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6. 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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7. Genome-wide association studies identify 137 genetic loci for DNA methylation biomarkers of aging.

Author

McCartney D.L., Min J.L., Richmond R.C., Lu A.T., Sobczyk M.K., Davies G., Broer L., Guo X., Jeong A., Jung J., Kasela S., Katrinli S., Kuo P.-L., Matias-Garcia P.R., Mishra P.P., Nygaard M., Palviainen T., Patki A., Raffield L.M., Ratliff S.M., Richardson T.G., Robinson O., Soerensen M., Sun D., Tsai P.-C., van der Zee M.D., Walker R.M., Wang X., Wang Y., Xia R., Xu Z., Yao J., Zhao W., Correa A., Boerwinkle E., Dugue P.-A., Durda P., Elliott H.R., Gieger C., de Geus E.J.C., Harris S.E., Hemani G., Imboden M., Kahonen M., Kardia S.L.R., Kresovich J.K., Li S., Lunetta K.L., Mangino M., Mason D., McIntosh A.M., Mengel-From J., Moore A.Z., Murabito J.M., Ollikainen M., Pankow J.S., Pedersen N.L., Peters A., Polidoro S., Porteous D.J., Raitakari O., Rich S.S., Sandler D.P., Sillanpaa E., Smith A.K., Southey M.C., Strauch K., Tiwari H., Tanaka T., Tillin T., Uitterlinden A.G., Van Den Berg D.J., van Dongen J., Wilson J.G., Wright J., Yet I., Arnett D., Bandinelli S., Bell J.T., Binder A.M., Boomsma D.I., Chen W., Christensen K., Conneely K.N., Elliott P., Ferrucci L., Fornage M., Hagg S., Hayward C., Irvin M., Kaprio J., Lawlor D.A., Lehtimaki T., Lohoff F.W., Milani L., Milne R.L., Probst-Hensch N., Reiner A.P., Ritz B., Rotter J.I., Smith J.A., Taylor J.A., van Meurs J.B.J., Vineis P., Waldenberger M., Deary I.J., Relton C.L., Horvath S., Marioni R.E., McCartney D.L., Min J.L., Richmond R.C., Lu A.T., Sobczyk M.K., Davies G., Broer L., Guo X., Jeong A., Jung J., Kasela S., Katrinli S., Kuo P.-L., Matias-Garcia P.R., Mishra P.P., Nygaard M., Palviainen T., Patki A., Raffield L.M., Ratliff S.M., Richardson T.G., Robinson O., Soerensen M., Sun D., Tsai P.-C., van der Zee M.D., Walker R.M., Wang X., Wang Y., Xia R., Xu Z., Yao J., Zhao W., Correa A., Boerwinkle E., Dugue P.-A., Durda P., Elliott H.R., Gieger C., de Geus E.J.C., Harris S.E., Hemani G., Imboden M., Kahonen M., Kardia S.L.R., Kresovich J.K., Li S., Lunetta K.L., Mangino M., Mason D., McIntosh A.M., Mengel-From J., Moore A.Z., Murabito J.M., Ollikainen M., Pankow J.S., Pedersen N.L., Peters A., Polidoro S., Porteous D.J., Raitakari O., Rich S.S., Sandler D.P., Sillanpaa E., Smith A.K., Southey M.C., Strauch K., Tiwari H., Tanaka T., Tillin T., Uitterlinden A.G., Van Den Berg D.J., van Dongen J., Wilson J.G., Wright J., Yet I., Arnett D., Bandinelli S., Bell J.T., Binder A.M., Boomsma D.I., Chen W., Christensen K., Conneely K.N., Elliott P., Ferrucci L., Fornage M., Hagg S., Hayward C., Irvin M., Kaprio J., Lawlor D.A., Lehtimaki T., Lohoff F.W., Milani L., Milne R.L., Probst-Hensch N., Reiner A.P., Ritz B., Rotter J.I., Smith J.A., Taylor J.A., van Meurs J.B.J., Vineis P., Waldenberger M., Deary I.J., Relton C.L., Horvath S., and Marioni R.E.

Abstract

Background: Biological aging estimators derived from DNA methylation data are heritable and correlate with morbidity and mortality. Consequently, identification of genetic and environmental contributors to the variation in these measures in populations has become a major goal in the field. Result(s): Leveraging DNA methylation and SNP data from more than 40,000 individuals, we identify 137 genome-wide significant loci, of which 113 are novel, from genome-wide association study (GWAS) meta-analyses of four epigenetic clocks and epigenetic surrogate markers for granulocyte proportions and plasminogen activator inhibitor 1 levels, respectively. We find evidence for shared genetic loci associated with the Horvath clock and expression of transcripts encoding genes linked to lipid metabolism and immune function. Notably, these loci are independent of those reported to regulate DNA methylation levels at constituent clock CpGs. A polygenic score for GrimAge acceleration showed strong associations with adiposity-related traits, educational attainment, parental longevity, and C-reactive protein levels. Conclusion(s): This study illuminates the genetic architecture underlying epigenetic aging and its shared genetic contributions with lifestyle factors and longevity.Copyright © 2021, The Author(s).

Published
2021

19. Electrical properties of freshly mixed concrete

Author

Khalaf, F.M. and Wilson, J.G.

Subjects
Concrete -- Testing, Building materials -- Research, Cement -- Research, Engineering and manufacturing industries, Science and technology
Abstract

The current procedures for the design of concrete mixes are based on specifying target workability and strength. Graphs are then used to determine the masses of constituent materials. Small changes in initial water content will result in the concrete mix not achieving its target, as water is necessary for the workability and hydration of cement, to produce cement paste that acts as the binder. Therefore, it is important to understand the distribution of water in fresh concrete to achieve the required workability, strength, and durability. This paper considers the use of electrical measurements to study the movement and special distribution of water within freshly mixed concrete. The technique is used to determine moisture content and rates of water absorption and adsorption of individual components forming the concrete. A theoretical model is developed, and simplified, using electrical formulas. The results from this investigation show that the cement paste is the primary governing factor in determining the electrical resistance of a fresh concrete. However it also shows that all constituents have some influence.

Published
1999

21. Association study in African-admixed populations across the Americas recapitulates asthma risk loci in non-African populations (vol 10, 880, 2019)

Author

Daya, M., Rafaels, N., Brunetti, T.M., Chavan, S., Levin, A.M., Shetty, A., Gignoux, C.R., Boorgula, M.P., Wojcik, G., Campbell, M., Vergara, C., Torgerson, D.G., Ortega, V.E., Doumatey, A., Johnston, H.R., Acevedo, N., Araujo, M.I., Avila, P.C., Belbin, G., Bleecker, E., Bustamante, C., Caraballo, L., Cruz, A., Dunston, G.M., Eng, C., Faruque, M.U., Ferguson, T.S., Figueiredo, C., Ford, J.G., Gan, W.N., Gourraud, P.A., Hansel, N.N., Hernandez, R.D., Herrera-Paz, E.F., Jimenez, S., Kenny, E.E., Knight-Madden, J., Kumar, R., Lange, L.A., Lange, E.M., Lizee, A., Maul, P., Maul, T., Mayorga, A., Meyers, D., Nicolae, D.L., O'Connor, T.D., Oliveira, R.R., Olopade, C.O., Olopade, O., Qin, Z.H.S., Rotimi, C., Vince, N., Watson, H., Wilks, R.J., Wilson, J.G., Salzberg, S., Ober, C., Burchard, E.G., Williams, L.K., Beaty, T.H., Taub, M.A., Ruczinski, I., Mathias, R.A., Barnes, K.C., Adegnika, A.A., Arinola, G., Ateba-Ngoa, U., Ayestas, G., Bjarnadottir, H., Correa, A., Erazo, S.O.L., Foreman, M.G., Foster, C., Gao, L., Gao, J.J., Grammer, L., Hansen, M., Hartert, T., Hu, Y.J., Konigsberg, I., Kim, K.Y.A., Landaverde-Torres, P., Marrugo, J., Martinez, B., Martinez, R., Mayorga, L.F., Mejia-Mejia, D.A., Meza, C., Musani, S., Musharoff, S., Oluwole, O., Pino-Yanes, M., Ramos, H., Saenz, A., Samms-Vaughan, M., Schleimer, R., Scott, A.F., Shringarpure, S.S., Song, W., Szpiech, Z.A., Torres, R., Varela, G., Vasquez, O.M., Vega, F.M. de la, Ware, L.B., Yazdanbakhsh, M., and CAAPA

Published
2019

22. 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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23. 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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25. Population dynamics of the freshwater clam Galatea paradoxa from the Volta River, Ghana

Author

Adjei-Boateng D. and Wilson J.G.

Subjects
recruitment, mortality, growth parameters, Volta River, Bivalvia, Aquaculture. Fisheries. Angling, SH1-691
Abstract

Population parameters such as asymptotic (L∞), growth coefficient (K), mortality rates (Z,F and M), exploitation level (E) and recruitment pattern of the freshwater clam Galatea paradoxa were estimated using length-frequency data from the Volta River estuary, Ghana. The L∞ for G. paradoxa at the Volta estuary was 105.7 mm, the growth coefficient (K) and the growth performance index (Ǿ) ranged between 0.14–0.18 year-1 and 3.108–3.192, respectively. Total mortality (Z) was 0.65–0.82 year-1, while natural mortality (M) and fishing mortality (F) were 0.35–0.44 year-1 and 0.21–0.47 year-1, respectively, with an exploitation level of 0.32–0.57. The recruitment pattern suggested that G. paradoxa has year-round recruitment with a single pulse over an extended period (October–March) in the Volta River. The Volta River stock of G. paradoxa is overfished and requires immediate action to conserve it. This can be achieved by implementing a minimum landing size restriction and intensifying the culture of smaller clams which is a traditional activity at the estuary.

Published
2012
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26. 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

30. 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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31. Genome-wide meta-analysis associates HLA-DQA1/DRB1 and LPA and lifestyle factors with human longevity

Author

Joshi, P.K., Pirastu, N., Kentistou, K.A., Fischer, K., Hofer, E., Schraut, K.E., Clark, D.W., Nutile, T., Barnes, C.L.K., Timmers, P., Shen, X., Gandin, I., McDaid, A.F., Hansen, T.F., Gordon, S.D.S., Giulianini, F., Boutin, T.S., Abdellaoui, A., Zhao, W., Medina-Gomez, C., Bartz, T.M., Trompet, S., Lange, L.A., Raffield, L., Spek, A van der, Galesloot, T.E., Proitsi, P., Yanek, L.R., Bielak, L.F., Payton, A., Murgia, F., Concas, M.P., Biino, G., Tajuddin, S.M., Seppala, I., Amin, N., Boerwinkle, E., Borglum, A.D., Campbell, A., Demerath, E.W., Demuth, I., Faul, J.D., Ford, I., Gialluisi, A., Gogele, M., Graff, M, Hingorani, A., Hottenga, J.J., Hougaard, D.M., Hurme, M.A., Ikram, M.A., Jylha, M., Kuh, D., Ligthart, L., Lill, C.M., Lindenberger, U., Lumley, T., Magi, R., Marques-Vidal, P., Medland, S.E., Milani, L., Nagy, R., Ollier, W.E., Peyser, P.A., Pramstaller, P.P., Ridker, P.M., Rivadeneira, F., Ruggiero, D., Saba, Y., Schmidt, R., Schmidt, H., Slagboom, P.E., Smith, B.H., Smith, J.A., Sotoodehnia, N., Steinhagen-Thiessen, E., Rooij, F.J. van, Verbeek, A.L., Vermeulen, S.H., Vollenweider, P., Wang, Y, Werge, T., Whitfield, J.B., Zonderman, A.B., Lehtimaki, T., Evans, M.K., Pirastu, M., Fuchsberger, C., Bertram, L., Pendleton, N., Kardia, S.L., Ciullo, M., Becker, D.M., Wong, A., Psaty, B.M., Duijn, C.M. van, Wilson, J.G., Jukema, J.W., Kiemeney, L.A., and Uitterlinden, A.G.

Subjects
Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], Women's cancers Radboud Institute for Health Sciences [Radboudumc 17]
Abstract

Contains fulltext : 177742.pdf (Publisher’s version ) (Open Access) Genomic analysis of longevity offers the potential to illuminate the biology of human aging. Here, using genome-wide association meta-analysis of 606,059 parents' survival, we discover two regions associated with longevity (HLA-DQA1/DRB1 and LPA). We also validate previous suggestions that APOE, CHRNA3/5, CDKN2A/B, SH2B3 and FOXO3A influence longevity. Next we show that giving up smoking, educational attainment, openness to new experience and high-density lipoprotein (HDL) cholesterol levels are most positively genetically correlated with lifespan while susceptibility to coronary artery disease (CAD), cigarettes smoked per day, lung cancer, insulin resistance and body fat are most negatively correlated. We suggest that the effect of education on lifespan is principally mediated through smoking while the effect of obesity appears to act via CAD. Using instrumental variables, we suggest that an increase of one body mass index unit reduces lifespan by 7 months while 1 year of education adds 11 months to expected lifespan.Variability in human longevity is genetically influenced. Using genetic data of parental lifespan, the authors identify associations at HLA-DQA/DRB1 and LPA and find that genetic variants that increase educational attainment have a positive effect on lifespan whereas increasing BMI negatively affects lifespan. 13 p.

Published
2017

32. Genome-wide association study of heart rate and its variability in Hispanic/Latino cohorts

Author

Laurie, C.C., Raffield, L.M., Soliman, E.Z., Jain, D., Guo, X., Lange, L.A., Reiner, A.P., Peters, U., Rotter, J.I., Jackson, R.D., Browning, S.R., Kooperberg, C., Perez, M.V., Sotoodehnia, N., Lin, H.J., Browning, B.L., Sofer, T., Hohensee, C., Li, Y., Méndez-Giráldez, R., Yao, J., Conomos, M.P., Kerr, K.F., Wilson, J.G., Whitsel, E.A., Zhang, Z.-M., Taylor, K.D., Thornton, T.A., Zhang, Q.S., Heckbert, S.R., Gogarten, S.M., and Avery, C.L.

Abstract

Background Although time–domain measures of heart rate variability (HRV) are used to estimate cardiac autonomic tone and disease risk in multiethnic populations, the genetic epidemiology of HRV in Hispanics/Latinos has not been characterized. Objective The purpose of this study was to conduct a genome-wide association study of heart rate (HR) and its variability in the Hispanic Community Health Study/Study of Latinos, Multi-Ethnic Study of Atherosclerosis, and Women's Health Initiative Hispanic SNP-Health Association Resource project (n = 13,767). Methods We estimated HR (bpm), standard deviation of normal-to-normal interbeat intervals (SDNN, ms), and root mean squared difference in successive, normal-to-normal interbeat intervals (RMSSD, ms) from resting, standard 12-lead ECGs. We estimated associations between each phenotype and 17 million genotyped or imputed single nucleotide polymorphisms (SNPs), accounting for relatedness and adjusting for age, sex, study site, and ancestry. Cohort-specific estimates were combined using fixed-effects, inverse-variance meta-analysis. We investigated replication for select SNPs exceeding genome-wide (P

Published
2017
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33. Corrigendum: Rare coding variants and X-linked loci associated with age at menarche

Author

Lunetta, K.L., Day, F.R., Sulem, P., Ruth, K.S., Tung, J.Y., Hinds, D.A., Esko, T., Elks, C.E., Altmaier, E., He, C., Huffman, J.E., Mihailov, E., Porcu, E., Robino, A., Rose, L.M., Schick, U.M., Stolk, L., Teumer, A., Thompson, D.J., Traglia, M., Wang, C.A., Yerges-Armstrong, L.M., Antoniou, A.C., Barbieri, C., Coviello, A.D., Cucca, F., Demerath, E.W., Dunning, A.M., Gandin, I., Grove, M.L., Gudbjartsson, D.F., Hocking, L.J., Hofman, A., Huang, J., Jackson, R.D., Karasik, D., Kriebel, J., Lange, E.M., Lange, L.A., Langenberg, C., Li, X., Luan, J., Mägi, R., Morrison, A.C., Padmanabhan, S., Pirie, A., Polasek, O., Porteous, D.J., Reiner, A.P., Rivadeneira, F., Rudan, I., Sala, C.F., Schlessinger, D., Scott, R.A., Stöckl, D., Visser, J.A., Völker, U., Vozzi, D., Wilson, J.G., Zygmunt, M., EPIC-Interact Consortium (), Generation Scotland Consortium (), Boerwinkle, E., Buring, J.E., Crisponi, L., Easton, D.F., Hayward, C., Hu, F.B., Liu, S., Metspalu, A., Pennell, C.E., Ridker, P.M., Strauch, K., Streeten, E.A., Toniolo, D., Uitterlinden, A.G., Ulivi, S., Völzke, H., Wareham, N.J., Wellons, M., Franceschini, N., Chasman, D.I., Thorsteinsdottir, U., Murray, A., Stefansson, K., Murabito, J.M., Ong, K.K., and Perry, J.R.

Subjects
Adult, Adolescent, Genotype, Mutation, Missense, Immunoglobulins, Cell Cycle Proteins, Penetrance, AMP-Activated Protein Kinases, Autoantigens, White People, Young Adult, Gene Frequency, Genes, X-Linked, Humans, Aged, Menarche, Chromosomes, Human, X, Hypogonadism, Fatty Acids, Age Factors, Genetic Variation, Membrane Proteins, Proteins, RNA-Binding Proteins, Receptors, Neurokinin-3, Middle Aged, Corrigenda, Amides, Phenotype, Codon, Nonsense, Female, RNA Interference, Laminin, Energy Metabolism, Signal Transduction
Abstract

More than 100 loci have been identified for age at menarche by genome-wide association studies; however, collectively these explain only ∼3% of the trait variance. Here we test two overlooked sources of variation in 192,974 European ancestry women: low-frequency protein-coding variants and X-chromosome variants. Five missense/nonsense variants (in ALMS1/LAMB2/TNRC6A/TACR3/PRKAG1) are associated with age at menarche (minor allele frequencies 0.08-4.6%; effect sizes 0.08-1.25 years per allele; P5 × 10(-8)). In addition, we identify common X-chromosome loci at IGSF1 (rs762080, P=9.4 × 10(-13)) and FAAH2 (rs5914101, P=4.9 × 10(-10)). Highlighted genes implicate cellular energy homeostasis, post-transcriptional gene silencing and fatty-acid amide signalling. A frequently reported mutation in TACR3 for idiopathic hypogonatrophic hypogonadism (p.W275X) is associated with 1.25-year-later menarche (P=2.8 × 10(-11)), illustrating the utility of population studies to estimate the penetrance of reportedly pathogenic mutations. Collectively, these novel variants explain ∼0.5% variance, indicating that these overlooked sources of variation do not substantially explain the 'missing heritability' of this complex trait.

