison, N.D. (Nicola D), Kessler, T. (Thorsten), Khaw, K.-T. (Kay-Tee), Khor, C.C., Kleijn, D.P.V. (Dominique) de, Koh, W.-P. (Woon-Puay), Kolcic, I. (Ivana), Kraft, P. (Peter), Krämer, B.K. (Bernhard), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lawlor, D.A. (Debbie), Lee, I.-T. (I-Te), Lee, W.-J. (Wen-Jane), Lerch, M. (M.), Li, L. (Liming), Liu, J. (Jianjun), Loh, M. (Marie), London, S.J. (Stephanie J), Loomis, S.J. (Stephanie J.), Lu, Y. (Yingchang), Luan, J. (Jian’an), Mägi, R. (Reedik), Manichaikul, A.W. (Ani W), Manunta, P. (Paolo), Masson, G. (Gisli), Matoba, N. (Nana), Mei, X.W. (Xue W), Meisinger, C. (Christa), Meitinger, T. (Thomas), Mezzavilla, M. (Massimo), Milani, L. (Lili), Millwood, I.Y. (Iona), Momozawa, Y. (Yukihide), Moore, A. (Amy), Morange, P.-E. (P.), Moreno-Macías, H. (Hortensia), Mori, T.A. (Trevor A), Morrison, A.C. (Alanna), Muka, T. (Taulant), Murakami, Y. (Yoshinori), Murray, A.D. (Alison D), Mutsert, R. (Reneé) de, Mychaleckyj, J.C. (Josyf), Nalls, M.A. (Michael), Nauck, M. (Matthias), Neville, M.J. (Matthew), Nolte, I.M. (Ilja), Ong, K.K. (Ken K), Orozco, L. (Lorena), Padmanabhan, S. (Sandosh), Pálsson, G. (Gunnar), Palmer, C.N.A. (Colin), Penninx, B.W.J.H., Pattie, A. (Alison), Polasek, O. (Ozren), Poulter, N.R. (Neil), Pramstaller, P.P. (Peter P), Quintana-Murci, L. (Lluis), Räikkönen, K. (Katri), Ralhan, S. (Sarju), Rao, D.C. (Dabeeru C), Rheenen, W. (Wouter) van, Rich, S.S. (Stephen), Ridker, P.M. (Paul M), Rietveld, C.A. (Cornelius A), Robino, A. (Antonietta), Rooij, F.J.A. (Frank) van, Ruggiero, D., Saba, Y. (Yasaman), Sabanayagam, C. (Charumathi), Sabater-Lleal, M. (Maria), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sandow, K. (Kevin), Schmidt, H. (Helena), Scott, L.J. (Laura J), Scott, W.R. (William R), Sedaghati-Khayat, B. (Bahareh), Sennblad, B. (Bengt), Setten, J. (Jessica) van, Sever, P.J. (Peter J), Sheu, W.H.-H. (Wayne H-H), Shi, Y. (Yuan), Shrestha, S. (Smeeta), Shukla, S.R. (Sharvari Rahul), Sigurdsson, J.K. (Jon K), Sikka, T.T. (Timo Tonis), Singh, J.R. (Jai Rup), Smith, B.H. (Blair), Stancáková, A. (Alena), Stanton, A. (Alice), Starr, J.M. (John), Stefansdottir, L. (Lilja), Straker, L. (Leon), Sulem, P. (Patrick), Sveinbjornsson, G. (Gardar), Swertz, M.A. (Morris A), Taylor, A.M. (Adele M), Taylor, K.D. (Kent), Terzikhan, N. (Natalie), Tham, Y.-C. (Yih-Chung), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Tillander, A. (Annika), Tracy, R.P. (Russell), Tusié-Luna, T. (Teresa), Tzoulaki, I., Vaccargiu, S. (Simona), Vangipurapu, J. (Jagadish), Veldink, J.H. (Jan), Vitart, V. (Veronique), Völker, U. (Uwe), Vuoksimaa, E. (Eero), Wakil, S.M. (Salma M), Waldenberger, M. (Melanie), Wander, G.S. (Gurpreet S), Wang, Y.X. (Ya Xing), Wareham, N.J. (Nick), Wild, S.H. (Sarah), Yajnik, C.S. (Chittaranjan S), Yuan, J.-M. (Jian-Min), Zeng, L. (Lingyao), Zhang, L. (Liang), Zhou, J. (Jie), Amin, N. (Najaf), Asselbergs, F.W. (Folkert), Bakker, S.J.L. (Stephan), Becker, D.M. (Diane), Lehne, B. (Benjamin), Bennett, D.A. (David), Berg, L.H. (Leonard) van den, Berndt, S.I. (Sonja), Bharadwaj, D. (Dwaipayan), Bielak, L.F. (Lawrence F.), Bochud, M. (Murielle), Boehnke, M. (Michael), Bouchard, C. (Claude), Bradfield, J.P. (Jonathan), Brody, J.A. (Jennifer A), Campbell, A. (Archie), Carmi, S. (Shai), Caulfield, M. (Mark), Cesarini, D. (David), Chambers, J.C. (John C), Chandak, G.R. (Giriraj), Cheng, C.-Y. (Ching-Yu), Ciullo, M. (Marina), Warrington, N.M. (Nicole), Cusi, D. (Daniele), Smith, G.D. (George Davey), Deary, I.J. (Ian J), Dorajoo, R. (Rajkumar), Duijn, C.M. (Cornelia) van, Ellinghaus, D. (David), Erdmann, J. (Jeanette), Hagen, K. (Knut), Evangelou, E. (Evangelos), Evans, M.K. (Michele), Faul, J.D. (Jessica D), Feenstra, B. (Bjarke), Feitosa, M.F. (Mary Furlan), Foisy, S. (Sylvain), Franke, A. (Andre), Friedlander, Y. (Yechiel), Gasparini, P. (Paolo), Gieger, C. (Christian), Gonzalez, C. (Clicerio), Goyette, P. (Philippe), Grant, S.F.A. (Struan), Griffiths, L.R. (Lyn R), Groop, L. (Leif), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hakonarson, H. (Hakon), Hamsten, A. (Anders), Harst, P. (Pim) van der, Heng, C.K. (Chew-Kiat), Hicks, A.A. (Andrew A), Hochner, H., Huikuri, H.V. (Heikki), Hunt, S.C. (Steven), Jaddoe, V.W.V. (Vincent), De Jager, P., Johannesson, M. (Magnus), Johansson, A. (Åsa), Jonas, J.B. (Jost B), Jukema, J.W. (Jan Wouter), Junttila, M.J. (Juhani), Kaprio, J. (Jaakko), Kardia, S.L.R. (Sharon), Karpe, F. (Fredrik), Kumari, M. (Meena), Laakso, M. (Markku), van der Laan, S.W. (Sander W), Lahti, J. (Jari), Laudes, M. (Matthias), Lea, R.A. (Rodney A), Lieb, W. (Wolfgang), Lumley, T. (Thomas), Martin, N.G. (Nicholas), Ye, S. (Shu), Matullo, G., McCarthy, M.I. (Mark), Medland, S.E. (Sarah), Merriman, A., Metspalu, A. (Andres), Meyer, B.F. (Brian F), Mohlke, K.L. (Karen L), Montgomery, G.W. (Grant), Mook-Kanamori, D. (Dennis), Munroe, P. (Patricia), North, K.E. (Kari), Nyholt, D.R. (Dale), O’connell, J.R. (Jeffery R), Ober, C. (Carole), Oldehinkel, A.J. (Albertine), Palmas, W. (Walter), Pasterkamp, G.G. (Gerard G), Patin, E. (Etienne), Pennell, C.E. (Craig), Perusse, L. (Louis), Peyser, P.A. (Patricia A.), Pirastu, M. (Mario), Polderman, T.J.C. (Tinca), Porteous, D.J. (David J.), Posthuma, D. (Danielle), Psaty, B.M. (Bruce M), Rioux, J.D. (John), Rivadeneira, F. (Fernando), Rotimi, C. (Charles), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruijter, H.M. (Hester ) den, Sanghera, D.K. (Dharambir K), Sattar, N. (Naveed), Schmidt, R. (Reinhold), Schulze, M.B. (Matthias), Schunkert, H. (Heribert), Scott, R.A. (Robert), Shuldiner, A.R. (Alan R), Sim, X. (Xueling), Small, N. (Neil), Smith, J.A. (Jennifer A), Sotoodehnia, N. (Nona), Tai, E.-S. (E-Shyong), Teumer, A. (Alexander), Timpson, N.J. (Nicholas), Toniolo, D. (Daniela), Tregouet, D.-A. (David-Alexandre), Tuomi, T. (Tiinamaija), Vollenweider, P. (Peter), Wang, C.A. (Carol A), Weir, D.R. (David R), Whitfield, J. (John), Wijmenga, C. (Cisca), Wong, T.-Y. (Tien-Yin), Wright, J. (John), Yang, J. (Jingyun), Yu, L. (Lei), Zemel, B.S. (Babette S.), Zonderman, A.B. (Alan B), Perola, M. (Markus), Magnusson, P.K. (Patrik), Uitterlinden, A.G. (André), Kooner, J.S. (Jaspal S.), Chasman, D.I. (Daniel), Loos, R.J.F. (Ruth), Franceschini, N. (Nora), Franke, L. (Lude), Haley, C. (Chris), Hayward, C. (Caroline), Walters, R.G. (Robin G), Perry, J.R.B. (John R. B.), Esko, T. (Tõnu), Helgason, A. (Agnar), Zwart, J-A. (John-Anker), Joshi, P.K. (Peter), Kubo, M. (Michiaki), and Wilson, J.F. (James)
Abstract: In many species, the offspring of related parents suffer reduced reproductive success, a phenomenon known as inbreeding depression. In humans, the importance of this effect has remained unclear, partly because reproduction between close relatives is both rare and frequently associated with confounding social factors. Here, using genomic inbreeding coefficients (FROH) for >1.4 million individuals, we show that FROH is significantly associated (p < 0.0005) with apparently deleterious changes in 32 out of 100 traits analysed. These changes are associated with runs of homozygosity (ROH), but not with common variant homozygosity, suggesting that genetic variants associated with inbreeding depression are predominantly rare. The effect on fertility is striking: FROH equivalent to the offspring of first cousins is associated with a 55% decrease [95% CI 44–66%] in the odds of having children. Finally, the effects of FROH are confirmed within full-sibling pairs, where the variation in FROH is independent of all environmental confounding.
Published: 2019
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16. Multi-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration

Author: Noordam, R. (Raymond), Bos, M.M. (Maxime M.), Wang, H. (Heming), Winkler, T.W. (Thomas W.), Bentley, A.R. (Amy), Kilpeläinen, T.O. (Tuomas O.), Vries, P.S. (Paul) de, Sung, Y.J. (Yun Ju), Schwander, K., Cade, B., Manning, A.K. (Alisa), Aschard, H. (Hugues), Brown, M.R., Chen, H. (Han), Franceschini, N. (Nora), Musani, S.K. (Solomon K.), Richard, M. (Melissa), Vojinović, D. (Dina), Aslibekyan, S. (Stella), Bartz, T.M. (Traci M.), de Las Fuentes, L. (Lisa), Feitosa, M.F. (Mary Furlan), Horimoto, A.R. (Andrea R.), Ilkov, M. (Marjan), Kho, M. (Minjung), Kraja, A. (Aldi), Li, C. (Changwei), Lim, E. (Elise), Liu, Y. (YongMei), Mook-Kanamori, D.O. (Dennis O.), Rankinen, T. (Tuomo), Tajuddin, S.M. (Salman M.), Spek, A. (Ashley) van der, Wang, Z. (Zhe), Marten, J. (Jonathan), Laville, V. (Vincent), Alver, M. (Maris), Evangelou, E. (Evangelos), Graff, M.E. (Maria E.), He, M. (Meian), Kuhnel, B. (Brigitte), Lyytikäinen, L.-P. (Leo-Pekka), Marques-Vidal, P. (Pedro), Nolte, I.M. (Ilja), Palmer, N.D. (Nicholette), Rauramaa, R. (Rainer), Shu, X.-O. (Xiao-Ou), Snieder, H. (Harold), Weiss, S. (Stefan), Wen, W. (Wanqing), Yanek, L.R. (Lisa), Adolfo, C. (Correa), Ballantyne, C. (Christie), Bielak, L.F. (Lawrence F.), Biermasz, N.R., Boerwinkle, E.A. (Eric), Dimou, N. (Niki), Eiriksdottir, G. (Gudny), Gao, C. (Chuan), Gharib, S.A. (Sina), Gottlieb, D.J. (Daniel J.), Haba-Rubio, J. (José), Harris, T.B. (Tamara), Heikkinen, S. (Sami), Heinzer, R. (Raphaël), Hixson, J.E. (James E.), Homuth, G. (Georg), Ikram, M.A. (Arfan), Komulainen, P. (Pirjo), Krieger, J.E. (José), Lee, J. (Jiwon), Liu, J. (Jingmin), Lohman, K.K. (Kurt K.), Luik, A.I. (Annemarie), Mägi, R. (Reedik), Martin, L.W. (Lisa), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Nalls, M.A. (Michael), O´Connell, J.R., Peters, A. (Annette), Peyser, P.A. (Patricia A.), Raitakari, O. (Olli), Reiner, A. (Alexander), Rensen, P.C.N. (Patrick), Rice, T.K. (Treva K.), Rich, S.S. (Stephen), Roenneberg, T., Rotter, J.I. (Jerome I.), Schreiner, P.J. (Pamela), Shikany, J. (James), Sidney, S.S. (Stephen S.), Sims, M. (Mario), Sitlani, C.M. (Colleen M.), Sofer, T. (Tamar), Strauch, K. (Konstantin), Swertz, M.A. (Morris A.), Taylor, K.D. (Kent), Uitterlinden, A.G. (André), Duijn, C.M. (Cornelia) van, Völzke, H. (Henry), Waldenberger, M. (Melanie), Wallance, R.B. (Robert B.), van Dijk, K.W. (Ko Willems), Yu, C. (Caizheng), Zonderman, A.B. (Alan B.), Becker, D.M. (Diane), Elliott, P. (Paul), Esko, T. (Tõnu), Gieger, C. (Christian), Grabe, H.J. (Hans Jörgen), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), North, K.E. (Kari), Penninx, B.W.J.H. (Brenda), Vollenweider, P. (Peter), Wagenknecht, L.E. (Lynne), Wu, T. (Tangchun), Xiang, Y.-B. (Yong-Bing), Zheng, W. (Wei), Arnett, D.K. (Donna), Bouchard, C. (Claude), Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Kardia, S.L.R. (Sharon), Kelly, T.N. (Tanika N.), Kritchevsky, S.B. (Stephen), Loos, R.J.F. (Ruth), Pereira, A. (A.), Province, M.A. (Mike), Psaty, B.M. (Bruce), Rotimi, C. (Charles), Zhu, X. (Xiaofeng), Amin, N. (Najaf), Cupples, L.A. (L Adrienne), Fornage, M. (Myriam), Fox, E.F. (Ervin F.), Guo, X. (Xiuqing), Gauderman, W.J. (W James), Rice, K.M. (Kenneth), Kooperberg, C. (Charles), Munroe, P. (Patricia), Liu, C.-T. (Ching-Ti), Morrison, A.C. (Alanna), Rao, D.C. (Dabeeru C.), Heemst, D. (Diana) van, Redline, S. (Susan), Noordam, R. (Raymond), Bos, M.M. (Maxime M.), Wang, H. (Heming), Winkler, T.W. (Thomas W.), Bentley, A.R. (Amy), Kilpeläinen, T.O. (Tuomas O.), Vries, P.S. (Paul) de, Sung, Y.J. (Yun Ju), Schwander, K., Cade, B., Manning, A.K. (Alisa), Aschard, H. (Hugues), Brown, M.R., Chen, H. (Han), Franceschini, N. (Nora), Musani, S.K. (Solomon K.), Richard, M. (Melissa), Vojinović, D. (Dina), Aslibekyan, S. (Stella), Bartz, T.M. (Traci M.), de Las Fuentes, L. (Lisa), Feitosa, M.F. (Mary Furlan), Horimoto, A.R. (Andrea R.), Ilkov, M. (Marjan), Kho, M. (Minjung), Kraja, A. (Aldi), Li, C. (Changwei), Lim, E. (Elise), Liu, Y. (YongMei), Mook-Kanamori, D.O. (Dennis O.), Rankinen, T. (Tuomo), Tajuddin, S.M. (Salman M.), Spek, A. (Ashley) van der, Wang, Z. (Zhe), Marten, J. (Jonathan), Laville, V. (Vincent), Alver, M. (Maris), Evangelou, E. (Evangelos), Graff, M.E. (Maria E.), He, M. (Meian), Kuhnel, B. (Brigitte), Lyytikäinen, L.-P. (Leo-Pekka), Marques-Vidal, P. (Pedro), Nolte, I.M. (Ilja), Palmer, N.D. (Nicholette), Rauramaa, R. (Rainer), Shu, X.-O. (Xiao-Ou), Snieder, H. (Harold), Weiss, S. (Stefan), Wen, W. (Wanqing), Yanek, L.R. (Lisa), Adolfo, C. (Correa), Ballantyne, C. (Christie), Bielak, L.F. (Lawrence F.), Biermasz, N.R., Boerwinkle, E.A. (Eric), Dimou, N. (Niki), Eiriksdottir, G. (Gudny), Gao, C. (Chuan), Gharib, S.A. (Sina), Gottlieb, D.J. (Daniel J.), Haba-Rubio, J. (José), Harris, T.B. (Tamara), Heikkinen, S. (Sami), Heinzer, R. (Raphaël), Hixson, J.E. (James E.), Homuth, G. (Georg), Ikram, M.A. (Arfan), Komulainen, P. (Pirjo), Krieger, J.E. (José), Lee, J. (Jiwon), Liu, J. (Jingmin), Lohman, K.K. (Kurt K.), Luik, A.I. (Annemarie), Mägi, R. (Reedik), Martin, L.W. (Lisa), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Nalls, M.A. (Michael), O´Connell, J.R., Peters, A. (Annette), Peyser, P.A. (Patricia A.), Raitakari, O. (Olli), Reiner, A. (Alexander), Rensen, P.C.N. (Patrick), Rice, T.K. (Treva K.), Rich, S.S. (Stephen), Roenneberg, T., Rotter, J.I. (Jerome I.), Schreiner, P.J. (Pamela), Shikany, J. (James), Sidney, S.S. (Stephen S.), Sims, M. (Mario), Sitlani, C.M. (Colleen M.), Sofer, T. (Tamar), Strauch, K. (Konstantin), Swertz, M.A. (Morris A.), Taylor, K.D. (Kent), Uitterlinden, A.G. (André), Duijn, C.M. (Cornelia) van, Völzke, H. (Henry), Waldenberger, M. (Melanie), Wallance, R.B. (Robert B.), van Dijk, K.W. (Ko Willems), Yu, C. (Caizheng), Zonderman, A.B. (Alan B.), Becker, D.M. (Diane), Elliott, P. (Paul), Esko, T. (Tõnu), Gieger, C. (Christian), Grabe, H.J. (Hans Jörgen), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), North, K.E. (Kari), Penninx, B.W.J.H. (Brenda), Vollenweider, P. (Peter), Wagenknecht, L.E. (Lynne), Wu, T. (Tangchun), Xiang, Y.-B. (Yong-Bing), Zheng, W. (Wei), Arnett, D.K. (Donna), Bouchard, C. (Claude), Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Kardia, S.L.R. (Sharon), Kelly, T.N. (Tanika N.), Kritchevsky, S.B. (Stephen), Loos, R.J.F. (Ruth), Pereira, A. (A.), Province, M.A. (Mike), Psaty, B.M. (Bruce), Rotimi, C. (Charles), Zhu, X. (Xiaofeng), Amin, N. (Najaf), Cupples, L.A. (L Adrienne), Fornage, M. (Myriam), Fox, E.F. (Ervin F.), Guo, X. (Xiuqing), Gauderman, W.J. (W James), Rice, K.M. (Kenneth), Kooperberg, C. (Charles), Munroe, P. (Patricia), Liu, C.-T. (Ching-Ti), Morrison, A.C. (Alanna), Rao, D.C. (Dabeeru C.), Heemst, D. (Diana) van, and Redline, S. (Susan)
Abstract: Both short and long sleep are associated with an adverse lipid profile, likely through different biological pathways. To elucidate the biology of sleep-associated adverse lipid profile, we conduct multi-ancestry genome-wide sleep-SNP interaction analyses on three lipid traits (HDL-c, LDL-c and triglycerides). In the total study sample (discovery + replication) of 126,926 individuals from 5 different ancestry groups, when considering either long or short total sleep time interactions in joint analyses, we identify 49 previously unreported lipid loci, and 10 additional previously unreported lipid loci in a restricted sample of European-ancestry cohorts. In addition, we identify new gene-sleep interactions for known lipid loci such as LPL and PCSK9. The previously unreported lipid loci have a modest explained variance in lipid levels: most notable, gene-short-sleep interactions explain 4.25% of the variance in triglyceride level. Collectively, these findings contribute to our understanding of the biological mechanisms involved in sleep-associated adverse lipid profiles.
Published: 2019
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17. Mendelian randomisation analyses find pulmonary factors mediate the effect of height on coronary artery disease

Author: Marouli, E, Del Greco, MF, Astley, C.M., Yang, J. (Jian), Ahmad, S., Berndt, S.I. (Sonja), Caulfield, M. (Mark), Evangelou, E. (Evangelos), McKnight, B. (Barbara), Medina-Gomez, M.C. (Carolina), Vliet-Ostaptchouk, J.V. (Jana) van, Warren, HR, Zhu, ZH, Hirschhorn, J.N. (Joel), Loos, R.J.F. (Ruth), Kutalik, Z. (Zoltán), Deloukas, P. (Panagiotis), Marouli, E, Del Greco, MF, Astley, C.M., Yang, J. (Jian), Ahmad, S., Berndt, S.I. (Sonja), Caulfield, M. (Mark), Evangelou, E. (Evangelos), McKnight, B. (Barbara), Medina-Gomez, M.C. (Carolina), Vliet-Ostaptchouk, J.V. (Jana) van, Warren, HR, Zhu, ZH, Hirschhorn, J.N. (Joel), Loos, R.J.F. (Ruth), Kutalik, Z. (Zoltán), and Deloukas, P. (Panagiotis)
Abstract: There is evidence that lower height is associated with a higher risk of coronary artery disease (CAD) and increased risk of type 2 diabetes (T2D). It is not clear though whether these associations are causal, direct or mediated by other factors. Here we show that one standard deviation higher genetically determined height (~6.5 cm) is causally associated with a 16% decrease in CAD risk (OR = 0.84, 95% CI 0.80–0.87). This causal association remains after performing sensitivity analyses relaxing pleiotropy assumptions. The causal effect of height on
Published: 2019
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18. Multi-ancestry study of blood lipid levels identifies four loci interacting with physical activity

Author: Kilpeläinen, T.O. (Tuomas), Bentley, A.R. (Amy), Noordam, R., Sung, YJ, Schwander, K., Winkler, T.W. (Thomas), Jakupovic, H., Chasman, D.I. (Daniel), Manning, A., Ntalla, I. (Ioanna), Aschard, H. (Hugues), Brown, M.R., de Las Fuentes, L., Franceschini, N. (Nora), Guo, X. (Xiuqing), Vojinovic, D., Aslibekyan, S, Feitosa, M.F. (Mary Furlan), Kho, M., Musani, SK, Richard, M., Wang, H.M., Wang, Z. (Zhen), Bartz, TM, Bielak, L.F. (Lawrence F.), Campbell, A. (Archie), Dorajoo, R. (Rajkumar), Fisher, V., Hartwig, F.P., Horimoto, A., Li, C.W., Lohman, K. (Kurt), Marten, J, Sim, XL, Smith, A.V. (Davey), Tajuddin, S. M., Alver, M, Amini, M., Boissel, M., Chai, J.F., Chen, X. (Xishu), Divers, J, Evangelou, E. (Evangelos), Gao, C. (Cheng), Graff, M.J. (Maud J.L.), Harris, S.E. (Sarah), He, M. (Meian), Hsu, F.-C. (Fang-Chi), Jackson, A.U. (Anne), Zhao, J.H. (Jing Hua), Kraja, A. (Aldi), Kuhnel, B. (Brigitte), Laguzzi, F., Lyytikäinen, L.-P. (Leo-Pekka), Nolte, IM, Rauramaa, R. (Rainer), Riaz, M. (Muhammad), Robino, A. (Antonietta), Rueedi, R, Stringham, H.M. (Heather), Takeuchi, F, Most, P.J. (Peter) van der, Varga, T.V. (Tibor), Verweij, N. (Niek), Ware, EB, Wen, WQ, Li, X. Y., Yanek, L.R. (Lisa), Amin, N. (Najaf), Arnett, D.K. (Donna), Boerwinkle, E.A. (Eric), Brumat, M., Cade, B, Canouil, M., Chen, Y.D.I. (Yii-Der Ida), Concas, MP, Connell, J. (John), Mutsert, R. (Reneé) de, de Silva, H.J., de Vries, PS, Demirkan, A. (Ayşe), Ding, J. (Jingzhong), Eaton, CB, Faul, J.D. (Jessica), Friedlander, Y. (Yechiel), Gabriel, K.P., Ghanbari, M., Giulianini, F. (Franco), Gu, C.C., Gu, DF, Harris, T.B. (Tamara), He, J. (Jing), Heikkinen, S., Heng, C.K. (Chew-Kiat), Hunt, S.C. (Steven), Ikram, M.A. (Arfan), Jonas, J.B., Koh, WP, Komulainen, P. (Pirjo), Krieger, J.E. (José), Kritchevsky, S.B. (Stephen), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Launer, LJ, Leander, K. (Karin), Lemaitre, R.N. (Rozenn ), Lewis, CE, Liang, J.J., Alizadeh, BZ, Boezen, H.M. (Marike), Franke, L. (Lude), Navis, G. (Gerjan), Rots, M., Swertz, M. (Morris), Wolffenbuttel, B.H.R. (Bruce), Wijmenga, C. (Cisca), Liu, J. (Jianjun), Maagi, R., Manichaikul, A. (Ani), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Mohlke, K.L. (Karen), Mosley, T.H. (Thomas), Murray, A.D., Nalls, M.A. (Michael), Nang, EEK, Nelson, C.P. (Christopher), Nona, S., Norris, JM, Nwuba, C.V., O´Connell, J.R., Palmer, N.D. (Nicholette), Papanicolau, GJ, Pazoki, R. (Raha), Pedersen, N.L. (Nancy), Peters, A. (Annette), Peyser, P.A. (Patricia A.), Polasek, O. (Ozren), Porteous, D.J. (David J.), Poveda, A. (Andrés), Raitakari, OT, Rich, S.S. (Stephen), Risch, N., Robinson, JG, Rose, L.M. (Lynda), Rudan, I. (Igor), Schreiner, PJ, Scott, L.J. (Laura), Sidney, SS, Sims, M, Smith, J.A. (Jennifer A), Snieder, H. (Harold), Sofer, T., Starr, J.M. (John), Sternfeld, B., Strauch, K. (Konstantin), Tang, H. (Hui), Taylor, K.D. (Kent), Tsai, M.Y. (Michael), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), van der Ende, M.Y., Heemst, D. van, Voortman, R.G. (Trudy), Waldenberger, M. (Melanie), Wennberg, P. (Patrik), Wilson, G, Xiang, YB, Yao, J, Yu, C.Z., Yuan, JM, Zhao, W. (Wei), Zonderman, A.B. (Alan), Becker, D.M. (Diane), Boehnke, M. (Michael), Bowden, DW, Faire, U. (Ulf) de, Deary, I.J. (Ian), Elliott, P.M. (Perry), Esko, T. (Tõnu), Freedman, B.I. (Barry), Froguel, P. (Philippe), Gasparini, P. (Paolo), Gieger, C. (Christian), Kato, N, Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimaki, T, Magnusson, P.K. (Patrik), Oldenhinkel, A.J. (A.), Penninx, B.W.J.H. (Brenda), Samani, N.J. (Nilesh), Shu, X.-O. (Xiao-Ou), Harst, P. (Pim) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vollenweider, P. (Peter), Wagenknecht, L.E. (Lynne), Wang, Y. (Ying), Wareham, N.J. (Nick), Weir, D.R. (David), Wu, TC, Zheng, W. (Wei), Zhu, X. (Xiaofeng), Evans, MK, Franks, P.W. (Paul), Guonason, V. (Vilmundur), Hayward, C. (Caroline), Horta, BL, Kelly, TN, Liu, Y. (YongMei), North, K.E. (Kari), Pereira, AC, Ridker, P.M. (Paul), Tai, E.S. (Shyong), Dam, R.M. (Rob) van, Fox, E.R. (Ervin), Kardia, S.L.R. (Sharon), Liu, C.-T. (Ching-Ti), Mook-Kanamori, D.O. (Dennis), Province, M.A. (Mike), Redline, S. (Susan), Duijn, C.M., Rotter, J.I. (Jerome), Kooperberg, C.B., Gauderman, W.J. (W James), Psaty, B.M. (Bruce), Rice, K, Munroe, P. (Patricia), Fornage, M. (Myriam), Cupples, L.A. (Adrienne), Rotimi, CN, Morrison, A.C. (Alanna), Rao, D.C. (Dabeeru C.), Loos, R.J.F. (Ruth), Kilpeläinen, T.O. (Tuomas), Bentley, A.R. (Amy), Noordam, R., Sung, YJ, Schwander, K., Winkler, T.W. (Thomas), Jakupovic, H., Chasman, D.I. (Daniel), Manning, A., Ntalla, I. (Ioanna), Aschard, H. (Hugues), Brown, M.R., de Las Fuentes, L., Franceschini, N. (Nora), Guo, X. (Xiuqing), Vojinovic, D., Aslibekyan, S, Feitosa, M.F. (Mary Furlan), Kho, M., Musani, SK, Richard, M., Wang, H.M., Wang, Z. (Zhen), Bartz, TM, Bielak, L.F. (Lawrence F.), Campbell, A. (Archie), Dorajoo, R. (Rajkumar), Fisher, V., Hartwig, F.P., Horimoto, A., Li, C.W., Lohman, K. (Kurt), Marten, J, Sim, XL, Smith, A.V. (Davey), Tajuddin, S. M., Alver, M, Amini, M., Boissel, M., Chai, J.F., Chen, X. (Xishu), Divers, J, Evangelou, E. (Evangelos), Gao, C. (Cheng), Graff, M.J. (Maud J.L.), Harris, S.E. (Sarah), He, M. (Meian), Hsu, F.-C. (Fang-Chi), Jackson, A.U. (Anne), Zhao, J.H. (Jing Hua), Kraja, A. (Aldi), Kuhnel, B. (Brigitte), Laguzzi, F., Lyytikäinen, L.-P. (Leo-Pekka), Nolte, IM, Rauramaa, R. (Rainer), Riaz, M. (Muhammad), Robino, A. (Antonietta), Rueedi, R, Stringham, H.M. (Heather), Takeuchi, F, Most, P.J. (Peter) van der, Varga, T.V. (Tibor), Verweij, N. (Niek), Ware, EB, Wen, WQ, Li, X. Y., Yanek, L.R. (Lisa), Amin, N. (Najaf), Arnett, D.K. (Donna), Boerwinkle, E.A. (Eric), Brumat, M., Cade, B, Canouil, M., Chen, Y.D.I. (Yii-Der Ida), Concas, MP, Connell, J. (John), Mutsert, R. (Reneé) de, de Silva, H.J., de Vries, PS, Demirkan, A. (Ayşe), Ding, J. (Jingzhong), Eaton, CB, Faul, J.D. (Jessica), Friedlander, Y. (Yechiel), Gabriel, K.P., Ghanbari, M., Giulianini, F. (Franco), Gu, C.C., Gu, DF, Harris, T.B. (Tamara), He, J. (Jing), Heikkinen, S., Heng, C.K. (Chew-Kiat), Hunt, S.C. (Steven), Ikram, M.A. (Arfan), Jonas, J.B., Koh, WP, Komulainen, P. (Pirjo), Krieger, J.E. (José), Kritchevsky, S.B. (Stephen), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Launer, LJ, Leander, K. (Karin), Lemaitre, R.N. (Rozenn ), Lewis, CE, Liang, J.J., Alizadeh, BZ, Boezen, H.M. (Marike), Franke, L. (Lude), Navis, G. (Gerjan), Rots, M., Swertz, M. (Morris), Wolffenbuttel, B.H.R. (Bruce), Wijmenga, C. (Cisca), Liu, J. (Jianjun), Maagi, R., Manichaikul, A. (Ani), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Mohlke, K.L. (Karen), Mosley, T.H. (Thomas), Murray, A.D., Nalls, M.A. (Michael), Nang, EEK, Nelson, C.P. (Christopher), Nona, S., Norris, JM, Nwuba, C.V., O´Connell, J.R., Palmer, N.D. (Nicholette), Papanicolau, GJ, Pazoki, R. (Raha), Pedersen, N.L. (Nancy), Peters, A. (Annette), Peyser, P.A. (Patricia A.), Polasek, O. (Ozren), Porteous, D.J. (David J.), Poveda, A. (Andrés), Raitakari, OT, Rich, S.S. (Stephen), Risch, N., Robinson, JG, Rose, L.M. (Lynda), Rudan, I. (Igor), Schreiner, PJ, Scott, L.J. (Laura), Sidney, SS, Sims, M, Smith, J.A. (Jennifer A), Snieder, H. (Harold), Sofer, T., Starr, J.M. (John), Sternfeld, B., Strauch, K. (Konstantin), Tang, H. (Hui), Taylor, K.D. (Kent), Tsai, M.Y. (Michael), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), van der Ende, M.Y., Heemst, D. van, Voortman, R.G. (Trudy), Waldenberger, M. (Melanie), Wennberg, P. (Patrik), Wilson, G, Xiang, YB, Yao, J, Yu, C.Z., Yuan, JM, Zhao, W. (Wei), Zonderman, A.B. (Alan), Becker, D.M. (Diane), Boehnke, M. (Michael), Bowden, DW, Faire, U. (Ulf) de, Deary, I.J. (Ian), Elliott, P.M. (Perry), Esko, T. (Tõnu), Freedman, B.I. (Barry), Froguel, P. (Philippe), Gasparini, P. (Paolo), Gieger, C. (Christian), Kato, N, Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimaki, T, Magnusson, P.K. (Patrik), Oldenhinkel, A.J. (A.), Penninx, B.W.J.H. (Brenda), Samani, N.J. (Nilesh), Shu, X.-O. (Xiao-Ou), Harst, P. (Pim) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vollenweider, P. (Peter), Wagenknecht, L.E. (Lynne), Wang, Y. (Ying), Wareham, N.J. (Nick), Weir, D.R. (David), Wu, TC, Zheng, W. (Wei), Zhu, X. (Xiaofeng), Evans, MK, Franks, P.W. (Paul), Guonason, V. (Vilmundur), Hayward, C. (Caroline), Horta, BL, Kelly, TN, Liu, Y. (YongMei), North, K.E. (Kari), Pereira, AC, Ridker, P.M. (Paul), Tai, E.S. (Shyong), Dam, R.M. (Rob) van, Fox, E.R. (Ervin), Kardia, S.L.R. (Sharon), Liu, C.-T. (Ching-Ti), Mook-Kanamori, D.O. (Dennis), Province, M.A. (Mike), Redline, S. (Susan), Duijn, C.M., Rotter, J.I. (Jerome), Kooperberg, C.B., Gauderman, W.J. (W James), Psaty, B.M. (Bruce), Rice, K, Munroe, P. (Patricia), Fornage, M. (Myriam), Cupples, L.A. (Adrienne), Rotimi, CN, Morrison, A.C. (Alanna), Rao, D.C. (Dabeeru C.), and Loos, R.J.F. (Ruth)
Abstract: Many genetic loci affect circulating lipid levels, but it remains unknown whether lifestyle factors, such as physical activity, modify these genetic effects. To identify lipid loci interacting with physical activity, we performed genome-wide analyses of circulating HDL cholesterol, LDL cholesterol, and triglyceride levels in up to 120,979 individuals of European, African, Asian, Hispanic, and Brazilian ancestry, with follow-up of suggestive associations in an additional 131,012 individuals. We find four loci, in/near CLASP1, LHX1, SNTA1, and CNTNAP2, that are associated with circulating lipid levels through interaction with physical activity; higher levels of physical activity enhance the HDL cholesterol-increasing effects of the CLASP1, LHX1, and SNTA1 loci and attenuate the LDL cholesterol-increasing effect of the CNTNAP2 l
Published: 2019
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19. Fine-mapping type 2 diabetes loci to single-variant resolution using high-density imputation and islet-specific epigenome maps

Author: Mahajan, A. Taliun, D. Thurner, M. Robertson, N.R. Torres, J.M. Rayner, N.W. Payne, A.J. Steinthorsdottir, V. Scott, R.A. Grarup, N. Cook, J.P. Schmidt, E.M. Wuttke, M. Sarnowski, C. Mägi, R. Nano, J. Gieger, C. Trompet, S. Lecoeur, C. Preuss, M.H. Prins, B.P. Guo, X. Bielak, L.F. Below, J.E. Bowden, D.W. Chambers, J.C. Kim, Y.J. Ng, M.C.Y. Petty, L.E. Sim, X. Zhang, W. Bennett, A.J. Bork-Jensen, J. Brummett, C.M. Canouil, M. Ec kardt, K.-U. Fischer, K. Kardia, S.L.R. Kronenberg, F. Läll, K. Liu, C.-T. Locke, A.E. Luan, J. Ntalla, I. Nylander, V. Schönherr, S. Schurmann, C. Yengo, L. Bottinger, E.P. Brandslund, I. Christensen, C. Dedoussis, G. Florez, J.C. Ford, I. Franco, O.H. Frayling, T.M. Giedraitis, V. Hackinger, S. Hattersley, A.T. Herder, C. Ikram, M.A. Ingelsson, M. Jørgensen, M.E. Jørgensen, T. Kriebel, J. Kuusisto, J. Ligthart, S. Lindgren, C.M. Linneberg, A. Lyssenko, V. Mamakou, V. Meitinger, T. Mohlke, K.L. Morris, A.D. Nadkarni, G. Pankow, J.S. Peters, A. Sattar, N. Stančáková, A. Strauch, K. Taylor, K.D. Thorand, B. Thorleifsson, G. Thorsteinsdottir, U. Tuomilehto, J. Witte, D.R. Dupuis, J. Peyser, P.A. Zeggini, E. Loos, R.J.F. Froguel, P. Ingelsson, E. Lind, L. Groop, L. Laakso, M. Collins, F.S. Jukema, J.W. Palmer, C.N.A. Grallert, H. Metspalu, A. Dehghan, A. Köttgen, A. Abecasis, G.R. Meigs, J.B. Rotter, J.I. Marchini, J. Pedersen, O. Hansen, T. Langenberg, C. Wareham, N.J. Stefansson, K. Gloyn, A.L. Morris, A.P. Boehnke, M. McCarthy, M.I.
Abstract: We expanded GWAS discovery for type 2 diabetes (T2D) by combining data from 898,130 European-descent individuals (9% cases), after imputation to high-density reference panels. With these data, we (i) extend the inventory of T2D-risk variants (243 loci, 135 newly implicated in T2D predisposition, comprising 403 distinct association signals); (ii) enrich discovery of lower-frequency risk alleles (80 index variants with minor allele frequency 2); (iii) substantially improve fine-mapping of causal variants (at 51 signals, one variant accounted for >80% posterior probability of association (PPA)); (iv) extend fine-mapping through integration of tissue-specific epigenomic information (islet regulatory annotations extend the number of variants with PPA >80% to 73); (v) highlight validated therapeutic targets (18 genes with associations attributable to coding variants); and (vi) demonstrate enhanced potential for clinical translation (genome-wide chip heritability explains 18% of T2D risk; individuals in the extremes of a T2D polygenic risk score differ more than ninefold in prevalence). © 2018, The Author(s), under exclusive licence to Springer Nature America, Inc.
Published: 2018

20. Refining the accuracy of validated target identification through coding variant fine-mapping in type 2 diabetes article

Author: Mahajan, A. Wessel, J. Willems, S.M. Zhao, W. Robertson, N.R. Chu, A.Y. Gan, W. Kitajima, H. Taliun, D. Rayner, N.W. Guo, X. Lu, Y. Li, M. Jensen, R.A. Hu, Y. Huo, S. Lohman, K.K. Zhang, W. Cook, J.P. Prins, B.P. Flannick, J. Grarup, N. Trubetskoy, V.V. Kravic, J. Kim, Y.J. Rybin, D.V. Yaghootkar, H. Müller-Nurasyid, M. Meidtner, K. Li-Gao, R. Varga, T.V. Marten, J. Li, J. Smith, A.V. An, P. Ligthart, S. Gustafsson, S. Malerba, G. Demirkan, A. Tajes, J.F. Steinthorsdottir, V. Wuttke, M. Lecoeur, C. Preuss, M. Bielak, L.F. Graff, M. Highland, H.M. Justice, A.E. Liu, D.J. Marouli, E. Peloso, G.M. Warren, H.R. Afaq, S. Afzal, S. Ahlqvist, E. Bang, L.B. Bertoni, A.G. Bombieri, C. Bork-Jensen, J. Brandslund, I. Brody, J.A. Burtt, N.P. Canouil, M. Chen, Y.-D.I. Cho, Y.S. Christensen, C. Eastwood, S.V. Eckardt, K.-U. Fischer, K. Gambaro, G. Giedraitis, V. Grove, M.L. De Haan, H.G. Hackinger, S. Hai, Y. Han, S. Tybjærg-Hansen, A. Hivert, M.-F. Isomaa, B. Jäger, S. Jørgensen, M.E. Jørgensen, T. Käräjämäki, A. Kim, B.-J. Kim, S.S. Koistinen, H.A. Kovacs, P. Kriebel, J. Kronenberg, F. Läll, K. Lange, L.A. Lee, J.-J. Lehne, B. Li, H. Lin, K.-H. Linneberg, A. Liu, C.-T. Liu, J. Loh, M. Mägi, R. Mamakou, V. McKean-Cowdin, R. Nadkarni, G. Neville, M. Nielsen, S.F. Ntalla, I. Peyser, P.A. Rathmann, W. Rice, K. Rich, S.S. Rode, L. Rolandsson, O. Schönherr, S. Selvin, E. Small, K.S. Stančáková, A. Surendran, P. Taylor, K.D. Teslovich, T.M. Thorand, B. Thorleifsson, G. Tin, A. Tönjes, A. Varbo, A. Witte, D.R. Wood, A.R. Yajnik, P. Yao, J. Yengo, L. Young, R. Boeing, H. Boerwinkle, E. Bottinger, E.P. Chowdhury, R. Dedoussis, G. Dehghan, A. Deloukas, P. Ferrario, M.M. Ferrières, J. Florez, J.C. Frossard, P. Gudnason, V. Harris, T.B. Heckbert, S.R. Howson, J.M.M. Ingelsson, M. Kathiresan, S. Kee, F. Kuusisto, J. Langenberg, C. Launer, L.J. Lindgren, C.M. Männistö, S. Meitinger, T. Mohlke, K.L. Moitry, M. Morris, A.D. Murray, A.D. De Mutsert, R. Orho-Melander, M. Owen, K.R. Perola, M. Peters, A. Province, M.A. Rasheed, A. Ridker, P.M. Rivadineira, F. Rosendaal, F.R. Rosengren, A.H. Salomaa, V. Sheu, W.H.-H. Sladek, R. Smith, B.H. Strauch, K. Uitterlinden, A.G. Varma, R. Willer, C.J. Blüher, M. Chambers, J.C. Danesh, J. Van Duijn, C. Dupuis, J. Franco, O.H. Franks, P.W. Froguel, P. Grallert, H. Groop, L. Han, B.-G. Hansen, T. Hattersley, A.T. Hayward, C. Ingelsson, E. Kardia, S.L.R. Karpe, F. Kooner, J.S. Köttgen, A. Kuulasmaa, K. Laakso, M. Lin, X. Lind, L. Liu, Y. Loos, R.J.F. Marchini, J. Metspalu, A. Mook-Kanamori, D. Nordestgaard, Bø.G. Palmer, C.N.A. Pankow, J.S. Pedersen, O. Psaty, B.M. Rauramaa, R. Sattar, N. Schulze, M.B. Soranzo, N. Spector, T.D. Stefansson, K. Stumvoll, M. Thorsteinsdottir, U. Tuomi, T. Tuomilehto, J. Wareham, N.J. Wilson, J.G. Zeggini, E. Scott, R.A. Barroso, I. Frayling, T.M. Goodarzi, M.O. Meigs, J.B. Boehnke, M. Saleheen, D. Morris, A.P. Rotter, J.I. McCarthy, M.I. ExomeBP Consortium MAGIC Consortium GIANT Consortium
Abstract: We aggregated coding variant data for 81,412 type 2 diabetes cases and 370,832 controls of diverse ancestry, identifying 40 coding variant association signals (P < 2.2 × 10-7); of these, 16 map outside known risk-associated loci. We make two important observations. First, only five of these signals are driven by low-frequency variants: even for these, effect sizes are modest (odds ratio ≤1.29). Second, when we used large-scale genome-wide association data to fine-map the associated variants in their regional context, accounting for the global enrichment of complex trait associations in coding sequence, compelling evidence for coding variant causality was obtained for only 16 signals. At 13 others, the associated coding variants clearly represent 'false leads' with potential to generate erroneous mechanistic inference. Coding variant associations offer a direct route to biological insight for complex diseases and identification of validated therapeutic targets; however, appropriate mechanistic inference requires careful specification of their causal contribution to disease predisposition. © 2018 The Author(s).
Published: 2018

