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1. Associations of autozygosity with a broad range of human phenotypes

Author: David W Clark, Yukinori Okada, Kristjan H S Moore, Dan Mason, Nicola Pirastu, Ilaria Gandin, Hannele Mattsson, Catriona L K Barnes, Kuang Lin, Jing Hua Zhao, Patrick Deelen, Rebecca Rohde, Claudia Schurmann, Xiuqing Guo, Franco Giulianini, Weihua Zhang, Carolina Medina-Gomez, Robert Karlsson, Yanchun Bao, Traci M Bartz, Clemens Baumbach, Ginevra Biino, Matthew J Bixley, Marco Brumat, Jin-Fang Chai, Tanguy Corre, Diana L Cousminer, Annelot M Dekker, David A Eccles, Kristel R van Eijk, Christian Fuchsberger, He Gao, Marine Germain, Scott D Gordon, Hugoline G de Haan, Sarah E Harris, Edith Hofer, Alicia Huerta-Chagoya, Catherine Igartua, Iris E Jansen, Yucheng Jia, Tim Kacprowski, Torgny Karlsson, Marcus E Kleber, Shengchao Alfred Li, Ruifang Li-Gao, Anubha Mahajan, Koichi Matsuda, Karina Meidtner, Weihua Meng, May E Montasser, Peter J van der Most, Matthias Munz, Teresa Nutile, Teemu Palviainen, Gauri Prasad, Rashmi B Prasad, Tallapragada Divya Sri Priyanka, Federica Rizzi, Erika Salvi, Bishwa R Sapkota, Daniel Shriner, Line Skotte, Melissa C Smart, Albert Vernon Smith, Ashley van der Spek, Cassandra N Spracklen, Rona J Strawbridge, Salman M Tajuddin, Stella Trompet, Constance Turman, Niek Verweij, Clara Viberti, Lihua Wang, Helen R Warren, Robyn E Wootton, Lisa R Yanek, Jie Yao, Noha A Yousri, Wei Zhao, Adebowale A Adeyemo, Saima Afaq, Carlos Alberto Aguilar-Salinas, Masato Akiyama, Matthew L Albert, Matthew A Allison, Maris Alver, Tin Aung, Fereidoun Azizi, Amy R Bentley, Heiner Boeing, Eric Boerwinkle, Judith B Borja, Gert J de Borst, Erwin P Bottinger, Linda Broer, Harry Campbell, Stephen Chanock, Miao-Li Chee, Guanjie Chen, Yii-Der I Chen, Zhengming Chen, Yen-Feng Chiu, Massimiliano Cocca, Francis S Collins, Maria Pina Concas, Janie Corley, Giovanni Cugliari, Rob M van Dam, Anna Damulina, Maryam S Daneshpour, Felix R Day, Graciela E Delgado, Klodian Dhana, Alexander S F Doney, Marcus Dörr, Ayo P Doumatey, Nduna Dzimiri, S Sunna Ebenesersdóttir, Joshua Elliott, Paul Elliott, Ralf Ewert, Janine F Felix, Krista Fischer, Barry I Freedman, Giorgia Girotto, Anuj Goel, Martin Gögele, Mark O Goodarzi, Mariaelisa Graff, Einat Granot-Hershkovitz, Francine Grodstein, Simonetta Guarrera, Daniel F Gudbjartsson, Kamran Guity, Bjarni Gunnarsson, Yu Guo, Saskia P Hagenaars, Christopher A Haiman, Avner Halevy, Tamara B Harris, Mehdi Hedayati, David A van Heel, Makoto Hirata, Imo Höfer, Chao Agnes Hsiung, Jinyan Huang, Yi-Jen Hung, M Arfan Ikram, Anuradha Jagadeesan, Pekka Jousilahti, Yoichiro Kamatani, Masahiro Kanai, Nicola D Kerrison, Thorsten Kessler, Kay-Tee Khaw, Chiea Chuen Khor, Dominique P V de Kleijn, Woon-Puay Koh, Ivana Kolcic, Peter Kraft, Bernhard K Krämer, Zoltán Kutalik, Johanna Kuusisto, Claudia Langenberg, Lenore J Launer, Deborah A Lawlor, I-Te Lee, Wen-Jane Lee, Markus M Lerch, Liming Li, Jianjun Liu, Marie Loh, Stephanie J London, Stephanie Loomis, Yingchang Lu, Jian’an Luan, Reedik Mägi, Ani W Manichaikul, Paolo Manunta, Gísli Másson, Nana Matoba, Xue W Mei, Christa Meisinger, Thomas Meitinger, Massimo Mezzavilla, Lili Milani, Iona Y Millwood, Yukihide Momozawa, Amy Moore, Pierre-Emmanuel Morange, Hortensia Moreno-Macías, Trevor A Mori, Alanna C Morrison, Taulant Muka, Yoshinori Murakami, Alison D Murray, Renée de Mutsert, Josyf C Mychaleckyj, Mike A Nalls, Matthias Nauck, Matt J Neville, Ilja M Nolte, Ken K Ong, Lorena Orozco, Sandosh Padmanabhan, Gunnar Pálsson, James S Pankow, Cristian Pattaro, Alison Pattie, Ozren Polasek, Neil Poulter, Peter P Pramstaller, Lluis Quintana-Murci, Katri Räikkönen, Sarju Ralhan, Dabeeru C Rao, Wouter van Rheenen, Stephen S Rich, Paul M Ridker, Cornelius A Rietveld, Antonietta Robino, Frank J A van Rooij, Daniela Ruggiero, Yasaman Saba, Charumathi Sabanayagam, Maria Sabater-Lleal, Cinzia Felicita Sala, Veikko Salomaa, Kevin Sandow, Helena Schmidt, Laura J Scott, William R Scott, Bahareh Sedaghati-Khayat, Bengt Sennblad, Jessica van Setten, Peter J Sever, Wayne H-H Sheu, Yuan Shi, Smeeta Shrestha, Sharvari Rahul Shukla, Jon K Sigurdsson, Timo Tonis Sikka, Jai Rup Singh, Blair H Smith, Alena Stančáková, Alice Stanton, John M Starr, Lilja Stefansdottir, Leon Straker, Patrick Sulem, Gardar Sveinbjornsson, Morris A Swertz, Adele M Taylor, Kent D Taylor, Natalie Terzikhan, Yih-Chung Tham, Gudmar Thorleifsson, Unnur Thorsteinsdottir, Annika Tillander, Russell P Tracy, Teresa Tusié-Luna, Ioanna Tzoulaki, Simona Vaccargiu, Jagadish Vangipurapu, Jan H Veldink, Veronique Vitart, Uwe Völker, Eero Vuoksimaa, Salma M Wakil, Melanie Waldenberger, Gurpreet S Wander, Ya Xing Wang, Nicholas J Wareham, Sarah Wild, Chittaranjan S Yajnik, Jian-Min Yuan, Lingyao Zeng, Liang Zhang, Jie Zhou, Najaf Amin, Folkert W Asselbergs, Stephan J L Bakker, Diane M Becker, Benjamin Lehne, David A Bennett, Leonard H van den Berg, Sonja I Berndt, Dwaipayan Bharadwaj, Lawrence F Bielak, Murielle Bochud, Mike Boehnke, Claude Bouchard, Jonathan P Bradfield, Jennifer A Brody, Archie Campbell, Shai Carmi, Mark J Caulfield, David Cesarini, John C Chambers, Giriraj Ratan Chandak, Ching-Yu Cheng, Marina Ciullo, Marilyn Cornelis, Daniele Cusi, George Davey Smith, Ian J Deary, Rajkumar Dorajoo, Cornelia M van Duijn, David Ellinghaus, Jeanette Erdmann, Johan G Eriksson, Evangelos Evangelou, Michele K Evans, Jessica D Faul, Bjarke Feenstra, Mary Feitosa, Sylvain Foisy, Andre Franke, Yechiel Friedlander, Paolo Gasparini, Christian Gieger, Clicerio Gonzalez, Philippe Goyette, Struan F A Grant, Lyn R Griffiths, Leif Groop, Vilmundur Gudnason, Ulf Gyllensten, Hakon Hakonarson, Anders Hamsten, Pim van der Harst, Chew-Kiat Heng, Andrew A Hicks, Hagit Hochner, Heikki Huikuri, Steven C Hunt, Vincent W V Jaddoe, Philip L De Jager, Magnus Johannesson, Åsa Johansson, Jost B Jonas, J Wouter Jukema, Juhani Junttila, Jaakko Kaprio, Sharon L. R. Kardia, Fredrik Karpe, Meena Kumari, Markku Laakso, Sander W van der Laan, Jari Lahti, Matthias Laudes, Rodney A Lea, Wolfgang Lieb, Thomas Lumley, Nicholas G Martin, Winfried März, Giuseppe Matullo, Mark I McCarthy, Sarah E Medland, Tony R Merriman, Andres Metspalu, Brian F Meyer, Karen L Mohlke, Grant W Montgomery, Dennis Mook-Kanamori, Patricia B Munroe, Kari E North, Dale R Nyholt, Jeffery R O’connell, Carole Ober, Albertine J Oldehinkel, Walter Palmas, Colin Palmer, Gerard G Pasterkamp, Etienne Patin, Craig E Pennell, Louis Perusse, Patricia A Peyser, Mario Pirastu, Tinca J. C. Polderman, David J Porteous, Danielle Posthuma, Bruce M Psaty, John D Rioux, Fernando Rivadeneira, Charles Rotimi, Jerome I Rotter, Igor Rudan, Hester M Den Ruijter, Dharambir K Sanghera, Naveed Sattar, Reinhold Schmidt, Matthias B Schulze, Heribert Schunkert, Robert A Scott, Alan R Shuldiner, Xueling Sim, Neil Small, Jennifer A Smith, Nona Sotoodehnia, E-Shyong Tai, Alexander Teumer, Nicholas J Timpson, Daniela Toniolo, David-Alexandre Tregouet, Tiinamaija Tuomi, Peter Vollenweider, Carol A Wang, David R Weir, John B Whitfield, Cisca Wijmenga, Tien-Yin Wong, John Wright, Jingyun Yang, Lei Yu, Babette S Zemel, Alan B Zonderman, Markus Perola, Patrik K. E. Magnusson, André G Uitterlinden, Jaspal S Kooner, Daniel I Chasman, Ruth J. F. Loos, Nora Franceschini, Lude Franke, Chris S Haley, Caroline Hayward, Robin G Walters, John R. B. Perry, Tōnu Esko, Agnar Helgason, Kari Stefansson, Peter K Joshi, Michiaki Kubo, and James F Wilson
Subjects: Science
Abstract: Inbreeding depression has been observed in many different species, but in humans a systematic analysis has been difficult so far. Here, analysing more than 1.3 million individuals, the authors show that a genomic inbreeding coefficient (FROH) is associated with disadvantageous outcomes in 32 out of 100 traits tested.
Published: 2019
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2. Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits.

Author: Suzanne Vogelezang, Jonathan P Bradfield, Tarunveer S Ahluwalia, John A Curtin, Timo A Lakka, Niels Grarup, Markus Scholz, Peter J van der Most, Claire Monnereau, Evie Stergiakouli, Anni Heiskala, Momoko Horikoshi, Iryna O Fedko, Natalia Vilor-Tejedor, Diana L Cousminer, Marie Standl, Carol A Wang, Jorma Viikari, Frank Geller, Carmen Íñiguez, Niina Pitkänen, Alessandra Chesi, Jonas Bacelis, Loic Yengo, Maties Torrent, Ioanna Ntalla, Øyvind Helgeland, Saskia Selzam, Judith M Vonk, Mohammed H Zafarmand, Barbara Heude, Ismaa Sadaf Farooqi, Akram Alyass, Robin N Beaumont, Christian T Have, Peter Rzehak, Jose Ramon Bilbao, Theresia M Schnurr, Inês Barroso, Klaus Bønnelykke, Lawrence J Beilin, Lisbeth Carstensen, Marie-Aline Charles, Bo Chawes, Karine Clément, Ricardo Closa-Monasterolo, Adnan Custovic, Johan G Eriksson, Joaquin Escribano, Maria Groen-Blokhuis, Veit Grote, Dariusz Gruszfeld, Hakon Hakonarson, Torben Hansen, Andrew T Hattersley, Mette Hollensted, Jouke-Jan Hottenga, Elina Hyppönen, Stefan Johansson, Raimo Joro, Mika Kähönen, Ville Karhunen, Wieland Kiess, Bridget A Knight, Berthold Koletzko, Andreas Kühnapfel, Kathrin Landgraf, Jean-Paul Langhendries, Terho Lehtimäki, Jaakko T Leinonen, Aihuali Li, Virpi Lindi, Estelle Lowry, Mariona Bustamante, Carolina Medina-Gomez, Mads Melbye, Kim F Michaelsen, Camilla S Morgen, Trevor A Mori, Tenna R H Nielsen, Harri Niinikoski, Albertine J Oldehinkel, Katja Pahkala, Kalliope Panoutsopoulou, Oluf Pedersen, Craig E Pennell, Christine Power, Sijmen A Reijneveld, Fernando Rivadeneira, Angela Simpson, Peter D Sly, Jakob Stokholm, Kook K Teo, Elisabeth Thiering, Nicholas J Timpson, André G Uitterlinden, Catharina E M van Beijsterveldt, Barbera D C van Schaik, Marc Vaudel, Elvira Verduci, Rebecca K Vinding, Mandy Vogel, Eleftheria Zeggini, Sylvain Sebert, Mads V Lind, Christopher D Brown, Loreto Santa-Marina, Eva Reischl, Christine Frithioff-Bøjsøe, David Meyre, Eleanor Wheeler, Ken Ong, Ellen A Nohr, Tanja G M Vrijkotte, Gerard H Koppelman, Robert Plomin, Pål R Njølstad, George D Dedoussis, Philippe Froguel, Thorkild I A Sørensen, Bo Jacobsson, Rachel M Freathy, Babette S Zemel, Olli Raitakari, Martine Vrijheid, Bjarke Feenstra, Leo-Pekka Lyytikäinen, Harold Snieder, Holger Kirsten, Patrick G Holt, Joachim Heinrich, Elisabeth Widén, Jordi Sunyer, Dorret I Boomsma, Marjo-Riitta Järvelin, Antje Körner, George Davey Smith, Jens-Christian Holm, Mustafa Atalay, Clare Murray, Hans Bisgaard, Mark I McCarthy, Early Growth Genetics Consortium, Vincent W V Jaddoe, Struan F A Grant, and Janine F Felix
Subjects: Genetics, QH426-470
Abstract: The genetic background of childhood body mass index (BMI), and the extent to which the well-known associations of childhood BMI with adult diseases are explained by shared genetic factors, are largely unknown. We performed a genome-wide association study meta-analysis of BMI in 61,111 children aged between 2 and 10 years. Twenty-five independent loci reached genome-wide significance in the combined discovery and replication analyses. Two of these, located near NEDD4L and SLC45A3, have not previously been reported in relation to either childhood or adult BMI. Positive genetic correlations of childhood BMI with birth weight and adult BMI, waist-to-hip ratio, diastolic blood pressure and type 2 diabetes were detected (Rg ranging from 0.11 to 0.76, P-values
Published: 2020
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3. Discovery and fine-mapping of adiposity loci using high density imputation of genome-wide association studies in individuals of African ancestry: African Ancestry Anthropometry Genetics Consortium.

Author: Maggie C Y Ng, Mariaelisa Graff, Yingchang Lu, Anne E Justice, Poorva Mudgal, Ching-Ti Liu, Kristin Young, Lisa R Yanek, Mary F Feitosa, Mary K Wojczynski, Kristin Rand, Jennifer A Brody, Brian E Cade, Latchezar Dimitrov, Qing Duan, Xiuqing Guo, Leslie A Lange, Michael A Nalls, Hayrettin Okut, Salman M Tajuddin, Bamidele O Tayo, Sailaja Vedantam, Jonathan P Bradfield, Guanjie Chen, Wei-Min Chen, Alessandra Chesi, Marguerite R Irvin, Badri Padhukasahasram, Jennifer A Smith, Wei Zheng, Matthew A Allison, Christine B Ambrosone, Elisa V Bandera, Traci M Bartz, Sonja I Berndt, Leslie Bernstein, William J Blot, Erwin P Bottinger, John Carpten, Stephen J Chanock, Yii-Der Ida Chen, David V Conti, Richard S Cooper, Myriam Fornage, Barry I Freedman, Melissa Garcia, Phyllis J Goodman, Yu-Han H Hsu, Jennifer Hu, Chad D Huff, Sue A Ingles, Esther M John, Rick Kittles, Eric Klein, Jin Li, Barbara McKnight, Uma Nayak, Barbara Nemesure, Adesola Ogunniyi, Andrew Olshan, Michael F Press, Rebecca Rohde, Benjamin A Rybicki, Babatunde Salako, Maureen Sanderson, Yaming Shao, David S Siscovick, Janet L Stanford, Victoria L Stevens, Alex Stram, Sara S Strom, Dhananjay Vaidya, John S Witte, Jie Yao, Xiaofeng Zhu, Regina G Ziegler, Alan B Zonderman, Adebowale Adeyemo, Stefan Ambs, Mary Cushman, Jessica D Faul, Hakon Hakonarson, Albert M Levin, Katherine L Nathanson, Erin B Ware, David R Weir, Wei Zhao, Degui Zhi, Bone Mineral Density in Childhood Study (BMDCS) Group, Donna K Arnett, Struan F A Grant, Sharon L R Kardia, Olufunmilayo I Oloapde, D C Rao, Charles N Rotimi, Michele M Sale, L Keoki Williams, Babette S Zemel, Diane M Becker, Ingrid B Borecki, Michele K Evans, Tamara B Harris, Joel N Hirschhorn, Yun Li, Sanjay R Patel, Bruce M Psaty, Jerome I Rotter, James G Wilson, Donald W Bowden, L Adrienne Cupples, Christopher A Haiman, Ruth J F Loos, and Kari E North
Subjects: Genetics, QH426-470
Abstract: Genome-wide association studies (GWAS) have identified >300 loci associated with measures of adiposity including body mass index (BMI) and waist-to-hip ratio (adjusted for BMI, WHRadjBMI), but few have been identified through screening of the African ancestry genomes. We performed large scale meta-analyses and replications in up to 52,895 individuals for BMI and up to 23,095 individuals for WHRadjBMI from the African Ancestry Anthropometry Genetics Consortium (AAAGC) using 1000 Genomes phase 1 imputed GWAS to improve coverage of both common and low frequency variants in the low linkage disequilibrium African ancestry genomes. In the sex-combined analyses, we identified one novel locus (TCF7L2/HABP2) for WHRadjBMI and eight previously established loci at P < 5×10-8: seven for BMI, and one for WHRadjBMI in African ancestry individuals. An additional novel locus (SPRYD7/DLEU2) was identified for WHRadjBMI when combined with European GWAS. In the sex-stratified analyses, we identified three novel loci for BMI (INTS10/LPL and MLC1 in men, IRX4/IRX2 in women) and four for WHRadjBMI (SSX2IP, CASC8, PDE3B and ZDHHC1/HSD11B2 in women) in individuals of African ancestry or both African and European ancestry. For four of the novel variants, the minor allele frequency was low (
Published: 2017
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4. Genome-wide analyses of neonatal jaundice reveal a marked departure from adult bilirubin metabolism

Author: Pol Solé-Navais, Julius Juodakis, Karin Ytterberg, Xiaoping Wu, Jonathan P. Bradfield, Marc Vaudel, Abigail L. LaBella, Øyvind Helgeland, Christopher Flatley, Frank Geller, Moshe Finel, Mengqi Zhao, Philip Lazarus, Hakon Hakonarson, Per Magnus, Ole A. Andreassen, Pål R. Njølstad, Struan F. A. Grant, Bjarke Feenstra, Louis J. Muglia, Stefan Johansson, Ge Zhang, and Bo Jacobsson
Subjects: Science
Abstract: Abstract Jaundice affects almost all neonates in their first days of life and is caused by the accumulation of bilirubin. Although the core biochemistry of bilirubin metabolism is well understood, it is not clear why some neonates experience more severe jaundice and require treatment with phototherapy. Here, we present the first genome-wide association study of neonatal jaundice to date in nearly 30,000 parent-offspring trios from Norway (cases ≈ 2000). The alternate allele of a common missense variant affecting the sequence of UGT1A4 reduces the susceptibility to jaundice five-fold, which replicated in separate cohorts of neonates of African American and European ancestries. eQTL colocalization analyses indicate that the association may be driven by regulation of UGT1A1 in the intestines, but not in the liver. Our results reveal marked differences in the genetic variants involved in neonatal jaundice compared to those regulating bilirubin levels in adults, suggesting distinct genetic mechanisms for the same biological pathways.
Published: 2024
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5. Investigating the Causal Relationship of C-Reactive Protein with 32 Complex Somatic and Psychiatric Outcomes: A Large-Scale Cross-Consortium Mendelian Randomization Study.

Author: Bram P Prins, Ali Abbasi, Anson Wong, Ahmad Vaez, Ilja Nolte, Nora Franceschini, Philip E Stuart, Javier Guterriez Achury, Vanisha Mistry, Jonathan P Bradfield, Ana M Valdes, Jose Bras, Aleksey Shatunov, PAGE Consortium, International Stroke Genetics Consortium, Systemic Sclerosis consortium, Treat OA consortium, DIAGRAM Consortium, CARDIoGRAMplusC4D Consortium, ALS consortium, International Parkinson’s Disease Genomics Consortium, Autism Spectrum Disorder Working Group of the Psychiatric Genomics Consortium, CKDGen consortium, GERAD1 Consortium, International Consortium for Blood Pressure, Schizophrenia Working Group of the Psychiatric Genomics Consortium, Inflammation Working Group of the CHARGE Consortium, Chen Lu, Buhm Han, Soumya Raychaudhuri, Steve Bevan, Maureen D Mayes, Lam C Tsoi, Evangelos Evangelou, Rajan P Nair, Struan F A Grant, Constantin Polychronakos, Timothy R D Radstake, David A van Heel, Melanie L Dunstan, Nicholas W Wood, Ammar Al-Chalabi, Abbas Dehghan, Hakon Hakonarson, Hugh S Markus, James T Elder, Jo Knight, Dan E Arking, Timothy D Spector, Bobby P C Koeleman, Cornelia M van Duijn, Javier Martin, Andrew P Morris, Rinse K Weersma, Cisca Wijmenga, Patricia B Munroe, John R B Perry, Jennie G Pouget, Yalda Jamshidi, Harold Snieder, and Behrooz Z Alizadeh
Subjects: Medicine
Abstract: BackgroundC-reactive protein (CRP) is associated with immune, cardiometabolic, and psychiatric traits and diseases. Yet it is inconclusive whether these associations are causal.Methods and findingsWe performed Mendelian randomization (MR) analyses using two genetic risk scores (GRSs) as instrumental variables (IVs). The first GRS consisted of four single nucleotide polymorphisms (SNPs) in the CRP gene (GRSCRP), and the second consisted of 18 SNPs that were significantly associated with CRP levels in the largest genome-wide association study (GWAS) to date (GRSGWAS). To optimize power, we used summary statistics from GWAS consortia and tested the association of these two GRSs with 32 complex somatic and psychiatric outcomes, with up to 123,865 participants per outcome from populations of European ancestry. We performed heterogeneity tests to disentangle the pleiotropic effect of IVs. A Bonferroni-corrected significance level of less than 0.0016 was considered statistically significant. An observed p-value equal to or less than 0.05 was considered nominally significant evidence for a potential causal association, yet to be confirmed. The strengths (F-statistics) of the IVs were 31.92-3,761.29 and 82.32-9,403.21 for GRSCRP and GRSGWAS, respectively. CRP GRSGWAS showed a statistically significant protective relationship of a 10% genetically elevated CRP level with the risk of schizophrenia (odds ratio [OR] 0.86 [95% CI 0.79-0.94]; p < 0.001). We validated this finding with individual-level genotype data from the schizophrenia GWAS (OR 0.96 [95% CI 0.94-0.98]; p < 1.72 × 10-6). Further, we found that a standardized CRP polygenic risk score (CRPPRS) at p-value thresholds of 1 × 10-4, 0.001, 0.01, 0.05, and 0.1 using individual-level data also showed a protective effect (OR < 1.00) against schizophrenia; the first CRPPRS (built of SNPs with p < 1 × 10-4) showed a statistically significant (p < 2.45 × 10-4) protective effect with an OR of 0.97 (95% CI 0.95-0.99). The CRP GRSGWAS showed that a 10% increase in genetically determined CRP level was significantly associated with coronary artery disease (OR 0.88 [95% CI 0.84-0.94]; p < 2.4 × 10-5) and was nominally associated with the risk of inflammatory bowel disease (OR 0.85 [95% CI 0.74-0.98]; p < 0.03), Crohn disease (OR 0.81 [95% CI 0.70-0.94]; p < 0.005), psoriatic arthritis (OR 1.36 [95% CI 1.00-1.84]; p < 0.049), knee osteoarthritis (OR 1.17 [95% CI 1.01-1.36]; p < 0.04), and bipolar disorder (OR 1.21 [95% CI 1.05-1.40]; p < 0.007) and with an increase of 0.72 (95% CI 0.11-1.34; p < 0.02) mm Hg in systolic blood pressure, 0.45 (95% CI 0.06-0.84; p < 0.02) mm Hg in diastolic blood pressure, 0.01 ml/min/1.73 m2 (95% CI 0.003-0.02; p < 0.005) in estimated glomerular filtration rate from serum creatinine, 0.01 g/dl (95% CI 0.0004-0.02; p < 0.04) in serum albumin level, and 0.03 g/dl (95% CI 0.008-0.05; p < 0.009) in serum protein level. However, after adjustment for heterogeneity, neither GRS showed a significant effect of CRP level (at p < 0.0016) on any of these outcomes, including coronary artery disease, nor on the other 20 complex outcomes studied. Our study has two potential limitations: the limited variance explained by our genetic instruments modeling CRP levels in blood and the unobserved bias introduced by the use of summary statistics in our MR analyses.ConclusionsGenetically elevated CRP levels showed a significant potentially protective causal relationship with risk of schizophrenia. We observed nominal evidence at an observed p < 0.05 using either GRSCRP or GRSGWAS-with persistence after correction for heterogeneity-for a causal relationship of elevated CRP levels with psoriatic osteoarthritis, rheumatoid arthritis, knee osteoarthritis, systolic blood pressure, diastolic blood pressure, serum albumin, and bipolar disorder. These associations remain yet to be confirmed. We cannot verify any causal effect of CRP level on any of the other common somatic and neuropsychiatric outcomes investigated in the present study. This implies that interventions that lower CRP level are unlikely to result in decreased risk for the majority of common complex outcomes.
Published: 2016
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6. Association of the BANK1 R61H variant with systemic lupus erythematosus in Americans of European and African ancestry

Author: Struan FA Grant, Michelle Petri, Jonathan P Bradfield, Cecilia E Kim, Erin Santa, and et al
Subjects: Medicine (General), R5-920, Genetics, QH426-470
Abstract: Struan FA Grant1,2,3, Michelle Petri4, Jonathan P Bradfield1, Cecilia E Kim1, Erin Santa1, Kiran Annaiah1, Edward C Frackelton1, Joseph T Glessner1, F George Otieno1, Julie L Shaner1, Ryan M Smith1, Andrew W Eckert1, Rosetta M Chiavacci1, Marcin Imielinski1, Kathleen E Sullivan5, Hakon Hakonarson1,2,31Center for Applied Genomics, Abramson Research Center, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA; 2Department of Pediatrics and Division of Human Genetics, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA; 3Department of Pediatrics, University of Pennsylvania School of Medicine, Philadelphia, PA, USA; 4Division of Rheumatology, Johns Hopkins School of Medicine, Baltimore, MD, USA; 5Division of Allergy and Immunology, Abramson Research Center, The Children’s Hospital of Philadelphia, Philadelphia, PA, USAAbstract: Recently an association was demonstrated between the single nucleotide polymorphism (SNP), rs10516487, within the B-cell gene BANK1 and systemic lupus erythematosus (SLE) as a consequence of a genome wide association study of this disease in European and Argentinean populations. In a bid for replication, we examined the effects of the R61H non-synonymous variant with respect to SLE in our genotyped American cohorts of European and African ancestry. Utilizing data from our ongoing genome-wide association study in our cohort of 178 Caucasian SLE cases and 1808 Caucasian population-based controls plus 148 African American (AA) SLE cases and 1894 AA population-based controls we investigated the association of the previously described non-synonymous SNP at the BANK1 locus with the disease in the two ethnicities separately. Using a Fisher’s exact test, the minor allele frequency (MAF) of rs10516487 in the Caucasian cases was 22.6% while it was 31.2% in Caucasian controls, yielding a protective odds ratio (OR) of 0.64 (95% CI 0.49–0.85; one-sided p = 7.07 × 10−4). Furthermore, the MAF of rs10516487 in the AA cases was 18.7% while it was 23.3% in AA controls, yielding a protective OR of 0.75 (95% CI 0.55–1.034; one-sided p = 0.039). The OR of the BANK1 variant in our study cohorts is highly comparable with that reported previously in a South American/European SLE case-control cohort (OR = 0.72). As such, R61H in the BANK1 gene confers a similar magnitude of SLE protection, not only in European Americans, but also in African Americans.Keywords: systemic lupus erythematosus, African Americans, European Americans, BANK1 gene
Published: 2008

7. A genome-wide meta-analysis of six type 1 diabetes cohorts identifies multiple associated loci.

Author: Jonathan P Bradfield, Hui-Qi Qu, Kai Wang, Haitao Zhang, Patrick M Sleiman, Cecilia E Kim, Frank D Mentch, Haijun Qiu, Joseph T Glessner, Kelly A Thomas, Edward C Frackelton, Rosetta M Chiavacci, Marcin Imielinski, Dimitri S Monos, Rahul Pandey, Marina Bakay, Struan F A Grant, Constantin Polychronakos, and Hakon Hakonarson
Subjects: Genetics, QH426-470
Abstract: Diabetes impacts approximately 200 million people worldwide, of whom approximately 10% are affected by type 1 diabetes (T1D). The application of genome-wide association studies (GWAS) has robustly revealed dozens of genetic contributors to the pathogenesis of T1D, with the most recent meta-analysis identifying in excess of 40 loci. To identify additional genetic loci for T1D susceptibility, we examined associations in the largest meta-analysis to date between the disease and ∼2.54 million SNPs in a combined cohort of 9,934 cases and 16,956 controls. Targeted follow-up of 53 SNPs in 1,120 affected trios uncovered three new loci associated with T1D that reached genome-wide significance. The most significantly associated SNP (rs539514, P = 5.66×10⁻¹¹) resides in an intronic region of the LMO7 (LIM domain only 7) gene on 13q22. The second most significantly associated SNP (rs478222, P = 3.50×10⁻⁹ resides in an intronic region of the EFR3B (protein EFR3 homolog B) gene on 2p23; however, the region of linkage disequilibrium is approximately 800 kb and harbors additional multiple genes, including NCOA1, C2orf79, CENPO, ADCY3, DNAJC27, POMC, and DNMT3A. The third most significantly associated SNP (rs924043, P = 8.06×10⁻⁹ lies in an intergenic region on 6q27, where the region of association is approximately 900 kb and harbors multiple genes including WDR27, C6orf120, PHF10, TCTE3, C6orf208, LOC154449, DLL1, FAM120B, PSMB1, TBP, and PCD2. These latest associated regions add to the growing repertoire of gene networks predisposing to T1D.
Published: 2011
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8. Duplication of the SLIT3 locus on 5q35.1 predisposes to major depressive disorder.

Author: Joseph T Glessner, Kai Wang, Patrick M A Sleiman, Haitao Zhang, Cecilia E Kim, James H Flory, Jonathan P Bradfield, Marcin Imielinski, Edward C Frackelton, Haijun Qiu, Frank Mentch, Struan F A Grant, and Hakon Hakonarson
Subjects: Medicine, Science
Abstract: Major depressive disorder (MDD) is a common psychiatric and behavioral disorder. To discover novel variants conferring risk to MDD, we conducted a whole-genome scan of copy number variation (CNV), including 1,693 MDD cases and 4,506 controls genotyped on the Perlegen 600K platform. The most significant locus was observed on 5q35.1, harboring the SLIT3 gene (P = 2×10(-3)). Extending the controls with 30,000 subjects typed on the Illumina 550 k array, we found the CNV to remain exclusive to MDD cases (P = 3.2×10(-9)). Duplication was observed in 5 unrelated MDD cases encompassing 646 kb with highly similar breakpoints. SLIT3 is integral to repulsive axon guidance based on binding to Roundabout receptors. Duplication of 5q35.1 is a highly penetrant variation accounting for 0.7% of the subset of 647 cases harboring large CNVs, using a threshold of a minimum of 10 SNPs and 100 kb. This study leverages a large dataset of MDD cases and controls for the analysis of CNVs with matched platform and ethnicity. SLIT3 duplication is a novel association which explains a definitive proportion of the largely unknown etiology of MDD.
Published: 2010
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9. Genome-wide analyses of exonic copy number variants in a family-based study point to novel autism susceptibility genes.

Author: Maja Bucan, Brett S Abrahams, Kai Wang, Joseph T Glessner, Edward I Herman, Lisa I Sonnenblick, Ana I Alvarez Retuerto, Marcin Imielinski, Dexter Hadley, Jonathan P Bradfield, Cecilia Kim, Nicole B Gidaya, Ingrid Lindquist, Ted Hutman, Marian Sigman, Vlad Kustanovich, Clara M Lajonchere, Andrew Singleton, Junhyong Kim, Thomas H Wassink, William M McMahon, Thomas Owley, John A Sweeney, Hilary Coon, John I Nurnberger, Mingyao Li, Rita M Cantor, Nancy J Minshew, James S Sutcliffe, Edwin H Cook, Geraldine Dawson, Joseph D Buxbaum, Struan F A Grant, Gerard D Schellenberg, Daniel H Geschwind, and Hakon Hakonarson
Subjects: Genetics, QH426-470
Abstract: The genetics underlying the autism spectrum disorders (ASDs) is complex and remains poorly understood. Previous work has demonstrated an important role for structural variation in a subset of cases, but has lacked the resolution necessary to move beyond detection of large regions of potential interest to identification of individual genes. To pinpoint genes likely to contribute to ASD etiology, we performed high density genotyping in 912 multiplex families from the Autism Genetics Resource Exchange (AGRE) collection and contrasted results to those obtained for 1,488 healthy controls. Through prioritization of exonic deletions (eDels), exonic duplications (eDups), and whole gene duplication events (gDups), we identified more than 150 loci harboring rare variants in multiple unrelated probands, but no controls. Importantly, 27 of these were confirmed on examination of an independent replication cohort comprised of 859 cases and an additional 1,051 controls. Rare variants at known loci, including exonic deletions at NRXN1 and whole gene duplications encompassing UBE3A and several other genes in the 15q11-q13 region, were observed in the course of these analyses. Strong support was likewise observed for previously unreported genes such as BZRAP1, an adaptor molecule known to regulate synaptic transmission, with eDels or eDups observed in twelve unrelated cases but no controls (p = 2.3x10(-5)). Less is known about MDGA2, likewise observed to be case-specific (p = 1.3x10(-4)). But, it is notable that the encoded protein shows an unexpectedly high similarity to Contactin 4 (BLAST E-value = 3x10(-39)), which has also been linked to disease. That hundreds of distinct rare variants were each seen only once further highlights complexity in the ASDs and points to the continued need for larger cohorts.
Published: 2009
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10. Association analysis of the FTO gene with obesity in children of Caucasian and African ancestry reveals a common tagging SNP.