Published
2015

34. Identification and Functional Characterization of G6PC2 Coding Variants Influencing Glycemic Traits Define an Effector Transcript at the G6PC2-ABCB11 Locus

Author

Mahajan, A., Sim, X., Ng, H.J., Manning, A., Rivas, M.A., Highland, H.M., Locke, A.E., Grarup, N., Im, H.K., Cingolani, P., Flannick, J., Fontanillas, P., Fuchsberger, C., Gaulton, K.J., Teslovich, T.M., Rayner, N.W., Robertson, N.R., Beer, N.L., Rundle, J.K., Bork-Jensen, J., Ladenvall, C., Blancher, C., Buck, D., Buck, G., Burtt, N.P., Gabriel, S., Gjesing, A.P., Groves, C.J., Hollensted, M., Huyghe, J.R., Jackson, A.U., Jun, G., Justesen, J.M., Mangino, M., Murphy, J., Neville, M., Onofrio, R., Small, K.S., Stringham, H.M., Syvanen, A.C., Trakalo, J., Abecasis, G., Bell, G.I., Blangero, J., Cox, N.J., Duggirala, R., Hanis, C.L., Seielstad, M., Wilson, J.G., Christensen, C., Brandslund, I., Rauramaa, R., Surdulescu, G.L., Doney, A.S., Lannfelt, L., Linneberg, A., Isomaa, B., Tuomi, T., Jørgensen, M.E., Jørgensen, T., Kuusisto, J., Uusitupa, M., Salomaa, V., Spector, T.D., Morris, A.D., Palmer, C.N., Collins, F.S., Mohlke, K.L., Bergman, R.N., Ingelsson, E., Lind, L., Tuomilehto, J., Hansen, T., Watanabe, R.M., Prokopenko, I., Dupuis, J., Karpe, F., Groop, L., Laakso, M., Pedersen, O., Florez, J.C, Morris, A.P., Altshuler, D., Meigs, J.B., Boehnke, M., McCarthy, M.I., Lindgren, C.M., Gloyn, A.L., T2D-GENES Consortium (), GoT2D Consortium (Hrabě de Angelis, M., Gieger, C., Grallert, H., Huth, C., Kriebel, J., Meisinger, C., Meitinger, T., Müller-Nurasyid, M., Peters, A., Ried, J.S., Strauch, K., and Strom, T.M.)

Subjects
Blood Glucose, Endocrinology and Diabetes, Polymorphism, Single Nucleotide, Glucagon-Like Peptide-1 Receptor, Diabetes Mellitus, Type 2, Gene Frequency, Glycemic Index, Glucose-6-Phosphatase, Receptors, Glucagon, Humans, Insulin, Exome, Medical Genetics, Research Article, Genome-Wide Association Study, Medicinsk genetik
Abstract

Genome wide association studies (GWAS) for fasting glucose (FG) and insulin (FI) have identified common variant signals which explain 4.8% and 1.2% of trait variance, respectively. It is hypothesized that low-frequency and rare variants could contribute substantially to unexplained genetic variance. To test this, we analyzed exome-array data from up to 33,231 non-diabetic individuals of European ancestry. We found exome-wide significant (P, Author Summary Understanding how FI and FG levels are regulated is important because their derangement is a feature of T2D. Despite recent success from GWAS in identifying regions of the genome influencing glycemic traits, collectively these loci explain only a small proportion of trait variance. Unlocking the biological mechanisms driving these associations has been challenging because the vast majority of variants map to non-coding sequence, and the genes through which they exert their impact are largely unknown. In the current study, we sought to increase our understanding of the physiological pathways influencing both traits using exome-array genotyping in up to 33,231 non-diabetic individuals to identify coding variants and consequently genes associated with either FG or FI levels. We identified novel association signals for both traits including the receptor for GLP-1 agonists which are a widely used therapy for T2D. Furthermore, we identified coding variants at several GWAS loci which point to the genes underlying these association signals. Importantly, we found that multiple coding variants in G6PC2 result in a loss of protein function and lower fasting glucose levels.

Published
2015

35. 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

36. Genome-wide meta-analyses of plasma renin activity and concentration reveal association with the Kininogen 1 and Prekallikrein genes

Author

Lieb, W., Chen, M.H., Teumer, A., de Boer, R.A., Lin, H., Fox, E.R., Musani, S.K., Wilson, J.G., Wang, T.J., Völzke, H., Petersen, A.K., Meisinger, C., Nauck, M., Schlesinger, S., Li, Y., Ménard, J., Hercberg, S., Wichmann, H.-E., Völker, U., Rawal, R., Bidlingmaier, M., Hannemann, A., Dörr, M., Rettig, R., van Gilst, W.H., van Veldhuisen, D.J., Bakker, S.J., Navis, G., Wallaschofski, H., Meneton, P., van der Harst, P., Reincke, M., Vasan, R.S., CKDGen Consortium (), ICBP Consortium (), EchoGen Consortium (), Cardiovascular Centre (CVC), Groningen Institute for Organ Transplantation (GIOT), Lifestyle Medicine (LM), Groningen Kidney Center (GKC), Vascular Ageing Programme (VAP), Value, Affordability and Sustainability (VALUE), Christian-Albrechts University of Kiel, National Institutes of Health [Bethesda] (NIH), King‘s College London, Boston University School of Medicine (BUSM), Boston University [Boston] (BU), University of Mississippi Medical Center (UMMC), Solvay Engineering Plastics, Institute for Community Medicine, Universität Greifswald - University of Greifswald, Klinikum der Universität [München], Institute of Clinical Chemistry and Laboratory Medicine, Heinrich Heine Universität Düsseldorf = Heinrich Heine University [Düsseldorf], Chengdu University of Technology (CDUT), CIC - HEGP (CIC 1418), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Européen Georges Pompidou [APHP] (HEGP), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpitaux Universitaires Paris Ouest - Hôpitaux Universitaires Île de France Ouest (HUPO)-Hôpitaux Universitaires Paris Ouest - Hôpitaux Universitaires Île de France Ouest (HUPO)-Université Paris Descartes - Paris 5 (UPD5)-Institut National de la Santé et de la Recherche Médicale (INSERM), Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS (U1153 / UMR_A_1125 / UMR_S_1153)), Institut National de la Recherche Agronomique (INRA)-Université Paris Diderot - Paris 7 (UPD7)-Université Paris Descartes - Paris 5 (UPD5)-Université Sorbonne Paris Cité (USPC)-Institut National de la Santé et de la Recherche Médicale (INSERM), Helmholtz Zentrum München = German Research Center for Environmental Health, Ludwig-Maximilians-Universität München (LMU), Technische Universität Munchen - Université Technique de Munich [Munich, Allemagne] (TUM), Interfaculty Institute for Genetics and Functional Genomics, Laboratoire d'Informatique Médicale et Ingénierie des Connaissances en e-Santé (LIMICS), and Université Paris 13 (UP13)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM)

Subjects
Kininogen 1, medicine.medical_specialty, Genome Wide Association Study, Aldosterone, Renin Angiotensin System, Population, CONVERTING ENZYME, Genome-wide association study, renin-angiotensin system, BLOOD-PRESSURE, Biology, Polymorphism, Single Nucleotide, Plasma renin activity, Article, [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL], DISEASE, ANGIOTENSIN-ALDOSTERONE SYSTEM, chemistry.chemical_compound, Quantitative Trait, Heritable, Internal medicine, Renin, Renin–angiotensin system, Genetics, medicine, Humans, education, Genetics (clinical), POPULATION, METABOLIC SYNDROME, education.field_of_study, aldosterone, genome-wide association study, HYPERTENSION, Kininogens, Prekallikrein, GS-ALPHA, CARDIAC STRUCTURE, Endocrinology, Blood pressure, chemistry, Cardiovascular Diseases, HEART, Kidney Diseases, Cardiology and Cardiovascular Medicine
Abstract

Background— The renin–angiotensin–aldosterone system (RAAS) is critical for regulation of blood pressure and fluid balance and influences cardiovascular remodeling. Dysregulation of the RAAS contributes to cardiovascular and renal morbidity. The genetic architecture of circulating RAAS components is incompletely understood. Methods and Results— We meta-analyzed genome-wide association data for plasma renin activity (n=5275), plasma renin concentrations (n=8014), and circulating aldosterone (n=13289) from ≤4 population-based cohorts of European and European-American ancestry, and assessed replication of the top results in an independent sample (n=6487). Single-nucleotide polymorphisms (SNPs) in 2 independent loci displayed associations with plasma renin activity at genome-wide significance ( P −8 ). A third locus was close to this threshold (rs4253311 in kallikrein B [KLKB1], P =5.5×10 −8 ). Two of these loci replicated in an independent sample for both plasma renin and aldosterone concentrations (SNP rs5030062 in kininogen 1 [KNG1]: P =0.001 for plasma renin, P =0.024 for plasma aldosterone concentration; and rs4253311 with P NEBL gene reached genome-wide significance for plasma renin concentration in the discovery sample (top SNP rs3915911; P =8.81×10 −9 ), but did not replicate ( P =0.81). No locus reached genome-wide significance for aldosterone. SNPs rs5030062 and rs4253311 were not related to blood pressure or renal traits; in a companion study, variants in the kallikrein B locus were associated with B-type natriuretic peptide concentrations in blacks. Conclusions— We identified 2 genetic loci ( kininogen 1 and kallikrein B ) influencing key components of the RAAS, consistent with the close interrelation between the kallikrein–kinin system and the RAAS.

Published
2015
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37. Meta-analysis of 49 549 individuals imputed with the 1000 Genomes Project reveals an exonic damaging variant in ANGPTL4 determining fasting TG levels

Author

Leeuwen, E.M. (Elisa) van, Sabo, A. (Aniko), Bis, J.C. (Joshua), Huffman, J.E. (Jennifer), Manichaikul, A. (Ani), Smith, A.V. (Davey), Feitosa, M.F. (Mary Furlan), Demissie, S. (Serkalem), Joshi, P.K. (Peter), Duan, Q. (Qing), Marten, J. (Jonathan), Klinken, J.B. (Jan Bert) van, Surakka, I. (Ida), Nolte, I.M. (Ilja), Zhang, W. (Weihua), Mbarek, H., Li-Gao, R. (Ruifang), Trompet, S. (Stella), Verweij, N. (Niek), Evangelou, E. (Evangelos), Lyytikäinen, L.-P. (Leo-Pekka), Tayo, B. (Bamidele), Deelen, J. (Joris), Most, P.J. (Peter) van der, Van Der Laan, S.W. (Sander W.), Arking, D.E. (Dan E.), Morrison, A. (Alanna), Dehghan, A. (Abbas), Franco, O.H. (Oscar), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Sijbrands, E.J.G. (Eric), Uitterlinden, A.G. (André), Mychaleckyj, J.C. (Josyf), Campbell, A. (Archie), Hocking, L.J. (Lynne), Padmanabhan, S. (Sandosh), Brody, J.A. (Jennifer A.), Rice, K.M. (Kenneth), White, C.C. (Charles), Harris, T.B. (Tamara), Isaacs, A.J. (Aaron), Campbell, H. (Harry), Lange, L.A. (Leslie), Rudan, I. (Igor), Kolcic, I. (Ivana), Navarro, P. (Pau), Zemunik, T. (Tatijana), Salomaa, V. (Veikko), Kooner, J.S. (Jaspal), Kooner, J.S. (Jaspal S.), Lehne, B. (Benjamin), Scott, W.R. (William R.), Tan, S.-T. (Sian-Tsung), Geus, E.J.C. (Eco) de, Milaneschi, Y. (Yuri), Penninx, B.W.J.H. (Brenda), Willemsen, G.A.H.M. (Gonneke), Mutsert, R. (Reneé) de, Ford, I. (Ian), Gansevoort, R.T. (Ron), Segura-Lepe, M.P. (Marcelo P.), Raitakari, O.T. (Olli T.), Viikari, J. (Jorma), Nikus, K. (Kjell), Forrester, T. (Terrence), McKenzie, C.A. (Colin), Craen, A.J. (Anton) de, de Ruijter, H.M. (Hester M.), Pasterkamp, G. (Gerard), Snieder, H. (Harold), Oldehinkel, A.J. (Albertine), Slagboom, P.E. (Eline), Cooper, R.S. (Richard S.), Kähönen, M. (Mika), Lehtimäki, T. (Terho), Elliott, P. (Paul), Harst, P. (Pim) van der, Jukema, J.W. (Jan Wouter), Mook-Kanamori, D.O. (Dennis), Boomsma, D.I. (Dorret), Chambers, J.C. (John C.), Swertz, M. (Morris), Ripatti, S. (Samuli), Willems van Dijk, J.A.P. (Ko), Vitart, V. (Veronique), Polasek, O. (Ozren), Hayward, C. (Caroline), Wilson, J.G. (James G.), Wilson, J.F. (James F), Gudnason, V. (Vilmundur), Rich, S.S. (Stephen), Psaty, B.M. (Bruce), Borecki, I.B. (Ingrid), Boerwinkle, E. (Eric), Rotter, J.I. (Jerome I.), Cupples, L.A. (Adrienne), Duijn, C.M. (Cornelia) van, Leeuwen, E.M. (Elisa) van, Sabo, A. (Aniko), Bis, J.C. (Joshua), Huffman, J.E. (Jennifer), Manichaikul, A. (Ani), Smith, A.V. (Davey), Feitosa, M.F. (Mary Furlan), Demissie, S. (Serkalem), Joshi, P.K. (Peter), Duan, Q. (Qing), Marten, J. (Jonathan), Klinken, J.B. (Jan Bert) van, Surakka, I. (Ida), Nolte, I.M. (Ilja), Zhang, W. (Weihua), Mbarek, H., Li-Gao, R. (Ruifang), Trompet, S. (Stella), Verweij, N. (Niek), Evangelou, E. (Evangelos), Lyytikäinen, L.-P. (Leo-Pekka), Tayo, B. (Bamidele), Deelen, J. (Joris), Most, P.J. (Peter) van der, Van Der Laan, S.W. (Sander W.), Arking, D.E. (Dan E.), Morrison, A. (Alanna), Dehghan, A. (Abbas), Franco, O.H. (Oscar), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Sijbrands, E.J.G. (Eric), Uitterlinden, A.G. (André), Mychaleckyj, J.C. (Josyf), Campbell, A. (Archie), Hocking, L.J. (Lynne), Padmanabhan, S. (Sandosh), Brody, J.A. (Jennifer A.), Rice, K.M. (Kenneth), White, C.C. (Charles), Harris, T.B. (Tamara), Isaacs, A.J. (Aaron), Campbell, H. (Harry), Lange, L.A. (Leslie), Rudan, I. (Igor), Kolcic, I. (Ivana), Navarro, P. (Pau), Zemunik, T. (Tatijana), Salomaa, V. (Veikko), Kooner, J.S. (Jaspal), Kooner, J.S. (Jaspal S.), Lehne, B. (Benjamin), Scott, W.R. (William R.), Tan, S.-T. (Sian-Tsung), Geus, E.J.C. (Eco) de, Milaneschi, Y. (Yuri), Penninx, B.W.J.H. (Brenda), Willemsen, G.A.H.M. (Gonneke), Mutsert, R. (Reneé) de, Ford, I. (Ian), Gansevoort, R.T. (Ron), Segura-Lepe, M.P. (Marcelo P.), Raitakari, O.T. (Olli T.), Viikari, J. (Jorma), Nikus, K. (Kjell), Forrester, T. (Terrence), McKenzie, C.A. (Colin), Craen, A.J. (Anton) de, de Ruijter, H.M. (Hester M.), Pasterkamp, G. (Gerard), Snieder, H. (Harold), Oldehinkel, A.J. (Albertine), Slagboom, P.E. (Eline), Cooper, R.S. (Richard S.), Kähönen, M. (Mika), Lehtimäki, T. (Terho), Elliott, P. (Paul), Harst, P. (Pim) van der, Jukema, J.W. (Jan Wouter), Mook-Kanamori, D.O. (Dennis), Boomsma, D.I. (Dorret), Chambers, J.C. (John C.), Swertz, M. (Morris), Ripatti, S. (Samuli), Willems van Dijk, J.A.P. (Ko), Vitart, V. (Veronique), Polasek, O. (Ozren), Hayward, C. (Caroline), Wilson, J.G. (James G.), Wilson, J.F. (James F), Gudnason, V. (Vilmundur), Rich, S.S. (Stephen), Psaty, B.M. (Bruce), Borecki, I.B. (Ingrid), Boerwinkle, E. (Eric), Rotter, J.I. (Jerome I.), Cupples, L.A. (Adrienne), and Duijn, C.M. (Cornelia) van

Abstract

Background So far, more than 170 loci have been associated with circulating lipid levels through genomewide association studies (GWAS). These associations are largely driven by common variants, their function is often not known, and many are likely to be markers for the causal variants. In this study we aimed to identify more new rare and low-frequency functional variants associated with circulating lipid levels. Methods We used the 1000 Genomes Project as a reference panel for the imputations of GWAS data from ~60 000 individuals in the discovery stage and ~90 000 samples in the replication stage. Results Our study resul

Published
2016
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38. Low-frequency and rare exome chip variants associate with fasting glucose and type 2 diabetes susceptibility