21. Identification of new susceptibility loci for type 2 diabetes and shared etiological pathways with coronary heart disease

Author: Zhao, W., Rasheed, A., Tikkanen, E., Lee, J.J., Butterworth, A.S., Howson, J.M.M., Assimes, T.L., Chowdhury, R., Orho-Melander, M., Damrauer, S., Small, A., Asma, S., Imamura, M., Yamauch, T., Chambers, J.C., Chen, P., Sapkota, B.R., Shah, N., Jabeen, S., Surendran, P., Lu, Y.C., Zhang, W.H., Imran, A., Abbas, S., Majeed, F., Trindade, K., Qamar, N., Mallick, N.H., Yaqoob, Z., Saghir, T., Rizvi, S.N.H., Memon, A., Rasheed, S.Z., Memon, F.U.R., Mehmood, K., Ahmed, N., Qureshi, I.H., Tanveer-us-Salam, Iqbal, W., Malik, U., Mehra, N., Kuo, J.Z., Sheu, W.H.H., Guo, X.Q., Hsiung, C.A., Juang, J.M.J., Taylor, K.D., Hung, Y.J., Lee, W.J., Quertermous, T., Lee, I.T., Hsu, C.C., Bottinger, E.P., Ralhan, S., Teo, Y.Y., Wang, T.D., Alam, D.S., Angelantonio, E. di, Epstein, S., Nielsen, S.F., Nordestgaard, B.G., Tybjaerg-Hansen, A., Young, R., Benn, M., Frikke-Schmidt, R., Kamstrup, P.R., Biobank, M., Jukema, J.W., Sattar, N., Smit, R., Chung, R.H., Liang, K.W., Anand, S., Sanghera, D.K., Ripatti, S., Loos, R.J.F., Kooner, J.S., Tai, E.S., Rotter, J.I., Chen, Y.D.I., Frossard, P., Maeda, S., Kadowaki, T., Reilly, M., Pare, G., Melander, O., Salomaa, V., Rader, D.J., Danesh, J., Voight, B.F., Saleheen, D., CHD Exome Consortium, EPIC-CVD Consortium, EPIC-Interact Consortium, Butterworth, Adam [0000-0002-6915-9015], Howson, Joanna [0000-0001-7618-0050], Chowdhury, Rajiv [0000-0003-4881-5690], Surendran, Praveen [0000-0002-4911-6077], Di Angelantonio, Emanuele [0000-0001-8776-6719], Danesh, John [0000-0003-1158-6791], and Apollo - University of Cambridge Repository
Subjects: 0301 basic medicine, endocrine system diseases, EPIC-Interact Consortium, Genome-wide association study, Coronary Disease, Type 2 diabetes, ACID-BINDING PROTEIN, Comorbidity, 030204 cardiovascular system & hematology, VARIANTS, Cardiovascular, Bioinformatics, Medical and Health Sciences, 0302 clinical medicine, Risk Factors, 2.1 Biological and endogenous factors, ARTERY-DISEASE, Molecular Targeted Therapy, Aetiology, health care economics and organizations, 11 Medical and Health Sciences, Genetics & Heredity, RISK, Metabolic Syndrome, 0303 health sciences, CHD Exome+ Consortium, Diabetes, Single Nucleotide, Biological Sciences, 3. Good health, Europe, Heart Disease, MENDELIAN RANDOMIZATION, Medical genetics, Life Sciences & Biomedicine, Type 2, Metabolic Networks and Pathways, Asian Continental Ancestry Group, medicine.medical_specialty, endocrine system, Asia, education, European Continental Ancestry Group, Mutation, Missense, Single-nucleotide polymorphism, Biology, Polymorphism, Single Nucleotide, Article, White People, EPIC-CVD Consortium, GENETIC ARCHITECTURE, 03 medical and health sciences, Asian People, Clinical Research, Mendelian randomization, Diabetes Mellitus, Genetics, Genetic predisposition, medicine, Humans, Genetic Predisposition to Disease, Obesity, Genetic variability, cardiovascular diseases, Polymorphism, GENOME-WIDE ASSOCIATION, Heart Disease - Coronary Heart Disease, Metabolic and endocrine, METAANALYSIS, AP2, 030304 developmental biology, Science & Technology, Human Genome, nutritional and metabolic diseases, Odds ratio, 06 Biological Sciences, medicine.disease, HLA-DRB5 Chains, Michigan Biobank, 030104 developmental biology, ATHEROSCLEROSIS, Diabetes Mellitus, Type 2, Genetic Loci, Mutation, Missense, human activities, Biomarkers, Genome-Wide Association Study, Developmental Biology
Abstract: Danish Saleheen, Benjamin Voight and colleagues perform genome-wide analysis of multi-ancestry cohorts to identify genetic associations with type 2 diabetes (T2D) and coronary heart disease (CHD). They find novel loci and show that 24% of T2D loci are also associated with CHD and that greater genetic risk of T2D increases risk of CHD. To evaluate the shared genetic etiology of type 2 diabetes (T2D) and coronary heart disease (CHD), we conducted a genome-wide, multi-ancestry study of genetic variation for both diseases in up to 265,678 subjects for T2D and 260,365 subjects for CHD. We identify 16 previously unreported loci for T2D and 1 locus for CHD, including a new T2D association at a missense variant in HLA-DRB5 (odds ratio (OR) = 1.29). We show that genetically mediated increase in T2D risk also confers higher CHD risk. Joint T2D–CHD analysis identified eight variants—two of which are coding—where T2D and CHD associations appear to colocalize, including a new joint T2D–CHD association at the CCDC92 locus that also replicated for T2D. The variants associated with both outcomes implicate new pathways as well as targets of existing drugs, including icosapent ethyl and adipocyte fatty-acid-binding protein.
Published: 2017

22. Genome-wide association study of primary open-angle glaucoma in continental and admixed African populations

Author: Bonnemaijer, P.W.M. (Pieter), Iglesias, A.I. (Adriana I.), Nadkarni, G.N. (Girish N.), Sanyiwa, A.J. (Anna J.), Hassan, H.G. (Hassan G.), Cook, C. (Colin), Simcoe, M. (Mark), Taylor, K.D. (Kent), Schurmann, C. (Claudia), Belbin, G.M. (Gillian M.), Kenny, E.E. (Eimear E.), Bottinger, E.P. (Erwin P.), van de Laar, S. (Suzanne), Wiliams, S.E.I. (Susan E. I.), Akafo, S.K. (Stephen K.), Ashaye, A.O. (Adeyinka O.), Zangwill, L.M. (Linda), Girkin, C.A. (Christopher A.), Ng, M.C.Y. (Maggie C.Y.), Rotter, J.I. (Jerome I.), Weinreb, R.N. (Robert N.), Li, Z. (Zheng), Allingham, R.R. (R Rand), Nag, A. (Abhishek), Hysi, P.G. (Pirro G.), Meester-Smoor, M.A. (Magda), Wiggs, J.L. (Janey L.), Hauser, M.A. (Michael A.), Hammond, C.J. (Christopher J.), Lemij, H.G. (Hans G.), Loos, R.J.F. (Ruth), Duijn, C.M. (Cornelia) van, Thiadens, A.A.H.J. (Alberta), Klaver, C.C.W. (Caroline), Bonnemaijer, P.W.M. (Pieter), Iglesias, A.I. (Adriana I.), Nadkarni, G.N. (Girish N.), Sanyiwa, A.J. (Anna J.), Hassan, H.G. (Hassan G.), Cook, C. (Colin), Simcoe, M. (Mark), Taylor, K.D. (Kent), Schurmann, C. (Claudia), Belbin, G.M. (Gillian M.), Kenny, E.E. (Eimear E.), Bottinger, E.P. (Erwin P.), van de Laar, S. (Suzanne), Wiliams, S.E.I. (Susan E. I.), Akafo, S.K. (Stephen K.), Ashaye, A.O. (Adeyinka O.), Zangwill, L.M. (Linda), Girkin, C.A. (Christopher A.), Ng, M.C.Y. (Maggie C.Y.), Rotter, J.I. (Jerome I.), Weinreb, R.N. (Robert N.), Li, Z. (Zheng), Allingham, R.R. (R Rand), Nag, A. (Abhishek), Hysi, P.G. (Pirro G.), Meester-Smoor, M.A. (Magda), Wiggs, J.L. (Janey L.), Hauser, M.A. (Michael A.), Hammond, C.J. (Christopher J.), Lemij, H.G. (Hans G.), Loos, R.J.F. (Ruth), Duijn, C.M. (Cornelia) van, Thiadens, A.A.H.J. (Alberta), and Klaver, C.C.W. (Caroline)
Abstract: Primary open angle glaucoma (POAG) is a complex disease with a major genetic contribution. Its prevalence varies greatly among ethnic groups, and is up to five times more frequent in black African populations compared to Europeans. So far, worldwide efforts to elucidate the genetic complexity of POAG in African populations has been limited. We conducted a genome-wide association study in 1113 POAG cases and 1826 controls from Tanzanian, South African and African American study samples. Apart from confirming evidence of association at TXNRD2 (rs16984299; OR[T] 1.20; P = 0.003), we found that a genetic risk score combining the effects of the 15 previously reported POAG loci was significantly associated with POAG in our samples (OR 1.56; 95% CI 1.26–1.93; P = 4.79 × 10−5). By genome-wide association testing we identified a novel candidate locus, rs141186647, harboring EXOC4 (OR[A] 0.48; P = 3.75 × 10−8), a gene transcribing a component of the exocyst complex involved in vesicle transport. The low frequency and high degree of genetic heterogeneity at this region hampered validation of this finding in predominantly West-African replication sets. Our results suggest that established genetic risk factors play a role in African POAG, however, they do not explain the higher disease load. The high heterogeneity within Africans remains a challenge to identify the genetic commonalities for POAG in this ethnicity, and demands studies of extremely large size.
Published: 2018
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23. Erratum to: Genetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits

Author: Evangelou, E. (Evangelos), Warren, H. (Helen), Mosen-Ansorena, D. (David), Mifsud, B. (Borbala), Pazoki, R. (Raha), Gao, H. (He), Ntritsos, G. (Georgios), Dimou, N. (Niki), Cabrera, C.P. (Claudia P.), Karaman, I. (Ibrahim), Ng, F.L. (Fu Liang), Evangelou, M. (Marina), Witkowska, K. (Katarzyna), Tzanis, E. (Evan), Hellwege, J.N. (Jacklyn N.), Giri, A. (Ayush), Velez Edwards, D.R. (Digna R.), Sun, Y.V. (Yan V.), Cho, K. (Kelly), Gaziano, J.M. (J. Michael), Wilson, P.W.F. (Peter W. F.), Tsao, P.S. (Philip S.), Kovesdy, C.P. (Csaba P.), Esko, T. (Tonu), Mägi, R. (Reedik), Milani, L. (Lili), Almgren, P. (Peter), Boutin, T. (Thibaud), Debette, S. (Stéphanie), Ding, J. (Jun), Giulianini, F. (Franco), Holliday, E.G. (Elizabeth), Jackson, A.U. (Anne), Li-Gao, R. (Ruifang), Lin, W.-Y. (Wei-Yu), Luan, J., Mangino, M. (Massimo), Oldmeadow, C. (Christopher), Prins, B.P. (Bram Peter), Qian, Y. (Yong), Sargurupremraj, M. (Muralidharan), Shah, N. (Nisha), Surendran, P. (Praveen), Thériault, S. (Sébastien), Verweij, N. (Niek), Willems, S.M. (Sara), Zhao, J.-H. (Jing-Hua), Amouyel, P. (Philippe), Connell, J. (John), Mutsert, R. (Reneé) de, Doney, A.S.F. (Alex), Farrall, M. (Martin), Menni, C. (Cristina), Morris, A.D. (Andrew), Noordam, R. (Raymond), Pare, G. (Guillame), Poulter, N.R. (Neil), Shields, D.C. (Denis C.), Stanton, A. (Alice), McG Thom, S.A., Abecasis, G. (Gonçalo), Amin, N. (Najaf), Arking, D.E. (Dan), Ayers, K.L. (Kristin), Barbieri, C.M. (Caterina M.), Batini, C. (Chiara), Bis, J.C. (Joshua), Blake, T. (Tineka), Bochud, M. (Murielle), Boehnke, M. (Michael), Boerwinkle, E. (Eric), Boomsma, D.I. (Dorret I.), Bottinger, E.P. (Erwin P.), Braund, P.S. (Peter), Brumat, M. (Marco), Campbell, A. (Archie), Campbell, H. (Harry), Chakravarti, A. (Aravinda), Chambers, J.C. (John C.), Chauhan, G. (Ganesh), Ciullo, M. (Marina), Cocca, M. (Massimiliano), Collins, F. (Francis), Cordell, H.J. (Heather), Davies, G. (Gail), de Borst, M.H. (Martin H.), Geus, E.J.C. (Eco) de, Deary, I.J. (Ian), Deelen, J. (Joris), Del Greco M, F. (Fabiola), Demirkale, C.Y. (Cumhur Yusuf), Dörr, M. (Marcus), Ehret, G.B. (Georg B.), Elosua, R. (Roberto), Enroth, S. (Stefan), Erzurumluoglu, A.M. (A. Mesut), Ferreira, T. (Teresa), Frånberg, M. (Mattias), Franco, O.H. (Oscar), Gandin, I. (Ilaria), Gasparini, P. (Paolo), Giedraitis, V. (Vilmantas), Gieger, C. (Christian), Girotto, G. (Giorgia), Goel, A. (Anuj), Gow, A.J. (Alan J.), Gudnason, V. (Vilmundur), Guo, X. (Xiuqing), Gyllensten, U. (Ulf), Hamsten, A. (Anders), Harris, T.B. (Tamara), Harris, S.E. (Sarah), Hartman, C.A. (Catharina A.), Havulinna, A.S. (Aki), Hicks, A.A. (Andrew A.), Hofer, E. (Edith), Hofman, A. (Albert), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer E.), Hwang, S.-J. (Shih-Jen), Ingelsson, E. (Erik), James, A. (Alan), Jansen, R. (Rick), Jarvelin, M.-R. (Marjo-Riitta), Joehanes, R. (Roby), Johansson, A. (Åsa), Johnson, A.D. (Andrew), Joshi, P.K. (Peter K.), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Jula, A. (Antti), Kähönen, M. (Mika), Kathiresan, S. (Sekar), Keavney, B.D. (Bernard D.), Khaw, K.-T. (Kay-Tee), Knekt, P., Knight, J. (Joanne), Kolcic, I. (Ivana), Kooner, J.S. (Jaspal S.), Koskinen, S. (Seppo), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Laan, M. (Maris), Larson, M.G. (Martin), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lehtimäki, T. (Terho), Liewald, D.C.M. (David C. M.), Lin, L. (Li), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Liu, Y. (YongMei), Loos, R.J.F. (Ruth), Lopez, L.M. (Lorna), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), Mahajan, A. (Anubha), Mamasoula, C. (Chrysovalanto), Marrugat, J. (Jaume), Marten, J. (Jonathan), Milaneschi, Y. (Yuri), Morgan, A. (Anna), Morris, A.P. (Andrew), Morrison, A.C. (Alanna), Munson, P.J. (Peter), Nalls, M.A. (Michael), Nandakumar, P. (Priyanka), Nelson, C.P. (Christopher P.), Niiranen, T. (Teemu), Nolte, I.M. (Ilja), Nutile, T. (Teresa), Oldehinkel, A.J. (Albertine), Oostra, B.A. (Ben), O’Reilly, P.F. (Paul F.), Org, E. (Elin), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Palotie, A. (Aarno), Pattie, A. (Alison), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Nguyen, Q.T. (Quang Tri), Raitakari, O. (Olli), Ren, M. (Meixia), Rettig, R. (Rainer), Rice, K.M. (Kenneth), Ridker, P.M. (Paul), Ried, J.S. (Janina S.), Riese, H. (Harriëtte), Ripatti, S. (Samuli), Robino, A. (Antonietta), Rose, L.M. (Lynda M.), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruggiero, D., Saba, Y. (Yasaman), Sala, C. (Cinzia), Salomaa, V. (Veikko), Samani, N.J. (Nilesh J.), Sarin, A.-P., Schmidt, R. (Reinhold), Schmidt, H. (Helena), Shrine, N.R.G. (Nick), Siscovick, D. (David), Smith, A.V. (Albert), Snieder, H. (Harold), Sõber, S. (Siim), Sorice, R., Starr, J.M. (John), Stott, D.J. (David. J.), Strachan, D.P. (David), Strawbridge, R.J. (Rona), Sundström, J. (Johan), Swertz, M.A. (Morris A.), Taylor, K.D. (Kent), Teumer, A. (Alexander), Tobin, M.D. (Martin), Tomaszewski, M. (Maciej), Toniolo, D. (Daniela), Traglia, M. (Michela), Trompet, S. (Stella), Tuomilehto, J. (Jaakko), Tzourio, C. (Christophe), Uitterlinden, A.G. (André), Vaez, A. (Ahmad), Most, P.J. (Peter) van der, Duijn, C.M. (Cornelia) van, Vergnaud, A.-C. (Anne-Claire), Verwoert, G.C. (Germaine C.), Vitart, V. (Veronique), Völker, U. (Uwe), Vollenweider, P. (Peter), Vuckovic, D. (Dragana), Watkins, H. (Hugh), Wild, S.H. (Sarah), Willemsen, G. (Gonneke), Wilson, J.F. (James F.), Wright, A.F. (Alan), Yao, J. (Jie), Zemunik, T. (Tatijana), Zhang, W. (Weihua), Attia, J. (John), Butterworth, A.S. (Adam S.), Chasman, D.I. (Daniel), Conen, D. (David), Cucca, F. (Francesco), Danesh, J. (John), Hayward, C. (Caroline), Howson, J.M.M. (Joanna M. M.), Laakso, M. (Markku), Lakatta, E.G. (Edward G.), Langenberg, C. (Claudia), Melander, O. (Olle), Mook-Kanamori, D.O. (Dennis O.), Palmer, C.N.A. (Colin N. A.), Risch, L. (Lorenz), Scott, R.A. (Robert), Scott, R.J. (Rodney J.), Sever, P. (Peter), Spector, T.D. (Timothy), van der Harst, P. (Pim), Wareham, N.J. (Nick), Zeggini, E. (Eleftheria), Levy, D. (Daniel), Munroe, P. (Patricia), Newton-Cheh, C. (Christopher), Brown, M.J. (Morris), Metspalu, A. (Andres), Hung, A.M. (Adriana M.), Ódonnell, C.J. (Christopher), Edwards, T.L. (Todd L.), Psaty, B.M. (Bruce), Tzoulaki, I., Barnes, M.J. (Michael), Wain, L.V. (Louise V.), Elliott, P. (Paul), Caulfield, M. (Mark), Evangelou, E. (Evangelos), Warren, H. (Helen), Mosen-Ansorena, D. (David), Mifsud, B. (Borbala), Pazoki, R. (Raha), Gao, H. (He), Ntritsos, G. (Georgios), Dimou, N. (Niki), Cabrera, C.P. (Claudia P.), Karaman, I. (Ibrahim), Ng, F.L. (Fu Liang), Evangelou, M. (Marina), Witkowska, K. (Katarzyna), Tzanis, E. (Evan), Hellwege, J.N. (Jacklyn N.), Giri, A. (Ayush), Velez Edwards, D.R. (Digna R.), Sun, Y.V. (Yan V.), Cho, K. (Kelly), Gaziano, J.M. (J. Michael), Wilson, P.W.F. (Peter W. F.), Tsao, P.S. (Philip S.), Kovesdy, C.P. (Csaba P.), Esko, T. (Tonu), Mägi, R. (Reedik), Milani, L. (Lili), Almgren, P. (Peter), Boutin, T. (Thibaud), Debette, S. (Stéphanie), Ding, J. (Jun), Giulianini, F. (Franco), Holliday, E.G. (Elizabeth), Jackson, A.U. (Anne), Li-Gao, R. (Ruifang), Lin, W.-Y. (Wei-Yu), Luan, J., Mangino, M. (Massimo), Oldmeadow, C. (Christopher), Prins, B.P. (Bram Peter), Qian, Y. (Yong), Sargurupremraj, M. (Muralidharan), Shah, N. (Nisha), Surendran, P. (Praveen), Thériault, S. (Sébastien), Verweij, N. (Niek), Willems, S.M. (Sara), Zhao, J.-H. (Jing-Hua), Amouyel, P. (Philippe), Connell, J. (John), Mutsert, R. (Reneé) de, Doney, A.S.F. (Alex), Farrall, M. (Martin), Menni, C. (Cristina), Morris, A.D. (Andrew), Noordam, R. (Raymond), Pare, G. (Guillame), Poulter, N.R. (Neil), Shields, D.C. (Denis C.), Stanton, A. (Alice), McG Thom, S.A., Abecasis, G. (Gonçalo), Amin, N. (Najaf), Arking, D.E. (Dan), Ayers, K.L. (Kristin), Barbieri, C.M. (Caterina M.), Batini, C. (Chiara), Bis, J.C. (Joshua), Blake, T. (Tineka), Bochud, M. (Murielle), Boehnke, M. (Michael), Boerwinkle, E. (Eric), Boomsma, D.I. (Dorret I.), Bottinger, E.P. (Erwin P.), Braund, P.S. (Peter), Brumat, M. (Marco), Campbell, A. (Archie), Campbell, H. (Harry), Chakravarti, A. (Aravinda), Chambers, J.C. (John C.), Chauhan, G. (Ganesh), Ciullo, M. (Marina), Cocca, M. (Massimiliano), Collins, F. (Francis), Cordell, H.J. (Heather), Davies, G. (Gail), de Borst, M.H. (Martin H.), Geus, E.J.C. (Eco) de, Deary, I.J. (Ian), Deelen, J. (Joris), Del Greco M, F. (Fabiola), Demirkale, C.Y. (Cumhur Yusuf), Dörr, M. (Marcus), Ehret, G.B. (Georg B.), Elosua, R. (Roberto), Enroth, S. (Stefan), Erzurumluoglu, A.M. (A. Mesut), Ferreira, T. (Teresa), Frånberg, M. (Mattias), Franco, O.H. (Oscar), Gandin, I. (Ilaria), Gasparini, P. (Paolo), Giedraitis, V. (Vilmantas), Gieger, C. (Christian), Girotto, G. (Giorgia), Goel, A. (Anuj), Gow, A.J. (Alan J.), Gudnason, V. (Vilmundur), Guo, X. (Xiuqing), Gyllensten, U. (Ulf), Hamsten, A. (Anders), Harris, T.B. (Tamara), Harris, S.E. (Sarah), Hartman, C.A. (Catharina A.), Havulinna, A.S. (Aki), Hicks, A.A. (Andrew A.), Hofer, E. (Edith), Hofman, A. (Albert), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer E.), Hwang, S.-J. (Shih-Jen), Ingelsson, E. (Erik), James, A. (Alan), Jansen, R. (Rick), Jarvelin, M.-R. (Marjo-Riitta), Joehanes, R. (Roby), Johansson, A. (Åsa), Johnson, A.D. (Andrew), Joshi, P.K. (Peter K.), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Jula, A. (Antti), Kähönen, M. (Mika), Kathiresan, S. (Sekar), Keavney, B.D. (Bernard D.), Khaw, K.-T. (Kay-Tee), Knekt, P., Knight, J. (Joanne), Kolcic, I. (Ivana), Kooner, J.S. (Jaspal S.), Koskinen, S. (Seppo), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Laan, M. (Maris), Larson, M.G. (Martin), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lehtimäki, T. (Terho), Liewald, D.C.M. (David C. M.), Lin, L. (Li), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Liu, Y. (YongMei), Loos, R.J.F. (Ruth), Lopez, L.M. (Lorna), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), Mahajan, A. (Anubha), Mamasoula, C. (Chrysovalanto), Marrugat, J. (Jaume), Marten, J. (Jonathan), Milaneschi, Y. (Yuri), Morgan, A. (Anna), Morris, A.P. (Andrew), Morrison, A.C. (Alanna), Munson, P.J. (Peter), Nalls, M.A. (Michael), Nandakumar, P. (Priyanka), Nelson, C.P. (Christopher P.), Niiranen, T. (Teemu), Nolte, I.M. (Ilja), Nutile, T. (Teresa), Oldehinkel, A.J. (Albertine), Oostra, B.A. (Ben), O’Reilly, P.F. (Paul F.), Org, E. (Elin), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Palotie, A. (Aarno), Pattie, A. (Alison), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Nguyen, Q.T. (Quang Tri), Raitakari, O. (Olli), Ren, M. (Meixia), Rettig, R. (Rainer), Rice, K.M. (Kenneth), Ridker, P.M. (Paul), Ried, J.S. (Janina S.), Riese, H. (Harriëtte), Ripatti, S. (Samuli), Robino, A. (Antonietta), Rose, L.M. (Lynda M.), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruggiero, D., Saba, Y. (Yasaman), Sala, C. (Cinzia), Salomaa, V. (Veikko), Samani, N.J. (Nilesh J.), Sarin, A.-P., Schmidt, R. (Reinhold), Schmidt, H. (Helena), Shrine, N.R.G. (Nick), Siscovick, D. (David), Smith, A.V. (Albert), Snieder, H. (Harold), Sõber, S. (Siim), Sorice, R., Starr, J.M. (John), Stott, D.J. (David. J.), Strachan, D.P. (David), Strawbridge, R.J. (Rona), Sundström, J. (Johan), Swertz, M.A. (Morris A.), Taylor, K.D. (Kent), Teumer, A. (Alexander), Tobin, M.D. (Martin), Tomaszewski, M. (Maciej), Toniolo, D. (Daniela), Traglia, M. (Michela), Trompet, S. (Stella), Tuomilehto, J. (Jaakko), Tzourio, C. (Christophe), Uitterlinden, A.G. (André), Vaez, A. (Ahmad), Most, P.J. (Peter) van der, Duijn, C.M. (Cornelia) van, Vergnaud, A.-C. (Anne-Claire), Verwoert, G.C. (Germaine C.), Vitart, V. (Veronique), Völker, U. (Uwe), Vollenweider, P. (Peter), Vuckovic, D. (Dragana), Watkins, H. (Hugh), Wild, S.H. (Sarah), Willemsen, G. (Gonneke), Wilson, J.F. (James F.), Wright, A.F. (Alan), Yao, J. (Jie), Zemunik, T. (Tatijana), Zhang, W. (Weihua), Attia, J. (John), Butterworth, A.S. (Adam S.), Chasman, D.I. (Daniel), Conen, D. (David), Cucca, F. (Francesco), Danesh, J. (John), Hayward, C. (Caroline), Howson, J.M.M. (Joanna M. M.), Laakso, M. (Markku), Lakatta, E.G. (Edward G.), Langenberg, C. (Claudia), Melander, O. (Olle), Mook-Kanamori, D.O. (Dennis O.), Palmer, C.N.A. (Colin N. A.), Risch, L. (Lorenz), Scott, R.A. (Robert), Scott, R.J. (Rodney J.), Sever, P. (Peter), Spector, T.D. (Timothy), van der Harst, P. (Pim), Wareham, N.J. (Nick), Zeggini, E. (Eleftheria), Levy, D. (Daniel), Munroe, P. (Patricia), Newton-Cheh, C. (Christopher), Brown, M.J. (Morris), Metspalu, A. (Andres), Hung, A.M. (Adriana M.), Ódonnell, C.J. (Christopher), Edwards, T.L. (Todd L.), Psaty, B.M. (Bruce), Tzoulaki, I., Barnes, M.J. (Michael), Wain, L.V. (Louise V.), Elliott, P. (Paul), and Caulfield, M. (Mark)
Abstract: In the version of this article originally published, the name of author Martin H. de Borst was coded incorrectly in the XML. The error has now been corrected in the HTML version of the paper.
Published: 2018
Full Text: View/download PDF

24. PR interval genome-wide association meta-analysis identifies 50 loci associated with atrial and atrioventricular electrical activity

Author: Setten, J. (Jessica) van, Brody, J.A. (Jennifer A.), Jamshidi, Y. (Yalda), Swenson, B.R. (Brenton R.), Butler, A.M. (Anne M.), Campbell, H. (Harry), Del Greco, F.M. (Fabiola), Evans, D.S. (Daniel), Gibson, Q. (Quince), Gudbjartsson, D.F. (Daniel), Kerr, K.F. (Kathleen), Krijthe, B.P. (Bouwe), Lyytikäinen, L.-P. (Leo-Pekka), Müller, C. (Christian), Müller-Nurasyid, M. (Martina), Nolte, I.M. (Ilja), Padmanabhan, S. (Sandosh), Ritchie, M.D. (Marylyn D.), Robino, A. (Antonietta), Smith, A.V. (Albert), Steri, M. (Maristella), Tanaka, T. (Toshiko), Teumer, A. (Alexander), Trompet, S. (Stella), Ulivi, S. (Sheila), Verweij, N. (Niek), Yin, X. (Xiaoyan), Arnar, D.O. (David O.), Asselbergs, F.W. (Folkert W.), Bader, J.S. (Joel), Barnard, J. (John), Bis, J.C. (Joshua), Blankenberg, S. (Stefan), Boerwinkle, E. (Eric), Bradford, Y. (Yuki), Buckley, B.M. (Brendan M.), Chung, M.K. (Mina), Crawford, D. (Dana), Hoed, M. (Marcel) den, Denny, J.C. (Joshua C.), Dominiczak, A. (Anna), Ehret, G.B. (Georg B.), Eijgelsheim, M. (Mark), Ellinor, P.T. (Patrick), Felix, S.B. (Stephan), Franco, O.H. (Oscar), Franke, L. (Lude), Harris, T.B. (Tamara), Holm, H. (Hilma), Ilaria, G. (Gandin), Iorio, A. (Annamaria), Kähönen, M. (Mika), Kolcic, I. (Ivana), Kors, J.A. (Jan), Lakatta, E. (Edward), Launer, L.J. (Lenore), Lin, H. (Honghuang), Lin, H.J. (Henry J.), Loos, R.J.F. (Ruth), Lubitz, S.A. (Steven A.), MacFarlane, P.W. (Peter), Magnani, J.W. (Jared), Leach, I.M. (Irene Mateo), Meitinger, T. (Thomas), Mitchell, B.D. (Braxton), Munzel, T. (Thomas), Papanicolaou, G.J. (George J.), Peters, A. (Annette), Pfeufer, A. (Arne), Pramstaller, P.P. (Peter Paul), Raitakari, O. (Olli), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Samani, N.J. (Nilesh J.), Schlessinger, D. (David), Silva Aldana, C.T. (Claudia), Sinner, M.F. (Moritz), Smith, J.D. (Jonathan), Snieder, H. (Harold), Soliman, E.Z. (Elsayed Z.), Spector, T.D. (Timothy), Stott, D.J. (David. J.), Strauch, K. (Konstantin), Tarasov, K.V. (Kirill V.), Thorsteinsdottir, U. (Unnur), Uitterlinden, A.G. (André), Wagoner, D.R. (David) van, Völker, U. (Uwe), Völzke, H. (Henry), Waldenberger, M. (Melanie), Jan Westra, H. (Harm), Wild, P.S. (Philipp), Zeller, T. (Tanja), Alonso, A. (Alvaro), Avery, C.L., Bandinelli, S. (Stefania), Benjamin, E.J. (Emelia), Cucca, F. (Francesco), Dörr, M. (Marcus), Ferrucci, L. (Luigi), Gasparini, P. (Paolo), Gudnason, V. (Vilmundur), Hayward, C. (Caroline), Heckbert, S.R. (Susan), Hicks, A.A. (Andrew A.), Jukema, J.W. (Jan Wouter), Kääb, S. (Stefan), Lehtimäki, T. (Terho), Liu, Y. (YongMei), Munroe, P. (Patricia), Parsa, A. (Afshin), Polasek, O. (Ozren), Psaty, B.M. (Bruce M.), Roden, D.M. (Dan), Schnabel, R.B. (Renate), Sinagra, G. (Gianfranco), Zwart, J-A. (John-Anker), Stricker, B.H.Ch. (Bruno), van der Harst, P. (Pim), Duijn, C.M. (Cornelia) van, Wilson, J.F. (James F.), Gharib, S.A. (Sina), Bakker, P.I.W. (Paul) de, Isaacs, A. (Aaron), Arking, D.E. (Dan), Sotoodehnia, N. (Nona), Setten, J. (Jessica) van, Brody, J.A. (Jennifer A.), Jamshidi, Y. (Yalda), Swenson, B.R. (Brenton R.), Butler, A.M. (Anne M.), Campbell, H. (Harry), Del Greco, F.M. (Fabiola), Evans, D.S. (Daniel), Gibson, Q. (Quince), Gudbjartsson, D.F. (Daniel), Kerr, K.F. (Kathleen), Krijthe, B.P. (Bouwe), Lyytikäinen, L.-P. (Leo-Pekka), Müller, C. (Christian), Müller-Nurasyid, M. (Martina), Nolte, I.M. (Ilja), Padmanabhan, S. (Sandosh), Ritchie, M.D. (Marylyn D.), Robino, A. (Antonietta), Smith, A.V. (Albert), Steri, M. (Maristella), Tanaka, T. (Toshiko), Teumer, A. (Alexander), Trompet, S. (Stella), Ulivi, S. (Sheila), Verweij, N. (Niek), Yin, X. (Xiaoyan), Arnar, D.O. (David O.), Asselbergs, F.W. (Folkert W.), Bader, J.S. (Joel), Barnard, J. (John), Bis, J.C. (Joshua), Blankenberg, S. (Stefan), Boerwinkle, E. (Eric), Bradford, Y. (Yuki), Buckley, B.M. (Brendan M.), Chung, M.K. (Mina), Crawford, D. (Dana), Hoed, M. (Marcel) den, Denny, J.C. (Joshua C.), Dominiczak, A. (Anna), Ehret, G.B. (Georg B.), Eijgelsheim, M. (Mark), Ellinor, P.T. (Patrick), Felix, S.B. (Stephan), Franco, O.H. (Oscar), Franke, L. (Lude), Harris, T.B. (Tamara), Holm, H. (Hilma), Ilaria, G. (Gandin), Iorio, A. (Annamaria), Kähönen, M. (Mika), Kolcic, I. (Ivana), Kors, J.A. (Jan), Lakatta, E. (Edward), Launer, L.J. (Lenore), Lin, H. (Honghuang), Lin, H.J. (Henry J.), Loos, R.J.F. (Ruth), Lubitz, S.A. (Steven A.), MacFarlane, P.W. (Peter), Magnani, J.W. (Jared), Leach, I.M. (Irene Mateo), Meitinger, T. (Thomas), Mitchell, B.D. (Braxton), Munzel, T. (Thomas), Papanicolaou, G.J. (George J.), Peters, A. (Annette), Pfeufer, A. (Arne), Pramstaller, P.P. (Peter Paul), Raitakari, O. (Olli), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Samani, N.J. (Nilesh J.), Schlessinger, D. (David), Silva Aldana, C.T. (Claudia), Sinner, M.F. (Moritz), Smith, J.D. (Jonathan), Snieder, H. (Harold), Soliman, E.Z. (Elsayed Z.), Spector, T.D. (Timothy), Stott, D.J. (David. J.), Strauch, K. (Konstantin), Tarasov, K.V. (Kirill V.), Thorsteinsdottir, U. (Unnur), Uitterlinden, A.G. (André), Wagoner, D.R. (David) van, Völker, U. (Uwe), Völzke, H. (Henry), Waldenberger, M. (Melanie), Jan Westra, H. (Harm), Wild, P.S. (Philipp), Zeller, T. (Tanja), Alonso, A. (Alvaro), Avery, C.L., Bandinelli, S. (Stefania), Benjamin, E.J. (Emelia), Cucca, F. (Francesco), Dörr, M. (Marcus), Ferrucci, L. (Luigi), Gasparini, P. (Paolo), Gudnason, V. (Vilmundur), Hayward, C. (Caroline), Heckbert, S.R. (Susan), Hicks, A.A. (Andrew A.), Jukema, J.W. (Jan Wouter), Kääb, S. (Stefan), Lehtimäki, T. (Terho), Liu, Y. (YongMei), Munroe, P. (Patricia), Parsa, A. (Afshin), Polasek, O. (Ozren), Psaty, B.M. (Bruce M.), Roden, D.M. (Dan), Schnabel, R.B. (Renate), Sinagra, G. (Gianfranco), Zwart, J-A. (John-Anker), Stricker, B.H.Ch. (Bruno), van der Harst, P. (Pim), Duijn, C.M. (Cornelia) van, Wilson, J.F. (James F.), Gharib, S.A. (Sina), Bakker, P.I.W. (Paul) de, Isaacs, A. (Aaron), Arking, D.E. (Dan), and Sotoodehnia, N. (Nona)
Abstract: Electrocardiographic PR interval measures atrio-ventricular depolarization and conduction, and abnormal PR interval is a risk factor for atrial fibrillation and heart block. Our genome-wide association study of over 92,000 European-descent individuals identifies 44 PR interval loci (34 novel). Examination of these loci reveals known and previously not-yet-reported biological processes involved in cardiac atrial electrical activity. Genes in these loci are over-represented in cardiac disease processes including heart block and atrial fibrillation. Variants in over half of the 44 loci were associated with atrial or blood transcript expression levels, or were in high linkage disequilibrium with missense variants. Six additional loci were identified either by meta-analysis of ~105,000 African and European-descent individuals and/or by pleiotropic analyses combining PR interval with heart rate, QRS interval, and atrial fibrillation. These findings implicate developmental pathways, and identify transcription factors, ion-channel genes, and cell-junction/cell-signaling proteins in atrio-ventricular conduction, identifying potential targets for drug development.
Published: 2018
Full Text: View/download PDF

25. Genomewide meta-analysis identifies loci associated with IGF-I and IGEBP-3 levels with impact on age-related traits (vol 15, pg 811, 2016)

Author: Teumer, A., Qi, Q., Nethander, M., Aschard, H., Bandinelli, S., Beekman, M., Berndt, S.I., Bidlingmaier, M., Broer, L., Cappola, A., Ceda, G.P., Chanock, S., Chen, M.H., Chen, T.C., Chen, Y.D.I., Chung, J., Miglianico, F.D.G., Eriksson, J., Ferrucci, L., Friedrich, N., Gnewuch, C., Goodarzi, M.O., Grarup, N., Guo, T., Hammer, E., Hayes, R.B., Hicks, A.A., Hofman, A., Houwing-Duistermaat, J.J., Hu, F., Hunter, D.J., Husemoen, L.L., Isaacs, A., Jacobs, K.B., Janssen, J.A.M.J.L., Jansson, J.O., Jehmlich, N., Johnson, S., Juul, A., Karlsson, M., Kilpelainen, T.O., Kovacs, P., Kraft, P., Li, C., Linneberg, A., Liu, Y., Loos, R.J.F., Lorentzon, M., Lu, Y., Maggio, M., Magi, R., Meigs, J., Mellstrom, D., Nauck, M., Newman, A.B., Pollak, M.N., Pramstaller, P.P., Prokopenko, I., Psaty, B.M., Reincke, M., Rimm, E.B., Rotter, J.I., Pierre, A.S., Schurmann, C., Seshadri, S., Sjogren, K., Slagboom, P.E., Strickler, H.D., Stumvoll, M., Suh, Y., Sun, Q., Zhang, C., Svensson, J., Tanaka, T., Tare, A., Tonjes, A., Uh, H.W., Duijn, C.M. van, Heemst, D. van, Vandenput, L., Vasan, R.S., Volker, U., Willems, S.M., Ohlsson, C., Wallaschofski, H., Kaplan, R.C., CHARGE Longevity Working Grp, and Body Composition Genetics Consorti
Published: 2017