Author: Struan F A Grant, Mingyao Li, Jonathan P Bradfield, Cecilia E Kim, Kiran Annaiah, Erin Santa, Joseph T Glessner, Tracy Casalunovo, Edward C Frackelton, F George Otieno, Julie L Shaner, Ryan M Smith, Marcin Imielinski, Andrew W Eckert, Rosetta M Chiavacci, Robert I Berkowitz, and Hakon Hakonarson
Subjects: Medicine, Science
Abstract: Recently an association was demonstrated between the single nucleotide polymorphism (SNP), rs9939609, within the FTO locus and obesity as a consequence of a genome wide association (GWA) study of type 2 diabetes in adults. We examined the effects of two perfect surrogates for this SNP plus 11 other SNPs at this locus with respect to our childhood obesity cohort, consisting of both Caucasians and African Americans (AA). Utilizing data from our ongoing GWA study in our cohort of 418 Caucasian obese children (BMI>or=95th percentile), 2,270 Caucasian controls (BMI
Published: 2008
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11. Trans-ancestral genome-wide association study of longitudinal pubertal height growth and shared heritability with adult health outcomes

Author: Jonathan P. Bradfield, Rachel L. Kember, Anna Ulrich, Zhanna Balkhiyarova, Akram Alyass, Izzuddin M. Aris, Joshua A. Bell, K. Alaine Broadaway, Zhanghua Chen, Jin-Fang Chai, Neil M. Davies, Dietmar Fernandez-Orth, Mariona Bustamante, Ruby Fore, Amitavo Ganguli, Anni Heiskala, Jouke-Jan Hottenga, Carmen Íñiguez, Sayuko Kobes, Jaakko Leinonen, Estelle Lowry, Leo-Pekka Lyytikainen, Anubha Mahajan, Niina Pitkänen, Theresia M. Schnurr, Christian Theil Have, David P. Strachan, Elisabeth Thiering, Suzanne Vogelezang, Kaitlin H. Wade, Carol A. Wang, Andrew Wong, Louise Aas Holm, Alessandra Chesi, Catherine Choong, Miguel Cruz, Paul Elliott, Steve Franks, Christine Frithioff-Bøjsøe, W. James Gauderman, Joseph T. Glessner, Vicente Gilsanz, Kendra Griesman, Robert L. Hanson, Marika Kaakinen, Heidi Kalkwarf, Andrea Kelly, Joseph Kindler, Mika Kähönen, Carla Lanca, Joan Lappe, Nanette R. Lee, Shana McCormack, Frank D. Mentch, Jonathan A. Mitchell, Nina Mononen, Harri Niinikoski, Emily Oken, Katja Pahkala, Xueling Sim, Yik-Ying Teo, Leslie J. Baier, Toos van Beijsterveldt, Linda S. Adair, Dorret I. Boomsma, Eco de Geus, Mònica Guxens, Johan G. Eriksson, Janine F. Felix, Frank D. Gilliland, Penn Medicine Biobank, Torben Hansen, Rebecca Hardy, Marie-France Hivert, Jens-Christian Holm, Vincent W. V. Jaddoe, Marjo-Riitta Järvelin, Terho Lehtimäki, David A. Mackey, David Meyre, Karen L. Mohlke, Juha Mykkänen, Sharon Oberfield, Craig E. Pennell, John R. B. Perry, Olli Raitakari, Fernando Rivadeneira, Seang-Mei Saw, Sylvain Sebert, John A. Shepherd, Marie Standl, Thorkild I. A. Sørensen, Nicholas J. Timpson, Maties Torrent, Gonneke Willemsen, Elina Hypponen, Chris Power, The Early Growth Genetics Consortium, Mark I. McCarthy, Rachel M. Freathy, Elisabeth Widén, Hakon Hakonarson, Inga Prokopenko, Benjamin F. Voight, Babette S. Zemel, Struan F. A. Grant, and Diana L. Cousminer
Subjects: Biology (General), QH301-705.5, Genetics, QH426-470
Abstract: Abstract Background Pubertal growth patterns correlate with future health outcomes. However, the genetic mechanisms mediating growth trajectories remain largely unknown. Here, we modeled longitudinal height growth with Super-Imposition by Translation And Rotation (SITAR) growth curve analysis on ~ 56,000 trans-ancestry samples with repeated height measurements from age 5 years to adulthood. We performed genetic analysis on six phenotypes representing the magnitude, timing, and intensity of the pubertal growth spurt. To investigate the lifelong impact of genetic variants associated with pubertal growth trajectories, we performed genetic correlation analyses and phenome-wide association studies in the Penn Medicine BioBank and the UK Biobank. Results Large-scale growth modeling enables an unprecedented view of adolescent growth across contemporary and 20th-century pediatric cohorts. We identify 26 genome-wide significant loci and leverage trans-ancestry data to perform fine-mapping. Our data reveals genetic relationships between pediatric height growth and health across the life course, with different growth trajectories correlated with different outcomes. For instance, a faster tempo of pubertal growth correlates with higher bone mineral density, HOMA-IR, fasting insulin, type 2 diabetes, and lung cancer, whereas being taller at early puberty, taller across puberty, and having quicker pubertal growth were associated with higher risk for atrial fibrillation. Conclusion We report novel genetic associations with the tempo of pubertal growth and find that genetic determinants of growth are correlated with reproductive, glycemic, respiratory, and cardiac traits in adulthood. These results aid in identifying specific growth trajectories impacting lifelong health and show that there may not be a single “optimal” pubertal growth pattern.
Published: 2024
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12. Genome-wide association study of the age of onset of type 1 diabetes reveals HTATIP2 as a novel T cell regulator

Author: Christopher J. Cardinale, Xiao Chang, Zhi Wei, Hui-Qi Qu, Jonathan P. Bradfield, Constantin Polychronakos, and Hakon Hakonarson
Subjects: Immunology, Immunology and Allergy
Abstract: IntroductionType 1 diabetes, a disorder caused by autoimmune destruction of pancreatic insulin-producing cells, is more difficult to manage when it presents at a younger age. We sought to identify genetic correlates of the age of onset by conducting the first genome-wide association study (GWAS) treating the age of first diagnosis as a quantitative trait.MethodsWe performed GWAS with a discovery cohort of 4,014 cases and a replication cohort of 493 independent cases. Genome-wide significant SNPs were mapped to a causal variant by Bayesian conditional analysis and gel shift assay. The causal protein-coding gene was identified and characterized by RNA interference treatment of primary human pan-CD4+ T cells with RNA-seq of the transcriptome. The candidate gene was evaluated functionally in primary cells by CD69 staining and proliferation assays.ResultsOur GWAS replicated the known association of the age of diagnosis with the human leukocyte antigen complex (HLA-DQB1). The second signal identified was in an intron of the NELL1 gene on chromosome 11 and fine-mapped to variant rs10833518 (P < 1.54 × 10−9). Homozygosity for the risk allele leads to average age of onset one year earlier. Knock-down of HIV TAT-interacting protein 2 (HTATIP2), but not other genes in the locus, resulted in alterations to gene expression in signal transduction pathways including MAP kinases and PI3-kinase. Higher levels of HTATIP2 expression are associated with increased viability, proliferation, and activation of T cells in the presence of signals from antigen and cytokine receptors.DiscussionThis study implicates HTATIP2 as a new type 1 diabetes gene acting via T cell regulation. Larger population sample sizes are expected to reveal additional loci.
Published: 2023
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13. Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis

Author: Stavroula Kanoni, Sarah E. Graham, Yuxuan Wang, Ida Surakka, Shweta Ramdas, Xiang Zhu, Shoa L. Clarke, Konain Fatima Bhatti, Sailaja Vedantam, Thomas W. Winkler, Adam E. Locke, Eirini Marouli, Greg J. M. Zajac, Kuan-Han H. Wu, Ioanna Ntalla, Qin Hui, Derek Klarin, Austin T. Hilliard, Zeyuan Wang, Chao Xue, Gudmar Thorleifsson, Anna Helgadottir, Daniel F. Gudbjartsson, Hilma Holm, Isleifur Olafsson, Mi Yeong Hwang, Sohee Han, Masato Akiyama, Saori Sakaue, Chikashi Terao, Masahiro Kanai, Wei Zhou, Ben M. Brumpton, Humaira Rasheed, Aki S. Havulinna, Yogasudha Veturi, Jennifer Allen Pacheco, Elisabeth A. Rosenthal, Todd Lingren, QiPing Feng, Iftikhar J. Kullo, Akira Narita, Jun Takayama, Hilary C. Martin, Karen A. Hunt, Bhavi Trivedi, Jeffrey Haessler, Franco Giulianini, Yuki Bradford, Jason E. Miller, Archie Campbell, Kuang Lin, Iona Y. Millwood, Asif Rasheed, George Hindy, Jessica D. Faul, Wei Zhao, David R. Weir, Constance Turman, Hongyan Huang, Mariaelisa Graff, Ananyo Choudhury, Dhriti Sengupta, Anubha Mahajan, Michael R. Brown, Weihua Zhang, Ketian Yu, Ellen M. Schmidt, Anita Pandit, Stefan Gustafsson, Xianyong Yin, Jian’an Luan, Jing-Hua Zhao, Fumihiko Matsuda, Hye-Mi Jang, Kyungheon Yoon, Carolina Medina-Gomez, Achilleas Pitsillides, Jouke Jan Hottenga, Andrew R. Wood, Yingji Ji, Zishan Gao, Simon Haworth, Noha A. Yousri, Ruth E. Mitchell, Jin Fang Chai, Mette Aadahl, Anne A. Bjerregaard, Jie Yao, Ani Manichaikul, Chii-Min Hwu, Yi-Jen Hung, Helen R. Warren, Julia Ramirez, Jette Bork-Jensen, Line L. Kårhus, Anuj Goel, Maria Sabater-Lleal, Raymond Noordam, Pala Mauro, Floris Matteo, Aaron F. McDaid, Pedro Marques-Vidal, Matthias Wielscher, Stella Trompet, Naveed Sattar, Line T. Møllehave, Matthias Munz, Lingyao Zeng, Jianfeng Huang, Bin Yang, Alaitz Poveda, Azra Kurbasic, Claudia Lamina, Lukas Forer, Markus Scholz, Tessel E. Galesloot, Jonathan P. Bradfield, Sanni E. Ruotsalainen, EWarwick Daw, Joseph M. Zmuda, Jonathan S. Mitchell, Christian Fuchsberger, Henry Christensen, Jennifer A. Brody, Miguel Vazquez-Moreno, Mary F. Feitosa, Mary K. Wojczynski, Zhe Wang, Michael H. Preuss, Massimo Mangino, Paraskevi Christofidou, Niek Verweij, Jan W. Benjamins, Jorgen Engmann, Noah L. Tsao, Anurag Verma, Roderick C. Slieker, Ken Sin Lo, Nuno R. Zilhao, Phuong Le, Marcus E. Kleber, Graciela E. Delgado, Shaofeng Huo, Daisuke D. Ikeda, Hiroyuki Iha, Jian Yang, Jun Liu, Ayşe Demirkan, Hampton L. Leonard, Jonathan Marten, Mirjam Frank, Börge Schmidt, Laura J. Smyth, Marisa Cañadas-Garre, Chaolong Wang, Masahiro Nakatochi, Andrew Wong, Nina Hutri-Kähönen, Xueling Sim, Rui Xia, Alicia Huerta-Chagoya, Juan Carlos Fernandez-Lopez, Valeriya Lyssenko, Suraj S. Nongmaithem, Swati Bayyana, Heather M. Stringham, Marguerite R. Irvin, Christopher Oldmeadow, Han-Na Kim, Seungho Ryu, Paul R. H. J. Timmers, Liubov Arbeeva, Rajkumar Dorajoo, Leslie A. Lange, Gauri Prasad, Laura Lorés-Motta, Marc Pauper, Jirong Long, Xiaohui Li, Elizabeth Theusch, Fumihiko Takeuchi, Cassandra N. Spracklen, Anu Loukola, Sailalitha Bollepalli, Sophie C. Warner, Ya Xing Wang, Wen B. Wei, Teresa Nutile, Daniela Ruggiero, Yun Ju Sung, Shufeng Chen, Fangchao Liu, Jingyun Yang, Katherine A. Kentistou, Bernhard Banas, Giuseppe Giovanni Nardone, Karina Meidtner, Lawrence F. Bielak, Jennifer A. Smith, Prashantha Hebbar, Aliki-Eleni Farmaki, Edith Hofer, Maoxuan Lin, Maria Pina Concas, Simona Vaccargiu, Peter J. van der Most, Niina Pitkänen, Brian E. Cade, Sander W. van der Laan, Kumaraswamy Naidu Chitrala, Stefan Weiss, Amy R. Bentley, Ayo P. Doumatey, Adebowale A. Adeyemo, Jong Young Lee, Eva R. B. Petersen, Aneta A. Nielsen, Hyeok Sun Choi, Maria Nethander, Sandra Freitag-Wolf, Lorraine Southam, Nigel W. Rayner, Carol A. Wang, Shih-Yi Lin, Jun-Sing Wang, Christian Couture, Leo-Pekka Lyytikäinen, Kjell Nikus, Gabriel Cuellar-Partida, Henrik Vestergaard, Bertha Hidalgo, Olga Giannakopoulou, Qiuyin Cai, Morgan O. Obura, Jessica van Setten, Xiaoyin Li, Jingjing Liang, Hua Tang, Natalie Terzikhan, Jae Hun Shin, Rebecca D. Jackson, Alexander P. Reiner, Lisa Warsinger Martin, Zhengming Chen, Liming Li, Takahisa Kawaguchi, Joachim Thiery, Joshua C. Bis, Lenore J. Launer, Huaixing Li, Mike A. Nalls, Olli T. Raitakari, Sahoko Ichihara, Sarah H. Wild, Christopher P. Nelson, Harry Campbell, Susanne Jäger, Toru Nabika, Fahd Al-Mulla, Harri Niinikoski, Peter S. Braund, Ivana Kolcic, Peter Kovacs, Tota Giardoglou, Tomohiro Katsuya, Dominique de Kleijn, Gert J. de Borst, Eung Kweon Kim, Hieab H. H. Adams, M. Arfan Ikram, Xiaofeng Zhu, Folkert W. Asselbergs, Adriaan O. Kraaijeveld, Joline W. J. Beulens, Xiao-Ou Shu, Loukianos S. Rallidis, Oluf Pedersen, Torben Hansen, Paul Mitchell, Alex W. Hewitt, Mika Kähönen, Louis Pérusse, Claude Bouchard, Anke Tönjes, Yii-Der Ida Chen, Craig E. Pennell, Trevor A. Mori, Wolfgang Lieb, Andre Franke, Claes Ohlsson, Dan Mellström, Yoon Shin Cho, Hyejin Lee, Jian-Min Yuan, Woon-Puay Koh, Sang Youl Rhee, Jeong-Taek Woo, Iris M. Heid, Klaus J. Stark, Martina E. Zimmermann, Henry Völzke, Georg Homuth, Michele K. Evans, Alan B. Zonderman, Ozren Polasek, Gerard Pasterkamp, Imo E. Hoefer, Susan Redline, Katja Pahkala, Albertine J. Oldehinkel, Harold Snieder, Ginevra Biino, Reinhold Schmidt, Helena Schmidt, Stefania Bandinelli, George Dedoussis, Thangavel Alphonse Thanaraj, Sharon L. R. Kardia, Patricia A. Peyser, Norihiro Kato, Matthias B. Schulze, Giorgia Girotto, Carsten A. Böger, Bettina Jung, Peter K. Joshi, David A. Bennett, Philip L. De Jager, Xiangfeng Lu, Vasiliki Mamakou, Morris Brown, Mark J. Caulfield, Patricia B. Munroe, Xiuqing Guo, Marina Ciullo, Jost B. Jonas, Nilesh J. Samani, Jaakko Kaprio, Päivi Pajukanta, Teresa Tusié-Luna, Carlos A. Aguilar-Salinas, Linda S. Adair, Sonny Augustin Bechayda, H. Janaka de Silva, Ananda R. Wickremasinghe, Ronald M. Krauss, Jer-Yuarn Wu, Wei Zheng, Anneke Iden Hollander, Dwaipayan Bharadwaj, Adolfo Correa, James G. Wilson, Lars Lind, Chew-Kiat Heng, Amanda E. Nelson, Yvonne M. Golightly, James F. Wilson, Brenda Penninx, Hyung-Lae Kim, John Attia, Rodney J. Scott, D. C. Rao, Donna K. Arnett, Steven C. Hunt, Mark Walker, Heikki A. Koistinen, Giriraj R. Chandak, Josep M. Mercader, Maria C. Costanzo, Dongkeun Jang, Noël P. Burtt, Clicerio Gonzalez Villalpando, Lorena Orozco, Myriam Fornage, EShyong Tai, Rob M. van Dam, Terho Lehtimäki, Nish Chaturvedi, Mitsuhiro Yokota, Jianjun Liu, Dermot F. Reilly, Amy Jayne McKnight, Frank Kee, Karl-Heinz Jöckel, Mark I. McCarthy, Colin N. A. Palmer, Veronique Vitart, Caroline Hayward, Eleanor Simonsick, Cornelia M. van Duijn, Zi-Bing Jin, Jia Qu, Haretsugu Hishigaki, Xu Lin, Winfried März, Vilmundur Gudnason, Jean-Claude Tardif, Guillaume Lettre, Leen M.‘t Hart, Petra J. M. Elders, Scott M. Damrauer, Meena Kumari, Mika Kivimaki, Pim van der Harst, Tim D. Spector, Ruth J. F. Loos, Michael A. Province, Esteban J. Parra, Miguel Cruz, Bruce M. Psaty, Ivan Brandslund, Peter P. Pramstaller, Charles N. Rotimi, Kaare Christensen, Samuli Ripatti, Elisabeth Widén, Hakon Hakonarson, Struan F. A. Grant, Lambertus A. L. M. Kiemeney, Jacqueline de Graaf, Markus Loeffler, Florian Kronenberg, Dongfeng Gu, Jeanette Erdmann, Heribert Schunkert, Paul W. Franks, Allan Linneberg, J. Wouter Jukema, Amit V. Khera, Minna Männikkö, Marjo-Riitta Jarvelin, Zoltan Kutalik, Cucca Francesco, Dennis O. Mook-Kanamori, Ko Willems van Dijk, Hugh Watkins, David P. Strachan, Niels Grarup, Peter Sever, Neil Poulter, Lee-Ming Chuang, Jerome I. Rotter, Thomas M. Dantoft, Fredrik Karpe, Matt J. Neville, Nicholas J. Timpson, Ching-Yu Cheng, Tien-Yin Wong, Chiea Chuen Khor, Hengtong Li, Charumathi Sabanayagam, Annette Peters, Christian Gieger, Andrew T. Hattersley, Nancy L. Pedersen, Patrik K. E. Magnusson, Dorret I. Boomsma, Allegonda H. M. Willemsen, LAdrienne Cupples, Joyce B. J. van Meurs, Mohsen Ghanbari, Penny Gordon-Larsen, Wei Huang, Young Jin Kim, Yasuharu Tabara, Nicholas J. Wareham, Claudia Langenberg, Eleftheria Zeggini, Johanna Kuusisto, Markku Laakso, Erik Ingelsson, Goncalo Abecasis, John C. Chambers, Jaspal S. Kooner, Paul S. de Vries, Alanna C. Morrison, Scott Hazelhurst, Michèle Ramsay, Kari E. North, Martha Daviglus, Peter Kraft, Nicholas G. Martin, John B. Whitfield, Shahid Abbas, Danish Saleheen, Robin G. Walters, Michael V. Holmes, Corri Black, Blair H. Smith, Aris Baras, Anne E. Justice, Julie E. Buring, Paul M. Ridker, Daniel I. Chasman, Charles Kooperberg, Gen Tamiya, Masayuki Yamamoto, David A. van Heel, Richard C. Trembath, Wei-Qi Wei, Gail P. Jarvik, Bahram Namjou, M. Geoffrey Hayes, Marylyn D. Ritchie, Pekka Jousilahti, Veikko Salomaa, Kristian Hveem, Bjørn Olav Åsvold, Michiaki Kubo, Yoichiro Kamatani, Yukinori Okada, Yoshinori Murakami, Bong-Jo Kim, Unnur Thorsteinsdottir, Kari Stefansson, Jifeng Zhang, YEugene Chen, Yuk-Lam Ho, Julie A. Lynch, Daniel J. Rader, Philip S. Tsao, Kyong-Mi Chang, Kelly Cho, Christopher J. O’Donnell, John M. Gaziano, Peter W. F. Wilson, Timothy M. Frayling, Joel N. Hirschhorn, Sekar Kathiresan, Karen L. Mohlke, Yan V. Sun, Andrew P. Morris, Michael Boehnke, Christopher D. Brown, Pradeep Natarajan, Panos Deloukas, Cristen J. Willer, Themistocles L. Assimes, Gina M. Peloso, Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Amsterdam Reproduction & Development, APH - Mental Health, APH - Methodology, Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Life Course Epidemiology (LCE), Cardiovascular Centre (CVC), Medicum, Institute for Molecular Medicine Finland, Complex Disease Genetics, Samuli Olli Ripatti / Principal Investigator, HUSLAB, Epigenetics of Complex Diseases and Traits, Department of Medicine, Helsinki University Hospital Area, Centre of Excellence in Complex Disease Genetics, Department of Public Health, Faculty Common Matters (Faculty of Social Sciences), Elisabeth Ingrid Maria Widen / Principal Investigator, Genomic Discoveries and Clinical Translation, Tampere University, Primary Health Care, Clinical Medicine, Department of Clinical Chemistry, TAYS Heart Centre, Department of Clinical Physiology and Nuclear Medicine, Epidemiology and Data Science, APH - Aging & Later Life, ACS - Diabetes & metabolism, ACS - Heart failure & arrhythmias, Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, General practice, APH - Digital Health, Lee Kong Chian School of Medicine (LKCMedicine), Peloso, Gina M [0000-0002-5355-8636], Apollo - University of Cambridge Repository, Epidemiology, Department of Marketing Management, Erasmus MC other, Radiology & Nuclear Medicine, Kanoni, Stavroula, Graham, Sarah E, Wang, Yuxuan, Surakka, Ida, Ramdas, Shweta, Zhu, Xiang, Clarke, Shoa L, Bhatti, Konain Fatima, Vedantam, Sailaja, Winkler, Thomas W, Locke, Adam E, Marouli, Eirini, Zajac, Greg J M, Wu, Kuan-Han H, Ntalla, Ioanna, Hui, Qin, Klarin, Derek, Hilliard, Austin T, Wang, Zeyuan, Xue, Chao, Thorleifsson, Gudmar, Helgadottir, Anna, Gudbjartsson, Daniel F, Holm, Hilma, Olafsson, Isleifur, Hwang, Mi Yeong, Han, Sohee, Akiyama, Masato, Sakaue, Saori, Terao, Chikashi, Kanai, Masahiro, Zhou, Wei, Brumpton, Ben M, Rasheed, Humaira, Havulinna, Aki S, Veturi, Yogasudha, Pacheco, Jennifer Allen, Rosenthal, Elisabeth A, Lingren, Todd, Feng, Qiping, Kullo, Iftikhar J, Narita, Akira, Takayama, Jun, Martin, Hilary C, Hunt, Karen A, Trivedi, Bhavi, Haessler, Jeffrey, Giulianini, Franco, Bradford, Yuki, Miller, Jason E, Campbell, Archie, Lin, Kuang, Millwood, Iona Y, Rasheed, Asif, Hindy, George, Faul, Jessica D, Zhao, Wei, Weir, David R, Turman, Constance, Huang, Hongyan, Graff, Mariaelisa, Choudhury, Ananyo, Sengupta, Dhriti, Mahajan, Anubha, Brown, Michael R, Zhang, Weihua, Yu, Ketian, Schmidt, Ellen M, Pandit, Anita, Gustafsson, Stefan, Yin, Xianyong, Luan, Jian'An, Zhao, Jing-Hua, Matsuda, Fumihiko, Jang, Hye-Mi, Yoon, Kyungheon, Medina-Gomez, Carolina, Pitsillides, Achillea, Hottenga, Jouke Jan, Wood, Andrew R, Ji, Yingji, Gao, Zishan, Haworth, Simon, Yousri, Noha A, Mitchell, Ruth E, Chai, Jin Fang, Aadahl, Mette, Bjerregaard, Anne A, Yao, Jie, Manichaikul, Ani, Hwu, Chii-Min, Hung, Yi-Jen, Warren, Helen R, Ramirez, Julia, Bork-Jensen, Jette, Kårhus, Line L, Goel, Anuj, Sabater-Lleal, Maria, Noordam, Raymond, Mauro, Pala, Matteo, Flori, Mcdaid, Aaron F, Marques-Vidal, Pedro, Wielscher, Matthia, Trompet, Stella, Sattar, Naveed, Møllehave, Line T, Munz, Matthia, Zeng, Lingyao, Huang, Jianfeng, Yang, Bin, Poveda, Alaitz, Kurbasic, Azra, Lamina, Claudia, Forer, Luka, Scholz, Marku, Galesloot, Tessel E, Bradfield, Jonathan P, Ruotsalainen, Sanni E, Daw, Ewarwick, Zmuda, Joseph M, Mitchell, Jonathan S, Fuchsberger, Christian, Christensen, Henry, Brody, Jennifer A, Vazquez-Moreno, Miguel, Feitosa, Mary F, Wojczynski, Mary K, Wang, Zhe, Preuss, Michael H, Mangino, Massimo, Christofidou, Paraskevi, Verweij, Niek, Benjamins, Jan W, Engmann, Jorgen, Tsao, Noah L, Verma, Anurag, Slieker, Roderick C, Lo, Ken Sin, Zilhao, Nuno R, Le, Phuong, Kleber, Marcus E, Delgado, Graciela E, Huo, Shaofeng, Ikeda, Daisuke D, Iha, Hiroyuki, Yang, Jian, Liu, Jun, Demirkan, Ayşe, Leonard, Hampton L, Marten, Jonathan, Frank, Mirjam, Schmidt, Börge, Smyth, Laura J, Cañadas-Garre, Marisa, Wang, Chaolong, Nakatochi, Masahiro, Wong, Andrew, Hutri-Kähönen, Nina, Sim, Xueling, Xia, Rui, Huerta-Chagoya, Alicia, Fernandez-Lopez, Juan Carlo, Lyssenko, Valeriya, Nongmaithem, Suraj S, Bayyana, Swati, Stringham, Heather M, Irvin, Marguerite R, Oldmeadow, Christopher, Kim, Han-Na, Ryu, Seungho, Timmers, Paul R H J, Arbeeva, Liubov, Dorajoo, Rajkumar, Lange, Leslie A, Prasad, Gauri, Lorés-Motta, Laura, Pauper, Marc, Long, Jirong, Li, Xiaohui, Theusch, Elizabeth, Takeuchi, Fumihiko, Spracklen, Cassandra N, Loukola, Anu, Bollepalli, Sailalitha, Warner, Sophie C, Wang, Ya Xing, Wei, Wen B, Nutile, Teresa, Ruggiero, Daniela, Sung, Yun Ju, Chen, Shufeng, Liu, Fangchao, Yang, Jingyun, Kentistou, Katherine A, Banas, Bernhard, Nardone, Giuseppe Giovanni, Meidtner, Karina, Bielak, Lawrence F, Smith, Jennifer A, Hebbar, Prashantha, Farmaki, Aliki-Eleni, Hofer, Edith, Lin, Maoxuan, Concas, Maria Pina, Vaccargiu, Simona, van der Most, Peter J, Pitkänen, Niina, Cade, Brian E, van der Laan, Sander W, Chitrala, Kumaraswamy Naidu, Weiss, Stefan, Bentley, Amy R, Doumatey, Ayo P, Adeyemo, Adebowale A, Lee, Jong Young, Petersen, Eva R B, Nielsen, Aneta A, Choi, Hyeok Sun, Nethander, Maria, Freitag-Wolf, Sandra, Southam, Lorraine, Rayner, Nigel W, Wang, Carol A, Lin, Shih-Yi, Wang, Jun-Sing, Couture, Christian, Lyytikäinen, Leo-Pekka, Nikus, Kjell, Cuellar-Partida, Gabriel, Vestergaard, Henrik, Hidalgo, Bertha, Giannakopoulou, Olga, Cai, Qiuyin, Obura, Morgan O, van Setten, Jessica, Li, Xiaoyin, Liang, Jingjing, Tang, Hua, Terzikhan, Natalie, Shin, Jae Hun, Jackson, Rebecca D, Reiner, Alexander P, Martin, Lisa Warsinger, Chen, Zhengming, Li, Liming, Kawaguchi, Takahisa, Thiery, Joachim, Bis, Joshua C, Launer, Lenore J, Li, Huaixing, Nalls, Mike A, Raitakari, Olli T, Ichihara, Sahoko, Wild, Sarah H, Nelson, Christopher P, Campbell, Harry, Jäger, Susanne, Nabika, Toru, Al-Mulla, Fahd, Niinikoski, Harri, Braund, Peter S, Kolcic, Ivana, Kovacs, Peter, Giardoglou, Tota, Katsuya, Tomohiro, de Kleijn, Dominique, de Borst, Gert J, Kim, Eung Kweon, Adams, Hieab H H, Ikram, M Arfan, Zhu, Xiaofeng, Asselbergs, Folkert W, Kraaijeveld, Adriaan O, Beulens, Joline W J, Shu, Xiao-Ou, Rallidis, Loukianos S, Pedersen, Oluf, Hansen, Torben, Mitchell, Paul, Hewitt, Alex W, Kähönen, Mika, Pérusse, Loui, Bouchard, Claude, Tönjes, Anke, Chen, Yii-Der Ida, Pennell, Craig E, Mori, Trevor A, Lieb, Wolfgang, Franke, Andre, Ohlsson, Clae, Mellström, Dan, Cho, Yoon Shin, Lee, Hyejin, Yuan, Jian-Min, Koh, Woon-Puay, Rhee, Sang Youl, Woo, Jeong-Taek, Heid, Iris M, Stark, Klaus J, Zimmermann, Martina E, Völzke, Henry, Homuth, Georg, Evans, Michele K, Zonderman, Alan B, Polasek, Ozren, Pasterkamp, Gerard, Hoefer, Imo E, Redline, Susan, Pahkala, Katja, Oldehinkel, Albertine J, Snieder, Harold, Biino, Ginevra, Schmidt, Reinhold, Schmidt, Helena, Bandinelli, Stefania, Dedoussis, George, Thanaraj, Thangavel Alphonse, Kardia, Sharon L R, Peyser, Patricia A, Kato, Norihiro, Schulze, Matthias B, Girotto, Giorgia, Böger, Carsten A, Jung, Bettina, Joshi, Peter K, Bennett, David A, De Jager, Philip L, Lu, Xiangfeng, Mamakou, Vasiliki, Brown, Morri, Caulfield, Mark J, Munroe, Patricia B, Guo, Xiuqing, Ciullo, Marina, Jonas, Jost B, Samani, Nilesh J, Kaprio, Jaakko, Pajukanta, Päivi, Tusié-Luna, Teresa, Aguilar-Salinas, Carlos A, Adair, Linda S, Bechayda, Sonny Augustin, de Silva, H Janaka, Wickremasinghe, Ananda R, Krauss, Ronald M, Wu, Jer-Yuarn, Zheng, Wei, Hollander, Anneke Iden, Bharadwaj, Dwaipayan, Correa, Adolfo, Wilson, James G, Lind, Lar, Heng, Chew-Kiat, Nelson, Amanda E, Golightly, Yvonne M, Wilson, James F, Penninx, Brenda, Kim, Hyung-Lae, Attia, John, Scott, Rodney J, Rao, D C, Arnett, Donna K, Hunt, Steven C, Walker, Mark, Koistinen, Heikki A, Chandak, Giriraj R, Mercader, Josep M, Costanzo, Maria C, Jang, Dongkeun, Burtt, Noël P, Villalpando, Clicerio Gonzalez, Orozco, Lorena, Fornage, Myriam, Tai, Eshyong, van Dam, Rob M, Lehtimäki, Terho, Chaturvedi, Nish, Yokota, Mitsuhiro, Liu, Jianjun, Reilly, Dermot F, Mcknight, Amy Jayne, Kee, Frank, Jöckel, Karl-Heinz, Mccarthy, Mark I, Palmer, Colin N A, Vitart, Veronique, Hayward, Caroline, Simonsick, Eleanor, van Duijn, Cornelia M, Jin, Zi-Bing, Qu, Jia, Hishigaki, Haretsugu, Lin, Xu, März, Winfried, Gudnason, Vilmundur, Tardif, Jean-Claude, Lettre, Guillaume, Hart, Leen M 't, Elders, Petra J M, Damrauer, Scott M, Kumari, Meena, Kivimaki, Mika, van der Harst, Pim, Spector, Tim D, Loos, Ruth J F, Province, Michael A, Parra, Esteban J, Cruz, Miguel, Psaty, Bruce M, Brandslund, Ivan, Pramstaller, Peter P, Rotimi, Charles N, Christensen, Kaare, Ripatti, Samuli, Widén, Elisabeth, Hakonarson, Hakon, Grant, Struan F A, Kiemeney, Lambertus A L M, de Graaf, Jacqueline, Loeffler, Marku, Kronenberg, Florian, Gu, Dongfeng, Erdmann, Jeanette, Schunkert, Heribert, Franks, Paul W, Linneberg, Allan, Jukema, J Wouter, Khera, Amit V, Männikkö, Minna, Jarvelin, Marjo-Riitta, Kutalik, Zoltan, Francesco, Cucca, Mook-Kanamori, Dennis O, van Dijk, Ko Willem, Watkins, Hugh, Strachan, David P, Grarup, Niel, Sever, Peter, Poulter, Neil, Chuang, Lee-Ming, Rotter, Jerome I, Dantoft, Thomas M, Karpe, Fredrik, Neville, Matt J, Timpson, Nicholas J, Cheng, Ching-Yu, Wong, Tien-Yin, Khor, Chiea Chuen, Li, Hengtong, Sabanayagam, Charumathi, Peters, Annette, Gieger, Christian, Hattersley, Andrew T, Pedersen, Nancy L, Magnusson, Patrik K E, Boomsma, Dorret I, Willemsen, Allegonda H M, Cupples, Ladrienne, van Meurs, Joyce B J, Ghanbari, Mohsen, Gordon-Larsen, Penny, Huang, Wei, Kim, Young Jin, Tabara, Yasuharu, Wareham, Nicholas J, Langenberg, Claudia, Zeggini, Eleftheria, Kuusisto, Johanna, Laakso, Markku, Ingelsson, Erik, Abecasis, Goncalo, Chambers, John C, Kooner, Jaspal S, de Vries, Paul S, Morrison, Alanna C, Hazelhurst, Scott, Ramsay, Michèle, North, Kari E, Daviglus, Martha, Kraft, Peter, Martin, Nicholas G, Whitfield, John B, Abbas, Shahid, Saleheen, Danish, Walters, Robin G, Holmes, Michael V, Black, Corri, Smith, Blair H, Baras, Ari, Justice, Anne E, Buring, Julie E, Ridker, Paul M, Chasman, Daniel I, Kooperberg, Charle, Tamiya, Gen, Yamamoto, Masayuki, van Heel, David A, Trembath, Richard C, Wei, Wei-Qi, Jarvik, Gail P, Namjou, Bahram, Hayes, M Geoffrey, Ritchie, Marylyn D, Jousilahti, Pekka, Salomaa, Veikko, Hveem, Kristian, Åsvold, Bjørn Olav, Kubo, Michiaki, Kamatani, Yoichiro, Okada, Yukinori, Murakami, Yoshinori, Kim, Bong-Jo, Thorsteinsdottir, Unnur, Stefansson, Kari, Zhang, Jifeng, Chen, Yeugene, Ho, Yuk-Lam, Lynch, Julie A, Rader, Daniel J, Tsao, Philip S, Chang, Kyong-Mi, Cho, Kelly, O'Donnell, Christopher J, Gaziano, John M, Wilson, Peter W F, Frayling, Timothy M, Hirschhorn, Joel N, Kathiresan, Sekar, Mohlke, Karen L, Sun, Yan V, Morris, Andrew P, Boehnke, Michael, Brown, Christopher D, Natarajan, Pradeep, Deloukas, Pano, Willer, Cristen J, Assimes, Themistocles L, and Peloso, Gina M
Subjects: Genome-wide association study, Medizin, Polymorphism, Single Nucleotide, Humans, Genome-Wide Association Study, Genetic Predisposition to Disease, Sex Characteristics, Phenotype, Lipids/genetics, Genetic Pleiotropy, Cholesterol, GWAS, Genetics, Lipids, Genetic, SDG 3 - Good Health and Well-being, Medicine [Science], 112 Statistics and probability, Medicinsk genetik, Genome-wide Association Study, Gwas, 1184 Genetics, developmental biology, physiology, 3126 Surgery, anesthesiology, intensive care, radiology, 3142 Public health care science, environmental and occupational health, 3141 Health care science, FOS: Biological sciences, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], 3111 Biomedicine, Medical Genetics
Abstract: Background: Genetic variants within nearly 1000 loci are known to contribute to modulation of blood lipid levels. However, the biological pathways underlying these associations are frequently unknown, limiting understanding of these findings and hindering downstream translational efforts such as drug target discovery. Results: To expand our understanding of the underlying biological pathways and mechanisms controlling blood lipid levels, we leverage a large multi-ancestry metaanalysis (N = 1,654,960) of blood lipids to prioritize putative causal genes for 2286 lipid associations using six gene prediction approaches. Using phenome-wide association (PheWAS) scans, we identify relationships of genetically predicted lipid levels to other diseases and conditions. We confirm known pleiotropic associations with cardiovascular phenotypes and determine novel associations, notably with cholelithiasis risk. We perform sex-stratified GWAS meta-analysis of lipid levels and show that 3–5% of autosomal lipid-associated loci demonstrate sex-biased effects. Finally, we report 21 novel lipid loci identified on the X chromosome. Many of the sex-biased autosomal and X chromosome lipid loci show pleiotropic associations with sex hormones, emphasizing the role of hormone regulation in lipid metabolism. Conclusions: Taken together, our findings provide insights into the biological mechanisms through which associated variants lead to altered lipid levels and potentially cardiovascular disease risk., United States Department of Health & Human Services National Institutes of Health (NIH) - USA NIH National Heart Lung & Blood Institute (NHLBI) R01HL127564 R01HL142711, Wellcome Trust 201543/B/16/Z 202802/Z/16/Z, European Commission HEALTH-F2-2013-601456 608765 786833, TriPartite Immunometabolism Consortium [TrIC]-Novo Nordisk Foundation NNF15CC0018486, American Diabetes Association 1-19-ICTS-068, Academy of Finland 312062 Finnish Foundation for Cardiovascular Research, Sigrid Juselius Foundation, Finnish innovation fund Sitra (EW) Finska Lakaresallskapet, American Heart Association 15POST24470131 17POST33650016, University of Bristol NIHR Biomedical Research Centre BRC-1215-2001, MRC & WT 217065/Z/19/Z, UK Research & Innovation (UKRI), Medical Research Council UK (MRC) MC_UU_00011, CRUK Integrative Cancer Epidemiology Programme C18281/A19169, Medical Research Council UK (MRC) MC_UU_00011/1, UK National Institute for Health Research Academic Clinical Fellowship, American Heart Association 18CDA34110116, Miguel Servet contract from the ISCIII Spanish Health Institute CP17/00142, European Social Fund (ESF), Westlake Education Foundation, British Heart Foundation FS/14/66/3129 Z01HG200362 R01HL142302 R01HL105756
Published: 2022
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14. Cis-regulatory architecture of human ESC-derived hypothalamic neuron differentiation aids in variant-to-gene mapping of relevant complex traits