Author

Wessel, J. (Jennifer), Chu, A.Y. (Audrey Y), Willems, S.M. (Sara), Wang, S. (Shuai), Yaghootkar, H. (Hanieh), Brody, J.A. (Jennifer A.), Dauriz, M. (Marco), Hivert, M.-F. (Marie-France), Raghavan, S. (Sridharan), Lipovich, L. (Leonard), Hidalgo, B. (Bertha), Fox, K. (Keolu), Huffman, J.E. (Jennifer), An, P. (Ping), Lu, Y. (Yingchang), Rasmussen-Torvik, L.J. (Laura), Grarup, N. (Niels), Ehm, M.G. (Margaret G), L. Li, Baldridge, A.S. (Abigail S), Stancáková, A. (Alena), Abrol, R. (Ravinder), Besse, C. (Céline), Boland, A. (Anne), Bork-Jensen, J. (Jette), Fornage, M. (Myriam), Freitag, C.M. (Christine), Garcia, M. (Melissa), Guo, X. (Xiuqing), Hara, K. (Kazuo), Isaacs, A. (Aaron), Jakobsdottir, M. (Margret), Lange, L.A. (Leslie), Layton, J.C. (Jill C), Li, M. (Man), Zhao, J.H. (Jing Hua), Meidtner, K. (Karina), Morrison, A.C. (Alanna), Nalls, M.A. (Michael), Peters, M.J. (Marjolein), Sabater-Lleal, M. (Maria), Schurmann, C. (Claudia), Silveira, A. (Angela), Smith, A.V. (Davey), Southam, L. (Lorraine), Stoiber, M.H. (Marcus H), Strawbridge, R.J. (Rona), Taylor, K.D. (Kent), Varga, T.V. (Tibor V.), Allin, K.H. (Kristine H), Amin, N. (Najaf), Aponte, J.L. (Jennifer L), Aung, T. (Tin), Barbieri, C. (Caterina), Bihlmeyer, N.A. (Nathan A.), Boehnke, M. (Michael), Bombieri, C. (Cristina), Bowden, D.W. (Donald), Burns, S.M. (Sean M), Chen, Y. (Yuning), Chen, Y.-D. (Yii-Deri), Cheng, C-Y. (Ching-Yu), Correa, D.D., Czajkowski, J. (Jacek), Dehghan, A. (Abbas), Ehret, G.B. (Georg), Eiriksdottir, G. (Gudny), Escher, S.A. (Stefan A), Farmaki, A.-E. (Aliki-Eleni), Frånberg, M. (Mattias), Gambaro, G. (Giovanni), Giulianini, F. (Franco), Goddard, W.A. (William A), Goel, A. (Anuj), Gottesman, R.F. (Rebecca), Grove, M.L. (Megan), Gustafsson, S. (Stefan), Hai, Y. (Yang), Hallmans, G. (Göran), Heo, J. (Jiyoung), Hoffmann, P. (Per), Ikram, M.K. (Kamran), Jensen, R.A. (Richard), Jørgensen, M.E. (Marit), Jorgensen, T. (Torben), Karaleftheri, M. (Maria), Khor, C.C., Kirkpatrick, A. (Andrea), Kraja, A. (Aldi), Kuusisto, J. (Johanna), Lange, E.M. (Ethan), Lee, I.T., Lee, W.-J. (Wen-Jane), Leong, A. (Aaron), Liao, J. (Jie), Liu, C. (Chunyu), Liu, Y. (YongMei), Lindgren, C.M. (Cecilia), Linneberg, A. (Allan), Malerba, G. (Giovanni), Mamakou, V. (Vasiliki), Marouli, E. (Eirini), Maruthur, N.M. (Nisa M), Matchan, A. (Angela), McKean-Cowdin, R. (Roberta), McLeod, O. (Olga), Metcalf, G.A. (Ginger A.), Mohlke, K.L. (Karen), Muzny, D. (Donna), Ntalla, I. (Ioanna), Palmer, N.D. (Nicholette), Pasko, D. (Dorota), Peter, A. (Andreas), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rice, K.M. (Kenneth), Sala, C. (Cinzia), Sennblad, B. (Bengt), Serafetinidis, I. (Ioannis), Smith, J.A. (Jennifer A), Soranzo, N. (Nicole), Speliotes, E.K. (Elizabeth), Stahl, E.A. (Eli), Stirrups, K. (Kathy), Tentolouris, N. (Nikos), Thanopoulou, A. (Anastasia), Torres, M. (Mina), Traglia, M. (Michela), Tsafantakis, E. (Emmanouil), Javad, S. (Sundas), Yanek, L.R. (Lisa), Zengini, E. (Eleni), Becker, D.M. (Diane), Bis, J.C. (Joshua), Brown, J.B. (James B), Cupples, L.A. (Adrienne), Hansen, T. (T.), Ingelsson, E. (Erik), Karter, A.J. (Andrew J), Lorenzo, C. (Carlos), Mathias, J. (Jasmine), Norris, J.M. (Jill M), Peloso, G.M. (Gina), Sheu, W.H.-H. (Wayne H.-H.), Toniolo, D. (Daniela), Vaidya, D. (Dhananjay), Varma, R. (Rohit), Wagenknecht, L.E. (Lynne), Boeing, H. (Heiner), Bottinger, E.P. (Erwin P.), Dedoussis, G.V. (George), Deloukas, P. (Panagiotis), Ferrannini, E. (Ele), Franco, O.H. (Oscar), Franks, P.W. (Paul), Gibbs, R.A. (Richard A), Gudnason, V. (Vilmundur), Hamsten, A. (Anders), Harris, T.B. (Tamara), Hattersley, A.T. (Andrew), Hayward, C. (Caroline), Hofman, A. (Albert), Jansson, J.-H. (Jan-Håkan), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Levy, D. (Daniel), Oostra, B.A. (Ben), O'Donnell, C.J. (Christopher J.), O'Rahilly, S. (Stephen), Padmanabhan, S. (Sandosh), Pankow, J.S. (James), Polasek, O. (Ozren), Province, M.A. (Mike), Rich, S.S. (Stephen S.), Ridker, P.M. (Paul), Rudan, I. (Igor), Schulze, M.B. (Matthias B), Smith, B.H. (Blair), Uitterlinden, A.G. (André), Walker, M. (Mark), Watkins, H. (Hugh), Wong, T.Y. (Tien Yin), Zeggini, E. (Eleftheria), Laakso, M. (Markku), Borecki, I.B. (Ingrid), Chasman, D.I. (Daniel), Pedersen, O. (Oluf), Psaty, B.M. (Bruce), Shyong Tai, E., Duijn, C.M. (Cornelia) van, Wareham, N.J. (Nick), Waterworth, D.M. (Dawn), Boerwinkle, E.A. (Eric), Kao, W.H.L. (Wen), Florez, J.C. (Jose), Loos, R.J.F. (Ruth), Wilson, J.G. (James), Frayling, T.M. (Timothy M.), Siscovick, D.S. (David), Dupuis, J. (Josée), Rotter, J.I. (Jerome I.), Meigs, J.B. (James), Scott, R.A. (Robert), Goodarzi, M. (Mark), Wessel, J. (Jennifer), Chu, A.Y. (Audrey Y), Willems, S.M. (Sara), Wang, S. (Shuai), Yaghootkar, H. (Hanieh), Brody, J.A. (Jennifer A.), Dauriz, M. (Marco), Hivert, M.-F. (Marie-France), Raghavan, S. (Sridharan), Lipovich, L. (Leonard), Hidalgo, B. (Bertha), Fox, K. (Keolu), Huffman, J.E. (Jennifer), An, P. (Ping), Lu, Y. (Yingchang), Rasmussen-Torvik, L.J. (Laura), Grarup, N. (Niels), Ehm, M.G. (Margaret G), L. Li, Baldridge, A.S. (Abigail S), Stancáková, A. (Alena), Abrol, R. (Ravinder), Besse, C. (Céline), Boland, A. (Anne), Bork-Jensen, J. (Jette), Fornage, M. (Myriam), Freitag, C.M. (Christine), Garcia, M. (Melissa), Guo, X. (Xiuqing), Hara, K. (Kazuo), Isaacs, A. (Aaron), Jakobsdottir, M. (Margret), Lange, L.A. (Leslie), Layton, J.C. (Jill C), Li, M. (Man), Zhao, J.H. (Jing Hua), Meidtner, K. (Karina), Morrison, A.C. (Alanna), Nalls, M.A. (Michael), Peters, M.J. (Marjolein), Sabater-Lleal, M. (Maria), Schurmann, C. (Claudia), Silveira, A. (Angela), Smith, A.V. (Davey), Southam, L. (Lorraine), Stoiber, M.H. (Marcus H), Strawbridge, R.J. (Rona), Taylor, K.D. (Kent), Varga, T.V. (Tibor V.), Allin, K.H. (Kristine H), Amin, N. (Najaf), Aponte, J.L. (Jennifer L), Aung, T. (Tin), Barbieri, C. (Caterina), Bihlmeyer, N.A. (Nathan A.), Boehnke, M. (Michael), Bombieri, C. (Cristina), Bowden, D.W. (Donald), Burns, S.M. (Sean M), Chen, Y. (Yuning), Chen, Y.-D. (Yii-Deri), Cheng, C-Y. (Ching-Yu), Correa, D.D., Czajkowski, J. (Jacek), Dehghan, A. (Abbas), Ehret, G.B. (Georg), Eiriksdottir, G. (Gudny), Escher, S.A. (Stefan A), Farmaki, A.-E. (Aliki-Eleni), Frånberg, M. (Mattias), Gambaro, G. (Giovanni), Giulianini, F. (Franco), Goddard, W.A. (William A), Goel, A. (Anuj), Gottesman, R.F. (Rebecca), Grove, M.L. (Megan), Gustafsson, S. (Stefan), Hai, Y. (Yang), Hallmans, G. (Göran), Heo, J. (Jiyoung), Hoffmann, P. (Per), Ikram, M.K. (Kamran), Jensen, R.A. (Richard), Jørgensen, M.E. (Marit), Jorgensen, T. (Torben), Karaleftheri, M. (Maria), Khor, C.C., Kirkpatrick, A. (Andrea), Kraja, A. (Aldi), Kuusisto, J. (Johanna), Lange, E.M. (Ethan), Lee, I.T., Lee, W.-J. (Wen-Jane), Leong, A. (Aaron), Liao, J. (Jie), Liu, C. (Chunyu), Liu, Y. (YongMei), Lindgren, C.M. (Cecilia), Linneberg, A. (Allan), Malerba, G. (Giovanni), Mamakou, V. (Vasiliki), Marouli, E. (Eirini), Maruthur, N.M. (Nisa M), Matchan, A. (Angela), McKean-Cowdin, R. (Roberta), McLeod, O. (Olga), Metcalf, G.A. (Ginger A.), Mohlke, K.L. (Karen), Muzny, D. (Donna), Ntalla, I. (Ioanna), Palmer, N.D. (Nicholette), Pasko, D. (Dorota), Peter, A. (Andreas), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rice, K.M. (Kenneth), Sala, C. (Cinzia), Sennblad, B. (Bengt), Serafetinidis, I. (Ioannis), Smith, J.A. (Jennifer A), Soranzo, N. (Nicole), Speliotes, E.K. (Elizabeth), Stahl, E.A. (Eli), Stirrups, K. (Kathy), Tentolouris, N. (Nikos), Thanopoulou, A. (Anastasia), Torres, M. (Mina), Traglia, M. (Michela), Tsafantakis, E. (Emmanouil), Javad, S. (Sundas), Yanek, L.R. (Lisa), Zengini, E. (Eleni), Becker, D.M. (Diane), Bis, J.C. (Joshua), Brown, J.B. (James B), Cupples, L.A. (Adrienne), Hansen, T. (T.), Ingelsson, E. (Erik), Karter, A.J. (Andrew J), Lorenzo, C. (Carlos), Mathias, J. (Jasmine), Norris, J.M. (Jill M), Peloso, G.M. (Gina), Sheu, W.H.-H. (Wayne H.-H.), Toniolo, D. (Daniela), Vaidya, D. (Dhananjay), Varma, R. (Rohit), Wagenknecht, L.E. (Lynne), Boeing, H. (Heiner), Bottinger, E.P. (Erwin P.), Dedoussis, G.V. (George), Deloukas, P. (Panagiotis), Ferrannini, E. (Ele), Franco, O.H. (Oscar), Franks, P.W. (Paul), Gibbs, R.A. (Richard A), Gudnason, V. (Vilmundur), Hamsten, A. (Anders), Harris, T.B. (Tamara), Hattersley, A.T. (Andrew), Hayward, C. (Caroline), Hofman, A. (Albert), Jansson, J.-H. (Jan-Håkan), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Levy, D. (Daniel), Oostra, B.A. (Ben), O'Donnell, C.J. (Christopher J.), O'Rahilly, S. (Stephen), Padmanabhan, S. (Sandosh), Pankow, J.S. (James), Polasek, O. (Ozren), Province, M.A. (Mike), Rich, S.S. (Stephen S.), Ridker, P.M. (Paul), Rudan, I. (Igor), Schulze, M.B. (Matthias B), Smith, B.H. (Blair), Uitterlinden, A.G. (André), Walker, M. (Mark), Watkins, H. (Hugh), Wong, T.Y. (Tien Yin), Zeggini, E. (Eleftheria), Laakso, M. (Markku), Borecki, I.B. (Ingrid), Chasman, D.I. (Daniel), Pedersen, O. (Oluf), Psaty, B.M. (Bruce), Shyong Tai, E., Duijn, C.M. (Cornelia) van, Wareham, N.J. (Nick), Waterworth, D.M. (Dawn), Boerwinkle, E.A. (Eric), Kao, W.H.L. (Wen), Florez, J.C. (Jose), Loos, R.J.F. (Ruth), Wilson, J.G. (James), Frayling, T.M. (Timothy M.), Siscovick, D.S. (David), Dupuis, J. (Josée), Rotter, J.I. (Jerome I.), Meigs, J.B. (James), Scott, R.A. (Robert), and Goodarzi, M. (Mark)

Published
2015
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39. Directional dominance on stature and cognition in diverse human populations.

Author

BioBank Japan, Project, Joshi, P.K., Esko, T., Mattsson, H., Eklund, N., Gandin, I., Nutile, T., Jackson, A.U., Schurmann, C., Smith, A.V., Zhang, W., Okada, Y., Stančáková, A., Faul, J.D., Zhao, W., Bartz, T.M., Concas, M.P., Franceschini, N., Enroth, S., Vitart, V., Trompet, S., Guo, X., Chasman, D.I., O'Connel, J.R., Corre, T., Nongmaithem, S.S., Chen, Y., Mangino, M., Ruggiero, D., Traglia, M., Farmaki, A.E., Kacprowski, T., Bjonnes, A., van der Spek, A., Wu, Y., Giri, A.K., Yanek, L.R., Wang, L., Hofer, E., Rietveld, C.A., McLeod, O., Cornelis, M.C., Pattaro, C., Verweij, N., Baumbach, C., Abdellaoui, A., Warren, H.R., Vuckovic, D., Mei, H., Bouchard, C., Perry, J.R., Cappellani, S., Mirza, S.S., Benton, M.C., Broeckel, U., Medland, S.E., Lind, P.A., Malerba, G., Drong, A., Yengo, L., Bielak, L.F., Zhi, D., van der Most, P.J., Shriner, D., Mägi, R., Hemani, G., Karaderi, T., Wang, Z., Liu, T., Demuth, I., Zhao, J.H., Meng, W., Lataniotis, L., van der Laan, S.W., Bradfield, J.P., Wood, A.R., Bonnefond, A., Ahluwalia, T.S., Hall, L.M., Salvi, E., Yazar, S., Carstensen, L., de Haan, H.G., Abney, M., Afzal, U., Allison, M.A., Amin, N., Asselbergs, F.W., Bakker, S.J., Barr, R.G., Baumeister, S.E., Benjamin, D.J., Bergmann, S., Boerwinkle, E., Bottinger, E.P., Campbell, A., Chakravarti, A., Chan, Y., Chanock, S.J., Chen, C., Chen, Y.D., Collins, F.S., Connell, J., Correa, A., Cupples, L.A., Smith, G.D., Davies, G., Dörr, M., Ehret, G., Ellis, S.B., Feenstra, B., Feitosa, M.F., Ford, I., Fox, C.S., Frayling, T.M., Friedrich, N., Geller, F., Scotland, G., Gillham-Nasenya, I., Gottesman, O., Graff, M., Grodstein, F., Gu, C., Haley, C., Hammond, C.J., Harris, S.E., Harris, T.B., Hastie, N.D., Heard-Costa, N.L., Heikkilä, K., Hocking, L.J., Homuth, G., Hottenga, J.J., Huang, J., Huffman, J.E., Hysi, P.G., Ikram, M.A., Ingelsson, E., Joensuu, A., Johansson, Å., Jousilahti, P., Jukema, J.W., Kähönen, M., Kamatani, Y., Kanoni, S., Kerr, S.M., Khan, N.M., Koellinger, P., Koistinen, H.A., Kooner, M.K., Kubo, M., Kuusisto, J., Lahti, J., Launer, L.J., Lea, R.A., Lehne, B., Lehtimäki, T., Liewald, D.C., Lind, L., Loh, M., Lokki, M.L., London, S.J., Loomis, S.J., Loukola, A., Lu, Y., Lumley, T., Lundqvist, A., Männistö, S., Marques-Vidal, P., Masciullo, C., Matchan, A., Mathias, R.A., Matsuda, K., Meigs, J.B., Meisinger, C., Meitinger, T., Menni, C., Mentch, F.D., Mihailov, E., Milani, L., Montasser, M.E., Montgomery, G.W., Morrison, A., Myers, R.H., Nadukuru, R., Navarro, P., Nelis, M., Nieminen, M.S., Nolte, I.M., O'Connor, G.T., Ogunniyi, A., Padmanabhan, S., Palmas, W.R., Pankow, J.S., Patarcic, I., Pavani, F., Peyser, P.A., Pietilainen, K., Poulter, N., Prokopenko, I., Ralhan, S., Redmond, P., Rich, S.S., Rissanen, H., Robino, A., Rose, L.M., Rose, R., Sala, C., Salako, B., Salomaa, V., Sarin, A.P., Saxena, R., Schmidt, H., Scott, L.J., Scott, W.R., Sennblad, B., Seshadri, S., Sever, P., Shrestha, S., Smith, B.H., Smith, J.A., Soranzo, N., Sotoodehnia, N., Southam, L., Stanton, A.V., Stathopoulou, M.G., Strauch, K., Strawbridge, R.J., Suderman, M.J., Tandon, N., Tang, S.T., Taylor, K.D., Tayo, B.O., Töglhofer, A.M., Tomaszewski, M., T?ernikova N., Tuomilehto, J., Uitterlinden, A.G., Vaidya, D., van Hylckama Vlieg, A., van Setten, J., Vasankari, T., Vedantam, S., Vlachopoulou, E., Vozzi, D., Vuoksimaa, E., Waldenberger, M., Ware, E.B., Wentworth-Shields, W., Whitfield, J.B., Wild, S., Willemsen, G., Yajnik, C.S., Yao, J., Zaza, G., Zhu, X., Salem, R.M., Melbye, M., Bisgaard, H., Samani, N.J., Cusi, D., Mackey, D.A., Cooper, R.S., Froguel, P., Pasterkamp, G., Grant, S.F., Hakonarson, H., Ferrucci, L., Scott, R.A., Morris, A.D., Palmer, C.N., Dedoussis, G., Deloukas, P., Bertram, L., Lindenberger, U., Berndt, S.I., Lindgren, C.M., Timpson, N.J., Tönjes, A., Munroe, P.B., Sørensen, T.I., Rotimi, C.N., Arnett, D.K., Oldehinkel, A.J., Kardia, S.L., Balkau, B., Gambaro, G., Morris, A.P., Eriksson, J.G., Wright, M.J., Martin, N.G., Hunt, S.C., Starr, J.M., Deary, I.J., Griffiths, L.R., Tiemeier, H., Pirastu, N., Kaprio, J., Wareham, N.J., Pérusse, L., Wilson, J.G., Girotto, G., Caulfield, M.J., Raitakari, O., Boomsma, D.I., Gieger, C., van der Harst, P., Hicks, A.A., Kraft, P., Sinisalo, J., Knekt, P., Johannesson, M., Magnusson, P.K., Hamsten, A., Schmidt, R., Borecki, I.B., Vartiainen, E., Becker, D.M., Bharadwaj, D., Mohlke, K.L., Boehnke, M., van Duijn, C.M., Sanghera, D.K., Teumer, A., Zeggini, E., Metspalu, A., Gasparini, P., Ulivi, S., Ober, C., Toniolo, D., Rudan, I., Porteous, D.J., Ciullo, M., Spector, T.D., Hayward, C., Dupuis, J., Loos, R.J., Wright, A.F., Chandak, G.R., Vollenweider, P., Shuldiner, A.R., Ridker, P.M., Rotter, J.I., Sattar, N., Gyllensten, U., North, K.E., Pirastu, M., Psaty, B.M., Weir, D.R., Laakso, M., Gudnason, V., Takahashi, A., Chambers, J.C., Kooner, J.S., Strachan, D.P., Campbell, H., Hirschhorn, J.N., Perola, M., Pola?ek O., Wilson, J.F., BioBank Japan, Project, Joshi, P.K., Esko, T., Mattsson, H., Eklund, N., Gandin, I., Nutile, T., Jackson, A.U., Schurmann, C., Smith, A.V., Zhang, W., Okada, Y., Stančáková, A., Faul, J.D., Zhao, W., Bartz, T.M., Concas, M.P., Franceschini, N., Enroth, S., Vitart, V., Trompet, S., Guo, X., Chasman, D.I., O'Connel, J.R., Corre, T., Nongmaithem, S.S., Chen, Y., Mangino, M., Ruggiero, D., Traglia, M., Farmaki, A.E., Kacprowski, T., Bjonnes, A., van der Spek, A., Wu, Y., Giri, A.K., Yanek, L.R., Wang, L., Hofer, E., Rietveld, C.A., McLeod, O., Cornelis, M.C., Pattaro, C., Verweij, N., Baumbach, C., Abdellaoui, A., Warren, H.R., Vuckovic, D., Mei, H., Bouchard, C., Perry, J.R., Cappellani, S., Mirza, S.S., Benton, M.C., Broeckel, U., Medland, S.E., Lind, P.A., Malerba, G., Drong, A., Yengo, L., Bielak, L.F., Zhi, D., van der Most, P.J., Shriner, D., Mägi, R., Hemani, G., Karaderi, T., Wang, Z., Liu, T., Demuth, I., Zhao, J.H., Meng, W., Lataniotis, L., van der Laan, S.W., Bradfield, J.P., Wood, A.R., Bonnefond, A., Ahluwalia, T.S., Hall, L.M., Salvi, E., Yazar, S., Carstensen, L., de Haan, H.G., Abney, M., Afzal, U., Allison, M.A., Amin, N., Asselbergs, F.W., Bakker, S.J., Barr, R.G., Baumeister, S.E., Benjamin, D.J., Bergmann, S., Boerwinkle, E., Bottinger, E.P., Campbell, A., Chakravarti, A., Chan, Y., Chanock, S.J., Chen, C., Chen, Y.D., Collins, F.S., Connell, J., Correa, A., Cupples, L.A., Smith, G.D., Davies, G., Dörr, M., Ehret, G., Ellis, S.B., Feenstra, B., Feitosa, M.F., Ford, I., Fox, C.S., Frayling, T.M., Friedrich, N., Geller, F., Scotland, G., Gillham-Nasenya, I., Gottesman, O., Graff, M., Grodstein, F., Gu, C., Haley, C., Hammond, C.J., Harris, S.E., Harris, T.B., Hastie, N.D., Heard-Costa, N.L., Heikkilä, K., Hocking, L.J., Homuth, G., Hottenga, J.J., Huang, J., Huffman, J.E., Hysi, P.G., Ikram, M.A., Ingelsson, E., Joensuu, A., Johansson, Å., Jousilahti, P., Jukema, J.W., Kähönen, M., Kamatani, Y., Kanoni, S., Kerr, S.M., Khan, N.M., Koellinger, P., Koistinen, H.A., Kooner, M.K., Kubo, M., Kuusisto, J., Lahti, J., Launer, L.J., Lea, R.A., Lehne, B., Lehtimäki, T., Liewald, D.C., Lind, L., Loh, M., Lokki, M.L., London, S.J., Loomis, S.J., Loukola, A., Lu, Y., Lumley, T., Lundqvist, A., Männistö, S., Marques-Vidal, P., Masciullo, C., Matchan, A., Mathias, R.A., Matsuda, K., Meigs, J.B., Meisinger, C., Meitinger, T., Menni, C., Mentch, F.D., Mihailov, E., Milani, L., Montasser, M.E., Montgomery, G.W., Morrison, A., Myers, R.H., Nadukuru, R., Navarro, P., Nelis, M., Nieminen, M.S., Nolte, I.M., O'Connor, G.T., Ogunniyi, A., Padmanabhan, S., Palmas, W.R., Pankow, J.S., Patarcic, I., Pavani, F., Peyser, P.A., Pietilainen, K., Poulter, N., Prokopenko, I., Ralhan, S., Redmond, P., Rich, S.S., Rissanen, H., Robino, A., Rose, L.M., Rose, R., Sala, C., Salako, B., Salomaa, V., Sarin, A.P., Saxena, R., Schmidt, H., Scott, L.J., Scott, W.R., Sennblad, B., Seshadri, S., Sever, P., Shrestha, S., Smith, B.H., Smith, J.A., Soranzo, N., Sotoodehnia, N., Southam, L., Stanton, A.V., Stathopoulou, M.G., Strauch, K., Strawbridge, R.J., Suderman, M.J., Tandon, N., Tang, S.T., Taylor, K.D., Tayo, B.O., Töglhofer, A.M., Tomaszewski, M., T?ernikova N., Tuomilehto, J., Uitterlinden, A.G., Vaidya, D., van Hylckama Vlieg, A., van Setten, J., Vasankari, T., Vedantam, S., Vlachopoulou, E., Vozzi, D., Vuoksimaa, E., Waldenberger, M., Ware, E.B., Wentworth-Shields, W., Whitfield, J.B., Wild, S., Willemsen, G., Yajnik, C.S., Yao, J., Zaza, G., Zhu, X., Salem, R.M., Melbye, M., Bisgaard, H., Samani, N.J., Cusi, D., Mackey, D.A., Cooper, R.S., Froguel, P., Pasterkamp, G., Grant, S.F., Hakonarson, H., Ferrucci, L., Scott, R.A., Morris, A.D., Palmer, C.N., Dedoussis, G., Deloukas, P., Bertram, L., Lindenberger, U., Berndt, S.I., Lindgren, C.M., Timpson, N.J., Tönjes, A., Munroe, P.B., Sørensen, T.I., Rotimi, C.N., Arnett, D.K., Oldehinkel, A.J., Kardia, S.L., Balkau, B., Gambaro, G., Morris, A.P., Eriksson, J.G., Wright, M.J., Martin, N.G., Hunt, S.C., Starr, J.M., Deary, I.J., Griffiths, L.R., Tiemeier, H., Pirastu, N., Kaprio, J., Wareham, N.J., Pérusse, L., Wilson, J.G., Girotto, G., Caulfield, M.J., Raitakari, O., Boomsma, D.I., Gieger, C., van der Harst, P., Hicks, A.A., Kraft, P., Sinisalo, J., Knekt, P., Johannesson, M., Magnusson, P.K., Hamsten, A., Schmidt, R., Borecki, I.B., Vartiainen, E., Becker, D.M., Bharadwaj, D., Mohlke, K.L., Boehnke, M., van Duijn, C.M., Sanghera, D.K., Teumer, A., Zeggini, E., Metspalu, A., Gasparini, P., Ulivi, S., Ober, C., Toniolo, D., Rudan, I., Porteous, D.J., Ciullo, M., Spector, T.D., Hayward, C., Dupuis, J., Loos, R.J., Wright, A.F., Chandak, G.R., Vollenweider, P., Shuldiner, A.R., Ridker, P.M., Rotter, J.I., Sattar, N., Gyllensten, U., North, K.E., Pirastu, M., Psaty, B.M., Weir, D.R., Laakso, M., Gudnason, V., Takahashi, A., Chambers, J.C., Kooner, J.S., Strachan, D.P., Campbell, H., Hirschhorn, J.N., Perola, M., Pola?ek O., and Wilson, J.F.