26. Systematic Evaluation of Pleiotropy Identifies 6 Further Loci Associated With Coronary Artery Disease

Author: Webb, T.R., Erdmann, J., Stirrups, K.E., Stitziel, N.O., Masca, N.G.D., Jansen, H., Kanoni, S., Nelson, C.P., Ferrario, P.G., Konig, I.R., Eicher, J.D., Johnson, A.D., Hamby, S.E., Betsholtz, C., Ruusalepp, A., Franzen, O., Schadt, E.E., Bjorkegren, J.L.M., Weeke, P.E., Auer, P.L., Schick, U.M., Lu, Y.C., Zhang, H., Dube, M.P., Goel, A., Farrall, M., Peloso, G.M., Won, H.H., R. do, Iperen, E. van, Kruppa, J., Mahajan, A., Scott, R.A., Willenborg, C., Braund, P.S., Capelleveen, J.C. van, Doney, A.S.F., Donnelly, L.A., Asselta, R., Merlini, P.A., Duga, S., Marziliano, N., Denny, J.C., Shaffer, C., El-Mokhtari, N.E., Franke, A., Heilmann, S., Hengstenberg, C., Hoffmann, P., Holmen, O.L., Hveem, K., Jansson, J.H., Jockel, K.H., Kessler, T., Kriebel, J., Laugwitz, K.L., Marouli, E., Martinelli, N., McCarthy, M.I., Zuydam, N.R. van, Meisinger, C., Esko, T., Mihailov, E., Escher, S.A., Alver, M., Moebus, S., Morris, A.D., Virtamo, J., Nikpay, M., Olivieri, O., Provost, S., AlQarawi, A., Robertson, N.R., Akinsansya, K.O., Reilly, D.F., Vogt, T.F., Yin, W., Asselbergs, F.W., Kooperberg, C., Jackson, R.D., Stahl, E., Muller-Nurasyid, M., Strauch, K., Varga, T.V., Waldenberger, M., Zeng, L.Y., Chowdhury, R., Salomaa, V., Ford, I., Jukema, J.W., Amouyel, P., Kontto, J., Nordestgaard, B.G., Ferrieres, J., Saleheen, D., Sattar, N., Surendran, P., Wagner, A., Young, R., Howson, J.M.M., Butterworth, A.S., Danesh, J., Ardissino, D., Bottinger, E.P., Erbel, R., Franks, P.W., Girelli, D., Hall, A.S., Hovingh, G.K., Kastrati, A., Lieb, W., Meitinger, T., Kraus, W.E., Shah, S.H., McPherson, R., Orho-Melander, M., Melander, O., Metspalu, A., Palmer, C.N.A., Peters, A., Rader, D.J., Reilly, M.P., Loos, R.J.F., Reiner, A.P., Roden, D.M., Tardif, J.C., Thompson, J.R., Wareham, N.J., Watkins, H., Willer, C.J., Samani, N.J., Schunkert, H., Deloukas, P., Kathiresan, S., Wellcome Trust Case Control, MORGAM Investigators, and Myocardial Infarction Genetics
Subjects: expression quantitative trait loci, single nucleotide polymorphism, cholesteryl ester transfer protein, genome-wide association, genetics
Abstract: BACKGROUND: Genome-wide association studies have so far identified 56 loci associated with risk of coronary artery disease (CAD). Many CAD loci show pleiotropy; that is, they are also associated with other diseases or traits. OBJECTIVES: This study sought to systematically test if genetic variants identified for non-CAD diseases/traits also associate with CAD and to undertake a comprehensive analysis of the extent of pleiotropy of all CAD loci. METHODS: In discovery analyses involving 42,335 CAD cases and 78,240 control subjects we tested the association of 29,383 common (minor allele frequency >5%) single nucleotide polymorphisms available on the exome array, which included a substantial proportion of known or suspected single nucleotide polymorphisms associated with common diseases or traits as of 2011. Suggestive association signals were replicated in an additional 30,533 cases and 42,530 control subjects. To evaluate pleiotropy, we tested CAD loci for association with cardiovascular risk factors (lipid traits, blood pressure phenotypes, body mass index, diabetes, and smoking behavior), as well as with other diseases/traits through interrogation of currently available genome-wide association study catalogs. RESULTS: We identified 6 new loci associated with CAD at genome-wide significance: on 2q37 (KCNJ13-GIGYF2), 6p21 (C2), 11p15 (MRVI1-CTR9), 12q13 (LRP1), 12q24 (SCARB1), and 16q13 (CETP). Risk allele frequencies ranged from 0.15 to 0.86, and odds ratio per copy of the risk allele ranged from 1.04 to 1.09. Of 62 new and known CAD loci, 24 (38.7%) showed statistical association with a traditional cardiovascular risk factor, with some showing multiple associations, and 29 (47%) showed associations at p < 1 × 10(-4) with a range of other diseases/traits. CONCLUSIONS: We identified 6 loci associated with CAD at genome-wide significance. Several CAD loci show substantial pleiotropy, which may help us understand the mechanisms by which these loci affect CAD risk.
Published: 2017

27. New Blood Pressure-Associated Loci Identified in Meta-Analyses of 475,000 Individuals

Author: Chasman, D.I., Herzig, K.-H., Laakso, M., Kraja, A.T., Padmanabhan, S., Amin, N., Marioni, R.E., Giulianini, F., Havulinna, A.S., Asselbergs, F.W., Stafford, J.M., Stirrups, K.E., Fornage, M., Danesh, J., Lindgren, C.M., Bonnycastle, L.L., Zhang, H., Groop, L., Loos, R.J.F., J��rgensen, M.E., Christensen, C.K., CHD Exome+, Rudan, I., Butterworth, A.S., Cook, J.P., Liu, Y., Morrison, A.C., Guo, X., Barnes, M.R., Fava, C., Province, M.A., K��r��j��m��ki, A., Wareham, N.J., Deary, I.J., CHARGE EXOME BP, Edwards, T.L., Poveda, A., Kooperberg, C., Have, C.T., Ingelsson, E., Wain, L.V., Rotter, J.I., Levy, D., Tragante, V., Young, R., Cabrera, C.P., Connell, J.M., Caulfield, M.J., Little, L., Jarvelin, M.-R., Warren, H.R., Zhang, W., Rayner, N.W., Gambaro, G., Munroe, P.B., Ferreira, T., Morris, A.P., Farmaki, A.-E., Smith, A.V., Pedersen, O., Esko, T., Heikki, O., Bork-Jensen, J., Witte, D.R., Drenos, F., Southam, L., Deloukas, P., Franceschini, N., Zeggini, E., Lind, L., Van Der Harst, P., Riaz, M., Rice, K., Grarup, N., Dominiczak, A.F., Vergnaud, A.-C., Hayward, C., Ehret, G.B., Melander, O., Tzoulaki, I., Boerwinkle, E., Evangelou, E., Wilson, J.G., Polasek, O., Harris, S.E., Tuomilehto, J., Franks, P.W., McCarthy, M.I., Skaaby, T., D��rr, M., Poulter, N.R., Salomaa, V., Finland, Willer, C.J., Saleheen, D., The UK Biobank Cardio-Metabolic Traits Consortium Blood Pressure Working Group, Lakka, T.A., Newton-Cheh, C., Kooner, J.S., Exome BP, Samani, N.J., Van Der Meer, P., Kardia, S.L.R., Gao, H., Mei, H., Surendran, P., Van Duijn, C.M., Richard, M.A., Gudnason, V., Smith, J.A., Boehnke, M., Varga, T.V., Hansen, T., M��gi, R., Chambers, J.C., Mahajan, A., Rauramaa, R., Tuomi, T., Yiorkas, A.M., Psaty, B.M., Dedoussis, G., Brandslund, I., Sever, P.J., Mohlke, K.L., Weiss, S., Liu, C., Langenberg, C., De Boer, R.A., Blakemore, A.I.F., Grove, M.L., Malerba, G., Karpe, F., Lu, Y., Joehanes, R., Stan��kov��, A., Manning, A.K., Sim, X., Ridker, P.M., Starr, J.M., Hallmans, G., Elliott, P., Howson, J.M.M., GoT2D:T2DGenes Consortia, Palmer, C.N.A., Linneberg, A., Palmas, W., Menni, C., and Giri, A.
Abstract: Background - Genome-wide association studies have recently identified >400 loci that harbor DNA sequence variants that influence blood pressure (BP). Our earlier studies identified and validated 56 single nucleotide variants (SNVs) associated with BP from meta-analyses of exome chip genotype data. An additional 100 variants yielded suggestive evidence of association. Methods and Results - Here, we augment the sample with 140 886 European individuals from the UK Biobank, in whom 77 of the 100 suggestive SNVs were available for association analysis with systolic BP or diastolic BP or pulse pressure. We performed 2 meta-analyses, one in individuals of European, South Asian, African, and Hispanic descent (pan-ancestry, ��475 000), and the other in the subset of individuals of European descent (��423 000). Twenty-one SNVs were genome-wide significant (P
Published: 2017
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28. PS18 - 86. Pleiotropic effects of obesity-susceptibility loci on metabolic traits: a meta-analysis of up to 37,874 individuals

Author: van Vliet-Ostaptchouk, J.V., den Hoed, M., Luan, J., Zhao, J-H., Ong, K.K., van der Most, P.J., Wong, A., Hardy, R., Kuh, D., van der Klauw, M.M., Bruinenberg, M., Wolffenbuttel, B.H.R., Wareham, N.J., Snieder, H., and Loos, R.J.F.
Published: 2012
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29. Evidence for three genetic loci involved in both anorexia nervosa risk and variation of body mass index

Author: Hinney, A. (Anke), Kesselmeier, M. (M.), Jall, S. (S.), Volckmar, A.-L. (A. L.), Föcker, M. (M.), Antel, J. (J.), Heid, I.M. (Iris), Winkler, T.W. (Thomas W.), Grant, S.F.A. (S. F.A.), Guo, Y. (Yongli), Bergen, A.W. (Andrew), Grant, S.F.A. (Struan), Berrettini, W. (Wade), Hakonarson, H. (Hakon), Herpertz-Dahlmann, B. (B.), De Zwaan, M. (M.), Herzog, W. (W.), Ehrlich, S.M. (Stefan), Zipfel, S. (S.), Egberts, K. (Karin), Adan, R. (R.), Brandys, M. (M.), Elburg, A.A. (Annemarie) van, Boraska Perica, V. (V.), Müller, T.D., Tschöp, M.H. (M. H.), Zeggini, E. (Eleftheria), Bulik, C.M. (C. M.), Collier, D.A. (David), Scherag, A. (A.), Hebebrand, J. (J.), Tschop, M. (Matthias), Floyd, J. (Jamie), Thornton, L.M. (Laura), Huckins, L.M. (Laura M), Southam, L. (Lorraine), Rayner, N.W. (Nigel William), Tachmazidou, I. (Ioanna), Klump, K.L. (K. L.), Treasure, J. (Janet), Lewis, C.M. (Cathryn), Schmidt, U. (Ulrike), Tozzi, F. (Federica), Iezebrink, K. (Kirsty), Gorwood, P. (Philip), Kas, M.J.H. (Martien), Favaro, A. (Angela), Santonastaso, P. (Paolo), Fernández-Aranda, F. (Fernando), Gratacos, M. (Monica), Rybakowski, F. (Filip), Dmitrzak-Weglarz, M. (Monika), Kaprio, J. (Jaakko), Keski-Rahkonen, A. (Anna), Raevuori-Helkamaa, A. (Anu), Furth, E.F. (Eric) van, Slof-Op’t Landt, M.C.T. (Margarita C. T.), Hudson, J.I. (James I), Knudsen, G.P.S. (Gun Peggy S.), Monteleone, P. (Palmiero), Kaplan, A.S. (Allan S), Karwautz, A. (Andreas), Li, D. (Dong), Komaki, G. (Gen), Ando, T. (Tetsuya), Inoko, H. (Hidetoshi), Esko, T. (T.), Fischer, K. (Krista), Männik, K. (Katrin), Metspalu, A. (Andres), Baker, J.H. (Jessica H), Cone, R.D. (Roger D), Esko, T. (Tõnu), DeSocio, J.E. (Janiece E), Hilliard, C.E. (Christopher E), O’Toole, J.K. (Julie K), Pantel, J. (Jacques), Szatkiewicz, J.P. (Jin P), Taico, C. (Chrysecolla), Zerwas, S. (Stephanie), Trace, S.E. (Sara E), Davis, O.S.P. (Oliver S.), Helder, S. (Sietske), Bühren, K. (Katharina), Burghardt, R. (Roland), Imgart, H. (Hartmut), Scherag, A. (Andre), Boni, C. (Claudette), Ramoz, N. (Nicolas), Versini, A. (Audrey), Danner, U.N. (Unna N), de Kove, C. (Carolien), Hendriks, J. (Judith), Koeleman, B.P.C. (Bobby P. C.), Ophoff, R.A. (Roel), Strengman, E. (Eric), Bruson, A. (Alice), Clementi, M. (Maurizio), Degortes, D. (Daniela), Forzan, M. (Monica), Tenconi, E. (Elena), Docampo, E. (Elisa), Jiménez-Murcia, G.E.S. (Geòrgia Escaramí Susana), Lissowska, J. (Jolanta), Rajewski, A. (Andrzej), Szeszenia-Dabrowska, N. (Neonila), Slopien, A. (Agnieszka), Hauser, J. (J.), Karhunen, L. (Leila), Meulenbelt, I. (Ingrid), Slagboom, P.E. (Eline), Tortorella, A. (Alfonso), Maj, M. (Mario), Dedoussis, G.V. (George), Dedoussis, G.V. (G. V.), Koeleman, B.P.C. (Bobby), Gonidakis, F. (Fragiskos), Tziouvas, K. (Konstantinos), Tsitsika, A. (Artemis), Papezova, H. (Hana), Slachtova, L. (Lenka), Martaskova, D. (Debora), Kennedy, J.L., Levitan, R.D. (Robert D), Yilmaz, Z. (Zeynep), Huemer, J. (Julia), Koubek, D. (Doris), Merl, E. (Elisabeth), Wagner, G. (Gudrun), Lichtenstein, P. (Paul), Breen, G. (Gerome), Cohen-Woods, S. (Sarah), Farmer, A.E. (Anne E), Mcguffin, P. (Peter), Cichon, S. (Sven), Giegling, I. (Ina), Herms, S. (Stefan), Rujescu, D. (Dan), Schreiber, S. (Stefan), Wichmann, H.E. (Heinz Erich), Sladek, R. (Rob), Gambaro, G. (Giovanni), Soranzo, N. (Nicole), Julia, A. (Antonio), Marsal, S. (Sara), Rabionet, R. (Raquel), Gaborieau, V. (Valerie), Dick, D.M. (Danielle), Palotie, A. (A.), Ripatti, S. (Samuli), Widen, E., Espeseth, T. (Thomas), Lundervold, A.J. (Astri), Reinvang, I. (Ivar), Steen, V.M. (Vidar), Le Hellard, S. (Stephanie), Mattingsdal, M. (Morten), Ntalla, I. (Ioanna), Bencko, V. (Vladimir), Foretova, L. (Lenka), Janout, V. (Vladimir), Navratilova, M. (Marie), Pinto, D. (Dalila), Scherer, S.W. (Stephen W), Carlberg, L. (Laura), Schosser, A. (Alexandra), Alfredsson, L. (Lars), Pinto, D. (Duane), Scherer, S.W. (Stephen), Padyukov, L. (Leonid), Finan, C. (Chris), Kalsi, G. (Gursharan), Roberts, M. (Marion), Logan, D.W. (Darren W), Peltonen, L. (Leena Johanna), Ritchie, G.R.S. (Graham R.S.), Barrett, J.C. (Jeffrey), Estivill, X. (Xavier), Sullivan, P.F. (Patrick), Anderson, C.A. (Carl A), McGinnis, R. (Ralph), Sambrook, J. (Jennifer), Stephens, J. (Jonathan), Ouwehand, W.H. (Willem), McArdle, P.F. (P. F.), Ring, S.M. (Susan), Strachan, D.P. (David), Alexander, G. (Graeme), Conlon, P.J. (Peter J), Dominiczak, A. (Anna), Duncanson, A. (Audrey), Padyukov, L. (L.), Langford, C. (Cordelia), Lord, G. (Graham), Conlon, P. (Peter), Sandford, R. (Richard), Sheerin, N. (Neil), Vannberg, F.O. (Frederik O), Blackburn, H. (Hannah), Maxwell, A.P. (A.), Edkins, T. (Ted), Gillman, M.W. (Matthew W.), Gray, E. (Emma), Hunt, S.E. (Sarah E), Nengut, S.-G. (Suna-Gumuscu), Potter, S.C. (Simon), Rich, S.S. (Stephen), Simpkin, D. (Douglas), Whittaker, P. (Pamela), Ang, W.Q. (Wei), Atalay, M. (Mustafa), Beijsterveldt, C.E.M. (Toos) van, Bergen, N. (N.), Benke, K. (K.), Berry, D. (Diane), Boomsma, D.I. (Dorret), Bradfield, J.P. (Jonathan), Charoen, P. (Pimphen), Coin, L. (Lachlan), Cooper, C. (C.), Cousminer, D.L. (Diana), Das, S. (Shikta), Elliott, P. (P.), Evans, D.M. (D. M.), Feenstra, B. (B.), Flexeder, C. (Claudia), Frayling, T.M. (Timothy), Freathy, R.M. (Rachel), Gaillard, R. (R.), Geller, F. (Frank), Groen-Blokhuis, M. (Maria), Goh, L.K. (L. K.), Guxens Junyent, M. (Mònica), Hattersley, A.T. (Andrew), Haworth, C.M.A. (Claire M.), Hadley, D. (D.), Heinrich, J. (J.), Hirschhorn, J.N. (Joel), Hocher, B. (Berthold), Holloway, J.W. (J. W.), Holst, J.J., Hottenga, J.J. (Jouke Jan), Horikoshi, M. (Momoko), Huikari, V. (Ville), Hypponen, E. (E.), Iñiguez, C. (C.), Jaddoe, V.W. (V. W.), Jarvelin, M.R. (M. R.), Kaakinen, M. (M.), Kilpeläinen, T.O. (Tuomas), Hypponen, E. (Elina), Kowgier, M. (Matthew), Lakka, T.A. (Timo), Cooper, C. (Charles), Lange, L.A. (Leslie), Lawlor, D.A. (D. A.), Lehtimäki, T. (Terho), Lewin, A. (Alex), Elliott, P. (Paul), Lindi, V. (Virpi), Maggi, R. (Reedik), Feenstra, B. (Bjarke), McCarthy, M.I. (M. I.), Melbye, M. (Mads), Middeldorp, C.M. (Christel), Millwood, I.Y. (Iona), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (D. O.), Murray, J.C. (Jeffrey), Nivard, M. (Michel), Nohr, C. (Christian), Oken, E. (Emily), Ong, K.K. (K. K.), O'Reilly, P.F. (P. F.), Palmer, C. (Cameron), Panoutsopoulou, K. (K.), Pararajasingham, J. (Jennifer), Pearson, E.R. (E. R.), Pennell, C.E. (Craig), Power, C. (Christopher), Price, T.S. (Thomas), Prokopenko, I. (Inga), Raitakari, O.T. (O. T.), Rodriguez, A. (A.), Salem, R.M. (Rany), Saw, S.M. (S. M.), Sebert, S. (S.), Siitonen, N. (Niina), Jaddoe, V.W.V. (Vincent), Sørensen, T.I.A. (Thorkild), Sovio, U. (Ulla), Lawlor, D.A. (Debbie), Sunyer, J. (J.), Taal, H.R. (Rob), Teo, Y.Y. (Y. Y.), Thiering, E. (Elisabeth), Tiesler, C. (C.), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Valcárcel, B. (Beatriz), Teo, Y.Y. (Yik Ying), White, S.J. (Stefan), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (J. F.), Yaghootkar, H. (H.), Elks, C.E. (Cathy), Perry, J.R. (J. R.), Sulem, P. (Patrick), Chasman, D.I. (Daniel), Franceschini, N. (Nora), He, C. (C.), Lunetta, K.L. (Kathryn), Visser, J.A. (Jenny), Byrne, E.M. (E. M.), Gudbjartsson, D.F. (Daniel), Koller, D.L. (Daniel), Kutalik, Z. (Zoltán), Lin, P. (P.), Mangino, M. (Massimo), Byrne, E.M. (Enda), Smith, A.V. (Albert), Stolk, L. (Lisette), Wingerden, S. (Sophie) van, Zhao, J.H. (J. H.), Albrecht, E. (Eva), Corre, T. (Tanguy), Ingelsson, E. (Erik), Hayward, C. (Caroline), Magnusson, P.K. (Patrik), Smith, A.V. (Davey), Chanock, S.J. (Stephen), Warrington, M. (M.), Zgaga, L. (L.), Alavere, H. (Helene), Amin, N. (Najaf), Aspelund, T. (T.), Ulivi, S. (Shelia), Sunyer, J. (Jordi), Berenson, G. (Gerald), Bergmann, S.M. (Sven), Boerwinkle, E. (E.), Buring, J.E. (Julie), Busonero, F. (F.), Barroso, I.E. (Inês), Chanock, S.J. (S. J.), Warrington, N.M. (Nicole), Couper, D.J. (David), Coviello, A.D. (Andrea), Busonero, F., Faire, U. (Ulf) de, de Geus, E.J. (E. J.), Deloukas, P. (Panagiotis), Döring, A. (Angela), Davey Smith, G. (G.), Adamo, P. (Pio) d', Eiriksdottir, G. (Gudny), Geus, E.J.C. (Eco) de, Hagen, K. (Knut), Ferrucci, L. (L.), Folsom, A.R. (A. R.), Foroud, T. (T.), Garcia, M.E. (M.), Gasparini, P. (P.), Gieger, C. (Christian), Gudnason, V. (V.), Folsom, A.R. (Aaron), Hankinson, S.E. (S. E.), Ferreli, L. (Liana), Gasparini, P. (Paolo), Hernandez, D.G. (Dena), Hofman, A. (Albert), Hu, F.B. (F. B.), Illig, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Johnson, A.D. (Andrew), Karasik, D. (David), Khaw, K.T. (K. T.), Kiel, D.P. (Douglas P.), Kolcic, I. (Ivana), Kraft, P. (Peter), Launer, L.J. (Lenore), Laven, J.S. (J. S.), Li, S. (S.), Liu, J. (J.), Levy, D. (D.), Martin, N.G. (N. G.), Aspelund, T. (Thor), Nalls, M.A. (Michael), Navarro, P. (Pau), Nelis, M. (M.), Ness, A.R. (A. R.), Boerwinkle, E.A. (Eric), Oostra, B.A. (Ben), Peacock, M. (M.), Pare, G. (Guillame), Parker, A.N. (Alex), Pedersen, N.L. (Nancy), Cornelis, M. (Marilyn), Polasek, O. (Ozren), Plump, A.S. (A. S.), Peacock, M. (Munro), Porcu, E. (Eleonora), Rafnar, T. (Thorunn), Rice, J.P. (John), Rivadeneira, F. (F.), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D. (D.), Scuteri, A. (A.), Segrè, A.V. (Ayellet), Foroud, T. (Tatiana), Srinivasan, S.R. (Sathanur), Tammesoo, M.L. (M. L.), Tikkanen, E. (Emmi), Toniolo, D. (Daniela), Scuteri, A. (Angelo), Tryggvadottir, L. (Laufey), Tyrer, J. (J.), Uda, M. (M.), van Dam, R.M. (R. M.), Meurs, J.B.J. (Joyce) van, Vollenweider, P. (Peter), Waeber, G. (Gérard), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Weedon, M.N. (Michael), Wright, A.F. (Alan), Young, L. (L.), Zhai, G. (G.), Zhuang, W.V. (W. V.), Bierut, L.J. (L. J.), Boyd, H.A. (H. A.), Crisponi, L. (Laura), Demerath, E.W. (E. W.), Duijn, C.M. (Cornelia) van, Econs, M.J. (M. J.), Harris, T.B. (Tamara), Bierut, L.J. (Laura), Loos, R.J.F. (Ruth), Ridker, P.M. (Paul), Demerath, E.W. (Ellen), Streeten, E.A. (Elizabeth), Econs, M.J. (Michael), Thorsteinsdottir, U. (Unnur), Widen, E. (E.), Murabito, J. (Joanne), Ness, A.R. (Andrew), Spector, T.D. (Timothy), Crawford, S. (Steve), Crow, S. (Scott), Fichter, M.M. (M. M.), Halmi, K.A. (K. A.), Palotie, A. (Aarno), La Via, M. (Maria), Mitchell, J. (James), Strober, M. (Michael), Rotondo, A. (Alessandro), Woodside, D.B. (D Blake), Keel, P. (Pamela), Lilenfeld, L. (Lisa), Rivadeneira Ramirez, F. (Fernando), Magistretti, P. (Pierre), Montgomery, G.W. (G. W.), Hinney, A. (Anke), Kesselmeier, M. (M.), Jall, S. (S.), Volckmar, A.-L. (A. L.), Föcker, M. (M.), Antel, J. (J.), Heid, I.M. (Iris), Winkler, T.W. (Thomas W.), Grant, S.F.A. (S. F.A.), Guo, Y. (Yongli), Bergen, A.W. (Andrew), Grant, S.F.A. (Struan), Berrettini, W. (Wade), Hakonarson, H. (Hakon), Herpertz-Dahlmann, B. (B.), De Zwaan, M. (M.), Herzog, W. (W.), Ehrlich, S.M. (Stefan), Zipfel, S. (S.), Egberts, K. (Karin), Adan, R. (R.), Brandys, M. (M.), Elburg, A.A. (Annemarie) van, Boraska Perica, V. (V.), Müller, T.D., Tschöp, M.H. (M. H.), Zeggini, E. (Eleftheria), Bulik, C.M. (C. M.), Collier, D.A. (David), Scherag, A. (A.), Hebebrand, J. (J.), Tschop, M. (Matthias), Floyd, J. (Jamie), Thornton, L.M. (Laura), Huckins, L.M. (Laura M), Southam, L. (Lorraine), Rayner, N.W. (Nigel William), Tachmazidou, I. (Ioanna), Klump, K.L. (K. L.), Treasure, J. (Janet), Lewis, C.M. (Cathryn), Schmidt, U. (Ulrike), Tozzi, F. (Federica), Iezebrink, K. (Kirsty), Gorwood, P. (Philip), Kas, M.J.H. (Martien), Favaro, A. (Angela), Santonastaso, P. (Paolo), Fernández-Aranda, F. (Fernando), Gratacos, M. (Monica), Rybakowski, F. (Filip), Dmitrzak-Weglarz, M. (Monika), Kaprio, J. (Jaakko), Keski-Rahkonen, A. (Anna), Raevuori-Helkamaa, A. (Anu), Furth, E.F. (Eric) van, Slof-Op’t Landt, M.C.T. (Margarita C. T.), Hudson, J.I. (James I), Knudsen, G.P.S. (Gun Peggy S.), Monteleone, P. (Palmiero), Kaplan, A.S. (Allan S), Karwautz, A. (Andreas), Li, D. (Dong), Komaki, G. (Gen), Ando, T. (Tetsuya), Inoko, H. (Hidetoshi), Esko, T. (T.), Fischer, K. (Krista), Männik, K. (Katrin), Metspalu, A. (Andres), Baker, J.H. (Jessica H), Cone, R.D. (Roger D), Esko, T. (Tõnu), DeSocio, J.E. (Janiece E), Hilliard, C.E. (Christopher E), O’Toole, J.K. (Julie K), Pantel, J. (Jacques), Szatkiewicz, J.P. (Jin P), Taico, C. (Chrysecolla), Zerwas, S. (Stephanie), Trace, S.E. (Sara E), Davis, O.S.P. (Oliver S.), Helder, S. (Sietske), Bühren, K. (Katharina), Burghardt, R. (Roland), Imgart, H. (Hartmut), Scherag, A. (Andre), Boni, C. (Claudette), Ramoz, N. (Nicolas), Versini, A. (Audrey), Danner, U.N. (Unna N), de Kove, C. (Carolien), Hendriks, J. (Judith), Koeleman, B.P.C. (Bobby P. C.), Ophoff, R.A. (Roel), Strengman, E. (Eric), Bruson, A. (Alice), Clementi, M. (Maurizio), Degortes, D. (Daniela), Forzan, M. (Monica), Tenconi, E. (Elena), Docampo, E. (Elisa), Jiménez-Murcia, G.E.S. (Geòrgia Escaramí Susana), Lissowska, J. (Jolanta), Rajewski, A. (Andrzej), Szeszenia-Dabrowska, N. (Neonila), Slopien, A. (Agnieszka), Hauser, J. (J.), Karhunen, L. (Leila), Meulenbelt, I. (Ingrid), Slagboom, P.E. (Eline), Tortorella, A. (Alfonso), Maj, M. (Mario), Dedoussis, G.V. (George), Dedoussis, G.V. (G. V.), Koeleman, B.P.C. (Bobby), Gonidakis, F. (Fragiskos), Tziouvas, K. (Konstantinos), Tsitsika, A. (Artemis), Papezova, H. (Hana), Slachtova, L. (Lenka), Martaskova, D. (Debora), Kennedy, J.L., Levitan, R.D. (Robert D), Yilmaz, Z. (Zeynep), Huemer, J. (Julia), Koubek, D. (Doris), Merl, E. (Elisabeth), Wagner, G. (Gudrun), Lichtenstein, P. (Paul), Breen, G. (Gerome), Cohen-Woods, S. (Sarah), Farmer, A.E. (Anne E), Mcguffin, P. (Peter), Cichon, S. (Sven), Giegling, I. (Ina), Herms, S. (Stefan), Rujescu, D. (Dan), Schreiber, S. (Stefan), Wichmann, H.E. (Heinz Erich), Sladek, R. (Rob), Gambaro, G. (Giovanni), Soranzo, N. (Nicole), Julia, A. (Antonio), Marsal, S. (Sara), Rabionet, R. (Raquel), Gaborieau, V. (Valerie), Dick, D.M. (Danielle), Palotie, A. (A.), Ripatti, S. (Samuli), Widen, E., Espeseth, T. (Thomas), Lundervold, A.J. (Astri), Reinvang, I. (Ivar), Steen, V.M. (Vidar), Le Hellard, S. (Stephanie), Mattingsdal, M. (Morten), Ntalla, I. (Ioanna), Bencko, V. (Vladimir), Foretova, L. (Lenka), Janout, V. (Vladimir), Navratilova, M. (Marie), Pinto, D. (Dalila), Scherer, S.W. (Stephen W), Carlberg, L. (Laura), Schosser, A. (Alexandra), Alfredsson, L. (Lars), Pinto, D. (Duane), Scherer, S.W. (Stephen), Padyukov, L. (Leonid), Finan, C. (Chris), Kalsi, G. (Gursharan), Roberts, M. (Marion), Logan, D.W. (Darren W), Peltonen, L. (Leena Johanna), Ritchie, G.R.S. (Graham R.S.), Barrett, J.C. (Jeffrey), Estivill, X. (Xavier), Sullivan, P.F. (Patrick), Anderson, C.A. (Carl A), McGinnis, R. (Ralph), Sambrook, J. (Jennifer), Stephens, J. (Jonathan), Ouwehand, W.H. (Willem), McArdle, P.F. (P. F.), Ring, S.M. (Susan), Strachan, D.P. (David), Alexander, G. (Graeme), Conlon, P.J. (Peter J), Dominiczak, A. (Anna), Duncanson, A. (Audrey), Padyukov, L. (L.), Langford, C. (Cordelia), Lord, G. (Graham), Conlon, P. (Peter), Sandford, R. (Richard), Sheerin, N. (Neil), Vannberg, F.O. (Frederik O), Blackburn, H. (Hannah), Maxwell, A.P. (A.), Edkins, T. (Ted), Gillman, M.W. (Matthew W.), Gray, E. (Emma), Hunt, S.E. (Sarah E), Nengut, S.-G. (Suna-Gumuscu), Potter, S.C. (Simon), Rich, S.S. (Stephen), Simpkin, D. (Douglas), Whittaker, P. (Pamela), Ang, W.Q. (Wei), Atalay, M. (Mustafa), Beijsterveldt, C.E.M. (Toos) van, Bergen, N. (N.), Benke, K. (K.), Berry, D. (Diane), Boomsma, D.I. (Dorret), Bradfield, J.P. (Jonathan), Charoen, P. (Pimphen), Coin, L. (Lachlan), Cooper, C. (C.), Cousminer, D.L. (Diana), Das, S. (Shikta), Elliott, P. (P.), Evans, D.M. (D. M.), Feenstra, B. (B.), Flexeder, C. (Claudia), Frayling, T.M. (Timothy), Freathy, R.M. (Rachel), Gaillard, R. (R.), Geller, F. (Frank), Groen-Blokhuis, M. (Maria), Goh, L.K. (L. K.), Guxens Junyent, M. (Mònica), Hattersley, A.T. (Andrew), Haworth, C.M.A. (Claire M.), Hadley, D. (D.), Heinrich, J. (J.), Hirschhorn, J.N. (Joel), Hocher, B. (Berthold), Holloway, J.W. (J. W.), Holst, J.J., Hottenga, J.J. (Jouke Jan), Horikoshi, M. (Momoko), Huikari, V. (Ville), Hypponen, E. (E.), Iñiguez, C. (C.), Jaddoe, V.W. (V. W.), Jarvelin, M.R. (M. R.), Kaakinen, M. (M.), Kilpeläinen, T.O. (Tuomas), Hypponen, E. (Elina), Kowgier, M. (Matthew), Lakka, T.A. (Timo), Cooper, C. (Charles), Lange, L.A. (Leslie), Lawlor, D.A. (D. A.), Lehtimäki, T. (Terho), Lewin, A. (Alex), Elliott, P. (Paul), Lindi, V. (Virpi), Maggi, R. (Reedik), Feenstra, B. (Bjarke), McCarthy, M.I. (M. I.), Melbye, M. (Mads), Middeldorp, C.M. (Christel), Millwood, I.Y. (Iona), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (D. O.), Murray, J.C. (Jeffrey), Nivard, M. (Michel), Nohr, C. (Christian), Oken, E. (Emily), Ong, K.K. (K. K.), O'Reilly, P.F. (P. F.), Palmer, C. (Cameron), Panoutsopoulou, K. (K.), Pararajasingham, J. (Jennifer), Pearson, E.R. (E. R.), Pennell, C.E. (Craig), Power, C. (Christopher), Price, T.S. (Thomas), Prokopenko, I. (Inga), Raitakari, O.T. (O. T.), Rodriguez, A. (A.), Salem, R.M. (Rany), Saw, S.M. (S. M.), Sebert, S. (S.), Siitonen, N. (Niina), Jaddoe, V.W.V. (Vincent), Sørensen, T.I.A. (Thorkild), Sovio, U. (Ulla), Lawlor, D.A. (Debbie), Sunyer, J. (J.), Taal, H.R. (Rob), Teo, Y.Y. (Y. Y.), Thiering, E. (Elisabeth), Tiesler, C. (C.), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Valcárcel, B. (Beatriz), Teo, Y.Y. (Yik Ying), White, S.J. (Stefan), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (J. F.), Yaghootkar, H. (H.), Elks, C.E. (Cathy), Perry, J.R. (J. R.), Sulem, P. (Patrick), Chasman, D.I. (Daniel), Franceschini, N. (Nora), He, C. (C.), Lunetta, K.L. (Kathryn), Visser, J.A. (Jenny), Byrne, E.M. (E. M.), Gudbjartsson, D.F. (Daniel), Koller, D.L. (Daniel), Kutalik, Z. (Zoltán), Lin, P. (P.), Mangino, M. (Massimo), Byrne, E.M. (Enda), Smith, A.V. (Albert), Stolk, L. (Lisette), Wingerden, S. (Sophie) van, Zhao, J.H. (J. H.), Albrecht, E. (Eva), Corre, T. (Tanguy), Ingelsson, E. (Erik), Hayward, C. (Caroline), Magnusson, P.K. (Patrik), Smith, A.V. (Davey), Chanock, S.J. (Stephen), Warrington, M. (M.), Zgaga, L. (L.), Alavere, H. (Helene), Amin, N. (Najaf), Aspelund, T. (T.), Ulivi, S. (Shelia), Sunyer, J. (Jordi), Berenson, G. (Gerald), Bergmann, S.M. (Sven), Boerwinkle, E. (E.), Buring, J.E. (Julie), Busonero, F. (F.), Barroso, I.E. (Inês), Chanock, S.J. (S. J.), Warrington, N.M. (Nicole), Couper, D.J. (David), Coviello, A.D. (Andrea), Busonero, F., Faire, U. (Ulf) de, de Geus, E.J. (E. J.), Deloukas, P. (Panagiotis), Döring, A. (Angela), Davey Smith, G. (G.), Adamo, P. (Pio) d', Eiriksdottir, G. (Gudny), Geus, E.J.C. (Eco) de, Hagen, K. (Knut), Ferrucci, L. (L.), Folsom, A.R. (A. R.), Foroud, T. (T.), Garcia, M.E. (M.), Gasparini, P. (P.), Gieger, C. (Christian), Gudnason, V. (V.), Folsom, A.R. (Aaron), Hankinson, S.E. (S. E.), Ferreli, L. (Liana), Gasparini, P. (Paolo), Hernandez, D.G. (Dena), Hofman, A. (Albert), Hu, F.B. (F. B.), Illig, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Johnson, A.D. (Andrew), Karasik, D. (David), Khaw, K.T. (K. T.), Kiel, D.P. (Douglas P.), Kolcic, I. (Ivana), Kraft, P. (Peter), Launer, L.J. (Lenore), Laven, J.S. (J. S.), Li, S. (S.), Liu, J. (J.), Levy, D. (D.), Martin, N.G. (N. G.), Aspelund, T. (Thor), Nalls, M.A. (Michael), Navarro, P. (Pau), Nelis, M. (M.), Ness, A.R. (A. R.), Boerwinkle, E.A. (Eric), Oostra, B.A. (Ben), Peacock, M. (M.), Pare, G. (Guillame), Parker, A.N. (Alex), Pedersen, N.L. (Nancy), Cornelis, M. (Marilyn), Polasek, O. (Ozren), Plump, A.S. (A. S.), Peacock, M. (Munro), Porcu, E. (Eleonora), Rafnar, T. (Thorunn), Rice, J.P. (John), Rivadeneira, F. (F.), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D. (D.), Scuteri, A. (A.), Segrè, A.V. (Ayellet), Foroud, T. (Tatiana), Srinivasan, S.R. (Sathanur), Tammesoo, M.L. (M. L.), Tikkanen, E. (Emmi), Toniolo, D. (Daniela), Scuteri, A. (Angelo), Tryggvadottir, L. (Laufey), Tyrer, J. (J.), Uda, M. (M.), van Dam, R.M. (R. M.), Meurs, J.B.J. (Joyce) van, Vollenweider, P. (Peter), Waeber, G. (Gérard), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Weedon, M.N. (Michael), Wright, A.F. (Alan), Young, L. (L.), Zhai, G. (G.), Zhuang, W.V. (W. V.), Bierut, L.J. (L. J.), Boyd, H.A. (H. A.), Crisponi, L. (Laura), Demerath, E.W. (E. W.), Duijn, C.M. (Cornelia) van, Econs, M.J. (M. J.), Harris, T.B. (Tamara), Bierut, L.J. (Laura), Loos, R.J.F. (Ruth), Ridker, P.M. (Paul), Demerath, E.W. (Ellen), Streeten, E.A. (Elizabeth), Econs, M.J. (Michael), Thorsteinsdottir, U. (Unnur), Widen, E. (E.), Murabito, J. (Joanne), Ness, A.R. (Andrew), Spector, T.D. (Timothy), Crawford, S. (Steve), Crow, S. (Scott), Fichter, M.M. (M. M.), Halmi, K.A. (K. A.), Palotie, A. (Aarno), La Via, M. (Maria), Mitchell, J. (James), Strober, M. (Michael), Rotondo, A. (Alessandro), Woodside, D.B. (D Blake), Keel, P. (Pamela), Lilenfeld, L. (Lisa), Rivadeneira Ramirez, F. (Fernando), Magistretti, P. (Pierre), and Montgomery, G.W. (G. W.)
Abstract: The maintenance of normal body weight is disrupted in patients with anorexia nervosa (AN) for prolonged periods of time. Prior to the onset of AN, premorbid body mass index (BMI) spans the entire range from underweight to obese. After recovery, patients have reduced rates of overweight and obesity. As such, loci involved in body weight regulation may also be relevant for AN and vice versa. Our primary analysis comprised a cross-trait analysis of the 1000 single-nucleotide polymorphisms (SNPs) with the lowest P-values in a genome-wide association meta-analysis (GWAMA) of AN (GCAN) for evidence of association in the largest published GWAMA for BMI (GIANT). Subsequently we performed sex-stratified analyses for these 1000 SNPs. Functional ex vivo studies on four genes ensued. Lastly, a look-up of GWAMA-derived BMI-related loci was performed in the AN GWAMA. We detected significant associations (P-values <5 × 10-5, Bonferroni-corrected P<0.05) for nine SNP alleles at three independent loci. Interestingly, all AN susceptibility alleles were consistently associated with increased BMI. None of the genes (chr. 10: CTBP2, chr. 19: CCNE1, chr. 2: CARF and NBEAL1; the latter is a region with high linkage disequilibrium) nearest to these SNPs has previously been associated with AN or obesity. Sex-stratified analyses revealed that the strongest BMI signal originated predominantly from females (chr. 10 rs1561589; Poverall: 2.47 × 10-06/Pfemales: 3.45 × 10-07/Pmales: 0.043). Functional ex vivo studies in mice revealed reduced hypothalamic expression of Ctbp2 and Nbeal1 after fasting. Hypothalamic expression of Ctbp2 was increased in diet-induced obese (DIO) mice as compared with age-matched lean controls. We observed no evidence for associations for the look-up of BMI-related loci in the AN GWAMA. A cross-trait analysis of AN and BMI loci revealed variants at three chromosomal loci with potential joint impact. The chromosome 10 locus is particularly promising given that the associa
Published: 2017
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30. Genome-wide meta-analysis of 241,258 adults accounting for smoking behaviour identifies novel loci for obesity traits