Author: Jonathan P. Bradfield, Benjamin F. Voight, Chun Su, Kenyaita M. Hodge, Claudia A. Doege, Rick Rausch, Robert I. Berkowitz, Struan F.A. Grant, Diana L. Cousminer, Sumei Lu, Michelle E. Leonard, Matthew E. Johnson, Alisha Basak, Maria Caterina De Rosa, Matthew C. Pahl, James A. Pippin, Sheridan H. Littleton, Rudolph L. Leibel, Keith Boehm, Andrew D. Wells, Reza K. Hammond, Chiara Lasconi, and Alessandra Chesi
Subjects: Epigenomics, Multifactorial Inheritance, Science, Human Embryonic Stem Cells, Hypothalamus, General Physics and Astronomy, Genome-wide association study, Computational biology, Biology, Article, General Biochemistry, Genetics and Molecular Biology, Cell Line, Gene mapping, Humans, Gene Regulatory Networks, RNA-Seq, Regulatory Elements, Transcriptional, Transcription factor, Gene, Neurons, Regulation of gene expression, Multidisciplinary, Effector, Chromosome Mapping, Gene Expression Regulation, Developmental, Cell Differentiation, General Chemistry, Gene regulation, Chromatin, Neuron differentiation, General Economics, Econometrics and Finance, Function (biology), Genome-Wide Association Study
Abstract: The hypothalamus regulates metabolic homeostasis by influencing behavior and endocrine systems. Given its role governing key traits, such as body weight and reproductive timing, understanding the genetic regulation of hypothalamic development and function could yield insights into disease pathogenesis. However, given its inaccessibility, studying human hypothalamic gene regulation has proven challenging. To address this gap, we generate a high-resolution chromatin architecture atlas of an established embryonic stem cell derived hypothalamic-like neuron model across three stages of in vitro differentiation. We profile accessible chromatin and identify physical contacts between gene promoters and putative cis-regulatory elements to characterize global regulatory landscape changes during hypothalamic differentiation. Next, we integrate these data with GWAS loci for various complex traits, identifying multiple candidate effector genes. Our results reveal common target genes for these traits, potentially affecting core developmental pathways. Our atlas will enable future efforts to determine hypothalamic mechanisms influencing disease susceptibility., Understanding the genetic regulation of hypothalamic function could yield insights into disease pathogenesis, but its inaccessibility has made this challenging. Here the authors present a high-resolution chromatin atlas of a hypothalamic-like neuron model across three stages of differentiation.
Published: 2022
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15. Regulation of Janus Kinase 2 by an Inflammatory Bowel Disease Causal Non-coding Single Nucleotide Polymorphism

Author: Struan F.A. Grant, Michael E. March, Christopher J. Cardinale, Jonathan P. Bradfield, Yichuan Liu, Xiang Lin, Zhi Wei, Hakon Hakonarson, Steven H. Seeholzer, and Lynn A. Spruce
Subjects: 0301 basic medicine, Locus (genetics), Single-nucleotide polymorphism, Quantitative trait locus, Polymorphism, Single Nucleotide, Jurkat Cells, 03 medical and health sciences, 0302 clinical medicine, CRISPR-Associated Protein 9, STAT5 Transcription Factor, Humans, SNP, Medicine, RNA, Messenger, Allele, Promoter Regions, Genetic, Gene, Alleles, Gene Editing, Homeodomain Proteins, Genetics, Janus kinase 2, biology, business.industry, Gastroenterology, General Medicine, DNA Methylation, Janus Kinase 2, Inflammatory Bowel Diseases, Repressor Proteins, HEK293 Cells, 030104 developmental biology, Gene Expression Regulation, Immunoglobulin J Recombination Signal Sequence-Binding Protein, 030220 oncology & carcinogenesis, Expression quantitative trait loci, Leukocytes, Mononuclear, biology.protein, CpG Islands, Transcriptome, business, Signal Transduction, Transcription Factors
Abstract: Background and Aims Among the >240 genetic loci described to date which confer susceptibility to inflammatory bowel disease, a small subset have been fine-mapped to an individual, non-coding single nucleotide polymorphism [SNP]. To illustrate a model mechanism by which a presumed-causal non-coding SNP can function, we analysed rs1887428, located in the promoter region of the Janus kinase 2 [JAK2] gene. Methods We utilized comparative affinity purification-mass spectrometry, DNA–protein binding assays, CRISPR/Cas9 genome editing, transcriptome sequencing and methylome quantitative trait locus methods to characterize the role of this SNP. Results We determined that the risk allele of rs1887428 is bound by the transcription factor [TF] RBPJ, while the protective allele is bound by the homeobox TF CUX1. While rs188748 only has a very modest influence on JAK2 expression, this effect was amplified downstream through the expression of pathway member STAT5B and epigenetic modification of the JAK2 locus. Conclusion Despite the absence of a consensus TF-binding motif or expression quantitative trait locus, we have used improved methods to characterize a putatively causal SNP to yield insight into inflammatory bowel disease mechanisms. Podcast This article has an associated podcast which can be accessed at https://academic.oup.com/ecco-jcc/pages/podcast
Published: 2020
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16. Combined application of genetic and polygenic risk scores for type 1 diabetes risk prediction

Author: Jeffrey D. Roizen, Jingchun Qu, Frank D. Mentch, Jonathan P. Bradfield, John J. Connolly, Xiao Chang, Michael E. March, Hui-Qi Qu, Patrick M. A. Sleiman, Hakon Hakonarson, and Joseph T. Glessner
Subjects: Type 1 diabetes, Endocrinology, Text mining, business.industry, Endocrinology, Diabetes and Metabolism, Internal Medicine, medicine, Polygenic risk score, medicine.disease, business, Bioinformatics
Published: 2021
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17. Identification of Novel Loci Shared by Juvenile Idiopathic Arthritis Subtypes Through Integrative Genetic Analysis

Author: Jin Li, Yun R. Li, Joseph T. Glessner, Jie Yang, Michael E. March, Charlly Kao, Courtney N. Vaccaro, Jonathan P. Bradfield, Junyi Li, Frank D. Mentch, Hui‐Qi Qu, Xiaohui Qi, Xiao Chang, Cuiping Hou, Debra J. Abrams, Haijun Qiu, Zhi Wei, John J. Connolly, Fengxiang Wang, James Snyder, Berit Flatø, Susan D. Thompson, Carl D. Langefeld, Benedicte A. Lie, Jane E. Munro, Carol Wise, Patrick M. A. Sleiman, and Hakon Hakonarson
Subjects: Rheumatology, Genetic Loci, Immunology, Humans, Immunology and Allergy, Genetic Predisposition to Disease, Polymorphism, Single Nucleotide, Arthritis, Juvenile, Genome-Wide Association Study
Abstract: Objective Juvenile idiopathic arthritis (JIA) is the most common chronic immune-mediated joint disease among children and encompasses a heterogeneous group of immune-mediated joint disorders classified into 7 subtypes according to clinical presentation. However, phenotype overlap and biologic evidence suggest a shared mechanistic basis between subtypes. This study was undertaken to systematically investigate shared genetic underpinnings of JIA subtypes. Methods We performed a heterogeneity-sensitive genome-wide association study encompassing a total of 1,245 JIA cases (classified into 7 subtypes) and 9,250 controls, followed by fine-mapping of candidate causal variants at each genome-wide significant locus, functional annotation, and pathway and network analysis. We further identified candidate drug targets and drug repurposing opportunities by in silico analyses. Results In addition to the major histocompatibility complex locus, we identified 15 genome-wide significant loci shared between at least 2 JIA subtypes, including 10 novel loci. Functional annotation indicated that candidate genes at these loci were expressed in diverse immune cell types. Conclusion This study identified novel genetic loci shared by JIA subtypes. Our findings identified candidate mechanisms underlying JIA subtypes and candidate targets with drug repurposing opportunities for JIA treatment.
Published: 2022

18. Improved detection of evolutionary selection highlights potential bias from different sequencing strategies in complex genomic-regions

Author: Adam Gleason, Mahdi Sarmady, Timothy Mosbruger, Laura K. Conlin, Georgios Damianos, Dimitrios Monos, Tristan J. Hayeck, Jonathan P. Bradfield, Jamie L. Duke, and Tychele N. Turner
Subjects: education.field_of_study, Linkage disequilibrium, Population, biology.protein, Computational biology, Human leukocyte antigen, Evolutionary pressure, Biology, education, Balancing selection, Major histocompatibility complex, Genome, Selection (genetic algorithm)
Abstract: Balancing selection occurs when different evolutionary pressures impact the fitness of multiple alleles, resulting in increased allelic diversity in the population. A new statistical method was developed to test for selection, improving inference by using efficient Bayesian techniques to test for density and strength of linkage disequilibrium. Evolutionary simulation studies showed that the method consistently outperformed existing methods. Using this methodology, we tested for novel signals of balancing selection genome wide in 500 samples from phased trios. Several novel signals of selection appeared in CYP2A7, GPC6, and CNR2 across multiple ancestries. Additionally, tests in SIRPA demonstrate dramatically strong selection signal, significantly higher than previously observed. Well-known signals around olfactory genes and the MHC, containing HLA genes associated with the immune response, also demonstrated strong signatures of selection. So, utilizing data from the 17th IHIW, a follow up analysis was then performed by leveraging over seven thousand HLA typed samples by NGS; in contrast, the genome wide scan did not include a detailed characterization of the HLA genes. The strongest signals observed in the IHIW samples were in DQA1 and DQB1 in or around exon 2, the portion of the gene responsible for antigen presentation and most likely to be under environmental and evolutionary pressure. Our new statistical approach and analysis suggest novel evolutionary pressure in new regions and additionally highlight the importance of improved sequencing and characterization of variation across the extended MHC and other critical regions.
Published: 2021
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19. Insights into non-autoimmune type 1 diabetes with 13 novel loci in low polygenic risk score patients

Author: Michael E. March, Hakon Hakonarson, Hui-Qi Qu, Patrick M. A. Sleiman, Jeffrey D. Roizen, Jingchun Qu, Xiao Chang, Lifeng Tian, John J. Connolly, Jonathan P. Bradfield, and Joseph T. Glessner
Subjects: Male, endocrine system, Adolescent, endocrine system diseases, Science, Single-nucleotide polymorphism, Biology, Polymorphism, Single Nucleotide, Article, Autoimmune Diseases, Cohort Studies, Endocrinology, Intergenic region, Risk Factors, immune system diseases, Glucose Intolerance, medicine, Humans, Genetic Predisposition to Disease, Obesity, Child, Genetic association study, Genetics, Type 1 diabetes, Multidisciplinary, Infant, Newborn, Infant, nutritional and metabolic diseases, medicine.disease, United States, Diabetes Mellitus, Type 1, Phenotype, Genetic Loci, Case-Control Studies, Child, Preschool, Cohort, Quality Score, Medicine, Female, Polygenic risk score, Imputation (genetics), Genome-Wide Association Study
Abstract: With polygenic risk score (PRS) for autoimmune type 1 diabetes (T1D), this study identified T1D cases with low T1D PRS and searched for susceptibility loci in these cases. Our hypothesis is that genetic effects (likely mediated by relatively rare genetic variants) of non-mainstream (or non-autoimmune) T1D might have been diluted in the previous studies on T1D cases in general. Two cohorts for the PRS modeling and testing respectively were included. The first cohort consisted of 3302 T1D cases and 6181 controls, and the independent second cohort consisted of 3297 T1D cases and 6169 controls. Cases with low T1D PRS were identified using PRSice-2 and compared to controls with low T1D PRS by genome-wide association (GWA) test. Thirteen novel genetic loci with high imputation quality (Quality Score r2 > 0.91) were identified of SNPs/SNVs associated with low PRS T1D at genome-wide significance (P ≤ 5.0 × E−08), in addition to 4 established T1D loci, 3 reported loci by our previous study, as well as 9 potential novel loci represented by rare SNVs, but with relatively low imputation quality (Quality Score r2
Published: 2021
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20. Rare Genetic Variants of Large Effect Influence Risk of Type 1 Diabetes

Author: Hui-Qi Qu, Hakon Hakonarson, Luc Marchand, Despoina Manousaki, Roman Istomine, Andrew D. Paterson, Min Li, Constantin Polychronakos, Dcct, Vincenzo Forgetta, Marie-Catherine Tessier, Ciriaco A. Piccirillo, Struan F.A. Grant, Stephanie Ross, J. Brent Richards, and Jonathan P. Bradfield
Subjects: Genotype, Endocrinology, Diabetes and Metabolism, Genome-wide association study, Biology, Polymorphism, Single Nucleotide, 03 medical and health sciences, 0302 clinical medicine, Gene Frequency, Polymorphism (computer science), Diabetes mellitus, Internal Medicine, medicine, Humans, Genetic Predisposition to Disease, Allele, Allele frequency, Alleles, 030304 developmental biology, Genetics, 0303 health sciences, Type 1 diabetes, Genetics/Genomes/Proteomics/Metabolomics, medicine.disease, 3. Good health, Minor allele frequency, Diabetes Mellitus, Type 1, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: Most replicated genetic determinants for type 1 diabetes are common (minor allele frequency [MAF] >5%). We aimed to identify novel rare or low-frequency (MAF
Published: 2020

21. Variants in the fetal genome near pro-inflammatory cytokine genes on 2q13 associate with gestational duration

Author: Maria Carolina Borges, M. Geoffrey Hayes, Ke Hao, Carol A. Wang, Marjo-Riitta Järvelin, Niina Pitkänen, Ilkka Kalliala, Mariona Bustamante, Olli T. Raitakari, Bridget A. Knight, Robin N Beaumont, Matthew T. Weirauch, Line Skotte, Matthias Wielscher, Mark I. McCarthy, Klaus Bønnelykke, Vincent W. V. Jaddoe, Elina Hyppönen, Ole Mors, Tarunveer S. Ahluwalia, Thomas Werge, Frank Geller, Jonathan P. Bradfield, Vivek Appadurai, Kristin Skogstrand, Merete Nordentoft, Suzanne Vogelezang, Preben Bo Mortensen, Xueping Liu, Daniel Miller, Hakon Hakonarson, João Fadista, Pål R. Njølstad, Leah C. Kottyan, Wesley K. Thompson, Bruce Bedell, Katja Pahkala, Stefan Johansson, Dorte Helenius, Louis J. Muglia, Janine F. Felix, Rachel M. Freathy, Heather A. Boyd, Bjarke Feenstra, Ge Zhang, Anubha Mahajan, Alfonso Buil, Bo Jacobsson, Martine Vrijheid, Frederick T.J. Lin, William L. Lowe, Mads Melbye, Ron Nudel, Denise M. Scholtens, Julius Juodakis, Shouneng Peng, Christine Power, Andrew J. Schork, Jeffrey C. Murray, David M. Hougaard, Craig E. Pennell, Øyvind Helgeland, Struan F.A. Grant, Kelli K. Ryckman, Mary L. Marazita, Xiaoting Chen, Jonas Bacelis, Anders D. Børglum, Debbie A Lawlor, Hans Bisgaard, Robert M. Rossi, Fernando Rivadeneira, Leo-Pekka Lyytikäinen, Rebecca K. Vinding, Department of Obstetrics and Gynecology, HUS Gynecology and Obstetrics, Clinicum, Helsinki University Hospital Area, Epidemiology, Internal Medicine, Pediatrics, Erasmus MC other, Liu, Xueping, Helenius, Dorte, Skotte, Line, Beaumont, Robin N, Hyppönen, Elina, Feenstra, Bjarke, and UNIVERSITY OF OULU
Subjects: 0301 basic medicine, LD SCORE REGRESSION, General Physics and Astronomy, Genome-wide association study, 02 engineering and technology, Reproductive health and childbirth, Bioinformatics, Low Birth Weight and Health of the Newborn, Genome-wide association studies, 3123 Gynaecology and paediatrics, Pregnancy, Genotype, Infant Mortality, Genetics research, 2.1 Biological and endogenous factors, WIDE ASSOCIATION, GWAS, FUNCTIONAL VARIATION, Aetiology, lcsh:Science, Pediatric, Multidisciplinary, Genome, Gestational age, Single Nucleotide, 021001 nanoscience & nanotechnology, 3. Good health, Multidisciplinary Sciences, Chromosomes, Human, Pair 2, Pair 2, Gestation, Science & Technology - Other Topics, Premature Birth, Cytokines, Female, 0210 nano-technology, Human, Reproductive signs and symptoms, EXPRESSION, PRETERM BIRTH, Science, Reproductive biology, Locus (genetics), Gestational Age, Biology, Polymorphism, Single Nucleotide, SEQUENCE, Article, General Biochemistry, Genetics and Molecular Biology, Chromosomes, 03 medical and health sciences, AGE, Fetus, Preterm, medicine, Genetics, SNP, Humans, Polymorphism, Science & Technology, Genome, Human, Human Genome, Infant, Newborn, Infant, General Chemistry, Perinatal Period - Conditions Originating in Perinatal Period, medicine.disease, Newborn, 030104 developmental biology, Good Health and Well Being, lcsh:Q, WEIGHT, 3111 Biomedicine, HAPLOTYPES, Genome-Wide Association Study
Abstract: The duration of pregnancy is influenced by fetal and maternal genetic and non-genetic factors. Here we report a fetal genome-wide association meta-analysis of gestational duration, and early preterm, preterm, and postterm birth in 84,689 infants. One locus on chromosome 2q13 is associated with gestational duration; the association is replicated in 9,291 additional infants (combined P = 3.96 × 10−14). Analysis of 15,588 mother-child pairs shows that the association is driven by fetal rather than maternal genotype. Functional experiments show that the lead SNP, rs7594852, alters the binding of the HIC1 transcriptional repressor. Genes at the locus include several interleukin 1 family members with roles in pro-inflammatory pathways that are central to the process of parturition. Further understanding of the underlying mechanisms will be of great public health importance, since giving birth either before or after the window of term gestation is associated with increased morbidity and mortality., Gestational duration depends on both maternal and fetal genetic influences. Here, the authors perform a fetal genome-wide association meta-analysis and find that a locus on 2q13 is associated with pregnancy duration and further show that the lead SNP rs7594852 changes the binding properties of transcriptional repressor HIC1.
Published: 2019
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22. Ancestral diversity improves discovery and fine-mapping of genetic loci for anthropometric traits - the Hispanic/Latino Anthropometry Consortium

Author: Heather M. Highland, Francisco Rothhammer, Kristin L. Young, Andres Ruiz-Linares, Yujie Wang, Roberta McKean-Cowdin, Fernando Pires Hartwig, Noël P. Burtt, Ye Feng, Mark O. Goodarzi, Adrienne M. Stilp, Andrea R. V. R. Horimoto, Charleston W. K. Chiang, Michael Preuss, Adam G. Lilly, Gabriela Torres-Mejía, V. Saroja Voruganti, Donna E. Lehman, LáShauntá M. Glover, Roelof A.J. Smit, Yii-Der Ida Chen, Carl Langfeld, Xiuqing Guo, Rebecca Rohde, Estela Blanco, Samuel Canizales-Quinteros, Ravindranath Duggirala, Tamar Sofer, Sheila Gahagan, Anny H. Xiang, Ruth J. F. Loos, Hung-Hsin Chen, Sobha Puppala, Giovanni Poletti, Yang Hai, Claudia Schumann, Victor Acuña-Alonzo, Sharon G. Adler, Kari E. North, José Eduardo Krieger, Xinruo Zhang, Christopher A. Haiman, Alexandre C. Pereira, Thomas A. Buchanan, Xiaoyi Raymond Gao, Matthew A. Allison, Zorayr Arzumanyan, Jennifer A. Smith, Jie Yao, Marta Guindo-Martínez, Carmen R. Isasi, Clicerio González-Villalpando, Anthony G. Commuzzie, Nancy J. Cox, Kent D. Taylor, Victoria L. Buchanan, Carla Gallo, Esther M. John, Humberto García-Ortiz, David V. Conti, Lynne E. Wagenknecht, Carlos A. Aguilar-Salinas, Jose C. Florez, Willa A. Hsueh, Craig L. Hanis, Susanne B. Nicholas, Struan F.A. Grant, José de Jesús Peralta Romero, Lindsay Fernández-Rhodes, Alvin G. Thomas, Jerome I. Rotter, Maria Cátira Bortolini, Anne E. Justice, Hakon Hakonarson, Darryl Nousome, Nicholette Allred, Leslie J. Raffel, Nancy F. Butte, Wanying Zhu, Joanne E. Curran, Miguel Cruz, Xiaohui Li, Kevin Sandow, Minhui Chen, Poojan Shrestha, Eli Ipp, Teresa Tusie, Minjung Kho, Bernando Horta, Kelvin Lam, Stephanie M. Gogarten, Pauline Genter, John Blangero, Robert P. Igo, Mariaelisa Graff, Rolando González-José, Kaye Roll, Shelley A. Cole, Josep M. Mercader, Jingyi Tan, Esteban J. Parra, Jennifer E. Below, Sudha K. Iyengar, Qibin Qi, Elad Ziv, Gabriel Bedoya, Sara Pulit, Lorena Orozco, Fouad Kandeel, Astride Audirac-Chalifour, Laura Fejerman, Jerry L. Nadler, Daeeun Kim, Kaustubh Adhikari, George Papnicolaou, and Jonathan P. Bradfield
Subjects: Linkage disequilibrium, medicine, Locus (genetics), Genome-wide association study, Anthropometry, Overweight, medicine.symptom, Biology, Population stratification, Body mass index, Demography, Genetic association
Abstract: Hispanic/Latinos have been underrepresented in genome-wide association studies (GWAS) for anthropometric traits despite notable anthropometric variability with ancestry proportions, and a high burden of growth stunting and overweight/obesity in Hispanic/Latino populations. This address this knowledge gap, we analyzed densely-imputed genetic data in a sample of Hispanic/Latino adults, to identify and fine-map common genetic variants associated with body mass index (BMI), height, and BMI-adjusted waist-to-hip ratio (WHRadjBMI). We conducted a GWAS of 18 studies/consortia as part of the Hispanic/Latino Anthropometry (HISLA) Consortium (Stage 1, n=59,769) and validated our findings in 9 additional studies (HISLA Stage 2, n=9,336). We conducted a trans-ethnic GWAS with summary statistics from HISLA Stage 1 and existing consortia of European and African ancestries. In our HISLA Stage 1+2 analyses, we discovered one novel BMI locus, as well two novel BMI signals and another novel height signal, each within established anthropometric loci. In our trans-ethnic meta- analysis, we identified three additional novel BMI loci, one novel height locus, and one novel WHRadjBMI locus. We also identified three secondary signals for BMI, 28 for height, and two for WHRadjBMI. We replicated >60 established anthropometric loci in Hispanic/Latino populations at genome-wide significance—representing up to 30% of previously-reported index SNP anthropometric associations. Trans-ethnic meta-analysis of the three ancestries showed a small-to-moderate impact of uncorrected population stratification on the resulting effect size estimates. Our novel findings demonstrate that future studies may also benefit from leveraging differences in linkage disequilibrium patterns to discover novel loci and additional signals with less residual population stratification.
Published: 2021
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23. Author response for 'Combined Application of Genetic and Polygenic Risk Score for Type 1 Diabetes Risk Prediction'

Author: John J. Connolly, Frank D. Mentch, Patrick M. A. Sleiman, Jingchun Qu, Jonathan P. Bradfield, Hakon Hakonarson, Joseph T. Glessner, Jeffrey D. Roizen, Hui‐Qi Qu, Xiao Chang, and Michael E. March
Subjects: medicine.medical_specialty, Type 1 diabetes, business.industry, Internal medicine, medicine, Polygenic risk score, medicine.disease, business
Published: 2021
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24. Genetic studies of leptin concentrations implicate leptin in the regulation of early adiposity

Author: Daniel I. Chasman, Torben Hansen, Rebecca S. Fine, Kari E. North, Harald Grallert, Jeffrey Haesser, Jie Yao, Arund D. Pradhan, Peter Kovacs, Mariaelisa Graff, Rebecca D. Jackson, Zoltán Kutalik, James G. Wilson, Neil Robertson, Mika Kähönen, Linda S. Adair, Jennifer Kriebel, Ruth J. F. Loos, Massimo Mangino, Jayne F. Martin Carli, Yiying Zhang, M. Arfan Ikram, Paraskevi Christofidou, Linda Broer, Paul M. Ridker, Barbara McKnight, Satu Männistö, Sophia Metz, Tea Skaaby, Jette Bork-Jensen, Craig E. Pennell, Sophie Molnos, Michael A. Province, Xiuqing Guo, Laura B. L. Wittemans, Stephen J. Lye, Cornelia M. van Duijn, Samuli Ripatti, Ko Willems van Dijk, Tim Kacprowski, America A. Sandoval-Zárate, Hermina Jakupović, Tuomas O. Kilpeläinen, Michael Preuss, Jaeyoung Hong, Cristina Venturini, Ying Wu, Germán D. Carrasquilla, Ivana Prokic, Mary F. Feitosa, Melissa E. Garcia, Paul L. Auer, Leslie A. Lange, Leo-Pekka Lyytikäinen, Kristin L. Young, Tugce Karaderi, Alexander P. Reiner, Tim D. Spector, Anubha Mahajan, Claudia Schurmann, Jerome I. Rotter, Rudolph L. Leibel, Georg Homuth, Claudia A. Doege, Hakon Hakonarson, Nicholas J. Wareham, Najaf Amin, Shuai Wang, Matthias Blüher, Ayse Demirkan, Andrew P. Morris, Charles A. LeDuc, Claudia Langenberg, Hanieh Yaghootkar, Mike A. Nalls, Erik Ingelsson, Dennis O. Mook-Kanamori, Jorge R. Kizer, Carolina Medina-Gomez, Timothy M. Frayling, Colleen M. Sitlani, David A. Mackey, Bruce M. Psaty, Matthias Nauck, Struan F.A. Grant, Konstantin Strauch, Olli T. Raitakari, Alexander Teumer, Mark Walker, Jonathan P. Bradfield, Judith B. Borja, Karen L. Mohlke, Lars Lind, André G. Uitterlinden, Renée de Mutsert, Ruifang Li-Gao, Cassandra N. Spracklen, Jin Li, Anne E. Justice, Cecilia M. Lindgren, Kaiying Guo, Terho Lehtimäki, Pekka Jousilahti, Yingchang Lu, Yii-Der Ida Chen, Sara M. Willems, Tamara B. Harris, Matthew A. Allison, Carol A. Wang, Niels Grarup, Lam Opal Huang, Veikko Salomaa, Jian'an Luan, Robert A. Scott, Kent D. Taylor, James B. Meigs, Ophthalmology, Epidemiology, Internal Medicine, Clinical Genetics, Department of Organisation and Personnel Management, Health Services Management & Organisation (HSMO), Yaghootkar, Hanieh [0000-0001-9672-9477], Kilpeläinen, Tuomas O [0000-0002-8349-3028], and Apollo - University of Cambridge Repository
Subjects: 0301 basic medicine, Leptin, Models, Molecular, medicine.medical_specialty, Genotype, Protein Conformation, Endocrinology, Diabetes and Metabolism, 030209 endocrinology & metabolism, Genome-wide association study, KLF14, Biology, 03 medical and health sciences, 0302 clinical medicine, Internal medicine, Internal Medicine, medicine, Missense mutation, Humans, Allele, Exome, Adiposity, 2. Zero hunger, Racial Groups, digestive, oral, and skin physiology, Gene Expression Regulation, Developmental, Genetic Variation, Genetics/Genomes/Proteomics/Metabolomics, medicine.disease, Obesity, 030104 developmental biology, Endocrinology, hormones, hormone substitutes, and hormone antagonists
Abstract: Leptin influences food intake by informing the brain about the status of body fat stores. Rare LEP mutations associated with congenital leptin deficiency cause severe early-onset obesity that can be mitigated by administering leptin. However, the role of genetic regulation of leptin in polygenic obesity remains poorly understood. We performed an exome-based analysis in up to 57,232 individuals of diverse ancestries to identify genetic variants that influence adiposity-adjusted leptin concentrations. We identify five novel variants, including four missense variants, in LEP, ZNF800, KLHL31, and ACTL9, and one intergenic variant near KLF14. The missense variant Val94Met (rs17151919) in LEP was common in individuals of African ancestry only and its association with lower leptin concentrations was specific to this ancestry (P=2x10-16, n=3,901). Using in vitro analyses, we show that the Met94 allele decreases leptin secretion. We also show that the Met94 allele is associated with higher BMI in young African-ancestry children but not in adults, suggesting leptin regulates early adiposity.
Published: 2020

25. Large trans-ethnic meta-analysis identifies AKR1C4 as a novel gene associated with age at menarche

Author: Jirong Long, Nora Franceschini, Charles Kooperberg, Eric Boerwinkle, Julie R. Palmer, Laura M. Raffield, Guochong Jia, Lindsay Fernández-Rhodes, Wei Zheng, K. L. Lunetta, Tamar Sofer, Robert B. Wallace, Diana L. Cousminer, Quenna Wong, Joanne M. Murabito, Leslie A. Lange, Babette S. Zemel, Struan F.A. Grant, Ran Tao, Chloé Sarnowski, Jonathan P. Bradfield, Gary Zirpoli, Kari E. North, Hakon Hakonarson, and Adolfo Correa
Subjects: Adolescent, Ethnic group, Genome-wide association study, Biology, Polymorphism, Single Nucleotide, Cohort Studies, 03 medical and health sciences, Race (biology), 0302 clinical medicine, Ethnicity, Humans, 030304 developmental biology, Genetic association, Menarche, 0303 health sciences, Rehabilitation, Obstetrics and Gynecology, Original Articles, Biobank, Reproductive Medicine, 030220 oncology & carcinogenesis, Meta-analysis, Female, Demography, Cohort study, Genome-Wide Association Study
Abstract: STUDY QUESTIONDoes the expansion of genome-wide association studies (GWAS) to a broader range of ancestries improve the ability to identify and generalise variants associated with age at menarche (AAM) in European populations to a wider range of world populations?SUMMARY ANSWERBy including women with diverse and predominantly non-European ancestry in a large-scale meta-analysis of AAM with half of the women being of African ancestry, we identified a new locus associated with AAM in African-ancestry participants, and generalised loci from GWAS of European ancestry individuals.WHAT IS KNOWN ALREADYAAM is a highly polygenic puberty trait associated with various diseases later in life. Both AAM and diseases associated with puberty timing vary by race or ethnicity. The majority of GWAS of AAM have been performed in European ancestry women.STUDY DESIGN, SIZE, DURATIONWe analysed a total of 38 546 women who did not have predominantly European ancestry backgrounds: 25 149 women from seven studies from the ReproGen Consortium and 13 397 women from the UK Biobank. In addition, we used an independent sample of 5148 African-ancestry women from the Southern Community Cohort Study (SCCS) for replication.PARTICIPANTS/MATERIALS, SETTING, METHODSEach AAM GWAS was performed by study and ancestry or ethnic group using linear regression models adjusted for birth year and study-specific covariates. ReproGen and UK Biobank results were meta-analysed using an inverse variance-weighted average method. A trans-ethnic meta-analysis was also carried out to assess heterogeneity due to different ancestry.MAIN RESULTS AND THE ROLE OF CHANCEWe observed consistent direction and effect sizes between our meta-analysis and the largest GWAS conducted in European or Asian ancestry women. We validated four AAM loci (1p31, 6q16, 6q22 and 9q31) with common genetic variants at P LARGE SCALE DATAN/ALIMITATIONS, REASONS FOR CAUTIONExtreme AAM (18 years) were excluded from analysis. Women may not fully recall their AAM as most of the studies were conducted many years later. Further studies in women with diverse and predominantly non-European ancestry are needed to confirm and extend these findings, but the availability of such replication samples is limited.WIDER IMPLICATIONS OF THE FINDINGSExpanding association studies to a broader range of ancestries or ethnicities may improve the identification of new genetic variants associated with complex diseases or traits and the generalisation of variants from European-ancestry studies to a wider range of world populations.STUDY FUNDING/COMPETING INTEREST(S)Funding was provided by CHARGE Consortium grant R01HL105756-07: Gene Discovery For CVD and Aging Phenotypes and by the NIH grant U24AG051129 awarded by the National Institute on Aging (NIA). The authors have no conflict of interest to declare.
Published: 2020

26. Genetics of Low Polygenic Risk Score Type 1 Diabetes Patients: rare variants in 22 novel loci

Author: Lifeng Tian, Michael E. March, Jingchun Qu, Xiao Chang, Patrick M. A. Sleiman, Hui-Qi Qu, Hakon Hakonarson, Joseph T. Glessner, Jonathan P. Bradfield, and Jeffrey D. Roizen
Subjects: Genetics, endocrine system, Type 1 diabetes, endocrine system diseases, nutritional and metabolic diseases, Single-nucleotide polymorphism, Biology, medicine.disease, Obesity, Ciliopathy, Intergenic region, immune system diseases, Cohort, medicine, Polygenic risk score, Gene
Abstract: With polygenic risk score (PRS) for autoimmune type 1 diabetes (T1D), this study identified T1D cases with low T1D PRS and searched for susceptibility loci in these cases. Our hypothesis is that genetic effects (likely mediated by relatively rare genetic variants) of non-mainstream (or non-autoimmune) T1D might have been diluted in the previous studies on T1D cases in general. Two cohorts for the PRS modeling and testing respectively were included. The first cohort consisted of 3,356 T1D cases and 6,203 controls, and the independent second cohort consisted of 3,355 T1D cases and 6,203 controls. Cases with low T1D PRS were identified using PRSice-2 and compared to controls with low T1D PRS by genome-wide association (GWA) test. Twenty-six genetic loci with SNPs/SNVs associated with low PRS T1D at genome-wide significance (P≤5.0xE-08) were identified, including 4 established T1D loci, as well as 22 novel loci represented by rare SNVs. For the 22 novel loci, 12 regions have been reported of association with obesity related traits by previous GWA studies. Five loci encoding long intergenic non-protein coding RNAs (lncRNA), two loci involved in N-linked glycosylation, two loci encoding GTPase activators, and two ciliopathy genes, are also highlighted in this study.
Published: 2020
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27. Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits

Author: Inês Barroso, Peter D. Sly, Jose Ramon Bilbao, Nicholas J. Timpson, Johan G. Eriksson, Maria M. Groen-Blokhuis, Sijmen A. Reijneveld, Dariusz Gruszfeld, George Davey Smith, Christine Power, Eva Reischl, Mandy Vogel, Andrew T. Hattersley, Øyvind Helgeland, Niina Pitkänen, Akram Alyass, Jean-Paul Langhendries, Elina Hyppönen, Kathrin Landgraf, Loreto Santa-Marina, Frank Geller, Christopher D. Brown, Elvira Verduci, Katja Pahkala, Olli T. Raitakari, Joaquin Escribano, Torben Hansen, Hakon Hakonarson, Barbara Heude, Bridget A. Knight, Maties Torrent, Robin N Beaumont, Judith M. Vonk, Estelle Lowry, Patrick G. Holt, Harold Snieder, Carol A. Wang, Mark I. McCarthy, Christine Frithioff-Bøjsøe, Tanja G. M. Vrijkotte, Natalia Vilor-Tejedor, Lisbeth Carstensen, Catharina E. M. van Beijsterveldt, Ville Karhunen, Virpi Lindi, Marjo-Riitta Järvelin, Tarunveer S. Ahluwalia, Jordi Sunyer, Jaakko T. Leinonen, Clare S. Murray, Klaus Bønnelykke, Thorkild I. A. Sørensen, André G. Uitterlinden, Janine F. Felix, John A. Curtin, Mika Kähönen, Jorma Viikari, Leo-Pekka Lyytikäinen, Oluf Pedersen, Carmen Iñiguez, Harri Niinikoski, Wieland Kiess, Kim F. Michaelsen, Evie Stergiakouli, Anni Heiskala, Alessandra Chesi, Craig E. Pennell, Mohammed H Zafarmand, Peter Rzehak, Kook K Teo, Aihuali Li, Marie Standl, Veit Grote, Momoko Horikoshi, Ellen A. Nohr, Eleanor Wheeler, Rachel M. Freathy, Iryna O. Fedko, Gerard H. Koppelman, Elisabeth Widen, Jens-Christian Holm, Raimo Joro, David Meyre, Mustafa Atalay, Theresia M. Schnurr, Camilla Schmidt Morgen, Adnan Custovic, Niels Grarup, Trevor A. Mori, Terho Lehtimäki, Christian Theil Have, Angela Simpson, Mads Melbye, Bjarke Feenstra, Lawrence J. Beilin, Stefan Johansson, Ioanna Ntalla, Martine Vrijheid, Mariona Bustamante, George Dedoussis, Sylvain Sebert, Jonas Bacelis, Carolina Medina-Gomez, Elisabeth Thiering, Ken K. Ong, Eleftheria Zeggini, Berthold Koletzko, Karine Clément, Bo L. Chawes, Mette Hollensted, Babette S. Zemel, Markus Scholz, Holger Kirsten, Antje Körner, Albertine J. Oldehinkel, Barbera D. C. van Schaik, Philippe Froguel, Vincent W. V. Jaddoe, Dorret I. Boomsma, Struan F.A. Grant, Loic Yengo, Jonathan P. Bradfield, Tenna Ruest Haarmark Nielsen, Suzanne Vogelezang, Jakob Stokholm, Pål R. Njølstad, Bo Jacobsson, Marc Vaudel, Peter J. van der Most, Andreas Kühnapfel, Mads Vendelbo Lind, Timo A. Lakka, Saskia Selzam, Robert Plomin, Marie-Aline Charles, Jouke-Jan Hottenga, Kalliope Panoutsopoulou, Fernando Rivadeneira, Rebecca K. Vinding, Hans Bisgaard, I. S. Farooqi, Joachim Heinrich, Diana L. Cousminer, Ricardo Closa-Monasterolo, Claire Monnereau, European Commission, Epidemiology, Erasmus MC other, Pediatrics, Internal Medicine, Epidemiology and Data Science, ACS - Atherosclerosis & ischemic syndromes, APH - Aging & Later Life, APH - Global Health, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, ARD - Amsterdam Reproduction and Development, APH - Methodology, AGEM - Amsterdam Gastroenterology Endocrinology Metabolism, ACS - Amsterdam Cardiovascular Sciences, Public and occupational health, Erasmus University Medical Center [Rotterdam] (Erasmus MC), Children’s Hospital of Philadelphia (CHOP ), Herlev and Gentofte Hospital, Manchester Academic Health Science Centre (MAHSC), University of Manchester [Manchester], University of Kuopio, University of Copenhagen = Københavns Universitet (KU), Universität Leipzig [Leipzig], University Medical Center Groningen [Groningen] (UMCG), University of Bristol [Bristol], Université d'Oulu, The Wellcome Trust Centre for Human Genetics [Oxford], University of Oxford [Oxford], Vrije Universiteit Brussel (VUB), CIBER de Epidemiología y Salud Pública (CIBERESP), Helmholtz-Zentrum München (HZM), University of Newcastle [Australia] (UoN), Turku University Hospital (TYKS), Statens Serum Institut [Copenhagen], Sahlgrenska Academy at University of Gothenburg [Göteborg], Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (GI3M), Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP), Queen Mary University of London (QMUL), Norwegian Institute of Public Health [Oslo] (NIPH), King‘s College London, University of Groningen [Groningen], University of Amsterdam [Amsterdam] (UvA), Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS (U1153 / UMR_A_1125 / UMR_S_1153)), Conservatoire National des Arts et Métiers [CNAM] (CNAM)-Université Sorbonne Paris Cité (USPC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Paris (UP)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), University of Cambridge [UK] (CAM), McMaster University [Hamilton, Ontario], University of Exeter, Ludwig-Maximilians-Universität München (LMU), University of the Basque Country [Bizkaia] (UPV/EHU), The Wellcome Trust Sanger Institute [Cambridge], The University of Western Australia (UWA), Nutrition et obésités: approches systémiques (nutriomics) (UMR-S 1269 INSERM - Sorbonne Université), Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU), Universitat Rovira i Virgili, Imperial College London, University of Helsinki, Vrije Universiteit Amsterdam [Amsterdam] (VU), University College of London [London] (UCL), University of Bergen (UiB), University of Tampere [Finland], University of Oulu, Copenhagen University Hospital, University of Turku, University of Queensland [Brisbane], Haukeland University Hospital, Università degli Studi di Milano-Bicocca [Milano] (UNIMIB), National Institute for Health Research Biomedical Research Centre at Great Ormond Street Hospital for Children NHS Foundation Trust University College London Wellcome 090532106130098381203141212259WT206194United States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Institute of Diabetes & Digestive & Kidney Diseases (NIDDK)U01DK105535National Institute for Health Research (NIHR)NF-SI-0617-10090Netherlands Organization for Health Research and DevelopmentTOP 40-00812-9811010American Diabetes Association1-17-PDF-077Daniel B. Burke Chair for Diabetes Research United States Department of Health & Human ServicesNational Institutes of Health (NIH) - USAR01 HD058886Agencia de Gestio D'Ajuts Universitaris de Recerca Agaur (AGAUR)2017 FI_B 00636Generalitat de Catalunya -Fons Social Europeu European Research Council Advanced Grant META-GROWTH (ERC-2012-AdG) 322605Oak Foundation Fellowship Wellcome TrustEuropean CommissionWT104150098497/Z/12/ZRoyal Society of LondonEuropean CommissionWT104150Wellcome Trust098395/Z/12/ZNatural Resources CanadaCanadian Forest ServiceCanada Research Chairs Finnish Cultural Foundation KNAW Academy Professor Award PAH/6635TARGET Danish Diabetes Academy Copenhagen Graduate School of Health and Medical Sciences Netherlands Organization for Health Research and Development (VIDI) 016.136.361European Research Council (ERC)European Commission648916European Research Council (ERC)European Commission UK Research & Innovation (UKRI)Medical Research Council UK (MRC)European CommissionMRC_MC_UU_12012/5MC_UU_00011/1National Institute for Health Research (NIHR) Botnar Foundation Bernard Wolfe Health Neuroscience Endowment European Community's Seventh Framework Programme (FP7/2007-2013) project Beta-JUDO 279153University of Bristol UK Research & Innovation (UKRI)Medical Research Council UK (MRC)MC_UU_00011/1MC_UU_00011/3French National Agency of Research, F-CRIN/FORCE, Clinicum, Johan Eriksson / Principal Investigator, Department of General Practice and Primary Health Care, Helsinki University Hospital Area, Genomics of Sex Differences, Institute for Molecular Medicine Finland, Centre of Excellence in Complex Disease Genetics, Elisabeth Ingrid Maria Widen / Principal Investigator, Genomic Discoveries and Clinical Translation, University of Copenhagen = Københavns Universitet (UCPH), Universität Leipzig, University of Oxford, Helmholtz Zentrum München = German Research Center for Environmental Health, University of Newcastle [Callaghan, Australia] (UoN), Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (EGENODIA (GI3M)), Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre National de la Recherche Scientifique (CNRS), Conservatoire National des Arts et Métiers [CNAM] (CNAM), HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-Université Sorbonne Paris Cité (USPC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), University of the Basque Country/Euskal Herriko Unibertsitatea (UPV/EHU), Nutrition et obésités: approches systémiques (UMR-S 1269) (Nutriomics), Helsingin yliopisto = Helsingfors universitet = University of Helsinki, Università degli Studi di Milano-Bicocca = University of Milano-Bicocca (UNIMIB), Felix, Janine F [0000-0002-9801-5774], Apollo - University of Cambridge Repository, Biological Psychology, APH - Mental Health, Felix, Janine F. [0000-0002-9801-5774], Tampere University, Tampere University Hospital Catchment Area, Department of Clinical Physiology and Nuclear Medicine, Clinical Medicine, Department of Clinical Chemistry, Groningen Research Institute for Asthma and COPD (GRIAC), Public Health Research (PHR), Life Course Epidemiology (LCE), Vogelezang, Suzanne, Bradfield, Jonathan P, Ahluwalia, Tarunveer S, Curtin, John A, Hyppönen, Elina, Felix, JF, and Early Growth Genetics Consortium
Subjects: Male, Genetic-variation, Nedd4 Ubiquitin Protein Ligases, Pooled Analysis, Blood Pressure, 0302 clinical medicine, Human genetics, Mendelian Randomization, Young adult, Child, health care economics and organizations, Body mass index, Adiposity, Genetics & Heredity, 0303 health sciences, Statistics, 1184 Genetics, developmental biology, physiology, Genomics, adulto, 3. Good health, Cardiovascular Diseases, Child, Preschool, Physical Sciences, Menarche, genetic-variation, presión sanguínea, Monosaccharide Transport Proteins, Genetic loci, education, enfermedades cardiovasculares, Prostate-specific Antigen, Genetic correlation, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Diabetes Mellitus, Genetics, Humans, prostate-specific antigen, Statistical Methods, Molecular Biology, Ecology, Evolution, Behavior and Systematics, childhood, 0604 Genetics, [SDV.GEN]Life Sciences [q-bio]/Genetics, Science & Technology, Early Growth Genetics Consortium, Biology and Life Sciences, Computational Biology, nutritional and metabolic diseases, Single nucleotide polymorphisms, Mendelian Randomization Analysis, Biological Tissue, Diabetes Mellitus, Type 2, estudio de asociación genómica completa, genetic factors, mendelian randomization, análisis de la aleatorización mendeliana, proteínas de transporte de monosacáridos, 030217 neurology & neurosurgery, Mathematics, Demography, Developmental Biology, Cardiovascular Risk, Cancer Research, obesity, Physiology, humanos, adolescente, Overweight, QH426-470, Genome-wide association studies, Waist–hip ratio, Mathematical and Statistical Techniques, Medicine and Health Sciences, body mass index (BMI), Genetics of disease, Genetics (clinical), 2. Zero hunger, adiposity, Metaanalysis, Physiological Parameters, Connective Tissue, Female, medicine.symptom, Anatomy, pooled analysis, Life Sciences & Biomedicine, Research Article, Adult, cardiovascular risk, Adolescent, Birth weight, menarquia, Adipose tissue, Biology, 3121 Internal medicine, Research and Analysis Methods, medicine, overweight, Genetic Predisposition to Disease, Obesity, 030304 developmental biology, Waist-Hip Ratio, índice de masa corporal, Body Weight, Cardiometabolic Risk Factors, predisposición genética a la enfermedad, Heritability, Genome Analysis, young-adults, Genome-wide Association, índice cintura-cadera, Young-adults, genome-wide association, Genome-Wide Association Study
Abstract: The genetic background of childhood body mass index (BMI), and the extent to which the well-known associations of childhood BMI with adult diseases are explained by shared genetic factors, are largely unknown. We performed a genome-wide association study meta-analysis of BMI in 61,111 children aged between 2 and 10 years. Twenty-five independent loci reached genome-wide significance in the combined discovery and replication analyses. Two of these, located nearNEDD4LandSLC45A3, have not previously been reported in relation to either childhood or adult BMI. Positive genetic correlations of childhood BMI with birth weight and adult BMI, waist-to-hip ratio, diastolic blood pressure and type 2 diabetes were detected (R(g)ranging from 0.11 to 0.76, P-values, CP received funding from the National Institute for Health Research Biomedical Research Centre at Great Ormond Street Hospital for Children NHS Foundation Trust and University College London. MMcC is a Wellcome Senior Investigator and an NIHR Senior Investigator. MMcC received funding from Wellcome (090532, 106130, 098381, 203141, 212259), NIDDK (U01DK105535), and NIHR (NF-SI-0617-10090). TGMV was supported by ZonMW (TOP 40-00812-9811010). DLC was supported by the American Diabetes Association Grant 1-17-PDF-077. SFAG is supported by the Daniel B. Burke Chair for Diabetes Research and NIH Grant R01 HD058886. NVT is funded by a pre-doctoral grant from the Agencia de Gestio d'Ajuts Universitaris i de Recerca (2017 FI_B 00636), Generalitat de Catalunya -Fons Social Europeu. BK received personal funding from the European Research Council Advanced Grant META-GROWTH (ERC-2012-AdG -no. 322605). BF was supported by an Oak Foundation Fellowship. RMF and RNB are supported by Sir Henry Dale Fellowship (Wellcome Trust and Royal Society grant: WT104150). ATH is supported by a Wellcome Trust Senior Investigator award (grant number 098395/Z/12/Z). DM is supported by a Canada Research Chair. DLC was supported by the American Diabetes Association Grant 1-17-PDF077. JTL was supported by the Finnish Cultural Foundation. DIB received a KNAW Academy Professor Award (PAH/6635). MH received PhD scholarship funding from TARGET (http://target.ku.dk), The Danish Diabetes Academy (http://danishdiabetesacademy.dk) and the Copenhagen Graduate School of Health and Medical Sciences. VWVJ received funding from the Netherlands Organization for Health Research and Development (VIDI 016.136.361) and the European Research Council (ERC-2014-CoG-648916). ISF was supported by the European Research Council, Wellcome Trust (098497/Z/12/Z), Medical Research Council (MRC_MC_UU_12012/5), the NIHR Cambridge Biomedical Research Centre, the Botnar Foundation, the Bernard Wolfe Health Neuroscience Endowment and the European Community's Seventh Framework Programme (FP7/2007-2013) project Beta-JUDO n degrees 279153. IB acknowledges funding from Wellcome (WT206194). ES works in a unit that receives funding from the University of Bristol and the UK Medical Research Council (MC_UU_00011/1, MC_UU_00011/3). GDS works in the Medical Research Council Integrative Epidemiology Unit at the University of Bristol, which is supported by the Medical Research Council (MC_UU_00011/1). KC received funds from the French National Agency of Research, F-CRIN/FORCE. All funding for the studies that provided the underlying data for this manuscript can be found in S1 Text. The funders had no role in study design, data collection and analysis, data interpretation, decision to publish, or preparation of the manuscript.
Published: 2020
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28. Analysis of shared common genetic risk between amyotrophic lateral sclerosis and epilepsy

Author: Schijven, D., Stevelink, R., Mccormack, M., van Rheenen, W., Luykx, J. J., Koeleman, B. P. C., Veldink, J. H., Aleksey, Shatunov, Mclaughlin, Russell L., van der Spek, Rick A. A., Alfredo, Iacoangeli, Kenna, Kevin P., van Eijk, Kristel R., Nicola, Ticozzi, Boris, Rogelj, Katarina, Vrabec, Metka, Ravnik-Glavač, Blaž, Koritnik, Janez, Zidar, Lea, Leonardis, Leja Dolenc Grošelj, Stéphanie, Millecamps, François, Salachas, Vincent, Meininger, Mamede de Carvalho, Susana, Pinto, Marta, Gromicho, Ana, Pronto-Laborinho, Mora, Jesus S., Ricardo, Rojas-García, Meraida, Polak, Siddharthan, Chandran, Shuna, Colville, Robert, Swingler, Morrison, Karen E., Shaw, Pamela J., John, Hardy, Orrell, Richard W., Alan, Pittman, Katie, Sidle, Pietro, Fratta, Andrea, Malaspina, Simon, Topp, Susanne, Petri, Susanna, Abdulla, Carsten, Drepper, Michael, Sendtner, Thomas, Meyer, Ophoff, Roel A., Staats, Kim A., Martina, Wiedau-Pazos, Catherine, Lomen-Hoerth, Van Deerlin, Vivianna M., Trojanowski, John Q., Lauren, Elman, Leo, Mccluskey, Nazli Basak, A., Thomas, Meitinger, Peter, Lichtner, Milena, Blagojevic-Radivojkov, Andres, Christian R., Gilbert, Bensimon, Bernhard, Landwehrmeyer, Alexis, Brice, Payan, Christine A. M., Safaa, Saker-Delye, Alexandra, Dürr, Wood, Nicholas W., Lukas, Tittmann, Wolfgang, Lieb, Andre, Franke, Marcella, Rietschel, Sven, Cichon, Nöthen, Markus M., Philippe, Amouyel, Christophe, Tzourio, Jean-François, Dartigues, Uitterlinden, Andre G., Fernando, Rivadeneira, Karol, Estrada, Albert, Hofman, Charles, Curtis, van der Kooi, Anneke J., Markus, Weber, Shaw, Christopher E., Smith, Bradley N., Daisy, Sproviero, Cristina, Cereda, Mauro, Ceroni, Luca, Diamanti, Roberto Del Bo, Stefania, Corti, Comi, Giacomo P., Sandra, D'Alfonso, Lucia, Corrado, Bertolin, Cinzia, Soraru', Gianni, Letizia, Mazzini, Viviana, Pensato, Cinzia, Gellera, Cinzia, Tiloca, Antonia, Ratti, Andrea, Calvo, Cristina, Moglia, Maura, Brunetti, Simona, Arcuti, Rosa, Capozzo, Chiara, Zecca, Christian, Lunetta, Silvana, Penco, Nilo, Riva, Alessandro, Padovani, Massimiliano, Filosto, Ian, Blair, Nicholson, Garth A., Rowe, Dominic B., Roger, Pamphlett, Kiernan, Matthew C., Julian, Grosskreutz, Witte, Otto W., Robert, Steinbach, Tino, Prell, Beatrice, Stubendorff, Ingo, Kurth, Hübner, Christian A., Nigel Leigh, P., Federico, Casale, Adriano, Chio, Ettore, Beghi, Elisabetta, Pupillo, Rosanna, Tortelli, Giancarlo, Logroscino, John, Powell, Ludolph, Albert C., Weishaupt, Jochen H., Wim, Robberecht, Philip Van Damme, Brown, Robert H., Glass, Jonathan D., Landers, John E., Orla, Hardiman, Andersen, Peter M., Philippe, Corcia, Patrick, Vourc'H, Vincenzo, Silani, van Es, Michael A., Jeroen Pasterkamp, R., Lewis, Cathryn M., Gerome, Breen, Ammar, Al-Chalabi, van den Berg, Leonard H., Veldink, Jan H., Daniela, Calini, Isabella, Fogh, Barbara, Castellotti, Franco, Taroni, Stella, Gagliardi, Giacomo, Comi, Sandra, D’Alfonso, Pegoraro, Elena, Giorgia, Querin, Francesca, Gerardi, Fabrizio, Rinaldi, Maria Sofia Cotelli, Luca, Chiveri, Maria Cristina Guaita, Patrizia, Perrone, Giancarlo, Comi, Carlo, Ferrarese, Lucio, Tremolizzo, Marialuisa, Delodovici, Giorgio, Bono, Stefania, Cammarosano, Antonio, Canosa, Dario, Cocito, Leonardo, Lopiano, Luca, Durelli, Bruno, Ferrero, Antonio, Bertolotto, Alessandro, Mauro, Luca, Pradotto, Roberto, Cantello, Enrica, Bersano, Dario, Giobbe, Maurizio, Gionco, Daniela, Leotta, Lucia, Appendino, Cavallo, Cavallo, Enrico, Odddenino, Claudio, Geda, Fabio, Poglio, Paola, Santimaria, Umberto, Massazza, Antonio, Villani, Roberto, Conti, Fabrizio, Pisano, Mario, Palermo, Franco, Vergnano, Paolo, Provera, Maria Teresa Penza, Marco, Aguggia, Nicoletta Di Vito, Piero, Meineri, Ilaria, Pastore, Paolo, Ghiglione, Danilo, Seliak, Nicola, Launaro, Giovanni, Astegiano, Bottacchi, Edo, Isabella Laura Simone, Stefano, Zoccolella, Michele, Zarrelli, Franco, Apollo, William, Camu, Jean Sebastien Hulot, Francois, Viallet, Philippe, Couratier, David, Maltete, Christine, Tranchant, Marie, Vidailhet, Bassel, Abou-Khalil, Pauls, Auce, Andreja, Avbersek, Melanie, Bahlo, David, J Balding, Thomas, Bast, Larry, Baum, Albert, J Becker, Felicitas, Becker, Bianca, Berghuis, Samuel, F Berkovic, Katja, E Boysen, Jonathan, P Bradfield, Lawrence, C Brody, Russell, J Buono, Ellen, Campbell, Gregory, D Cascino, Claudia, B Catarino, Gianpiero, L Cavalleri, Stacey, S Cherny, Krishna, Chinthapalli, Alison, J Coffey, Alastair, Compston, Antonietta, Coppola, Patrick, Cossette, John, J Craig, Gerrit-Jan de Haan, Peter De Jonghe, Carolien G, F de Kovel, Norman, Delanty, Chantal, Depondt, Orrin, Devinsky, Dennis, J Dlugos, Colin, P Doherty, Christian, E Elger, Johan, G Eriksson, Thomas, N Ferraro, Martha, Feucht, Ben, Francis, Jacqueline, A French, Saskia, Freytag, Verena, Gaus, Eric, B Geller, Christian, Gieger, Tracy, Glauser, Simon, Glynn, David, B Goldstein, Hongsheng, Gui, Youling, Guo, Kevin, F Haas, Hakon, Hakonarson, Kerstin, Hallmann, Sheryl, Haut, Erin, L Heinzen, Ingo, Helbig, Christian, Hengsbach, Helle, Hjalgrim, Michele, Iacomino, Andrés, Ingason, Michael, R Johnson, Reetta, Kälviäinen, Anne-Mari, Kantanen, Dalia, Kasperavičiūte, Dorothee Kasteleijn-Nolst Trenite, Heidi, E Kirsch, Robert, C Knowlton, Bobby P, C Koeleman, Roland, Krause, Martin, Krenn, Wolfram, S Kunz, Ruben, Kuzniecky, Patrick, Kwan, Dennis, Lal, Yu-Lung, Lau, Anna-Elina, Lehesjoki, Holger, Lerche, Costin, Leu, Dick, Lindhout, Warren, D Lo, Iscia, Lopes-Cendes, Daniel, H Lowenstein, Alberto, Malovini, Anthony, G Marson, Thomas, Mayer, Mark, Mccormack, James, L Mills, Nasir, Mirza, Martina, Moerzinger, Rikke, S Møller, Anne, M Molloy, Hiltrud, Muhle, Mark, Newton, Ping-Wing, Ng, Markus, M Nöthen, Peter, Nürnberg, Terence, J O’Brien, Karen, L Oliver, Aarno, Palotie, Faith, Pangilinan, Sarah, Peter, Slavé, Petrovski, Annapurna, Poduri, Michael, Privitera, Rodney, Radtke, Sarah, Rau, Philipp, S Reif, Eva, M Reinthaler, Felix, Rosenow, Josemir, W Sander, Thomas, Sander, Theresa, Scattergood, Steven, C Schachter, Christoph, J Schankin, Ingrid, E Scheffer, Bettina, Schmitz, Susanne, Schoch, Pak, C Sham, Jerry, J Shih, Graeme, J Sills, Sanjay, M Sisodiya, Lisa, Slattery, Alexander, Smith, David, F Smith, Michael, C Smith, Philip, E Smith, Anja C, M Sonsma, Doug, Speed, Michael, R Sperling, Bernhard, J Steinhoff, Ulrich, Stephani, Remi, Stevelink, Konstantin, Strauch, Pasquale, Striano, Hans, Stroink, Rainer, Surges, K Meng Tan, Liu Lin Thio, G Neil Thomas, Marian, Todaro, Rossana, Tozzi, Maria, S Vari, Eileen P, G Vining, Frank, Visscher, Sarah von Spiczak, Nicole, M Walley, Yvonne, G Weber, Zhi, Wei, Judith, Weisenberg, Christopher, D Whelan, Peter, Widdess-Walsh, Markus, Wolff, Stefan, Wolking, Wanling, Yang, Federico, Zara, Fritz, Zimprich, Project MinE ALS GWAS Consortium, International League Against Epilepsy Consortium on Complex Epilepsies, Department of Medical and Clinical Genetics, Centre of Excellence in Complex Disease Genetics, Aarno Palotie / Principal Investigator, Institute for Molecular Medicine Finland, Genomics of Neurological and Neuropsychiatric Disorders, Clinicum, Johan Eriksson / Principal Investigator, Department of General Practice and Primary Health Care, and HUS Helsinki and Uusimaa Hospital District
Subjects: Risk, 0301 basic medicine, Aging, Genetic correlation, Geriatrics & Gerontology, education, Genome-wide association study, Biology, ALS, Epilepsy, Amyotrophic Lateral Sclerosis, Gene Frequency, Humans, Genetic Variation, Genome-Wide Association Study, Negative Results, Article, 3124 Neurology and psychiatry, 03 medical and health sciences, 0302 clinical medicine, Genetic variation, medicine, Amyotrophic lateral sclerosis, Allele frequency, Genetics, Science & Technology, Mechanism (biology), General Neuroscience, 3112 Neurosciences, Neurosciences, medicine.disease, 3. Good health, Minor allele frequency, 030104 developmental biology, Neurology (clinical), Neurosciences & Neurology, Geriatrics and Gerontology, Life Sciences & Biomedicine, 030217 neurology & neurosurgery, Developmental Biology
Abstract: Because hyper-excitability has been shown to be a shared pathophysiological mechanism, we used the latest and largest genome-wide studies in amyotrophic lateral sclerosis (n = 36,052) and epilepsy (n = 38,349) to determine genetic overlap between these conditions. First, we showed no significant genetic correlation, also when binned on minor allele frequency. Second, we confirmed the absence of polygenic overlap using genomic risk score analysis. Finally, we did not identify pleiotropic variants in meta-analyses of the 2 diseases. Our findings indicate that amyotrophic lateral sclerosis and epilepsy do not share common genetic risk, showing that hyper-excitability in both disorders has distinct origins. ispartof: NEUROBIOLOGY OF AGING vol:92 ispartof: location:United States status: published
Published: 2020
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29. Discovery and fine-mapping of height loci via high-density imputation of GWASs in individuals of African ancestry

Author: Mariaelisa Graff, Zhaoming Wang, David R. Weir, Ann W. Hsing, Joel N. Hirschhorn, Rebecca S. Fine, Wei Zheng, William Maixner, Adebowale Adeyemo, Rick A. Kittles, Rebecca Rohde, Krista A. Zanetti, Elizabeth K. Speliotes, Keri L. Monda, Ingrid B. Borecki, Yaming Shao, Suhn K. Rhie, Sanjay R. Patel, Richard S. Cooper, Jerome I. Rotter, Michael J. Thun, William J. Blot, Brendan J. Keating, Michèle M. Sale, Scott M. Williams, Yingchang Lu, Margaret A. Tucker, Eric A. Klein, Uma Nayak, Curtis A. Pettaway, Yii-Der Ida Chen, Sailaja Vedantam, Pamela J. Schreiner, Phyllis J. Goodman, Babatunde L. Salako, Christine Neslund-Dudas, Andrew B. Singleton, Michael F. Press, Neil E. Caporaso, Maureen Sanderson, Diane M. Becker, Michele K. Evans, Margaret R. Spitz, Christopher I. Amos, Susan Redline, Kurt Lohman, Ching-Ti Liu, Hampton L. Leonard, Kris Monroe, Sun J. Kang, David Van Den Berg, Janet L. Stanford, Lewis H. Kuller, Traci M. Bartz, J. M. Zmuda, Christopher S. Carlson, Ruth J. F. Loos, Joanne M. Jordan, Guillaume Lettre, Youfang Liu, Lara Sucheston, Mike A. Nalls, Shad B. Smith, Suzanne Kolb, Lisa B. Signorello, Daniel Shriner, Tamara B. Harris, Larry D. Atwood, Wei-Min Chen, Oladosu Ojengbede, Kristin A. Rand, Claudia Schurmann, Guanjie Chen, Sharon L.R. Kardia, Graham Casey, Lawrence F. Bielak, Dena G. Hernandez, Talin Haritunians, Rajiv Nadukuru, Elisa V. Bandera, Matthew A. Allison, Amidou N'Diaye, Donna K. Arnett, Olufunmilayo I. Olopade, Ellen W. Demerath, Babette S. Zemel, Margaret Wrensch, Myriam Fornage, John K. Wiencke, George J. Papanicolaou, Sara S. Strom, Temidayo O. Ogundiran, Gregory L. Burke, Erin B. Ware, Marian L. Neuhouser, James G. Wilson, Dhananjay Vaidya, Nicholette D. Palmer, Marguerite R. Irvin, JoAnn E. Manson, Benjamin A. Rybicki, Laurence N. Kolonel, Chad D. Huff, Jennifer J. Hu, Jennifer A. Brody, L. Keoki Williams, Leslie A. Lange, Qing Duan, David S. Siscovick, Yongmei Liu, Leslie Bernstein, Jennifer A. Smith, Latchezar Dimitrov, Sarah J. Nyante, Sue A. Ingles, Yu Han H. Hsu, Xifeng Wu, Heather M. Ochs-Balcom, Jingzhong Ding, David V. Conti, L. Adrienne Cupples, Gerry A. Coetzee, Thomas H. Mosley, Kristin L. Young, Donald W. Bowden, Edmond K. Kabagambe, Christine B. Ambrosone, Karen C. Johnson, Patricia A. Peyser, Stefan Ambs, Victoria L. Stevens, Minhui Chen, Carl D. Langefeld, Sonja I. Berndt, Andrew F. Olshan, Qiuyin Cai, Jessica D. Faul, Mary F. Feitosa, Brian E. Cade, Esther M. John, Ann G. Schwartz, Yan V. Sun, Xinruo Zhang, Stephen J. Chanock, Jason H. Moore, Alexander P. Reiner, Caroline S. Fox, Charles Kooperberg, Anne E. Justice, Jin Li, Lorna H. McNeill, Alex Stram, Jie Yao, Xiuqing Guo, Mara Z. Vitolins, Edward A. Ruiz-Narváez, Abdullah Kutlar, Charleston W. K. Chiang, Jing Hua Zhao, Lisa R. Yanek, Poorva Mudgal, John D. Carpten, Barbara V. Howard, Anselm Hennis, Charles N. Rotimi, Ulrich Broeckel, Albert M. Levin, Jonathan P. Bradfield, Curtis C. Harris, Regina G. Ziegler, Brian E. Henderson, Bruce M. Psaty, Adeyinka G. Falusi, Katherine L. Nathanson, Barbara McKnight, Melinda C. Aldrich, Herman A. Taylor, Melissa Garcia, Degui Zhi, Dezheng Huo, Barry I. Freedman, D. C. Rao, Sylvia Wassertheil-Smoller, Jie Zhou, Adam B. Murphy, Eric E. Schadt, Sandra L. Deming, John S. Witte, Julie R. Palmer, Neil A. Zakai, Adesola Ogunniyi, Yun Li, Mary Cushman, Victoria L. Buchanan, Jorge L. Rodriguez-Gil, Struan F.A. Grant, Timothy D. Howard, Omri Gottesman, Wei Zhao, Kira C. Taylor, Yan Meng, Hayrettin Okut, Hakon Hakonarson, Xiaofeng Zhu, Elizabeth M. Gillanders, Alan B. Zonderman, Lisa Chu, Badri Padhukasahasram, Vaneet Lotay, W. Ryan Diver, Mary K. Wojczynski, Simin Liu, Erwin P. Bottinger, Cameron D. Palmer, Alessandra Chesi, Elise Lim, Laura J. Rasmussen-Torvik, Eirini Marouli, Kari E. North, Salman M. Tajuddin, Christopher A. Haiman, Barbara Nemesure, Loic Le Marchand, Bamidele O. Tayo, and Maggie C.Y. Ng
Subjects: Male, 0303 health sciences, 030305 genetics & heredity, High density, Black People, Single-nucleotide polymorphism, Genome-wide association study, Biology, Polymorphism, Single Nucleotide, Body Height, Article, Minor allele frequency, Black or African American, Europe, 03 medical and health sciences, Evolutionary biology, Africa, Genetics, Humans, Female, Genotyping, Genetics (clinical), Imputation (genetics), 030304 developmental biology, Genome-Wide Association Study
Abstract: Although many loci have been associated with height in European ancestry populations, very few have been identified in African ancestry individuals. Furthermore, many of the known loci have yet to be generalized to and fine-mapped within a large-scale African ancestry sample. We performed sex-combined and sex-stratified meta-analyses in up to 52,764 individuals with height and genome-wide genotyping data from the African Ancestry Anthropometry Genetics Consortium (AAAGC). We additionally combined our African ancestry meta-analysis results with published European genome-wide association study (GWAS) data. In the African ancestry analyses, we identified three novel loci (SLC4A3, NCOA2, ECD/FAM149B1) in sex-combined results and two loci (CRB1, KLF6) in women only. In the African plus European sex-combined GWAS, we identified an additional three novel loci (RCCD1, G6PC3, CEP95) which were equally driven by AAAGC and European results. Among 39 genome-wide significant signals at known loci, conditioning index SNPs from European studies identified 20 secondary signals. Two of the 20 new secondary signals and none of the 8 novel loci had minor allele frequencies (MAF) < 5%. Of 802 known European height signals, 643 displayed directionally consistent associations with height, of which 205 were nominally significant (p < 0.05) in the African ancestry sex-combined sample. Furthermore, 148 of 241 loci contained ≤20 variants in the credible sets that jointly account for 99% of the posterior probability of driving the associations. In summary, trans-ethnic meta-analyses revealed novel signals and further improved fine-mapping of putative causal variants in loci shared between African and European ancestry populations.
Published: 2020