Abstract

Homozygosity has long been associated with rare, often devastating, Mendelian disorders, and Darwin was one of the first to recognize that inbreeding reduces evolutionary fitness. However, the effect of the more distant parental relatedness that is common in modern human populations is less well understood. Genomic data now allow us to investigate the effects of homozygosity on traits of public health importance by observing contiguous homozygous segments (runs of homozygosity), which are inferred to be homozygous along their complete length. Given the low levels of genome-wide homozygosity prevalent in most human populations, information is required on very large numbers of people to provide sufficient power. Here we use runs of homozygosity to study 16 health-related quantitative traits in 354,224 individuals from 102 cohorts, and find statistically significant associations between summed runs of homozygosity and four complex traits: height, forced expiratory lung volume in one second, general cognitive ability and educational attainment (P < 1 × 10(-300), 2.1 × 10(-6), 2.5 × 10(-10) and 1.8 × 10(-10), respectively). In each case, increased homozygosity was associated with decreased trait value, equivalent to the offspring of first cousins being 1.2 cm shorter and having 10 months' less education. Similar effect sizes were found across four continental groups and populations with different degrees of genome-wide homozygosity, providing evidence that homozygosity, rather than confounding, directly contributes to phenotypic variance. Contrary to earlier reports in substantially smaller samples, no evidence was seen of an influence of genome-wide homozygosity on blood pressure and low density lipoprotein cholesterol, or ten other cardio-metabolic traits. Since directional dominance is predicted for traits under directional evolutionary selection, this study provides evidence that increased stature and cognitive function have been positively selected in human evolu

Published
2015

40. Directional dominance on stature and cognition in diverse human populations

Author

Joshi, P.K. (Peter), Esko, T. (Tõnu), Mattsson, H. (Hannele), Eklund, N. (Niina), Gandin, I. (Ilaria), Nutile, T., Jackson, A.U. (Anne), Schurmann, C. (Claudia), Smith, A.V. (Davey), Zhang, W. (Weihua), Okada, Y. (Yukinori), Stancáková, A. (Alena), Faul, J.D. (Jessica D.), Zhao, W. (Wei), Bartz, T.M. (Traci M.), Concas, M.P. (Maria Pina), Franceschini, N. (Nora), Enroth, S. (Stefan), Vitart, V. (Veronique), Trompet, S. (Stella), Guo, X. (Xiuqing), Chasman, D.I. (Daniel), O'Connel, J.R. (Jeffrey R.), Corre, T. (Tanguy), Nongmaithem, S.S. (Suraj S.), Chen, Y. (Yuning), Mangino, M. (Massimo), Ruggiero, D., Traglia, M. (Michela), Farmaki, A.-E. (Aliki-Eleni), Kacprowski, T. (Tim), Bjonnes, A. (Andrew), Spek, A. (Ashley) van der, Wu, Y. (Ying), Giri, A.K. (Anil K.), Yanek, L.R. (Lisa), Wang, L. (Lihua), Hofer, E. (Edith), Rietveld, C.A. (Niels), McLeod, O. (Olga), Cornelis, M. (Marilyn), Pattaro, C. (Cristian), Verweij, N. (Niek), Baumbach, C. (Clemens), Abdellaoui, A. (Abdel), Warren, H. (Helen), Vuckovic, D. (Dragana), Mei, H. (Hao), Bouchard, C. (Claude), Perry, J.R.B. (John), Cappellani, S. (Stefania), Mirza, S.S. (Saira), Benton, M.C. (Miles C.), Broeckel, U. (Ulrich), Medland, S.E. (Sarah), Lind, P.A. (Penelope), Malerba, G. (Giovanni), Drong, A. (Alexander), Yengo, L. (Loic), Bielak, L.F. (Lawrence F.), Zhi, D. (Degui), Most, P.J. (Peter) van der, Shriner, D. (Daniel), Mägi, R. (Reedik), Hemani, G., Karaderi, T. (Tugce), Wang, Z. (Zhaoming), Liu, T. (Tian), Demuth, I. (Ilja), Zhao, J.H. (Jing Hua), Meng, W. (Weihua), Lataniotis, L. (Lazaros), Van Der Laan, S.W. (Sander W.), Bradfield, J.P. (Jonathan), Wood, A.R. (Andrew), Bonnefond, A. (Amélie), Ahluwalia, T.S. (Tarunveer Singh), Hall, L.M. (Leanne M.), Salvi, E. (Erika), Yazar, S. (Seyhan), Carstensen, L. (Lisbeth), Haan, H.G. (Hugoline) de, Abney, M. (Mark), Afzal, U. (Uzma), Allison, M.A. (Matthew), Amin, N. (Najaf), Asselbergs, F.W. (Folkert W.), Bakker, S.J.L. (Stephan), Barr, R.G. (Graham), Baumeister, S.E. (Sebastian), Benjamin, D.J. (Daniel J.), Bergmann, S. (Sven), Boerwinkle, E.A. (Eric), Bottinger, E.P. (Erwin P.), Campbell, A. (Archie), Chakravarti, A. (Aravinda), Chan, Y. (Yingleong), Chanock, S.J. (Stephen), Chen, C. (Constance), Chen, Y.-D.I. (Y.-D. Ida), Collins, F.S. (Francis), Connell, J. (John), Correa, A. (Adolfo), Cupples, L.A. (Adrienne), Davies, G. (Gail), Dörr, M. (Marcus), Ehret, G.B. (Georg), Ellis, S.B. (Stephen B.), Feenstra, B. (Bjarke), Feitosa, M.F. (Mary Furlan), Ford, I., Fox, C.S. (Caroline), Frayling, T.M. (Timothy), Friedrich, N. (Nele), Geller, F. (Frank), Scotland, G. (Generation), Gillham-Nasenya, I. (Irina), Gottesman, R.F. (Rebecca), Graff, M.J. (Maud J.L.), Grodstein, F. (Francine), Gu, C. (Charles), Haley, C. (Chris), Hammond, C.J. (Christopher), Harris, S.E. (Sarah), Harris, T.B. (Tamara), Hastie, N. (Nick), Heard-Costa, N.L. (Nancy), Heikkilä, K. (Kauko), Hocking, L.J. (Lynne), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Huffman, J.E. (Jennifer), Hysi, P.G. (Pirro), Ikram, M.A. (Arfan), Ingelsson, E. (Erik), Joensuu, A. (Anni), Johansson, A. (Åsa), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Kähönen, M. (Mika), Kamatani, Y. (Yoichiro), Kanoni, S. (Stavroula), Kerr, S.M. (Shona), Khan, N.M. (Nazir M.), Koellinger, Ph.D. (Philipp), Koistinen, H.A. (Heikki A.), Kooner, M.K. (Manraj K.), Kubo, M. (Michiaki), Kuusisto, J. (Johanna), Lahti, J. (Jari), Launer, L.J. (Lenore), Lea, R.A. (Rodney A.), Lehne, B. (Benjamin), Lehtimäki, T. (Terho), Liewald, D.C.M. (David), Lind, L. (Lars), Loh, M. (Marie), Lokki, M.L., London, S.J. (Stephanie J.), Loomis, S.J. (Stephanie J.), Loukola, A. (Anu), Lu, Y. (Yingchang), Lumley, T. (Thomas), Lundqvist, A. (Annamari), Männistö, S. (Satu), Marques-Vidal, P. (Pedro), Masciullo, C. (Corrado), Matchan, A. (Angela), Mathias, J. (Jasmine), Matsuda, K. (Koichi), Meigs, J.B. (James), Meisinger, C. (Christa), Meitinger, T. (Thomas), Menni, C. (Cristina), Mentch, F.D. (Frank), Mihailov, E. (Evelin), Milani, L. (Lili), Montasser, M.E. (May E.), Montgomery, G.W. (Grant), Morrison, A.C. (Alanna), Myers, R.H. (Richard), Nadukuru, R. (Rajiv), Navarro, P. (Pau), Nalis, M. (Mari), Nieminen, M.S. (Markku S.), Nolte, I.M. (Ilja M.), O'Connor, G.T. (George), Ogunniyi, A. (Adesola), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Pankow, J.S. (James), Patarcic, I. (Inga), Pavani, F. (Francesca), Peyser, P.A. (Patricia A.), Pietilainen, K.H. (Kirsi Hannele), Poulter, N.R. (Neil), Prokopenko, I. (Inga), Ralhan, S. (Sarju), Redmond, P. (Paul), Rich, S.S. (Stephen S.), Rissanen, H. (Harri), Robino, A. (Antonietta), Rose, L.M. (Lynda M.), Rose, R.J. (Richard J.), Sala, C. (Cinzia), Salako, B. (Babatunde), Salomaa, V. (Veikko), Sarin, A.-P., Saxena, R. (Richa), Schmidt, R. (Reinhold), Scott, L.J. (Laura), Scott, W.R. (William R.), Sennblad, B. (Bengt), Seshadri, S. (Sudha), Sever, P. (Peter), Shrestha, S. (Smeeta), Smith, B.H. (Blair), Smith, J.A. (Jennifer A), Soranzo, N. (Nicole), Sotoodehnia, N. (Nona), Southam, L. (Lorraine), Stanton, A. (Alice), Stathopoulou, M.G. (Maria G), Strauch, K. (Konstantin), Strawbridge, R.J. (Rona), Suderman, M.J. (Matthew J.), Tandon, N. (Nikhil), Tang, S.-T. (Sian-Tsun), Taylor, K.D. (Kent D.), Tayo, B. (Bamidele), Töglhofer, A.M. (Anna Maria), Tomaszewski, M. (Maciej), Tsernikova, N. (Natalia), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Vaidya, D. (Dhananjay), Hylckama Vlieg, A. (Astrid) van, Setten, J. (Jessica) van, Vasankari, T. (Tuula), Vedantam, S. (Sailaja), Vlachopoulou, E. (Efthymia), Vozzi, D. (Diego), Vuoksimaa, E. (Eero), Waldenberger, M. (Melanie), Ware, E.B. (Erin B.), Wentworth-Shields, W. (William), Whitfield, J. (John), Wild, S. (Sarah), Willemsen, G.A.H.M. (Gonneke), Yajnik, C.S. (Chittaranjan S.), Yao, J. (Jie), Zaza, G. (Gianluigi), Zhu, X. (Xiaofeng), Salem, R.M. (Rany), Melbye, M. (Mads), Bisgaard, H. (Hans), Samani, N.J. (Nilesh), Cusi, D. (Daniele), Mackey, D.A. (David A.), Cooper, R.S. (Richard S.), Froguel, P. (Philippe), Pasterkamp, G. (Gerard), Grant, S.F.A. (Struan F.A.), Hakonarson, H. (Hakon), Ferrucci, L. (Luigi), Scott, R.A. (Robert), Morris, A.D. (Andrew), Palmer, C.N.A. (Colin), Dedoussis, G.V. (George V.), Deloukas, P. (Panagiotis), Bertram, L. (Lars), Lindenberger, U. (Ulman), Berndt, S.I. (Sonja), Lindgren, C.M. (Cecilia), Timpson, N.J. (Nicholas), Tönjes, A. (Anke), Munroe, P. (Patricia), Sørensen, T.I.A. (Thorkild I.A.), Rotimi, C. (Charles), Arnett, D.K. (Donna), Oldehinkel, A.J. (Albertine), Kardia, S.L.R. (Sharon), Balkau, B. (Beverley), Gambaro, G. (Giovanni), Morris, A.P. (Andrew), Eriksson, J.G. (Johan G.), Wright, M.J. (Margaret), Martin, N.G. (Nicholas), Hunt, S.C. (Steven), Starr, J.M. (John), Deary, I.J. (Ian), Griffiths, L.R. (Lyn R.), Tiemeier, H.W. (Henning), Pirastu, N. (Nicola), Kaprio, J. (Jaakko), Wareham, N.J. (Nick), Perusse, L. (Louis), Wilson, J.G. (James), Girotto, S., Caulfield, M. (Mark), Raitakari, O.T. (Olli T.), Boomsma, D.I. (Dorret), Gieger, C. (Christian), van der Harst, P., Hicks, A.A. (Andrew), Kraft, P. (Peter), Sinisalo, J. (Juha), Knekt, P., Johannesson, M. (Magnus), Magnusson, P.K.E. (Patrik K. E.), Hamsten, A. (Anders), Borecki, I.B. (Ingrid), Vartiainen, E. (Erkki), Becker, D.M. (Diane), Bharadwaj, D. (Dwaipayan), Mohlke, K.L. (Karen), Boehnke, M. (Michael), Duijn, C.M. (Cornelia) van, Sanghera, D.K. (Dharambir), Teumer, A. (Alexander), Zeggini, E. (Eleftheria), Metspalu, A. (Andres), Gasparini, P. (Paolo), Ulivi, S. (Shelia), Ober, C. (Carole), Toniolo, D. (Daniela), Rudan, I. (Igor), Porteous, D.J. (David J.), Ciullo, M., Spector, T.D. (Timothy), Hayward, C. (Caroline), Dupuis, J. (Josée), Loos, R.J.F. (Ruth), Wright, A. (Alan), Chandak, G.R. (Giriraj), Vollenweider, P. (Peter), Shuldiner, A.R. (Alan), Ridker, P.M. (Paul), Rotter, J.I. (Jerome I.), Sattar, N. (Naveed), Gyllensten, U. (Ulf), North, K.E. (Kari), Pirastu, M. (Mario), Psaty, B.M. (Bruce), Weir, D.R. (David), Laakso, M. (Markku), Gudnason, V. (Vilmundur), Takahashi, A. (Atsushi), Chambers, J.C. (John C.), Kooner, J.S. (Jaspal S.), Strachan, D.P. (David P.), Campbell, H. (Harry), Hirschhorn, J.N. (Joel N.), Perola, M. (Markus), Polasek, O. (Ozren), Wilson, J.F. (James), Joshi, P.K. (Peter), Esko, T. (Tõnu), Mattsson, H. (Hannele), Eklund, N. (Niina), Gandin, I. (Ilaria), Nutile, T., Jackson, A.U. (Anne), Schurmann, C. (Claudia), Smith, A.V. (Davey), Zhang, W. (Weihua), Okada, Y. (Yukinori), Stancáková, A. (Alena), Faul, J.D. (Jessica D.), Zhao, W. (Wei), Bartz, T.M. (Traci M.), Concas, M.P. (Maria Pina), Franceschini, N. (Nora), Enroth, S. (Stefan), Vitart, V. (Veronique), Trompet, S. (Stella), Guo, X. (Xiuqing), Chasman, D.I. (Daniel), O'Connel, J.R. (Jeffrey R.), Corre, T. (Tanguy), Nongmaithem, S.S. (Suraj S.), Chen, Y. (Yuning), Mangino, M. (Massimo), Ruggiero, D., Traglia, M. (Michela), Farmaki, A.-E. (Aliki-Eleni), Kacprowski, T. (Tim), Bjonnes, A. (Andrew), Spek, A. (Ashley) van der, Wu, Y. (Ying), Giri, A.K. (Anil K.), Yanek, L.R. (Lisa), Wang, L. (Lihua), Hofer, E. (Edith), Rietveld, C.A. (Niels), McLeod, O. (Olga), Cornelis, M. (Marilyn), Pattaro, C. (Cristian), Verweij, N. (Niek), Baumbach, C. (Clemens), Abdellaoui, A. (Abdel), Warren, H. (Helen), Vuckovic, D. (Dragana), Mei, H. (Hao), Bouchard, C. (Claude), Perry, J.R.B. (John), Cappellani, S. (Stefania), Mirza, S.S. (Saira), Benton, M.C. (Miles C.), Broeckel, U. (Ulrich), Medland, S.E. (Sarah), Lind, P.A. (Penelope), Malerba, G. (Giovanni), Drong, A. (Alexander), Yengo, L. (Loic), Bielak, L.F. (Lawrence F.), Zhi, D. (Degui), Most, P.J. (Peter) van der, Shriner, D. (Daniel), Mägi, R. (Reedik), Hemani, G., Karaderi, T. (Tugce), Wang, Z. (Zhaoming), Liu, T. (Tian), Demuth, I. (Ilja), Zhao, J.H. (Jing Hua), Meng, W. (Weihua), Lataniotis, L. (Lazaros), Van Der Laan, S.W. (Sander W.), Bradfield, J.P. (Jonathan), Wood, A.R. (Andrew), Bonnefond, A. (Amélie), Ahluwalia, T.S. (Tarunveer Singh), Hall, L.M. (Leanne M.), Salvi, E. (Erika), Yazar, S. (Seyhan), Carstensen, L. (Lisbeth), Haan, H.G. (Hugoline) de, Abney, M. (Mark), Afzal, U. (Uzma), Allison, M.A. (Matthew), Amin, N. (Najaf), Asselbergs, F.W. (Folkert W.), Bakker, S.J.L. (Stephan), Barr, R.G. (Graham), Baumeister, S.E. (Sebastian), Benjamin, D.J. (Daniel J.), Bergmann, S. (Sven), Boerwinkle, E.A. (Eric), Bottinger, E.P. (Erwin P.), Campbell, A. (Archie), Chakravarti, A. (Aravinda), Chan, Y. (Yingleong), Chanock, S.J. (Stephen), Chen, C. (Constance), Chen, Y.-D.I. (Y.-D. Ida), Collins, F.S. (Francis), Connell, J. (John), Correa, A. (Adolfo), Cupples, L.A. (Adrienne), Davies, G. (Gail), Dörr, M. (Marcus), Ehret, G.B. (Georg), Ellis, S.B. (Stephen B.), Feenstra, B. (Bjarke), Feitosa, M.F. (Mary Furlan), Ford, I., Fox, C.S. (Caroline), Frayling, T.M. (Timothy), Friedrich, N. (Nele), Geller, F. (Frank), Scotland, G. (Generation), Gillham-Nasenya, I. (Irina), Gottesman, R.F. (Rebecca), Graff, M.J. (Maud J.L.), Grodstein, F. (Francine), Gu, C. (Charles), Haley, C. (Chris), Hammond, C.J. (Christopher), Harris, S.E. (Sarah), Harris, T.B. (Tamara), Hastie, N. (Nick), Heard-Costa, N.L. (Nancy), Heikkilä, K. (Kauko), Hocking, L.J. (Lynne), Homuth, G. (Georg), Hottenga, J.J. (Jouke Jan), Huang, J. (Jian), Huffman, J.E. (Jennifer), Hysi, P.G. (Pirro), Ikram, M.A. (Arfan), Ingelsson, E. (Erik), Joensuu, A. (Anni), Johansson, A. (Åsa), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Kähönen, M. (Mika), Kamatani, Y. (Yoichiro), Kanoni, S. (Stavroula), Kerr, S.M. (Shona), Khan, N.M. (Nazir M.), Koellinger, Ph.D. (Philipp), Koistinen, H.A. (Heikki A.), Kooner, M.K. (Manraj K.), Kubo, M. (Michiaki), Kuusisto, J. (Johanna), Lahti, J. (Jari), Launer, L.J. (Lenore), Lea, R.A. (Rodney A.), Lehne, B. (Benjamin), Lehtimäki, T. (Terho), Liewald, D.C.M. (David), Lind, L. (Lars), Loh, M. (Marie), Lokki, M.L., London, S.J. (Stephanie J.), Loomis, S.J. (Stephanie J.), Loukola, A. (Anu), Lu, Y. (Yingchang), Lumley, T. (Thomas), Lundqvist, A. (Annamari), Männistö, S. (Satu), Marques-Vidal, P. (Pedro), Masciullo, C. (Corrado), Matchan, A. (Angela), Mathias, J. (Jasmine), Matsuda, K. (Koichi), Meigs, J.B. (James), Meisinger, C. (Christa), Meitinger, T. (Thomas), Menni, C. (Cristina), Mentch, F.D. (Frank), Mihailov, E. (Evelin), Milani, L. (Lili), Montasser, M.E. (May E.), Montgomery, G.W. (Grant), Morrison, A.C. (Alanna), Myers, R.H. (Richard), Nadukuru, R. (Rajiv), Navarro, P. (Pau), Nalis, M. (Mari), Nieminen, M.S. (Markku S.), Nolte, I.M. (Ilja M.), O'Connor, G.T. (George), Ogunniyi, A. (Adesola), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Pankow, J.S. (James), Patarcic, I. (Inga), Pavani, F. (Francesca), Peyser, P.A. (Patricia A.), Pietilainen, K.H. (Kirsi Hannele), Poulter, N.R. (Neil), Prokopenko, I. (Inga), Ralhan, S. (Sarju), Redmond, P. (Paul), Rich, S.S. (Stephen S.), Rissanen, H. (Harri), Robino, A. (Antonietta), Rose, L.M. (Lynda M.), Rose, R.J. (Richard J.), Sala, C. (Cinzia), Salako, B. (Babatunde), Salomaa, V. (Veikko), Sarin, A.-P., Saxena, R. (Richa), Schmidt, R. (Reinhold), Scott, L.J. (Laura), Scott, W.R. (William R.), Sennblad, B. (Bengt), Seshadri, S. (Sudha), Sever, P. (Peter), Shrestha, S. (Smeeta), Smith, B.H. (Blair), Smith, J.A. (Jennifer A), Soranzo, N. (Nicole), Sotoodehnia, N. (Nona), Southam, L. (Lorraine), Stanton, A. (Alice), Stathopoulou, M.G. (Maria G), Strauch, K. (Konstantin), Strawbridge, R.J. (Rona), Suderman, M.J. (Matthew J.), Tandon, N. (Nikhil), Tang, S.-T. (Sian-Tsun), Taylor, K.D. (Kent D.), Tayo, B. (Bamidele), Töglhofer, A.M. (Anna Maria), Tomaszewski, M. (Maciej), Tsernikova, N. (Natalia), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Vaidya, D. (Dhananjay), Hylckama Vlieg, A. (Astrid) van, Setten, J. (Jessica) van, Vasankari, T. (Tuula), Vedantam, S. (Sailaja), Vlachopoulou, E. (Efthymia), Vozzi, D. (Diego), Vuoksimaa, E. (Eero), Waldenberger, M. (Melanie), Ware, E.B. (Erin B.), Wentworth-Shields, W. (William), Whitfield, J. (John), Wild, S. (Sarah), Willemsen, G.A.H.M. (Gonneke), Yajnik, C.S. (Chittaranjan S.), Yao, J. (Jie), Zaza, G. (Gianluigi), Zhu, X. (Xiaofeng), Salem, R.M. (Rany), Melbye, M. (Mads), Bisgaard, H. (Hans), Samani, N.J. (Nilesh), Cusi, D. (Daniele), Mackey, D.A. (David A.), Cooper, R.S. (Richard S.), Froguel, P. (Philippe), Pasterkamp, G. (Gerard), Grant, S.F.A. (Struan F.A.), Hakonarson, H. (Hakon), Ferrucci, L. (Luigi), Scott, R.A. (Robert), Morris, A.D. (Andrew), Palmer, C.N.A. (Colin), Dedoussis, G.V. (George V.), Deloukas, P. (Panagiotis), Bertram, L. (Lars), Lindenberger, U. (Ulman), Berndt, S.I. (Sonja), Lindgren, C.M. (Cecilia), Timpson, N.J. (Nicholas), Tönjes, A. (Anke), Munroe, P. (Patricia), Sørensen, T.I.A. (Thorkild I.A.), Rotimi, C. (Charles), Arnett, D.K. (Donna), Oldehinkel, A.J. (Albertine), Kardia, S.L.R. (Sharon), Balkau, B. (Beverley), Gambaro, G. (Giovanni), Morris, A.P. (Andrew), Eriksson, J.G. (Johan G.), Wright, M.J. (Margaret), Martin, N.G. (Nicholas), Hunt, S.C. (Steven), Starr, J.M. (John), Deary, I.J. (Ian), Griffiths, L.R. (Lyn R.), Tiemeier, H.W. (Henning), Pirastu, N. (Nicola), Kaprio, J. (Jaakko), Wareham, N.J. (Nick), Perusse, L. (Louis), Wilson, J.G. (James), Girotto, S., Caulfield, M. (Mark), Raitakari, O.T. (Olli T.), Boomsma, D.I. (Dorret), Gieger, C. (Christian), van der Harst, P., Hicks, A.A. (Andrew), Kraft, P. (Peter), Sinisalo, J. (Juha), Knekt, P., Johannesson, M. (Magnus), Magnusson, P.K.E. (Patrik K. E.), Hamsten, A. (Anders), Borecki, I.B. (Ingrid), Vartiainen, E. (Erkki), Becker, D.M. (Diane), Bharadwaj, D. (Dwaipayan), Mohlke, K.L. (Karen), Boehnke, M. (Michael), Duijn, C.M. (Cornelia) van, Sanghera, D.K. (Dharambir), Teumer, A. (Alexander), Zeggini, E. (Eleftheria), Metspalu, A. (Andres), Gasparini, P. (Paolo), Ulivi, S. (Shelia), Ober, C. (Carole), Toniolo, D. (Daniela), Rudan, I. (Igor), Porteous, D.J. (David J.), Ciullo, M., Spector, T.D. (Timothy), Hayward, C. (Caroline), Dupuis, J. (Josée), Loos, R.J.F. (Ruth), Wright, A. (Alan), Chandak, G.R. (Giriraj), Vollenweider, P. (Peter), Shuldiner, A.R. (Alan), Ridker, P.M. (Paul), Rotter, J.I. (Jerome I.), Sattar, N. (Naveed), Gyllensten, U. (Ulf), North, K.E. (Kari), Pirastu, M. (Mario), Psaty, B.M. (Bruce), Weir, D.R. (David), Laakso, M. (Markku), Gudnason, V. (Vilmundur), Takahashi, A. (Atsushi), Chambers, J.C. (John C.), Kooner, J.S. (Jaspal S.), Strachan, D.P. (David P.), Campbell, H. (Harry), Hirschhorn, J.N. (Joel N.), Perola, M. (Markus), Polasek, O. (Ozren), and Wilson, J.F. (James)