Author: Justice, A.E. (Anne), Winkler, T.W. (Thomas W.), Feitosa, M.F., Graff, M.J. (Maud J.L.), Fisher, V.A. (Virginia A.), Young, K. (Kristin), Barata, L. (Llilda), Deng, X. (Xuan), Czajkowski, J. (Jacek), Hadley, D. (David), Ngwa, J.S. (Julius S.), Ahluwalia, T.S. (Tarunveer Singh), Chu, A.Y. (Audrey Y), Heard-Costa, N.L. (Nancy), Lim, E. (Elise), Perez, J. (Jeremiah), Eicher, J.D. (John D.), Kutalik, Z. (Zoltán), Xue, L. (Luting), Mahajan, A. (Anubha), Renström, F. (Frida), Wu, J.M.W. (Joseph M. W.), Qi, Q., Ahmad, S. (Shafqat), Alfred, T. (Tamuno), Amin, N. (Najaf), Bielak, L.F. (Lawrence F.), Bonnefond, A. (Amélie), Bragg-Gresham, J.L. (Jennifer L.), Cadby, G. (Gemma), Chittani, M. (Martina), Coggeshall, S. (Scott), Corre, T. (Tanguy), Direk, N. (Nese), Eriksson, J. (Joel), Fischer, K. (Krista), Gorski, M. (Mathias), Harder, M.N. (Marie Neergaard), Horikoshi, M. (Momoko), Huang, T. (Tao), Huffman, J.E. (Jennifer), Jackson, A.U. (Anne), Justesen, J.M. (Johanne M.), Kanoni, S. (Stavroula), Kinnunen, L. (Leena), Kleber, M.E. (Marcus), Komulainen, P. (Pirjo), Kumari, M. (Meena), Lim, U. (Unhee), Luan, J., Lyytikäinen, L.-P. (Leo-Pekka), Mangino, M. (Massimo), Manichaikul, A. (Ani), Marten, J. (Jonathan), Middelberg, R.P.S. (Rita), Müller-Nurasyid, M. (Martina), Navarro, P. (Pau), Perusse, L. (Louis), Pervjakova, N. (Natalia), Sarti, C. (Cinzia), Smith, A.V. (Albert), Smith, J.A. (Jennifer A), Stanča'kova, A. (Alena), Strawbridge, R.J. (Rona), Stringham, H.M. (Heather M.), Sung, Y.J. (Yun Ju), Tanaka, T. (Toshiko), Teumer, A. (Alexander), Trompet, S. (Stella), Van Der Laan, S.W. (Sander W.), Most, P.J. (Peter) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vedantam, S. (Sailaja), Verweij, N. (Niek), Vink, J.M. (Jacqueline), Vitart, V. (Veronique), Wu, Y. (Ying), Yengo, L. (Loic), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zimmermann, M.E. (Martina E.), Zubair, N. (Niha), Abecasis, G.R. (Gonçalo), Adair, L.S. (Linda S.), Afaq, S. (Saima), Afzal, U. (Uzma), Bakker, S.J.L. (Stephan), Bartz, T.M. (Traci M.), Beilby, J.P. (John), Bergman, R.N. (Richard), Bergmann, S. (Sven), Biffar, R. (Reiner), Blangero, J. (John), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Bottinger, E.P. (Erwin), Braga, D. (Daniele), Buckley, B.M. (Brendan M.), Buyske, S. (Steven), Campbell, H. (Harry), Chambers, J.C. (John C.), Collins, F.S. (Francis), Curran, J.E. (Joanne), Borst, G.J. (Gert) de, Craen, A.J. (Anton) de, Geus, E.J.C. (Eco) de, Dedoussis, G.V. (George), Delgado, G., Ruijter, H.M. (Hester ) den, Eiriksdottir, G. (Gudny), Eriksson, A.L. (Anna L.), Esko, T. (Tõnu), Faul, J.D. (Jessica D.), Ford, I. (Ian), Forrester, T. (Terrence), Gertow, K. (Karl), Gigante, B. (Bruna), Glorioso, N. (Nicola), Gong, J. (Jian), Grallert, H. (Harald), Grammer, T.B. (Tanja), Grarup, N. (Niels), Haitjema, S. (Saskia), Hallmans, G. (Göran), Hamsten, A. (Anders), Hansen, T. (Torben), Harris, T.B. (Tamara), Hartman, C.A. (C.), Hassinen, M. (Maija), Hastie, N. (Nick), Heath, A.C. (Andrew), Hernandez, D.G. (Dena), Hindorff, L.A. (Lucia A), Hocking, L.J., Hollensted, M. (Mette), Holmen, O.L. (Oddgeir L.), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Hung, J. (Joseph), Hutri-Kähönen, N. (Nina), Ingelsson, E. (Erik), James, A. (Alan), Jansson, J.-O. (John-Olov), Jarvelin, M.-R. (Marjo-Riitta), Jhun, M.A. (Min A.), Jørgensen, M.E. (Marit E.), Juonala, M. (Markus), Kähönen, M. (Mika), Karlsson, M. (Magnus), Koistinen, H.A. (Heikki A.), Kolcic, I. (Ivana), Kolovou, G. (Genovefa), Kooperberg, C. (Charles), Krämer, B.K. (Bernhard), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Lakka, T.A. (Timo), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Leander, K. (Karin), Lee, N.R. (Nanette R.), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Linneberg, A. (Allan), Lobbens, S. (Stéphane), Loh, M. (Marie), Lorentzon, M. (Mattias), Luben, R. (Robert), Lubke, G.H. (Gitta), Ludolph-Donislawski, A. (Anja), Lupoli, S. (Sara), Madden, P.A. (Pamela), Männikkö, R. (Reija), Marques-Vidal, P. (Pedro), Martin, N.G. (Nicholas), McKenzie, C.A. (Colin), McKnight, B. (Barbara), Mellström, D. (Dan), Menni, C. (Cristina), Montgomery, G.W. (Grant W.), Musk, A.W. (Arthur), Narisu, N. (Narisu), Nauck, M. (Matthias), Nolte, I.M. (Ilja), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Ong, K.K. (Ken K.), Padmanabhan, S. (Sandosh), Peyser, P.A. (Patricia A.), Pisinger, C. (Charlotta), Porteous, D.J. (David J.), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rao, D.C. (D. C.), Rasmussen-Torvik, L.J. (Laura), Rawal, R. (Rajesh), Rice, T.K. (Treva K.), Ridker, P.M. (Paul), Rose, L.M. (Lynda M.), Bien, S.A. (Stephanie A.), Rudan, I. (Igor), Sanna, S. (Serena), Sarzynski, M.A. (Mark A.), Sattar, N. (Naveed), Savonen, K. (Kai), Schlessinger, D. (David), Scholtens, S. (Salome), Schurmann, C. (Claudia), Scott, R.A. (Robert), Sennblad, B. (Bengt), Siemelink, M.A. (Marten A.), Silbernagel, G. (Günther), Slagboom, P.E. (Eline), Snieder, H. (Harold), Staessen, J.A. (Jan A.), Stott, D.J. (David. J.), Swertz, M.A. (Morris A.), Swift, A.J. (Amy), Taylor, K.D. (Kent), Tayo, B. (Bamidele), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Vandenput, L. (Liesbeth), Vohl, M.-C. (Marie-Claude), Völzke, H. (Henry), Vonk, J.M. (Judith), Waeber, G. (Gérard), Waldenberger, M. (Melanie), Westendorp, R.G.J. (Rudi), Wild, S.H. (Sarah), Willemsen, G., Wolffenbuttel, B.H.R. (Bruce), Wong, A. (Andrew), Wright, A.F. (Alan), Zhao, W. (Wei), Zillikens, M.C. (Carola), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Bandinelli, S. (Stefania), Böger, C.A. (Carsten), Boomsma, D.I. (Dorret), Bouchard, C. (Claude), Bruinenberg, M. (M.), Chasman, D.I. (Daniel), Ida Chen, Y.-D. (Yii-Der), Chines, P.S. (Peter), Cooper, R.S. (Richard S.), Cucca, F. (Francesco), Cusi, D. (Daniele), Faire, U. (Ulf) de, Ferrucci, L. (Luigi), Franks, P.W. (Paul), Froguel, P. (Philippe), Gordon-Larsen, P. (Penny), Grabe, H.J. (Hans Jörgen), Gudnason, V. (Vilmundur), Haiman, C.A. (Christopher), Hayward, C. (Caroline), Hveem, K. (Kristian), Johnson, A.D. (Andrew D.), Jukema, J.W. (Jan Wouter), Kardia, S.L.R. (Sharon), Kivimaki, M. (Mika), Kooner, J.S. (Jaspal S.), Kuh, D. (Diana), Laakso, M. (Markku), Lehtimäki, T. (Terho), Le Marchand, L. (Loic), März, W. (Winfried), McCarthy, M.I. (Mark), Metspalu, A. (Andres), Morris, A.P. (Andrew), Ohlsson, C. (Claes), Palmer, L.J. (Lyle J.), Pasterkamp, G. (Gerard), Pedersen, O. (Oluf), Peters, A. (Annette), Peters, U. (Ulrike), Polasek, O. (Ozren), Psaty, B.M. (Bruce M.), Qi, L. (Lu), Rauramaa, R. (Rainer), Smith, B.H. (Blair), Sørensen, T.I.A. (Thorkild), Strauch, K. (Konstantin), Tiemeier, H.W. (Henning), Tremoli, E. (Elena), Van Der Harst, P. (Pim), Vestergaard, H. (Henrik), Vollenweider, P. (Peter), Wareham, N.J. (Nick), Weir, D.R. (David), Whitfield, J. (John), Wilson, J.F. (James F.), Tyrrell, A.W.R., Frayling, T.M. (Timothy M.), Barroso, I.E. (Inês), Boehnke, M. (Michael), Deloukas, P. (Panagiotis), Fox, C.S. (Caroline), Hirschhorn, J.N. (Joel), Hunter, D.J. (David J.), Spector, T.D. (Timothy), Strachan, D.P. (David), Duijn, C.M. (Cornelia) van, Heid, I.M. (Iris), Mohlke, K.L. (Karen), Marchini, J. (Jonathan), Loos, R.J.F. (Ruth), Kilpeläinen, T.O. (Tuomas), Liu, C.-T. (Ching-Ti), Borecki, I.B. (Ingrid), North, K.E. (Kari), Cupples, L.A. (Adrienne), Justice, A.E. (Anne), Winkler, T.W. (Thomas W.), Feitosa, M.F., Graff, M.J. (Maud J.L.), Fisher, V.A. (Virginia A.), Young, K. (Kristin), Barata, L. (Llilda), Deng, X. (Xuan), Czajkowski, J. (Jacek), Hadley, D. (David), Ngwa, J.S. (Julius S.), Ahluwalia, T.S. (Tarunveer Singh), Chu, A.Y. (Audrey Y), Heard-Costa, N.L. (Nancy), Lim, E. (Elise), Perez, J. (Jeremiah), Eicher, J.D. (John D.), Kutalik, Z. (Zoltán), Xue, L. (Luting), Mahajan, A. (Anubha), Renström, F. (Frida), Wu, J.M.W. (Joseph M. W.), Qi, Q., Ahmad, S. (Shafqat), Alfred, T. (Tamuno), Amin, N. (Najaf), Bielak, L.F. (Lawrence F.), Bonnefond, A. (Amélie), Bragg-Gresham, J.L. (Jennifer L.), Cadby, G. (Gemma), Chittani, M. (Martina), Coggeshall, S. (Scott), Corre, T. (Tanguy), Direk, N. (Nese), Eriksson, J. (Joel), Fischer, K. (Krista), Gorski, M. (Mathias), Harder, M.N. (Marie Neergaard), Horikoshi, M. (Momoko), Huang, T. (Tao), Huffman, J.E. (Jennifer), Jackson, A.U. (Anne), Justesen, J.M. (Johanne M.), Kanoni, S. (Stavroula), Kinnunen, L. (Leena), Kleber, M.E. (Marcus), Komulainen, P. (Pirjo), Kumari, M. (Meena), Lim, U. (Unhee), Luan, J., Lyytikäinen, L.-P. (Leo-Pekka), Mangino, M. (Massimo), Manichaikul, A. (Ani), Marten, J. (Jonathan), Middelberg, R.P.S. (Rita), Müller-Nurasyid, M. (Martina), Navarro, P. (Pau), Perusse, L. (Louis), Pervjakova, N. (Natalia), Sarti, C. (Cinzia), Smith, A.V. (Albert), Smith, J.A. (Jennifer A), Stanča'kova, A. (Alena), Strawbridge, R.J. (Rona), Stringham, H.M. (Heather M.), Sung, Y.J. (Yun Ju), Tanaka, T. (Toshiko), Teumer, A. (Alexander), Trompet, S. (Stella), Van Der Laan, S.W. (Sander W.), Most, P.J. (Peter) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vedantam, S. (Sailaja), Verweij, N. (Niek), Vink, J.M. (Jacqueline), Vitart, V. (Veronique), Wu, Y. (Ying), Yengo, L. (Loic), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zimmermann, M.E. (Martina E.), Zubair, N. (Niha), Abecasis, G.R. (Gonçalo), Adair, L.S. (Linda S.), Afaq, S. (Saima), Afzal, U. (Uzma), Bakker, S.J.L. (Stephan), Bartz, T.M. (Traci M.), Beilby, J.P. (John), Bergman, R.N. (Richard), Bergmann, S. (Sven), Biffar, R. (Reiner), Blangero, J. (John), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Bottinger, E.P. (Erwin), Braga, D. (Daniele), Buckley, B.M. (Brendan M.), Buyske, S. (Steven), Campbell, H. (Harry), Chambers, J.C. (John C.), Collins, F.S. (Francis), Curran, J.E. (Joanne), Borst, G.J. (Gert) de, Craen, A.J. (Anton) de, Geus, E.J.C. (Eco) de, Dedoussis, G.V. (George), Delgado, G., Ruijter, H.M. (Hester ) den, Eiriksdottir, G. (Gudny), Eriksson, A.L. (Anna L.), Esko, T. (Tõnu), Faul, J.D. (Jessica D.), Ford, I. (Ian), Forrester, T. (Terrence), Gertow, K. (Karl), Gigante, B. (Bruna), Glorioso, N. (Nicola), Gong, J. (Jian), Grallert, H. (Harald), Grammer, T.B. (Tanja), Grarup, N. (Niels), Haitjema, S. (Saskia), Hallmans, G. (Göran), Hamsten, A. (Anders), Hansen, T. (Torben), Harris, T.B. (Tamara), Hartman, C.A. (C.), Hassinen, M. (Maija), Hastie, N. (Nick), Heath, A.C. (Andrew), Hernandez, D.G. (Dena), Hindorff, L.A. (Lucia A), Hocking, L.J., Hollensted, M. (Mette), Holmen, O.L. (Oddgeir L.), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Hung, J. (Joseph), Hutri-Kähönen, N. (Nina), Ingelsson, E. (Erik), James, A. (Alan), Jansson, J.-O. (John-Olov), Jarvelin, M.-R. (Marjo-Riitta), Jhun, M.A. (Min A.), Jørgensen, M.E. (Marit E.), Juonala, M. (Markus), Kähönen, M. (Mika), Karlsson, M. (Magnus), Koistinen, H.A. (Heikki A.), Kolcic, I. (Ivana), Kolovou, G. (Genovefa), Kooperberg, C. (Charles), Krämer, B.K. (Bernhard), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Lakka, T.A. (Timo), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Leander, K. (Karin), Lee, N.R. (Nanette R.), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Linneberg, A. (Allan), Lobbens, S. (Stéphane), Loh, M. (Marie), Lorentzon, M. (Mattias), Luben, R. (Robert), Lubke, G.H. (Gitta), Ludolph-Donislawski, A. (Anja), Lupoli, S. (Sara), Madden, P.A. (Pamela), Männikkö, R. (Reija), Marques-Vidal, P. (Pedro), Martin, N.G. (Nicholas), McKenzie, C.A. (Colin), McKnight, B. (Barbara), Mellström, D. (Dan), Menni, C. (Cristina), Montgomery, G.W. (Grant W.), Musk, A.W. (Arthur), Narisu, N. (Narisu), Nauck, M. (Matthias), Nolte, I.M. (Ilja), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Ong, K.K. (Ken K.), Padmanabhan, S. (Sandosh), Peyser, P.A. (Patricia A.), Pisinger, C. (Charlotta), Porteous, D.J. (David J.), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rao, D.C. (D. C.), Rasmussen-Torvik, L.J. (Laura), Rawal, R. (Rajesh), Rice, T.K. (Treva K.), Ridker, P.M. (Paul), Rose, L.M. (Lynda M.), Bien, S.A. (Stephanie A.), Rudan, I. (Igor), Sanna, S. (Serena), Sarzynski, M.A. (Mark A.), Sattar, N. (Naveed), Savonen, K. (Kai), Schlessinger, D. (David), Scholtens, S. (Salome), Schurmann, C. (Claudia), Scott, R.A. (Robert), Sennblad, B. (Bengt), Siemelink, M.A. (Marten A.), Silbernagel, G. (Günther), Slagboom, P.E. (Eline), Snieder, H. (Harold), Staessen, J.A. (Jan A.), Stott, D.J. (David. J.), Swertz, M.A. (Morris A.), Swift, A.J. (Amy), Taylor, K.D. (Kent), Tayo, B. (Bamidele), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Vandenput, L. (Liesbeth), Vohl, M.-C. (Marie-Claude), Völzke, H. (Henry), Vonk, J.M. (Judith), Waeber, G. (Gérard), Waldenberger, M. (Melanie), Westendorp, R.G.J. (Rudi), Wild, S.H. (Sarah), Willemsen, G., Wolffenbuttel, B.H.R. (Bruce), Wong, A. (Andrew), Wright, A.F. (Alan), Zhao, W. (Wei), Zillikens, M.C. (Carola), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Bandinelli, S. (Stefania), Böger, C.A. (Carsten), Boomsma, D.I. (Dorret), Bouchard, C. (Claude), Bruinenberg, M. (M.), Chasman, D.I. (Daniel), Ida Chen, Y.-D. (Yii-Der), Chines, P.S. (Peter), Cooper, R.S. (Richard S.), Cucca, F. (Francesco), Cusi, D. (Daniele), Faire, U. (Ulf) de, Ferrucci, L. (Luigi), Franks, P.W. (Paul), Froguel, P. (Philippe), Gordon-Larsen, P. (Penny), Grabe, H.J. (Hans Jörgen), Gudnason, V. (Vilmundur), Haiman, C.A. (Christopher), Hayward, C. (Caroline), Hveem, K. (Kristian), Johnson, A.D. (Andrew D.), Jukema, J.W. (Jan Wouter), Kardia, S.L.R. (Sharon), Kivimaki, M. (Mika), Kooner, J.S. (Jaspal S.), Kuh, D. (Diana), Laakso, M. (Markku), Lehtimäki, T. (Terho), Le Marchand, L. (Loic), März, W. (Winfried), McCarthy, M.I. (Mark), Metspalu, A. (Andres), Morris, A.P. (Andrew), Ohlsson, C. (Claes), Palmer, L.J. (Lyle J.), Pasterkamp, G. (Gerard), Pedersen, O. (Oluf), Peters, A. (Annette), Peters, U. (Ulrike), Polasek, O. (Ozren), Psaty, B.M. (Bruce M.), Qi, L. (Lu), Rauramaa, R. (Rainer), Smith, B.H. (Blair), Sørensen, T.I.A. (Thorkild), Strauch, K. (Konstantin), Tiemeier, H.W. (Henning), Tremoli, E. (Elena), Van Der Harst, P. (Pim), Vestergaard, H. (Henrik), Vollenweider, P. (Peter), Wareham, N.J. (Nick), Weir, D.R. (David), Whitfield, J. (John), Wilson, J.F. (James F.), Tyrrell, A.W.R., Frayling, T.M. (Timothy M.), Barroso, I.E. (Inês), Boehnke, M. (Michael), Deloukas, P. (Panagiotis), Fox, C.S. (Caroline), Hirschhorn, J.N. (Joel), Hunter, D.J. (David J.), Spector, T.D. (Timothy), Strachan, D.P. (David), Duijn, C.M. (Cornelia) van, Heid, I.M. (Iris), Mohlke, K.L. (Karen), Marchini, J. (Jonathan), Loos, R.J.F. (Ruth), Kilpeläinen, T.O. (Tuomas), Liu, C.-T. (Ching-Ti), Borecki, I.B. (Ingrid), North, K.E. (Kari), and Cupples, L.A. (Adrienne)
Abstract: Few genome-wide association studies (GWAS) account for environmental exposures, like smoking, potentially impacting the overall trait variance when investigating the genetic contribution to obesity-related traits. Here, we use GWAS data from 51,080 current smokers and 190,178 nonsmokers (87% European descent) to identify loci influencing BMI and central adiposity, measured as waist circumference and waist-to-hip ratio both adjusted for BMI. We identify 23 novel genetic loci, and 9 loci with convincing evidence of gene-smoking interaction (GxSMK) on obesity-related traits. We show consistent direction of effect for all identified loci and significance for 18 novel and for 5 interaction loci in an independent study sample. These loci highlight novel biological functions, including response to oxidative stress, addictive behaviour, and regulatory functions emphasizing the importance of accounting
Published: 2017
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31. Rare and low-frequency coding variants alter human adult height

Author: Marouli, E. (Eirini), Graff, M.J. (Maud J.L.), Medina-Gomez, C. (Carolina), Lo, K.S., Wood, A.R. (Andrew), Kjaer, T.R. (Troels R.), Fine, R.S. (Rebecca S.), Lu, Y. (Yingchang), Schurmann, C. (Claudia), Highland, H. (Heather), Rüeger, S. (Sina), Thorleifsson, G. (Gudmar), Justice, A.E. (Anne), Lamparter, D. (David), Stirrups, K. (Kathy), Turcot, V. (Valérie), Young, K.L. (Kristin L.), Winkler, T.W. (Thomas W.), Esko, T. (Tõnu), Karaderi, T. (Tugce), Locke, A. (Adam), Masca, N.G.D. (Nicholas G.D.), Ng, M.C.Y. (Maggie C.Y.), Mudgal, P. (Poorva), Rivas, M.A. (Manuel), Vedantam, S. (Sailaja), Mahajan, A. (Anubha), Guo, X. (Xiuqing), Abecasis, G.R. (Gonçalo), Aben, K.K.H. (Katja), Adair, L.S. (Linda), Alam, D.S. (Dewan S.), Albrecht, E. (Eva), Allin, K.H. (Kristine H), Allison, M.A. (Matthew), Amouyel, P. (Philippe), Appel, E.V. (Emil V.), Arveiler, D. (Dominique), Asselbergs, F.W. (Folkert), Auer, P. (Paul), Balkau, B. (Beverley), Banas, B. (Bernhard), Bang, L.E. (Lia E.), Benn, M. (Marianne), Bergmann, S. (Sven), Bielak, L.F. (Lawrence F.), Blüher, M. (Matthias), Boeing, H. (Heiner), Boerwinkle, E.A. (Eric), Böger, C.A. (Carsten), Bonnycastle, L.L. (Lori), Bork-Jensen, J. (Jette), Bots, M.L. (Michiel), Bottinger, E.P. (Erwin), Bowden, D.W. (Donald), Brandslund, I. (Ivan), Breen, G. (Gerome), Brilliant, M.H. (Murray H.), Broer, L. (Linda), Burt, A.D. (Alastair), Butterworth, A.S. (Adam), Carey, D.J. (David J.), Caulfield, M. (Mark), Chambers, J.C. (John), Chasman, D.I. (Daniel), Chen, Y.-D.I. (Yii-Der Ida), Chowdhury, R. (Rajiv), Christensen, C. (Cramer), Chu, A.Y. (Audrey), Cocca, M. (Massimiliano), Collins, F.S. (Francis), Cook, J.P. (James P.), Corley, J. (Janie), Galbany, J.C. (Jordi Corominas), Cox, A.J. (Amanda J.), Cuellar-Partida, G. (Gabriel), Danesh, J. (John), Davies, G. (Gail), Bakker, P.I.W. (Paul) de, Borst, G.J. (Gert) de, De Denus, S. (Simon), De Groot, M.C.H. (Mark C.H.), Mutsert, R. (Reneé) de, Deary, I.J. (Ian), Dedoussis, G.V. (George), Demerath, E.W. (Ellen), Hollander, A.I. (Anneke), Dennis, J. (Joe), Angelantonio, E. (Emanuele) di, Drenos, F. (Fotios), Du, M. (Mengmeng), Dunning, A.M. (Alison M.), Easton, D.F. (Douglas), Ebeling, T. (Tapani), Edwards, T.L. (Todd L.), Ellinor, P.T. (Patrick), Elliott, P. (Paul), Evangelou, E. (Evangelos), Farmaki, A.-E. (Aliki-Eleni), Faul, J.D. (Jessica D.), Feitosa, M.F. (Mary Furlan), Feng, S. (Shuang), Ferrannini, E. (Ele), Ferrario, M.M. (Marco M.), Ferrieres, J. (Jean), Florez, J.C. (Jose), Ford, I., Fornage, M. (Myriam), Franks, P.W. (Paul), Frikke-Schmidt, R. (Ruth), Galesloot, T.E. (Tessel), Gan, W. (Wei), Gandin, I. (Ilaria), Gasparini, P. (Paolo), Giedraitis, V. (Vilmantas), Giri, A. (Ayush), Girotto, S., Gordon, S.D. (Scott D.), Gordon-Larsen, P. (Penny), Gorski, M. (Mathias), Grarup, N. (Niels), Grove, M.L. (Megan), Gudnason, V. (Vilmundur), Gustafsson, S. (Stefan), Hansen, T. (T.), Harris, K.M. (Kathleen Mullan), Harris, T.B. (Tamara), Hattersley, A.T. (Andrew), Hayward, C. (Caroline), He, L. (Liang), Heid, I.M. (Iris), Heikkilä, K. (Kauko), Helgeland, Ø. (Øyvind), Hernesniemi, J. (Jussi), Hewit, A.W. (Alex), Hocking, L.J. (Lynne), Hollensted, M. (Mette), Holmen, O.L. (Oddgeir), Hovingh, G.K. (Kees), Howson, J.M.M. (Joanna M.M.), Hoyng, C.B. (Carel), Huang, P.L. (Paul L.), Hveem, K. (Kristian), Ikram, M.K. (Kamran), Ingelsson, E. (Erik), Jackson, A.U. (Anne), Jansson, J.-H. (Jan-Håkan), Jarvik, G.P. (Gail), Jensen, G.B. (Gorm B.), Jhun, M.A. (Min A.), Jia, Y. (Yucheng), Jiang, X. (Xuejuan), Johansson, S. (Stefan), Jørgensen, M.E. (Marit E.), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Kahali, B. (Bratati), Kahn, R. (René), Kähönen, M. (Mika), Kamstrup, P.R. (Pia R.), Kanoni, S. (Stavroula), Kaprio, J. (Jaakko), Karaleftheri, M. (Maria), Kardia, S.L.R. (Sharon L.R.), Karpe, F. (Fredrik), Kee, F. (Frank), Keeman, J.N., Kiemeney, L.A.L.M. (Bart), Kitajima, H. (Hidetoshi), Kluivers, K.B. (Kirsten B.), Kocher, T., Komulainen, P. (Pirjo), Kontto, J. (Jukka), Kooner, J.S. (Jaspal S.), Kooperberg, C. (Charles), Kovacs, P. (Peter), Kriebel, J. (Jennifer), Kuivaniemi, H. (Helena), Küry, S. (Sébastien), Kuusisto, J. (Johanna), La Bianca, M. (Martina), Laakso, M. (Markku), Lakka, T.A. (Timo), Lange, E.M. (Ethan), Lange, L.A. (Leslie), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Larson, E.B. (Eric B.), Lee, I.-T. (I-Te), Lehtimäki, T. (Terho), Lewis, C.E. (Cora E.), Li, H. (Huaixing), Li, J. (Jin), Li-Gao, R. (Ruifang), Lin, H. (Honghuang), Lin, L.-A. (Li-An), Lin, X. (Xu), Kao, W.H.L. (Wen), Lindström, J. (Jaana), Linneberg, A. (Allan), Liu, Y. (Yeheng), Liu, Y. (YongMei), Lophatananon, A. (Artitaya), Luan, J. (Jian'An), Lubitz, S.A. (Steven), Lyytikäinen, L.-P. (Leo-Pekka), Mackey, D.A. (David A.), Madden, P.A. (Pamela), Manning, A.K. (Alisa), Männistö, S. (Satu), Marenne, G. (Gaëlle), Marten, J. (Jonathan), Martin, N.G. (Nicholas), Mazul, A.L. (Angela L.), Meidtner, K. (Karina), Metspalu, A. (Andres), Mitchell, P. (Paul), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (Dennis), Morgan, A. (Anna), Morris, A.D. (Andrew D.), Morris, A.P. (Andrew), Müller-Nurasyid, M. (Martina), Munroe, P. (Patricia), Nalls, M.A. (Michael), Nauck, M. (Matthias), Nelson, C.P. (Christopher P.), Neville, M.J. (Matthew), Nielsen, S.F. (Sune), Nikus, K. (Kjell), Njolstad, P. (Pal), Nordestgaard, B.G. (Børge), Ntalla, I. (Ioanna), O'Connel, J.R. (Jeffrey R.), Oksa, H. (Heikki), Loohuis, L.M.O. (Loes M. Olde), Ophoff, R.A. (Roel), Owen, K.R. (Katharine R.), Packard, C.J. (Chris J.), Padmanabhan, S. (Sandosh), Palmer, C.N.A. (Colin), Pasterkamp, G. (Gerard), Patel, A.P. (Aniruddh), Pattie, A. (Alison), Pedersen, O. (Oluf), Peissig, P.L. (Peggy L.), Peloso, G.M. (Gina), Pennell, C.E. (Craig), Perola, M. (Markus), Perry, J.A. (James A.), Perry, J.R.B. (John R.B.), Person, A.D. (Anthony), Pirie, A. (Ailith), Polasek, O. (Ozren), Posthuma, D. (Danielle), Raitakari, O.T. (Olli T.), Rasheed, A. (Asif), Rauramaa, R. (Rainer), Reilly, D.F. (Dermot F.), Reiner, A. (Alexander), Renström, F. (Frida), Ridker, P.M. (Paul), Rioux, J.D. (John), Robertson, N.R. (Neil), Robino, A. (Antonietta), Rolandsson, O. (Olov), Rudan, I. (Igor), Ruth, K.S. (Katherine S.), Saleheen, D. (Danish), Salomaa, V. (Veikko), Samani, N.J. (Nilesh), Sandow, K. (Kevin), Sapkota, Y. (Yadav), Sattar, N. (Naveed), Schmidt, M.K. (Marjanka), Schreiner, P.J. (Pamela), Schulze, M.B. (Matthias B), Scott, R.A. (Robert), Segura-Lepe, M.P. (Marcelo P.), Shah, S.H. (Svati), Sim, X. (Xueling), Sivapalaratnam, S. (Suthesh), Small, K.S. (Kerrin), Smith, A.V. (Albert Vernon), Smith, J.A. (Jennifer A), Southam, L. (Lorraine), Spector, T.D. (Timothy), Speliotes, E.K. (Elizabeth K.), Starr, J.M. (John), Steinthorsdottir, V. (Valgerdur), Stringham, H.M. (Heather), Stumvoll, M. (Michael), Surendran, P. (Praveen), Hart't, L.M. (Leen M.), Tansey, K.E. (Katherine E.), Tardif, J.-C. (Jean-Claude), Taylor, K.D. (Kent), Teumer, A. (Alexander), Thompson, D. (Deborah), Thorsteinsdottir, U. (Unnur), Thuesen, B.H. (Betina H.), Tönjes, A. (Anke), Tromp, G. (Gerard), Trompet, S. (Stella), Tsafantakis, E. (Emmanouil), Tuomilehto, J. (Jaakko), Tybjaerg-Hansen, A. (Anne), Tyrer, J.P. (Jonathan), Uher, R., Uitterlinden, A.G. (André), Ulivi, S. (Sheila), Van Der Laan, S.W. (Sander W.), Van Der Leij, A.R. (Andries R.), Duijn, C.M. (Cornelia) van, Schoor, N.M. (Natasja) van, Setten, J. (Jessica) van, Varbo, A. (Anette), Varga, T.V. (Tibor V.), Varma, R. (Rohit), Velez Edwards, D.R. (Digna R.), Vermeulen, S.H.H.M. (Sita), Vestergaard, H. (Henrik), Vitart, V. (Veronique), Vogt, T.F. (Thomas F.), Vozzi, D. (Diego), Walker, M. (Mark), Wang, F. (Feijie), Wang, C.A. (Carol A.), Wang, S. (Shuai), Wang, Y. (Yiqin), Wareham, N.J. (Nicholas J.), Warren, H. (Helen), Wessel, J. (Jennifer), Willems, S.M. (Sara), Wilson, J.F. (James), Witte, D.R. (Deniel), Woods, M.O. (Michael), Wu, Y. (Ying), Yaghootkar, H. (Hanieh), Yao, J. (Jiefen), Yao, P. (Pang), Yerges-Armstrong, L.M. (Laura), Young, R. (Robin), Zeggini, E. (Eleftheria), Zhan, X. (Xiaowei), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zhao, W. (Wei), Zheng, H. (He), Zhou, W. (Wei), Rotter, J.I. (Jerome I.), Boehnke, M. (Michael), Kathiresan, S. (Sekar), McCarthy, M.I. (Mark I.), Willer, C.J. (Cristen), Zwart, J-A. (John-Anker), Borecki, I.B. (Ingrid), Liu, D. (Dajiang), North, K.E. (Kari), Heard-Costa, N.L. (Nancy), Pers, T.H. (Tune), Lindgren, C.M. (Cecilia M.), Oxvig, C. (Claus), Kutalik, Z. (Zoltán), Rivadeneira Ramirez, F. (Fernando), Loos, R.J.F. (Ruth), Frayling, T.M. (Timothy), Hirschhorn, J.N. (Joel), Deloukas, P. (Panos), Lettre, G. (Guillaume), Marouli, E. (Eirini), Graff, M.J. (Maud J.L.), Medina-Gomez, C. (Carolina), Lo, K.S., Wood, A.R. (Andrew), Kjaer, T.R. (Troels R.), Fine, R.S. (Rebecca S.), Lu, Y. (Yingchang), Schurmann, C. (Claudia), Highland, H. (Heather), Rüeger, S. (Sina), Thorleifsson, G. (Gudmar), Justice, A.E. (Anne), Lamparter, D. (David), Stirrups, K. (Kathy), Turcot, V. (Valérie), Young, K.L. (Kristin L.), Winkler, T.W. (Thomas W.), Esko, T. (Tõnu), Karaderi, T. (Tugce), Locke, A. (Adam), Masca, N.G.D. (Nicholas G.D.), Ng, M.C.Y. (Maggie C.Y.), Mudgal, P. (Poorva), Rivas, M.A. (Manuel), Vedantam, S. (Sailaja), Mahajan, A. (Anubha), Guo, X. (Xiuqing), Abecasis, G.R. (Gonçalo), Aben, K.K.H. (Katja), Adair, L.S. (Linda), Alam, D.S. (Dewan S.), Albrecht, E. (Eva), Allin, K.H. (Kristine H), Allison, M.A. (Matthew), Amouyel, P. (Philippe), Appel, E.V. (Emil V.), Arveiler, D. (Dominique), Asselbergs, F.W. (Folkert), Auer, P. (Paul), Balkau, B. (Beverley), Banas, B. (Bernhard), Bang, L.E. (Lia E.), Benn, M. (Marianne), Bergmann, S. (Sven), Bielak, L.F. (Lawrence F.), Blüher, M. (Matthias), Boeing, H. (Heiner), Boerwinkle, E.A. (Eric), Böger, C.A. (Carsten), Bonnycastle, L.L. (Lori), Bork-Jensen, J. (Jette), Bots, M.L. (Michiel), Bottinger, E.P. (Erwin), Bowden, D.W. (Donald), Brandslund, I. (Ivan), Breen, G. (Gerome), Brilliant, M.H. (Murray H.), Broer, L. (Linda), Burt, A.D. (Alastair), Butterworth, A.S. (Adam), Carey, D.J. (David J.), Caulfield, M. (Mark), Chambers, J.C. (John), Chasman, D.I. (Daniel), Chen, Y.-D.I. (Yii-Der Ida), Chowdhury, R. (Rajiv), Christensen, C. (Cramer), Chu, A.Y. (Audrey), Cocca, M. (Massimiliano), Collins, F.S. (Francis), Cook, J.P. (James P.), Corley, J. (Janie), Galbany, J.C. (Jordi Corominas), Cox, A.J. (Amanda J.), Cuellar-Partida, G. (Gabriel), Danesh, J. (John), Davies, G. (Gail), Bakker, P.I.W. (Paul) de, Borst, G.J. (Gert) de, De Denus, S. (Simon), De Groot, M.C.H. (Mark C.H.), Mutsert, R. (Reneé) de, Deary, I.J. (Ian), Dedoussis, G.V. (George), Demerath, E.W. (Ellen), Hollander, A.I. (Anneke), Dennis, J. (Joe), Angelantonio, E. (Emanuele) di, Drenos, F. (Fotios), Du, M. (Mengmeng), Dunning, A.M. (Alison M.), Easton, D.F. (Douglas), Ebeling, T. (Tapani), Edwards, T.L. (Todd L.), Ellinor, P.T. (Patrick), Elliott, P. (Paul), Evangelou, E. (Evangelos), Farmaki, A.-E. (Aliki-Eleni), Faul, J.D. (Jessica D.), Feitosa, M.F. (Mary Furlan), Feng, S. (Shuang), Ferrannini, E. (Ele), Ferrario, M.M. (Marco M.), Ferrieres, J. (Jean), Florez, J.C. (Jose), Ford, I., Fornage, M. (Myriam), Franks, P.W. (Paul), Frikke-Schmidt, R. (Ruth), Galesloot, T.E. (Tessel), Gan, W. (Wei), Gandin, I. (Ilaria), Gasparini, P. (Paolo), Giedraitis, V. (Vilmantas), Giri, A. (Ayush), Girotto, S., Gordon, S.D. (Scott D.), Gordon-Larsen, P. (Penny), Gorski, M. (Mathias), Grarup, N. (Niels), Grove, M.L. (Megan), Gudnason, V. (Vilmundur), Gustafsson, S. (Stefan), Hansen, T. (T.), Harris, K.M. (Kathleen Mullan), Harris, T.B. (Tamara), Hattersley, A.T. (Andrew), Hayward, C. (Caroline), He, L. (Liang), Heid, I.M. (Iris), Heikkilä, K. (Kauko), Helgeland, Ø. (Øyvind), Hernesniemi, J. (Jussi), Hewit, A.W. (Alex), Hocking, L.J. (Lynne), Hollensted, M. (Mette), Holmen, O.L. (Oddgeir), Hovingh, G.K. (Kees), Howson, J.M.M. (Joanna M.M.), Hoyng, C.B. (Carel), Huang, P.L. (Paul L.), Hveem, K. (Kristian), Ikram, M.K. (Kamran), Ingelsson, E. (Erik), Jackson, A.U. (Anne), Jansson, J.-H. (Jan-Håkan), Jarvik, G.P. (Gail), Jensen, G.B. (Gorm B.), Jhun, M.A. (Min A.), Jia, Y. (Yucheng), Jiang, X. (Xuejuan), Johansson, S. (Stefan), Jørgensen, M.E. (Marit E.), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Kahali, B. (Bratati), Kahn, R. (René), Kähönen, M. (Mika), Kamstrup, P.R. (Pia R.), Kanoni, S. (Stavroula), Kaprio, J. (Jaakko), Karaleftheri, M. (Maria), Kardia, S.L.R. (Sharon L.R.), Karpe, F. (Fredrik), Kee, F. (Frank), Keeman, J.N., Kiemeney, L.A.L.M. (Bart), Kitajima, H. (Hidetoshi), Kluivers, K.B. (Kirsten B.), Kocher, T., Komulainen, P. (Pirjo), Kontto, J. (Jukka), Kooner, J.S. (Jaspal S.), Kooperberg, C. (Charles), Kovacs, P. (Peter), Kriebel, J. (Jennifer), Kuivaniemi, H. (Helena), Küry, S. (Sébastien), Kuusisto, J. (Johanna), La Bianca, M. (Martina), Laakso, M. (Markku), Lakka, T.A. (Timo), Lange, E.M. (Ethan), Lange, L.A. (Leslie), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Larson, E.B. (Eric B.), Lee, I.-T. (I-Te), Lehtimäki, T. (Terho), Lewis, C.E. (Cora E.), Li, H. (Huaixing), Li, J. (Jin), Li-Gao, R. (Ruifang), Lin, H. (Honghuang), Lin, L.-A. (Li-An), Lin, X. (Xu), Kao, W.H.L. (Wen), Lindström, J. (Jaana), Linneberg, A. (Allan), Liu, Y. (Yeheng), Liu, Y. (YongMei), Lophatananon, A. (Artitaya), Luan, J. (Jian'An), Lubitz, S.A. (Steven), Lyytikäinen, L.-P. (Leo-Pekka), Mackey, D.A. (David A.), Madden, P.A. (Pamela), Manning, A.K. (Alisa), Männistö, S. (Satu), Marenne, G. (Gaëlle), Marten, J. (Jonathan), Martin, N.G. (Nicholas), Mazul, A.L. (Angela L.), Meidtner, K. (Karina), Metspalu, A. (Andres), Mitchell, P. (Paul), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (Dennis), Morgan, A. (Anna), Morris, A.D. (Andrew D.), Morris, A.P. (Andrew), Müller-Nurasyid, M. (Martina), Munroe, P. (Patricia), Nalls, M.A. (Michael), Nauck, M. (Matthias), Nelson, C.P. (Christopher P.), Neville, M.J. (Matthew), Nielsen, S.F. (Sune), Nikus, K. (Kjell), Njolstad, P. (Pal), Nordestgaard, B.G. (Børge), Ntalla, I. (Ioanna), O'Connel, J.R. (Jeffrey R.), Oksa, H. (Heikki), Loohuis, L.M.O. (Loes M. Olde), Ophoff, R.A. (Roel), Owen, K.R. (Katharine R.), Packard, C.J. (Chris J.), Padmanabhan, S. (Sandosh), Palmer, C.N.A. (Colin), Pasterkamp, G. (Gerard), Patel, A.P. (Aniruddh), Pattie, A. (Alison), Pedersen, O. (Oluf), Peissig, P.L. (Peggy L.), Peloso, G.M. (Gina), Pennell, C.E. (Craig), Perola, M. (Markus), Perry, J.A. (James A.), Perry, J.R.B. (John R.B.), Person, A.D. (Anthony), Pirie, A. (Ailith), Polasek, O. (Ozren), Posthuma, D. (Danielle), Raitakari, O.T. (Olli T.), Rasheed, A. (Asif), Rauramaa, R. (Rainer), Reilly, D.F. (Dermot F.), Reiner, A. (Alexander), Renström, F. (Frida), Ridker, P.M. (Paul), Rioux, J.D. (John), Robertson, N.R. (Neil), Robino, A. (Antonietta), Rolandsson, O. (Olov), Rudan, I. (Igor), Ruth, K.S. (Katherine S.), Saleheen, D. (Danish), Salomaa, V. (Veikko), Samani, N.J. (Nilesh), Sandow, K. (Kevin), Sapkota, Y. (Yadav), Sattar, N. (Naveed), Schmidt, M.K. (Marjanka), Schreiner, P.J. (Pamela), Schulze, M.B. (Matthias B), Scott, R.A. (Robert), Segura-Lepe, M.P. (Marcelo P.), Shah, S.H. (Svati), Sim, X. (Xueling), Sivapalaratnam, S. (Suthesh), Small, K.S. (Kerrin), Smith, A.V. (Albert Vernon), Smith, J.A. (Jennifer A), Southam, L. (Lorraine), Spector, T.D. (Timothy), Speliotes, E.K. (Elizabeth K.), Starr, J.M. (John), Steinthorsdottir, V. (Valgerdur), Stringham, H.M. (Heather), Stumvoll, M. (Michael), Surendran, P. (Praveen), Hart't, L.M. (Leen M.), Tansey, K.E. (Katherine E.), Tardif, J.-C. (Jean-Claude), Taylor, K.D. (Kent), Teumer, A. (Alexander), Thompson, D. (Deborah), Thorsteinsdottir, U. (Unnur), Thuesen, B.H. (Betina H.), Tönjes, A. (Anke), Tromp, G. (Gerard), Trompet, S. (Stella), Tsafantakis, E. (Emmanouil), Tuomilehto, J. (Jaakko), Tybjaerg-Hansen, A. (Anne), Tyrer, J.P. (Jonathan), Uher, R., Uitterlinden, A.G. (André), Ulivi, S. (Sheila), Van Der Laan, S.W. (Sander W.), Van Der Leij, A.R. (Andries R.), Duijn, C.M. (Cornelia) van, Schoor, N.M. (Natasja) van, Setten, J. (Jessica) van, Varbo, A. (Anette), Varga, T.V. (Tibor V.), Varma, R. (Rohit), Velez Edwards, D.R. (Digna R.), Vermeulen, S.H.H.M. (Sita), Vestergaard, H. (Henrik), Vitart, V. (Veronique), Vogt, T.F. (Thomas F.), Vozzi, D. (Diego), Walker, M. (Mark), Wang, F. (Feijie), Wang, C.A. (Carol A.), Wang, S. (Shuai), Wang, Y. (Yiqin), Wareham, N.J. (Nicholas J.), Warren, H. (Helen), Wessel, J. (Jennifer), Willems, S.M. (Sara), Wilson, J.F. (James), Witte, D.R. (Deniel), Woods, M.O. (Michael), Wu, Y. (Ying), Yaghootkar, H. (Hanieh), Yao, J. (Jiefen), Yao, P. (Pang), Yerges-Armstrong, L.M. (Laura), Young, R. (Robin), Zeggini, E. (Eleftheria), Zhan, X. (Xiaowei), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zhao, W. (Wei), Zheng, H. (He), Zhou, W. (Wei), Rotter, J.I. (Jerome I.), Boehnke, M. (Michael), Kathiresan, S. (Sekar), McCarthy, M.I. (Mark I.), Willer, C.J. (Cristen), Zwart, J-A. (John-Anker), Borecki, I.B. (Ingrid), Liu, D. (Dajiang), North, K.E. (Kari), Heard-Costa, N.L. (Nancy), Pers, T.H. (Tune), Lindgren, C.M. (Cecilia M.), Oxvig, C. (Claus), Kutalik, Z. (Zoltán), Rivadeneira Ramirez, F. (Fernando), Loos, R.J.F. (Ruth), Frayling, T.M. (Timothy), Hirschhorn, J.N. (Joel), Deloukas, P. (Panos), and Lettre, G. (Guillaume)
Abstract: Height is a highly heritable, classic polygenic trait with approximately 700 common associated variants identified through genome-wide association studies so far. Here, we report 83 height-associated coding variants with lower minor-allele frequencies (in the range of 0.1-4.8%) and effects of up to 2 centimetres per allele (such as those in IHH, STC2, AR and CRISPLD2), greater than ten times the average effect of common variants. In functional follow-up studies, rare height-increasing alleles of STC2 (giving an increase of 1-2 centimetres per allele) compromised proteolytic inhibition of PAPP-A and increased cleavage of I
Published: 2017
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32. 1000 Genomes-based metaanalysis identifies 10 novel loci for kidney function