30. Genetic Discrimination Between LADA and Childhood-Onset Type 1 Diabetes Within the MHC

Author: Kenyaita M. Hodge, John T. Lonsdale, Fernando Ovalle, Ronald I. Harris, Emma Ahlqvist, Bernhard O. Boehm, Richard E. Pratley, P. Froguel, Adrian Vella, Diana L. Cousminer, Nanette C. Schloot, Alessandra Chesi, Vanessa C. Guy, Knud Bonnet Yderstræde, Hakon Hakonarson, Jonathan P. Bradfield, Michael R. Rickels, Kamlesh Khunti, Didac Mauricio, Tiinamaija Tuomi, Struan F.A. Grant, Rajashree Mishra, Richard David Leslie, Carla J. Greenbaum, Benjamin F. Voight, Olle Melander, Stanley Schwartz, Leif Groop, Mikael Åkerlund, Stephen Varvel, David J. Brillon, Centre of Excellence in Complex Disease Genetics, HUS Abdominal Center, Institute for Molecular Medicine Finland, University Management, Research Programs Unit, Department of Medicine, Endokrinologian yksikkö, CAMM - Research Program for Clinical and Molecular Metabolism, University of Helsinki, Support Services, and Lee Kong Chian School of Medicine (LKCMedicine)
Subjects: Male, HLA CLASS-I, Endocrinology, Diabetes and Metabolism, LOCI, Genes, MHC Class I, Genome-wide association study, SUSCEPTIBILITY, Cohort Studies, 0302 clinical medicine, Polymorphism (computer science), 030212 general & internal medicine, Age of Onset, Child, education.field_of_study, biology, GAD, CONFIRMATION, Child, Preschool, Type 1 Diabetes, Chromosomes, Human, Pair 6, Female, CONTRIBUTE, Adult, Adolescent, Genes, MHC Class II, Population, 030209 endocrinology & metabolism, Major histocompatibility complex, Polymorphism, Single Nucleotide, Diagnosis, Differential, Young Adult, 03 medical and health sciences, AGE, MHC class I, Internal Medicine, medicine, Humans, Medicine [Science], Genetic Testing, GENOME-WIDE ASSOCIATION, Pathophysiology/Complications, education, Latent Autoimmune Diabetes in Adults, Alleles, Genetic Association Studies, Advanced and Specialized Nursing, MHC class II, Type 1 diabetes, business.industry, MHC Class I Gene, medicine.disease, Diabetes Mellitus, Type 1, Case-Control Studies, 3121 General medicine, internal medicine and other clinical medicine, Immunology, biology.protein, MHC, business
Abstract: OBJECTIVE The MHC region harbors the strongest loci for latent autoimmune diabetes in adults (LADA); however, the strength of association is likely attenuated compared with that for childhood-onset type 1 diabetes. In this study, we recapitulate independent effects in the MHC class I region in a population with type 1 diabetes and then determine whether such conditioning in LADA yields potential genetic discriminators between the two subtypes within this region. RESEARCH DESIGN AND METHODS Chromosome 6 was imputed using SNP2HLA, with conditional analysis performed in type 1 diabetes case subjects (n = 1,985) and control subjects (n = 2,219). The same approach was applied to a LADA cohort (n = 1,428) using population-based control subjects (n = 2,850) and in a separate replication cohort (656 type 1 diabetes case, 823 LADA case, and 3,218 control subjects). RESULTS The strongest associations in the MHC class II region (rs3957146, β [SE] = 1.44 [0.05]), as well as the independent effect of MHC class I genes, on type 1 diabetes risk, particularly HLA-B*39 (β [SE] = 1.36 [0.17]), were confirmed. The conditional analysis in LADA versus control subjects showed significant association in the MHC class II region (rs3957146, β [SE] = 1.14 [0.06]); however, we did not observe significant independent effects of MHC class I alleles in LADA. CONCLUSIONS In LADA, the independent effects of MHC class I observed in type 1 diabetes were not observed after conditioning on the leading MHC class II associations, suggesting that the MHC class I association may be a genetic discriminator between LADA and childhood-onset type 1 diabetes.
Published: 2020
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31. Genome‐wide single nucleotide polymorphism‐based autozygosity mapping facilitates identification of mutations in consanguineous families with epidermolysis bullosa

Author: Sirous Zeinali, Jouni Uitto, Hassan Vahidnezhad, Nikoo Mozafari, Cecilia E. Kim, Mohammad Hamid, Maryam Daneshpazhooh, Leila Youssefian, Hamidreza Mahmoudi, Sara Norouz-zadeh, Amir Hossein Saeidian, Maryam Abiri, Niloufar Amirinezhad, Jonathan P. Bradfield, Soheila Sotoudeh, Andrew Touati, and Hakon Hakonarson
Subjects: Male, 0301 basic medicine, Candidate gene, Genes, Recessive, Single-nucleotide polymorphism, Dermatology, Biology, Runs of Homozygosity, Compound heterozygosity, Polymorphism, Single Nucleotide, Biochemistry, Consanguinity, 030207 dermatology & venereal diseases, 03 medical and health sciences, symbols.namesake, 0302 clinical medicine, medicine, Humans, Molecular Biology, Sanger sequencing, Genetics, Homozygote, Chromosome Mapping, High-Throughput Nucleotide Sequencing, Sequence Analysis, DNA, Disease gene identification, medicine.disease, 030104 developmental biology, symbols, Microsatellite, Female, Epidermolysis bullosa, Epidermolysis Bullosa, Genome-Wide Association Study, Microsatellite Repeats
Abstract: Autozygosity mapping (AM) is a technique utilised for mapping homozygous autosomal recessive (AR) traits and facilitation of genetic diagnosis. We investigated the utility of AM for the molecular diagnosis of heterogeneous AR disorders, using epidermolysis bullosa (EB) as a paradigm. We applied this technique to a cohort of 46 distinct EB families using both short tandem repeat (STR) and genome-wide single nucleotide polymorphism (SNP) array-based AM to guide targeted Sanger sequencing of EB candidate genes. Initially, 39 of the 46 cases were diagnosed with homozygous mutations using this method. Independently, 26 cases, including the seven initially unresolved cases, were analysed with an EB-targeted next-generation sequencing (NGS) panel. NGS identified mutations in five additional cases, initially undiagnosed due to the presence of compound heterozygosity, deep intronic mutations or runs of homozygosity below the set threshold of 2 Mb, for a total yield of 44 of 46 cases (95.7%) diagnosed genetically.
Published: 2018
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32. Genetic Variation in PADI6-PADI4 on 1p36.13 Is Associated with Common Forms of Human Generalized Epilepsy

Author: Thomas N. Ferraro, Russell J. Buono, Jacqueline A. French, Heather Kenney Basehore, Michael R. Sperling, Struan F.A. Grant, Warren D. Lo, Patrick Cossette, Michael Privitera, Hakon Hakonarson, Dennis J. Dlugos, Steven C. Schachter, Falk W. Lohoff, Zhi Wei, and Jonathan P. Bradfield
Subjects: Male, human genetics, Single-nucleotide polymorphism, Genome-wide association study, QH426-470, Biology, association study, Polymorphism, Single Nucleotide, Article, White People, Idiopathic generalized epilepsy, Protein-Arginine Deiminase Type 6, Epilepsy, Protein-Arginine Deiminase Type 4, Genetic variation, Genetics, medicine, Humans, Genetic Predisposition to Disease, Generalized epilepsy, Genetics (clinical), medicine.disease, Human genetics, Black or African American, Chromosomes, Human, Pair 1, Case-Control Studies, PADI4, epilepsy, Epilepsy, Generalized, Female, Epilepsies, Partial, Genome-Wide Association Study
Abstract: We performed a genome-wide association study (GWAS) to identify genetic variation associated with common forms of idiopathic generalized epilepsy (GE) and focal epilepsy (FE). Using a cohort of 2220 patients and 14,448 controls, we searched for single nucleotide polymorphisms (SNPs) associated with GE, FE and both forms combined. We did not find any SNPs that reached genome-wide statistical significance (p ≤ 5 × 10−8) when comparing all cases to all controls, and few SNPs of interest comparing FE cases to controls. However, we document multiple linked SNPs in the PADI6-PADI4 genes that reach genome-wide significance and are associated with disease when comparing GE cases alone to controls. PADI genes encode enzymes that deiminate arginine to citrulline in molecular pathways related to epigenetic regulation of histones and autoantibody formation. Although epilepsy genetics and treatment are focused strongly on ion channel and neurotransmitter mechanisms, these results suggest that epigenetic control of gene expression and the formation of autoantibodies may also play roles in epileptogenesis.
Published: 2021
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33. A Genomewide Association Study Identifies Two Sex-Specific Loci, at SPTB and IZUMO3 , Influencing Pediatric Bone Mineral Density at Multiple Skeletal Sites

Author: Andrea Kelly, Alessandra Chesi, John A. Shepherd, Vicente Gilsanz, Babette S. Zemel, Heidi J. Kalkwarf, Sharon E. Oberfield, Joan M. Lappe, Jonathan A. Mitchell, Sani M. Roy, Diana L. Cousminer, Shana E. McCormack, Hakon Hakonarson, Struan F.A. Grant, and Jonathan P. Bradfield
Subjects: 0301 basic medicine, Genetics, Peak bone mass, Bone mineral, Bone density, Endocrinology, Diabetes and Metabolism, Genome-wide association study, Biology, Quantitative trait locus, Bioinformatics, 03 medical and health sciences, 030104 developmental biology, medicine.anatomical_structure, Cohort, Expression quantitative trait loci, medicine, Orthopedics and Sports Medicine, Femoral neck
Abstract: Failure to achieve optimal bone mineral accretion during childhood and adolescence results in subsequent suboptimal peak bone mass, contributing to osteoporosis risk later in life. To identify novel genetic factors that influence pediatric bone mass at discrete skeletal sites, we performed a sex-stratified genomewide association study of areal bone mineral density (BMD) measured by dual-energy X-ray absorptiometry at the 1/3 distal radius, spine, total hip, and femoral neck in a cohort of 933 healthy European American children. We took forward signals with p 5% into an independent cohort of 486 European American children in search of replication. In doing so, we identified five loci that achieved genome wide significance in the combined cohorts (nearest genes: CPED1, IZUMO3, RBFOX1, SPBT, and TBPL2), of which the last four were novel and two were sex-specific (SPTB in females and IZUMO3 in males), with all of them yielding associations that were particularly strong at a specific skeletal site. Annotation of potential regulatory function, expression quantitative trait loci (eQTL) effects and pathway analyses identified several potential target genes at these associated loci. This study highlights the importance of sex-stratified analyses at discrete skeletal sites during the critical period of bone accrual, and identifies novel loci for further functional follow-up to pinpoint key genes and better understand the regulation of bone development in children. © 2017 American Society for Bone and Mineral Research.
Published: 2017
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34. Rare copy number variants in over 100,000 European ancestry subjects reveal multiple disease associations

Author: Maede Mohebnasab, Brendan J. Keating, Cuiping Hou, Elizabeth Goldmuntz, Fengxiang Wang, Marcella Devoto, Hakon Hakonarson, Rosetta M. Chiavacci, Robert W. Grundmeier, Bradley P. Coe, Dexter Hadley, Marina Bakay, Alexandria Thomas, Jin Li, Patrick M. A. Sleiman, Xiao Chang, Lawrence Wu, Joseph T. Glessner, Haijun Qiu, Mingyao Li, Shanell Harrison, Christopher J. Cardinale, Michael E. March, Munir Khan, Josephine Elia, Maria Lemma, Renata Pellagrino, Evan E. Eichler, Struan F.A. Grant, Debra J. Abrams, Andrew Bridglall-Jhingoor, John J. Connolly, John M. Maris, Cecilia Kim, Meckenzie Behr, Jonathan P. Bradfield, George Otieno, Frank D. Mentch, Zhi Wei, Charlly Kao, and Yun Li
Subjects: 0301 basic medicine, copy number variants, disease association, genome, DNA Copy Number Variations, Science, Genetic predisposition to disease, General Physics and Astronomy, Diseases, Genome-wide association study, Disease, Biology, Genome-wide association studies, Polymorphism, Single Nucleotide, Article, White People, General Biochemistry, Genetics and Molecular Biology, 03 medical and health sciences, 0302 clinical medicine, Databases, Genetic, Gene duplication, Humans, SNP, Copy-number variation, Genetics, Comparative Genomic Hybridization, Multidisciplinary, Genome, Human, Molecular Sequence Annotation, General Chemistry, 3. Good health, 030104 developmental biology, Genetic Loci, Human genome, Structural variation, 030217 neurology & neurosurgery, Genome-Wide Association Study, SNP array, Comparative genomic hybridization
Abstract: Copy number variants (CNVs) are suggested to have a widespread impact on the human genome and phenotypes. To understand the role of CNVs across human diseases, we examine the CNV genomic landscape of 100,028 unrelated individuals of European ancestry, using SNP and CGH array datasets. We observe an average CNV burden of ~650 kb, identifying a total of 11,314 deletion, 5625 duplication, and 2746 homozygous deletion CNV regions (CNVRs). In all, 13.7% are unreported, 58.6% overlap with at least one gene, and 32.8% interrupt coding exons. These CNVRs are significantly more likely to overlap OMIM genes (2.94-fold), GWAS loci (1.52-fold), and non-coding RNAs (1.44-fold), compared with random distribution (P, Associations of copy number variations (CNVs) with complex traits are challenging to study because of their low frequency. Here, the authors analyse SNP array and array comparative genomic hybridization data of 100,028 individuals and report their associations with immune-related, cardiometabolic and neuropsychiatric diseases as well as cancer.
Published: 2020
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35. Associations of autozygosity with a broad range of human phenotypes

Author: Dennis O. Mook-Kanamori, Salma M. Wakil, Lisa R. Yanek, Dominique P.V. de Kleijn, Gert J. de Borst, Alison D. Murray, Kamran Guity, Vincent W. V. Jaddoe, Mario Pirastu, Carole Ober, Giuseppe Matullo, Charles N. Rotimi, Daniela Ruggiero, Teresa Tusié-Luna, Wolfgang Lieb, Chew-Kiat Heng, John R. B. Perry, Hortensia Moreno-Macías, Jie Zhou, John M. Starr, Juhani Junttila, Lei Yu, Danielle Posthuma, Marcus Dörr, Yingchang Lu, Jonathan P. Bradfield, Einat Granot-Hershkovitz, Karina Meidtner, Wouter van Rheenen, T Esko, Maris Alver, Wen-Jane Lee, Zhengming Chen, Jennifer A. Brody, Paolo Gasparini, Yii-Der Ida Chen, Cinzia Sala, Peter P. Pramstaller, Gauri Prasad, Nana Matoba, Natalie Terzikhan, Simonetta Guarrera, Bjarke Feenstra, Peter Vollenweider, Smeeta Shrestha, Yi-Jen Hung, Lilja Stefansdottir, David R. Weir, Felix R. Day, Antonietta Robino, Liang Zhang, Lluis Quintana-Murci, Nicholas J. Timpson, Robyn E Wootton, Xue W. Mei, Dharambir K. Sanghera, Gisli Masson, Debbie A Lawlor, Thomas Meitinger, Sharon L.R. Kardia, Peter K. Joshi, Frank J. A. van Rooij, Claude Bouchard, Cassandra N. Spracklen, Ken K. Ong, Taulant Muka, Guanjie Chen, Laura J. Scott, Walter Palmas, Daniel I. Chasman, Sarah E. Medland, Krista Fischer, Blair H. Smith, Jon K. Sigurdsson, Leon Straker, Clara Viberti, Yuan Shi, Louis Pérusse, Peter J. van der Most, Timo Tõnis Sikka, Chris Haley, Kuang Lin, Leif Groop, Hester M. den Ruijter, Hakon Hakonarson, Masato Akiyama, Stephan J. L. Bakker, Sonja I. Berndt, Jeffery R. O'Connell, Cisca Wijmenga, Daniele Cusi, Lorena Orozco, Kristjan H. S. Moore, Kevin Sandow, Stephen S. Rich, Stephanie J. Loomis, George Davey Smith, Cornelia M. van Duijn, Sharvari Rahul Shukla, Agnar Helgason, Thorsten Kessler, Anuj Goel, Dan Mason, David W. Clark, James S. Pankow, Simona Vaccargiu, Uwe Völker, Tamara B. Harris, Matthew A. Allison, Clicerio Gonzalez, Sarju Ralhan, I-Te Lee, Matthias Laudes, Yen-Feng Chiu, Neil Poulter, Benjamin Lehne, John Wright, Lawrence F. Bielak, Philip L. De Jager, Reinhold Schmidt, Ya Xing Wang, Matthias Nauck, Diana L. Cousminer, Patrick Deelen, Ani Manichaikul, Stephen J. Chanock, Anders Hamsten, Barry I. Freedman, Gudmar Thorleifsson, Peter Kraft, Ozren Polasek, Jie Yao, Yoshinori Murakami, Paul M. Ridker, Anubha Mahajan, Struan F.A. Grant, Claudia Schurmann, Bjarni Gunnarsson, Catriona L. K. Barnes, Jessica van Setten, Sandosh Padmanabhan, Alena Stančáková, Markus M. Lerch, Anuradha Jagadeesan, Franco Giulianini, Daniel F. Gudbjartsson, Dwaipayan Bharadwaj, Shengchao Alfred Li, Peter S. Sever, Trevor A. Mori, Albertine J. Oldehinkel, Koichi Matsuda, Xueling Sim, Evangelos Evangelou, André G. Uitterlinden, Pekka Jousilahti, Yukihide Momozawa, Ioanna Tzoulaki, Chao A. Hsiung, Ginevra Biino, Murielle Bochud, Hannele Mattsson, Ilja M. Nolte, Sarah H. Wild, Patricia B. Munroe, Jianjun Liu, Bruce M. Psaty, Giriraj R. Chandak, Masahiro Kanai, Tony R. Merriman, Teemu Palviainen, Rodney A. Lea, Janie Corley, Nicholas J. Wareham, Alan B. Zonderman, Makoto Hirata, Matthew J. Bixley, Caroline Hayward, Nora Franceschini, Kristel R van Eijk, Etienne Patin, Daniel Shriner, Niek Verweij, Xiuqing Guo, Fredrik Karpe, Ruth J. F. Loos, Tiinamaija Tuomi, Ashley van der Spek, Patricia A. Peyser, Jessica D. Faul, Christian Fuchsberger, David Cesarini, Alex S. F. Doney, Janine F. Felix, Cornelius A. Rietveld, Jagadish Vangipurapu, Tanguy Corre, Line Skotte, Rajkumar Dorajoo, Catherine Igartua, Meena Kumari, Nona Sotoodehnia, Leonard H. van den Berg, Najaf Amin, Dale R. Nyholt, Harry Campbell, Massimiliano Cocca, Scott D. Gordon, Patrik K. E. Magnusson, John C. Chambers, Traci M. Bartz, Mike A. Nalls, Tin Aung, Nduna Dzimiri, Colin N. A. Palmer, Rob M. van Dam, Johanna Kuusisto, Russell P. Tracy, Anna Damulina, Pierre-Emmanuel Morange, Sylvain Foisy, Jing Hua Zhao, Nicholas G. Martin, Ching-Yu Cheng, Mariaelisa Graff, Rashmi B. Prasad, Alice Stanton, David-Alexandre Trégouët, Yu Guo, Helen R. Warren, Lyn R. Griffiths, Weihua Meng, Annika Tillander, Christa Meisinger, Albert V. Smith, Mark I. McCarthy, Jingyun Yang, Marine Germain, Neil Small, Linda Broer, Vilmundur Gudnason, Gunnar K. Pálsson, Michele K. Evans, Alexander Teumer, Mark J. Caulfield, Giorgia Girotto, Thomas Lumley, Tinca J. C. Polderman, Wei Zhao, Carlos A. Aguilar-Salinas, Jari Lahti, Matthew L. Albert, Yechiel Friedlander, Veikko Salomaa, Iona Y Millwood, Jan H. Veldink, Archie Campbell, Andres Metspalu, Ulf Gyllensten, Grant W. Montgomery, Veronique Vitart, Jai Rup Singh, Saima Afaq, Alan R. Shuldiner, Miao-Li Chee, Adebowale Adeyemo, Jennifer A. Smith, David A. van Heel, Jaspal S. Kooner, Daniela Toniolo, Cristian Pattaro, Jerome I. Rotter, John Whitfield, Melissa C. Smart, Kari E. North, Salman M. Tajuddin, Tallapragada Divya Sri Priyanka, Christopher A. Haiman, Diane M. Becker, Bernhard K. Krämer, Paul Elliott, Lihua Wang, He Gao, Patrick Sulem, Jinyan Huang, Chiea Chuen Khor, Ruifang Li-Gao, Åsa Johansson, Winfried März, Shai Carmi, Ilaria Gandin, Eric Boerwinkle, Gardar Sveinbjornsson, Saskia P. Hagenaars, Sander W. van der Laan, Gerard Pasterkamp, E-Shyong Tai, Hagit Hochner, Yih Chung Tham, Kent D. Taylor, Kari Stefansson, Matt J. Neville, Craig E. Pennell, Yanchun Bao, Annelot M. Dekker, Helena Schmidt, Mehdi Hedayati, Joshua Elliott, Ian J. Deary, Iris E. Jansen, Judith B. Borja, Edith Hofer, Martin Gögele, Igor Rudan, Lude Franke, Matthias Munz, Folkert W. Asselbergs, Bengt Sennblad, Imo Hofer, John D. Rioux, Pim van der Harst, Bahareh Sedaghati-khayat, Giovanni Cugliari, Morris A. Swertz, Francine Grodstein, Erwin P. Bottinger, Carol A. Wang, Andre Franke, Brian F. Meyer, Adele M. Taylor, Klodian Dhana, Jian'an Luan, Constance Turman, Robert A. Scott, May E. Montasser, Alison Pattie, Marco Brumat, Liming Li, Heiner Boeing, Karen L. Mohlke, Clemens Baumbach, Bishwa Raj Sapkota, Unnur Thorsteinsdottir, Naveed Sattar, Amy R. Bentley, Matthias B. Schulze, Ivana Kolcic, Stella Trompet, Sarah E. Harris, Ayo P. Doumatey, Charumathi Sabanayagam, David Eccles, Mary F. Feitosa, Jost B. Jonas, Massimo Mezzavilla, Mark O. Goodarzi, David Ellinghaus, Heribert Schunkert, Christian Gieger, Heikki V. Huikuri, Lingyao Zeng, Johan G. Eriksson, Woon-Puay Koh, Yucheng Jia, Gurpreet Singh Wander, James F. Wilson, Torgny Karlsson, Steven C. Hunt, Weihua Zhang, Maria Pina Concas, Zoltán Kutalik, Rebecca Rohde, Chittaranjan S. Yajnik, Yasaman Saba, Dabeeru C. Rao, Robin G. Walters, Reedik Mägi, Marie Loh, Eero Vuoksimaa, Josyf C. Mychaleckyj, Katri Räikkönen, Philippe Goyette, M. Arfan Ikram, Alicia Huerta-Chagoya, David J. Porteous, Teresa Nutile, J. Wouter Jukema, Noha A. Yousri, Yoichiro Kamatani, Maryam S. Daneshpour, Babette S. Zemel, Rona J. Strawbridge, Tien Yin Wong, Claudia Langenberg, Amy Moore, Marcus E. Kleber, Fereidoun Azizi, Avner Halevy, Erika Salvi, Francis S. Collins, Markku Laakso, Tim Kacprowski, S. Sunna Ebenesersdóttir, William R. Scott, Michael Boehnke, Jin-Fang Chai, Markus Perola, Nicola Pirastu, Wayne Huey-Herng Sheu, Robert Karlsson, Lenore J. Launer, Lili Milani, Renée de Mutsert, Fernando Rivadeneira, David A. Bennett, Nicola D. Kerrison, Paolo Manunta, Graciela E. Delgado, Magnus Johannesson, Carolina Medina-Gomez, Alanna C. Morrison, Kay-Tee Khaw, Jian-Min Yuan, Jaakko Kaprio, Melanie Waldenberger, Ralf Ewert, Hugoline G. de Haan, Andrew A. Hicks, Yukinori Okada, Maria Sabater-Lleal, Marilyn C. Cornelis, Stephanie J. London, Federica Rizzi, Jeanette Erdmann, Marina Ciullo, Michiaki Kubo, University of Edinburgh, Broad Institute of MIT and Harvard (BROAD INSTITUTE), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], Osaka University Graduate School of Medicine, Laboratory for Cardiovascular Genomics and Informatics [Yokohama] (RIKEN IMS), RIKEN Center for Integrative Medical Sciences [Yokohama] (RIKEN IMS), RIKEN - Institute of Physical and Chemical Research [Japon] (RIKEN)-RIKEN - Institute of Physical and Chemical Research [Japon] (RIKEN), deCODE genetics [Reykjavik], Bradford Institute for Health Research, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK (BIHR), Area Science Park, Università degli studi di Trieste = University of Trieste, MRC Epidemiology Unit, Institute of Metabolic Science, Addenbrooke's Hospital, Interfaculty Institute for Genetics and Functional Genomics, Universität Greifswald - University of Greifswald, Harbor UCLA Medical Center [Torrance, Ca.], Division of Preventive Medicine, Brigham and Women's Hospital, Boston, MA, Department of Electrical and Computer Engineering [Waterloo] (ECE), University of Waterloo [Waterloo], Department of Medical Epidemiology and Biostatistics (MEB), Karolinska Institutet [Stockholm], Institute of Pop. Genetics, CNR, Sassari, Shardna life science Pula Cagliari, Swiss Institute of Bioinformatics [Lausanne] (SIB), Université de Lausanne = University of Lausanne (UNIL), Medstar Research Institute, Florida State University [Tallahassee] (FSU), University Medical Center [Utrecht], Centre for Population Health Sciences, Unité de Recherche sur les Maladies Cardiovasculaires, du Métabolisme et de la Nutrition = Research Unit on Cardiovascular and Metabolic Diseases (ICAN), Université Pierre et Marie Curie - Paris 6 (UPMC)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-CHU Pitié-Salpêtrière [AP-HP], Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Sorbonne Université (SU)-Sorbonne Université (SU), California State University [Sacramento], Department of Thrombosis and Haemostasis, Leiden University Medical Center (LUMC), Universiteit Leiden-Universiteit Leiden, Medical University Graz, Department of Neurology, Alzheimer Centre, VU Medical Centre, Amsterdam, Vth Department of Medicine (Nephrology, Hypertensiology, Endocrinology, Diabetology, Rheumatology), Medical Faculty of Mannheim, University of Heidelberg, Heidelberg, Frederick National Laboratory for Cancer Research (FNLCR), Wellcome Trust Centre of Human Genetics, University of Oxford, Department of Epidemiology, German Institute of Human Nutrition, University Medical Center Groningen [Groningen] (UMCG), Institute of Genetics and Biophysics, National Research Council of Italy | Consiglio Nazionale delle Ricerche (CNR), Department of Medicine, Surgery, and Dentistry, University of Milano, Icelandic Heart Association, Kopavogur, Iceland., Department of Epidemiology [Rotterdam], Erasmus University Medical Center [Rotterdam] (Erasmus MC), University of Glasgow, Department of Cardiology, Leiden University Medical Center, Leiden, Program in Medical and Population Genetics, The Broad Institute of MIT and Harvard, Cambridge, MA, Queen Mary University of London (QMUL), General Internal Medicine, Johns Hopkins School of Medicine, Johns Hopkins University School of Medicine [Baltimore], Institut de biologie moléculaire des plantes (IBMP), Université de Strasbourg (UNISTRA)-Centre National de la Recherche Scientifique (CNRS), Immunobiologie des Cellules dendritiques, Institut Pasteur [Paris] (IP)-Institut National de la Santé et de la Recherche Médicale (INSERM), Centre de Recherche Translationnelle - Center for Translational Science (CRT), Institut Pasteur [Paris] (IP), Genentech, Inc., Genentech, Inc. [San Francisco], University of Tartu, Duke-NUS Medical School [Singapore], Deutsches Institut für Ernährungsforschung Potsdam-Rehbrücke (DifE), Leibniz Association, Human Genome Sequencing Center, Baylor College of Medicine, Baylor College of Medicine (BCM), Baylor University-Baylor University, University of San Carlos, Office of Population Studies Foundation, Icahn School of Medicine at Mount Sinai [New York] (MSSM), King‘s College London, Division of Cancer Epidemiology and Genetics, National Cancer Institute [Bethesda] (NCI-NIH), National Institutes of Health [Bethesda] (NIH)-National Institutes of Health [Bethesda] (NIH), University of Oxford, Vth Department of Medicine (Nephrology, Hypertensiology, Endocrinology, Diabetology, Rheumatology), Medical Faculty of Mannheim, University of Heidelberg, Division of Molecular & Clinical Medicine, University of Dundee, Ninewells Hospital and Medical School, Dundee, Department of Internal Medicine B, University Medicine Greifswald, Greifswald, University of Chicago, University of Huddersfield, Infectious diseases division, Department of internal medicine, Washington University in Saint Louis (WUSTL), Section on Nephrology [Winston-Salem, NC, USA] (Department of Internal Medicine), Wake Forest School of Medicine [Winston-Salem], Wake Forest Baptist Medical Center-Wake Forest Baptist Medical Center, Radcliffe Department of Medicine [Oxford], Harvard School of Public Health, Kunming University of Science and Technology (KMUST), Sans affiliation, University of Southern California (USC), National Institute on Aging [Bethesda, USA] (NIA), National Institutes of Health [Bethesda] (NIH), Centre National de Génotypage (CNG), Commissariat à l'énergie atomique et aux énergies alternatives (CEA), MRC Centrer for Nutritional Epidemiology and Cancer Prevention and Survival, University of Cambridge [UK] (CAM), National University of Singapore (NUS), Experimental Cardiology Laboratory (ECL), Unirversity Medical Center, Department of Medical Statistics, Epidemiology and Medical Informatics, University of Zagreb, Department of Medical Genetics, Department of Medicine, University of Eastern Finland-Kuopio University Hospital, MRC Epidemiology Unit, University of Cambridge [UK] (CAM)-Institute of Metabolic Science, Capital Normal University [Beijing], Saw Swee Hock School of Public Health, National Institute for Environmental Health Sciences Research Triangle Park, Brown University, MRC Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, Toyota Research Institute, Helmholtz Zentrum München = German Research Center for Environmental Health, Department of Chemistry and Biochemistry [Boulder], University of Colorado [Boulder], Centre recherche en CardioVasculaire et Nutrition = Center for CardioVascular and Nutrition research (C2VN), Aix Marseille Université (AMU)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Hôpital de la Timone [CHU - APHM] (TIMONE), Metacohorts Consortium, Universiteit Leiden, Institute of Clinical Chemistry and Laboratory Medicine, University of Groningen [Groningen], Medical Research Concil Epidemiology Unit, Institute of Medical Science, Faculty of Medicine, Genetics and Pathology, Imperial College London, Génétique Evolutive Humaine - Human Evolutionary Genetics, Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS), Centre de Bioinformatique, Biostatistique et Biologie Intégrative (C3BI), Brigham and Women's Hospital [Boston], Erasmus University Rotterdam, Department of Chronic Disease Prevention, National Institute for Health and Welfare [Helsinki], Department of Biostatistics and Center for Statistical Genetics, University of Michigan [Ann Arbor], University of Michigan System-University of Michigan System-School of public health, The University of Hong Kong (HKU)-The University of Hong Kong (HKU), Stockholm Bioinformatics Center (SBC), Stockholm University, Department of Cardiology, Division Heart and Lungs, University Medical Center Utrecht, University of Utrecht, Utrecht, INRH, Department of Genetics, Los Angeles Biomedical Research Institute (LA BioMed), Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán - National Institute of Medical Science and Nutrition Salvador Zubiran [Mexico], Western General Hospital, German Research Center for Environmental Health - Helmholtz Center München (GmbH), Medical Research Council, Division of Cancer Control and Population Sciences, University of Pittsburgh Cancer Institute-University of Pittsburgh Graduate School of Public Health, Zhengzhou University of Light Industry, Department of Electrical and Electronic Engineering [Niigata Univ.], Niigata University, Genetic Epidemiology Unit, University College of London [London] (UCL), Aston Business School, Aston University [Birmingham], Division of Cancer Epidemiology and Genetics [Bethesda, MD, États-Unis], Centre Hospitalier Universitaire Vaudois (CHUV), Pennington Biomedical Research Center, University of Washington [Seattle], Guy's and St Thomas' Hospitals, Northwestern Polytechnical University [Xi'an] (NPU), Department of Social Medicine, University of Bristol [Bristol], Department of Genomics of Common Disease [London, UK], Imperial College London-Hammersmith Hospital NHS Imperial College Healthcare, Department of Internal Medicine, Institute of Clinical Molecular Biology, Kiel University, Medizinische Klinik II, Universität zu Lübeck = University of Lübeck [Lübeck], Clinical and Molecular Epidemiology Unit, Department of Hygiene and Epidemiology, University of Ioannina, Institute for Social Research, University of Michigan System-University of Michigan System, Division of Statistical Genomics, Washington University School of Medicine, Institute for Clinical Molecular Biology, Christian-Albrechts-Universität zu Kiel (CAU), Department of Physics, RISSC-Lab-University of Naples Federico II = Università degli studi di Napoli Federico II, Lund University [Lund], Icelandic Heart Association, Heart Preventive Clinic and Research Institute, The Center for Applied Genomics, Children’s Hospital of Philadelphia (CHOP ), Génétique moléculaire de la neurotransmission et des processus neurodégénératifs (LGMNPN), Université Pierre et Marie Curie - Paris 6 (UPMC)-Centre National de la Recherche Scientifique (CNRS), Medical Research Center Oulu, University of Oulu, University of Utah School of Medicine [Salt Lake City], The Generation R Study, Pediatrics, Epidemiology, Center for Translational and Computational Neuroimmunology [New York, NY, États-Unis] (CTCN), Department of Neurology [New York, NY, États-Unis], Columbia University Medical Center (CUMC), Columbia University [New York]-Columbia University [New York]-Columbia University Medical Center (CUMC), Columbia University [New York]-Columbia University [New York], Universität Heidelberg [Heidelberg] = Heidelberg University, Interuniversity Cardiology Institute Netherlands, School of Public Health, University of Michigan [Dearborn], Department of Epidemiology and Public Health, University of Kuopio, Helsingin yliopisto = Helsingfors universitet = University of Helsinki, Institute of Epidemiology and Biobank PopGen, Department of Biostatistics, University of Washington, Universidad Complutense de Madrid = Complutense University of Madrid [Madrid] (UCM), Clinical Institute of Medical and Chemical Laboratory Diagnostics, Karl-Franzens-Universität Graz, Department of Genetics, Biology and Biochemistry, Università degli studi di Torino = University of Turin (UNITO), Oxford Centre for Diabetes, Endocrinology and Metabolism (OCDEM), QIMR Berghofer Medical Research Institute, University of North Carolina [Chapel Hill] (UNC), University of North Carolina System (UNC)-University of North Carolina System (UNC), University of North Carolina System (UNC)-University of North Carolina System (UNC)-UNC Gillings School of Global Public Health-Carolina Center for Genome Sciences, University of Illinois [Chicago] (UIC), University of Illinois System, Experimental Cardiology Laboratory, Genetic Epidemiology and Clinical Research Group, Umea University Hospital, Functional Genomics, Erasmus Medical Centre, National Human Genome Research Institute (NHGRI), School of Medicine [Los Angeles], University of California [Los Angeles] (UCLA), University of California (UC)-University of California (UC), Department of Pathological Biochemistry, Royal Infirmary, German Institute of Human Nutrition Potsdam-Rehbrücke (DIfE), Institute of Metabolic Science, MRC, University of Maryland School of Medicine [Baltimore, MD, USA], Centre for Molecular Epidemiology, Centre for Causal Analyses in Translational Epidemiology, University of Bristol [Bristol]-Medical Research Council, IRCCS San Raffaele Scientific Institute [Milan, Italie], U937, Génomique cardiovasculaire, Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Pierre et Marie Curie - Paris 6 (UPMC)-Institut National de la Santé et de la Recherche Médicale (INSERM), Bordeaux population health (BPH), Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), Centre Hospitalier Universitaire Vaudois [Lausanne] (CHUV), University of Michigan System, HMNC Brain Health, Singapore Eye Research Institute, Partenaires INRAE, Institut d'Électronique et des Technologies du numéRique (IETR), Université de Nantes (UN)-Université de Rennes (UR)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS), Institute for Molecular Medicine Finland [Helsinki] (FIMM), Helsinki Institute of Life Science (HiLIFE), Helsingin yliopisto = Helsingfors universitet = University of Helsinki-Helsingin yliopisto = Helsingfors universitet = University of Helsinki, Department of Psychiatry and Psychotherapy, Rheinische Friedrich-Wilhelms-Universität Bonn, University of Groningen, Department of Genomics of Common Disease, Department of Microbiology, The Freeman Hospital, Department Biostatistics University of North Carolina, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, Clark, D. W., Okada, Y., Moore, K. H. S., Mason, D., Pirastu, N., Gandin, I., Mattsson, H., Barnes, C. L. K., Lin, K., Zhao, J. H., Deelen, P., Rohde, R., Schurmann, C., Guo, X., Giulianini, F., Zhang, W., Medina-Gomez, C., Karlsson, R., Bao, Y., Bartz, T. M., Baumbach, C., Biino, G., Bixley, M. J., Brumat, M., Chai, J. -F., Corre, T., Cousminer, D. L., Dekker, A. M., Eccles, D. A., van Eijk, K. R., Fuchsberger, C., Gao, H., Germain, M., Gordon, S. D., de Haan, H. G., Harris, S. E., Hofer, E., Huerta-Chagoya, A., Igartua, C., Jansen, I. E., Jia, Y., Kacprowski, T., Karlsson, T., Kleber, M. E., Li, S. A., Li-Gao, R., Mahajan, A., Matsuda, K., Meidtner, K., Meng, W., Montasser, M. E., van der Most, P. J., Munz, M., Nutile, T., Palviainen, T., Prasad, G., Prasad, R. B., Priyanka, T. D. S., Rizzi, F., Salvi, E., Sapkota, B. R., Shriner, D., Skotte, L., Smart, M. C., Smith, A. V., van der Spek, A., Spracklen, C. N., Strawbridge, R. J., Tajuddin, S. M., Trompet, S., Turman, C., Verweij, N., Viberti, C., Wang, L., Warren, H. R., Wootton, R. E., Yanek, L. R., Yao, J., Yousri, N. A., Zhao, W., Adeyemo, A. A., Afaq, S., Aguilar-Salinas, C. A., Akiyama, M., Albert, M. L., Allison, M. A., Alver, M., Aung, T., Azizi, F., Bentley, A. R., Boeing, H., Boerwinkle, E., Borja, J. B., de Borst, G. J., Bottinger, E. P., Broer, L., Campbell, H., Chanock, S., Chee, M. -L., Chen, G., Chen, Y. -D. I., Chen, Z., Chiu, Y. -F., Cocca, M., Collins, F. S., Concas, M. P., Corley, J., Cugliari, G., van Dam, R. M., Damulina, A., Daneshpour, M. S., Day, F. R., Delgado, G. E., Dhana, K., Doney, A. S. F., Dorr, M., Doumatey, A. P., Dzimiri, N., Ebenesersdottir, S. S., Elliott, J., Elliott, P., Ewert, R., Felix, J. F., Fischer, K., Freedman, B. I., Girotto, G., Goel, A., Gogele, M., Goodarzi, M. O., Graff, M., Granot-Hershkovitz, E., Grodstein, F., Guarrera, S., Gudbjartsson, D. F., Guity, K., Gunnarsson, B., Guo, Y., Hagenaars, S. P., Haiman, C. A., Halevy, A., Harris, T. B., Hedayati, M., van Heel, D. A., Hirata, M., Hofer, I., Hsiung, C. A., Huang, J., Hung, Y. -J., Ikram, M. A., Jagadeesan, A., Jousilahti, P., Kamatani, Y., Kanai, M., Kerrison, N. D., Kessler, T., Khaw, K. -T., Khor, C. C., de Kleijn, D. P. V., Koh, W. -P., Kolcic, I., Kraft, P., Kramer, B. K., Kutalik, Z., Kuusisto, J., Langenberg, C., Launer, L. J., Lawlor, D. A., Lee, I. -T., Lee, W. -J., Lerch, M. M., Li, L., Liu, J., Loh, M., London, S. J., Loomis, S., Lu, Y., Luan, J., Magi, R., Manichaikul, A. W., Manunta, P., Masson, G., Matoba, N., Mei, X. W., Meisinger, C., Meitinger, T., Mezzavilla, M., Milani, L., Millwood, I. Y., Momozawa, Y., Moore, A., Morange, P. -E., Moreno-Macias, H., Mori, T. A., Morrison, A. C., Muka, T., Murakami, Y., Murray, A. D., de Mutsert, R., Mychaleckyj, J. C., Nalls, M. A., Nauck, M., Neville, M. J., Nolte, I. M., Ong, K. K., Orozco, L., Padmanabhan, S., Palsson, G., Pankow, J. S., Pattaro, C., Pattie, A., Polasek, O., Poulter, N., Pramstaller, P. P., Quintana-Murci, L., Raikkonen, K., Ralhan, S., Rao, D. C., van Rheenen, W., Rich, S. S., Ridker, P. M., Rietveld, C. A., Robino, A., van Rooij, F. J. A., Ruggiero, D., Saba, Y., Sabanayagam, C., Sabater-Lleal, M., Sala, C. F., Salomaa, V., Sandow, K., Schmidt, H., Scott, L. J., Scott, W. R., Sedaghati-Khayat, B., Sennblad, B., van Setten, J., Sever, P. J., Sheu, W. H. -H., Shi, Y., Shrestha, S., Shukla, S. R., Sigurdsson, J. K., Sikka, T. T., Singh, J. R., Smith, B. H., Stancakova, A., Stanton, A., Starr, J. M., Stefansdottir, L., Straker, L., Sulem, P., Sveinbjornsson, G., Swertz, M. A., Taylor, A. M., Taylor, K. D., Terzikhan, N., Tham, Y. -C., Thorleifsson, G., Thorsteinsdottir, U., Tillander, A., Tracy, R. P., Tusie-Luna, T., Tzoulaki, I., Vaccargiu, S., Vangipurapu, J., Veldink, J. H., Vitart, V., Volker, U., Vuoksimaa, E., Wakil, S. M., Waldenberger, M., Wander, G. S., Wang, Y. X., Wareham, N. J., Wild, S., Yajnik, C. S., Yuan, J. -M., Zeng, L., Zhang, L., Zhou, J., Amin, N., Asselbergs, F. W., Bakker, S. J. L., Becker, D. M., Lehne, B., Bennett, D. A., van den Berg, L. H., Berndt, S. I., Bharadwaj, D., Bielak, L. F., Bochud, M., Boehnke, M., Bouchard, C., Bradfield, J. P., Brody, J. A., Campbell, A., Carmi, S., Caulfield, M. J., Cesarini, D., Chambers, J. C., Chandak, G. R., Cheng, C. -Y., Ciullo, M., Cornelis, M., Cusi, D., Smith, G. D., Deary, I. J., Dorajoo, R., van Duijn, C. M., Ellinghaus, D., Erdmann, J., Eriksson, J. G., Evangelou, E., Evans, M. K., Faul, J. D., Feenstra, B., Feitosa, M., Foisy, S., Franke, A., Friedlander, Y., Gasparini, P., Gieger, C., Gonzalez, C., Goyette, P., Grant, S. F. A., Griffiths, L. R., Groop, L., Gudnason, V., Gyllensten, U., Hakonarson, H., Hamsten, A., van der Harst, P., Heng, C. -K., Hicks, A. A., Hochner, H., Huikuri, H., Hunt, S. C., Jaddoe, V. W. V., De Jager, P. L., Johannesson, M., Johansson, A., Jonas, J. B., Jukema, J. W., Junttila, J., Kaprio, J., Kardia, S. L. R., Karpe, F., Kumari, M., Laakso, M., van der Laan, S. W., Lahti, J., Laudes, M., Lea, R. A., Lieb, W., Lumley, T., Martin, N. G., Marz, W., Matullo, G., Mccarthy, M. I., Medland, S. E., Merriman, T. R., Metspalu, A., Meyer, B. F., Mohlke, K. L., Montgomery, G. W., Mook-Kanamori, D., Munroe, P. B., North, K. E., Nyholt, D. R., O'Connell, J. R., Ober, C., Oldehinkel, A. J., Palmas, W., Palmer, C., Pasterkamp, G. G., Patin, E., Pennell, C. E., Perusse, L., Peyser, P. A., Pirastu, M., Polderman, T. J. C., Porteous, D. J., Posthuma, D., Psaty, B. M., Rioux, J. D., Rivadeneira, F., Rotimi, C., Rotter, J. I., Rudan, I., Den Ruijter, H. M., Sanghera, D. K., Sattar, N., Schmidt, R., Schulze, M. B., Schunkert, H., Scott, R. A., Shuldiner, A. R., Sim, X., Small, N., Smith, J. A., Sotoodehnia, N., Tai, E. -S., Teumer, A., Timpson, N. J., Toniolo, D., Tregouet, D. -A., Tuomi, T., Vollenweider, P., Wang, C. A., Weir, D. R., Whitfield, J. B., Wijmenga, C., Wong, T. -Y., Wright, J., Yang, J., Yu, L., Zemel, B. S., Zonderman, A. B., Perola, M., Magnusson, P. K. E., Uitterlinden, A. G., Kooner, J. S., Chasman, D. I., Loos, R. J. F., Franceschini, N., Franke, L., Haley, C. S., Hayward, C., Walters, R. G., Perry, J. R. B., Esko, T., Helgason, A., Stefansson, K., Joshi, P. K., Kubo, M., Wilson, J. F., Læknadeild (HÍ), Faculty of Medicine (UI), Félagsfræði-, mannfræði- og þjóðfræðideild (HÍ), Faculty of Sociology, Anthropology and Folkloristics (UI), Heilbrigðisvísindasvið (HÍ), School of Health Sciences (UI), School of Engineering and Natural Sciences (UI), Verkfræði- og náttúruvísindasvið (HÍ), Félagsvísindasvið (HÍ), School of Social Sciences (UI), Háskóli Íslands, University of Iceland, Clark, David W [0000-0002-1025-9185], Okada, Yukinori [0000-0002-0311-8472], Moore, Kristjan H S [0000-0002-9579-4362], Mason, Dan [0000-0002-0026-9216], Pirastu, Nicola [0000-0002-5363-3886], Gandin, Ilaria [0000-0003-3196-2491], Deelen, Patrick [0000-0002-5654-3966], Schurmann, Claudia [0000-0003-4158-9192], Medina-Gomez, Carolina [0000-0001-7999-5538], Karlsson, Robert [0000-0002-8949-2587], Bao, Yanchun [0000-0002-6102-5098], Biino, Ginevra [0000-0002-9936-946X], Brumat, Marco [0000-0003-3268-039X], Chai, Jin-Fang [0000-0003-3770-1137], Eccles, David A [0000-0003-4634-4995], Gordon, Scott D [0000-0001-7623-328X], Harris, Sarah E [0000-0002-4941-5106], Kacprowski, Tim [0000-0002-5393-2413], Karlsson, Torgny [0000-0001-8095-6149], Kleber, Marcus E [0000-0003-0663-7275], Mahajan, Anubha [0000-0001-5585-3420], Matsuda, Koichi [0000-0001-7292-2686], Meng, Weihua [0000-0001-5388-8494], van der Most, Peter J [0000-0001-8450-3518], Munz, Matthias [0000-0002-4728-3357], Palviainen, Teemu [0000-0002-7847-8384], Prasad, Rashmi B [0000-0002-4400-6741], Salvi, Erika [0000-0002-2724-2291], Skotte, Line [0000-0002-7398-1271], van der Spek, Ashley [0000-0001-7136-0159], Spracklen, Cassandra N [0000-0003-3590-7182], Strawbridge, Rona J [0000-0001-8506-3585], Tajuddin, Salman M [0000-0002-7919-8528], Verweij, Niek [0000-0002-4303-7685], Yanek, Lisa R [0000-0001-7117-1075], Zhao, Wei [0000-0001-7388-0692], Albert, Matthew L [0000-0001-7285-6973], Bentley, Amy R [0000-0002-0827-9101], Chanock, Stephen [0000-0002-2324-3393], Chen, Zhengming [0000-0001-6423-105X], Chiu, Yen-Feng [0000-0002-3352-4500], Cocca, Massimiliano [0000-0002-1127-7596], Collins, Francis S [0000-0002-1023-7410], Cugliari, Giovanni [0000-0002-6080-0718], Damulina, Anna [0000-0001-8241-2727], Day, Felix R [0000-0003-3789-7651], Dhana, Klodian [0000-0002-6397-7009], Dzimiri, Nduna [0000-0003-3395-5754], Elliott, Paul [0000-0002-7511-5684], Felix, Janine F [0000-0002-9801-5774], Freedman, Barry I [0000-0003-0275-5530], Girotto, Giorgia [0000-0003-4507-6589], Goel, Anuj [0000-0003-2307-4021], Goodarzi, Mark O [0000-0001-6364-5103], Gudbjartsson, Daniel F [0000-0002-5222-9857], Guity, Kamran [0000-0002-8379-9668], van Heel, David A [0000-0002-0637-2265], Hirata, Makoto [0000-0002-9994-9958], Ikram, M Arfan [0000-0003-0372-8585], Kamatani, Yoichiro [0000-0001-8748-5597], Kanai, Masahiro [0000-0001-5165-4408], Khor, Chiea Chuen [0000-0002-1128-4729], Kolcic, Ivana [0000-0001-7918-6052], Langenberg, Claudia [0000-0002-5017-7344], Lawlor, Deborah A [0000-0002-6793-2262], Liu, Jianjun [0000-0002-3255-3019], London, Stephanie J [0000-0003-4911-5290], Luan, Jian’an [0000-0003-3137-6337], Matoba, Nana [0000-0001-5329-0134], Mei, Xue W [0000-0002-6279-4884], Mezzavilla, Massimo [0000-0002-9000-4595], Milani, Lili [0000-0002-5323-3102], Mori, Trevor A [0000-0002-5264-9229], Murakami, Yoshinori [0000-0002-2826-4396], Murray, Alison D [0000-0003-4915-4847], Mychaleckyj, Josyf C [0000-0003-2595-0005], Neville, Matt J [0000-0002-6004-5433], Nolte, Ilja M [0000-0001-5047-4077], Ong, Ken K [0000-0003-4689-7530], Pálsson, Gunnar [0000-0002-8231-3961], Pankow, James S [0000-0001-7076-483X], Pattaro, Cristian [0000-0002-4119-0109], Quintana-Murci, Lluis [0000-0003-2429-6320], van Rheenen, Wouter [0000-0002-5860-1533], Rich, Stephen S [0000-0003-3872-7793], Rietveld, Cornelius A [0000-0003-4053-1861], Ruggiero, Daniela [0000-0003-3898-7827], Sabanayagam, Charumathi [0000-0002-4042-4719], Sabater-Lleal, Maria [0000-0002-0128-379X], Sala, Cinzia Felicita [0000-0003-2514-2075], Salomaa, Veikko [0000-0001-7563-5324], Scott, Laura J [0000-0002-4886-5084], Sedaghati-Khayat, Bahareh [0000-0002-7665-8648], Sennblad, Bengt [0000-0002-4360-8003], van Setten, Jessica [0000-0002-4934-7510], Smith, Blair H [0000-0002-5362-9430], Stančáková, Alena [0000-0002-1375-0252], Stanton, Alice [0000-0002-4961-165X], Straker, Leon [0000-0002-7786-4128], Sulem, Patrick [0000-0001-7123-6123], Swertz, Morris A [0000-0002-0979-3401], Taylor, Kent D [0000-0002-2756-4370], Tzoulaki, Ioanna [0000-0002-4275-9328], Veldink, Jan H [0000-0001-5572-9657], Vitart, Veronique [0000-0002-4991-3797], Völker, Uwe [0000-0002-5689-3448], Wander, Gurpreet S [0000-0002-4596-4247], Wang, Ya Xing [0000-0003-2749-7793], Wild, Sarah [0000-0001-7824-2569], Yuan, Jian-Min [0000-0002-4620-3108], Asselbergs, Folkert W [0000-0002-1692-8669], Boehnke, Mike [0000-0002-6442-7754], Bouchard, Claude [0000-0002-0048-491X], Brody, Jennifer A [0000-0001-8509-148X], Campbell, Archie [0000-0003-0198-5078], Caulfield, Mark J [0000-0001-9295-3594], Smith, George Davey [0000-0002-1407-8314], Dorajoo, Rajkumar [0000-0001-6608-2051], Ellinghaus, David [0000-0002-4332-6110], Erdmann, Jeanette [0000-0002-4486-6231], Evangelou, Evangelos [0000-0002-5488-2999], Feenstra, Bjarke [0000-0003-1478-649X], Feitosa, Mary [0000-0002-0933-2410], Franke, Andre [0000-0003-1530-5811], Grant, Struan F A [0000-0003-2025-5302], Griffiths, Lyn R [0000-0002-6774-5475], Groop, Leif [0000-0002-0187-3263], Gudnason, Vilmundur [0000-0001-5696-0084], van der Harst, Pim [0000-0002-2713-686X], Heng, Chew-Kiat [0000-0002-7309-9473], Hicks, Andrew A [0000-0001-6320-0411], Jaddoe, Vincent W V [0000-0003-2939-0041], De Jager, Philip L [0000-0002-8057-2505], Johannesson, Magnus [0000-0001-8759-6393], Johansson, Åsa [0000-0002-2915-4498], Jonas, Jost B [0000-0003-2972-5227], Jukema, J Wouter [0000-0002-3246-8359], Kaprio, Jaakko [0000-0002-3716-2455], Laakso, Markku [0000-0002-3394-7749], van der Laan, Sander W [0000-0001-6888-1404], Lahti, Jari [0000-0002-4310-5297], Martin, Nicholas G [0000-0003-4069-8020], Medland, Sarah E [0000-0003-1382-380X], Merriman, Tony R [0000-0003-0844-8726], Metspalu, Andres [0000-0002-3718-796X], Mohlke, Karen L [0000-0001-6721-153X], Montgomery, Grant W [0000-0002-4140-8139], Munroe, Patricia B [0000-0002-4176-2947], Nyholt, Dale R [0000-0001-7159-3040], Ober, Carole [0000-0003-4626-9809], Oldehinkel, Albertine J [0000-0003-3925-3913], Palmer, Colin [0000-0002-6415-6560], Perusse, Louis [0000-0001-6440-9698], Polderman, Tinca J. C. [0000-0001-5564-301X], Porteous, David J [0000-0003-1249-6106], Rioux, John D [0000-0001-7560-8326], Rivadeneira, Fernando [0000-0001-9435-9441], Rotimi, Charles [0000-0001-5759-053X], Rotter, Jerome I [0000-0001-7191-1723], Rudan, Igor [0000-0001-6993-6884], Sattar, Naveed [0000-0002-1604-2593], Sim, Xueling [0000-0002-1233-7642], Smith, Jennifer A [0000-0002-3575-5468], Teumer, Alexander [0000-0002-8309-094X], Timpson, Nicholas J [0000-0002-7141-9189], Tuomi, Tiinamaija [0000-0002-8306-6202], Wang, Carol A [0000-0002-4301-3974], Weir, David R [0000-0002-1661-2402], Whitfield, John B [0000-0002-1103-0876], Magnusson, Patrik K. E. [0000-0002-7315-7899], Uitterlinden, André G [0000-0002-7276-3387], Loos, Ruth J. F. [0000-0002-8532-5087], Franke, Lude [0000-0002-5159-8802], Haley, Chris S [0000-0002-9811-0210], Hayward, Caroline [0000-0002-9405-9550], Walters, Robin G [0000-0002-9179-0321], Joshi, Peter K [0000-0002-6361-5059], Wilson, James F [0000-0001-5751-9178], Apollo - University of Cambridge Repository, Moore, Kristjan HS [0000-0002-9579-4362], Luan, Jian'an [0000-0003-3137-6337], Grant, Struan FA [0000-0003-2025-5302], Jaddoe, Vincent WV [0000-0003-2939-0041], Polderman, Tinca JC [0000-0001-5564-301X], Magnusson, Patrik KE [0000-0002-7315-7899], Loos, Ruth JF [0000-0002-8532-5087], Neurology, Human genetics, Amsterdam Reproduction & Development (AR&D), Life Course Epidemiology (LCE), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Groningen Institute for Organ Transplantation (GIOT), Lifestyle Medicine (LM), Groningen Kidney Center (GKC), Cardiovascular Centre (CVC), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Stem Cell Aging Leukemia and Lymphoma (SALL), Institute for Molecular Medicine Finland, Department of Psychology and Logopedics, University Management, Developmental Psychology Research Group, Staff Services, Cognitive and Brain Aging, Research Programs Unit, Diabetes and Obesity Research Program, Johan Eriksson / Principal Investigator, Department of General Practice and Primary Health Care, Clinicum, University of Helsinki, Centre of Excellence in Complex Disease Genetics, Department of Public Health, Genetic Epidemiology, Helsinki Collegium for Advanced Studies, HUS Abdominal Center, Endokrinologian yksikkö, Bradford Teaching Hospitals NHS Foundation Trust [Bradford, UK] (BTHFT), University of Trieste, Université de Lausanne (UNIL), Unité de Recherche sur les Maladies Cardiovasculaires, du Métabolisme et de la Nutrition = Institute of cardiometabolism and nutrition (ICAN), Consiglio Nazionale delle Ricerche (CNR), Centre National de la Recherche Scientifique (CNRS)-Université de Strasbourg (UNISTRA), Institut National de la Santé et de la Recherche Médicale (INSERM)-Institut Pasteur [Paris], Institut Pasteur [Paris], University of Oxford [Oxford], Medical Genetics, Dept. RSD and Public Health, IRCCS-Burlo Garofolo/University of Trieste, sans affiliation, Helmholtz-Zentrum München (HZM), Institut Pasteur [Paris]-Centre National de la Recherche Scientifique (CNRS), Institute of Cardiovascular Science, University College London, Hammersmith Hospital NHS Imperial College Healthcare-Imperial College London, Universität zu Lübeck [Lübeck], University of Ioannina Medical School, Università degli studi di Napoli Federico II-RISSC-Lab, Universität Heidelberg [Heidelberg], University of Turin, University of California-University of California, Nantes Université (NU)-Université de Rennes 1 (UR1), Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Institut National des Sciences Appliquées - Rennes (INSA Rennes), Institut National des Sciences Appliquées (INSA)-Université de Rennes (UNIV-RENNES)-Institut National des Sciences Appliquées (INSA)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS), University of Helsinki-University of Helsinki, Université de Nantes (UN)-Université de Rennes 1 (UR1), Erasmus MC other, Internal Medicine, and Applied Economics
Subjects: 0301 basic medicine, 631/208/1397, Chemistry(all), Health Status, [SDV]Life Sciences [q-bio], LOCI, General Physics and Astronomy, MESH: Haplotype, MESH: Cognition, 030105 genetics & heredity, Runs of Homozygosity, Biochemistry, Consanguinity, Cognition, Inbreeding depression, 2.1 Biological and endogenous factors, Body Size, Inbreeding, Skyldleikarækt, Aetiology, Human phenotypes, lcsh:Science, MESH: Health Status, Genetics, Multidisciplinary, Inbreeding Depression, Confounding, Homozygote, RUNS, 631/208/205, 631/208/721, 3. Good health, genomic inbreeding coefficients, MESH: Risk-Taking, 631/208/730, Autozygosit, homozygosity, Erfðarannsóknir, Medical Genetics, genomic inbreeding coefficient, MESH: Homozygote, Offspring, Science, Autozygosity, Blóðsifjar, 610 Medicine & health, Biology, INBREEDING DEPRESSION, HOMOZYGOSITY, FERTILITY, QUANTIFICATION, Physics and Astronomy(all), General Biochemistry, Genetics and Molecular Biology, Article, Association, 03 medical and health sciences, Risk-Taking, 360 Social problems & social services, Journal Article, Humans, ddc:610, Allele, Alleles, Medicinsk genetik, Genetic association study, MESH: Consanguinity, MESH: Body Size, MESH: Humans, Biochemistry, Genetics and Molecular Biology(all), MESH: Alleles, Haplotype, MESH: Fertility, General Chemistry, Brain Disorders, MESH: Inbreeding Depression, 030104 developmental biology, Fertility, Haplotypes, Genetic markers, lcsh:Q, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie, 3111 Biomedicine, Genetics and Molecular Biology(all)
Abstract: Publisher's version (útgefin grein)., In many species, the offspring of related parents suffer reduced reproductive success, a phenomenon known as inbreeding depression. In humans, the importance of this effect has remained unclear, partly because reproduction between close relatives is both rare and frequently associated with confounding social factors. Here, using genomic inbreeding coefficients (FROH) for >1.4 million individuals, we show that FROH is significantly associated (p < 0.0005) with apparently deleterious changes in 32 out of 100 traits analysed. These changes are associated with runs of homozygosity (ROH), but not with common variant homozygosity, suggesting that genetic variants associated with inbreeding depression are predominantly rare. The effect on fertility is striking: FROH equivalent to the offspring of first cousins is associated with a 55% decrease [95% CI 44–66%] in the odds of having children. Finally, the effects of FROH are confirmed within full-sibling pairs, where the variation in FROH is independent of all environmental confounding., This paper is the work of the ROHgen consortium. We thank the Sigma T2D Consortium, whose members are detailed in Supplementary Note 3. We thank the UK Biobank Resource, approved under application 19655; we acknowledge funding from the UK Medical Research Council Human Genetics Unit and MRC Doctoral Training Programme in Precision Medicine. We also thank Neil Robertson, Wellcome Trust Centre for Human Genetics, Oxford, for use of his author details management software, Authorial. Finally, we thank all the participants, researchers and funders of ROHgen cohorts. Cohort-specific acknowledgements are in Supplementary Data 2; personal acknowledgements and disclosures are in Supplementary Note 2. We thank Rachel Edwards for administrative assistance.
Published: 2019
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36. A trans-ancestral meta-analysis of Genome-wide Association Studies reveals loci associated with childhood obesity