Abstract

Homozygosity has long been associated with rare, often devastating, Mendelian disorders, and Darwin was one of the first to recognize that inbreeding reduces evolutionary fitness. However, the effect of the more distant parental relatedness that is common in modern human populations is less well understood. Genomic data now allow us to investigate the effects of homozygosity on traits of public health importance by observing contiguous homozygous segments (runs of homozygosity), which are inferred to be homozygous along their complete length. Given the low levels of genome-wide homozygosity prevalent in most human populations, information is required on very large numbers of people to provide sufficient power. Here we use runs of homozygosity to study 16 health-related quantitative traits in 354,224 individuals from 102 cohorts, and find statistically significant associations between summed runs of homozygosity and four complex traits: height, forced expiratory lung volume in one second, general cognitive ability and educational attainment (P < 1 × 10-300, 2.1 × 10-6, 2.5 × 10-10 and 1.8 × 10-10, respectively). In each case, increased homozygosity was associated with decreased trait value, equivalent to the offspring of first cousins being 1.2 cm shorter and having 10 months' less education. Similar effect sizes were found across four continental groups and populations with different degrees of genome-wide homozygosity, providing evidence that homozygosity, rather than confounding, directly contributes to phenotypic variance. Contrary to earlier reports in substantially smaller samples, no evidence was seen of an influence of genome-wide homozygosity on blood pressure and low density lipoprotein cholesterol, or ten other cardio-metabolic traits. Since directional dominance is predicted for traits under directional evolutionary selection, this study provides evidence that increased stature and cognitive function have been p

Published
2015
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41. Drug-gene interactions of antihypertensive medications and risk of incident cardiovascular disease: A pharmacogenomics study from the CHARGE consortium

Author

Bis, J.C. (Joshua), Sitlani, C.M. (Colleen), Irvin, R. (Ryan), Avery, C.L., Smith, A.V. (Davey), Sun, F. (Fangui), Evans, D.S. (Daniel), Musani, S. (Solomon), Li, X. (Xiaohui), Trompet, S. (Stella), Krijthe, B.P. (Bouwe), Harris, T.B. (Tamara), Quibrera, P.M. (P. Miguel), Brody, J.A. (Jennifer A.), Demissie, S. (Serkalem), Davis, B.R. (Barry), Wiggins, K.L. (Kerri), Tranah, G.J. (Gregory), Lange, L.A. (Leslie), Sotoodehnia, N. (Nona), Stott, D.J. (David. J.), Franco, O.H. (Oscar), Launer, L.J. (Lenore), Stürmer, T., Taylor, K.D. (Kent), Cupples, L.A. (Adrienne), Eckfeldt, J.H. (John), Smith, N.L. (Nicholas), Liu, Y. (YongMei), Wilson, J.G. (James), Heckbert, S.R. (Susan), Buckley, B.M. (Brendan M.), Ikram, M.A. (Arfan), Boerwinkle, E.A. (Eric), Chen, Y.-D.I. (Yii-Der Ida), De Craen, A.J.M. (Anton J. M.), Uitterlinden, A.G. (André), Rotter, J.I. (Jerome I.), Ford, I., Hofman, A. (Albert), Sattar, N. (Naveed), Slagboom, P.E. (Eline), Westendorp, R.G.J. (Rudi), Gudnason, V. (Vilmundur), Vasan, R.S. (Ramachandran S.), Lumley, T. (Thomas), Cummings, S.R. (Steven R.), Taylor, H.A. (Herman), Post, W. (Wendy), Jukema, J.W. (Jan Wouter), Stricker, B.H.Ch. (Bruno), Whitsel, E.A. (Eric), Psaty, B.M. (Bruce), Arnett, D.K. (Donna), Bis, J.C. (Joshua), Sitlani, C.M. (Colleen), Irvin, R. (Ryan), Avery, C.L., Smith, A.V. (Davey), Sun, F. (Fangui), Evans, D.S. (Daniel), Musani, S. (Solomon), Li, X. (Xiaohui), Trompet, S. (Stella), Krijthe, B.P. (Bouwe), Harris, T.B. (Tamara), Quibrera, P.M. (P. Miguel), Brody, J.A. (Jennifer A.), Demissie, S. (Serkalem), Davis, B.R. (Barry), Wiggins, K.L. (Kerri), Tranah, G.J. (Gregory), Lange, L.A. (Leslie), Sotoodehnia, N. (Nona), Stott, D.J. (David. J.), Franco, O.H. (Oscar), Launer, L.J. (Lenore), Stürmer, T., Taylor, K.D. (Kent), Cupples, L.A. (Adrienne), Eckfeldt, J.H. (John), Smith, N.L. (Nicholas), Liu, Y. (YongMei), Wilson, J.G. (James), Heckbert, S.R. (Susan), Buckley, B.M. (Brendan M.), Ikram, M.A. (Arfan), Boerwinkle, E.A. (Eric), Chen, Y.-D.I. (Yii-Der Ida), De Craen, A.J.M. (Anton J. M.), Uitterlinden, A.G. (André), Rotter, J.I. (Jerome I.), Ford, I., Hofman, A. (Albert), Sattar, N. (Naveed), Slagboom, P.E. (Eline), Westendorp, R.G.J. (Rudi), Gudnason, V. (Vilmundur), Vasan, R.S. (Ramachandran S.), Lumley, T. (Thomas), Cummings, S.R. (Steven R.), Taylor, H.A. (Herman), Post, W. (Wendy), Jukema, J.W. (Jan Wouter), Stricker, B.H.Ch. (Bruno), Whitsel, E.A. (Eric), Psaty, B.M. (Bruce), and Arnett, D.K. (Donna)

Abstract

Background Hypertension is a major risk factor for a spectrum of cardiovascular diseases (CVD), including myocardial infarction, sudden death, and stroke. In the US, over 65 million people have high blood pressure and a large proportion of these individuals are prescribed antihypertensive medications. Although large long-term clinical trials conducted in the last several decades have identified a number of effective antihypertensive treatments that reduce the risk of future clinical complications, responses to therapy and protection from cardiovascular events vary among individuals. Methods Using a genome-wide association study among 21,267 participants with pharmaceutically treated hypertension, we explored the hypothesis that genetic variants might influence or modify the effectiveness of common antihypertensive therapies on the risk ofmajor cardiovascular outcomes. The classes of drug treatments included angiotensin-converting enzyme inhibitors, beta-blockers, calcium channel blockers, and diuretics. In the setting of the Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE) consortium, each study performed array-based genome-wide genotyping, imputed to HapMap Phase II reference panels, and used additive genetic models in proportional hazards or logistic regressionmodels to evaluate drug-gene interactions for each of four therapeutic drug classes. We used meta-analysis to combine study-specific interaction estimates for approximately 2 million single nucleotide polymorphisms (SNPs) in a discovery analysis among 15,375 European Ancestry participants (3,527 CVD cases) with targeted follow-up in a case-only study of 1,751 European Ancestry GenHAT participants as well as among 4,141 African-Americans (1,267 CVD cases). Results Although drug-SNP interactions were biologically plausible, exposures and outcomes were well measured, and power was sufficient to detect modest interactions, we did not identify any statistically significant interactions from t

Published
2015
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42. A new strategy for enhancing imputation quality of rare variants from next-generation sequencing data via combining SNP and exome chip data