Author: Gorski, M. (Mathias), Most, P.J. (Peter) van der, Teumer, A. (Alexander), Chu, A.Y. (Audrey Y), Li, M. (Man), Mijatovic, V. (Vladan), Nolte, I.M. (Ilja), Cocca, M. (Massimiliano), Taliun, D. (Daniel), Gomez, F. (Felicia), Li, Y. (Yong), Tayo, B. (Bamidele), Tin, A. (Adrienne), Feitosa, M.F., Aspelund, T. (Thor), Attia, J. (John), Biffar, R. (Reiner), Bochud, M. (Murielle), Boerwinkle, E. (Eric), Borecki, I.B. (Ingrid), Bottinger, E.P. (Erwin), Chen, M.-H. (Ming-Huei), Chouraki, V. (Vincent), Ciullo, M. (Marina), Coresh, J. (Josef), Cornelis, M. (Marilyn), Curhan, G.C. (Gary), D'Adamo, A.P. (Adamo Pio), Dehghan, A. (Abbas), Dengler, L. (Laura), Ding, J. (Jingzhong), Eiriksdottir, G. (Gudny), Endlich, K. (Karlhans), Enroth, S. (Stefan), Esko, T. (Tõnu), Franco, O.H. (Oscar H.), Gasparini, P. (Paolo), Gieger, C. (Christian), Girotto, S., Gottesman, O. (Omri), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hancock, S.J. (Stephen J.), Harris, T.B. (Tamara), Helmer, C. (Catherine), Höllerer, S. (Simon), Hofer, E. (Edith), Hofman, A. (Albert), Holliday, E.G. (Elizabeth), Homuth, G. (Georg), Hu, F.B. (Frank), Huth, C. (Cornelia), Hutri-Kähönen, N. (Nina), Hwang, S.-J. (Shih-Jen), Imboden, M. (Medea), Johansson, A. (Åsa), Kähönen, M. (Mika), König, W. (Wolfgang), Kramer, H. (Holly), Krämer, B.K. (Bernhard), Kumar, A. (Ashish), Kutalik, Z. (Zoltán), Lambert, J.-C. (J.), Launer, L.J. (Lenore), Lehtimäki, T. (Terho), De Borst, M.H. (Martin H.), Navis, G. (Gerjan), Swertz, M. (Morris), Liu, Y. (YongMei), Lohman, K. (Kurt), Loos, R.J.F. (Ruth), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), McEvoy, M. (Mark), Meisinger, C. (Christa), Meitinger, T. (Thomas), Metspalu, A. (Andres), Metzger, M. (Marie), Mihailov, E. (Evelin), Mitchell, P. (Paul), Nauck, M. (Matthias), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Penninx, B.W.J.H. (Brenda), Pistis, G. (Giorgio), Pramstaller, P.P. (Peter P.), Probst-Hensch, N.M. (Nicole M.), Raitakari, O.T. (Olli T.), Rettig, R. (Rainer), Ridker, P.M. (Paul), Rivadeneira, F. (Fernando), Robino, A. (Antonietta), Rosas, S.E. (Sylvia E.), Ruderfer, D. (Douglas), Ruggiero, D., Saba, Y. (Yasaman), Sala, C. (Cinzia), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Scott, R.J. (Rodney J.), Sedaghat, S. (Sanaz), Smith, A.V. (Albert), Sorice, R., Stengel, B. (Bernd), Stracke, S. (Sylvia), Strauch, K. (Konstantin), Toniolo, D. (Daniela), Uitterlinden, A.G. (André), Ulivi, S. (Sheila), Viikari, J. (Jorma), Völker, U. (Uwe), Vollenweider, P. (Peter), Völzke, H. (Henry), Vuckovic, D. (Dragana), Waldenberger, M. (Melanie), Wang, J.J. (Jie Jin), Yang, Q. (Qiong Fang), Chasman, D.I. (Daniel), Tromp, G. (Gerard), Snieder, H. (Harold), Heid, I.M. (Iris), Fox, C.S. (Caroline), Köttgen, A. (Anna), Penninx, B.W.J.H., Böger, C.A. (Carsten), Fuchsberger, C. (Christian), Gorski, M. (Mathias), Most, P.J. (Peter) van der, Teumer, A. (Alexander), Chu, A.Y. (Audrey Y), Li, M. (Man), Mijatovic, V. (Vladan), Nolte, I.M. (Ilja), Cocca, M. (Massimiliano), Taliun, D. (Daniel), Gomez, F. (Felicia), Li, Y. (Yong), Tayo, B. (Bamidele), Tin, A. (Adrienne), Feitosa, M.F., Aspelund, T. (Thor), Attia, J. (John), Biffar, R. (Reiner), Bochud, M. (Murielle), Boerwinkle, E. (Eric), Borecki, I.B. (Ingrid), Bottinger, E.P. (Erwin), Chen, M.-H. (Ming-Huei), Chouraki, V. (Vincent), Ciullo, M. (Marina), Coresh, J. (Josef), Cornelis, M. (Marilyn), Curhan, G.C. (Gary), D'Adamo, A.P. (Adamo Pio), Dehghan, A. (Abbas), Dengler, L. (Laura), Ding, J. (Jingzhong), Eiriksdottir, G. (Gudny), Endlich, K. (Karlhans), Enroth, S. (Stefan), Esko, T. (Tõnu), Franco, O.H. (Oscar H.), Gasparini, P. (Paolo), Gieger, C. (Christian), Girotto, S., Gottesman, O. (Omri), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hancock, S.J. (Stephen J.), Harris, T.B. (Tamara), Helmer, C. (Catherine), Höllerer, S. (Simon), Hofer, E. (Edith), Hofman, A. (Albert), Holliday, E.G. (Elizabeth), Homuth, G. (Georg), Hu, F.B. (Frank), Huth, C. (Cornelia), Hutri-Kähönen, N. (Nina), Hwang, S.-J. (Shih-Jen), Imboden, M. (Medea), Johansson, A. (Åsa), Kähönen, M. (Mika), König, W. (Wolfgang), Kramer, H. (Holly), Krämer, B.K. (Bernhard), Kumar, A. (Ashish), Kutalik, Z. (Zoltán), Lambert, J.-C. (J.), Launer, L.J. (Lenore), Lehtimäki, T. (Terho), De Borst, M.H. (Martin H.), Navis, G. (Gerjan), Swertz, M. (Morris), Liu, Y. (YongMei), Lohman, K. (Kurt), Loos, R.J.F. (Ruth), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), McEvoy, M. (Mark), Meisinger, C. (Christa), Meitinger, T. (Thomas), Metspalu, A. (Andres), Metzger, M. (Marie), Mihailov, E. (Evelin), Mitchell, P. (Paul), Nauck, M. (Matthias), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Penninx, B.W.J.H. (Brenda), Pistis, G. (Giorgio), Pramstaller, P.P. (Peter P.), Probst-Hensch, N.M. (Nicole M.), Raitakari, O.T. (Olli T.), Rettig, R. (Rainer), Ridker, P.M. (Paul), Rivadeneira, F. (Fernando), Robino, A. (Antonietta), Rosas, S.E. (Sylvia E.), Ruderfer, D. (Douglas), Ruggiero, D., Saba, Y. (Yasaman), Sala, C. (Cinzia), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Scott, R.J. (Rodney J.), Sedaghat, S. (Sanaz), Smith, A.V. (Albert), Sorice, R., Stengel, B. (Bernd), Stracke, S. (Sylvia), Strauch, K. (Konstantin), Toniolo, D. (Daniela), Uitterlinden, A.G. (André), Ulivi, S. (Sheila), Viikari, J. (Jorma), Völker, U. (Uwe), Vollenweider, P. (Peter), Völzke, H. (Henry), Vuckovic, D. (Dragana), Waldenberger, M. (Melanie), Wang, J.J. (Jie Jin), Yang, Q. (Qiong Fang), Chasman, D.I. (Daniel), Tromp, G. (Gerard), Snieder, H. (Harold), Heid, I.M. (Iris), Fox, C.S. (Caroline), Köttgen, A. (Anna), Penninx, B.W.J.H., Böger, C.A. (Carsten), and Fuchsberger, C. (Christian)
Abstract: HapMap imputed genome-wide association studies (GWAS) have revealed >50 loci at which common variants with minor allele frequency >5% are associated with kidney function. GWAS using more complete reference sets for imputation, such as those from The 1000 Genomes project, promise to identify novel loci that have been missed by previous efforts. To investigate the value of such a more complete variant catalog, we conducted a GWAS meta-Analysis of kidney function based on the estimated glomerular filtration rate (EGFR) in 110,517 European ancestry participants using 1000 Genomes imputed data. We identified 10 novel loci with p-value < 5 × 10-8 previously missed by HapMap-based GWAS. Six of these loci (HOXD8, ARL15, PIK3R1, EYA4, ASTN2, and EPB41L3) are tagged by common SNPs unique to the 1000 Genomes reference panel. Using pathway analysis, we identified 39 significant (FDR < 0.05) genes and 127 significantly (FDR < 0.05) enriched gene sets, whi
Published: 2017
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33. CNV-association meta-analysis in 191,161 European adults reveals new loci associated with anthropometric traits

Author: Mace, A. (Aurelien), Tuke, M.A. (Marcus A.), Deelen, P. (Patrick), Kristiansson, K. (Kati), Mattsson, H. (Hannele), Nõukas, M. (Margit), Sapkota, Y. (Yadav), Schick, U.M. (Ursula), Porcu, E. (Eleonora), Rüeger, S. (Sina), McDaid, A.F. (Aaron F.), Porteous, D.J. (David J.), Winkler, T.W. (Thomas W.), Salvi, E. (Erika), Shrine, N.R.G. (Nick), Liu, X. (Xueping), Ang, W.Q. (Wei), Zhang, W. (Weihua), Feitosa, M.F., Venturini, C. (Cristina), Most, P.J. (Peter) van der, Rosengren, A. (Anders), Wood, A.R. (Andrew), Beaumont, R.N. (Robin N.), Jones, S.E. (Samuel E.), Ruth, K.S. (Katherine S.), Yaghootkar, H. (Hanieh), Tyrrell, A.W.R., Havulinna, A.S. (Aki), Boers, H. (Harmen), Mägi, R. (Reedik), Kriebel, J. (Jennifer), Müller-Nurasyid, M. (Martina), Perola, M. (Markus), Nieminen, M.S. (Markku), Lokki, M.L., Kähönen, M. (Mika), Viikari, J. (Jorma), Geller, F. (Frank), Lahti, J., Palotie, A. (Aarno), Koponen, P. (Päivikki), Lundqvist, A. (Annamari), Rissanen, H. (Harri), Bottinger, E.P. (Erwin), Afaq, S. (Saima), Wojczynski, M.K. (Mary ), Lenzini, P. (Petra), Nolte, I.M. (Ilja), Sparsø, T. (Thomas), Schupf, N. (Nicole), Christensen, K. (Kaare), Perls, T.T. (Thomas T.), Newman, A.B. (Anne B.), Werge, T.M. (Thomas), Snieder, H. (Harold), Spector, T.D. (Timothy), Chambers, J.C. (John C.), Koskinen, S. (Seppo), Melbye, M. (Mads), Raitakari, O.T. (Olli T.), Lehtimäki, T. (Terho), Tobin, M.D. (Martin), Wain, L.V. (Louise V.), Sinisalo, J. (Juha), Peters, A. (Annette), Meitinger, T. (Thomas), Martin, N.G. (Nicholas), Wray, N.R. (Naomi), Montgomery, G.W. (Grant W.), Medland, S.E. (Sarah), Swertz, M.A. (Morris A.), Vartiainen, E. (Erkki), Borodulin, K. (Katja), Männistö, S. (Satu), Murray, A. (Anna), Bochud, M. (Murielle), Jacquemont, S. (Sébastien), Rivadeneira, F. (Fernando), Hansen, T. (Thomas), Oldehinkel, A.J. (Albertine), Mangino, M. (Massimo), Province, M.A. (Mike), Deloukas, P. (Panos), Kooner, J.S. (Jaspal S.), Freathy, R.M. (Rachel), Pennell, C.E. (Craig), Feenstra, B. (Bjarke), Strachan, D.P. (David), Lettre, G. (Guillaume), Hirschhorn, J.N. (Joel), Cusi, D. (Daniele), Heid, I.M. (Iris), Hayward, C. (Caroline), Männik, K. (Katrin), Beckmann, J.S. (Jacques), Loos, R.J.F. (Ruth), Nyholt, D.R. (Dale), Metspalu, A. (Andres), Hagen, K. (Knut), Weedon, M.N. (Michael), Salomaa, V. (Veikko), Franke, L. (Lude), Reymond, A. (Alexandre), Frayling, T.M. (Timothy M.), Kutalik, Z. (Zoltán), Mace, A. (Aurelien), Tuke, M.A. (Marcus A.), Deelen, P. (Patrick), Kristiansson, K. (Kati), Mattsson, H. (Hannele), Nõukas, M. (Margit), Sapkota, Y. (Yadav), Schick, U.M. (Ursula), Porcu, E. (Eleonora), Rüeger, S. (Sina), McDaid, A.F. (Aaron F.), Porteous, D.J. (David J.), Winkler, T.W. (Thomas W.), Salvi, E. (Erika), Shrine, N.R.G. (Nick), Liu, X. (Xueping), Ang, W.Q. (Wei), Zhang, W. (Weihua), Feitosa, M.F., Venturini, C. (Cristina), Most, P.J. (Peter) van der, Rosengren, A. (Anders), Wood, A.R. (Andrew), Beaumont, R.N. (Robin N.), Jones, S.E. (Samuel E.), Ruth, K.S. (Katherine S.), Yaghootkar, H. (Hanieh), Tyrrell, A.W.R., Havulinna, A.S. (Aki), Boers, H. (Harmen), Mägi, R. (Reedik), Kriebel, J. (Jennifer), Müller-Nurasyid, M. (Martina), Perola, M. (Markus), Nieminen, M.S. (Markku), Lokki, M.L., Kähönen, M. (Mika), Viikari, J. (Jorma), Geller, F. (Frank), Lahti, J., Palotie, A. (Aarno), Koponen, P. (Päivikki), Lundqvist, A. (Annamari), Rissanen, H. (Harri), Bottinger, E.P. (Erwin), Afaq, S. (Saima), Wojczynski, M.K. (Mary ), Lenzini, P. (Petra), Nolte, I.M. (Ilja), Sparsø, T. (Thomas), Schupf, N. (Nicole), Christensen, K. (Kaare), Perls, T.T. (Thomas T.), Newman, A.B. (Anne B.), Werge, T.M. (Thomas), Snieder, H. (Harold), Spector, T.D. (Timothy), Chambers, J.C. (John C.), Koskinen, S. (Seppo), Melbye, M. (Mads), Raitakari, O.T. (Olli T.), Lehtimäki, T. (Terho), Tobin, M.D. (Martin), Wain, L.V. (Louise V.), Sinisalo, J. (Juha), Peters, A. (Annette), Meitinger, T. (Thomas), Martin, N.G. (Nicholas), Wray, N.R. (Naomi), Montgomery, G.W. (Grant W.), Medland, S.E. (Sarah), Swertz, M.A. (Morris A.), Vartiainen, E. (Erkki), Borodulin, K. (Katja), Männistö, S. (Satu), Murray, A. (Anna), Bochud, M. (Murielle), Jacquemont, S. (Sébastien), Rivadeneira, F. (Fernando), Hansen, T. (Thomas), Oldehinkel, A.J. (Albertine), Mangino, M. (Massimo), Province, M.A. (Mike), Deloukas, P. (Panos), Kooner, J.S. (Jaspal S.), Freathy, R.M. (Rachel), Pennell, C.E. (Craig), Feenstra, B. (Bjarke), Strachan, D.P. (David), Lettre, G. (Guillaume), Hirschhorn, J.N. (Joel), Cusi, D. (Daniele), Heid, I.M. (Iris), Hayward, C. (Caroline), Männik, K. (Katrin), Beckmann, J.S. (Jacques), Loos, R.J.F. (Ruth), Nyholt, D.R. (Dale), Metspalu, A. (Andres), Hagen, K. (Knut), Weedon, M.N. (Michael), Salomaa, V. (Veikko), Franke, L. (Lude), Reymond, A. (Alexandre), Frayling, T.M. (Timothy M.), and Kutalik, Z. (Zoltán)
Abstract: There are few examples of robust associations between rare copy number variants (CNVs) and complex continuous human traits. Here we present a large-scale CNV association meta-analysis on anthropometric traits in up to 191,161 adult samples from 26 cohorts. The study reveals five CNV associations at 1q21.1, 3q29, 7q11.23, 11p14.2, and 18q21.32 and confirms two known loci at 16p11.2 and 22q11.21, implicating at least one anthropometric trait. The discovered CNVs are recurrent and rare (0.01-0.2%), with large effects on height (>2.4 cm), weight (>5 kg), and body mass index (BMI) (>3.5 kg/m2). Burden analysis shows a 0.41 cm decrease in height, a 0.003 increase in waist-to-hip ratio and increa
Published: 2017
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34. Genome-wide physical activity interactions in adiposity ― A meta-analysis of 200,452 adults

Author: Graff, M.J. (Maud J.L.), Scott, R.A. (Robert), Justice, A.E. (Anne), Young, K.L. (Kristin L.), Feitosa, M.F. (Mary Furlan), Barata, L. (Llilda), Winkler, T.W. (Thomas W.), Chu, A.Y. (Audrey), Mahajan, A. (Anubha), Hadley, D. (David), Xue, L. (Luting), Workalemahu, T. (Tsegaselassie), Heard-Costa, N.L. (Nancy), Hoed, M. (Marcel) den, Ahluwalia, T.S. (Tarunveer Singh), Qi, Q., Ngwa, J.S., Renström, F. (Frida), Quaye, L. (Lydia), Eicher, J.D. (John D.), Hayes, J.E. (James E.), Cornelis, M. (Marilyn), Kutalik, Z. (Zoltán), Lim, E. (Elise), Luan, J. (Jian'An), Huffman, J.E. (Jennifer), Zhang, W. (Weihua), Zhao, W. (Wei), Griffin, P.J. (Paula J.), Haller, T. (Toomas), Ahmad, S. (Shafqat), Marques-Vidal, P. (Pedro), Bien, S. (Stephanie), Yengo, L. (Loic), Teumer, A. (Alexander), Smith, A.V. (Albert Vernon), Kumari, M. (Meena), Harder, M.N. (Marie Neergaard), Justesen, J.M. (Johanne M.), Kleber, M.E. (Marcus), Hollensted, M. (Mette), Lohman, K. (Kurt), Rivera, N.V. (Natalia), Whitfield, J.B. (John B.), Zhao, J.H. (Jing Hua), Stringham, H.M. (Heather), Lyytikäinen, L.-P. (Leo-Pekka), Huppertz, C. (Charlotte), Willemsen, G.A.H.M. (Gonneke), Peyrot, W.J. (Wouter ), Wu, Y. (Ying), Kristiansson, K. (Kati), Demirkan, A. (Ayşe), Fornage, M. (Myriam), Hassinen, M. (Maija), Bielak, L.F. (Lawrence F.), Cadby, G. (Gemma), Tanaka, T. (Toshiko), Mägi, R. (Reedik), Most, P.J. (Peter) van der, Jackson, A.U. (Anne), Bragg-Gresham, J.L. (Jennifer L.), Vitart, V. (Veronique), Marten, J. (Jonathan), Navarro, P. (Pau), Bellis, C. (Claire), Pasko, D. (Dorota), Johansson, Å. (Åsa), Snitker, S. (Soren), Cheng, Y.-C. (Yu-Ching), Eriksson, J. (Joel), Lim, U. (Unhee), Aadahl, M. (Mette), Adair, L.S. (Linda), Amin, N. (Najaf), Balkau, B. (Beverley), Auvinen, J. (Juha), Beilby, J.P. (John), Bergman, R.N. (Richard N.), Bergmann, S.M. (Sven), Bertoni, A.G. (Alain G.), Blangero, J. (John), Bonnefond, A. (Amélie), Bonnycastle, L.L. (Lori), Borja, J.B. (Judith), Brage, S. (Soren), Busonero, F., Buyske, S. (Steven), Campbell, H. (Harry), Chines, P.S. (Peter), Collins, F.S. (Francis), Corre, T. (Tanguy), Smith, G.D. (George Davey), Delgado, G., Dueker, N. (Nicole), Dörr, M. (Marcus), Ebeling, T. (Tapani), Eiriksdottir, G. (Gudny), Esko, T. (Tõnu), Faul, J.D. (Jessica D.), Fu, M. (Mao), Færch, K. (Kristine), Gieger, C. (Christian), Gläser, S., Gong, J. (Jian), Gordon-Larsen, P. (Penny), Grallert, H. (Harald), Grammer, T.B. (Tanja B), Grarup, N. (Niels), Grootheest, G. (Gerard) van, Harald, K. (Kennet), Hastie, N. (Nick), Havulinna, A.S. (Aki), Hernandez, D.G. (Dena), Hindorff, L.A. (Lucia A), Hocking, L.J. (Lynne), Holmens, O.L. (Oddgeir L.), Holzapfel, C. (Christina), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Huang, T. (Tao), Hui, J. (Jennie), Huth, C. (Cornelia), Hutri-Kähönen, N. (Nina), James, A. (Alan), Jansson, J.-O. (John-Olov), Jhun, M.A. (Min A.), Juonala, M. (Markus), Kinnunen, L. (Leena), Koistinen, H. (Heikki), Kolcic, I. (Ivana), Komulainen, P. (Pirjo), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Kähönen, M. (Mika), Lakka, T.A. (Timo), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lindgren, C.M. (Cecilia M.), Lorentzon, M. (Mattias), Luben, R.N. (Robert), Marre, M. (Michel), Milaneschi, Y. (Yuri), Monda, K.L. (Keri), Montgomery, G.W. (Grant W.), Moor, M.H.M. de, Mulas, A. (Antonella), Müller-Nurasyid, M. (Martina), Musk, A.W., Männikkö, R. (Reija), Männistö, S. (Satu), Narisu, N. (Narisu), Nauck, M. (Matthias), Nettleton, J.A. (Jennifer ), Nolte, I.M. (Ilja M.), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Ong, K.K. (Ken K.), Padmanabhan, S. (Sandosh), Paternoster, L. (Lavinia), Perez, J. (Jeremiah), Perola, M. (Markus), Peters, A. (Annette), Peters, U. (Ulrike), Peyser, P.A. (Patricia A.), Prokopenko, I. (Inga), Puolijoki, H. (Hannu), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rasmussen-Torvik, L.J. (Laura J.), Rawal, R. (Rajesh), Ridker, P.M. (Paul), Rose, L.M. (Lynda), Rudan, I. (Igor), Sarti, C. (Cinzia), Sarzynski, M.A. (Mark A.), Savonen, K. (Kai), Scott, W.R. (William R.), Sanna, S. (Serena), Shuldiner, A.R. (Alan), Sidney, S. (Steve), Silbernagel, G. (Günther), Smith, B.H., Smith, J.A. (Jennifer A), Snieder, H. (Harold), Stancáková, A. (Alena), Sternfeld, B. (Barbara), Swift, A.J. (Amy), Tammelin, T. (Tuija), Tan, S.-T. (Sian-Tsung), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Vandenput, L. (Liesbeth), Vestergaard, H. (Henrik), Vliet-Ostaptchouk, J.V. (Jana) van, Vohl, M.-C. (Marie-Claude), Völker, U. (Uwe), Waeber, G. (Gérard), Walker, M. (Mark), Wild, S. (Sarah), Wong, A. (Andrew), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Zubair, N. (Niha), Haiman, C.A. (Christopher), LeMarchand, L. (Loic), Gyllensten, U. (Ulf), Ohlsson, C. (Claes), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Uitterlinden, A.G. (André), Perusse, L. (Louis), Wilson, J.F. (James), Hayward, C. (Caroline), Polasek, O. (Ozren), Cucca, F. (Francesco), Hveem, K. (Kristian), Hartman, C.A. (Catharina A.), Tönjes, A. (Anke), Bandinelli, S. (Stefania), Palmer, L.J. (Lyle J.), Kardia, S.L.R. (Sharon L. R.), Rauramaa, R. (Rainer), Sørensen, T.I.A. (Thorkild), Tuomilehto, J. (Jaakko), Salomaa, V. (Veikko), Penninx, B.W.J.H. (Brenda), Geus, E.J.C. (Eco) de, Boomsma, D.I. (Dorret), Lehtimäki, T. (Terho), Mangino, M. (Massimo), Laakso, M. (Markku), Bouchard, C. (Claude), Martin, N.G. (Nicholas), Kuh, D. (Diana), Liu, Y. (YongMei), Linneberg, A. (Allan), März, W. (Winfried), Strauch, K. (Konstantin), Kivimaki, M. (Mika), Harris, T.B. (Tamara), Gudnason, V. (Vilmundur), Völzke, H. (Henry), Qi, L. (Lu), Jarvelin, M.-R. (Marjo-Riitta), Chambers, J.C. (John), Kooner, J.S. (Jaspal S.), Froguel, P. (Philippe), Kooperberg, C. (Charles), Vollenweider, P. (Peter), Hallmans, G. (Göran), Hansen, T. (T.), Pedersen, O. (Oluf), Metspalu, A. (Andres), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Weir, D.R. (David), Porteous, D.J. (David J.), Boerwinkle, E.A. (Eric), Chasman, D.I. (Daniel), Abecasis, G.R. (Gonçalo R.), Barroso, I.E. (Inês), McCarthy, M.I. (Mark I.), Frayling, T.M. (Timothy), O’Connell, J.R. (Jeffrey R.), Duijn, C.M. (Cornelia) van, Boehnke, M. (Michael), Heid, I.M. (Iris), Mohlke, K.L. (Karen), Strachan, D.P. (David), Fox, C.S. (Caroline), Liu, C.-T. (Ching-Ti), Hirschhorn, J.N. (Joel), Klein, R.J. (Robert J.), Johnson, A.D. (Andrew), Borecki, I.B. (Ingrid), Franks, P.W. (Paul), North, K.E. (Kari), Cupples, L.A. (Adrienne), Loos, R.J.F. (Ruth), Kilpeläinen, T.O. (Tuomas), Graff, M.J. (Maud J.L.), Scott, R.A. (Robert), Justice, A.E. (Anne), Young, K.L. (Kristin L.), Feitosa, M.F. (Mary Furlan), Barata, L. (Llilda), Winkler, T.W. (Thomas W.), Chu, A.Y. (Audrey), Mahajan, A. (Anubha), Hadley, D. (David), Xue, L. (Luting), Workalemahu, T. (Tsegaselassie), Heard-Costa, N.L. (Nancy), Hoed, M. (Marcel) den, Ahluwalia, T.S. (Tarunveer Singh), Qi, Q., Ngwa, J.S., Renström, F. (Frida), Quaye, L. (Lydia), Eicher, J.D. (John D.), Hayes, J.E. (James E.), Cornelis, M. (Marilyn), Kutalik, Z. (Zoltán), Lim, E. (Elise), Luan, J. (Jian'An), Huffman, J.E. (Jennifer), Zhang, W. (Weihua), Zhao, W. (Wei), Griffin, P.J. (Paula J.), Haller, T. (Toomas), Ahmad, S. (Shafqat), Marques-Vidal, P. (Pedro), Bien, S. (Stephanie), Yengo, L. (Loic), Teumer, A. (Alexander), Smith, A.V. (Albert Vernon), Kumari, M. (Meena), Harder, M.N. (Marie Neergaard), Justesen, J.M. (Johanne M.), Kleber, M.E. (Marcus), Hollensted, M. (Mette), Lohman, K. (Kurt), Rivera, N.V. (Natalia), Whitfield, J.B. (John B.), Zhao, J.H. (Jing Hua), Stringham, H.M. (Heather), Lyytikäinen, L.-P. (Leo-Pekka), Huppertz, C. (Charlotte), Willemsen, G.A.H.M. (Gonneke), Peyrot, W.J. (Wouter ), Wu, Y. (Ying), Kristiansson, K. (Kati), Demirkan, A. (Ayşe), Fornage, M. (Myriam), Hassinen, M. (Maija), Bielak, L.F. (Lawrence F.), Cadby, G. (Gemma), Tanaka, T. (Toshiko), Mägi, R. (Reedik), Most, P.J. (Peter) van der, Jackson, A.U. (Anne), Bragg-Gresham, J.L. (Jennifer L.), Vitart, V. (Veronique), Marten, J. (Jonathan), Navarro, P. (Pau), Bellis, C. (Claire), Pasko, D. (Dorota), Johansson, Å. (Åsa), Snitker, S. (Soren), Cheng, Y.-C. (Yu-Ching), Eriksson, J. (Joel), Lim, U. (Unhee), Aadahl, M. (Mette), Adair, L.S. (Linda), Amin, N. (Najaf), Balkau, B. (Beverley), Auvinen, J. (Juha), Beilby, J.P. (John), Bergman, R.N. (Richard N.), Bergmann, S.M. (Sven), Bertoni, A.G. (Alain G.), Blangero, J. (John), Bonnefond, A. (Amélie), Bonnycastle, L.L. (Lori), Borja, J.B. (Judith), Brage, S. (Soren), Busonero, F., Buyske, S. (Steven), Campbell, H. (Harry), Chines, P.S. (Peter), Collins, F.S. (Francis), Corre, T. (Tanguy), Smith, G.D. (George Davey), Delgado, G., Dueker, N. (Nicole), Dörr, M. (Marcus), Ebeling, T. (Tapani), Eiriksdottir, G. (Gudny), Esko, T. (Tõnu), Faul, J.D. (Jessica D.), Fu, M. (Mao), Færch, K. (Kristine), Gieger, C. (Christian), Gläser, S., Gong, J. (Jian), Gordon-Larsen, P. (Penny), Grallert, H. (Harald), Grammer, T.B. (Tanja B), Grarup, N. (Niels), Grootheest, G. (Gerard) van, Harald, K. (Kennet), Hastie, N. (Nick), Havulinna, A.S. (Aki), Hernandez, D.G. (Dena), Hindorff, L.A. (Lucia A), Hocking, L.J. (Lynne), Holmens, O.L. (Oddgeir L.), Holzapfel, C. (Christina), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Huang, T. (Tao), Hui, J. (Jennie), Huth, C. (Cornelia), Hutri-Kähönen, N. (Nina), James, A. (Alan), Jansson, J.-O. (John-Olov), Jhun, M.A. (Min A.), Juonala, M. (Markus), Kinnunen, L. (Leena), Koistinen, H. (Heikki), Kolcic, I. (Ivana), Komulainen, P. (Pirjo), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Kähönen, M. (Mika), Lakka, T.A. (Timo), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lindgren, C.M. (Cecilia M.), Lorentzon, M. (Mattias), Luben, R.N. (Robert), Marre, M. (Michel), Milaneschi, Y. (Yuri), Monda, K.L. (Keri), Montgomery, G.W. (Grant W.), Moor, M.H.M. de, Mulas, A. (Antonella), Müller-Nurasyid, M. (Martina), Musk, A.W., Männikkö, R. (Reija), Männistö, S. (Satu), Narisu, N. (Narisu), Nauck, M. (Matthias), Nettleton, J.A. (Jennifer ), Nolte, I.M. (Ilja M.), Oldehinkel, A.J. (Albertine), Olden, M. (Matthias), Ong, K.K. (Ken K.), Padmanabhan, S. (Sandosh), Paternoster, L. (Lavinia), Perez, J. (Jeremiah), Perola, M. (Markus), Peters, A. (Annette), Peters, U. (Ulrike), Peyser, P.A. (Patricia A.), Prokopenko, I. (Inga), Puolijoki, H. (Hannu), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rasmussen-Torvik, L.J. (Laura J.), Rawal, R. (Rajesh), Ridker, P.M. (Paul), Rose, L.M. (Lynda), Rudan, I. (Igor), Sarti, C. (Cinzia), Sarzynski, M.A. (Mark A.), Savonen, K. (Kai), Scott, W.R. (William R.), Sanna, S. (Serena), Shuldiner, A.R. (Alan), Sidney, S. (Steve), Silbernagel, G. (Günther), Smith, B.H., Smith, J.A. (Jennifer A), Snieder, H. (Harold), Stancáková, A. (Alena), Sternfeld, B. (Barbara), Swift, A.J. (Amy), Tammelin, T. (Tuija), Tan, S.-T. (Sian-Tsung), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Vandenput, L. (Liesbeth), Vestergaard, H. (Henrik), Vliet-Ostaptchouk, J.V. (Jana) van, Vohl, M.-C. (Marie-Claude), Völker, U. (Uwe), Waeber, G. (Gérard), Walker, M. (Mark), Wild, S. (Sarah), Wong, A. (Andrew), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Zubair, N. (Niha), Haiman, C.A. (Christopher), LeMarchand, L. (Loic), Gyllensten, U. (Ulf), Ohlsson, C. (Claes), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Uitterlinden, A.G. (André), Perusse, L. (Louis), Wilson, J.F. (James), Hayward, C. (Caroline), Polasek, O. (Ozren), Cucca, F. (Francesco), Hveem, K. (Kristian), Hartman, C.A. (Catharina A.), Tönjes, A. (Anke), Bandinelli, S. (Stefania), Palmer, L.J. (Lyle J.), Kardia, S.L.R. (Sharon L. R.), Rauramaa, R. (Rainer), Sørensen, T.I.A. (Thorkild), Tuomilehto, J. (Jaakko), Salomaa, V. (Veikko), Penninx, B.W.J.H. (Brenda), Geus, E.J.C. (Eco) de, Boomsma, D.I. (Dorret), Lehtimäki, T. (Terho), Mangino, M. (Massimo), Laakso, M. (Markku), Bouchard, C. (Claude), Martin, N.G. (Nicholas), Kuh, D. (Diana), Liu, Y. (YongMei), Linneberg, A. (Allan), März, W. (Winfried), Strauch, K. (Konstantin), Kivimaki, M. (Mika), Harris, T.B. (Tamara), Gudnason, V. (Vilmundur), Völzke, H. (Henry), Qi, L. (Lu), Jarvelin, M.-R. (Marjo-Riitta), Chambers, J.C. (John), Kooner, J.S. (Jaspal S.), Froguel, P. (Philippe), Kooperberg, C. (Charles), Vollenweider, P. (Peter), Hallmans, G. (Göran), Hansen, T. (T.), Pedersen, O. (Oluf), Metspalu, A. (Andres), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Weir, D.R. (David), Porteous, D.J. (David J.), Boerwinkle, E.A. (Eric), Chasman, D.I. (Daniel), Abecasis, G.R. (Gonçalo R.), Barroso, I.E. (Inês), McCarthy, M.I. (Mark I.), Frayling, T.M. (Timothy), O’Connell, J.R. (Jeffrey R.), Duijn, C.M. (Cornelia) van, Boehnke, M. (Michael), Heid, I.M. (Iris), Mohlke, K.L. (Karen), Strachan, D.P. (David), Fox, C.S. (Caroline), Liu, C.-T. (Ching-Ti), Hirschhorn, J.N. (Joel), Klein, R.J. (Robert J.), Johnson, A.D. (Andrew), Borecki, I.B. (Ingrid), Franks, P.W. (Paul), North, K.E. (Kari), Cupples, L.A. (Adrienne), Loos, R.J.F. (Ruth), and Kilpeläinen, T.O. (Tuomas)
Abstract: Physical activity (PA) may modify the genetic effects that give rise to increased risk of obesity. To identify adiposity loci whose effects are modified by PA, we performed genome-wide interaction meta-analyses of BMI and BMI-adjusted waist circumference and waist-hip ratio from up to 200,452 adults of European (n = 180,423) or other ancestry (n = 20,029). We standardized PA by categorizing it into a dichotomous variable where, on average, 23% of participants were categorized as inactive and 77% as physically active. While we replicate the interaction with PA for the strongest known obesity-risk locus in the FTO gene, of which the effect is attenuated by ~30% in physically active individuals compared to inactive individuals, we do not identify additional loci that are sensitive to PA. In additional genome-wide meta-analyses adjusting for PA and interaction with PA, we identify 11 novel adiposity loci, suggesting that accounting for PA or other environmental factors that contribute to variation in adiposity may facilitate gene discovery.
Published: 2017
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35. Erratum: Genomewide meta-analysis identifies loci associated with IGF-I and IGFBP-3 levels with impact on age-related traits (vol 15, pg 811, 2016)

Author: Teumer, A., Qi, Q., Nethander, M., Aschard, H., Bandinelli, S., Beekman, M., Berndt, S.I., Bidlingmaier, M., Broer, L., Cappola, A., Ceda, G.P., Chanock, S., Chen, M.-H., Chen, T.C., Chen, Y.-D.I., Chung, J., Del Greco Miglianico, F., Eriksson, J., Ferrucci, L., Friedrich, N., Gnewuch, C., Goodarzi, M.O., Grarup, N., Guo, T., Hammer, E., Hayes, R.B., Hicks, A.A., Hofman, A., Houwing-Duistermaat, J.J., Hu, F., Hunter, D.J., Husemoen, L.L., Isaacs, A., Jacobs, K.B., Janssen, J.A.M.J.L., Jansson, J.-O., Jehmlich, Nico, Johnson, S., Juul, A., Karlsson, M., Kilpelainen, T.O., Kovacs, P., Kraft, P., Li, C., Linneberg, A., Liu, Y., Loos, R.J.F., Lorentzon, M., Lu, Y., Maggio, M., Magi, R., Meigs, J., Mellström, D., Nauck, M., Newman, A.B., Pollak, M.N., Pramstaller, P.P., Prokopenko, I., Psaty, B.M., Reincke, M., Rimm, R.B., Rotter, J.I., Saint Pierre, A., Schurmann, C., Seshadri, S., Sjögren, K., Slagboom, P.E., Strickler, H.D., Stumvoll, M., Suh, Y., Sun, Q., Zhang, C., Svensson, J., Tanaka, T., Tare, A., Tönjes, A., Uh, H.-W., van Duijn, C., van Heemst, D., Vandenput, L., Vasan, R.S., Völker, U., Willems, S.M., Ohlsson, C., Wallaschofski, H., Kaplan, R.C., Teumer, A., Qi, Q., Nethander, M., Aschard, H., Bandinelli, S., Beekman, M., Berndt, S.I., Bidlingmaier, M., Broer, L., Cappola, A., Ceda, G.P., Chanock, S., Chen, M.-H., Chen, T.C., Chen, Y.-D.I., Chung, J., Del Greco Miglianico, F., Eriksson, J., Ferrucci, L., Friedrich, N., Gnewuch, C., Goodarzi, M.O., Grarup, N., Guo, T., Hammer, E., Hayes, R.B., Hicks, A.A., Hofman, A., Houwing-Duistermaat, J.J., Hu, F., Hunter, D.J., Husemoen, L.L., Isaacs, A., Jacobs, K.B., Janssen, J.A.M.J.L., Jansson, J.-O., Jehmlich, Nico, Johnson, S., Juul, A., Karlsson, M., Kilpelainen, T.O., Kovacs, P., Kraft, P., Li, C., Linneberg, A., Liu, Y., Loos, R.J.F., Lorentzon, M., Lu, Y., Maggio, M., Magi, R., Meigs, J., Mellström, D., Nauck, M., Newman, A.B., Pollak, M.N., Pramstaller, P.P., Prokopenko, I., Psaty, B.M., Reincke, M., Rimm, R.B., Rotter, J.I., Saint Pierre, A., Schurmann, C., Seshadri, S., Sjögren, K., Slagboom, P.E., Strickler, H.D., Stumvoll, M., Suh, Y., Sun, Q., Zhang, C., Svensson, J., Tanaka, T., Tare, A., Tönjes, A., Uh, H.-W., van Duijn, C., van Heemst, D., Vandenput, L., Vasan, R.S., Völker, U., Willems, S.M., Ohlsson, C., Wallaschofski, H., and Kaplan, R.C.
Abstract: no abstract
Published: 2017