Author: Jaakko T. Leinonen, Nicholas J. Timpson, Mohammad Hadi Zafarmand, Mette Hollensted, Anne E. Justice, Robert L. Hanson, Struan F.A. Grant, Frank D. Gilliland, Jesús Peralta-Romero, Diana L. Cousminer, Carol A. Wang, Jens-Christian Holm, Lindsay Fernández-Rhodes, Elina Hyppönen, Marc Vaudel, Marjo-Riitta Järvelin, Amélie Bonnefond, Esteban J. Parra, Robert I. Berkowitz, Koon K. Teo, Adnan Custovic, Christian Theil Have, Mariona Bustamante, Kari E. North, Stefan Johansson, Mustafa Atalay, Christine Frithioff-Bøjsøe, Estela Blanco, Adan Valladares-Salgado, Sylvain Sebert, Suzanne Vogelezang, Yujie Wang, Mark I. McCarthy, Timo A. Lakka, Christine Power, Raimo Joro, Oluf Pedersen, Heather M. Highland, Yik Ying Teo, Zhanghua Chen, Pål R. Njølstad, Momoko Horikoshi, William J. Gauderman, Øyvind Helgeland, Klaus Bønnelykke, Anke Hinney, Natalia Vilor-Tejedor, V. Saroja Voruganti, Niels Grarup, Sayuko Kobes, Shana E. McCormack, Christopher D. Brown, Alessandra Chesi, Nancy F. Butte, Triinu Peters, Miguel Cruz, Johan G. Eriksson, Torben Hansen, Babette S. Zemel, Terho Lehtimäki, Niina Pitkänen, Akram Alyass, Vincent W. V. Jaddoe, Elisabeth Thiering, Jonathan P. Bradfield, Eileen Tai-Hui Boh, Janine F. Felix, Olli T. Raitakari, Philippe Froguel, Fernando Rivadeneira, Leo-Pekka Lyytikäinen, Martine Vrijheid, Ville Karhunen, Mika Kähönen, Marie Standl, Angela Simpson, Seang-Mei Saw, David Meyre, Anthony G. Comuzzie, Mickaël Canouil, Tarunveer S. Ahluwalia, John A. Curtin, Barbera D. C. van Schaik, Johannes Hebebrand, Elisabeth Widen, Tanja G. M. Vrijkotte, Leslie J. Baier, Sheila Gahagan, Joachim Heinrich, Claire Monnereau, Jesús Vioque, Hans Bisgaard, Hakon Hakonarson, Estelle Lowry, Craig E. Pennell, Shelley A. Cole, Thorkild I. A. Sørensen, André G. Uitterlinden, Virpi Lindi, Genomics of Sex Differences, Institute for Molecular Medicine Finland, University of Helsinki, Johan Eriksson / Principal Investigator, Department of General Practice and Primary Health Care, Centre of Excellence in Complex Disease Genetics, Elisabeth Ingrid Maria Widen / Principal Investigator, Genomic Discoveries and Clinical Translation, Epidemiology, Erasmus MC other, Pediatrics, Internal Medicine, Bradfield, Jonathan P., Vogelezang, Suzanne, Felix, Janine F., Chesi, Alessandra, Hyppönen, Elina, Jaddoe, Vincent W.V., Early Growth Genetics Consortium, Epidemiology and Data Science, Public and occupational health, ACS - Atherosclerosis & ischemic syndromes, APH - Aging & Later Life, APH - Global Health, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, ARD - Amsterdam Reproduction and Development, APH - Methodology, and AGEM - Amsterdam Gastroenterology Endocrinology Metabolism
Subjects: Male, obesity, Pediatric Obesity, Medizin, IDENTIFIES 3, Genome-wide association study, VARIANTS, ethnic group, single nucleotide polymorphism, genetics, bayesian analysis, genes, Association Studies Article, Child, Genetics (clinical), 11 Medical and Health Sciences, 2. Zero hunger, Genetics, Genetics & Heredity, child, 0303 health sciences, adult, 030305 genetics & heredity, 1184 Genetics, developmental biology, physiology, Chromosome Mapping, General Medicine, 3. Good health, Female, body mass index procedure, childhood obesity, Life Sciences & Biomedicine, asian, Biochemistry & Molecular Biology, SUSCEPTIBILITY LOCI, DATABASE, Single-nucleotide polymorphism, Locus (genetics), Biology, Polymorphism, Single Nucleotide, Wilms Tumor, Childhood obesity, 03 medical and health sciences, SDG 3 - Good Health and Well-being, Genetic variation, medicine, MANAGEMENT, Humans, Genetic Predisposition to Disease, genome, Molecular Biology, 030304 developmental biology, genome-wide association study, Science & Technology, Early Growth Genetics Consortium, Case-control study, Bayes Theorem, 06 Biological Sciences, medicine.disease, Obesity, MC3R GENE, Genetic Loci, Case-Control Studies, 1182 Biochemistry, cell and molecular biology, Body mass index, Genome-Wide Association Study
Abstract: Although hundreds of genome-wide association studies-implicated loci have been reported for adult obesity-related traits, less is known about the genetics specific for early-onset obesity and with only a few studies conducted in non-European populations to date. Searching for additional genetic variants associated with childhood obesity, we performed a trans-ancestral meta-analysis of 30 studies consisting of up to 13 005 cases (≥95th percentile of body mass index (BMI) achieved 2–18 years old) and 15 599 controls (consistently
Published: 2019
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37. Maternal and fetal genetic effects on birth weight and their relevance to cardio-metabolic risk factors

Author: David Torrents, Thorkild I. A. Sørensen, André G. Uitterlinden, Dorret I. Boomsma, Harry Campbell, Vasiliki Lagou, Joachim Heinrich, Anna Murray, Nicholas J. Timpson, George Dedoussis, Beverley M. Shields, Timo A. Lakka, Lawrence J. Beilin, Carmen J. Marsit, Katharina E. Schraut, Marie Standl, Torben Hansen, James F. Wilson, Jonas Bacelis, Allan Vaag, Louis J. Muglia, Wei Ang, Josep M. Mercader, Ruifang Li-Gao, Ying Wu, Jessica Tyrrell, Pål R. Njølstad, Mohammad Hadi Zafarmand, Marie-France Hivert, Ioanna Ntalla, Debbie A Lawlor, Martina Müller-Nurasyid, Alana Cavadino, Natalia Vilor-Tejedor, Andrew R. Wood, Zoltán Kutalik, Jodie N. Painter, Tanja G. M. Vrijkotte, Kyle J. Gaulton, Xavier Estivill, George Davey Smith, Christine Power, Andrew T. Hattersley, Berthold Hocher, Gibran Hemani, Sheila J. Barton, Aino-Maija Eloranta, Kathryn L. Lunetta, Kim F. Michaelsen, Frank Geller, Bjarke Feenstra, Carol A. Wang, Peter Vollenweider, Wieland Kiess, Anubha Mahajan, Elina Hyppönen, Elisabeth M. van Leeuwen, Felix R. Day, Natalie R. van Zuydam, Leda Chatzi, Bo L. Chawes, Antje Körner, Dennis O. Mook-Kanamori, Ken K. Ong, Joanne M. Murabito, David M. Hougaard, Jian'an Luan, Letizia Marullo, Catharina E. M. van Beijsterveldt, Yik Ying Teo, Andrew P. Morris, Sarah E. Medland, Juan Fernández-Tajes, Jouke-Jan Hottenga, Frits R. Rosendaal, Inga Prokopenko, Katja Pahkala, Struan F.A. Grant, Sylvain Sebert, Judith B. Borja, Camilla Schmidt Morgen, Charlotta Pisinger, Jia Chen, Øyvind Helgeland, Christian Theil Have, Vincent W. V. Jaddoe, Marjolein N. Kooijman, Mika Kähönen, Timothy M. Frayling, Diana L. Cousminer, Bo Jacobsson, Antoine H. C. van Kampen, Eco J. C. de Geus, Manolis Kogevinas, Rico Rueedi, Grant W. Montgomery, Raimo Joro, Craig E. Pennell, Jonathan P. Bradfield, Janine F. Felix, Ge Zhang, Loreto Santa-Marina, Kalliope Panoutsopoulou, John R. B. Perry, Jeff Murray, Albert Hofman, Terho Lehtimäki, John W. Holloway, Barbera D. C. van Schaik, Pedro Marques-Vidal, Ronny Myhre, Haja N. Kadarmideen, Robert A. Scott, Frank D. Mentch, Katherine S. Ruth, Hans Bisgaard, Marjo-Riitta Järvelin, Catherine Allard, Rachel M. Freathy, Julie A. Marsh, Mariona Bustamante, Elisabeth Thiering, Cæcilie Trier, Marcus A. Tuke, William L. Lowe, Elisabeth Widen, Caroline L Relton, Christoph Reichetzeder, Penelope A. Lind, M. Geoffrey Hayes, Charles Laurin, Tarunveer S. Ahluwalia, Meike Bartels, Mads Melbye, Claudia Langenberg, Ke Hao, Shouneng Peng, Nicholas J. Wareham, Susan M. Ring, Hamdi Mbarek, Mario Murcia, Jing Hua Zhao, Michael Nodzenski, Cornelia M. van Duijn, Hakon Hakonarson, Hanieh Yaghootkar, Po-Ru Loh, Linda S. Adair, Sílvia Bonàs-Guarch, Eleftheria Zeggini, Sarah Metrustry, Shikta Das, Gonneke Willemsen, Ana Espinosa, Lavinia Paternoster, Marc Vaudel, Theresia M. Schnurr, Michael Stumvoll, David M. Evans, Bridget A. Knight, Luigi Bouchard, Robin N Beaumont, Mustafa Atalay, Zhen Qiao, Denise M. Scholtens, Klaus Bønnelykke, Samuel E. Jones, Peter K. Joshi, Oluf Pedersen, Jin-Fang Chai, Fernando Rivadeneira, Leo-Pekka Lyytikäinen, Rebecca K. Vinding, Hazel Inskip, Sara M. Willems, Cilius Esmann Fonvig, Momoko Horikoshi, Ellen A. Nohr, Jani Heikkinen, Emil V. R. Appel, Niels Grarup, Michael N. Weedon, Rebecca C Richmond, Peter Kovacs, Jorma Viikari, Amanda J. Bennett, Jens-Christian Holm, Carolina Medina-Gomez, Nicole M. Warrington, Anke Tönjes, Jakob Stokholm, Hugoline G. de Haan, Seang-Mei Saw, Ville Huikari, N. William Rayner, Johan G. Eriksson, Niina Pitkänen, Allan Linneberg, Gunn-Helen Moen, Olli T. Raitakari, Martine Vrijheid, Neil Robertson, Stefan Johansson, Tim D. Spector, Friman Sánchez, Mark I. McCarthy, Harri Niinikoski, Karen L. Mohlke, Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Mental Health, APH - Methodology, Warrington, Nicole M, Beaumont, Robin N, Horikoshi, Momoko, Day, Felix R, Hypponen, E, Freathy, RM, EGG consortium, Medical and Clinical Psychology, University of Helsinki, Johan Eriksson / Principal Investigator, University of Helsinki, Institute for Molecular Medicine Finland, Warrington, Nicole M [0000-0003-4195-775X], Beaumont, Robin N [0000-0003-0750-8248], Day, Felix R [0000-0003-3789-7651], Helgeland, Øyvind [0000-0002-5612-2985], Laurin, Charles [0000-0003-2439-9004], Bacelis, Jonas [0000-0002-2450-732X], Feenstra, Bjarke [0000-0003-1478-649X], Mahajan, Anubha [0000-0001-5585-3420], Moen, Gunn-Helen [0000-0002-8768-0904], Schnurr, Theresia M [0000-0002-6573-4959], Grarup, Niels [0000-0001-5526-1070], Paternoster, Lavinia [0000-0003-2514-0889], Rueedi, Rico [0000-0002-6713-2214], Lyytikäinen, Leo-Pekka [0000-0002-7200-5455], Metrustry, Sarah [0000-0003-2028-7486], Wang, Carol A [0000-0002-4301-3974], Joshi, Peter K [0000-0002-6361-5059], Pitkänen, Niina [0000-0001-7383-4987], Richmond, Rebecca C [0000-0003-0574-5071], Inskip, Hazel M [0000-0001-8897-1749], Holloway, John W [0000-0001-9998-0464], Estivill, Xavier [0000-0002-0723-2256], Hocher, Berthold [0000-0001-8143-0579], Lunetta, Kathryn L [0000-0002-9268-810X], Allard, Catherine [0000-0002-8829-4984], Muglia, Louis J [0000-0002-0301-8770], van Kampen, Antoine HC [0000-0003-1025-7232], van Schaik, Barbera DC [0000-0002-5568-8127], Langenberg, Claudia [0000-0002-5017-7344], Hemani, Gibran [0000-0003-0920-1055], Gaulton, Kyle J [0000-0003-1318-7161], Medina-Gomez, Carolina [0000-0001-7999-5538], Kutalik, Zoltán [0000-0001-8285-7523], Marques-Vidal, Pedro [0000-0002-4548-8500], Mbarek, Hamdi [0000-0002-1108-0371], Müller-Nurasyid, Martina [0000-0003-3793-5910], Appel, Emil VR [0000-0001-7704-6611], Fonvig, Cilius E [0000-0002-5031-0125], Hougaard, David M [0000-0001-5928-3517], Mercader, Josep M [0000-0001-8494-3660], Linneberg, Allan [0000-0002-0994-0184], Lind, Penelope A [0000-0002-3887-2598], Medland, Sarah E [0000-0003-1382-380X], Bartels, Meike [0000-0002-9667-7555], Stokholm, Jakob [0000-0003-4989-9769], Chawes, Bo L [0000-0001-6846-6243], Kovacs, Peter [0000-0002-0290-5423], Prokopenko, Inga [0000-0003-1624-7457], Tuke, Marcus A [0000-0003-0008-9263], Ruth, Katherine S [0000-0003-4966-9170], Jones, Samuel E [0000-0003-0153-922X], Zeggini, Eleftheria [0000-0003-4238-659X], Wilson, James F [0000-0001-5751-9178], Vrijkotte, Tanja GM [0000-0003-3641-4048], de Geus, Eco JCN [0000-0001-6022-2666], Kadarmideen, Haja N [0000-0001-6294-382X], Mohlke, Karen L [0000-0001-6721-153X], Sørensen, Thorkild IA [0000-0003-4821-430X], Bisgaard, Hans [0000-0003-4131-7592], Bønnelykke, Klaus [0000-0003-2003-1018], Melbye, Mads [0000-0001-8264-6785], Rivadeneira, Fernando [0000-0001-9435-9441], Felix, Janine F [0000-0002-9801-5774], Jaddoe, Vincent WV [0000-0003-2939-0041], Hansen, Torben [0000-0001-8748-3831], Hyppönen, Elina [0000-0003-3670-9399], Davey Smith, George [0000-0002-1407-8314], Morris, Andrew P [0000-0002-6805-6014], Hakonarson, Hakon [0000-0003-2814-7461], Grant, Struan FA [0000-0003-2025-5302], Lawlor, Debbie A [0000-0002-6793-2262], Njølstad, Pål R [0000-0003-0304-6728], Ong, Ken K [0000-0003-4689-7530], McCarthy, Mark I [0000-0002-4393-0510], Evans, David M [0000-0003-0663-4621], Freathy, Rachel M [0000-0003-4152-2238], Apollo - University of Cambridge Repository, Department of Medical and Clinical Genetics, Institute for Molecular Medicine Finland, Neuroscience Center, Doctoral Programme Brain & Mind, Ecology and Evolutionary Biology, University of Helsinki, Research Groups, Department of General Practice and Primary Health Care, Research Programs Unit, Diabetes and Obesity Research Program, Johan Eriksson / Principal Investigator, Doctoral Programme in Clinical Research, Doctoral Programme in Oral Sciences, Doctoral Programme in Population Health, Centre of Excellence in Complex Disease Genetics, Elisabeth Ingrid Maria Widen / Principal Investigator, Genomic Discoveries and Clinical Translation, University Management, Epidemiology, Erasmus MC other, Internal Medicine, Pediatrics, Epidemiology and Data Science, APH - Global Health, APH - Aging & Later Life, ACS - Atherosclerosis & ischemic syndromes, ARD - Amsterdam Reproduction and Development, Experimental Immunology, Public and occupational health, and AGEM - Amsterdam Gastroenterology Endocrinology Metabolism
Subjects: Male, Netherlands Twin Register (NTR), LD SCORE REGRESSION, Birth Weight/genetics, Physiology, Genome-wide association study, BLOOD-PRESSURE, Blood Pressure, Type 2 diabetes, DISEASE, Fetal Development, 0302 clinical medicine, Models, Pregnancy, Risk Factors, Genotype, Birth Weight, maternal genetic, 030212 general & internal medicine, Maternal-Fetal Exchange, 0303 health sciences, Body Height/genetics, 1184 Genetics, developmental biology, physiology, Heart Diseases/etiology, Single Nucleotide, ASSOCIATION, Metabolic Diseases/etiology, 3. Good health, Type 2/etiology, MENDELIAN RANDOMIZATION, GROWTH, Female, Maternal Inheritance, Maternal Inheritance/genetics, Adult, Blood Pressure/genetics, Heart Diseases, Offspring, Birth weight, cardio-metabolic health outcomes, Biology, Diabetes Mellitus, Type 2/etiology, Polymorphism, Single Nucleotide, Article, 03 medical and health sciences, Genetic, Metabolic Diseases, SDG 3 - Good Health and Well-being, Diabetes mellitus, Mendelian randomization, Genetics, medicine, Diabetes Mellitus, Humans, Genetic Predisposition to Disease, Polymorphism, 030304 developmental biology, Glycemic, Fetus, IDENTIFICATION, Models, Genetic, Infant, Newborn, Infant, birth weight, DIABETES-MELLITUS, medicine.disease, Newborn, Fetal Development/genetics, Body Height, Maternal-Fetal Exchange/genetics, LIFE, Blood pressure, Diabetes Mellitus, Type 2, ORIGINS, Institut für Ernährungswissenschaft, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract: Birth weight (BW) variation is influenced by fetal and maternal genetic and non-genetic factors, and has been reproducibly associated with future cardio-metabolic health outcomes. These associations have been proposed to reflect the lifelong consequences of an adverse intrauterine environment. In earlier work, we demonstrated that much of the negative correlation between BW and adult cardio-metabolic traits could instead be attributable to shared genetic effects. However, that work and other previous studies did not systematically distinguish the direct effects of an individual’s own genotype on BW and subsequent disease risk from indirect effects of their mother’s correlated genotype, mediated by the intrauterine environment. Here, we describe expanded genome-wide association analyses of own BW (n=321,223) and offspring BW (n=230,069 mothers), which identified 278 independent association signals influencing BW (214 novel). We used structural equation modelling to decompose the contributions of direct fetal and indirect maternal genetic influences on BW, implicating fetal- and maternal-specific mechanisms. We used Mendelian randomization to explore the causal relationships between factors influencing BW through fetal or maternal routes, for example, glycemic traits and blood pressure. Direct fetal genotype effects dominate the shared genetic contribution to the association between lower BW and higher type 2 diabetes risk, whereas the relationship between lower BW and higher later blood pressure (BP) is driven by a combination of indirect maternal and direct fetal genetic effects: indirect effects of maternal BP-raising genotypes act to reduce offspring BW, but only direct fetal genotype effects (once inherited) increase the offspring’s later BP. Instrumental variable analysis using maternal BW-lowering genotypes to proxy for an adverse intrauterine environment provided no evidence that it causally raises offspring BP. In successfully separating fetal from maternal genetic effects, this work represents an important advance in genetic studies of perinatal outcomes, and shows that the association between lower BW and higher adult BP is attributable to genetic effects, and not to intrauterine programming.
Published: 2019
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38. Morphine Dose Optimization in Critically Ill Pediatric Patients With Acute Respiratory Failure: A Population Pharmacokinetic-Pharmacogenomic Study