Author

Kim, Y.J. (Young Jin), Lee, J. (Juyoung), Kim, B.-J. (Bong-Jo), Park, T. (Taesung), Abecasis, G.R. (Gonçalo), De Almeida, M.A.A. (Marcio), Altshuler, D. (David), Asimit, J.L. (Jennifer L.), Atzmon, G. (Gil), Barber, M. (Mathew), Barzilai, A. (Ari), Beer, N.L. (Nicola L.), Bell, G.I. (Graeme I.), Below, J. (Jennifer), Blackwell, T. (Tom), Blangero, J. (John), Boehnke, M. (Michael), Bowden, D.W. (Donald W.), Burtt, N.P. (Noël), Chambers, J.C. (John), Chen, H. (Han), Chen, P. (Ping), Chines, P.S. (Peter), Choi, S. (Sungkyoung), Churchhouse, C. (Claire), Cingolani, P. (Pablo), Cornes, B.K. (Belinda), Cox, N.J. (Nancy), Day-Williams, A.G. (Aaron), Duggirala, A. (Aparna), Dupuis, J. (Josée), Dyer, T. (Thomas), Feng, S. (Shuang), Fernandez-Tajes, J. (Juan), Ferreira, T. (Teresa), Fingerlin, T.E. (Tasha E.), Flannick, J. (Jason), Florez, J.C. (Jose), Fontanillas, P. (Pierre), Frayling, T.M. (Timothy), Fuchsberger, C. (Christian), Gamazon, E. (Eric), Gaulton, K. (Kyle), Ghosh, S. (Saurabh), Glaser, B. (Benjamin), Gloyn, A.L. (Anna), Grossman, R.L. (Robert L.), Grundstad, J. (Jason), Hanis, C. (Craig), Heath, A. (Allison), Highland, H. (Heather), Horikoshi, M. (Momoko), Huh, I.-S. (Ik-Soo), Huyghe, J.R. (Jeroen R.), Ikram, M.K. (Kamran), Jablonski, K.A. (Kathleen), Jun, Y. (Yang), Kato, N. (Norihiro), Kim, J. (Jayoun), King, C.R. (C. Ryan), Kooner, J.S. (Jaspal S.), Kwon, M.-S. (Min-Seok), Im, H.K. (Hae Kyung), Laakso, M. (Markku), Lam, K.K.-Y. (Kevin Koi-Yau), Lee, J. (Jaehoon), Lee, S. (Selyeong), Lee, S. (Sungyoung), Lehman, D.M. (Donna M.), Li, H. (Heng), Lindgren, C.M. (Cecilia), Liu, X. (Xuanyao), Livne, O.E. (Oren E.), Locke, A.E. (Adam E.), Mahajan, A. (Anubha), Maller, J.B. (Julian B.), Manning, A.K. (Alisa K.), Maxwell, T.J. (Taylor J.), Mazoure, A. (Alexander), McCarthy, M.I. (Mark), Meigs, J.B. (James B.), Min, B. (Byungju), Mohlke, K.L. (Karen), Morris, A.P. (Andrew), Musani, S. (Solomon), Nagai, Y. (Yoshihiko), Ng, M.C.Y. (Maggie C.Y.), Nicolae, D. (Dan), Oh, S. (Sohee), Palmer, N.D. (Nicholette), Pollin, T.I. (Toni I.), Prokopenko, I. (Inga), Reich, D. (David), Rivas, M.A. (Manuel), Scott, L.J. (Laura), Seielstad, M. (Mark), Cho, Y.S. (Yoon Shin), Sim, X. (Xueling), Sladek, R. (Rob), Smith, P. (Philip), Tachmazidou, I. (Ioanna), Tai, E.S. (Shyong), Teo, Y.Y. (Yik Ying), Teslovich, T.M. (Tanya M.), Torres, J. (Jason), Trubetskoy, V. (Vasily), Willems, S.M. (Sara), Williams, A.L. (Amy L.), Wilson, J.G. (James), Wiltshire, S. (Steven), Won, S. (Sungho), Wood, A.R. (Andrew), Xu, W. (Wang), Yoon, J. (Joon), Zawistowski, M. (Matthew), Zeggini, E. (Eleftheria), Zhang, W. (Weihua), Zöllner, S. (Sebastian), Kim, Y.J. (Young Jin), Lee, J. (Juyoung), Kim, B.-J. (Bong-Jo), Park, T. (Taesung), Abecasis, G.R. (Gonçalo), De Almeida, M.A.A. (Marcio), Altshuler, D. (David), Asimit, J.L. (Jennifer L.), Atzmon, G. (Gil), Barber, M. (Mathew), Barzilai, A. (Ari), Beer, N.L. (Nicola L.), Bell, G.I. (Graeme I.), Below, J. (Jennifer), Blackwell, T. (Tom), Blangero, J. (John), Boehnke, M. (Michael), Bowden, D.W. (Donald W.), Burtt, N.P. (Noël), Chambers, J.C. (John), Chen, H. (Han), Chen, P. (Ping), Chines, P.S. (Peter), Choi, S. (Sungkyoung), Churchhouse, C. (Claire), Cingolani, P. (Pablo), Cornes, B.K. (Belinda), Cox, N.J. (Nancy), Day-Williams, A.G. (Aaron), Duggirala, A. (Aparna), Dupuis, J. (Josée), Dyer, T. (Thomas), Feng, S. (Shuang), Fernandez-Tajes, J. (Juan), Ferreira, T. (Teresa), Fingerlin, T.E. (Tasha E.), Flannick, J. (Jason), Florez, J.C. (Jose), Fontanillas, P. (Pierre), Frayling, T.M. (Timothy), Fuchsberger, C. (Christian), Gamazon, E. (Eric), Gaulton, K. (Kyle), Ghosh, S. (Saurabh), Glaser, B. (Benjamin), Gloyn, A.L. (Anna), Grossman, R.L. (Robert L.), Grundstad, J. (Jason), Hanis, C. (Craig), Heath, A. (Allison), Highland, H. (Heather), Horikoshi, M. (Momoko), Huh, I.-S. (Ik-Soo), Huyghe, J.R. (Jeroen R.), Ikram, M.K. (Kamran), Jablonski, K.A. (Kathleen), Jun, Y. (Yang), Kato, N. (Norihiro), Kim, J. (Jayoun), King, C.R. (C. Ryan), Kooner, J.S. (Jaspal S.), Kwon, M.-S. (Min-Seok), Im, H.K. (Hae Kyung), Laakso, M. (Markku), Lam, K.K.-Y. (Kevin Koi-Yau), Lee, J. (Jaehoon), Lee, S. (Selyeong), Lee, S. (Sungyoung), Lehman, D.M. (Donna M.), Li, H. (Heng), Lindgren, C.M. (Cecilia), Liu, X. (Xuanyao), Livne, O.E. (Oren E.), Locke, A.E. (Adam E.), Mahajan, A. (Anubha), Maller, J.B. (Julian B.), Manning, A.K. (Alisa K.), Maxwell, T.J. (Taylor J.), Mazoure, A. (Alexander), McCarthy, M.I. (Mark), Meigs, J.B. (James B.), Min, B. (Byungju), Mohlke, K.L. (Karen), Morris, A.P. (Andrew), Musani, S. (Solomon), Nagai, Y. (Yoshihiko), Ng, M.C.Y. (Maggie C.Y.), Nicolae, D. (Dan), Oh, S. (Sohee), Palmer, N.D. (Nicholette), Pollin, T.I. (Toni I.), Prokopenko, I. (Inga), Reich, D. (David), Rivas, M.A. (Manuel), Scott, L.J. (Laura), Seielstad, M. (Mark), Cho, Y.S. (Yoon Shin), Sim, X. (Xueling), Sladek, R. (Rob), Smith, P. (Philip), Tachmazidou, I. (Ioanna), Tai, E.S. (Shyong), Teo, Y.Y. (Yik Ying), Teslovich, T.M. (Tanya M.), Torres, J. (Jason), Trubetskoy, V. (Vasily), Willems, S.M. (Sara), Williams, A.L. (Amy L.), Wilson, J.G. (James), Wiltshire, S. (Steven), Won, S. (Sungho), Wood, A.R. (Andrew), Xu, W. (Wang), Yoon, J. (Joon), Zawistowski, M. (Matthew), Zeggini, E. (Eleftheria), Zhang, W. (Weihua), and Zöllner, S. (Sebastian)

Abstract

Background: Rare variants have gathered increasing attention as a possible alternative source of missing heritability. Since next generation sequencing technology is not yet cost-effective for large-scale genomic studies, a widely used alternative approach is imputation. However, the imputation approach may be limited by the low accuracy of the imputed rare variants. To improve imputation accuracy of rare variants, various approaches have been suggested, including increasing the sample size of the reference panel, using sequencing data from study-specific samples (i.e., specific populations), and using local reference panels by genotyping or sequencing a subset of study samples. While these approaches mainly utilize reference panels, imputation accuracy of rare variants can also be increased by using exome chips containing rare variants. The exome chip contains 250 K rare variants selected from the discovered variants of about 12,000 sequenced samples. If exome chip data are available for previously genotyped samples, the combined approach using a genotype panel of merged data, including exome chips and SNP chips, should increase the imputation accuracy of rare variants. Results: In this study, we describe a combined imputation which uses both exome chip and SNP chip data simultaneously as a genotype panel. The effectiveness and performance of the combined approach was demonstrated using a reference panel of 848 samples constructed using exome sequencing data from the T2D-GENES consortium and 5,349 sample genotype panels consisting of an exome chip and SNP chip. As a result, the combined approach increased imputation quality up to 11 %, and genomic coverage for rare variants up to 117.7 % (MAF < 1 %), compared to imputation using the SNP chip alone. Also, we investigated the systematic effect of reference panels on imputation quality using five reference panels and three genotype panels. The best performing approach was the combination of the study specific referenc

Published
2015
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43. Rare coding variants and X-linked loci associated with age at menarche

Author

Lunetta, K.L. (Kathryn), Day, F.R. (Felix), Sulem, P. (Patrick), Ruth, K.S. (Katherine S.), Tung, J.Y. (Joyce Y.), Hinds, D.A. (David A.), Esko, T. (Tõnu), Elks, C.E. (Cathy), Altmaier, E.L. (Elizabeth), He, C. (Chunyan), Huffman, J.E. (Jennifer), Mihailov, E. (Evelin), Porcu, E. (Eleonora), Robino, A. (Antonietta), Rose, L.M. (Lynda), Schick, U.M. (Ursula), Stolk, L. (Lisette), Teumer, A. (Alexander), Thompson, D. (Deborah), Traglia, M. (Michela), Wang, C.A. (Carol A.), Yerges-Armstrong, L.M. (Laura), Antoniou, A.C. (Antonis), Barbieri, C. (Caterina), Coviello, A.D. (Andrea), Cucca, F. (Francesco), Demerath, E.W. (Ellen), Dunning, A.M. (Alison), Gandin, I. (Ilaria), Grove, M.L. (Megan L.), Gudbjartsson, D.F. (Daniel), Hocking, L.J. (Lynne), Hofman, A. (Albert), Huang, J. (Jian), Jackson, R.D. (Rebecca), Karasik, D. (David), Kriebel, J. (Jennifer), Lange, E.M. (Ethan), Lange, L.A. (Leslie), Langenberg, C. (Claudia), Li, X. (Xin), Luan, J., Mägi, R. (Reedik), Morrison, A.C. (Alanna), Padmanabhan, S. (Sandosh), Pirie, A. (Ailith), Polasek, O. (Ozren), Porteous, D.J. (David J.), Reiner, A. (Alexander), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Sala, C. (Cinzia), Schlessinger, D. (David), Scott, R.A. (Robert), Stöckl, D. (Doris), Visser, J.A. (Jenny), Völker, U. (Uwe), Vozzi, D. (Diego), Wilson, J.G. (James), Zygmunt, M. (Marek), Boerwinkle, E.A. (Eric), Buring, J.E. (Julie), Crisponi, L. (Laura), Easton, D.F. (Douglas), Hayward, C. (Caroline), Hu, F.B. (Frank), Liu, S. (Simin), Metspalu, A. (Andres), Pennell, C.E. (Craig), Ridker, P.M. (Paul), Strauch, K. (Konstantin), Streeten, E.A. (Elizabeth), Toniolo, D. (Daniela), Uitterlinden, A.G. (André), Ulivi, S. (Shelia), Völzke, H. (Henry), Wareham, N.J. (Nick), Wellons, M. (Melissa), Franceschini, N. (Nora), Chasman, D.I. (Daniel), Thorsteinsdottir, U. (Unnur), Murray, A. (Anna), Zwart, J-A. (John-Anker), Murabito, J. (Joanne), Ong, K.K. (Ken), Perry, J.R.B. (John), Forouhi, N.G. (Nita G.), Kerrison, N.D. (Nicola D.), Sharp, S.J. (Stephen J.), Sims, M.A. (Matthew), Barroso, I.E. (Inês), Deloukas, P. (Panagiotis), McCarthy, M.I. (Mark), Arriola, L. (Larraitz), Balkau, B. (Beverley), Barricarte, A. (Aurelio), Boeing, H. (Heiner), Franks, P.W., Gonzalez, C. (Carlos), Grioni, S. (Sara), Kaaks, R. (Rudolf), Key, T.J. (Timothy J.), Navarro, C. (Carmen), Nilsson, P.M. (Peter M.), Overvad, K. (Kim), Palli, D. (Domenico), Panico, S. (Salvatore), Quirós, J.R., Rolandsson, O. (Olov), Sacerdote, C. (Carlotta), Sánchez, M.-J. (María-José), Slimani, N. (Nadia), Tjonneland, A. (Anne), Tumino, R. (Rosario), Van Der A, D.L. (Daphne L.), Schouw, Y.T. (Yvonne) van der, Riboli, E. (Elio), Smith, B.H. (Blair), Campbell, A. (Archie), Deary, I.J. (Ian), McIntosh, A.M. (Andrew), Lunetta, K.L. (Kathryn), Day, F.R. (Felix), Sulem, P. (Patrick), Ruth, K.S. (Katherine S.), Tung, J.Y. (Joyce Y.), Hinds, D.A. (David A.), Esko, T. (Tõnu), Elks, C.E. (Cathy), Altmaier, E.L. (Elizabeth), He, C. (Chunyan), Huffman, J.E. (Jennifer), Mihailov, E. (Evelin), Porcu, E. (Eleonora), Robino, A. (Antonietta), Rose, L.M. (Lynda), Schick, U.M. (Ursula), Stolk, L. (Lisette), Teumer, A. (Alexander), Thompson, D. (Deborah), Traglia, M. (Michela), Wang, C.A. (Carol A.), Yerges-Armstrong, L.M. (Laura), Antoniou, A.C. (Antonis), Barbieri, C. (Caterina), Coviello, A.D. (Andrea), Cucca, F. (Francesco), Demerath, E.W. (Ellen), Dunning, A.M. (Alison), Gandin, I. (Ilaria), Grove, M.L. (Megan L.), Gudbjartsson, D.F. (Daniel), Hocking, L.J. (Lynne), Hofman, A. (Albert), Huang, J. (Jian), Jackson, R.D. (Rebecca), Karasik, D. (David), Kriebel, J. (Jennifer), Lange, E.M. (Ethan), Lange, L.A. (Leslie), Langenberg, C. (Claudia), Li, X. (Xin), Luan, J., Mägi, R. (Reedik), Morrison, A.C. (Alanna), Padmanabhan, S. (Sandosh), Pirie, A. (Ailith), Polasek, O. (Ozren), Porteous, D.J. (David J.), Reiner, A. (Alexander), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Sala, C. (Cinzia), Schlessinger, D. (David), Scott, R.A. (Robert), Stöckl, D. (Doris), Visser, J.A. (Jenny), Völker, U. (Uwe), Vozzi, D. (Diego), Wilson, J.G. (James), Zygmunt, M. (Marek), Boerwinkle, E.A. (Eric), Buring, J.E. (Julie), Crisponi, L. (Laura), Easton, D.F. (Douglas), Hayward, C. (Caroline), Hu, F.B. (Frank), Liu, S. (Simin), Metspalu, A. (Andres), Pennell, C.E. (Craig), Ridker, P.M. (Paul), Strauch, K. (Konstantin), Streeten, E.A. (Elizabeth), Toniolo, D. (Daniela), Uitterlinden, A.G. (André), Ulivi, S. (Shelia), Völzke, H. (Henry), Wareham, N.J. (Nick), Wellons, M. (Melissa), Franceschini, N. (Nora), Chasman, D.I. (Daniel), Thorsteinsdottir, U. (Unnur), Murray, A. (Anna), Zwart, J-A. (John-Anker), Murabito, J. (Joanne), Ong, K.K. (Ken), Perry, J.R.B. (John), Forouhi, N.G. (Nita G.), Kerrison, N.D. (Nicola D.), Sharp, S.J. (Stephen J.), Sims, M.A. (Matthew), Barroso, I.E. (Inês), Deloukas, P. (Panagiotis), McCarthy, M.I. (Mark), Arriola, L. (Larraitz), Balkau, B. (Beverley), Barricarte, A. (Aurelio), Boeing, H. (Heiner), Franks, P.W., Gonzalez, C. (Carlos), Grioni, S. (Sara), Kaaks, R. (Rudolf), Key, T.J. (Timothy J.), Navarro, C. (Carmen), Nilsson, P.M. (Peter M.), Overvad, K. (Kim), Palli, D. (Domenico), Panico, S. (Salvatore), Quirós, J.R., Rolandsson, O. (Olov), Sacerdote, C. (Carlotta), Sánchez, M.-J. (María-José), Slimani, N. (Nadia), Tjonneland, A. (Anne), Tumino, R. (Rosario), Van Der A, D.L. (Daphne L.), Schouw, Y.T. (Yvonne) van der, Riboli, E. (Elio), Smith, B.H. (Blair), Campbell, A. (Archie), Deary, I.J. (Ian), and McIntosh, A.M. (Andrew)

Abstract

More than 100 loci have been identified for age at menarche by genome-wide association studies; however, collectively these explain only ∼ 3% of the trait variance. Here we test two overlooked sources of variation in 192,974 European ancestry women: low-frequency protein-coding variants and X-chromosome variants. Five missense/nonsense variants (in ALMS1/LAMB2/TNRC6A/TACR3/PRKAG1) are associated with age at menarche (minor allele frequencies 0.08-4.6%; effect sizes 0.08-1.25 years per allele; P<5 × 10-8). In addition, we identify common X-chromosome loci at IGSF1 (rs762080, P=9.4 × 10-13) and FAAH2 (rs5914101, P=4.9 × 10-10). Highlighted genes implicate cellular energy homeostasis, post-transcriptional gene silencing and fatty-acid amide signalling. A frequently reported mutation in TACR3 for idiopathic hypogonatrophic hypogonadism (p.W275X) is associated with 1.25-year-later menarche (P=2.8 × 10-11), illustrating the utility of population studies to estimate the penetrance of reportedly pathogenic mutations. Collectively, these novel variants explain ∼0.5% variance, indicating that these overlooked sources of variation do not substantially explain the 'missing heritability' of this complex trait.