36. The genetics of blood pressure regulation and its target organs from association studies in 342,415 individuals

Author: Ehret, G.B. Ferreira, T. Chasman, D.I. Jackson, A.U. Schmidt, E.M. Johnson, T. Thorleifsson, G. Luan, J. Donnelly, L.A. Kanoni, S. Petersen, A.-K. Pihur, V. Strawbridge, R.J. Shungin, D. Hughes, M.F. Meirelles, O. Kaakinen, M. Bouatia-Naji, N. Kristiansson, K. Shah, S. Kleber, M.E. Guo, X. Lyytikäinen, L.-P. Fava, C. Eriksson, N. Nolte, I.M. Magnusson, P.K. Salfati, E.L. Rallidis, L.S. Theusch, E. Smith, A.J.P. Folkersen, L. Witkowska, K. Pers, T.H. Joehanes, R. Kim, S.K. Lataniotis, L. Jansen, R. Johnson, A.D. Warren, H. Kim, Y.J. Zhao, W. Wu, Y. Tayo, B.O. Bochud, M. Absher, D. Adair, L.S. Amin, N. Arking, D.E. Axelsson, T. Baldassarre, D. Balkau, B. Bandinelli, S. Barnes, M.R. Barroso, I. Bevan, S. Bis, J.C. Bjornsdottir, G. Boehnke, M. Boerwinkle, E. Bonnycastle, L.L. Boomsma, D.I. Bornstein, S.R. Brown, M.J. Burnier, M. Cabrera, C.P. Chambers, J.C. Chang, I.-S. Cheng, C.-Y. Chines, P.S. Chung, R.-H. Collins, F.S. Connell, J.M. Döring, A. Dallongeville, J. Danesh, J. De Faire, U. Delgado, G. Dominiczak, A.F. Doney, A.S.F. Drenos, F. Edkins, S. Eicher, J.D. Elosua, R. Enroth, S. Erdmann, J. Eriksson, P. Esko, T. Evangelou, E. Evans, A. Fall, T. Farrall, M. Felix, J.F. Ferrières, J. Ferrucci, L. Fornage, M. Forrester, T. Franceschini, N. Franco, O.H. Franco-Cereceda, A. Fraser, R.M. Ganesh, S.K. Gao, H. Gertow, K. Gianfagna, F. Gigante, B. Giulianini, F. Goel, A. Goodall, A.H. Goodarzi, M.O. Gorski, M. Gräßler, J. Groves, C.J. Gudnason, V. Gyllensten, U. Hallmans, G. Hartikainen, A.-L. Hassinen, M. Havulinna, A.S. Hayward, C. Hercberg, S. Herzig, K.-H. Hicks, A.A. Hingorani, A.D. Hirschhorn, J.N. Hofman, A. Holmen, J. Holmen, O.L. Hottenga, J.-J. Howard, P. Hsiung, C.A. Hunt, S.C. Ikram, M.A. Illig, T. Iribarren, C. Jensen, R.A. Kähönen, M. Kang, H.M. Kathiresan, S. Keating, B.J. Khaw, K.-T. Kim, Y.K. Kim, E. Kivimaki, M. Klopp, N. Kolovou, G. Komulainen, P. Kooner, J.S. Kosova, G. Krauss, R.M. Kuh, D. Kutalik, Z. Kuusisto, J. Kvaløy, K. Lakka, T.A. Lee, N.R. Lee, I.-T. Lee, W.-J. Levy, D. Li, X. Liang, K.-W. Lin, H. Lin, L. Lindström, J. Lobbens, S. Männistö, S. Müller, G. Müller-Nurasyid, M. Mach, F. Markus, H.S. Marouli, E. McCarthy, M.I. McKenzie, C.A. Meneton, P. Menni, C. Metspalu, A. Mijatovic, V. Moilanen, L. Montasser, M.E. Morris, A.D. Morrison, A.C. Mulas, A. Nagaraja, R. Narisu, N. Nikus, K. O'Donnell, C.J. O'Reilly, P.F. Ong, K.K. Paccaud, F. Palmer, C.D. Parsa, A. Pedersen, N.L. Penninx, B.W. Perola, M. Peters, A. Poulter, N. Pramstaller, P.P. Psaty, B.M. Quertermous, T. Rao, D.C. Rasheed, A. Rayner, N.W. Renström, F. Rettig, R. Rice, K.M. Roberts, R. Rose, L.M. Rossouw, J. Samani, N.J. Sanna, S. Saramies, J. Schunkert, H. Sebert, S. Sheu, W.H.-H. Shin, Y.-A. Sim, X. Smit, J.H. Smith, A.V. Sosa, M.X. Spector, T.D. Stančáková, A. Stanton, A.V. Stirrups, K.E. Stringham, H.M. Sundstrom, J. Swift, A.J. Syvänen, A.-C. Tai, E.-S. Tanaka, T. Tarasov, K.V. Teumer, A. Thorsteinsdottir, U. Tobin, M.D. Tremoli, E. Uitterlinden, A.G. Uusitupa, M. Vaez, A. Vaidya, D. Van Duijn, C.M. Van Iperen, E.P.A. Vasan, R.S. Verwoert, G.C. Virtamo, J. Vitart, V. Voight, B.F. Vollenweider, P. Wagner, A. Wain, L.V. Wareham, N.J. Watkins, H. Weder, A.B. Westra, H.-J. Wilks, R. Wilsgaard, T. Wilson, J.F. Wong, T.Y. Yang, T.-P. Yao, J. Yengo, L. Zhang, W. Zhao, J.H. Zhu, X. Bovet, P. Cooper, R.S. Mohlke, K.L. Saleheen, D. Lee, J.-Y. Elliott, P. Gierman, H.J. Willer, C.J. Franke, L. Hovingh, G.K. Taylor, K.D. Dedoussis, G. Sever, P. Wong, A. Lind, L. Assimes, T.L. Njølstad, I. Schwarz, P.E.H. Langenberg, C. Snieder, H. Caulfield, M.J. Melander, O. Laakso, M. Saltevo, J. Rauramaa, R. Tuomilehto, J. Ingelsson, E. Lehtimäki, T. Hveem, K. Palmas, W. März, W. Kumari, M. Salomaa, V. Chen, Y.-D.I. Rotter, J.I. Froguel, P. Jarvelin, M.-R. Lakatta, E.G. Kuulasmaa, K. Franks, P.W. Hamsten, A. Wichmann, H.-E. Palmer, C.N.A. Stefansson, K. Ridker, P.M. Loos, R.J.F. Chakravarti, A. Deloukas, P. Morris, A.P. Newton-Cheh, C. Munroe, P.B.
Abstract: To dissect the genetic architecture of blood pressure and assess effects on target organ damage, we analyzed 128,272 SNPs from targeted and genome-wide arrays in 201,529 individuals of European ancestry, and genotypes from an additional 140,886 individuals were used for validation. We identified 66 blood pressure-associated loci, of which 17 were new; 15 harbored multiple distinct association signals. The 66 index SNPs were enriched for cis-regulatory elements, particularly in vascular endothelial cells, consistent with a primary role in blood pressure control through modulation of vascular tone across multiple tissues. The 66 index SNPs combined in a risk score showed comparable effects in 64,421 individuals of non-European descent. The 66-SNP blood pressure risk score was significantly associated with target organ damage in multiple tissues but with minor effects in the kidney. Our findings expand current knowledge of blood pressure-related pathways and highlight tissues beyond the classical renal system in blood pressure regulation. © 2016 Nature America, Inc. All rights reserved.
Published: 2016

37. Genetic Identification of a Common Collagen Disease in Puerto Ricans via Identity-by-Descent Mapping in a Health System

Author: Belbin, G.M., primary, Odgis, J., additional, Sorokin, E.P., additional, Yee, M-C., additional, Kohli, S., additional, Glicksberg, B.S., additional, Gignoux, C.R., additional, Wojcik, G.L., additional, Van Vleck, T., additional, Jeff, J.M., additional, Linderman, M., additional, Schurmann, C., additional, Ruderfer, D., additional, Cai, X., additional, Merkelson, A., additional, Justice, A.E., additional, Young, K.L., additional, Graff, M, additional, North, K.E., additional, Peter, U., additional, James, R., additional, Hindorff, L., additional, Kornreich, R., additional, Edelmann, L., additional, Gottesman, O., additional, Stahl, E.E.A., additional, Cho, J.H., additional, Loos, R.J.F., additional, Bottinger, E.P., additional, Nadkarni, G.N., additional, Abul-Husn, N. S., additional, and Kenny, E.E., additional
Published: 2017
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38. A comprehensive 1000 Genomes-based genome-wide association meta-analysis of coronary artery disease

Author: Nikpay, M. Goel, A. Won, H.-H. Hall, L.M. Willenborg, C. Kanoni, S. Saleheen, D. Kyriakou, T. Nelson, C.P. CHopewell, J. Webb, T.R. Zeng, L. Dehghan, A. Alver, M. MArmasu, S. Auro, K. Bjonnes, A. Chasman, D.I. Chen, S. Ford, I. Franceschini, N. Gieger, C. Grace, C. Gustafsson, S. Huang, J. Hwang, S.-J. Kim, Y.K. Kleber, M.E. Lau, K.W. Lu, X. Lu, Y. Lyytikäinen, L.-P. Mihailov, E. Morrison, A.C. Pervjakova, N. Qu, L. Rose, L.M. Salfati, E. Saxena, R. Scholz, M. Smith, A.V. Tikkanen, E. Uitterlinden, A. Yang, X. Zhang, W. Zhao, W. De Andrade, M. De Vries, P.S. Van Zuydam, N.R. Anand, S.S. Bertram, L. Beutner, F. Dedoussis, G. Frossard, P. Gauguier, D. Goodall, A.H. Gottesman, O. Haber, M. Han, B.-G. Huang, J. Jalilzadeh, S. Kessler, T. König, I.R. Lannfelt, L. Lieb, W. Lind, L. MLindgren, C. Lokki, M.-L. Magnusson, P.K. Mallick, N.H. Mehra, N. Meitinger, T. Memon, F.-U.-R. Morris, A.P. Nieminen, M.S. Pedersen, N.L. Peters, A. Rallidis, L.S. Rasheed, A. Samuel, M. Shah, S.H. Sinisalo, J. EStirrups, K. Trompet, S. Wang, L. Zaman, K.S. Ardissino, D. Boerwinkle, E. Borecki, I.B. Bottinger, E.P. Buring, J.E. Chambers, J.C. Collins, R. Cupples, L. Danesh, J. Demuth, I. Elosua, R. Epstein, S.E. Esko, T. Feitosa, M.F. Franco, O.H. Franzosi, M.G. Granger, C.B. Gu, D. Gudnason, V. SHall, A. Hamsten, A. Harris, T.B. LHazen, S. Hengstenberg, C. Hofman, A. Ingelsson, E. Iribarren, C. Jukema, J.W. Karhunen, P.J. Kim, B.-J. Kooner, J.S. Kullo, I.J. Lehtimäki, T. Loos, R.J.F. Melander, O. Metspalu, A. März, W. Palmer, C.N. Perola, M. Quertermous, T. Rader, D.J. Ridker, P.M. Ripatti, S. Roberts, R. Salomaa, V. Sanghera, D.K. Schwartz, S.M. Seedorf, U. Stewart, A.F. Stott, D.J. Thiery, J. Zalloua, P.A. O'Donnell, C.J. Reilly, M.P. Assimes, T.L. Thompson, J.R. Erdmann, J. Clarke, R. Watkins, H. Kathiresan, S. McPherson, R. Deloukas, P. Schunkert, H. Samani, N.J. Farrall, M.
Abstract: Existing knowledge of genetic variants affecting risk of coronary artery disease (CAD) is largely based on genome-wide association study (GWAS) analysis of common SNPs. Leveraging phased haplotypes from the 1000 Genomes Project, we report a GWAS meta-analysis of ∼185,000 CAD cases and controls, interrogating 6.7 million common (minor allele frequency (MAF) > 0.05) and 2.7 million low-frequency (0.005 < MAF < 0.05) variants. In addition to confirming most known CAD-associated loci, we identified ten new loci (eight additive and two recessive) that contain candidate causal genes newly implicating biological processes in vessel walls. We observed intralocus allelic heterogeneity but little evidence of low-frequency variants with larger effects and no evidence of synthetic association. Our analysis provides a comprehensive survey of the fine genetic architecture of CAD, showing that genetic susceptibility to this common disease is largely determined by common SNPs of small effect size. © 2015 Nature America, Inc.
Published: 2015

39. Genetic variation in FTO and mortality

Author: Zimmermann, E., Angquist, L.H., Mirza, S.S., Zhao, J.H., Chasman, D.I., Fischer, K., Qi, Q., Smith, A.V., Thinggaard, M., Jarczok, M.N., Nalls, M.A., Trompet, S., Timpson, N.J., Schmidt, B., Jackson, A.U., Lyytikainen, L.P., Verweij, N., Mueller-Nurasyid, M., Vikstrom, M., Marques-Vidal, P., Wong, A., Meidtner, K., Middelberg, R.P., Strawbridge, R.J., Christiansen, L., Kyvik, K.O., Hamsten, A., Jaaskelainen, T., Tjonneland, A., Eriksson, J.G., Whitfield, J.B., Boeing, H., Hardy, R., Vollenweider, P., Leander, K., Peters, A., Harst, P. van der, Kumari, M., Lehtimaki, T., Meirhaeghe, A., Tuomilehto, J., Jockel, K.H., Ben-Shlomo, Y., Sattar, N., Baumeister, S.E., Smith, G.D., Casas, J.P., Houston, D.K., Marz, W., Christensen, K., Gudnason, V., Hu, F.B., Metspalu, A., Ridker, P.M., Wareham, N.J., Loos, R.J.F., Tiemeier, H., Sonestedt, E., Sorensen, T.I.A., The FTO-Mortality Collaborating, Epidemiology, Surgery, Erasmus MC other, Child and Adolescent Psychiatry / Psychology, FTO-Mortality Collaborating Group, Orho-Melander, M., Zillikens, C., Ikram, A., Hofman, A., Luan, J., Khaw, KT., Rose, LM., Läll, K., Mägi, R., Qi, L., Sun, Q., Harris, TB., Launer, LJ., Eiriksdottir, G., Kleber, ME., Delgado, G., Liu, Y., Garcia, M., Teumer, A., Grabe, H., Homuth, G., Jukema, JW., Ford, I., de Craen AJ., Gallacher, J., Yarnell, J., Mahabadi, AA., Nöthen, MM., Erbel, R., Stringham, HM., Boehnke, M., Amouyel, P., Ferrières, J., Arveiler, D., Kähönen, M., Nikus, K., Nieminen, T., Sanchez, A., Kivimaki, M., van Vliet-Ostaptchouk JV., Hampel, R., Thorand, B., De Faire, U., Nyberg, F., Kuh, D., Martin, NG., Montgomery, GW., Heath, AC., Madden, PA., Osmond, C., Pulizzi, N., Roswall, N., Halkjaer, J., Overvad, K., Uusitupa, M., Kinnunen, L., Lindström, J., Saramies, J., Keinänen-Kiukaanniemi, S., Uusitalo, H., Hussi, E., Baldassarre, D., Veglia, F., Humphries, S., Tremoli, E., and Heitmann, B.
Subjects: obesity, nutritional and metabolic diseases, Alpha-Ketoglutarate-Dependent Dioxygenase FTO, Genetic Variation, Proteins, mortality, Polymorphism, Single Nucleotide, Article, Body Mass Index, meta-analysis, Observational Studies as Topic, Humans, Genetic Predisposition to Disease, Waist Circumference, FTO, Adiposity, Genome-Wide Association Study
Abstract: Previously, a single nucleotide polymorphism (SNP), rs9939609, in the FTO gene showed a much stronger association with all-cause mortality than expected from its association with body mass index (BMI), body fat mass index (FMI) and waist circumference (WC). This finding implies that the SNP has strong pleiotropic effects on adiposity and adiposity-independent pathological pathways that leads to increased mortality. To investigate this further, we conducted a meta-analysis of similar data from 34 longitudinal studies including 169,551 adult Caucasians among whom 27,100 died during follow-up. Linear regression showed that the minor allele of the FTO SNP was associated with greater BMI (n = 169,551; 0.32 kg m(-2) ; 95% CI 0.28-0.32, P
Published: 2015

40. Low-frequency and rare exome chip variants associate with fasting glucose and type 2 diabetes susceptibility

Author: Wessel, J. Chu, A.Y. Willems, S.M. Wang, S. Yaghootkar, H. Brody, J.A. Dauriz, M. Hivert, M.-F. Raghavan, S. Lipovich, L. Hidalgo, B. Fox, K. Huffman, J.E. An, P. Lu, Y. Rasmussen-Torvik, L.J. Grarup, N. Ehm, M.G. Li, L. Baldridge, A.S. Stančáková, A. Abrol, R. Besse, C. Boland, A. Bork-Jensen, J. Fornage, M. Freitag, D.F. Garcia, M.E. Guo, X. Hara, K. Isaacs, A. Jakobsdottir, J. Lange, L.A. Layton, J.C. Li, M. Hua Zhao, J. Meidtner, K. Morrison, A.C. Nalls, M.A. Peters, M.J. Sabater-Lleal, M. Schurmann, C. Silveira, A. Smith, A.V. Southam, L. Stoiber, M.H. Strawbridge, R.J. Taylor, K.D. Varga, T.V. Allin, K.H. Amin, N. Aponte, J.L. Aung, T. Barbieri, C. Bihlmeyer, N.A. Boehnke, M. Bombieri, C. Bowden, D.W. Burns, S.M. Chen, Y. Chen, Y.-D. Cheng, C.-Y. Correa, A. Czajkowski, J. Dehghan, A. Ehret, G.B. Eiriksdottir, G. Escher, S.A. Farmaki, A.-E. Frånberg, M. Gambaro, G. Giulianini, F. Goddard, W.A. Goel, A. Gottesman, O. Grove, M.L. Gustafsson, S. Hai, Y. Hallmans, G. Heo, J. Hoffmann, P. Ikram, M.K. Jensen, R.A. Jørgensen, M.E. Jørgensen, T. Karaleftheri, M. Khor, C.C. Kirkpatrick, A. Kraja, A.T. Kuusisto, J. Lange, E.M. Lee, I.T. Lee, W.-J. Leong, A. Liao, J. Liu, C. Liu, Y. Lindgren, C.M. Linneberg, A. Malerba, G. Mamakou, V. Marouli, E. Maruthur, N.M. Matchan, A. McKean-Cowdin, R. McLeod, O. Metcalf, G.A. Mohlke, K.L. Muzny, D.M. Ntalla, I. Palmer, N.D. Pasko, D. Peter, A. Rayner, N.W. Renström, F. Rice, K. Sala, C.F. Sennblad, B. Serafetinidis, I. Smith, J.A. Soranzo, N. Speliotes, E.K. Stahl, E.A. Stirrups, K. Tentolouris, N. Thanopoulou, A. Torres, M. Traglia, M. Tsafantakis, E. Javad, S. Yanek, L.R. Zengini, E. Becker, D.M. Bis, J.C. Brown, J.B. Adrienne Cupples, L. Hansen, T. Ingelsson, E. Karter, A.J. Lorenzo, C. Mathias, R.A. Norris, J.M. Peloso, G.M. Sheu, W.H.-H. Toniolo, D. Vaidya, D. Varma, R. Wagenknecht, L.E. Boeing, H. Bottinger, E.P. Dedoussis, G. Deloukas, P. Ferrannini, E. Franco, O.H. Franks, P.W. Gibbs, R.A. Gudnason, V. Hamsten, A. Harris, T.B. Hattersley, A.T. Hayward, C. Hofman, A. Jansson, J.-H. Langenberg, C. Launer, L.J. Levy, D. Oostra, B.A. O'Donnell, C.J. O'Rahilly, S. Padmanabhan, S. Pankow, J.S. Polasek, O. Province, M.A. Rich, S.S. Ridker, P.M. Rudan, I. Schulze, M.B. Smith, B.H. Uitterlinden, A.G. Walker, M. Watkins, H. Wong, T.Y. Zeggini, E. Laakso, M. Borecki, I.B. Chasman, D.I. Pedersen, O. Psaty, B.M. Shyong Tai, E. Van Duijn, C.M. Wareham, N.J. Waterworth, D.M. Boerwinkle, E. Linda Kao, W.H. Florez, J.C. Loos, R.J.F. Wilson, J.G. Frayling, T.M. Siscovick, D.S. Dupuis, J. Rotter, J.I. Meigs, J.B. Scott, R.A. Goodarzi, M.O.
Abstract: Fasting glucose and insulin are intermediate traits for type 2 diabetes. Here we explore the role of coding variation on these traits by analysis of variants on the HumanExome BeadChip in 60,564 non-diabetic individuals and in 16,491 T2D cases and 81,877 controls. We identify a novel association of a low-frequency nonsynonymous SNV in GLP1R (A316T; rs10305492; MAF=1.4%) with lower FG (β=-0.09±0.01mmoll-1, P=3.4 × 10-12), T2D risk (OR[95%CI]=0.86[0.76-0.96], P=0.010), early insulin secretion (β=-0.07±0.035pmolinsulin mmolglucose-1, P=0.048), but higher 2-h glucose (β=0.16±0.05mmoll-1, P=4.3 × 10-4). We identify a gene-based association with FG at G6PC2 (p SKAT =6.8 × 10-6) driven by four rare protein-coding SNVs (H177Y, Y207S, R283X and S324P). We identify rs651007 (MAF=20%) in the first intron of ABO at the putative promoter of an antisense lncRNA, associating with higher FG (β=0.02±0.004mmoll-1, P=1.3 × 10-8). Our approach identifies novel coding variant associations and extends the allelic spectrum of variation underlying diabetes-related quantitative traits and T2D susceptibility. © 2015 Macmillan Publishers Limited. All rights reserved.
Published: 2015

41. Meta-analysis of rare and common exome chip variants identifies S1PR4 and other loci influencing blood cell traits

Author: Pankratz, V.S. (Shane), Schick, U.M. (Ursula), Zhou, Y. (Yi), Zhou, W. (Wei), Ahluwalia, T.S. (Tarunveer Singh), Allende, M.L. (Maria Laura), Auer, P. (Paul), Bork-Jensen, J. (Jette), Brody, J.A. (Jennifer A.), Chen, M.-H. (Ming-Huei), Clavo, V. (Vinna), Eicher, J.D. (John D.), Grarup, N. (Niels), Hagedorn, E.J. (Elliott J.), Hu, B. (Bella), Hunker, K. (Kristina), Johnson, A.D. (Andrew), Leusink, M. (Maarten), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), Manichaikul, A. (Ani), Marioni, R.E. (Riccardo), Nalls, M.A. (Michael), Pazoki, R. (Raha), Smith, A.V. (Albert Vernon), Rooij, F.J.A. (Frank) van, Yang, M.-L. (Min-Lee), Zhang, X. (Xiaoling), Zhang, Y. (Yan), Asselbergs, F.W. (Folkert), Boerwinkle, E.A. (Eric), Borecki, I.B. (Ingrid), Bottinger, E.P. (Erwin), Cushman, M. (Mary Ann), Bakker, P.I.W. (Paul) de, Deary, I.J. (Ian), Dong, L. (Liguang), Feitosa, M.F. (Mary Furlan), Floyd, J. (James), Franceschini, N. (Nora), Franco, O.H. (Oscar), Garcia, M. (Melissa), Grove, M.L. (Megan), Gudnason, V. (Vilmundur), Hansen, T. (T.), Harris, T.B. (Tamara), Hofman, A. (Albert), Jackson, R.D. (Rebecca), Jia, J. (Jia), Kähönen, M. (Mika), Launer, L.J. (Lenore J.), Lehtimäki, T. (Terho), Liewald, D.C.M. (David), Linneberg, A. (Allan), Liu, Y. (YongMei), Loos, R.J.F. (Ruth), Nguyen, V.M. (Vy M.), Numans, M.E. (Mattijs), Pedersen, O. (Oluf), Psaty, B.M. (Bruce M.), Raitakari, O.T. (Olli T.), Rich, S.S. (Stephen), Rivadeneira Ramirez, F. (Fernando), Di Sant, A.M.R. (Amanda M. Rosa), Rotter, J.I. (Jerome I.), Starr, J.M. (John), Taylor, K.D. (Kent), Thuesen, B.H. (Betina Heinsbek), Tracy, R.P. (Russell), Uitterlinden, A.G. (André), Wang, J. (Jiansong), Wang, J. (Judy), Dehghan, A. (Abbas), Huo, Y. (Yong), Cupples, L.A. (Adrienne), Wilson, J.F. (James), Proia, R.L. (Richard L.), Zon, L.I. (Leonard), O'Donnell, C.J. (Christopher), Reiner, A.P. (Alex P.), Ganesh, S.K. (Santhi), Pankratz, V.S. (Shane), Schick, U.M. (Ursula), Zhou, Y. (Yi), Zhou, W. (Wei), Ahluwalia, T.S. (Tarunveer Singh), Allende, M.L. (Maria Laura), Auer, P. (Paul), Bork-Jensen, J. (Jette), Brody, J.A. (Jennifer A.), Chen, M.-H. (Ming-Huei), Clavo, V. (Vinna), Eicher, J.D. (John D.), Grarup, N. (Niels), Hagedorn, E.J. (Elliott J.), Hu, B. (Bella), Hunker, K. (Kristina), Johnson, A.D. (Andrew), Leusink, M. (Maarten), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), Manichaikul, A. (Ani), Marioni, R.E. (Riccardo), Nalls, M.A. (Michael), Pazoki, R. (Raha), Smith, A.V. (Albert Vernon), Rooij, F.J.A. (Frank) van, Yang, M.-L. (Min-Lee), Zhang, X. (Xiaoling), Zhang, Y. (Yan), Asselbergs, F.W. (Folkert), Boerwinkle, E.A. (Eric), Borecki, I.B. (Ingrid), Bottinger, E.P. (Erwin), Cushman, M. (Mary Ann), Bakker, P.I.W. (Paul) de, Deary, I.J. (Ian), Dong, L. (Liguang), Feitosa, M.F. (Mary Furlan), Floyd, J. (James), Franceschini, N. (Nora), Franco, O.H. (Oscar), Garcia, M. (Melissa), Grove, M.L. (Megan), Gudnason, V. (Vilmundur), Hansen, T. (T.), Harris, T.B. (Tamara), Hofman, A. (Albert), Jackson, R.D. (Rebecca), Jia, J. (Jia), Kähönen, M. (Mika), Launer, L.J. (Lenore J.), Lehtimäki, T. (Terho), Liewald, D.C.M. (David), Linneberg, A. (Allan), Liu, Y. (YongMei), Loos, R.J.F. (Ruth), Nguyen, V.M. (Vy M.), Numans, M.E. (Mattijs), Pedersen, O. (Oluf), Psaty, B.M. (Bruce M.), Raitakari, O.T. (Olli T.), Rich, S.S. (Stephen), Rivadeneira Ramirez, F. (Fernando), Di Sant, A.M.R. (Amanda M. Rosa), Rotter, J.I. (Jerome I.), Starr, J.M. (John), Taylor, K.D. (Kent), Thuesen, B.H. (Betina Heinsbek), Tracy, R.P. (Russell), Uitterlinden, A.G. (André), Wang, J. (Jiansong), Wang, J. (Judy), Dehghan, A. (Abbas), Huo, Y. (Yong), Cupples, L.A. (Adrienne), Wilson, J.F. (James), Proia, R.L. (Richard L.), Zon, L.I. (Leonard), O'Donnell, C.J. (Christopher), Reiner, A.P. (Alex P.), and Ganesh, S.K. (Santhi)
Abstract: Hematologic measures such as hematocrit and white blood cell (WBC) count are heritable and clinically relevant. We analyzed erythrocyte and WBC phenotypes in 52,531 individuals (37,775 of European ancestry, 11,589 African Americans, and 3,167 Hispanic Americans) from 16 population-based cohorts with Illumina HumanExome BeadChip genotypes. We then performed replication analyses of new discoveries in 18,018 European-American women and 5,261 Han Chinese. We identified and replicated four new erythrocyte trait-locus associations (CEP89, SHROOM3, FADS2, and APOE) and six new WBC loci for neutrophil count (S1PR4), monocyte count (BTBD8, NLRP12, and IL17RA), eosinophil count (IRF1), and total WBC count (MYB). The association of a rare missense variant in S1PR4 supports the role of sphingosine-1-phosphate signaling in leukocyte trafficking and circulating neutrophil counts. Loss-of-function experiments for S1pr4 in mouse and s1pr4 in zebrafish demonstrated phenotypes consistent with the association observed in humans and altered kinetics of neutrophil recruitment and resolution in response to tissue injury.
Published: 2016
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42. The genetics of blood pressure regulation and its target organs from association studies in 342,415 individuals

Author: Ehret, G.B. (Georg), Ferreira, T. (Teresa), Chasman, D.I. (Daniel), Jackson, A.U. (Anne), Schmidt, E.M. (Ellen), Johnson, T. (Toby), Thorleifsson, G. (Gudmar), Luan, J. (Jian'An), Donnelly, L.A. (Louise), Kanoni, S. (Stavroula), Petersen, A.K., Pihur, V. (Vasyl), Strawbridge, R.J. (Rona), Shungin, D. (Dmitry), Hughes, M.F. (Maria F.), Meirelles, O., Kaakinen, M. (Marika), Bouatia-Naji, N. (Nabila), Kristiansson, K. (Kati), Shah, S. (Sonia), Kleber, M.E. (Marcus), Guo, X. (Xiuqing), Lyytikäinen, L.-P. (Leo-Pekka), Fava, C. (Cristiano), Eriksson, N. (Niclas), Nolte, I.M. (Ilja), Magnusson, P.K. (Patrik), Salfati, E. (Elias), Rallidis, L.S. (Loukianos), Theusch, E. (Elizabeth), Smith, A.J. (Andrew), Folkersen, L. (Lasse), Witkowska, H.E. (Ewa), Pers, T.H. (Tune), Joehanes, R. (Roby), Kim, S.K. (Stuart K.), Lataniotis, L. (Lazaros), Jansen, R., Johnson, A.D. (Andrew), Warren, H. (Helen), Kim, Y.J., Zhao, W. (Wei), Wu, Y. (Ying), Tayo, B. (Bamidele), Bochud, M. (Murielle), Absher, D. (Devin), Adair, L.S. (Linda), Amin, N. (Najaf), Arking, D.E. (Dan), Axelsson, T. (Tomas), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Bandinelli, S. (Stefania), Barnes, M.J. (Michael), Barroso, I.E. (Inês), Bevan, S. (Stephen), Bis, J.C. (Joshua), Bjornsdottir, G. (Gyda), Boehnke, M. (Michael), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Boomsma, D.I. (Dorret), Bornstein, S.R. (Stefan), Brown, M.J. (Morris), Burnier, M. (Michel), Cabrera, C.P. (Claudia P.), Chambers, J.C. (John), Chang, I.-S. (I-Shou), Cheng, C.-Y. (Ching-Yu), Chines, P.S. (Peter), Chung, R.-H. (Ren-Hua), Collins, F.S. (Francis), Connell, J.M. (John M.), Döring, A. (Angela), Dallongeville, J., Danesh, J. (John), Faire, U. (Ulf) de, Delgado, G., Dominiczak, A. (Anna), Doney, A.S.F. (Alex), Drenos, F. (Fotios), Edkins, T. (Ted), Eicher, J.D. (John D.), Elosua, R. (Roberto), Enroth, S. (Stefan), Erdmann, J. (Jeanette), Eriksson, P. (Per), Esko, T. (Tõnu), Evangelou, E. (Evangelos), Evans, A. (Alun), Fall, M. (Magnus), Farrall, M. (Martin), Felix, J.F. (Janine), Ferrieres, J. (Jean), Ferrucci, L. (Luigi), Fornage, M. (Myriam), Forrester, T. (Terrence), Franceschini, N. (Nora), Franco, O.H. (Oscar), Franco-Cereceda, A. (Anders), Fraser, R.M. (Ross), Ganesh, S.K. (Santhi), Gao, H. (He), Gertow, K. (Karl), Gianfagna, F. (Francesco), Gigante, B. (Bruna), Giulianini, F. (Franco), Goel, A. (Anuj), Goodall, A.H. (Alison), Goodarzi, M. (Mark), Gorski, M. (Mathias), Gräßler, J. (Jürgen), Groves, C.J. (Christopher), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hallmans, G. (Göran), Hartikainen, A.L., Hassinen, M. (Maija), Havulinna, A.S. (Aki), Hayward, C. (Caroline), Hercberg, S. (Serge), Herzig, K.H., Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hirschhorn, J.N. (Joel), Hofman, A. (Albert), Holmen, J. (Jostein), Holmen, O.L. (Oddgeir), Hottenga, J.J. (Jouke Jan), Howard, P. (Philip), Hsiung, C.A. (Chao A.), Hunt, S.C. (Steven), Ikram, M.K. (Kamran), Illig, T. (Thomas), Iribarren, C. (Carlos), Jensen, R.A. (Richard A.), Kähönen, M. (Mika), Kang, H.M. (Hyun Min), Kathiresan, S. (Sekar), Keating, J. (John), Khaw, K.T., Kim, Y.K. (Yun Kyoung), Kim, E. (Eric), Kivimaki, M. (Mika), Klopp, N. (Norman), Kolovou, G. (Genovefa), Komulainen, P. (Pirjo), Kooner, J.S. (Jaspal S.), Kosova, G. (Gulum), Krauss, R.M. (Ronald), Kuh, D. (Diana), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Lakka, T.A. (Timo), Lee, N.R. (Nanette), Lee, I.T., Lee, W.-J. (Wen-Jane), Levy, D. (Daniel), Li, X. (Xiaohui), Liang, K.-W. (Kae-Woei), Lin, H. (Honghuang), Lin, L. (Li), Lindström, J. (Jaana), Lobbens, S. (Stéphane), Männistö, S. (Satu), Müller, G. (Gabriele), Müller-Nurasyid, M. (Martina), MacH, F. (François), Markus, H.S. (Hugh), Marouli, E. (Eirini), McCarthy, M.I. (Mark), McKenzie, C.A. (Colin), Meneton, P. (Pierre), Menni, C. (Cristina), Metspalu, A. (Andres), Mijatovic, V. (Vladan), Moilanen, L. (Leena), Montasser, M.E. (May E.), Morris, A.D. (Andrew), Morrison, A.C. (Alanna), Mulas, A. (Antonella), Nagaraja, R. (Ramaiah), Narisu, N. (Narisu), Nikus, K. (Kjell), O'Donnell, C.J. (Christopher), O'Reilly, P.F. (Paul), Ong, K.K. (Ken), Paccaud, F. (Fred), Palmer, C. (Cameron), Parsa, A. (Afshin), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Poulter, N.R. (Neil), Pramstaller, P.P. (Peter Paul), Psaty, B.M. (Bruce), Quertermous, T. (Thomas), Rao, D.C. (Dabeeru C.), Rasheed, A. (Asif), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rettig, R. (Rainer), Rice, K.M. (Kenneth), Roberts, R. (Robert), Rose, L.M. (Lynda), Rossouw, J. (Jacques), Samani, N.J. (Nilesh), Sanna, S. (Serena), Saramies, J. (Jouko), Schunkert, H. (Heribert), Sebert, S. (Sylvain), Sheu, W.H.-H. (Wayne H.-H.), Shin, Y.-A. (Young-Ah), Sim, X. (Xueling), Smith, A.V. (Davey), Smith, A.V. (Albert Vernon), Sosa, M.X. (Maria X.), Spector, T.D. (Timothy), Stancáková, A. (Alena), Stanton, A. (Alice), Stirrups, K. (Kathy), Stringham, H.M. (Heather), Sundstrom, J. (Johan), Swift, A.J. (Amy), Syvänen, A.C., Tai, E.-S. (E-Shyong), Tanaka, T. (Toshiko), Tarasov, K.V. (Kirill), Teumer, A. (Alexander), Thorsteinsdottir, U. (Unnur), Tobin, M.D. (Martin), Tremoli, E. (Elena), Uitterlinden, A.G. (Andre G.), Uusitupa, M. (Matti), Vaez, A. (Ahmad), Vaidya, D. (Dhananjay), Van Duijn, C.M. (Cornelia M.), Iperen, E.P.A. (Erik) van, Vasan, R.S. (Ramachandran S.), Verwoert, G.C. (Germaine), Virtamo, J. (Jarmo), Vitart, V. (Veronique), Voight, B.F. (Benjamin), Vollenweider, P. (Peter), Wagner, A. (Aline), Wain, L.V. (Louise V.), Wareham, N.J. (Nick), Watkins, H. (Hugh), Weder, A.B. (Alan), Westra, H.J. (Harm-Jan), Wilks, R. (Rainford), Wilsgaard, T. (Tom), Wilson, J.F. (James F.), Wong, T.Y. (Tien Y.), Yang, T.-P. (Tsun-Po), Yao, J. (Jiefen), Yengo, L. (Loic), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zhu, X. (Xiaofeng), Bovet, P. (Pascal), Cooper, R.S. (Richard S.), Mohlke, K.L. (Karen), Saleheen, D. (Danish), Lee, J.-Y. (Jong-Young), Elliott, P. (Paul), Gierman, L.M. (Lobke), Willer, C.J. (Cristen), Franke, L. (Lude), Hovingh, G.K. (Kees), Taylor, K.D. (Kent), Dedoussis, G.V. (George), Sever, P. (Peter), Wong, A. (Andrew), Kao, W.H.L. (Wen), Assimes, T.L. (Themistocles), Njølstad, I. (Inger), Schwarz, P.E.H. (Peter), Langenberg, C. (Claudia), Snieder, H. (Harold), Caulfield, M. (Mark), Melander, O. (Olle), Laakso, M. (Markku), Saltevo, J. (Juha), Rauramaa, R. (Rainer), Tuomilehto, J. (Jaakko), Ingelsson, E. (Erik), Lehtimäki, T. (Terho), Hveem, K. (Kristian), Palmas, W. (Walter), März, W. (Winfried), Kumari, M. (Meena), Salomaa, V. (Veikko), Chen, Y.D. (Y.), Rotter, J.I. (Jerome I.), Froguel, P. (Philippe), Jarvelin, M.-R. (Marjo-Riitta), Lakatta, E. (Edward), Kuulasmaa, K. (Kari), Franks, P.W. (Paul), Hamsten, A. (Anders), Wichmann, H.E. (Heinz Erich), Palmer, C.N.A. (Colin), Stefansson, K. (Kari), Ridker, P.M. (Paul), Loos, R.J.F. (Ruth), Chakravarti, A. (Aravinda), Deloukas, P. (Panagiotis), Morris, A.P. (Andrew), Newton-Cheh, C. (C.), Munroe, P. (Patricia), Ehret, G.B. (Georg), Ferreira, T. (Teresa), Chasman, D.I. (Daniel), Jackson, A.U. (Anne), Schmidt, E.M. (Ellen), Johnson, T. (Toby), Thorleifsson, G. (Gudmar), Luan, J. (Jian'An), Donnelly, L.A. (Louise), Kanoni, S. (Stavroula), Petersen, A.K., Pihur, V. (Vasyl), Strawbridge, R.J. (Rona), Shungin, D. (Dmitry), Hughes, M.F. (Maria F.), Meirelles, O., Kaakinen, M. (Marika), Bouatia-Naji, N. (Nabila), Kristiansson, K. (Kati), Shah, S. (Sonia), Kleber, M.E. (Marcus), Guo, X. (Xiuqing), Lyytikäinen, L.-P. (Leo-Pekka), Fava, C. (Cristiano), Eriksson, N. (Niclas), Nolte, I.M. (Ilja), Magnusson, P.K. (Patrik), Salfati, E. (Elias), Rallidis, L.S. (Loukianos), Theusch, E. (Elizabeth), Smith, A.J. (Andrew), Folkersen, L. (Lasse), Witkowska, H.E. (Ewa), Pers, T.H. (Tune), Joehanes, R. (Roby), Kim, S.K. (Stuart K.), Lataniotis, L. (Lazaros), Jansen, R., Johnson, A.D. (Andrew), Warren, H. (Helen), Kim, Y.J., Zhao, W. (Wei), Wu, Y. (Ying), Tayo, B. (Bamidele), Bochud, M. (Murielle), Absher, D. (Devin), Adair, L.S. (Linda), Amin, N. (Najaf), Arking, D.E. (Dan), Axelsson, T. (Tomas), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Bandinelli, S. (Stefania), Barnes, M.J. (Michael), Barroso, I.E. (Inês), Bevan, S. (Stephen), Bis, J.C. (Joshua), Bjornsdottir, G. (Gyda), Boehnke, M. (Michael), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Boomsma, D.I. (Dorret), Bornstein, S.R. (Stefan), Brown, M.J. (Morris), Burnier, M. (Michel), Cabrera, C.P. (Claudia P.), Chambers, J.C. (John), Chang, I.-S. (I-Shou), Cheng, C.-Y. (Ching-Yu), Chines, P.S. (Peter), Chung, R.-H. (Ren-Hua), Collins, F.S. (Francis), Connell, J.M. (John M.), Döring, A. (Angela), Dallongeville, J., Danesh, J. (John), Faire, U. (Ulf) de, Delgado, G., Dominiczak, A. (Anna), Doney, A.S.F. (Alex), Drenos, F. (Fotios), Edkins, T. (Ted), Eicher, J.D. (John D.), Elosua, R. (Roberto), Enroth, S. (Stefan), Erdmann, J. (Jeanette), Eriksson, P. (Per), Esko, T. (Tõnu), Evangelou, E. (Evangelos), Evans, A. (Alun), Fall, M. (Magnus), Farrall, M. (Martin), Felix, J.F. (Janine), Ferrieres, J. (Jean), Ferrucci, L. (Luigi), Fornage, M. (Myriam), Forrester, T. (Terrence), Franceschini, N. (Nora), Franco, O.H. (Oscar), Franco-Cereceda, A. (Anders), Fraser, R.M. (Ross), Ganesh, S.K. (Santhi), Gao, H. (He), Gertow, K. (Karl), Gianfagna, F. (Francesco), Gigante, B. (Bruna), Giulianini, F. (Franco), Goel, A. (Anuj), Goodall, A.H. (Alison), Goodarzi, M. (Mark), Gorski, M. (Mathias), Gräßler, J. (Jürgen), Groves, C.J. (Christopher), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hallmans, G. (Göran), Hartikainen, A.L., Hassinen, M. (Maija), Havulinna, A.S. (Aki), Hayward, C. (Caroline), Hercberg, S. (Serge), Herzig, K.H., Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hirschhorn, J.N. (Joel), Hofman, A. (Albert), Holmen, J. (Jostein), Holmen, O.L. (Oddgeir), Hottenga, J.J. (Jouke Jan), Howard, P. (Philip), Hsiung, C.A. (Chao A.), Hunt, S.C. (Steven), Ikram, M.K. (Kamran), Illig, T. (Thomas), Iribarren, C. (Carlos), Jensen, R.A. (Richard A.), Kähönen, M. (Mika), Kang, H.M. (Hyun Min), Kathiresan, S. (Sekar), Keating, J. (John), Khaw, K.T., Kim, Y.K. (Yun Kyoung), Kim, E. (Eric), Kivimaki, M. (Mika), Klopp, N. (Norman), Kolovou, G. (Genovefa), Komulainen, P. (Pirjo), Kooner, J.S. (Jaspal S.), Kosova, G. (Gulum), Krauss, R.M. (Ronald), Kuh, D. (Diana), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Lakka, T.A. (Timo), Lee, N.R. (Nanette), Lee, I.T., Lee, W.-J. (Wen-Jane), Levy, D. (Daniel), Li, X. (Xiaohui), Liang, K.-W. (Kae-Woei), Lin, H. (Honghuang), Lin, L. (Li), Lindström, J. (Jaana), Lobbens, S. (Stéphane), Männistö, S. (Satu), Müller, G. (Gabriele), Müller-Nurasyid, M. (Martina), MacH, F. (François), Markus, H.S. (Hugh), Marouli, E. (Eirini), McCarthy, M.I. (Mark), McKenzie, C.A. (Colin), Meneton, P. (Pierre), Menni, C. (Cristina), Metspalu, A. (Andres), Mijatovic, V. (Vladan), Moilanen, L. (Leena), Montasser, M.E. (May E.), Morris, A.D. (Andrew), Morrison, A.C. (Alanna), Mulas, A. (Antonella), Nagaraja, R. (Ramaiah), Narisu, N. (Narisu), Nikus, K. (Kjell), O'Donnell, C.J. (Christopher), O'Reilly, P.F. (Paul), Ong, K.K. (Ken), Paccaud, F. (Fred), Palmer, C. (Cameron), Parsa, A. (Afshin), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Poulter, N.R. (Neil), Pramstaller, P.P. (Peter Paul), Psaty, B.M. (Bruce), Quertermous, T. (Thomas), Rao, D.C. (Dabeeru C.), Rasheed, A. (Asif), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rettig, R. (Rainer), Rice, K.M. (Kenneth), Roberts, R. (Robert), Rose, L.M. (Lynda), Rossouw, J. (Jacques), Samani, N.J. (Nilesh), Sanna, S. (Serena), Saramies, J. (Jouko), Schunkert, H. (Heribert), Sebert, S. (Sylvain), Sheu, W.H.-H. (Wayne H.-H.), Shin, Y.-A. (Young-Ah), Sim, X. (Xueling), Smith, A.V. (Davey), Smith, A.V. (Albert Vernon), Sosa, M.X. (Maria X.), Spector, T.D. (Timothy), Stancáková, A. (Alena), Stanton, A. (Alice), Stirrups, K. (Kathy), Stringham, H.M. (Heather), Sundstrom, J. (Johan), Swift, A.J. (Amy), Syvänen, A.C., Tai, E.-S. (E-Shyong), Tanaka, T. (Toshiko), Tarasov, K.V. (Kirill), Teumer, A. (Alexander), Thorsteinsdottir, U. (Unnur), Tobin, M.D. (Martin), Tremoli, E. (Elena), Uitterlinden, A.G. (Andre G.), Uusitupa, M. (Matti), Vaez, A. (Ahmad), Vaidya, D. (Dhananjay), Van Duijn, C.M. (Cornelia M.), Iperen, E.P.A. (Erik) van, Vasan, R.S. (Ramachandran S.), Verwoert, G.C. (Germaine), Virtamo, J. (Jarmo), Vitart, V. (Veronique), Voight, B.F. (Benjamin), Vollenweider, P. (Peter), Wagner, A. (Aline), Wain, L.V. (Louise V.), Wareham, N.J. (Nick), Watkins, H. (Hugh), Weder, A.B. (Alan), Westra, H.J. (Harm-Jan), Wilks, R. (Rainford), Wilsgaard, T. (Tom), Wilson, J.F. (James F.), Wong, T.Y. (Tien Y.), Yang, T.-P. (Tsun-Po), Yao, J. (Jiefen), Yengo, L. (Loic), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zhu, X. (Xiaofeng), Bovet, P. (Pascal), Cooper, R.S. (Richard S.), Mohlke, K.L. (Karen), Saleheen, D. (Danish), Lee, J.-Y. (Jong-Young), Elliott, P. (Paul), Gierman, L.M. (Lobke), Willer, C.J. (Cristen), Franke, L. (Lude), Hovingh, G.K. (Kees), Taylor, K.D. (Kent), Dedoussis, G.V. (George), Sever, P. (Peter), Wong, A. (Andrew), Kao, W.H.L. (Wen), Assimes, T.L. (Themistocles), Njølstad, I. (Inger), Schwarz, P.E.H. (Peter), Langenberg, C. (Claudia), Snieder, H. (Harold), Caulfield, M. (Mark), Melander, O. (Olle), Laakso, M. (Markku), Saltevo, J. (Juha), Rauramaa, R. (Rainer), Tuomilehto, J. (Jaakko), Ingelsson, E. (Erik), Lehtimäki, T. (Terho), Hveem, K. (Kristian), Palmas, W. (Walter), März, W. (Winfried), Kumari, M. (Meena), Salomaa, V. (Veikko), Chen, Y.D. (Y.), Rotter, J.I. (Jerome I.), Froguel, P. (Philippe), Jarvelin, M.-R. (Marjo-Riitta), Lakatta, E. (Edward), Kuulasmaa, K. (Kari), Franks, P.W. (Paul), Hamsten, A. (Anders), Wichmann, H.E. (Heinz Erich), Palmer, C.N.A. (Colin), Stefansson, K. (Kari), Ridker, P.M. (Paul), Loos, R.J.F. (Ruth), Chakravarti, A. (Aravinda), Deloukas, P. (Panagiotis), Morris, A.P. (Andrew), Newton-Cheh, C. (C.), and Munroe, P. (Patricia)
Abstract: To dissect the genetic architecture of blood pressure and assess effects on target organ damage, we analyzed 128,272 SNPs from targeted and genome-wide arrays in 201,529 individuals of European ancestry, and genotypes from an additional 140,886 individuals were used for validation. We identified 66 blood pressure-associated loci, of which 17 were new; 15 harbored multiple distinct association signals. The 66 index SNPs were enriched for cis-regulatory elements, particularly in vascular endothelial cells, consistent with a primary role in blood pressure control through modulation of vascular tone across multiple tissues. The 66 index SNPs combined in a risk score showed comparable effects in 64,421 individuals of non-European descent. The 66-SNP blood pressure risk score was significantly associated with target organ damage in multiple tissues but with minor effects in the kidney. Our findings expand current knowledge of blood pressure-related pathways and highlight tissues beyond the classical renal system in blood pressure regulation.
Published: 2016
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43. Genomewide meta-analysis identifies loci associated with IGF-I and IGFBP-3 levels with impact on age-related traits