Author: Hakon Hakonarson, Jonathan P. Bradfield, Madeleine S Gastonguay, Athena F. Zuppa, Marc R. Gastonguay, Nicole R. Zane, Ganesh S. Moorthy, Martha A. Q. Curley, Daniela J Conrado, and Janice L. Prodell
Subjects: Male, medicine.medical_specialty, Time Factors, genetic structures, Adolescent, Genotype, Midazolam, Critical Illness, Population, Pharmacogenomic Testing, Critical Care and Intensive Care Medicine, Article, 03 medical and health sciences, 0302 clinical medicine, Pharmacokinetics, medicine, Hypnotics and Sedatives, Humans, Prospective Studies, Glucuronosyltransferase, education, Prospective cohort study, Child, education.field_of_study, Respiratory Distress Syndrome, Morphine Derivatives, Dose-Response Relationship, Drug, Morphine, business.industry, Critically ill, Body Weight, Age Factors, Infant, 030208 emergency & critical care medicine, Respiration, Artificial, Analgesics, Opioid, 030228 respiratory system, Child, Preschool, Emergency medicine, Acute Disease, Observational study, Female, business, Respiratory Insufficiency, medicine.drug, Pharmacogenomic Study
Abstract: To develop a pharmacokinetic-pharmacogenomic population model of midazolam in critically ill children with primary respiratory failure.Prospective pharmacokinetic-pharmacogenomic observational study.Thirteen PICUs across the United States.Pediatric subjects mechanically ventilated for acute respiratory failure, weight greater than or equal to 7 kg, receiving morphine and/or midazolam continuous infusions.Serial blood sampling for drug quantification and a single blood collection for genomic evaluation.Concentrations of midazolam, the 1' (1`-hydroxymidazolam metabolite) and 4' (4`-hydroxymidazolam metabolite) hydroxyl, and the 1' and 4' glucuronide metabolites were measured. Subjects were genotyped using the Illumina HumanOmniExpress genome-wide single nucleotide polymorphism chip. Nonlinear mixed effects modeling was performed to develop the pharmacokinetic-pharmacogenomic model. Body weight, age, hepatic and renal functions, and the UGT2B7 rs62298861 polymorphism are relevant predictors of midazolam pharmacokinetic variables. The estimated midazolam clearance was 0.61 L/min/70kg. Time to reach 50% complete mature midazolam and 1`-hydroxymidazolam metabolite/4`-hydroxymidazolam metabolite clearances was 1.0 and 0.97 years postmenstrual age. The final model suggested a decrease in midazolam clearance with increase in alanine transaminase and a lower clearance of the glucuronide metabolites with a renal dysfunction. In the pharmacogenomic analysis, rs62298861 and rs28365062 in the UGT2B7 gene were in high linkage disequilibrium. Minor alleles were associated with a higher 1`-hydroxymidazolam metabolite clearance in Caucasians. In the pharmacokinetic-pharmacogenomic model, clearance was expected to increase by 10% in heterozygous and 20% in homozygous for the minor allele with respect to homozygous for the major allele.This work leveraged available knowledge on nonheritable and heritable factors affecting midazolam pharmacokinetic in pediatric subjects with primary respiratory failure requiring mechanical ventilation, providing the basis for a future implementation of an individual-based approach to sedation.
Published: 2019

39. Association of DLL1 with type 1 diabetes in patients characterized by low polygenic risk score

Author: Hui-Qi Qu, Michael E. March, Xiao Chang, Jeffrey D. Roizen, Jingchun Qu, Hakon Hakonarson, Joseph T. Glessner, Jonathan P. Bradfield, Patrick M. A. Sleiman, and Lifeng Tian
Subjects: Male, 0301 basic medicine, medicine.medical_specialty, endocrine system diseases, Endocrinology, Diabetes and Metabolism, 030209 endocrinology & metabolism, Genome-wide association study, Disease, Biology, Polymorphism, Single Nucleotide, 03 medical and health sciences, 0302 clinical medicine, Endocrinology, Internal medicine, medicine, Humans, Genetic Predisposition to Disease, In patient, Association (psychology), Gene, Genetic Association Studies, Genetics, Type 1 diabetes, Calcium-Binding Proteins, Membrane Proteins, nutritional and metabolic diseases, medicine.disease, Diabetes Mellitus, Type 1, 030104 developmental biology, Female, Polygenic risk score, Notch ligand, Genome-Wide Association Study
Abstract: Type 1 diabetes (T1D) is a heterogeneous disease. This study identified T1D cases with low polygenic risk score (PRS) to better represent T1D cases with less prominent autoimmune response (T1bD), and performed a gene-based association study to identify novel susceptibility loci in two independent cohorts, characterized by low PRS. The Notch ligand Delta-like 1 gene (DLL1) was identified with genome-wide significance in both cohorts, highlighting the roles of DLL1 genetic variants in T1D patients with low PRS, supported by functional evidence from a recent study by Rubey et al.
Published: 2021
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40. Coding Variant In LEP Associated with Lower Leptin Concentrations Implicates Leptin in the Regulation of Early Adiposity

Author: Rebecca D. Jackson, Jeffrey Haesser, Lars Lind, Germán D. Carrasquilla, Michael A. Province, Paraskevi Christofidou, Charles A. LeDuc, Neil R. Robertson, Tim Kacprowski, Michael Preuss, James G. Wilson, Paul L. Auer, Barbara McKnight, Tuomas O. Kilpeläinen, Satu Männistö, André G. Uitterlinden, Kent D. Taylor, Konstantin Strauch, Cristina Venturini, Mike A. Nalls, Erik Ingelsson, Daniel I. Chasman, Anubha Mahajan, Claudia Schurmann, Mary F. Feitosa, Melissa E. Garcia, Jin Li, Sophia Metz, Torben Hansen, Linda S. Adair, Alexander P. Reiner, Leo-Pekka Lyytikäinen, Cassandra N. Spracklen, Rebecca S. Fine, Tim D. Spector, Leslie A. Lange, Cecilia M. Lindgren, Timothy M. Frayling, Jaeyoung Hong, M. Arfan Ikram, Yingchang Lu, Jette Bork-Jensen, Mark Walker, Mariaelisa Graff, Craig E. Pennell, Paul M. Ridker, Kristin L. Young, Stephen J. Lye, Zoltán Kutalik, Yii-Der Ida Chen, Carolina Medina-Gomez, Ruifang Li-Gao, Cornelia M. van Duijn, Samuli Ripatti, Xiuqing Guo, Laura B. L. Wittemans, Nicholas J. Wareham, Sophie Molnos, Anne E. Justice, Ko Willems van Dijk, Sara M. Willems, Tugce Karaderi, Ivana Nedeljkovic, Massimo Mangino, Ying Wu, James B. Meigs, Matthias Blüher, Matthew A. Allison, Kari E. North, Peter Kovacs, Najaf Amin, Tamara Harris, Judith B. Borja, Karen L. Mohlke, Mika Kähönen, Colleen M. Sitlani, Jorge R. Kizer, David A. Mackey, Hanieh Yaghootkar, Niels Grarup, Dennis O. Mook-Kanamori, Matthias Nauck, Struan F.A. Grant, Lam Opal Huang, Jayne F. Martin Carli, Yiying Zhang, Kaiying Guo, Georg Homuth, Claudia A. Doege, Linda Broer, Ayse Demirkan, Veikko Salomaa, Harald Grallert, Tea Skaaby, Andrew P. Morris, Alexander Teumer, Olli T. Raitakari, Jerome I. Rotter, Jonathan P. Bradfield, Jennifer Kriebel, Rudolph L. Leibel, Hakon Hakonarson, Jian'an Luan, Robert A. Scott, Renée de Mutsert, America A. Sandoval-Zárate, Hermina Jakupović, Shuai Wang, Claudia Langenberg, Pekka Jousilahti, Arund D. Pradhan, Jie Yao, Terho Lehtimäki, Carol A. Wang, Bruce M. Psaty, and Ruth J. F. Loos
Subjects: 2. Zero hunger, medicine.medical_specialty, Food intake, Leptin, digestive, oral, and skin physiology, Genome-wide association study, Biology, medicine.disease, Obesity, Minor allele frequency, Endocrinology, Internal medicine, medicine, Missense mutation, Allele, Exome, hormones, hormone substitutes, and hormone antagonists
Abstract: Leptin influences food intake by informing the brain about the status of body fat stores. Rare LEP mutations associated with congenital leptin deficiency cause severe early-onset obesity that can be mitigated by administering leptin. However, the role of genetic regulation of leptin concentrations in polygenic obesity remains poorly understood. We performed an exome-based analysis in up to 57,232 individuals of diverse ancestries to identify genetic variants that influence adiposity-adjusted leptin concentrations. We confirmed five previously established and identified five novel variants, including four missense variants, in LEP, ZNF800, KLHL31, and ACTL9, and one intergenic variant near KLF14. The novel missense Val94Met (rs17151919) variant in LEP was common in individuals with African ancestry ( minor allele frequency ( MAF) AFR=8%; MAFEUR=0.02%) and was associated with 0.34 standard deviations lower leptin concentrations per Met94 allele in adults (P=2x10-16, n=3,901). Using in vitro analyses, we showed that the Met94 allele decreases leptin secretion (P=0.025). The Met94 allele was associated with higher BMI in young African-ancestry children (P=0.002, n=2,030) but not in adults, suggesting leptin regulates early adiposity.
Published: 2019
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41. GWAS on longitudinal growth traits reveals different genetic factors influencing infant, child, and adult BMI

Author: Alexessander Couto Alves, N. Maneka G. De Silva, Ville Karhunen, Ulla Sovio, Shikta Das, H. Rob Taal, Nicole M. Warrington, Alexandra M. Lewin, Marika Kaakinen, Diana L. Cousminer, Elisabeth Thiering, Nicholas J. Timpson, Tom A. Bond, Estelle Lowry, Christopher D. Brown, Xavier Estivill, Virpi Lindi, Jonathan P. Bradfield, Frank Geller, Doug Speed, Lachlan J. M. Coin, Marie Loh, and Sheila J. Barton
Published: 2019
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42. Genome-wide mega-analysis identifies 16 loci and highlights diverse biological mechanisms in the common epilepsies

Author: Christian E. Elger, Wolfgang Lieb, Claudia B. Catarino, Pasquale Striano, Andreja Avbersek, Daniel H. Lowenstein, Philip E. M. Smith, G. Neil Thomas, Dick Lindhout, Erin L. Heinzen, Sanjay M. Sisodiya, Orrin Devinsky, Alexander R. H. Smith, Rainer Surges, Stefan Wolking, Patrick Cossette, Annapurna Poduri, Eric B. Geller, Stacey S. Cherny, Maria Stella Vari, Peter De Jonghe, Kevin Haas, Andres Ingason, Reetta Kälviäinen, Krishna Chinthapalli, Dennis Lal, Graeme J. Sills, Martina Moerzinger, Jonathan P. Bradfield, Mark R Newton, Federico Zara, Sheryl R. Haut, Warren D. Lo, Holger Lerche, Felix Rosenow, Robert C. Knowlton, Mark McCormack, Sarah Rau, Felicitas Becker, Andre Franke, Heidi E. Kirsch, Patrick Kwan, Remi Stevelink, Rodney A. Radtke, Michele Iacomino, Faith Pangilinan, Ulrich Stephani, David F. Smith, Eva M. Reinthaler, Chantal Depondt, Hiltrud Muhle, Russell J. Buono, Alison J. Coffey, Ellen Campbell, Marvin Johnson, Bernhard J. Steinhoff, Sarah von Spiczak, Yvonne G. Weber, Ping-Wing Ng, Kerstin Hallmann, Philipp S. Reif, David Goldstein, Bettina Schmitz, Antonietta Coppola, Jerry J. Shih, Karen Oliver, Anne-Mari Kantanen, Rossana Tozzi, Markus Wolff, Albert J. Becker, Anne M. Molloy, Lisa Slattery, James L. Mills, Judith L.Z. Weisenberg, Jacqueline A. French, Lawrence C. Brody, Int League Against Epilepsy Conso, Peter Widdess-Walsh, Helle Hjalgrim, Christian Hengsbach, Christoph J. Schankin, Johan G. Eriksson, Tracy A. Glauser, Yu-Lung Lau, Larry Baum, Anna-Elina Lehesjoki, Nicole M. Walley, Josemir W. Sander, Markus M. Noethen, Simon Glynn, Jennifer Jamnadas-Khoda, Thomas Bast, Susanne Schoch, Iscia Lopes-Cendes, Doug Speed, Anja C M Sonsma, John Craig, Ingo Helbig, Marian Todaro, Gregory D. Cascino, Steven C. Schachter, Fritz Zimprich, Samuel F. Berkovic, Michael Privitera, Ben Francis, Martin Krenn, Rikke S. Møller, Eileen P.G. Vining, Martha Feucht, Bobby P. C. Koeleman, Ruben Kuzniecky, Christian Gieger, K. Meng Tan, Dalia Kasperaviciute, Pauls Auce, Gianpiero L. Cavalleri, Melanie Bahlo, Zhi Wei, Nasir Mirza, David J. Balding, Mike Smith, Liu Lin Thio, Alastair Compston, Katja E. Boysen, Gerrit-Jan de Haan, Hongsheng Gui, Hakon Hakonarson, Christopher D. Whelan, Colin P. Doherty, Youling Guo, Aarno Palotie, Wolfram S. Kunz, Slavé Petrovski, Thomas Sander, Frank Visscher, Bianca Berghuis, Costin Leu, Verena Gaus, Dennis J. Dlugos, Ingrid E. Scheffer, Alberto Malovini, Konstantin Strauch, Wanling Yang, Saskia Freytag, H. Stroink, Pak C. Sham, Norman Delanty, Terence J. O'Brien, Carolien G.F. de Kovel, Thomas U. Mayer, Anthony G Marson, Bassel Abou-Khalil, Thomas N. Ferraro, Dorothée G.A. Kasteleijn-Nolst Trenité, Roland Krause, Sarah Peter, Peter Nuernberg, Theresa Scattergood, Michael R. Sperling, Johan Eriksson / Principal Investigator, Department of General Practice and Primary Health Care, Clinicum, Department of Medical and Clinical Genetics, Medicum, Centre of Excellence in Complex Disease Genetics, Aarno Palotie / Principal Investigator, Institute for Molecular Medicine Finland, Genomics of Neurological and Neuropsychiatric Disorders, Int League Against Epilepsy Conso, Abou-Khalil, Bassel, Auce, Paul, Avbersek, Andreja, Bahlo, Melanie, J Balding, David, Bast, Thoma, Baum, Larry, J Becker, Albert, Becker, Felicita, Berghuis, Bianca, F Berkovic, Samuel, E Boysen, Katja, P Bradfield, Jonathan, C Brody, Lawrence, J Buono, Russell, Campbell, Ellen, D Cascino, Gregory, B Catarino, Claudia, L Cavalleri, Gianpiero, S Cherny, Stacey, Chinthapalli, Krishna, J Coffey, Alison, Compston, Alastair, Coppola, Antonietta, Cossette, Patrick, J Craig, John, de Haan, Gerrit-Jan, De Jonghe, Peter, F de Kovel, Carolien G, Delanty, Norman, Depondt, Chantal, Devinsky, Orrin, J Dlugos, Denni, P Doherty, Colin, E Elger, Christian, G Eriksson, Johan, N Ferraro, Thoma, Feucht, Martha, Francis, Ben, Franke, Andre, A French, Jacqueline, Freytag, Saskia, Gaus, Verena, B Geller, Eric, Gieger, Christian, Glauser, Tracy, Glynn, Simon, B Goldstein, David, Gui, Hongsheng, Guo, Youling, F Haas, Kevin, Hakonarson, Hakon, Hallmann, Kerstin, Haut, Sheryl, L Heinzen, Erin, Helbig, Ingo, Hengsbach, Christian, Hjalgrim, Helle, Iacomino, Michele, Ingason, André, Jamnadas-Khoda, Jennifer, R Johnson, Michael, Kälviäinen, Reetta, Kantanen, Anne-Mari, Kasperavičiūte, Dalia, Kasteleijn-Nolst Trenite, Dorothee, E Kirsch, Heidi, C Knowlton, Robert, C Koeleman, Bobby P, Krause, Roland, Krenn, Martin, S Kunz, Wolfram, Kuzniecky, Ruben, Kwan, Patrick, Lal, Denni, Lau, Yu-Lung, Lehesjoki, Anna-Elina, Lerche, Holger, Leu, Costin, Lieb, Wolfgang, Lindhout, Dick, D Lo, Warren, Lopes-Cendes, Iscia, H Lowenstein, Daniel, Malovini, Alberto, G Marson, Anthony, Mayer, Thoma, Mccormack, Mark, L Mills, Jame, Mirza, Nasir, Moerzinger, Martina, S Møller, Rikke, M Molloy, Anne, Muhle, Hiltrud, Newton, Mark, Ng, Ping-Wing, M Nöthen, Marku, Nürnberg, Peter, J O'Brien, Terence, L Oliver, Karen, Palotie, Aarno, Pangilinan, Faith, Peter, Sarah, Petrovski, Slavé, Poduri, Annapurna, Privitera, Michael, Radtke, Rodney, Rau, Sarah, S Reif, Philipp, M Reinthaler, Eva, Rosenow, Felix, W Sander, Josemir, Sander, Thoma, Scattergood, Theresa, C Schachter, Steven, J Schankin, Christoph, E Scheffer, Ingrid, Schmitz, Bettina, Schoch, Susanne, C Sham, Pak, J Shih, Jerry, J Sills, Graeme, M Sisodiya, Sanjay, Slattery, Lisa, Smith, Alexander, F Smith, David, C Smith, Michael, E Smith, Philip, M Sonsma, Anja C, Speed, Doug, R Sperling, Michael, J Steinhoff, Bernhard, Stephani, Ulrich, Stevelink, Remi, Strauch, Konstantin, Striano, Pasquale, Stroink, Han, Surges, Rainer, Meng Tan, K, Lin Thio, Liu, Neil Thomas, G, Todaro, Marian, Tozzi, Rossana, S Vari, Maria, G Vining, Eileen P, Visscher, Frank, von Spiczak, Sarah, M Walley, Nicole, G Weber, Yvonne, Wei, Zhi, Weisenberg, Judith, D Whelan, Christopher, Widdess-Walsh, Peter, Wolff, Marku, Wolking, Stefan, Yang, Wanling, Zara, Federico, Zimprich, Fritz, Wellcome Trust, GlaxoSmithKline Services Unlimited, Commission of the European Communities, Medical Research Council (MRC), and Imperial College Healthcare NHS Trust- BRC Funding
Subjects: 0301 basic medicine, Linkage disequilibrium, LD SCORE REGRESSION, Neurology [D14] [Human health sciences], General Physics and Astronomy, Genome-wide association study, ILAE COMMISSION, Neurodegenerative, Genome, Linkage Disequilibrium, Epilepsy, Gene Frequency, Missing heritability problem, 2.1 Biological and endogenous factors, Aetiology, lcsh:Science, International League Against Epilepsy Consortium on Complex Epilepsies, Multidisciplinary, Genetic Predisposition to Disease/genetics, Chromosome Mapping, ASSOCIATION, Epilepsy/classification, Single Nucleotide, ABSENCE, 3. Good health, Technologie de l'environnement, contrôle de la pollution, SNP HERITABILITY, Neurological, Genome-Wide Association Study/methods, Case-Control Studie, Engineering sciences. Technology, Human, Biotechnology, EXPRESSION, SUSCEPTIBILITY LOCI, Genotype, Science, Quantitative Trait Loci, 610 Medicine & health, Computational biology, Biology, Quantitative trait locus, Polymorphism, Single Nucleotide, General Biochemistry, Genetics and Molecular Biology, Article, GENETIC ARCHITECTURE, 03 medical and health sciences, MD Multidisciplinary, medicine, Genetics, SNP, Chimie, FRONTAL-LOBE, Humans, Genetic Predisposition to Disease, Polymorphism, METAANALYSIS, Neurologie [D14] [Sciences de la santé humaine], Physique, Human Genome, Neurosciences, General Chemistry, Astronomie, medicine.disease, Genetic architecture, Brain Disorders, 030104 developmental biology, Gene Expression Regulation, Case-Control Studies, epilepsy, lcsh:Q, 3111 Biomedicine, Quantitative Trait Loci/genetics, Genome-Wide Association Study
Abstract: The epilepsies affect around 65 million people worldwide and have a substantial missing heritability component. We report a genome-wide mega-analysis involving 15,212 individuals with epilepsy and 29,677 controls, which reveals 16 genome-wide significant loci, of which 11 are novel. Using various prioritization criteria, we pinpoint the 21 most likely epilepsy genes at these loci, with the majority in genetic generalized epilepsies. These genes have diverse biological functions, including coding for ion-channel subunits, transcription factors and a vitamin-B6 metabolism enzyme. Converging evidence shows that the common variants associated with epilepsy play a role in epigenetic regulation of gene expression in the brain. The results show an enrichment for monogenic epilepsy genes as well as known targets of antiepileptic drugs. Using SNP-based heritability analyses we disentangle both the unique and overlapping genetic basis to seven different epilepsy subtypes. Together, these findings provide leads for epilepsy therapies based on underlying pathophysiology., SCOPUS: ar.j, info:eu-repo/semantics/published
Published: 2018
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43. First Genome-Wide Association Study of Latent Autoimmune Diabetes in Adults Reveals Novel Insights Linking Immune and Metabolic Diabetes

Author: Daniel R. Witte, Vanessa C. Guy, Hakon Hakonarson, Ivan Brandslund, Henrik Vestergaard, Rajashree Mishra, Olle Melander, Torben Hansen, Benjamin F. Voight, Annemari Käräjämäki, Fernando Ovalle, Asa Davis, R. David Leslie, Kenyaita M. Hodge, Stanley Schwartz, Lars G. Fritsche, Emma Ahlqvist, David J. Brillon, Didac Mauricio, Mette K. Andersen, Stephen Varvel, Kaixin Zhou, Bjørn Olav Åsvold, Mikael Åkerlund, Niels Grarup, Leif Groop, Philippe Froguel, Diana L. Cousminer, Alessandra Chesi, Adrian Vella, Jonathan P. Bradfield, Tiinamaija Tuomi, Ronald I. Harris, Elin Pettersen Sørgjerd, James Snyder, Carla J. Greenbaum, M. I. Hawa, Michael R. Rickels, Kurt Højlund, Allan Linneberg, Bernhard O. Boehm, Ewan R. Pearson, Oluf Pedersen, Richard E. Pratley, Nanette C. Schloot, Kamlesh Khunti, Henning Beck-Nielsen, Cecilia E. Kim, Valdemar Grill, Mette Wod, John T. Lonsdale, Knud Bonnet Yderstræde, Struan F.A. Grant, Centre of Excellence in Complex Disease Genetics, Institute for Molecular Medicine Finland, Diabetes and Obesity Research Program, Research Programs Unit, Department of Medicine, Clinicum, Endokrinologian yksikkö, University of Helsinki, HUS Abdominal Center, and Lee Kong Chian School of Medicine (LKCMedicine)
Subjects: Male, 0301 basic medicine, Research design, Endocrinology, Diabetes and Metabolism, Latent Autoimmune Diabetes in Adults/genetics, LOCI, Genome-wide association study, Type 2 diabetes, VARIANTS, PHENOTYPE, LADA, Glucose Intolerance/genetics, INDUCIBLE 6-PHOSPHOFRUCTO-2-KINASE, 0302 clinical medicine, Diabetes Mellitus, Type 1/genetics, INSULIN-RESISTANCE, Latent Autoimmune Diabetes, Middle Aged, 3. Good health, Diabetes Mellitus, Type 2/genetics, Female, Adult, Insulin/metabolism, 030209 endocrinology & metabolism, FREQUENCY, GENETIC ARCHITECTURE, Young Adult, 03 medical and health sciences, Insulin resistance, Genetic, Diabetes mellitus, Internal Medicine, medicine, Humans, Medicine [Science], Immune System Phenomena/genetics, Pathophysiology/Complications, TYPE-1, Aged, Advanced and Specialized Nursing, Autoimmune disease, Type 1 diabetes, business.industry, Case-control study, medicine.disease, 030104 developmental biology, Haplotypes, Case-Control Studies, 3121 General medicine, internal medicine and other clinical medicine, Immunology, ONSET, business, Genome-Wide Association Study
Abstract: OBJECTIVE Latent autoimmune diabetes in adults (LADA) shares clinical features with both type 1 and type 2 diabetes; however, there is ongoing debate regarding the precise definition of LADA. Understanding its genetic basis is one potential strategy to gain insight into appropriate classification of this diabetes subtype. RESEARCH DESIGN AND METHODS We performed the first genome-wide association study of LADA in case subjects of European ancestry versus population control subjects (n = 2,634 vs. 5,947) and compared against both case subjects with type 1 diabetes (n = 2,454 vs. 968) and type 2 diabetes (n = 2,779 vs. 10,396). RESULTS The leading genetic signals were principally shared with type 1 diabetes, although we observed positive genetic correlations genome-wide with both type 1 and type 2 diabetes. Additionally, we observed a novel independent signal at the known type 1 diabetes locus harboring PFKFB3, encoding a regulator of glycolysis and insulin signaling in type 2 diabetes and inflammation and autophagy in autoimmune disease, as well as an attenuation of key type 1–associated HLA haplotype frequencies in LADA, suggesting that these are factors that distinguish childhood-onset type 1 diabetes from adult autoimmune diabetes. CONCLUSIONS Our results support the need for further investigations of the genetic factors that distinguish forms of autoimmune diabetes as well as more precise classification strategies.
Published: 2018
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44. Genetic correlations among psychiatric and immune-related phenotypes based on genome-wide association data

Author: Patrick M. A. Sleiman, Rainer Malik, James T. Elder, Abbas Dehghan, Andre Franke, Bradford B. Worrall, Richard C. Trembath, Stephen J. Glatt, Lam C. Tsoi, Jonathan Barker, Jonathan L. Hess, Sergey Nejentsev, Hakon Hakonarson, Stephen V. Faraone, Jonathan P. Bradfield, Eva Ellinghaus, Muhammad Tahir, Doug Speed, Jiayin Sun, Jeremy J. Martinson, Andrew J. Levine, Esha Sharma, Andrew A Crawford, Eric Mick, Annegret Fischer, Constantin Polychronakos, Daniel S. Tylee, Struan F.A. Grant, and Brian R. Walker
Subjects: 0301 basic medicine, Male, rheumatoid arthritis, Linkage disequilibrium, Candidate gene, Multifactorial Inheritance, Databases, Factual, type 1 diabetes, Genome-wide association study, Comorbidity, Tourette syndrome, Linkage Disequilibrium, anorexia nervosa, 0302 clinical medicine, systemic lupus erythematosus, neuroticism, genome‐wide association, Genetics (clinical), Genetics, bipolar disorder, 0303 health sciences, Mental Disorders, Phenotype, genetic correlation, 3. Good health, C‐reactive protein, Psychiatry and Mental health, Crohn's disease, Schizophrenia, obsessive schizophrenia, attention deficit‐hyperactivity disorder, Female, medicine.medical_specialty, Single-nucleotide polymorphism, Biology, Polymorphism, Single Nucleotide, White People, Article, smoking, Autoimmune Diseases, Cellular and Molecular Neuroscience, 03 medical and health sciences, childhood ear infection, Immune system, medicine, Attention deficit hyperactivity disorder, Humans, Genetic Predisposition to Disease, Bipolar disorder, Psychiatry, tuberculosis susceptibility, Genetic association, 030304 developmental biology, ulcerative colitis, business.industry, medicine.disease, allergy, primary biliary cirrhosis, 030104 developmental biology, hypothyroidism, business, autoimmune disorder, major depression, 030217 neurology & neurosurgery, celiac disease, Genome-Wide Association Study
Abstract: Individuals with psychiatric disorders have elevated rates of autoimmune comorbidity and altered immune signaling. It is unclear whether these altered immunological states have a shared genetic basis with those psychiatric disorders. The present study sought to use existing summary-level data from previous genome-wide association studies (GWASs) to determine if commonly varying single nucleotide polymorphisms (SNPs) are shared between psychiatric and immune-related phenotypes. We estimated heritability and examined pair-wise genetic correlations using the linkage disequilibrium score regression (LDSC) and heritability estimation from summary statistics (HESS) methods. Using LDSC, we observed significant genetic correlations between immune-related disorders and several psychiatric disorders, including anorexia nervosa, attention deficit-hyperactivity disorder, bipolar disorder, major depression, obsessive compulsive disorder, schizophrenia, smoking behavior, and Tourette syndrome. Loci significantly mediating genetic correlations were identified for schizophrenia when analytically paired with Crohn’s disease, primary biliary cirrhosis, systemic lupus erythematosus, and ulcerative colitis. We report significantly correlated loci and highlight those containing genome-wide associations and candidate genes for respective disorders. We also used the LDSC method to characterize genetic correlations amongst the immune-related phenotypes. We discuss our findings in the context of relevant genetic and epidemiological literature, as well as the limitations and caveats of the study.
Published: 2018
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45. Variants in the fetal genome near pro-inflammatory cytokine genes on 2q13 are associated with gestational duration