Published
2015
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44. The interleukin-6 receptor as a target for prevention of coronary heart disease: a mendelian randomisation analysis

Author

Swerdlow, D.I., Holmes, M.V., Kuchenbaecker, K.B., Engmann, J.E.L., Shah, T., Sofat, R., Guo, Y.R., Chung, C., Peasey, A., Ster, R.P., Mooijaart, S.P., Ireland, H.A., Leusink, M., Langenberg, C., Li, K., Palmen, J., Howard, P., Cooper, J.A., Drenos, F., Hardy, J., Nalls, M.A., Li, Y.R., Lowe, G., Stewart, M., Bielinski, S.J., Peto, J., Timpson, N.J., Gallacher, J., Dunlop, M., Houlston, R., Tomlinson, I., Tzoulaki, I., Luan, J., Boer, J.M.A., Forouhi, N.G., Onland-Moret, N.C., Schouw, Y.T. van der, Schnabel, R.B., Hubacek, J.A., Kubinova, R., Baceviciene, M., Tamosiunas, A., Pajak, A., Topor-Madry, R., Malyutina, S.A., Baldassarre, D., Sennblad, B., Tremoli, E., Faire, U. de, Ferrucci, L., Bandenelli, S., Tanaka, T., Meschia, J.F., Singleton, A., Navis, G., Leach, I.M., Bakker, S.J.L., Gansevoort, R.T., Ford, I., Epstein, S.E., Burnett, M.S., Devaney, J.M., Jukema, J.W., Westendorp, R.G.J., Borst, G.J. de, Graaf, Y. van der, Jong, P.A. de, Maitland-van der Zee, A.H., Klungel, O.H., Boer, A. de, Doevendans, P.A., Stephens, J.W., Eaton, C.B., Robinson, J.G., Manson, J.E., Fowkes, F.G.R., Frayling, T.M., Price, J.F., Whincup, P.H., Morris, R.W., Lawlor, D.A., Smith, G.D., Ben-Shlomo, Y., Redline, S., Lange, L.A., Kumari, M., Wareham, N.J., Verschuren, W.M.M., Benjamin, E.J., Whittaker, J.C., Hamsten, A., Dudbridge, F., Delaney, J.A.C., Wong, A., Kuh, D., Hardy, R., Castillo, B.A., Connolly, J.J., Harst, P. van der, Brunner, E.J., Marmot, M.G., Wassel, C.L., Humphries, S.E., Talmud, P.J., Kivimaki, M., Asselbergs, F.W., Voevoda, M., Bobak, M., Pikhart, H., Wilson, J.G., Hakonarson, H., Reiner, A.P., Keating, B.J., Sattar, N., Hingorani, A.D., Casas, J.P., and Interleukin-6 Receptor Mendelian R

Abstract

BACKGROUND: A high circulating concentration of interleukin 6 is associated with increased risk of coronary heart disease. Blockade of the interleukin-6 receptor (IL6R) with a monoclonal antibody (tocilizumab) licensed for treatment of rheumatoid arthritis reduces systemic and articular inflammation. However, whether IL6R blockade also reduces risk of coronary heart disease is unknown. METHODS: Applying the mendelian randomisation principle, we used single nucleotide polymorphisms (SNPs) in the gene IL6R to evaluate the likely efficacy and safety of IL6R inhibition for primary prevention of coronary heart disease. We compared genetic findings with the effects of tocilizumab reported in randomised trials in patients with rheumatoid arthritis. FINDINGS: In 40 studies including up to 133,449 individuals, an IL6R SNP (rs7529229) marking a non-synonymous IL6R variant (rs8192284; p.Asp358Ala) was associated with increased circulating log interleukin-6 concentration (increase per allele 9·45%, 95% CI 8·34-10·57) as well as reduced C-reactive protein (decrease per allele 8·35%, 95% CI 7·31-9·38) and fibrinogen concentrations (decrease per allele 0·85%, 95% CI 0·60-1·10). This pattern of effects was consistent with IL6R blockade from infusions of tocilizumab (4-8 mg/kg every 4 weeks) in patients with rheumatoid arthritis studied in randomised trials. In 25,458 coronary heart disease cases and 100,740 controls, the IL6R rs7529229 SNP was associated with a decreased odds of coronary heart disease events (per allele odds ratio 0·95, 95% CI 0·93-0·97, p=1·53×10(-5)). INTERPRETATION: On the basis of genetic evidence in human beings, IL6R signalling seems to have a causal role in development of coronary heart disease. IL6R blockade could provide a novel therapeutic approach to prevention of coronary heart disease that warrants testing in suitably powered randomised trials. Genetic studies in populations could be used more widely to help to validate and prioritise novel drug targets or to repurpose existing agents and targets for new therapeutic uses. FUNDING: UK Medical Research Council; British Heart Foundation; Rosetrees Trust; US National Heart, Lung, and Blood Institute; Du Pont Pharma; Chest, Heart and Stroke Scotland; Wellcome Trust; Coronary Thrombosis Trust; Northwick Park Institute for Medical Research; UCLH/UCL Comprehensive Medical Research Centre; US National Institute on Aging; Academy of Finland; Netherlands Organisation for Health Research and Development; SANCO; Dutch Ministry of Public Health, Welfare and Sports; World Cancer Research Fund; Agentschap NL; European Commission; Swedish Heart-Lung Foundation; Swedish Research Council; Strategic Cardiovascular Programme of the Karolinska Institutet; Stockholm County Council; US National Institute of Neurological Disorders and Stroke; MedStar Health Research Institute; GlaxoSmithKline; Dutch Kidney Foundation; US National Institutes of Health; Netherlands Interuniversity Cardiology Institute of the Netherlands; Diabetes UK; European Union Seventh Framework Programme; National Institute for Healthy Ageing; Cancer Research UK; MacArthur Foundation.

Published
2012

45. Large-scale candidate gene analysis in whites and African Americans identifies IL6R polymorphism in relation to atrial fibrillation: The National Heart, Lung, and Blood Institute's Candidate Gene Association Resource (CARe) project

Author

Schnabel, R.B., Kerr, K.F., Lubitz, S.A., Alkylbekova, E.L., Marcus, G.M., Sinner, M.F., Magnani, J.W., Wolf, P.A., Deo, R., Lloyd-Jones, D.M., Lunetta, K.L., Mehra, R., Levy, D., Fox, E.R., Arking, D.E., Mosley, T.H., Müller-Nurasyid, M., Young, T.R., Wichmann, H.-E., Seshadri, S, Farlow, D.N., Rotter, J.I., Soliman, E.Z., Glazer, N.L., Wilson, J.G., Breteler, M.M., Sotoodehnia, N., Newton-Cheh, C., Kääb, S., Ellinor, P.T., Alonso, A., Benjamin, E.J., Heckbert, S.R, and CARE Consortium ()

Subjects
atrial fibrillation, single nucleotide polymorphism, epidemiology, cohort study, race/ethnicity
Abstract

BACKGROUND: The genetic background of atrial fibrillation (AF) in whites and African Americans is largely unknown. Genes in cardiovascular pathways have not been systematically investigated. METHODS AND RESULTS: We examined a panel of approximately 50,000 common single-nucleotide polymorphisms (SNPs) in 2095 cardiovascular candidate genes and AF in 3 cohorts with participants of European (n=18,524; 2260 cases) or African American descent (n=3662; 263 cases) in the National Heart, Lung, and Blood Institute's Candidate Gene Association Resource. Results in whites were followed up in the German Competence Network for AF (n=906, 468 cases). The top result was assessed in relation to incident ischemic stroke in the Cohorts for Heart and Aging Research in Genomic Epidemiology Stroke Consortium (n=19,602 whites, 1544 incident strokes). SNP rs4845625 in the IL6R gene was associated with AF (relative risk [RR] C allele, 0.90; 95% confidence interval [CI], 0.85-0.95; P=0.0005) in whites but did not reach statistical significance in African Americans (RR, 0.86; 95% CI, 0.72-1.03; P=0.09). The results were comparable in the German AF Network replication, (RR, 0.71; 95% CI, 0.57-0.89; P=0.003). No association between rs4845625 and stroke was observed in whites. The known chromosome 4 locus near PITX2 in whites also was associated with AF in African Americans (rs4611994; hazard ratio, 1.40; 95% CI, 1.16-1.69; P=0.0005). CONCLUSIONS: In a community-based cohort meta-analysis, we identified genetic association in IL6R with AF in whites. Additionally, we demonstrated that the chromosome 4 locus known from recent genome-wide association studies in whites is associated with AF in African Americans.

Published
2011

47. Association between alcohol and cardiovascular disease: Mendelian randomisation analysis based on individual participant data

Author

Holmes, M.V. (Michael), Dale, C.E. (Caroline), Zuccolo, L. (Luisa), Silverwood, R.J. (Richard), Guo, Y. (Yongli), Ye, Z. (Zheng), Prieto-Merino, D. (David), Dehghan, A. (Abbas), Trompet, S. (Stella), Wong, A. (Andrew), Cavadino, A. (Alana), Drogan, D. (Dagmar), Padmanabhan, S. (Sandosh), Li, S. (Shanshan), Yesupriya, A. (Ajay), Leusink, M. (Maarten), Sundstrom, J. (Johan), Hubacek, J.A. (Jaroslav A.), Pikhart, H. (Hynek), Swerdlow, D.I. (Daniel), Panayiotou, A.G. (Andrie), Borinskaya, S.A. (Svetlana), Finan, C. (Chris), Shah, S. (Sonia), Kuchenbaecker, K.B. (Karoline), Shah, T. (Tina), Engmann, J. (Jorgen), Folkersen, L. (Lasse), Eriksson, P. (Per), Ricceri, F. (Fulvio), Melander, O. (Olle), Sacerdote, C. (Carlotta), Gamble, D.M. (Dale), Rayaprolu, S. (Sruti), Ross, O.A. (Owen), McLachlan, S. (Stela), Vikhireva, O. (Olga), Sluijs, I., Scott, R.A. (Robert), Adamkova, V. (Vera), Flicker, L. (Leon), Bockxmeer, F.M. (Frank) van, Power, C. (Christine), Marques-Vidal, P. (Pedro), Meade, T. (Tom), Marmot, M. (Michael), Ferro, M.T. (María), Paulos-Pinheiro, S. (Sofia), Humphries, S.E. (Steve), Talmud, P.J., Leach, I.M. (Irene Mateo), Verweij, N. (Niek), Linneberg, A. (Allan), Skaaby, T. (Tea), Doevendans, P.A. (Pieter), Cramer, M.-J. (Maarten-Jan), Harst, P. (Pim) van der, Klungel, O.H. (Olaf), Dowling, N. (Nicole), Dominiczak, A. (Anna), Kumari, M. (Meena), Nicolaides, A.N. (Andrew), Weikert, C. (Cornelia), Boeing, H. (Heiner), Ebrahim, S. (Shanil), Gaunt, T.R. (Tom), Price, J.F. (Jackie F.), Lannfelt, L. (Lars), Peasey, A. (Anne), Kubinova, R., Pajak, A. (Andrzej), Malyutina, S., Voevoda, M.I. (Mikhail), Tamosiunas, A. (Abdonas), Maitland-van der Zee, A-H. (Anke-Hilse), Norman, P.E. (Paul), Hankey, G.J. (Graeme), Bergmann, M.M. (Manuela), Hofman, A. (Albert), Franco, O.H. (Oscar), Cooper, J. (Jim), Palmen, J. (Jutta), Spiering, W. (Wilko), Jong, P.A. (Pim) de, Kuh, D. (Diana), Hardy, R., Uitterlinden, A.G. (André), Ikram, M.A. (Arfan), Ford, I. (Ian), Hyppönen, E. (Elina), Almeida, O.P. (Osvaldo), Wareham, N.J. (Nick), Khaw, K-T. (Kay-Tee), Hamsten, A. (Anders), Husemoen, L.L.N. (Lise Lotte), Tjønneland, A. (Anne), Tolstrup, J.S. (Janne), Rimm, E., Beulens, J.W.J. (Joline), Verschuren, W.M.M. (W. M. Monique), Onland-Moret, N.C. (Charlotte), Hofker, M.A. (Marten), Wannamethee, S.G. (Goya), Whincup, P.H. (Peter), Morris, R.W. (Richard), Vicente, A.M. (Astrid), Watkins, H. (Hugh), Farrall, M. (Martin), Jukema, J.W. (Jan Wouter), Meschia, J.F. (James F.), Cupples, L.A. (Adrienne), Sharp, S.J. (Stephen), Fornage, M. (Myriam), Kooperberg, C. (Charles), LaCroix, A.Z. (Andrea), Dai, J.Y. (James), Lanktree, M.B. (Matthew), Siscovick, D.S. (David), Jorgenson, E. (Eric), Spring, B. (Bonnie), Coresh, J. (Josef), Li, Y.R. (Yun), Buxbaum, S.G. (Sarah), Schreiner, P.J. (Pamela), Ellison, D.H. (David), Tsai, M.Y. (Michael), Patel, S.R. (Sanjay), Redline, S. (Susan), Johnson, A.D. (Andrew), Hoogeveen, R.C. (Ron), Hakonarson, H. (Hakon), Rotter, J.I. (Jerome), Boerwinkle, E.A. (Eric), Bakker, P.I.W. (Paul) de, Kivimaki, M. (Mika), Asselbergs, F.W. (Folkert), Sattar, N. (Naveed), Lawlor, D.A. (Debbie), Whittaker, J. (John), Smith, A.V. (Davey), Mukamal, K. (Kenneth), Psaty, B.M. (Bruce), Wilson, J.G. (James), Lange, L.A. (Leslie), Hamidovic, A. (Ajna), Nordestgaard, B.G. (Børge), Bobak, M. (Martin), Leon, D.A. (David), Langenberg, C. (Claudia), Palmer, T.M. (Tom), Reiner, A.P. (Alex), Keating, J. (John), Dudbridge, F. (Frank), Casas, J.P. (Juan), Holmes, M.V. (Michael), Dale, C.E. (Caroline), Zuccolo, L. (Luisa), Silverwood, R.J. (Richard), Guo, Y. (Yongli), Ye, Z. (Zheng), Prieto-Merino, D. (David), Dehghan, A. (Abbas), Trompet, S. (Stella), Wong, A. (Andrew), Cavadino, A. (Alana), Drogan, D. (Dagmar), Padmanabhan, S. (Sandosh), Li, S. (Shanshan), Yesupriya, A. (Ajay), Leusink, M. (Maarten), Sundstrom, J. (Johan), Hubacek, J.A. (Jaroslav A.), Pikhart, H. (Hynek), Swerdlow, D.I. (Daniel), Panayiotou, A.G. (Andrie), Borinskaya, S.A. (Svetlana), Finan, C. (Chris), Shah, S. (Sonia), Kuchenbaecker, K.B. (Karoline), Shah, T. (Tina), Engmann, J. (Jorgen), Folkersen, L. (Lasse), Eriksson, P. (Per), Ricceri, F. (Fulvio), Melander, O. (Olle), Sacerdote, C. (Carlotta), Gamble, D.M. (Dale), Rayaprolu, S. (Sruti), Ross, O.A. (Owen), McLachlan, S. (Stela), Vikhireva, O. (Olga), Sluijs, I., Scott, R.A. (Robert), Adamkova, V. (Vera), Flicker, L. (Leon), Bockxmeer, F.M. (Frank) van, Power, C. (Christine), Marques-Vidal, P. (Pedro), Meade, T. (Tom), Marmot, M. (Michael), Ferro, M.T. (María), Paulos-Pinheiro, S. (Sofia), Humphries, S.E. (Steve), Talmud, P.J., Leach, I.M. (Irene Mateo), Verweij, N. (Niek), Linneberg, A. (Allan), Skaaby, T. (Tea), Doevendans, P.A. (Pieter), Cramer, M.-J. (Maarten-Jan), Harst, P. (Pim) van der, Klungel, O.H. (Olaf), Dowling, N. (Nicole), Dominiczak, A. (Anna), Kumari, M. (Meena), Nicolaides, A.N. (Andrew), Weikert, C. (Cornelia), Boeing, H. (Heiner), Ebrahim, S. (Shanil), Gaunt, T.R. (Tom), Price, J.F. (Jackie F.), Lannfelt, L. (Lars), Peasey, A. (Anne), Kubinova, R., Pajak, A. (Andrzej), Malyutina, S., Voevoda, M.I. (Mikhail), Tamosiunas, A. (Abdonas), Maitland-van der Zee, A-H. (Anke-Hilse), Norman, P.E. (Paul), Hankey, G.J. (Graeme), Bergmann, M.M. (Manuela), Hofman, A. (Albert), Franco, O.H. (Oscar), Cooper, J. (Jim), Palmen, J. (Jutta), Spiering, W. (Wilko), Jong, P.A. (Pim) de, Kuh, D. (Diana), Hardy, R., Uitterlinden, A.G. (André), Ikram, M.A. (Arfan), Ford, I. (Ian), Hyppönen, E. (Elina), Almeida, O.P. (Osvaldo), Wareham, N.J. (Nick), Khaw, K-T. (Kay-Tee), Hamsten, A. (Anders), Husemoen, L.L.N. (Lise Lotte), Tjønneland, A. (Anne), Tolstrup, J.S. (Janne), Rimm, E., Beulens, J.W.J. (Joline), Verschuren, W.M.M. (W. M. Monique), Onland-Moret, N.C. (Charlotte), Hofker, M.A. (Marten), Wannamethee, S.G. (Goya), Whincup, P.H. (Peter), Morris, R.W. (Richard), Vicente, A.M. (Astrid), Watkins, H. (Hugh), Farrall, M. (Martin), Jukema, J.W. (Jan Wouter), Meschia, J.F. (James F.), Cupples, L.A. (Adrienne), Sharp, S.J. (Stephen), Fornage, M. (Myriam), Kooperberg, C. (Charles), LaCroix, A.Z. (Andrea), Dai, J.Y. (James), Lanktree, M.B. (Matthew), Siscovick, D.S. (David), Jorgenson, E. (Eric), Spring, B. (Bonnie), Coresh, J. (Josef), Li, Y.R. (Yun), Buxbaum, S.G. (Sarah), Schreiner, P.J. (Pamela), Ellison, D.H. (David), Tsai, M.Y. (Michael), Patel, S.R. (Sanjay), Redline, S. (Susan), Johnson, A.D. (Andrew), Hoogeveen, R.C. (Ron), Hakonarson, H. (Hakon), Rotter, J.I. (Jerome), Boerwinkle, E.A. (Eric), Bakker, P.I.W. (Paul) de, Kivimaki, M. (Mika), Asselbergs, F.W. (Folkert), Sattar, N. (Naveed), Lawlor, D.A. (Debbie), Whittaker, J. (John), Smith, A.V. (Davey), Mukamal, K. (Kenneth), Psaty, B.M. (Bruce), Wilson, J.G. (James), Lange, L.A. (Leslie), Hamidovic, A. (Ajna), Nordestgaard, B.G. (Børge), Bobak, M. (Martin), Leon, D.A. (David), Langenberg, C. (Claudia), Palmer, T.M. (Tom), Reiner, A.P. (Alex), Keating, J. (John), Dudbridge, F. (Frank), and Casas, J.P. (Juan)

Published
2014
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48. Whole-exome sequencing identifies rare and low-frequency coding variants associated with LDL cholesterol