Author: Teumer, A. (Alexander), Qi, Q., Nethander, M. (Maria), Aschard, H. (Hugues), Bandinelli, S. (Stefania), Beekman, M. (Marian), Berndt, S.I. (Sonja), Bidlingmaier, M. (Martin), Broer, L. (Linda), Cappola, A.R. (Anne), Ceda, G.P. (Gian Paolo), Chanock, S.J. (Stephen), Chen, M.-H. (Ming-Huei), Chen, T.C. (Tai C.), Chen, Y.D. (Y.), Chung, J. (Jonathan), Del Greco Miglianico, F. (Fabiola), Eriksson, J. (Joel), Ferrucci, L. (Luigi), Friedrich, N. (Nele), Gnewuch, C. (Carsten), Goodarzi, M. (Mark), Grarup, N. (Niels), Guo, T. (Tingwei), Hammer, E. (Elke), Hayes, R.B. (Richard), Hicks, A.A. (Andrew), Hofman, A. (Albert), Houwing-Duistermaat, J.J. (Jeanine), Hu, F. (Frank), Hunter, D. (David), Husemoen, L.L.N. (Lise Lotte), Isaacs, A.J. (Aaron), Jacobs, K.B. (Kevin), Janssen, J.A.M.J.L. (Joop), Jansson, J.-O. (John-Olov), Jehmlich, N. (Nico), Johnson, S. (Simon), Juul, A. (Anders), Karlsson, M. (Magnus), Kilpeläinen, T.O. (Tuomas), Kovacs, P. (Peter), Kraft, P. (Peter), Li, C. (Chao), Linneberg, A. (Allan), Liu, Y. (YongMei), Loos, R.J.F. (Ruth), Lorentzon, M. (Mattias), Lu, Y. (Yingchang), Maggio, M. (Marcello), Mägi, R. (Reedik), Meigs, J.B. (James), Mellström, D. (Dan), Nauck, M. (Matthias), Newman, A.B. (Anne B.), Pollak, M.N. (Michael), Pramstaller, P.P. (Peter Paul), Prokopenko, I. (Inga), Psaty, B.M. (Bruce), Reincke, M. (Martin), Rimm, E.B. (Eric B.), Rotter, J.I. (Jerome I.), Saint Pierre, A. (Aude), Schurmann, C. (Claudia), Seshadri, S. (Sudha), Sjögren, K. (Klara), Slagboom, P.E. (Eline), Strickler, H.D. (Howard D.), Stumvoll, M. (Michael), Suh, Y. (Yousin), Sun, Q. (Qi), Zhang, C. (Cuilin), Svensson, J. (Johan), Tanaka, T. (Toshiko), Tare, A. (Archana), Tönjes, A. (Anke), Uh, H.-W. (Hae-Won), Duijn, C.M. (Cornelia) van, Heemst, D. (Diana) van, Vandenput, L. (Liesbeth), Vasan, R.S. (Ramachandran Srini), Völker, U. (Uwe), Willems, S.M. (Sara), Ohlsson, C. (Claes), Wallaschofski, H. (Henri), Kaplan, R.C. (Robert), Teumer, A. (Alexander), Qi, Q., Nethander, M. (Maria), Aschard, H. (Hugues), Bandinelli, S. (Stefania), Beekman, M. (Marian), Berndt, S.I. (Sonja), Bidlingmaier, M. (Martin), Broer, L. (Linda), Cappola, A.R. (Anne), Ceda, G.P. (Gian Paolo), Chanock, S.J. (Stephen), Chen, M.-H. (Ming-Huei), Chen, T.C. (Tai C.), Chen, Y.D. (Y.), Chung, J. (Jonathan), Del Greco Miglianico, F. (Fabiola), Eriksson, J. (Joel), Ferrucci, L. (Luigi), Friedrich, N. (Nele), Gnewuch, C. (Carsten), Goodarzi, M. (Mark), Grarup, N. (Niels), Guo, T. (Tingwei), Hammer, E. (Elke), Hayes, R.B. (Richard), Hicks, A.A. (Andrew), Hofman, A. (Albert), Houwing-Duistermaat, J.J. (Jeanine), Hu, F. (Frank), Hunter, D. (David), Husemoen, L.L.N. (Lise Lotte), Isaacs, A.J. (Aaron), Jacobs, K.B. (Kevin), Janssen, J.A.M.J.L. (Joop), Jansson, J.-O. (John-Olov), Jehmlich, N. (Nico), Johnson, S. (Simon), Juul, A. (Anders), Karlsson, M. (Magnus), Kilpeläinen, T.O. (Tuomas), Kovacs, P. (Peter), Kraft, P. (Peter), Li, C. (Chao), Linneberg, A. (Allan), Liu, Y. (YongMei), Loos, R.J.F. (Ruth), Lorentzon, M. (Mattias), Lu, Y. (Yingchang), Maggio, M. (Marcello), Mägi, R. (Reedik), Meigs, J.B. (James), Mellström, D. (Dan), Nauck, M. (Matthias), Newman, A.B. (Anne B.), Pollak, M.N. (Michael), Pramstaller, P.P. (Peter Paul), Prokopenko, I. (Inga), Psaty, B.M. (Bruce), Reincke, M. (Martin), Rimm, E.B. (Eric B.), Rotter, J.I. (Jerome I.), Saint Pierre, A. (Aude), Schurmann, C. (Claudia), Seshadri, S. (Sudha), Sjögren, K. (Klara), Slagboom, P.E. (Eline), Strickler, H.D. (Howard D.), Stumvoll, M. (Michael), Suh, Y. (Yousin), Sun, Q. (Qi), Zhang, C. (Cuilin), Svensson, J. (Johan), Tanaka, T. (Toshiko), Tare, A. (Archana), Tönjes, A. (Anke), Uh, H.-W. (Hae-Won), Duijn, C.M. (Cornelia) van, Heemst, D. (Diana) van, Vandenput, L. (Liesbeth), Vasan, R.S. (Ramachandran Srini), Völker, U. (Uwe), Willems, S.M. (Sara), Ohlsson, C. (Claes), Wallaschofski, H. (Henri), and Kaplan, R.C. (Robert)
Abstract: The growth hormone/insulin-like growth factor (IGF) axis can be manipulated in animal models to promote longevity, and IGF-related proteins including IGF-I and IGF-binding protein-3 (IGFBP-3) have also been implicated in risk of human diseases including cardiovascular diseases, diabetes, and cancer. Through
Published: 2016
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44. Exome Genotyping Identifies Pleiotropic Variants Associated with Red Blood Cell Traits

Author: Chami, N. (Nathalie), Chen, M.-H. (Ming-Huei), Slater, A.J. (Andrew J.), Eicher, J.D. (John D.), Evangelou, E. (Evangelos), Tajuddin, S.M. (Salman M.), Love-Gregory, L. (Latisha), Kacprowski, T. (Tim), Schick, U.M. (Ursula), Nomura, A. (Akihiro), Giri, A. (Ayush), Lessard, S. (Samuel), Brody, J.A. (Jennifer A.), Schurmann, C. (Claudia), Pankratz, V.S. (Shane), Yanek, L.R. (Lisa), Manichaikul, A. (Ani), Pazoki, R. (Raha), Mihailov, E. (Evelin), Hill, W.D. (W. David), Raffield, L.M. (Laura M.), Burt, A.D. (Alastair), Bartz, T.M. (Traci M.), Becker, D.M. (Diane), Becker, L.C. (Lewis), Boerwinkle, E.A. (Eric), Bork-Jensen, J. (Jette), Bottinger, E.P. (Erwin), O'Donoghue, M.L. (Michelle L.), Crosslin, D.R. (David), de Denus, S. (Simon), Dubé, M.-P. (Marie-Pierre), Elliott, P. (Paul), Engström, G., Evans, M.K. (Michele), Floyd, J. (James), Fornage, M. (Myriam), Gao, H. (He), Greinacher, A. (Andreas), Gudnason, V. (Vilmundur), Hansen, T. (T.), Harris, T.B. (Tamara), Hayward, C. (Caroline), Hernesniemi, J. (Jussi), Highland, H. (Heather), Hirschhorn, J.N. (Joel), Hofman, A. (Albert), Irvin, M.R. (Marguerite R.), Kähönen, M. (Mika), Lange, E.M. (Ethan), Launer, L.J. (Lenore J.), Lehtimäki, T. (Terho), Li, J. (Jin), Liewald, D.C.M. (David), Linneberg, A. (Allan), Liu, Y. (YongMei), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), Mägi, R. (Reedik), Mathias, J. (Jasmine), Melander, O. (Olle), Metspalu, A. (Andres), Mononen, K. (Kari), Nalls, M.A. (Michael), Nickerson, D.A. (Deborah), Nikus, K. (Kjell), O'Donnell, C.J. (Christopher), Orho-Melander, M. (Marju), Pedersen, O. (Oluf), Petersmann, A. (Astrid), Polfus, L. (Linda), Psaty, B.M. (Bruce), Raitakari, O.T. (Olli T.), Raitoharju, E. (Emma), Richard, M. (Melissa), Rice, K.M. (Kenneth), Rivadeneira Ramirez, F. (Fernando), Rotter, J.I. (Jerome I.), Schmidt, F. (Frank), Smith, A.V. (Albert Vernon), Starr, J.M. (John), Taylor, K.D. (Kent), Teumer, A. (Alexander), Thuesen, B.H. (Betina H.), Torstenson, E.S. (Eric S.), Tracy, R.P. (Russell), Tzoulaki, I., Zakai, N.A. (Neil), Vacchi-Suzzi, C. (Caterina), Duijn, C.M. (Cornelia) van, Rooij, F.J.A. (Frank) van, Cushman, M. (Mary Ann), Deary, I.J. (Ian), Velez Edwards, D.R. (Digna R.), Vergnaud, A.-C. (Anne-Claire), Wallentin, L.C. (Lars), Waterworth, D. (Dawn), White, H.D. (Harvey D.), Wilson, J.F. (James), Zonderman, A.B., Kathiresan, S. (Sekar), Grarup, N. (Niels), Esko, T. (Tõnu), Loos, R.J.F. (Ruth), Lange, L.A. (Leslie), Faraday, N. (Nauder), Abumrad, N.A. (Nada A.), Edwards, T.L. (Todd L.), Ganesh, S.K. (Santhi), Auer, P. (Paul), Johnson, A.D. (Andrew), Reiner, A. (Alexander), Lettre, G. (Guillaume), Chami, N. (Nathalie), Chen, M.-H. (Ming-Huei), Slater, A.J. (Andrew J.), Eicher, J.D. (John D.), Evangelou, E. (Evangelos), Tajuddin, S.M. (Salman M.), Love-Gregory, L. (Latisha), Kacprowski, T. (Tim), Schick, U.M. (Ursula), Nomura, A. (Akihiro), Giri, A. (Ayush), Lessard, S. (Samuel), Brody, J.A. (Jennifer A.), Schurmann, C. (Claudia), Pankratz, V.S. (Shane), Yanek, L.R. (Lisa), Manichaikul, A. (Ani), Pazoki, R. (Raha), Mihailov, E. (Evelin), Hill, W.D. (W. David), Raffield, L.M. (Laura M.), Burt, A.D. (Alastair), Bartz, T.M. (Traci M.), Becker, D.M. (Diane), Becker, L.C. (Lewis), Boerwinkle, E.A. (Eric), Bork-Jensen, J. (Jette), Bottinger, E.P. (Erwin), O'Donoghue, M.L. (Michelle L.), Crosslin, D.R. (David), de Denus, S. (Simon), Dubé, M.-P. (Marie-Pierre), Elliott, P. (Paul), Engström, G., Evans, M.K. (Michele), Floyd, J. (James), Fornage, M. (Myriam), Gao, H. (He), Greinacher, A. (Andreas), Gudnason, V. (Vilmundur), Hansen, T. (T.), Harris, T.B. (Tamara), Hayward, C. (Caroline), Hernesniemi, J. (Jussi), Highland, H. (Heather), Hirschhorn, J.N. (Joel), Hofman, A. (Albert), Irvin, M.R. (Marguerite R.), Kähönen, M. (Mika), Lange, E.M. (Ethan), Launer, L.J. (Lenore J.), Lehtimäki, T. (Terho), Li, J. (Jin), Liewald, D.C.M. (David), Linneberg, A. (Allan), Liu, Y. (YongMei), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), Mägi, R. (Reedik), Mathias, J. (Jasmine), Melander, O. (Olle), Metspalu, A. (Andres), Mononen, K. (Kari), Nalls, M.A. (Michael), Nickerson, D.A. (Deborah), Nikus, K. (Kjell), O'Donnell, C.J. (Christopher), Orho-Melander, M. (Marju), Pedersen, O. (Oluf), Petersmann, A. (Astrid), Polfus, L. (Linda), Psaty, B.M. (Bruce), Raitakari, O.T. (Olli T.), Raitoharju, E. (Emma), Richard, M. (Melissa), Rice, K.M. (Kenneth), Rivadeneira Ramirez, F. (Fernando), Rotter, J.I. (Jerome I.), Schmidt, F. (Frank), Smith, A.V. (Albert Vernon), Starr, J.M. (John), Taylor, K.D. (Kent), Teumer, A. (Alexander), Thuesen, B.H. (Betina H.), Torstenson, E.S. (Eric S.), Tracy, R.P. (Russell), Tzoulaki, I., Zakai, N.A. (Neil), Vacchi-Suzzi, C. (Caterina), Duijn, C.M. (Cornelia) van, Rooij, F.J.A. (Frank) van, Cushman, M. (Mary Ann), Deary, I.J. (Ian), Velez Edwards, D.R. (Digna R.), Vergnaud, A.-C. (Anne-Claire), Wallentin, L.C. (Lars), Waterworth, D. (Dawn), White, H.D. (Harvey D.), Wilson, J.F. (James), Zonderman, A.B., Kathiresan, S. (Sekar), Grarup, N. (Niels), Esko, T. (Tõnu), Loos, R.J.F. (Ruth), Lange, L.A. (Leslie), Faraday, N. (Nauder), Abumrad, N.A. (Nada A.), Edwards, T.L. (Todd L.), Ganesh, S.K. (Santhi), Auer, P. (Paul), Johnson, A.D. (Andrew), Reiner, A. (Alexander), and Lettre, G. (Guillaume)
Abstract: Red blood cell (RBC) traits are important heritable clinical biomarkers and modifiers of disease severity. To identify coding genetic variants associated with these traits, we conducted meta-analyses of seven RBC phenotypes in 130,273 multi-ethnic individuals from studies genotyped on an exome array. After conditional analyses and replication in 27,480 independent individuals, we identified 16 new RBC variants. We found low-frequency missense variants in MAP1A (rs55707100, minor allele frequency [MAF] = 3.3%, p = 2 × 10−10 for hemoglobin [HGB]) and HNF4A (rs1800961, MAF = 2.4%, p < 3 × 10−8 for hematocrit [HCT] and HGB). In African Americans, we identified a nonsense variant in CD36 associated with higher RBC distribut
Published: 2016
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45. An Empirical Comparison of Joint and Stratified Frameworks for Studying G × E Interactions: Systolic Blood Pressure and Smoking in the CHARGE Gene-Lifestyle Interactions Working Group

Author: Sung, Y.J. (Yun Ju), Winkler, T.W. (Thomas W.), Manning, A.K. (Alisa), Aschard, H. (Hugues), Gudnason, V. (Vilmundur), Harris, T.B. (Tamara), Smith, A.V. (Albert Vernon), Boerwinkle, E.A. (Eric), Brown, M.R., Morrison, A.C. (Alanna), Fornage, M. (Myriam), Lin, L.-A. (Li-An), Richard, M. (Melissa), Bartz, T.M. (Traci M.), Psaty, B.M. (Bruce), Hayward, C. (Caroline), Polasek, O. (Ozren), Marten, J. (Jonathan), Rudan, I. (Igor), Feitosa, M.F. (Mary Furlan), Kraja, A. (Aldi), Province, M.A. (Mike), Deng, X. (Xuan), Fisher, V.A. (Virginia A.), Zhou, Y. (Yanhua), Bielak, L.F. (Lawrence F.), Smith, J.A. (Jennifer A), Huffman, J.E. (Jennifer), Padmanabhan, S. (Sandosh), Smith, B.H. (Blair), Ding, J. (Jingzhong), Liu, Y. (YongMei), Lohman, K. (Kurt), Bouchard, C. (Claude), Rankinen, T. (Tuomo), Rice, T.K. (Treva K.), Arnett, D.K. (Donna), Schwander, K., Guo, X. (Xiuqing), Palmas, W. (Walter), Rotter, J.I. (Jerome I.), Alfred, T. (Tamuno), Bottinger, E.P. (Erwin), Loos, R.J.F. (Ruth), Amin, N. (Najaf), Franco, O.H. (Oscar), Duijn, C.M. (Cornelia) van, Vojinović, D. (Dina), Chasman, D.I. (Daniel), Ridker, P.M. (Paul), Rose, L.M. (Lynda), Kardia, S.L.R. (Sharon), Zhu, X. (Xiaofeng), Rice, K.M. (Kenneth), Borecki, I.B. (Ingrid), Rao, D.C. (Dabeeru C.), Gauderman, W.J. (W. James), Cupples, L.A. (Adrienne), Sung, Y.J. (Yun Ju), Winkler, T.W. (Thomas W.), Manning, A.K. (Alisa), Aschard, H. (Hugues), Gudnason, V. (Vilmundur), Harris, T.B. (Tamara), Smith, A.V. (Albert Vernon), Boerwinkle, E.A. (Eric), Brown, M.R., Morrison, A.C. (Alanna), Fornage, M. (Myriam), Lin, L.-A. (Li-An), Richard, M. (Melissa), Bartz, T.M. (Traci M.), Psaty, B.M. (Bruce), Hayward, C. (Caroline), Polasek, O. (Ozren), Marten, J. (Jonathan), Rudan, I. (Igor), Feitosa, M.F. (Mary Furlan), Kraja, A. (Aldi), Province, M.A. (Mike), Deng, X. (Xuan), Fisher, V.A. (Virginia A.), Zhou, Y. (Yanhua), Bielak, L.F. (Lawrence F.), Smith, J.A. (Jennifer A), Huffman, J.E. (Jennifer), Padmanabhan, S. (Sandosh), Smith, B.H. (Blair), Ding, J. (Jingzhong), Liu, Y. (YongMei), Lohman, K. (Kurt), Bouchard, C. (Claude), Rankinen, T. (Tuomo), Rice, T.K. (Treva K.), Arnett, D.K. (Donna), Schwander, K., Guo, X. (Xiuqing), Palmas, W. (Walter), Rotter, J.I. (Jerome I.), Alfred, T. (Tamuno), Bottinger, E.P. (Erwin), Loos, R.J.F. (Ruth), Amin, N. (Najaf), Franco, O.H. (Oscar), Duijn, C.M. (Cornelia) van, Vojinović, D. (Dina), Chasman, D.I. (Daniel), Ridker, P.M. (Paul), Rose, L.M. (Lynda), Kardia, S.L.R. (Sharon), Zhu, X. (Xiaofeng), Rice, K.M. (Kenneth), Borecki, I.B. (Ingrid), Rao, D.C. (Dabeeru C.), Gauderman, W.J. (W. James), and Cupples, L.A. (Adrienne)
Abstract: Studying gene-environment (G × E) interactions is important, as they extend our knowledge of the genetic architecture of complex traits and may help to identify novel variants not detected via analysis of main effects alone. The main statistical framework for studying G × E interactions uses a single regression model that includes both the genetic main and G × E interaction effects (the “joint” framework). The alternative “stratified” framework combines results from genetic main-effect analyses carried out separately within the exposed and unexposed groups. Although there have been several investigations using theory and simulation, an empirical comparison of the two frameworks is lacking. Here, we compare the two frameworks using results from genome-wide association studies of systolic blood pressure for 3.2 million low frequency and 6.5 million common variants across 20 cohorts of European ancestry, comprising 79,731 individuals. Our cohorts have sample sizes ranging from 456 to 22,983 and include both family-based and population-based samples. In cohort-specific analyses, the two frameworks provided similar inference for population-based cohorts. The agreement was reduced for family-based cohorts. In meta-analyses, agreement between the two frameworks was less than that observed in cohort-specific analyses, despite the increased sample size. In meta-analyses, agreement depended on (1) the minor allele frequency, (2) inclusion of family-based cohorts in meta-analysis, and (3) filtering scheme. The stratified framework appears to approximate the joint framework well only for common variants in population-based cohorts. We conclude that the joint framework is the preferred approach and should be used to control false positives when dealing with low-frequency variants and/or family-based cohorts.
Published: 2016
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46. Meta-analysis identifies common and rare variants influencing blood pressure and overlapping with metabolic trait loci

Author: Liu, C. (Chunyu), Kraja, A. (Aldi), Smith, J.A. (Jennifer A), Brody, J.A. (Jennifer A.), Franceschini, N. (Nora), Bis, J.C. (Joshua), Rice, K.M. (Kenneth), Morrison, A.C. (Alanna), Lu, Y. (Yingchang), Weiss, S. (Stefan), Guo, X. (Xiuqing), Palmas, W. (Walter), Martin, L.W. (Lisa), Chen, Y.D. (Y.), Surendran, P. (Praveen), Drenos, F. (Fotios), Cook, J.P. (James P.), Auer, P. (Paul), Chu, A.Y. (Audrey), Giri, A. (Ayush), Zhao, W. (Wei), Jakobsdottir, M. (Margret), Lin, L.-A. (Li-An), Stafford, J.M. (Jeanette M.), Amin, N. (Najaf), Mei, H. (Hao), Yao, J. (Jiefen), Voorman, J.M. (Jeanine), Larson, M.G. (Martin), Grove, M.L. (Megan), Smith, A.V. (Albert Vernon), Hwang, S.J., Chen, H. (Han), Huan, T. (Tianxiao), Kosova, G. (Gulum), Stitziel, N.O. (Nathan), Kathiresan, S. (Sekar), Samani, N.J. (Nilesh), Schunkert, H. (Heribert), Deloukas, P. (Panagiotis), Li, M. (Man), Fuchsberger, C. (Christian), Pattaro, C. (Cristian), Gorski, M. (Mathias), Kooperberg, C. (Charles), Papanicolaou, G. (George), Rossouw, J.E. (Jacques E.), Faul, J.D. (Jessica D.), Kardia, S.L.R. (Sharon), Bouchard, C. (Claude), Raffel, L.J. (Leslie), Uitterlinden, A.G. (André G.), Franco, O.H. (Oscar), Vasan, R. (Ramachandran), O'Donnell, C.J. (Christopher), Taylor, K.D. (Kent), Liu, K.Y., Bottinger, E.P. (Erwin), Gottesman, R.F. (Rebecca), Daw, E.W. (E. Warwick), Giulianini, F. (Franco), Ganesh, S.K. (Santhi), Salfati, E. (Elias), Harris, T.B. (Tamara), Launer, L.J. (Lenore J.), Dörr, M. (Marcus), Felix, S.B. (Stephan), Rettig, R. (Rainer), Völzke, H. (Henry), Kim, E. (Eric), Lee, W.-J. (Wen-Jane), Lee, I.T., Sheu, W.H.-H. (Wayne H.-H.), Tsosie, K.S. (Krystal S.), Edwards, D.R.V. (Digna R. Velez), Liu, Y. (YongMei), Correa, A. (Adolfo), Weir, D.R. (David), Völker, U. (Uwe), Ridker, P.M. (Paul), Boerwinkle, E.A. (Eric), Gudnason, V. (Vilmundur), Reiner, A. (Alexander), Van Duijn, C.M. (Cornelia M.), Borecki, I.B. (Ingrid), Edwards, T.L. (Todd L.), Chakravarti, A. (Aravinda), Rotter, J.I. (Jerome I.), Psaty, B.M. (Bruce), Loos, R.J.F. (Ruth), Fornage, M. (Myriam), Ehret, G.B. (Georg), Newton-Cheh, C. (Christopher), Levy, D. (Daniel), Chasman, D.I. (Daniel), Liu, C. (Chunyu), Kraja, A. (Aldi), Smith, J.A. (Jennifer A), Brody, J.A. (Jennifer A.), Franceschini, N. (Nora), Bis, J.C. (Joshua), Rice, K.M. (Kenneth), Morrison, A.C. (Alanna), Lu, Y. (Yingchang), Weiss, S. (Stefan), Guo, X. (Xiuqing), Palmas, W. (Walter), Martin, L.W. (Lisa), Chen, Y.D. (Y.), Surendran, P. (Praveen), Drenos, F. (Fotios), Cook, J.P. (James P.), Auer, P. (Paul), Chu, A.Y. (Audrey), Giri, A. (Ayush), Zhao, W. (Wei), Jakobsdottir, M. (Margret), Lin, L.-A. (Li-An), Stafford, J.M. (Jeanette M.), Amin, N. (Najaf), Mei, H. (Hao), Yao, J. (Jiefen), Voorman, J.M. (Jeanine), Larson, M.G. (Martin), Grove, M.L. (Megan), Smith, A.V. (Albert Vernon), Hwang, S.J., Chen, H. (Han), Huan, T. (Tianxiao), Kosova, G. (Gulum), Stitziel, N.O. (Nathan), Kathiresan, S. (Sekar), Samani, N.J. (Nilesh), Schunkert, H. (Heribert), Deloukas, P. (Panagiotis), Li, M. (Man), Fuchsberger, C. (Christian), Pattaro, C. (Cristian), Gorski, M. (Mathias), Kooperberg, C. (Charles), Papanicolaou, G. (George), Rossouw, J.E. (Jacques E.), Faul, J.D. (Jessica D.), Kardia, S.L.R. (Sharon), Bouchard, C. (Claude), Raffel, L.J. (Leslie), Uitterlinden, A.G. (André G.), Franco, O.H. (Oscar), Vasan, R. (Ramachandran), O'Donnell, C.J. (Christopher), Taylor, K.D. (Kent), Liu, K.Y., Bottinger, E.P. (Erwin), Gottesman, R.F. (Rebecca), Daw, E.W. (E. Warwick), Giulianini, F. (Franco), Ganesh, S.K. (Santhi), Salfati, E. (Elias), Harris, T.B. (Tamara), Launer, L.J. (Lenore J.), Dörr, M. (Marcus), Felix, S.B. (Stephan), Rettig, R. (Rainer), Völzke, H. (Henry), Kim, E. (Eric), Lee, W.-J. (Wen-Jane), Lee, I.T., Sheu, W.H.-H. (Wayne H.-H.), Tsosie, K.S. (Krystal S.), Edwards, D.R.V. (Digna R. Velez), Liu, Y. (YongMei), Correa, A. (Adolfo), Weir, D.R. (David), Völker, U. (Uwe), Ridker, P.M. (Paul), Boerwinkle, E.A. (Eric), Gudnason, V. (Vilmundur), Reiner, A. (Alexander), Van Duijn, C.M. (Cornelia M.), Borecki, I.B. (Ingrid), Edwards, T.L. (Todd L.), Chakravarti, A. (Aravinda), Rotter, J.I. (Jerome I.), Psaty, B.M. (Bruce), Loos, R.J.F. (Ruth), Fornage, M. (Myriam), Ehret, G.B. (Georg), Newton-Cheh, C. (Christopher), Levy, D. (Daniel), and Chasman, D.I. (Daniel)
Abstract: Meta-analyses of association results for blood pressure using exome-centric single-variant and gene-based tests identified 31 new loci in a discovery stage among 146,562 individuals, with follow-up and meta-analysis in 180,726 additional individuals (total n = 327,288). These blood pressure-associated loci are enriched for known variants for cardiometabolic traits. Associations were also observed for the aggregation of rare and low-frequency missense variants in three genes, NPR1, DBH, and PTPMT1. In addition, blood pressure associations at 39 previously reported loci were confirmed. The identified variants implicate biological pathways related to cardiometabolic traits, vascular function, and development. Several new variants are inferred to have roles in transcription or as hubs in protein-protein interaction networks. Genetic risk scores constructed from the identified variants were strongly associated with coronary disease and myocardial infarction. This large collection of blood pressure-associated loci suggests new therapeutic strategies for hypertension, emphasizing a link with cardiometabolic risk.
Published: 2016
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47. Platelet-Related Variants Identified by Exomechip Meta-analysis in 157,293 Individuals

Author: Eicher, J.D. (John D.), Chami, N. (Nathalie), Kacprowski, T. (Tim), Nomura, A. (Akihiro), Chen, M.-H. (Ming-Huei), Yanek, L.R. (Lisa), Tajuddin, S.M. (Salman M.), Schick, U.M. (Ursula), Slater, A.J. (Andrew J.), Pankratz, V.S. (Shane), Polfus, L. (Linda), Schurmann, C. (Claudia), Giri, A. (Ayush), Brody, J.A. (Jennifer A.), Lange, L.A. (Leslie), Manichaikul, A. (Ani), Hill, W.D. (W. David), Pazoki, R. (Raha), Elliot, P. (Paul), Evangelou, E. (Evangelos), Tzoulaki, I., Gao, H. (He), Vergnaud, A.-C. (Anne-Claire), Mathias, J. (Jasmine), Becker, D.M. (Diane), Becker, L.C. (Lewis), Burt, A.D. (Alastair), Crosslin, D.R. (David), Lyytikäinen, L.-P. (Leo-Pekka), Nikus, K. (Kjell), Hernesniemi, J. (Jussi), Kähönen, M. (Mika), Raitoharju, E. (Emma), Mononen, K. (Kari), Raitakari, O.T. (Olli T.), Lehtimäki, T. (Terho), Cushman, M. (Mary Ann), Zakai, N.A. (Neil), Nickerson, D.A. (Deborah), Raffield, L.M. (Laura M.), Quarells, R. (Rakale), Willer, C.J. (Cristen), Peloso, G.M. (Gina), Abecasis, G.R. (Gonçalo), Liu, D. (Dajiang), Deloukas, P. (Panagiotis), Samani, N.J. (Nilesh), Schunkert, H. (Heribert), Erdmann, J. (Jeanette), Fornage, M. (Myriam), Richard, M. (Melissa), Tardif, J.-C. (Jean-Claude), Rioux, J.D. (John D.), Dube, M.-P. (Marie-Pierre), de Denus, S. (Simon), Lu, Y. (Yingchang), Bottinger, E.P. (Erwin), Loos, R.J.F. (Ruth), Smith, A.V. (Albert Vernon), Harris, T.B. (Tamara), Launer, L.J. (Lenore J.), Gudnason, V. (Vilmundur), Velez Edwards, D.R. (Digna R.), Torstenson, E.S. (Eric S.), Liu, Y. (YongMei), Tracy, R.P. (Russell), Rotter, J.I. (Jerome I.), Rich, S.S. (Stephen), Highland, H. (Heather), Boerwinkle, E.A. (Eric), Li, J. (Jin), Lange, E.M. (Ethan), Wilson, J.F. (James), Mihailov, E. (Evelin), Mägi, R. (Reedik), Hirschhorn, J.N. (Joel), Metspalu, A. (Andres), Esko, T. (Tõnu), Vacchi-Suzzi, C. (Caterina), Nalls, M.A. (Michael), Zonderman, A.B., Evans, M.K. (Michele), Engström, G., Orho-Melander, M. (Marju), Melander, O. (Olle), O'Donoghue, M.L. (Michelle L.), Waterworth, D. (Dawn), Wallentin, L.C. (Lars), White, H.D. (Harvey D.), Floyd, J. (James), Bartz, T.M. (Traci M.), Rice, K.M. (Kenneth), Psaty, B.M. (Bruce), Starr, J.M. (John), Liewald, D.C.M. (David), Hayward, C. (Caroline), Deary, I.J. (Ian), Greinacher, A. (Andreas), Völker, U. (Uwe), Thiele, T. (Thomas), Völzke, H. (Henry), Rooij, F.J.A. (Frank) van, Uitterlinden, A.G. (André), Franco, O.H. (Oscar), Dehghan, A. (Abbas), Edwards, T.L. (Todd L.), Ganesh, S.K. (Santhi), Kathiresan, S. (Sekar), Faraday, N. (Nauder), Auer, P. (Paul), Reiner, A. (Alexander), Lettre, G. (Guillaume), Johnson, A.D. (Andrew), Eicher, J.D. (John D.), Chami, N. (Nathalie), Kacprowski, T. (Tim), Nomura, A. (Akihiro), Chen, M.-H. (Ming-Huei), Yanek, L.R. (Lisa), Tajuddin, S.M. (Salman M.), Schick, U.M. (Ursula), Slater, A.J. (Andrew J.), Pankratz, V.S. (Shane), Polfus, L. (Linda), Schurmann, C. (Claudia), Giri, A. (Ayush), Brody, J.A. (Jennifer A.), Lange, L.A. (Leslie), Manichaikul, A. (Ani), Hill, W.D. (W. David), Pazoki, R. (Raha), Elliot, P. (Paul), Evangelou, E. (Evangelos), Tzoulaki, I., Gao, H. (He), Vergnaud, A.-C. (Anne-Claire), Mathias, J. (Jasmine), Becker, D.M. (Diane), Becker, L.C. (Lewis), Burt, A.D. (Alastair), Crosslin, D.R. (David), Lyytikäinen, L.-P. (Leo-Pekka), Nikus, K. (Kjell), Hernesniemi, J. (Jussi), Kähönen, M. (Mika), Raitoharju, E. (Emma), Mononen, K. (Kari), Raitakari, O.T. (Olli T.), Lehtimäki, T. (Terho), Cushman, M. (Mary Ann), Zakai, N.A. (Neil), Nickerson, D.A. (Deborah), Raffield, L.M. (Laura M.), Quarells, R. (Rakale), Willer, C.J. (Cristen), Peloso, G.M. (Gina), Abecasis, G.R. (Gonçalo), Liu, D. (Dajiang), Deloukas, P. (Panagiotis), Samani, N.J. (Nilesh), Schunkert, H. (Heribert), Erdmann, J. (Jeanette), Fornage, M. (Myriam), Richard, M. (Melissa), Tardif, J.-C. (Jean-Claude), Rioux, J.D. (John D.), Dube, M.-P. (Marie-Pierre), de Denus, S. (Simon), Lu, Y. (Yingchang), Bottinger, E.P. (Erwin), Loos, R.J.F. (Ruth), Smith, A.V. (Albert Vernon), Harris, T.B. (Tamara), Launer, L.J. (Lenore J.), Gudnason, V. (Vilmundur), Velez Edwards, D.R. (Digna R.), Torstenson, E.S. (Eric S.), Liu, Y. (YongMei), Tracy, R.P. (Russell), Rotter, J.I. (Jerome I.), Rich, S.S. (Stephen), Highland, H. (Heather), Boerwinkle, E.A. (Eric), Li, J. (Jin), Lange, E.M. (Ethan), Wilson, J.F. (James), Mihailov, E. (Evelin), Mägi, R. (Reedik), Hirschhorn, J.N. (Joel), Metspalu, A. (Andres), Esko, T. (Tõnu), Vacchi-Suzzi, C. (Caterina), Nalls, M.A. (Michael), Zonderman, A.B., Evans, M.K. (Michele), Engström, G., Orho-Melander, M. (Marju), Melander, O. (Olle), O'Donoghue, M.L. (Michelle L.), Waterworth, D. (Dawn), Wallentin, L.C. (Lars), White, H.D. (Harvey D.), Floyd, J. (James), Bartz, T.M. (Traci M.), Rice, K.M. (Kenneth), Psaty, B.M. (Bruce), Starr, J.M. (John), Liewald, D.C.M. (David), Hayward, C. (Caroline), Deary, I.J. (Ian), Greinacher, A. (Andreas), Völker, U. (Uwe), Thiele, T. (Thomas), Völzke, H. (Henry), Rooij, F.J.A. (Frank) van, Uitterlinden, A.G. (André), Franco, O.H. (Oscar), Dehghan, A. (Abbas), Edwards, T.L. (Todd L.), Ganesh, S.K. (Santhi), Kathiresan, S. (Sekar), Faraday, N. (Nauder), Auer, P. (Paul), Reiner, A. (Alexander), Lettre, G. (Guillaume), and Johnson, A.D. (Andrew)
Abstract: Platelet production, maintenance, and clearance are tightly controlled processes indicative of platelets’ important roles in hemostasis and thrombosis. Platelets are common targets for primary and secondary prevention of several conditions. They are monitored clinically by complete blood counts, specifically with measurements of platelet count (PLT) and mean platelet volume (MPV). Identifying genetic effects on PLT and MPV can provide mechanistic insights into platelet biology and their role in disease. Therefore, we formed the Blood Cell Consortium (BCX) to perform a large-scale meta-analysis of Exomechip association results for PLT and MPV in 157,293 and 57,617 individuals, respectively. Using the low-frequency/rare coding variant-enriched Exomechip genotyping array, we sought to identify genetic variants associated with PLT and MPV. In addition to confirming 47 known PLT and 20 known MPV associations, we identified 32 PLT and 18 MPV associations not previously observed in the literature across the allele frequency spectrum, including rare large effect (FCER1A), low-frequency (IQGAP2, MAP1A, LY75), and common (ZMIZ2, SMG6, PEAR1, ARFGAP3/PACSIN2) variants. Several variants associated with PLT/MPV (PEAR1, MRVI1, PTGES3) were also associated with platelet reactivity. In concurrent BCX analyses, there was overlap of platelet-associated variants with red (MAP1A, TMPRSS6, ZMIZ2) and white (PEAR1, ZMIZ2, LY75) blood cell traits, suggesting common regulatory pathways with shared genetic architecture among these hematopoietic lineages. Our large-scale Exomechip analyses identified previously undocumented associations with platelet traits and further indicate that several complex quantitative hematological, lipid, and cardiovascular traits share genetic factors.
Published: 2016
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48. A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape

Author: Ried, J.S. (Janina), Jeff, J. (Janina), Chu, A.Y. (Audrey Y), Bragg-Gresham, J.L. (Jennifer L.), Dongen, J. (Jenny) van, Huffman, J.E. (Jennifer), Ahluwalia, T.S. (Tarunveer Singh), Cadby, G. (Gemma), Eklund, N. (Niina), Eriksson, J. (Joel), Esko, T. (Tõnu), Feitosa, M.F. (Mary Furlan), Goel, A. (Anuj), Gorski, M. (Mathias), Hayward, C. (Caroline), Heard-Costa, N.L. (Nancy), Jackson, A.U. (Anne), Jokinen, E. (Eero), Kanoni, S. (Stavroula), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lahti, J. (Jari), Luan, J. (Jian'An), Mägi, R. (Reedik), Mahajan, A. (Anubha), Mangino, M. (Massimo), Medina-Gomez, M.C. (Carolina), Monda, K.L. (Keri), Nolte, I.M. (Ilja), Perusse, L. (Louis), Prokopenko, I. (Inga), Qi, L. (Lu), Rose, L.M. (Lynda), Salvi, E. (Erika), Smith, M.T. (Megan T.), Snieder, H. (Harold), Standáková, A. (Alena), Ju Sung, Y. (Yun), Tachmazidou, I. (Ioanna), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), Harst, P. (Pim) van der, Walker, R.W. (Ryan W.), Wang, S.R. (Sophie), Wild, S.H. (Sarah), Willems, S.M. (Sara), Wong, A. (Andrew), Zhang, W. (Weihua), Albrecht, E. (Eva), Couto-Alves, A. (Alexessander), Bakker, S.J.L. (Stephan), Barlassina, C. (Cristina), Bartz, T.M. (Traci M.), Beilby, J.P. (John), Bellis, C. (Claire), Bergman, R.N. (Richard N.), Bergmann, S.M. (Sven), Blangero, J. (John), Blüher, M. (Matthias), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Bornstein, S.R. (Stefan R.), Bruinenberg, M. (M.), Campbell, H. (Harry), Chen, Y.-D.I. (Yii-Der Ida), Chiang, C.W.K. (Charleston W. K.), Chines, P.S. (Peter), Collins, F.S. (Francis), Cucca, F. (Fracensco), Cupples, L.A. (Adrienne), D'avila, F. (Francesca), Geus, E.J.C. (Eco) de, Dedoussis, G.V. (George), Dimitriou, M. (Maria), Döring, A. (Angela), Hagen, K. (Knut), Farmaki, A.-E. (Aliki-Eleni), Farrall, M. (Martin), Ferreira, T. (Teresa), Fischer, K. (Krista), Forouhi, N.G. (Nita), Friedrich, N. (Nele), Gjesing, A.P. (Anette), Glorioso, N. (Nicola), Graff, M.J. (Maud J.L.), Grallert, H. (Harald), Grarup, N. (Niels), Gräßler, J. (Jürgen), Grewal, J. (Jagvir), Hamsten, A. (Anders), Harder, M.N. (Marie Neergaard), Hartman, C.A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nick), Hattersley, A.T. (Andrew), Havulinna, A.S. (Aki), Heliovaara, M. (Markku), Hillege, H.L. (Hans), Hofman, A. (Albert), Holmen, O.L. (Oddgeir), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Hui, J. (Jennie), Husemoen, L.L.N. (Lise Lotte), Hysi, P.G. (Pirro), Isaacs, A.J. (Aaron), Ittermann, T. (Till), Jalilzadeh, S. (Shapour), James, A. (Alan), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jula, A. (Antti), Marie Justesen, J. (Johanne), Justice, A.E. (Anne), Kähönen, M. (Mika), Karaleftheri, M. (Maria), Tee Khaw, K. (Kay), Keinanen-Kiukaanniemi, S. (Sirkka), Kinnunen, L. (Leena), Knekt, P., Koistinen, H. (Heikki), Kolcic, I. (Ivana), Kooner, I.K. (Ishminder K.), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyriakou, T. (Theodosios), Laitinen, T. (Tomi), Langenberg, C. (Claudia), Lewin, A. (Alex), Lichtner, P. (Peter), Lindgren, C.M. (Cecilia), Lindström, J. (Jaana), Linneberg, A. (Allan), Lorbeer, R. (Roberto), Lorentzon, M. (Mattias), Luben, R.N. (Robert), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Manunta, P. (Paolo), Leach, I.M. (Irene Mateo), McArdle, W.L. (Wendy), Mcknight, B. (Barbara), Mohlke, K.L. (Karen), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Montasser, M.E. (May E.), Morris, A.P. (Andrew), Müller, G. (Gabriele), Musk, A.W. (Arthur W.), Narisu, N. (Narisu), Ong, K.K. (Ken K.), Oostra, B.A. (Ben), Osmond, C. (Clive), Palotie, A. (Aarno), Pankow, J.S. (James), Paternoster, L. (Lavinia), Penninx, B.W.J.H. (Brenda), Pichler, I. (Irene), Pilia, M.G. (Maria Grazia), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rao, D.C., Rayner, N.W. (Nigel William), Ribel-Madsen, R. (Rasmus), Rice, T.K. (Treva K.), Richards, M. (Marcus), Ridker, P.M. (Paul), Rivadeneira Ramirez, F. (Fernando), Ryan, K.A. (Kathy A.), Sanna, S. (Serena), Sarzynski, M.A. (Mark A.), Scholtens, S. (Salome), Scott, R.A. (Robert), Sebert, S. (Sylvain), Southam, L. (Lorraine), Sparsø, T. (Thomas), Steinthorsdottir, V. (Valgerdur), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Strauch, K. (Konstantin), Stringham, H.M. (Heather), Swertz, M. (Morris), Swift, A.J. (Amy), Tönjes, A. (Anke), Tsafantakis, E. (Emmanouil), Most, P.J. (Peter) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vandenput, L. (Liesbeth), Vartiainen, E. (Erkki), Venturini, C. (Cristina), Verweij, N. (Niek), Viikari, J. (Jorma), Vitart, V. (Veronique), Vohl, M.-C. (Marie-Claude), Vonk, J.M. (Judith), Waeber, G. (Gérard), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wilsgaard, T. (Tom), Winkler, T.W. (Thomas W.), Wright, A.F. (Alan), Yerges-Armstrong, L.M. (Laura), Zhao, J.H. (Jing Hua), Zillikens, M.C. (Carola), Boomsma, D.I. (Dorret), Bouchard, C. (Claude), Chambers, J.C. (John), Chasman, D.I. (Daniel), Cusi, D. (Daniele), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Hansen, T. (T.), Hicks, A.A. (Andrew), Hu, F. (Frank), Hveem, K. (Kristian), Jarvelin, M.-R. (Marjo-Riitta), Kajantie, E. (Eero), Kooner, J.S. (Jaspal S.), Kuh, D. (Diana), Kuusisto, J. (Johanna), Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), Metspalu, A. (Andres), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Palmer, L.J. (Lyle J.), Pedersen, O. (Oluf), Perola, M. (Markus), Peters, A. (Annette), Psaty, B.M. (Bruce), Puolijoki, H. (Hannu), Rauramaa, R. (Rainer), Rudan, I. (Igor), Salomaa, V. (Veikko), Schwarz, P.E.H. (Peter), Shudiner, A.R. (Alan R.), Smit, J.H. (Jan), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Stumvoll, M. (Michael), Tremblay, A. (Angelo), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Völker, U. (Uwe), Vollenweider, P. (Peter), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wilson, J.F. (James), Zeggini, E. (Eleftheria), Abecasis, G.R. (Gonçalo), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Duijn, C.M. (Cornelia) van, Fox, C.S. (Caroline), Groop, L. (Leif), Heid, I.M. (Iris), Hunter, D.J. (David J.), Kaplan, R.C. (Robert), McCarthy, M.I. (Mark), North, K.E. (Kari), O´Connell, J.R., Schlessinger, D. (David), Thorsteinsdottir, U. (Unnur), Strachan, D.P. (David), Frayling, T.M. (Timothy), Hirschhorn, J.N. (Joel), Müller-Nurasyid, M. (Martina), Loos, R.J.F. (Ruth), Ried, J.S. (Janina), Jeff, J. (Janina), Chu, A.Y. (Audrey Y), Bragg-Gresham, J.L. (Jennifer L.), Dongen, J. (Jenny) van, Huffman, J.E. (Jennifer), Ahluwalia, T.S. (Tarunveer Singh), Cadby, G. (Gemma), Eklund, N. (Niina), Eriksson, J. (Joel), Esko, T. (Tõnu), Feitosa, M.F. (Mary Furlan), Goel, A. (Anuj), Gorski, M. (Mathias), Hayward, C. (Caroline), Heard-Costa, N.L. (Nancy), Jackson, A.U. (Anne), Jokinen, E. (Eero), Kanoni, S. (Stavroula), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lahti, J. (Jari), Luan, J. (Jian'An), Mägi, R. (Reedik), Mahajan, A. (Anubha), Mangino, M. (Massimo), Medina-Gomez, M.C. (Carolina), Monda, K.L. (Keri), Nolte, I.M. (Ilja), Perusse, L. (Louis), Prokopenko, I. (Inga), Qi, L. (Lu), Rose, L.M. (Lynda), Salvi, E. (Erika), Smith, M.T. (Megan T.), Snieder, H. (Harold), Standáková, A. (Alena), Ju Sung, Y. (Yun), Tachmazidou, I. (Ioanna), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), Harst, P. (Pim) van der, Walker, R.W. (Ryan W.), Wang, S.R. (Sophie), Wild, S.H. (Sarah), Willems, S.M. (Sara), Wong, A. (Andrew), Zhang, W. (Weihua), Albrecht, E. (Eva), Couto-Alves, A. (Alexessander), Bakker, S.J.L. (Stephan), Barlassina, C. (Cristina), Bartz, T.M. (Traci M.), Beilby, J.P. (John), Bellis, C. (Claire), Bergman, R.N. (Richard N.), Bergmann, S.M. (Sven), Blangero, J. (John), Blüher, M. (Matthias), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Bornstein, S.R. 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(Jennie), Husemoen, L.L.N. (Lise Lotte), Hysi, P.G. (Pirro), Isaacs, A.J. (Aaron), Ittermann, T. (Till), Jalilzadeh, S. (Shapour), James, A. (Alan), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jula, A. (Antti), Marie Justesen, J. (Johanne), Justice, A.E. (Anne), Kähönen, M. (Mika), Karaleftheri, M. (Maria), Tee Khaw, K. (Kay), Keinanen-Kiukaanniemi, S. (Sirkka), Kinnunen, L. (Leena), Knekt, P., Koistinen, H. (Heikki), Kolcic, I. (Ivana), Kooner, I.K. (Ishminder K.), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyriakou, T. (Theodosios), Laitinen, T. (Tomi), Langenberg, C. (Claudia), Lewin, A. (Alex), Lichtner, P. (Peter), Lindgren, C.M. (Cecilia), Lindström, J. (Jaana), Linneberg, A. (Allan), Lorbeer, R. (Roberto), Lorentzon, M. (Mattias), Luben, R.N. (Robert), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Manunta, P. (Paolo), Leach, I.M. (Irene Mateo), McArdle, W.L. (Wendy), Mcknight, B. (Barbara), Mohlke, K.L. (Karen), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Montasser, M.E. (May E.), Morris, A.P. (Andrew), Müller, G. (Gabriele), Musk, A.W. (Arthur W.), Narisu, N. (Narisu), Ong, K.K. (Ken K.), Oostra, B.A. (Ben), Osmond, C. (Clive), Palotie, A. (Aarno), Pankow, J.S. (James), Paternoster, L. (Lavinia), Penninx, B.W.J.H. (Brenda), Pichler, I. (Irene), Pilia, M.G. (Maria Grazia), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rao, D.C., Rayner, N.W. (Nigel William), Ribel-Madsen, R. (Rasmus), Rice, T.K. (Treva K.), Richards, M. (Marcus), Ridker, P.M. (Paul), Rivadeneira Ramirez, F. (Fernando), Ryan, K.A. (Kathy A.), Sanna, S. (Serena), Sarzynski, M.A. (Mark A.), Scholtens, S. (Salome), Scott, R.A. (Robert), Sebert, S. (Sylvain), Southam, L. (Lorraine), Sparsø, T. (Thomas), Steinthorsdottir, V. (Valgerdur), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Strauch, K. (Konstantin), Stringham, H.M. (Heather), Swertz, M. (Morris), Swift, A.J. (Amy), Tönjes, A. (Anke), Tsafantakis, E. (Emmanouil), Most, P.J. (Peter) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vandenput, L. (Liesbeth), Vartiainen, E. (Erkki), Venturini, C. (Cristina), Verweij, N. (Niek), Viikari, J. (Jorma), Vitart, V. (Veronique), Vohl, M.-C. (Marie-Claude), Vonk, J.M. (Judith), Waeber, G. (Gérard), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wilsgaard, T. (Tom), Winkler, T.W. (Thomas W.), Wright, A.F. (Alan), Yerges-Armstrong, L.M. (Laura), Zhao, J.H. (Jing Hua), Zillikens, M.C. (Carola), Boomsma, D.I. (Dorret), Bouchard, C. (Claude), Chambers, J.C. (John), Chasman, D.I. (Daniel), Cusi, D. (Daniele), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Hansen, T. (T.), Hicks, A.A. (Andrew), Hu, F. (Frank), Hveem, K. (Kristian), Jarvelin, M.-R. (Marjo-Riitta), Kajantie, E. (Eero), Kooner, J.S. (Jaspal S.), Kuh, D. (Diana), Kuusisto, J. (Johanna), Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), Metspalu, A. (Andres), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Palmer, L.J. (Lyle J.), Pedersen, O. (Oluf), Perola, M. (Markus), Peters, A. (Annette), Psaty, B.M. (Bruce), Puolijoki, H. (Hannu), Rauramaa, R. (Rainer), Rudan, I. (Igor), Salomaa, V. (Veikko), Schwarz, P.E.H. (Peter), Shudiner, A.R. (Alan R.), Smit, J.H. (Jan), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Stumvoll, M. (Michael), Tremblay, A. (Angelo), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Völker, U. (Uwe), Vollenweider, P. (Peter), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wilson, J.F. (James), Zeggini, E. (Eleftheria), Abecasis, G.R. (Gonçalo), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Duijn, C.M. (Cornelia) van, Fox, C.S. (Caroline), Groop, L. (Leif), Heid, I.M. (Iris), Hunter, D.J. (David J.), Kaplan, R.C. (Robert), McCarthy, M.I. (Mark), North, K.E. (Kari), O´Connell, J.R., Schlessinger, D. (David), Thorsteinsdottir, U. (Unnur), Strachan, D.P. (David), Frayling, T.M. (Timothy), Hirschhorn, J.N. (Joel), Müller-Nurasyid, M. (Martina), and Loos, R.J.F. (Ruth)
Abstract: Large consortia have revealed hundreds of genetic loci associated with anthropometric traits, one trait at a time. We examined whether genetic variants affect body shape as a composite phenotype that is represented by a combination of anthropometric traits. We developed an approach that calculates averaged PCs (AvPCs) representing body shape derived from six anthropometric traits (body mass index, height, weight, waist and hip circumference, waist-to-hip ratio). The first four AvPCs explain >99% of the variability, are heritable, and associate with cardiometabolic outcomes. We performed genome-wide association analyses for each body shape composite phenotype across 65 studies and meta-analysed summary statistics. We identify six novel loci: LEMD2 and CD47 for AvPC1, RPS6KA5/C14orf159 and GANAB for AvPC3, and ARL15 and ANP32 for AvPC4. Our findings highlight the value of using multiple traits to define complex phenotypes for discovery, which are not captured by single-trait analyses, and may shed light onto new pathways.
Published: 2016
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49. Genetic associations at 53 loci highlight cell types and biological pathways relevant for kidney function

Author: UCL - SSS/IREC/NEFR - Pôle de Néphrologie, UCL - (SLuc) Service de néphrologie, Pattaro, C., Teumer, A., Gorski, M., Chu, A.Y., Li, M., Mijatovic, V., Garnaas, M., Tin, A., Sorice, R., Li, Y., Taliun, D., Olden, M., Foster, M., Yang, Q., Chen, M.-H., Pers, T.H., Johnson, A.D., Ko, Y.-A., Fuchsberger, C., Tayo, B., Nalls, M., Feitosa, M.F., Isaacs, A., Dehghan, A., D'Adamo, P., Adeyemo, A., Dieffenbach, A.K., Zonderman, A.B., Nolte, I.M., Van Der Most, P.J., Wright, A.F., Shuldiner, A.R., Morrison, A.C., Hofman, A., Smith, A.V., Dreisbach, A.W., Franke, A., Uitterlinden, A.G., Metspalu, A., Tonjes, A., Lupo, A., Robino, A., Johansson, Å., Demirkan, A., Kollerits, B., Freedman, B.I., Ponte, B., Oostra, B.A., Paulweber, B., Krämer, B.K., Mitchell, B.D., Buckley, B.M., Peralta, C.A., Hayward, C., Helmer, C., Rotimi, C.N., Shaffer, C.M., Müller, C., Sala, C., Van Duijn, C.M., Saint-Pierre, A., Ackermann, D., Shriner, D., Ruggiero, D., Toniolo, D., Lu, Y., Cusi, D., Czamara, D., Ellinghaus, D., Siscovick, D.S., Ruderfer, D., Gieger, C., Grallert, H., Rochtchina, E., Atkinson, E.J., Holliday, E.G., Boerwinkle, E., Salvi, E., Bottinger, E.P., Murgia, F., Rivadeneira, F., Ernst, F., Kronenberg, F., Hu, F.B., Navis, G.J., Curhan, G.C., Ehret, G.B., Homuth, G., Coassin, S., Thun, G.-A., Pistis, G., Gambaro, G., Malerba, G., Montgomery, G.W., Eiriksdottir, G., Jacobs, G., Li, G., Wichmann, H.-E., Campbell, H., Schmidt, H., Wallaschofski, H., Völzke, H., Brenner, H., Kroemer, H.K., Kramer, H., Lin, H., Leach, I.M., Ford, I., Guessous, I., Rudan, I., Prokopenko, I., Borecki, I., Heid, I.M., Kolcic, I., Persico, I., Jukema, J.W., Wilson, J.F., Felix, J.F., Divers, J., Lambert, J.-C., Stafford, J.M., Gaspoz, J.-M., Smith, J.A., Faul, J.D., Wang, J.J., Ding, J., Hirschhorn, J.N., Attia, J., Whitfield, J.B., Chalmers, J., Viikari, J., Coresh, J., Denny, J.C., Karjalainen, J., Fernandes, J.K., Endlich, K., Butterbach, K., Keene, K.L., Lohman, K., Portas, L., Launer, 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M., Vinay, D.G., Vineis, P., Voight, B.F., Vollenweider, P., Wagenknecht, L.E., Wain, L.V., Wang, X., Wang, T.J., Wareham, N.J., Watkins, H., Weder, A.B., Whincup, P.H., Wiggins, K.L., Witteman, J.C.M., Wong, A., Wu, Y., Yajnik, C.S., Yao, J., Young, J.H., Zelenika, D., Zhai, G., Zhang, W., Zhang, F., Zhao, J.H., Zhu, H., Zhu, X., Zitting, P., Zukowska-Szczechowska, E., Okada, Y., Wu, J.-Y., Gu, D., Takeuchi, F., Takahashi, A., Maeda, S., Tsunoda, T., Chen, P., Lim, S.-C., Wong, T.-Y., Liu, J., Young, T.L., Aung, T., Teo, Y.-Y., Kim, Y.J., Kang, D., Chen, C.-H., Tsai, F.-J., Chang, L.-C., Fann, S.-J.C., Mei, H., Hixson, J.E., Chen, S., Katsuya, T., Isono, M., Albrecht, E., Yamamoto, K., Kubo, M., Nakamura, Y., Kamatani, N., Kato, N., He, J., Chen, Y.-T., Tanaka, T., Reilly, M.P., Schunkert, H., Assimes, T.L., Hall, A., Hengstenberg, C., König, I.R., Laaksonen, R., McPherson, R., Thompson, J.R., Thorsteinsdottir, U., Ziegler, A., Absher, D., Chen, L., Cupples, L.A., Halperin, E., 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Guiducci, C., Burtt, N., Gabriel, S.B., Dandona, S., Jarinova, O., Qu, L., Wilensky, R., Matthai, W., Hakonarson, H.H., Devaney, J., Burnett, M.S., Pichard, A.D., Kent, K.M., Satler, L., Lindsay, J.M., Waksman, R., Knouff, C.W., Waterworth, D.M., Walker, M.C., Epstein, S.E., Rader, D.J., Nelson, C.P., Wright, B.J., Balmforth, A.J., Ball, S.G., Loehr, L.R., Rosamond, W.D., Benjamin, E., Haritunians, T., Couper, D., Murabito, J., Wang, Y.A., Stricker, B.H., Chang, P.P., Willerson, J.T., Felix, S.B., Watzinger, N., Aragam, J., Zweiker, R., Lind, L., Rodeheffer, R.J., Greiser, K.H., Deckers, J.W., Stritzke, J., Ingelsson, E., Kullo, I., Haerting, J., Reffelmann, T., Redfield, M.M., Werdan, K., Mitchell, G.F., Arnett, D.K., Gottdiener, J.S., Blettner, M., Friedrich, N., Kovacs, P., Wild, P.S., Froguel, P., Rettig, R., Mägi, R., Biffar, R., Schmidt, R., Middelberg, R.P.S., Carroll, R.J., Penninx, B.W., Scott, R.J., Katz, R., Sedaghat, S., Wild, S.H., Kardia, S.L.R., Ulivi, S., Hwang, S.-J., Enroth, S., Kloiber, S., Trompet, S., Stengel, B., Hancock, S.J., Turner, S.T., Rosas, S.E., Stracke, S., Harris, T.B., Zeller, T., Zemunik, T., Lehtimäki, T., Illig, T., Aspelund, T., Nikopensius, T., Esko, T., Gyllensten, U., Völker, U., Emilsson, V., Vitart, V., Aalto, V., Gudnason, V., Chouraki, V., Chen, W.-M., Igl, W., März, W., Koenig, W., Lieb, W., Loos, R.J.F., Liu, Y., Snieder, H., Pramstaller, P.P., Parsa, A., O'Connell, J.R., Susztak, K., Hamet, P., Tremblay, J., De Boer, I.H., Böger, C.A., Goessling, W., Chasman, D.I., Köttgen, A., Kao, W.H.L., Fox, C.S., UCL - SSS/IREC/NEFR - Pôle de Néphrologie, UCL - (SLuc) Service de néphrologie, Pattaro, C., Teumer, A., Gorski, M., Chu, A.Y., Li, M., Mijatovic, V., Garnaas, M., Tin, A., Sorice, R., Li, Y., Taliun, D., Olden, M., Foster, M., Yang, Q., Chen, M.-H., Pers, T.H., Johnson, A.D., Ko, Y.-A., Fuchsberger, C., Tayo, B., Nalls, M., Feitosa, M.F., Isaacs, A., Dehghan, A., D'Adamo, P., Adeyemo, A., Dieffenbach, A.K., Zonderman, A.B., Nolte, I.M., Van Der Most, P.J., Wright, A.F., Shuldiner, A.R., Morrison, A.C., Hofman, A., Smith, A.V., Dreisbach, A.W., Franke, A., Uitterlinden, A.G., Metspalu, A., Tonjes, A., Lupo, A., Robino, A., Johansson, Å., Demirkan, A., Kollerits, B., Freedman, B.I., Ponte, B., Oostra, B.A., Paulweber, B., Krämer, B.K., Mitchell, B.D., Buckley, B.M., Peralta, C.A., Hayward, C., Helmer, C., Rotimi, C.N., Shaffer, C.M., Müller, C., Sala, C., Van Duijn, C.M., Saint-Pierre, A., Ackermann, D., Shriner, D., Ruggiero, D., Toniolo, D., Lu, Y., Cusi, D., Czamara, D., Ellinghaus, D., Siscovick, D.S., Ruderfer, D., Gieger, C., Grallert, H., Rochtchina, E., Atkinson, E.J., Holliday, E.G., Boerwinkle, E., Salvi, E., Bottinger, E.P., Murgia, F., Rivadeneira, F., Ernst, F., Kronenberg, F., Hu, F.B., Navis, G.J., Curhan, G.C., Ehret, G.B., Homuth, G., Coassin, S., Thun, G.-A., Pistis, G., Gambaro, G., Malerba, G., Montgomery, G.W., Eiriksdottir, G., Jacobs, G., Li, G., Wichmann, H.-E., Campbell, H., Schmidt, H., Wallaschofski, H., Völzke, H., Brenner, H., Kroemer, H.K., Kramer, H., Lin, H., Leach, I.M., Ford, I., Guessous, I., Rudan, I., Prokopenko, I., Borecki, I., Heid, I.M., Kolcic, I., Persico, I., Jukema, J.W., Wilson, J.F., Felix, J.F., Divers, J., Lambert, J.-C., Stafford, J.M., Gaspoz, J.-M., Smith, J.A., Faul, J.D., Wang, J.J., Ding, J., Hirschhorn, J.N., Attia, J., Whitfield, J.B., Chalmers, J., Viikari, J., Coresh, J., Denny, J.C., Karjalainen, J., Fernandes, J.K., Endlich, K., Butterbach, K., Keene, K.L., Lohman, K., Portas, L., Launer, L.J., Lyytikäinen, L.-P., Yengo, L., Franke, L., Ferrucci, L., Rose, L.M., Kedenko, L., Rao, M., Struchalin, M., Kleber, M.E., Cavalieri, M., Haun, M., Cornelis, M.C., Ciullo, M., Pirastu, M., De Andrade, M., McEvoy, M.A., Woodward, M., Adam, M., Cocca, M., Nauck, M., Imboden, M., Waldenberger, M., Pruijm, M., Metzger, M., Stumvoll, M., Evans, M.K., Sale, M.M., Kähönen, M., Boban, M., Bochud, M., Rheinberger, M., Verweij, N., Bouatia-Naji, N., Martin, N.G., Hastie, N., Probst-Hensch, N., Soranzo, N., Devuyst, O., Raitakari, O., Gottesman, O., Franco, O.H., Polasek, O., Gasparini, P., Munroe, P.B., Ridker, P.M., Mitchell, P., Muntner, P., Meisinger, C., Smit, J.H., Abecasis, G.R., Adair, L.S., Alexander, M., Altshuler, D., Amin, N., Arking, D.E., Arora, P., Aulchenko, Y., Bakker, S.J.L., Bandinelli, S., Barroso, I., Beckmann, J.S., Beilby, J.P., Bergman, R.N., Bergmann, S., Bis, J.C., Boehnke, M., Bonnycastle, L.L., Bornstein, S.R., Bots, M.L., Bragg-Gresham, J.L., Brand, S.-M., Brand, E., Braund, P.S., Brown, M.J., Burton, P.R., Casas, J.P., Caulfield, M.J., Chakravarti, A., Chambers, J.C., Chandak, G.R., Chang, Y.-P.C., Charchar, F.J., Chaturvedi, N., Cho, Y.S., Clarke, R., Collins, F.S., Collins, R., Connell, J.M., Cooper, J.A., Cooper, M.N., Cooper, R.S., Corsi, A.M., Dörr, M., Dahgam, S., Danesh, J., Smith, G.D., Day, I.N.M., Deloukas, P., Denniff, M., Dominiczak, A.F., Dong, Y., Doumatey, A., Elliott, P., Elosua, R., Erdmann, J., Eyheramendy, S., Farrall, M., Fava, C., Forrester, T., Fowkes, F.G.R., Fox, E.R., Frayling, T.M., Galan, P., Ganesh, S.K., Garcia, M., Gaunt, T.R., Glazer, N.L., Go, M.J., Goel, A., Grässler, J., Grobbee, D.E., Groop, L., Guarrera, S., Guo, X., Hadley, D., Hamsten, A., Han, B.-G., Hardy, R., Hartikainen, A.-L., Heath, S., Heckbert, S.R., Hedblad, B., Hercberg, S., Hernandez, D., Hicks, A.A., Hilton, G., Hingorani, A.D., Hoffman Bolton, J.A., Hopewell, J.C., Howard, P., Humphries, S.E., Hunt, S.C., Hveem, K., Ikram, M.A., Islam, M., Iwai, N., Jarvelin, M.-R., Jackson, A.U., Jafar, T.H., Janipalli, C.S., Johnson, T., Kathiresan, S., Khaw, K.-T., Kim, H.-L., Kinra, S., Kita, Y., Kivimaki, M., Kooner, J.S., Kumar, M.J.K., Kuh, D., Kulkarni, S.R., Kumari, M., Kuusisto, J., Kuznetsova, T., Laakso, M., Laan, M., Laitinen, J., Lakatta, E.G., Langefeld, C.D., Larson, M.G., Lathrop, M., Lawlor, D.A., Lawrence, R.W., Lee, J.-Y., Lee, N.R., Levy, D., Longstreth, W.T., Luan, J., Lucas, G., Ludwig, B., Mangino, M., Mani, K.R., Marmot, M.G., Mattace-Raso, F.U.S., Matullo, G., McArdle, W.L., McKenzie, C.A., Meitinger, T., Melander, O., Meneton, P., Meschia, J.F., Miki, T., Milaneschi, Y., Mohlke, K.L., Mooser, V., Morken, M.A., Morris, R.W., Mosley, T.H., Najjar, S., Narisu, N., Newton-Cheh, C., Nguyen, K.-D.H., Nilsson, P., Nyberg, F., O'Donnell, C.J., Ogihara, T., Ohkubo, T., Okamura, T., Ong, R.T.-H., Ongen, H., Onland-Moret, N.C., O'Reilly, P.F., Org, E., Orru, M., Palmas, W., Palmen, J., Palmer, L.J., Palmer, N.D., Parker, A.N., Peden, J.F., Peltonen, L., Perola, M., Pihur, V., Platou, C.G.P., Plump, A., Prabhakaran, D., Psaty, B.M., Raffel, L.J., Rao, D.C., Rasheed, A., Ricceri, F., Rice, K.M., Rosengren, A., Rotter, J.I., Rudock, M.E., Sõber, S., Salako, T., Saleheen, D., Salomaa, V., Samani, N.J., Schwartz, S.M., Schwarz, P.E.H., Scott, L.J., Scott, J., Scuteri, A., Sehmi, J.S., Seielstad, M., Seshadri, S., Sharma, P., Shaw-Hawkins, S., Shi, G., Shrine, N.R.G., Sijbrands, E.J.G., Sim, X., Singleton, A., Sjögren, M., Smith, N.L., Artigas, M.S., Spector, T.D., Staessen, J.A., Stancakova, A., Steinle, N.I., Strachan, D.P., Stringham, H.M., Sun, Y.V., Swift, A.J., Tabara, Y., Tai, E.-S., Talmud, P.J., Taylor, A., Terzic, J., Thelle, D.S., Tobin, M.D., Tomaszewski, M., Tripathy, V., Tuomilehto, J., Tzoulaki, I., Uda, M., Ueshima, H., Uiterwaal, C.S.P.M., Umemura, S., Van Der Harst, P., Van Der Schouw, Y.T., Van Gilst, W.H., Vartiainen, E., Vasan, R.S., Veldre, G., Verwoert, G.C., Viigimaa, M., Vinay, D.G., Vineis, P., Voight, B.F., Vollenweider, P., Wagenknecht, L.E., Wain, L.V., Wang, X., Wang, T.J., Wareham, N.J., Watkins, H., Weder, A.B., Whincup, P.H., Wiggins, K.L., Witteman, J.C.M., Wong, A., Wu, Y., Yajnik, C.S., Yao, J., Young, J.H., Zelenika, D., Zhai, G., Zhang, W., Zhang, F., Zhao, J.H., Zhu, H., Zhu, X., Zitting, P., Zukowska-Szczechowska, E., Okada, Y., Wu, J.-Y., Gu, D., Takeuchi, F., Takahashi, A., Maeda, S., Tsunoda, T., Chen, P., Lim, S.-C., Wong, T.-Y., Liu, J., Young, T.L., Aung, T., Teo, Y.-Y., Kim, Y.J., Kang, D., Chen, C.-H., Tsai, F.-J., Chang, L.-C., Fann, S.-J.C., Mei, H., Hixson, J.E., Chen, S., Katsuya, T., Isono, M., Albrecht, E., Yamamoto, K., Kubo, M., Nakamura, Y., Kamatani, N., Kato, N., He, J., Chen, Y.-T., Tanaka, T., Reilly, M.P., Schunkert, H., Assimes, T.L., Hall, A., Hengstenberg, C., König, I.R., Laaksonen, R., McPherson, R., Thompson, J.R., Thorsteinsdottir, U., Ziegler, A., Absher, D., Chen, L., Cupples, L.A., Halperin, E., Musunuru, K., Preuss, M., Schillert, A., Thorleifsson, G., Wells, G.A., Holm, H., Roberts, R., Stewart, A.F.R., Fortmann, S., Go, A., Hlatky, M., Iribarren, C., Knowles, J., Myers, R., Quertermous, T., Sidney, S., Risch, N., Tang, H., Blankenberg, S., Schnabel, R., Sinning, C., Lackner, K.J., Tiret, L., Nicaud, V., Cambien, F., Bickel, C., Rupprecht, H.J., Perret, C., Proust, C., Münzel, T.F., Barbalic, M., Chen, I.Y.-D., Demissie-Banjaw, S., Folsom, A., Lumley, T., Marciante, K., Taylor, K.D., Volcik, K., Gretarsdottir, S., Gulcher, J.R., Kong, A., Stefansson, K., Thorgeirsson, G., Andersen, K., Fischer, M., Grosshennig, A., Linsel-Nitschke, P., Stark, K., Schreiber, S., Aherrahrou, Z., Bruse, P., Doering, A., Klopp, N., Diemert, P., Loley, C., Medack, A., Nahrstedt, J., Peters, A., Wagner, A.K., Willenborg, C., Böhm, B.O., Dobnig, H., Grammer, T.B., Hoffmann, M.M., Meinitzer, A., Winkelmann, B.R., Pilz, S., Renner, W., Scharnagl, H., Stojakovic, T., Tomaschitz, A., Winkler, K., Guiducci, C., Burtt, N., Gabriel, S.B., Dandona, S., Jarinova, O., Qu, L., Wilensky, R., Matthai, W., Hakonarson, H.H., Devaney, J., Burnett, M.S., Pichard, A.D., Kent, K.M., Satler, L., Lindsay, J.M., Waksman, R., Knouff, C.W., Waterworth, D.M., Walker, M.C., Epstein, S.E., Rader, D.J., Nelson, C.P., Wright, B.J., Balmforth, A.J., Ball, S.G., Loehr, L.R., Rosamond, W.D., Benjamin, E., Haritunians, T., Couper, D., Murabito, J., Wang, Y.A., Stricker, B.H., Chang, P.P., Willerson, J.T., Felix, S.B., Watzinger, N., Aragam, J., Zweiker, R., Lind, L., Rodeheffer, R.J., Greiser, K.H., Deckers, J.W., Stritzke, J., Ingelsson, E., Kullo, I., Haerting, J., Reffelmann, T., Redfield, M.M., Werdan, K., Mitchell, G.F., Arnett, D.K., Gottdiener, J.S., Blettner, M., Friedrich, N., Kovacs, P., Wild, P.S., Froguel, P., Rettig, R., Mägi, R., Biffar, R., Schmidt, R., Middelberg, R.P.S., Carroll, R.J., Penninx, B.W., Scott, R.J., Katz, R., Sedaghat, S., Wild, S.H., Kardia, S.L.R., Ulivi, S., Hwang, S.-J., Enroth, S., Kloiber, S., Trompet, S., Stengel, B., Hancock, S.J., Turner, S.T., Rosas, S.E., Stracke, S., Harris, T.B., Zeller, T., Zemunik, T., Lehtimäki, T., Illig, T., Aspelund, T., Nikopensius, T., Esko, T., Gyllensten, U., Völker, U., Emilsson, V., Vitart, V., Aalto, V., Gudnason, V., Chouraki, V., Chen, W.-M., Igl, W., März, W., Koenig, W., Lieb, W., Loos, R.J.F., Liu, Y., Snieder, H., Pramstaller, P.P., Parsa, A., O'Connell, J.R., Susztak, K., Hamet, P., Tremblay, J., De Boer, I.H., Böger, C.A., Goessling, W., Chasman, D.I., Köttgen, A., Kao, W.H.L., and Fox, C.S.
Abstract: Reduced glomerular filtration rate defines chronic kidney disease and is associated with cardiovascular and all-cause mortality. We conducted a meta-analysis of genome-wide association studies for estimated glomerular filtration rate (eGFR), combining data across 133,413 individuals with replication in up to 42,166 individuals. We identify 24 new and confirm 29 previously identified loci. Of these 53 loci, 19 associate with eGFR among individuals with diabetes. Using bioinformatics, we show that identified genes at eGFR loci are enriched for expression in kidney tissues and in pathways relevant for kidney development and transmembrane transporter activity, kidney structure, and regulation of glucose metabolism. Chromatin state mapping and DNase I hypersensitivity analyses across adult tissues demonstrate preferential mapping of associated variants to regulatory regions in kidney but not extra-renal tissues. These findings suggest that genetic determinants of eGFR are mediated largely through direct effects within the kidney and highlight important cell types and biological pathways. © 2016, Nature Publishing Group. All rights reserved.
Published: 2016

50. Genome-wide association studies identify genetic loci associated with Albuminuria in diabetes

Author: UCL - SSS/IREC/NEFR - Pôle de Néphrologie, UCL - (SLuc) Service de néphrologie, Teumer, A., Tin, A., Sorice, R., Gorski, M., Yeo, N.C., Chu, A.Y., Li, M., Li, Y., Mijatovic, V., Ko, Y.-A., Taliun, D., Luciani, A., Chen, M.-H., Yang, Q., Foster, M.C., Olden, M., Hiraki, L.T., Tayo, B.O., Fuchsberger, C., Dieffenbach, A.K., Shuldiner, A.R., Smith, A.V., Zappa, A.M., Lupo, A., Kollerits, B., Ponte, B., Stengel, B., Krämer, B.K., Paulweber, B., Mitchell, B.D., Hayward, C., Helmer, C., Meisinger, C., Gieger, C., Shaffer, C.M., Müller, C., Langenberg, C., Ackermann, D., Siscovick, D., Fox, C.S., Boerwinkle, E., Kronenberg, F., Ehret, G.B., Homuth, G., Waeber, G., Navis, G., Gambaro, G., Malerba, G., Eiriksdottir, G., Li, G., Wichmann, H.E., Grallert, H., Wallaschofski, H., Völzke, H., Brenner, H., Kramer, H., Leach, I.M., Rudan, I., Hillege, H.L., Beckmann, J.S., Lambert, J.C., Luan, J., Zhao, J.H., Chalmers, J., Coresh, J., Denny, J.C., Butterbach, K., Launer, L.J., Ferrucci, L., Kedenko, L., Haun, M., Metzger, M., Woodward, M., Hoffman, M.J., Nauck, M., Waldenberger, M., Pruijm, M., Bochud, M., Rheinberger, M., Verweij, N., Wareham, N.J., Endlich, N., Soranzo, N., Polasek, O., Van Der Harst, P., Pramstaller, P.P., Vollenweider, P., Wild, P.S., Gansevoort, R.T., Rettig, R., Biffar, R., Carroll, R.J., Katz, R., Loos, R.J.F., Hwang, S.-J., Coassin, S., Bergmann, S., Rosas, S.E., Stracke, S., Harris, T.B., Corre, T., Zeller, T., Illig, T., Aspelund, T., Tanaka, T., Lendeckel, U., Völker, U., Gudnason, V., Chouraki, V., Koenig, W., Kutalik, Z., O'Connell, J.R., Parsa, A., Heid, I.M., Paterson, A.D., De Boer, I.H., Devuyst, Olivier, Lazar, J., Endlich, K., Susztak, K., Tremblay, J., Hamet, P., Jacob, H.J., Böger, C.A., Pattaro, C., Köttgen, A., UCL - SSS/IREC/NEFR - Pôle de Néphrologie, UCL - (SLuc) Service de néphrologie, Teumer, A., Tin, A., Sorice, R., Gorski, M., Yeo, N.C., Chu, A.Y., Li, M., Li, Y., Mijatovic, V., Ko, Y.-A., Taliun, D., Luciani, A., Chen, M.-H., Yang, Q., Foster, M.C., Olden, M., Hiraki, L.T., Tayo, B.O., Fuchsberger, C., Dieffenbach, A.K., Shuldiner, A.R., Smith, A.V., Zappa, A.M., Lupo, A., Kollerits, B., Ponte, B., Stengel, B., Krämer, B.K., Paulweber, B., Mitchell, B.D., Hayward, C., Helmer, C., Meisinger, C., Gieger, C., Shaffer, C.M., Müller, C., Langenberg, C., Ackermann, D., Siscovick, D., Fox, C.S., Boerwinkle, E., Kronenberg, F., Ehret, G.B., Homuth, G., Waeber, G., Navis, G., Gambaro, G., Malerba, G., Eiriksdottir, G., Li, G., Wichmann, H.E., Grallert, H., Wallaschofski, H., Völzke, H., Brenner, H., Kramer, H., Leach, I.M., Rudan, I., Hillege, H.L., Beckmann, J.S., Lambert, J.C., Luan, J., Zhao, J.H., Chalmers, J., Coresh, J., Denny, J.C., Butterbach, K., Launer, L.J., Ferrucci, L., Kedenko, L., Haun, M., Metzger, M., Woodward, M., Hoffman, M.J., Nauck, M., Waldenberger, M., Pruijm, M., Bochud, M., Rheinberger, M., Verweij, N., Wareham, N.J., Endlich, N., Soranzo, N., Polasek, O., Van Der Harst, P., Pramstaller, P.P., Vollenweider, P., Wild, P.S., Gansevoort, R.T., Rettig, R., Biffar, R., Carroll, R.J., Katz, R., Loos, R.J.F., Hwang, S.-J., Coassin, S., Bergmann, S., Rosas, S.E., Stracke, S., Harris, T.B., Corre, T., Zeller, T., Illig, T., Aspelund, T., Tanaka, T., Lendeckel, U., Völker, U., Gudnason, V., Chouraki, V., Koenig, W., Kutalik, Z., O'Connell, J.R., Parsa, A., Heid, I.M., Paterson, A.D., De Boer, I.H., Devuyst, Olivier, Lazar, J., Endlich, K., Susztak, K., Tremblay, J., Hamet, P., Jacob, H.J., Böger, C.A., Pattaro, C., and Köttgen, A.
Abstract: Elevated concentrations of albumin in the urine, albuminuria, are a hallmark of diabetic kidney disease and are associated with an increased risk for end-stage renal disease and cardiovascular events. To gain insight into the pathophysiological mechanisms underlying albuminuria, we conducted meta-analyses of genome-wide association studies and independent replication in up to 5,825 individuals of European ancestry with diabetes and up to 46,061 without diabetes, followed by functional studies. Known associations of variants in CUBN, encoding cubilin, with the urinary albumin-to-creatinine ratio (UACR) were confirmed in the overall sample (P = 2.4 × 10210). Gene-by-diabetes interactions were detected and confirmed for variants in HS6ST1 and near RAB38/CTSC. Single nucleotide polymorphisms at these loci demonstrated a genetic effect on UACR in individuals with but not without diabetes. The change in the average UACR per minor allele was 21% for HS6ST1 (P = 6.3 × 10-7) and 13% for RAB38/CTSC (P = 5.8 × 1027). Experiments using streptozotocin-induced diabetic Rab38 knockout and control rats showed higher urinary albumin concentrations and reduced amounts of megalin and cubilin at the proximal tubule cell surface in Rab38 knockout versus control rats. Relative expression of RAB38 was higher in tubuli of patients with diabetic kidney disease compared with control subjects. The loci identified here confirm known pathways and highlight novel pathways influencing albuminuria. © 2016 by the American Diabetes Association.
Published: 2016

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