Author

Lange, L.A. (Leslie), Hu, Y. (Youna), Zhang, H. (He), Xue, C. (Chenyi), Schmidt, E.M. (Ellen), Tang, Z.-Z. (Zheng-Zheng), Bizon, C. (Chris), Lange, E.M. (Ethan), Smith, A.V. (Davey), Turner, E.H. (Emily), Jun, Y. (Yang), Kang, H.M. (Hyun Min), Peloso, G.M. (Gina), Auer, P. (Paul), Li, K.-P. (Kuo-Ping), Flannick, J. (Jason), Zhang, J. (Ji), Fuchsberger, C. (Christian), Gaulton, K. (Kyle), Lindgren, C.M. (Cecilia), Locke, A. (Adam), Manning, A.K. (Alisa), Sim, X. (Xueling), Rivas, M.A. (Manuel), Holmen, O.L. (Oddgeir), Gottesman, R.F. (Rebecca), Lu, Y. (Yingchang), Ruderfer, D. (Douglas), Stahl, E.A. (Eli), Duan, Q. (Qing), Li, Y. (Yun), Durda, P. (Peter), Jiao, S. (Shuo), Isaacs, A.J. (Aaron), Hofman, A. (Albert), Bis, J.C. (Joshua), Correa, D.D., Griswold, M.D. (Michael), Jakobsdottir, M. (Margret), Schreiner, P.J. (Pamela), Feitosa, M.F. (Mary Furlan), Zhang, Q. (Qunyuan), Huffman, J.E. (Jennifer), Crosby, S., Wassel, C.L. (Christina), Do, R. (Ron), Franceschini, N. (Nora), Martin, L.W. (Lisa), Robinson, J.G. (Jennifer), Assimes, T.L. (Themistocles), Crosslin, D.R. (David), Rosenthal, E.A. (Elisabeth), Tsai, M.Y. (Michael), Rieder, M. (Mark), Farlow, D.N. (Deborah), Folsom, A.R. (Aaron), Lumley, T. (Thomas), Fox, E.R. (Ervin), Carlson, C.S. (Christopher), Peters, U. (Ulrike), Jackson, R.D. (Rebecca), Duijn, C.M. (Cornelia) van, Uitterlinden, A.G. (André), Levy, D. (Daniel), Rotter, J.I. (Jerome), Taylor, H.A. (Herman), Gudnason, V. (Vilmundur), Siscovick, D.S. (David), Fornage, M. (Myriam), Borecki, I.B. (Ingrid), Hayward, C. (Caroline), Rudan, I. (Igor), Chen, Y.E. (Y. Eugene), Bottinger, E.P. (Erwin), Loos, R.J.F. (Ruth), Sætrom, P. (Pål), Hveem, K. (Kristian), Boehnke, M. (Michael), Groop, L. (Leif), McCarthy, M.I. (Mark), Meitinger, T. (Thomas), Ballantyne, C. (Christie), Gabriel, S.B. (Stacey), O'Donnell, C.J. (Christopher), Post, W.S. (Wendy S.), North, K.E. (Kari), Reiner, A. (Alexander), Boerwinkle, E.A. (Eric), Psaty, B.M. (Bruce), Altshuler, D. (David), Kathiresan, S. (Sekar), Lin, D.Y. (Dan), Jarvik, G.P. (Gail), Cupples, L.A. (Adrienne), Kooperberg, C. (Charles), Wilson, J.G. (James), Nickerson, D.A. (Deborah), Abecasis, G.R. (Gonçalo), Rich, S.S. (Stephen), Tracy, R.P. (Russell), Willer, C.J. (Cristen), Lange, L.A. (Leslie), Hu, Y. (Youna), Zhang, H. (He), Xue, C. (Chenyi), Schmidt, E.M. (Ellen), Tang, Z.-Z. (Zheng-Zheng), Bizon, C. (Chris), Lange, E.M. (Ethan), Smith, A.V. (Davey), Turner, E.H. (Emily), Jun, Y. (Yang), Kang, H.M. (Hyun Min), Peloso, G.M. (Gina), Auer, P. (Paul), Li, K.-P. (Kuo-Ping), Flannick, J. (Jason), Zhang, J. (Ji), Fuchsberger, C. (Christian), Gaulton, K. (Kyle), Lindgren, C.M. (Cecilia), Locke, A. (Adam), Manning, A.K. (Alisa), Sim, X. (Xueling), Rivas, M.A. (Manuel), Holmen, O.L. (Oddgeir), Gottesman, R.F. (Rebecca), Lu, Y. (Yingchang), Ruderfer, D. (Douglas), Stahl, E.A. (Eli), Duan, Q. (Qing), Li, Y. (Yun), Durda, P. (Peter), Jiao, S. (Shuo), Isaacs, A.J. (Aaron), Hofman, A. (Albert), Bis, J.C. (Joshua), Correa, D.D., Griswold, M.D. (Michael), Jakobsdottir, M. (Margret), Schreiner, P.J. (Pamela), Feitosa, M.F. (Mary Furlan), Zhang, Q. (Qunyuan), Huffman, J.E. (Jennifer), Crosby, S., Wassel, C.L. (Christina), Do, R. (Ron), Franceschini, N. (Nora), Martin, L.W. (Lisa), Robinson, J.G. (Jennifer), Assimes, T.L. (Themistocles), Crosslin, D.R. (David), Rosenthal, E.A. (Elisabeth), Tsai, M.Y. (Michael), Rieder, M. (Mark), Farlow, D.N. (Deborah), Folsom, A.R. (Aaron), Lumley, T. (Thomas), Fox, E.R. (Ervin), Carlson, C.S. (Christopher), Peters, U. (Ulrike), Jackson, R.D. (Rebecca), Duijn, C.M. (Cornelia) van, Uitterlinden, A.G. (André), Levy, D. (Daniel), Rotter, J.I. (Jerome), Taylor, H.A. (Herman), Gudnason, V. (Vilmundur), Siscovick, D.S. (David), Fornage, M. (Myriam), Borecki, I.B. (Ingrid), Hayward, C. (Caroline), Rudan, I. (Igor), Chen, Y.E. (Y. Eugene), Bottinger, E.P. (Erwin), Loos, R.J.F. (Ruth), Sætrom, P. (Pål), Hveem, K. (Kristian), Boehnke, M. (Michael), Groop, L. (Leif), McCarthy, M.I. (Mark), Meitinger, T. (Thomas), Ballantyne, C. (Christie), Gabriel, S.B. (Stacey), O'Donnell, C.J. (Christopher), Post, W.S. (Wendy S.), North, K.E. (Kari), Reiner, A. (Alexander), Boerwinkle, E.A. (Eric), Psaty, B.M. (Bruce), Altshuler, D. (David), Kathiresan, S. (Sekar), Lin, D.Y. (Dan), Jarvik, G.P. (Gail), Cupples, L.A. (Adrienne), Kooperberg, C. (Charles), Wilson, J.G. (James), Nickerson, D.A. (Deborah), Abecasis, G.R. (Gonçalo), Rich, S.S. (Stephen), Tracy, R.P. (Russell), and Willer, C.J. (Cristen)

Abstract

Elevated low-density lipoprotein cholesterol (LDL-C) is a treatable, heritable risk factor for cardiovascular disease. Genome-wide association studies (GWASs) have identified 157 variants associated with lipid levels but are not well suited to assess the impact of rare and low-frequency variants. To determine whether rare or low-frequency coding variants are associated with LDL-C, we exome sequenced 2,005 individuals, including 554 individuals selected for extreme LDL-C (>98th or <2nd percentile). Follow-up analyses included sequencing of 1,302 additional individuals and genotype-based analysis of 52,221 individuals. We observed significant evidence of association between LDL-C and the burden of rare or low-frequency variants in PNPLA5, encoding a phospholipase-domain-containing protein, and both known and previousl

Published
2014
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49. Association of low-frequency and rare coding-sequence variants with blood lipids and coronary heart disease in 56,000 whites and blacks

Author

Peloso, G.M. (Gina), Auer, P. (Paul), Bis, J.C. (Joshua), Voorman, J.M. (Jeanine), Morrison, A.C. (Alanna), Stitziel, N.O. (Nathan), Brody, J.A. (Jennifer A.), Khetarpal, S.A. (Sumeet), Crosby, S., Fornage, M. (Myriam), Isaacs, A.J. (Aaron), Jakobsdottir, M. (Margret), Feitosa, M.F. (Mary Furlan), Davies, G. (Gail), Huffman, J.E. (Jennifer), Manichaikul, A. (Ani), Davis, B. (Brian), Lohman, K. (Kurt), Joon, A.Y. (Aron), Smith, A.V. (Davey), Grove, M.L. (Megan), Zanoni, P. (Paolo), Redon, V. (Valeska), Demissie, S. (Serkalem), Lawson, K. (Kim), Peters, U. (Ulrike), Carlson, C.S. (Christopher), Jackson, R.D. (Rebecca), Ryckman, K.K. (Kelli), MacKey, R.H. (Rachel), Robinson, J.G. (Jennifer), Siscovick, D.S. (David), Schreiner, P.J. (Pamela), Mychaleckyj, J.C. (Josyf), Pankow, J.S. (James), Hofman, A. (Albert), Uitterlinden, A.G. (André), Harris, T.B. (Tamara), Taylor, K.D. (Kent), Stafford, M., Reynolds, L.M. (Lindsay), Marioni, R.E. (Riccardo), Dehghan, A. (Abbas), Franco, O.H. (Oscar), Patel, A.P. (Aniruddh), Lu, Y. (Yingchang), Hindy, G. (George), Gottesman, R.F. (Rebecca), Bottinger, E.P. (Erwin), Melander, O. (Olle), Orho-Melander, M. (Marju), Loos, R.J.F. (Ruth), Duga, S. (Stefano), Merlini, P.A. (Piera), Farrall, M. (Martin), Goel, A. (Anuj), Asselta, R. (Rosanna), Girelli, D. (Domenico), Martinelli, N. (Nicola), Shah, S.H. (Svati), Kraus, T. (Thomas), Rader, D.J. (Daniel), Reilly, M.P. (Muredach), McPherson, R. (Ruth), Watkins, H. (Hugh), Ardissino, D. (Diego), Zhang, Q. (Qunyuan), Wang, J. (Judy), Tsai, M.Y. (Michael), Taylor, H.A. (Herman), Correa, D.D., Griswold, M.D. (Michael), Lange, L.A. (Leslie), Starr, J.M. (John), Rudan, I. (Igor), Eiriksdottir, G. (Gudny), Launer, L.J. (Lenore), Ordovas, J.M. (Jose), Levy, D. (Daniel), Chen, Y.-D.I. (Y.-D. Ida), Reiner, A. (Alexander), Hayward, C. (Caroline), Polasek, O. (Ozren), Deary, I.J. (Ian), Borecki, I.B. (Ingrid), Liu, Y. (YongMei), Gudnason, V. (Vilmundur), Wilson, J.G. (James), Duijn, C.M. (Cornelia) van, Kooperberg, C. (Charles), Rich, S.S. (Stephen), Psaty, B.M. (Bruce), Rotter, J.I. (Jerome), O'Donnell, C.J. (Christopher), Rice, K.M. (Kenneth), Boerwinkle, E.A. (Eric), Kathiresan, S. (Sekar), Cupples, L.A. (Adrienne), Li, M. (Mingyao), Peloso, G.M. (Gina), Auer, P. (Paul), Bis, J.C. (Joshua), Voorman, J.M. (Jeanine), Morrison, A.C. (Alanna), Stitziel, N.O. (Nathan), Brody, J.A. (Jennifer A.), Khetarpal, S.A. (Sumeet), Crosby, S., Fornage, M. (Myriam), Isaacs, A.J. (Aaron), Jakobsdottir, M. (Margret), Feitosa, M.F. (Mary Furlan), Davies, G. (Gail), Huffman, J.E. (Jennifer), Manichaikul, A. (Ani), Davis, B. (Brian), Lohman, K. (Kurt), Joon, A.Y. (Aron), Smith, A.V. (Davey), Grove, M.L. (Megan), Zanoni, P. (Paolo), Redon, V. (Valeska), Demissie, S. (Serkalem), Lawson, K. (Kim), Peters, U. (Ulrike), Carlson, C.S. (Christopher), Jackson, R.D. (Rebecca), Ryckman, K.K. (Kelli), MacKey, R.H. (Rachel), Robinson, J.G. (Jennifer), Siscovick, D.S. (David), Schreiner, P.J. (Pamela), Mychaleckyj, J.C. (Josyf), Pankow, J.S. (James), Hofman, A. (Albert), Uitterlinden, A.G. (André), Harris, T.B. (Tamara), Taylor, K.D. (Kent), Stafford, M., Reynolds, L.M. (Lindsay), Marioni, R.E. (Riccardo), Dehghan, A. (Abbas), Franco, O.H. (Oscar), Patel, A.P. (Aniruddh), Lu, Y. (Yingchang), Hindy, G. (George), Gottesman, R.F. (Rebecca), Bottinger, E.P. (Erwin), Melander, O. (Olle), Orho-Melander, M. (Marju), Loos, R.J.F. (Ruth), Duga, S. (Stefano), Merlini, P.A. (Piera), Farrall, M. (Martin), Goel, A. (Anuj), Asselta, R. (Rosanna), Girelli, D. (Domenico), Martinelli, N. (Nicola), Shah, S.H. (Svati), Kraus, T. (Thomas), Rader, D.J. (Daniel), Reilly, M.P. (Muredach), McPherson, R. (Ruth), Watkins, H. (Hugh), Ardissino, D. (Diego), Zhang, Q. (Qunyuan), Wang, J. (Judy), Tsai, M.Y. (Michael), Taylor, H.A. (Herman), Correa, D.D., Griswold, M.D. (Michael), Lange, L.A. (Leslie), Starr, J.M. (John), Rudan, I. (Igor), Eiriksdottir, G. (Gudny), Launer, L.J. (Lenore), Ordovas, J.M. (Jose), Levy, D. (Daniel), Chen, Y.-D.I. (Y.-D. Ida), Reiner, A. (Alexander), Hayward, C. (Caroline), Polasek, O. (Ozren), Deary, I.J. (Ian), Borecki, I.B. (Ingrid), Liu, Y. (YongMei), Gudnason, V. (Vilmundur), Wilson, J.G. (James), Duijn, C.M. (Cornelia) van, Kooperberg, C. (Charles), Rich, S.S. (Stephen), Psaty, B.M. (Bruce), Rotter, J.I. (Jerome), O'Donnell, C.J. (Christopher), Rice, K.M. (Kenneth), Boerwinkle, E.A. (Eric), Kathiresan, S. (Sekar), Cupples, L.A. (Adrienne), and Li, M. (Mingyao)

Abstract

Low-frequency coding DNA sequence variants in the proprotein convertase subtilisin/kexin type 9 gene (PCSK9) lower plasma low-density lipoprotein cholesterol (LDL-C), protect against risk of coronary heart disease (CHD), and have prompted the development of a new class of therapeutics. It is uncertain whether the PCSK9 example represents a paradigm or an isolated exception. We used the "Exome Array" to genotype >200,000 low-frequency and rare coding sequence variants across the genome in 56,538 individuals (42,208 European ancestry [EA] and 14,330 African ancestry [AA]) and tested these variants for association with LDL-C, high-density lipoprotein cholesterol (HDL-C), and triglycerides. Although we did not identify new genes associated with LDL-C, we did identify four low-frequency (frequencies between 0.1% and 2%) variants (ANGPTL8 rs145464906 [c.361C>T; p.Gln121-], PAFAH1B2 rs186808413 [c.482C>T; p.Ser161Leu], COL18A1 rs114139997 [c.331G>A; p.Gly111Arg], and PCSK7 rs142953140 [c.1511G>A; p.Arg504His]) with large effects on HDL-C and/or triglycerides. None of these four variants was associated with risk for CHD, suggesting that examples of low-frequency coding variants with robust effects on both lipids and CHD will be limited.

Published
2014
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50. Pleiotropic genes for metabolic syndrome and inflammation

Author

Kraja, A. (Aldi), Chasman, D.I. (Daniel), North, K.E. (Kari), Reiner, A. (Alexander), Yanek, L.R. (Lisa), Kilpeläinen, T.O. (Tuomas), Smith, J.A. (Jennifer), Dehghan, A. (Abbas), Dupuis, J. (Josée), Johnson, A.D. (Andrew), Feitosa, M.F. (Mary Furlan), Tekola-Ayele, F. (Fasil), Chu, A.Y. (Audrey), Nolte, I.M. (Ilja), Dastani, Z. (Zari), Morris, A.P. (Andrew), Pendergrass, S.A. (Sarah), Sun, Y.V. (Yan), Ritchie, M.D. (Marylyn), Vaez, A. (Ahmad), Lin, H. (Honghuang), Ligthart, S. (Symen), Marullo, L. (Letizia), Rohde, R. (Rebecca), Shao, Y. (Yaming), Ziegler, M.A. (Mark), Im, K.M. (Kate), Schnabel, R.B. (Renate), Jorgensen, T. (Torben), Jørgensen, M.E. (Marit), Hansen, T. (T.), Pedersen, O. (Oluf), Stolk, R.P. (Ronald), Snieder, H. (Harold), Hofman, A. (Albert), Uitterlinden, A.G. (André), Franco, O.H. (Oscar), Ikram, M.A. (Arfan), Richards, J.B. (Brent), Rotimi, C. (Charles), Wilson, J.G. (James), Lange, L.A. (Leslie), Ganesh, S.K. (Santhi), Nalls, M.A. (Michael), Rasmussen-Torvik, L.J. (Laura), Pankow, J.S. (James), Coresh, J. (Josef), Tang, W. (Weihong), Kao, W.-H.L. (Linda), Boerwinkle, E.A. (Eric), Morrison, A.C. (Alanna), Ridker, P.M. (Paul), Becker, D.M. (Diane), Rotter, J.I. (Jerome), Kardia, S.L.R. (Sharon), Loos, R.J.F. (Ruth), Larson, M.G. (Martin), Hsu, Y.-H. (Yi-Hsiang), Province, M.A. (Mike), Tracy, R.P. (Russell), Voight, B.F. (Benjamin), Vaidya, D. (Dhananjay), O'Donnell, C.J. (Christopher), Benjamin, E.J. (Emelia), Alizadeh, B.Z. (Behrooz), Prokopenko, I. (Inga), Meigs, J.B. (James), Borecki, I.B. (Ingrid), Kraja, A. (Aldi), Chasman, D.I. (Daniel), North, K.E. (Kari), Reiner, A. (Alexander), Yanek, L.R. (Lisa), Kilpeläinen, T.O. (Tuomas), Smith, J.A. (Jennifer), Dehghan, A. (Abbas), Dupuis, J. (Josée), Johnson, A.D. (Andrew), Feitosa, M.F. (Mary Furlan), Tekola-Ayele, F. (Fasil), Chu, A.Y. (Audrey), Nolte, I.M. (Ilja), Dastani, Z. (Zari), Morris, A.P. (Andrew), Pendergrass, S.A. (Sarah), Sun, Y.V. (Yan), Ritchie, M.D. (Marylyn), Vaez, A. (Ahmad), Lin, H. (Honghuang), Ligthart, S. (Symen), Marullo, L. (Letizia), Rohde, R. (Rebecca), Shao, Y. (Yaming), Ziegler, M.A. (Mark), Im, K.M. (Kate), Schnabel, R.B. (Renate), Jorgensen, T. (Torben), Jørgensen, M.E. (Marit), Hansen, T. (T.), Pedersen, O. (Oluf), Stolk, R.P. (Ronald), Snieder, H. (Harold), Hofman, A. (Albert), Uitterlinden, A.G. (André), Franco, O.H. (Oscar), Ikram, M.A. (Arfan), Richards, J.B. (Brent), Rotimi, C. (Charles), Wilson, J.G. (James), Lange, L.A. (Leslie), Ganesh, S.K. (Santhi), Nalls, M.A. (Michael), Rasmussen-Torvik, L.J. (Laura), Pankow, J.S. (James), Coresh, J. (Josef), Tang, W. (Weihong), Kao, W.-H.L. (Linda), Boerwinkle, E.A. (Eric), Morrison, A.C. (Alanna), Ridker, P.M. (Paul), Becker, D.M. (Diane), Rotter, J.I. (Jerome), Kardia, S.L.R. (Sharon), Loos, R.J.F. (Ruth), Larson, M.G. (Martin), Hsu, Y.-H. (Yi-Hsiang), Province, M.A. (Mike), Tracy, R.P. (Russell), Voight, B.F. (Benjamin), Vaidya, D. (Dhananjay), O'Donnell, C.J. (Christopher), Benjamin, E.J. (Emelia), Alizadeh, B.Z. (Behrooz), Prokopenko, I. (Inga), Meigs, J.B. (James), and Borecki, I.B. (Ingrid)

Abstract

Metabolic syndrome (MetS) has become a health and financial burden worldwide. The MetS definition captures clustering of risk factors that predict higher risk for diabetes mellitus and cardiovascular disease. Our study hypothesis is that additional to genes influencing individual MetS risk factors, genetic variants exist that influence MetS and inflammatory markers forming a predisposing MetS genetic network. To test this hypothesis a staged approach was undertaken. (a) We analyzed 17 metabolic and inflammatory traits in more than 85,500 participants from 14 large epidemiological studies within the Cross Consortia Pleiotropy Group. Individuals classified with MetS (NCEP definition), versus those without, showed on average significantly different levels for most inflammatory markers studied. (b) Paired average correlations between 8 metabolic traits and 9 inflammatory markers from the same studies as above, estimated with two methods, and factor analyses on large simulated data, helped in identifying 8 combinations of traits for follow-up

Published
2014
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