Author: Bjarke Feenstra, Preben Bo Mortensen, Hakon Hakonarson, Carol A. Wang, Alfonso Buil, Ole Mors, Ron Nudel, Vincent W. V. Jaddoe, Matthew T. Weirauch, Ilkka Kalliala, Katja Pahkala, Elina Hyppönen, Frederick T.J. Lin, Jonathan P. Bradfield, Maria Carolina Borges, Frank Geller, Christine Power, Craig E. Pennell, Matthias Wielscher, Janine F. Felix, Denise M. Scholtens, Ge Zhang, Marjo-Riitta Järvelin, Andrew J. Schork, Wesley K. Thompson, David M. Hougaard, Daniel Miller, Line Skotte, Rachel M. Freathy, Mads Melbye, Shouneng Peng, Heather A. Boyd, Suzanne Vogelezang, João Fadista, Pål R. Njølstad, Bo Jacobsson, Merete Nordentoft, Xueping Liu, Leo-Pekka Lyytikäinen, Robert M. Rossi, Fernando Rivadeneira, Rebecca K. Vinding, Mary L. Marazita, M. Geoffrey Hayes, Ke Hao, Mariona Bustamante, Dorte Helenius, Tarunveer S. Ahluwalia, Jeffrey C. Murray, Kristin Skogstrand, Vivek Appadurai, Øyvind Helgeland, Bridget A. Knight, Robin N Beaumont, Thomas Werge, Klaus Bønnelykke, Mark I. McCarthy, Struan F.A. Grant, William L. Lowe, Hans Bisgaard, Bruce Bedell, Louis J. Muglia, Martine Vrijheid, Leah C. Kottyan, Stefan Johansson, Anders D. Børglum, Niina Pitkänen, Kelli K. Ryckman, Olli T. Raitakari, Xiaoting Chen, Jonas Bacelis, Debbie A Lawlor, Anubha Mahajan, and Julius Juodakis
Subjects: 0303 health sciences, Fetus, Pregnancy, Physiology, Locus (genetics), Biology, medicine.disease, Genome, 3. Good health, 03 medical and health sciences, 0302 clinical medicine, Genotype, medicine, SNP, Gestation, Gene, 030217 neurology & neurosurgery, 030304 developmental biology
Abstract: The duration of pregnancy is influenced by fetal and maternal genetic and non-genetic factors. We conducted a fetal genome-wide association meta-analysis of gestational duration, and early preterm, preterm, and postterm birth in 84,689 infants. One locus on chromosome 2q13 was associated with gestational duration; the association was replicated in 9,291 additional infants (combined P = 3.96 × 10−14). Analysis of 15,536 mother-child pairs showed that the association was driven by fetal rather than maternal genotype. Functional experiments showed that the lead SNP, rs7594852, alters the binding of the HIC1 transcriptional repressor. Genes at the locus include several interleukin 1 family members with roles in pro-inflammatory pathways that are central to the process of parturition. Further understanding of the underlying mechanisms will be of great public health importance, since giving birth either before or after the window of term gestation is associated with increased morbidity and mortality.
Published: 2018
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46. Influence of SNP*SNP interaction on BMI in European American adolescents: findings from the National Longitudinal Study of Adolescent Health

Author: Kari E. North, Andrea S. Richardson, Leslie A. Lange, Kristin L. Young, Kathleen Mullan Harris, Penny Gordon-Larsen, Ethan M. Lange, Struan F.A. Grant, Mariaelisa Graff, and Jonathan P. Bradfield
Subjects: 0301 basic medicine, Longitudinal study, Nutrition and Dietetics, business.industry, Health Policy, Public Health, Environmental and Occupational Health, Single-nucleotide polymorphism, Heritability, medicine.disease, Obesity, 03 medical and health sciences, 030104 developmental biology, Pediatrics, Perinatology and Child Health, Cohort, Medicine, Life course approach, business, Body mass index, Demography, Adolescent health
Abstract: Summary Background Adolescent obesity is predictive of future weight gain, obesity and adult onset severe obesity (body mass index [BMI] ≥40 kg m−2). Despite successful efforts to identify Single Nucleotide Polymorphisms (SNPs) influencing BMI
Published: 2015
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47. Protein-altering variants associated with body mass index implicate pathways that control energy intake and expenditure in obesity

Author: Alison Pattie, Ailith Pirie, Francis S. Collins, Charles Kooperberg, Nienke van Leeuwen, Carmel Moore, Sharon L.R. Kardia, Neil R. Robertson, Lisa Bastarache, Allan Linneberg, Peter T. Campbell, Helena Kuivaniemi, Struan F.A. Grant, Sascha Fauser, Sekar Kathiresan, Lars Lind, Erin B. Ware, Olli T. Raitakari, Dawn M. Waterworth, James G. Wilson, Markus Perola, Chris J. Packard, Michelle L. O'Donoghue, Fredrik Karpe, Roel A. Ophoff, Sailaja Vedantam, Artitaya Lophatananon, Uwe Völker, Emmanouil Tsafantakis, Hakon Hakonarson, Dajiang J. Liu, Craig E. Pennell, Xueling Sim, Jennifer E. Huffman, Sandosh Padmanabhan, Digna R. Velez Edwards, Michiel L. Bots, Ayush Giri, Renée de Mutsert, Emanuele Di Angelantonio, Nicholas J. Wareham, Jin Li, Gail P. Jarvik, Evangelos Evangelou, Anne Tybjærg-Hansen, Patricia B. Munroe, Penny Gordon-Larsen, Lia E. Bang, Ivan Brandslund, Hester M. den Ruijter, Jussi Hernesniemi, Nancy L. Heard-Costa, Angela L. Mazul, Jonathan Tyrer, Danish Saleheen, Mark J. Caulfield, John Andrew Pospisilik, Annette Peters, Caroline Hayward, Iris M. Heid, J. Wouter Jukema, Valérie Turcot, Matt Neville, Rudolf Uher, Patricia A. Peyser, Jessica D. Faul, Asif Rasheed, Shuai Wang, John C. Chambers, Jordi Corominas Galbany, Murray H. Brilliant, Yucheng Jia, Torben Hansen, Veikko Salomaa, Mary F. Feitosa, Mathias Gorski, Li-An Lin, George Dedoussis, Honghuang Lin, Ethan M. Lange, Veronique Vitart, Bratati Kahali, Alexander Teumer, Jerome I. Rotter, Wayne H-H Sheu, Vilmantas Giedraitis, Aliki-Eleni Farmaki, Lorraine Southam, Ele Ferrannini, Anette P. Gjesing, Krina T. Zondervan, Stavroula Kanoni, David J. Roberts, Rebecca S. Fine, Svati H. Shah, Tugce Karaderi, Claudia Langenberg, Stefan Johansson, Elizabeth K. Speliotes, Alexander P. Reiner, Ching-Ti Liu, Yiqin Wang, Pål R. Njølstad, Gabriel Cuellar-Partida, Amanda J. Cox, Tim D. Spector, Paul W. Franks, Anke Tönjes, John D. Rioux, Jeffrey Haessler, Paul L. Auer, Ingrid B. Borecki, Deborah J. Thompson, Weihua Zhang, John R. B. Perry, Paul Elliott, Folkert W. Asselbergs, Myriam Fornage, Ken Sin Lo, Marie Moitry, Paul Mitchell, Martin den Heijer, Zoltán Kutalik, Tune H. Pers, Kari Stefansson, Kari Kuulasmaa, Robert E. Schoen, Mark C.H. De Groot, Laura M. Yerges-Armstrong, Jing Hua Zhao, Beverley Balkau, Peggy L. Peissig, Michael Boehnke, Janie Corley, Katharine R. Owen, Unnur Thorsteinsdottir, Naveed Sattar, Sita H. Vermeulen, Thomas N. Person, Mark I. McCarthy, Paul I.W. de Bakker, David Lamparter, Poorva Mudgal, Nicholette D. Palmer, Maria Karaleftheri, Jan-Håkan Jansson, Ozren Polasek, Ruth J. F. Loos, Daniel R. Witte, Dermot F. Reilly, Anubha Mahajan, Stella Trompet, James A. Perry, Yingchang Lu, Claudia Schurmann, Yii-Der Ida Chen, Hidetoshi Kitajima, Dale R. Nyholt, John Danesh, Pamela J. Schreiner, Narisu Narisu, Jose C. Florez, Adelheid Lempradl, Gerome Breen, Torben Jørgensen, Anu Loukola, Joe Dennis, Hans-Jörgen Grabe, Vilmundur Gudnason, Timo A. Lakka, Heather M. Highland, Sven Bergmann, Marie-Pierre Dubé, Giovanni Veronesi, Martina Müller-Nurasyid, Jaakko Tuomilehto, Nele Friedrich, Joel N. Hirschhorn, Pia R. Kamstrup, Nilesh J. Samani, Josh C. Denny, Mika Kähönen, Massimiliano Cocca, Liang Sun, Karina Meidtner, Carsten A. Böger, Sara M. Willems, Marcelo P. Segura-Lepe, Johanna Kuusisto, Hanieh Yaghootkar, Konstantin Strauch, Ruth Frikke-Schmidt, Jane Gibson, Matti Uusitupa, Oscar H. Franco, Yongmei Liu, Heather M. Stringham, Rohit Varma, Grant W. Montgomery, Dennis O. Mook-Kanamori, Stefania Cappellani, Paul L. Huang, Albert V. Smith, Eric Kim, Anke R. Hammerschlag, Katherine S. Ruth, Carolina Medina-Gomez, Gerard Pasterkamp, Cristen J. Willer, Alisa K. Manning, Frida Renström, René S. Kahn, Lili Milani, Feijie Wang, Tessel E. Galesloot, Fernando Rivadeneira, Leo-Pekka Lyytikäinen, Adam S. Butterworth, Tamara B. Harris, Matthew A. Allison, Paul M. Ridker, David J. Carey, Todd L. Edwards, Panos Deloukas, Xiuqing Guo, Lawrence F. Bielak, Leena Moilanen, Heiner Boeing, Peter Kovacs, Karen L. Mohlke, Myriam Rheinberger, Cramer Christensen, Betina H. Thuesen, Mike A. Nalls, Erik Ingelsson, Nicholas G. D. Masca, Colin N. A. Palmer, Audrey E. Hendricks, Linda Broer, Vanisha Mistry, Praveen Surendran, Audrey Y. Chu, Rainer Rauramaa, Angela D'Eustacchio, Helen Griffiths, Satu Männistö, Patrick T. Ellinor, Terho Lehtimäki, Katherine E. Tansey, I. Sadaf Farooqi, Gaëlle Marenne, Anneke I. den Hollander, Jessica van Setten, Hannu Puolijoki, Tinca J. C. Polderman, Timothy M. Frayling, Niels Grarup, Eric Boerwinkle, Gonçalo R. Abecasis, Adam E. Locke, Mengmeng Du, Manuel A. Rivas, Philippe Amouyel, Jaakko Kaprio, Leslie A. Lange, Loes M. Olde Loohuis, Trevor A. Mori, Lambertus A. Kiemeney, Wei Zhao, Eva Rb Petersen, Huaixing Li, Thomas W. Winkler, Tellervo Korhonen, Kathleen Stirrups, Jean Ferrières, Wei Zhou, Ian J. Deary, Guillaume Lettre, M. Arfan Ikram, Alex W. Hewitt, Marit E. Jørgensen, Ian Ford, Liang He, Mark Walker, Stefan Gustafsson, Andre Franke, Yao Hu, Jaana Lindström, Jonathan P. Bradfield, Anne E. Justice, Kristin L. Young, Sander W. van der Laan, Shuang Feng, Yadav Sapkota, Douglas F. Easton, Cornelia M. van Duijn, Amy J. Swift, Kjell Nikus, Helen R. Warren, Christian Theil Have, Wei Gan, Steven A. Lubitz, Harvey D. White, Pirjo Komulainen, John M. Starr, Jeffrey R. O'Connel, Anette Varbo, Daniel I. Chasman, Ruifang Li-Gao, Lynne E. Wagenknecht, Matthias Blüher, Xiaowei Zhan, Thomas F. Vogt, Eleftheria Zeggini, Tamuno Alfred, Katja K.H. Aben, Lars Wallentin, Joanna M. M. Howson, Jie Yao, Eulalia Catamo, Henrik Vestergaard, Gina M. Peloso, Markku Laakso, Matthias B. Schulze, Hayato Tada, Jennifer Wessel, Andrew R. Wood, Erwin P. Bottinger, Cora E. Lewis, Robin Young, Carol A. Wang, Oddgeir L. Holmen, Andrew J. Slater, Jean-Claude Tardif, Xu Lin, Inês Barroso, Gail Davies, Tibor V. Varga, Andrew J. Lotery, Igor Rudan, Andrew T. Hattersley, Michael Stumvoll, David Ellinghaus, Andrew C. Heath, Frank Kee, Christopher P. Nelson, Donald W. Bowden, Alison M. Dunning, Marianne Benn, Oluf Pedersen, Amber A. Burt, Aniruddh P. Patel, G. Kees Hovingh, David S. Crosslin, Gorm B. Jensen, Keng-Hung Lin, Dewan S. Alam, Jian'an Luan, Ying Wu, Tõnu Esko, Kathleen Mullan Harris, Antonietta Robino, Anne U. Jackson, Eirini Marouli, Robert A. Scott, Jette Bork-Jensen, Olov Rolandsson, Nanette R. Lee, Gerard Tromp, Megan L. Grove, Suthesh Sivapalaratnam, Sameer E. Al-Harthi, Roberta McKean-Cowdin, Paolo Gasparini, Ellen W. Demerath, Marco Brumat, Maggie C.Y. Ng, Børge G. Nordestgaard, Kari E. North, Rajiv Chowdhury, Mauno Vanhala, Andrew P. Morris, Sarah E. Medland, Sune F. Nielsen, Ilaria Gandin, Øyvind Helgeland, James P. Cook, Kent D. Taylor, Andrew D. Morris, Gudmar Thorleifsson, André G. Uitterlinden, Pang Yao, Valgerdur Steinthorsdottir, Eric B. Larson, Kerrin S. Small, Cecilia M. Lindgren, Dragana Vuckovic, Mariaelisa Graff, Fotios Drenos, Jaspal S. Kooner, Schurmann, Claudia [0000-0003-4158-9192], Justice, Anne E [0000-0002-8903-8712], Giri, Ayush [0000-0002-7786-4670], Locke, Adam E [0000-0001-6227-198X], Young, Kristin L [0000-0003-0070-6145], Medina-Gomez, Carolina [0000-0001-7999-5538], Winkler, Thomas W [0000-0003-0292-5421], Zeggini, Eleftheria [0000-0003-4238-659X], Zhao, Wei [0000-0002-8301-9297], Zondervan, Krina T [0000-0002-0275-9905], Pospisilik, John A [0000-0002-9745-0977], Rivadeneira, Fernando [0000-0001-9435-9441], Deloukas, Panos [0000-0001-9251-070X], Apollo - University of Cambridge Repository, Vascular Medicine, ACS - Amsterdam Cardiovascular Sciences, ACS - Atherosclerosis & ischemic syndromes, Internal Medicine, Epidemiology, Obstetrics & Gynecology, Radiology & Nuclear Medicine, CHD Exome+ Consortium, EPIC-CVD Consortium, ExomeBP Consortium, Global Lipids Genetic Consortium, GoT2D Genes Consortium, EPIC InterAct Consortium, INTERVAL Study, ReproGen Consortium, T2D-Genes Consortium, MAGIC Investigators, Understanding Society Scientific Group, Biological Psychology, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, British Heart Foundation, Wellcome Trust, Medical Research Council (MRC), National Institute for Health Research, Home Office, National Institutes of Health, Imperial College Healthcare NHS Trust- BRC Funding, Turcot, Valérie, Lu, Yingchang, Highland, Heather M., Schurmann, Claudia, Justice, Anne E., Fine, Rebecca S., Bradfield, Jonathan P., Esko, Tõnu, Giri, Ayush, Graff, Mariaelisa, Guo, Xiuqing, Hendricks, Audrey E., Karaderi, Tugce, Lempradl, Adelheid, Locke, Adam E., Mahajan, Anubha, Marouli, Eirini, Sivapalaratnam, Suthesh, Young, Kristin L., Alfred, Tamuno, Feitosa, Mary F., Masca, Nicholas G. D., Manning, Alisa K., Medina-Gomez, Carolina, Mudgal, Poorva, Ng, Maggie C. Y., Reiner, Alex P., Vedantam, Sailaja, Willems, Sara M., Winkler, Thomas W., Abecasis, Gonçalo, Aben, Katja K., Alam, Dewan S., Alharthi, Sameer E., Allison, Matthew, Amouyel, Philippe, Asselbergs, Folkert W., Auer, Paul L., Balkau, Beverley, Bang, Lia E., Barroso, Inê, Bastarache, Lisa, Benn, Marianne, Bergmann, Sven, Bielak, Lawrence F., Blüher, Matthia, Boehnke, Michael, Boeing, Heiner, Boerwinkle, Eric, Böger, Carsten A., Bork-Jensen, Jette, Bots, Michiel L., Bottinger, Erwin P., Bowden, Donald W., Brandslund, Ivan, Breen, Gerome, Brilliant, Murray H., Broer, Linda, Brumat, Marco, Burt, Amber A., Butterworth, Adam S., Campbell, Peter T., Cappellani, Stefania, Carey, David J., Catamo, Eulalia, Caulfield, Mark J., Chambers, John C., Chasman, Daniel I., Chen, Yii-Der I., Chowdhury, Rajiv, Christensen, Cramer, Chu, Audrey Y., Cocca, Massimiliano, Collins, Francis S., Cook, James P., Corley, Janie, Corominas Galbany, Jordi, Cox, Amanda J., Crosslin, David S., Cuellar-Partida, Gabriel, D'Eustacchio, Angela, Danesh, John, Davies, Gail, Bakker, Paul I. W., Groot, Mark C. H., Mutsert, Renée, Deary, Ian J., Dedoussis, George, Demerath, Ellen W., Heijer, Martin, Hollander, Anneke I., Ruijter, Hester M., Dennis, Joe G., Denny, Josh C., Angelantonio, Emanuele, Drenos, Fotio, Du, Mengmeng, Dubé, Marie-Pierre, Dunning, Alison M., Easton, Douglas F., Edwards, Todd L., Ellinghaus, David, Ellinor, Patrick T., Elliott, Paul, Evangelou, Evangelo, Farmaki, Aliki-Eleni, Farooqi, I. Sadaf, Faul, Jessica D., Fauser, Sascha, Feng, Shuang, Ferrannini, Ele, Ferrieres, Jean, Florez, Jose C., Ford, Ian, Fornage, Myriam, Franco, Oscar H., Franke, Andre, Franks, Paul W., Friedrich, Nele, Frikke-Schmidt, Ruth, Galesloot, Tessel E., Gan, Wei, Gandin, Ilaria, Gasparini, Paolo, Gibson, Jane, Giedraitis, Vilmanta, Gjesing, Anette P., Gordon-Larsen, Penny, Gorski, Mathia, Grabe, Hans-Jörgen, Grant, Struan F. A., Grarup, Niel, Griffiths, Helen L., Grove, Megan L., Gudnason, Vilmundur, Gustafsson, Stefan, Haessler, Jeff, Hakonarson, Hakon, Hammerschlag, Anke R., Hansen, Torben, Harris, Kathleen Mullan, Harris, Tamara B., Hattersley, Andrew T., Have, Christian T., Hayward, Caroline, He, Liang, Heard-Costa, Nancy L., Heath, Andrew C., Heid, Iris M., Helgeland, Øyvind, Hernesniemi, Jussi, Hewitt, Alex W., Holmen, Oddgeir L., Hovingh, G. Kee, Howson, Joanna M. M., Hu, Yao, Huang, Paul L., Huffman, Jennifer E., Ikram, M. Arfan, Ingelsson, Erik, Jackson, Anne U., Jansson, Jan-Håkan, Jarvik, Gail P., Jensen, Gorm B., Jia, Yucheng, Johansson, Stefan, Jørgensen, Marit E., Jørgensen, Torben, Jukema, J. Wouter, Kahali, Bratati, Kahn, René S., Kähönen, Mika, Kamstrup, Pia R., Kanoni, Stavroula, Kaprio, Jaakko, Karaleftheri, Maria, Kardia, Sharon L. R., Karpe, Fredrik, Kathiresan, Sekar, Kee, Frank, Kiemeney, Lambertus A., Kim, Eric, Kitajima, Hidetoshi, Komulainen, Pirjo, Kooner, Jaspal S., Kooperberg, Charle, Korhonen, Tellervo, Kovacs, Peter, Kuivaniemi, Helena, Kutalik, Zoltán, Kuulasmaa, Kari, Kuusisto, Johanna, Laakso, Markku, Lakka, Timo A., Lamparter, David, Lange, Ethan M., Lange, Leslie A., Langenberg, Claudia, Larson, Eric B., Lee, Nanette R., Lehtimäki, Terho, Lewis, Cora E., Li, Huaixing, Li, Jin, Li-Gao, Ruifang, Lin, Honghuang, Lin, Keng-Hung, Lin, Li-An, Lin, Xu, Lind, Lar, Lindström, Jaana, Linneberg, Allan, Liu, Ching-Ti, Liu, Dajiang J., Liu, Yongmei, Lo, Ken S., Lophatananon, Artitaya, Lotery, Andrew J., Loukola, Anu, Luan, Jian'An, Lubitz, Steven A., Lyytikäinen, Leo-Pekka, Männistö, Satu, Marenne, Gaëlle, Mazul, Angela L., Mccarthy, Mark I., McKean-Cowdin, Roberta, Medland, Sarah E., Meidtner, Karina, Milani, Lili, Mistry, Vanisha, Mitchell, Paul, Mohlke, Karen L., Moilanen, Leena, Moitry, Marie, Montgomery, Grant W., Mook-Kanamori, Dennis O., Moore, Carmel, Mori, Trevor A., Morris, Andrew D., Morris, Andrew P., Müller-Nurasyid, Martina, Munroe, Patricia B., Nalls, Mike A., Narisu, Narisu, Nelson, Christopher P., Neville, Matt, Nielsen, Sune F., Nikus, Kjell, Njølstad, Pål R., Nordestgaard, Børge G., Nyholt, Dale R., O'Connel, Jeffrey R., O'Donoghue, Michelle L., Olde Loohuis, Loes M., Ophoff, Roel A., Owen, Katharine R., Packard, Chris J., Padmanabhan, Sandosh, Palmer, Colin N. A., Palmer, Nicholette D., Pasterkamp, Gerard, Patel, Aniruddh P., Pattie, Alison, Pedersen, Oluf, Peissig, Peggy L., Peloso, Gina M., Pennell, Craig E., Perola, Marku, Perry, James A., Perry, John R. B., Pers, Tune H., Person, Thomas N., Peters, Annette, Petersen, Eva R. B., Peyser, Patricia A., Pirie, Ailith, Polasek, Ozren, Polderman, Tinca J., Puolijoki, Hannu, Raitakari, Olli T., Rasheed, Asif, Rauramaa, Rainer, Reilly, Dermot F., Renström, Frida, Rheinberger, Myriam, Ridker, Paul M., Rioux, John D., Rivas, Manuel A., Roberts, David J., Robertson, Neil R., Robino, Antonietta, Rolandsson, Olov, Rudan, Igor, Ruth, Katherine S., Saleheen, Danish, Salomaa, Veikko, Samani, Nilesh J., Sapkota, Yadav, Sattar, Naveed, Schoen, Robert E., Schreiner, Pamela J., Schulze, Matthias B., Scott, Robert A., Segura-Lepe, Marcelo P., Shah, Svati H., Sheu, Wayne H. -H., Sim, Xueling, Slater, Andrew J., Small, Kerrin S., Smith, Albert V., Southam, Lorraine, Spector, Timothy D., Speliotes, Elizabeth K., Starr, John M., Stefansson, Kari, Steinthorsdottir, Valgerdur, Stirrups, Kathleen E., Strauch, Konstantin, Stringham, Heather M., Stumvoll, Michael, Sun, Liang, Surendran, Praveen, Swift, Amy J., Tada, Hayato, Tansey, Katherine E., Tardif, Jean-Claude, Taylor, Kent D., Teumer, Alexander, Thompson, Deborah J., Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Thuesen, Betina H., Tönjes, Anke, Tromp, Gerard, Trompet, Stella, Tsafantakis, Emmanouil, Tuomilehto, Jaakko, Tybjaerg-Hansen, Anne, Tyrer, Jonathan P., Uher, Rudolf, Uitterlinden, André G., Uusitupa, Matti, Laan, Sander W., Duijn, Cornelia M., Leeuwen, Nienke, Van Setten, Jessica, Vanhala, Mauno, Varbo, Anette, Varga, Tibor V., Varma, Rohit, Velez Edwards, Digna R., Vermeulen, Sita H., Veronesi, Giovanni, Vestergaard, Henrik, Vitart, Veronique, Vogt, Thomas F., Völker, Uwe, Vuckovic, Dragana, Wagenknecht, Lynne E., Walker, Mark, Wallentin, Lar, Wang, Feijie, Wang, Carol A., Wang, Shuai, Wang, Yiqin, Ware, Erin B., Wareham, Nicholas J., Warren, Helen R., Waterworth, Dawn M., Wessel, Jennifer, White, Harvey D., Willer, Cristen J., Wilson, James G., Witte, Daniel R., Wood, Andrew R., Wu, Ying, Yaghootkar, Hanieh, Yao, Jie, Yao, Pang, Yerges-Armstrong, Laura M., Young, Robin, Zeggini, Eleftheria, Zhan, Xiaowei, Zhang, Weihua, Zhao, Jing Hua, Zhao, Wei, Zhou, Wei, Zondervan, Krina T, Rotter, Jerome I., Pospisilik, John A., Rivadeneira, Fernando, Borecki, Ingrid B., Deloukas, Pano, Frayling, Timothy M., Lettre, Guillaume, North, Kari E., Lindgren, Cecilia M., Hirschhorn, Joel N., Loos, Ruth J. F., Internal medicine, AGEM - Endocrinology, metabolism and nutrition, Amsterdam Movement Sciences - Rehabilitation & Development, Amsterdam Movement Sciences - Restoration and Development, APH - Aging & Later Life, Physiology, and VU University medical center
Subjects: 0301 basic medicine, Male, ReproGen Consortium, MathematicsofComputing_GENERAL, Genome-wide association study, medicine.disease_cause, Sensory disorders Donders Center for Medical Neuroscience [Radboudumc 12], Body Mass Index, genetics [Obesity], 0302 clinical medicine, Gene Frequency, Glucose homeostasis, Adult, Animals, Drosophila/genetics, Energy Intake/genetics, Energy Metabolism/genetics, Female, Genetic Variation, Humans, Obesity/genetics, Proteins/genetics, Syndrome, 11 Medical and Health Sciences, 2. Zero hunger, Genetics, Genetics & Heredity, Mutation, CHD Exome+ Consortium, body mass index, TheoryofComputation_GENERAL, T2D-Genes Consortium, GENOME-WIDE ASSOCIATION, MELANOCORTIN-4 RECEPTOR GENE, DONEPEZIL 23 MG, FRAMESHIFT MUTATION, GLUCOSE-HOMEOSTASIS, HYPOTHALAMIC AMPK, CODING VARIANTS, BLOOD-PRESSURE, RARE, LOCI, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], Drosophila, ExomeBP Consortium, Life Sciences & Biomedicine, INTERVAL Study, Understanding Society Scientific Group, EPIC InterAct Consortium, genetics [Energy Metabolism], Biology, EPIC-CVD Consortium, Frameshift mutation, 03 medical and health sciences, MAGIC Investigators, All institutes and research themes of the Radboud University Medical Center, Genetic, SDG 3 - Good Health and Well-being, ddc:570, genetics [Drosophila], medicine, Journal Article, Global Lipids Genetic Consortium, Obesity, Gene, Allele frequency, Genetic association, Science & Technology, Proteins, 06 Biological Sciences, genetics [Proteins], Minor allele frequency, 030104 developmental biology, GoT2D Genes Consortium, Energy Intake, Energy Metabolism, genetics [Energy Intake], 030217 neurology & neurosurgery, Developmental Biology
Abstract: Genome-wide association studies (GWAS) have identified >250 loci for body mass index (BMI), implicating pathways related to neuronal biology. Most GWAS loci represent clusters of common, noncoding variants from which pinpointing causal genes remains challenging. Here we combined data from 718,734 individuals to discover rare and low-frequency (minor allele frequency (MAF) < 5%) coding variants associated with BMI. We identified 14 coding variants in 13 genes, of which 8 variants were in genes (ZBTB7B, ACHE, RAPGEF3, RAB21, ZFHX3, ENTPD6, ZFR2 and ZNF169) newly implicated in human obesity, 2 variants were in genes (MC4R and KSR2) previously observed to be mutated in extreme obesity and 2 variants were in GIPR. The effect sizes of rare variants are ~10 times larger than those of common variants, with the largest effect observed in carriers of an MC4R mutation introducing a stop codon (p.Tyr35Ter, MAF = 0.01%), who weighed ~7 kg more than non-carriers. Pathway analyses based on the variants associated with BMI confirm enrichment of neuronal genes and provide new evidence for adipocyte and energy expenditure biology, widening the potential of genetically supported therapeutic targets in obesity.
Published: 2018
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48. Transethnic Evaluation Identifies Low-Frequency Loci Associated With 25-Hydroxyvitamin D Concentrations

Author: Arnita F. Norwood, Thomas J. Wang, Stephen B. Kritchevsky, Joan M. Lappe, Katherine L. Tucker, James G. Wilson, Carl D. Langefeld, Yingchang Lu, Andrew Bjonnes, Pamela L. Lutsey, Jaeyoung Hong, James S. Pankow, James B. Meigs, Joshua C. Bis, Jose M. Ordovas, Jeffery D. Roizen, Tamara B. Harris, Nicholette D. Palmer, Chao-Qiang Lai, Erwin P. Bottinger, Hakon Hakanarson, Jasmin Divers, Lingyi Lu, Kathryn E. Hatchell, Saonli Basu, Bryan Kestenbaum, Yongmei Liu, Heidi J. Kalkwarf, Cassianne Robinson-Cohen, Bishwa Raj Sapkota, John A. Shepherd, Sharon E. Oberfield, Lynne E. Wagenknecht, Donald W. Bowden, Eric Boerwinkle, Andrea Kelly, Ian H. de Boer, Josée Dupuis, Alessandra Chesi, Bruce M. Psaty, Babette S. Zemel, Vicente Gilsanz, Ching-Ti Liu, Richa Saxena, Struan F.A. Grant, Dan E. Arking, Jonathan P. Bradfield, Corinne D. Engelman, Solomon K. Musani, Denise K. Houston, Barry I. Freedman, Mike A. Nalls, Dharambir K. Sanghera, Julie T. Ziegler, Jill M. Norris, Jerome I. Rotter, Jose C. Florez, Ruth J. F. Loos, Erin D. Michos, and Liana K. Billings
Subjects: 0301 basic medicine, Adult, Male, medicine.medical_specialty, Adolescent, Endocrinology, Diabetes and Metabolism, Clinical Biochemistry, Context (language use), Single-nucleotide polymorphism, Genome-wide association study, Biology, Biochemistry, Polymorphism, Single Nucleotide, White People, Body Mass Index, 03 medical and health sciences, Young Adult, 0302 clinical medicine, Endocrinology, Gene Frequency, Polymorphism (computer science), Internal medicine, medicine, Vitamin D and neurology, SNP, Humans, 030212 general & internal medicine, Vitamin D, Child, Allele frequency, Clinical Research Articles, Aged, Genetics, Biochemistry (medical), Hispanic or Latino, Middle Aged, Vitamin D Deficiency, United States, Black or African American, 030104 developmental biology, Genetic Loci, Cohort, Female, Genome-Wide Association Study
Abstract: Context Vitamin D inadequacy is common in the adult population of the United States. Although the genetic determinants underlying vitamin D inadequacy have been studied in people of European ancestry, less is known about populations with Hispanic or African ancestry. Objective The Trans-Ethnic Evaluation of Vitamin D (TRANSCEN-D) genomewide association study (GWAS) consortium was assembled to replicate genetic associations with 25-hydroxyvitamin D [25(OH)D] concentrations from the Study of Underlying Genetic Determinants of Vitamin D and Highly Related Traits (SUNLIGHT) meta-analyses of European ancestry and to identify genetic variants related to vitamin D concentrations in African and Hispanic ancestries. Design Ancestry-specific (Hispanic and African) and transethnic (Hispanic, African, and European) meta-analyses were performed with Meta-Analysis Helper software (METAL). Patients or Other Participants In total, 8541 African American and 3485 Hispanic American (from North America) participants from 12 cohorts and 16,124 European participants from SUNLIGHT were included in the study. Main Outcome Measures Blood concentrations of 25(OH)D were measured for all participants. Results Ancestry-specific analyses in African and Hispanic Americans replicated single nucleotide polymorphisms (SNPs) in GC (2 and 4 SNPs, respectively). An SNP (rs79666294) near the KIF4B gene was identified in the African American cohort. Transethnic evaluation replicated GC and DHCR7 region SNPs. Additionally, the transethnic analyses revealed SNPs rs719700 and rs1410656 near the ANO6/ARID2 and HTR2A genes, respectively. Conclusions Ancestry-specific and transethnic GWASs of 25(OH)D confirmed findings in GC and DHCR7 for African and Hispanic American samples and revealed findings near KIF4B, ANO6/ARID2, and HTR2A. The biological mechanisms that link these regions with 25(OH)D metabolism warrant further investigation.
Published: 2018

49. Genome-wide association study of offspring birth weight in 86 577 women identifies five novel loci and highlights maternal genetic effects that are independent of fetal genetics

Author: Robin N Beaumont, Nicole M Warrington, Alana Cavadino, Jessica Tyrrell, Michael Nodzenski, Momoko Horikoshi, Frank Geller, Ronny Myhre, Rebecca C Richmond, Lavinia Paternoster, Jonathan P Bradfield, Eskil Kreiner-Møller, Ville Huikari, Sarah Metrustry, Kathryn L Lunetta, Jodie N Painter, Jouke-Jan Hottenga, Catherine Allard, Sheila J Barton, Ana Espinosa, Julie A Marsh, Catherine Potter, and Ge Zhang
Published: 2018
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50. Genetic architecture of early childhood growth phenotypes gives insights into their link with later obesity

Author: N. Maneka G. De Silva, Sylvain Sebert, Alexessander Couto Alves, Ulla Sovio, Shikta Das, Rob Taal, Nicole M. Warrington, Alexandra M. Lewin, Marika Kaakinen, Diana Cousminer, Elisabeth Thiering, Nicholas J. Timpson, Ville Karhunen, Tom Bond, Xavier Estivill, Virpi Lindi, Jonathan P. Bradfield, Frank Geller, Lachlan J.M. Coin, Marie Loh, Sheila J. Barton, Lawrence J. Beilin, Hans Bisgaard, Klaus Bønnelykke, Rohia Alili, Ida J. Hatoum, Katharina Schramm, Rufus Cartwright, Marie-Aline Charles, Vincenzo Salerno, Karine Clément, Cornelia M. van Duijn, Elena Moltchanova, Johan G. Eriksson, Cathy Elks, Bjarke Feenstra, Claudia Flexeder, Stephen Franks, Timothy M. Frayling, Rachel M. Freathy, Paul Elliott, Elisabeth Widén, Hakon Hakonarson, Andrew T. Hattersley, Alina Rodriguez, Marco Banterle, Joachim Heinrich, Barbara Heude, John W. Holloway, Albert Hofman, Elina Hyppönen, Hazel Inskip, Lee M. Kaplan, Asa K. Hedman, Esa Läärä, Holger Prokisch, Harald Grallert, Timo A. Lakka, Debbie A. Lawlor, Mads Melbye, Tarunveer S. Ahluwalia, Marcella Marinelli, Iona Y. Millwood, Lyle J. Palmer, Craig E. Pennell, John R. Perry, Susan M. Ring, Markku Savolainen, Kari Stefansson, Gudmar Thorleifsson, Fernando Rivadeneira, Marie Standl, Jordi Sunyer, Carla M.T. Tiesler, Andre G. Uitterlinden, Inga Prokopenko, Karl-Heinz Herzig, George Davey Smith, Paul O'Reilly, Janine F. Felix, Jessica L. Buxton, Alexandra I.F. Blakemore, Ken K. Ong, Struan F.A. Grant, Vincent W.V. Jaddoe, Mark I. McCarthy, and Marjo-Riitta Järvelin
Subjects: 2. Zero hunger, 0303 health sciences, 03 medical and health sciences, 0302 clinical medicine, 030209 endocrinology & metabolism, 030304 developmental biology
Abstract: Early childhood growth patterns are associated with adult metabolic health, but the underlying mechanisms are unclear. We performed genome-wide meta-analyses and follow-up in up to 22,769 European children for six early growth phenotypes derived from longitudinal data: peak height and weight velocities, age and body mass index (BMI) at adiposity peak (AP ~9 months) and rebound (AR ~5-6 years). We identified four associated loci (P< 5x10−8): LEPR/LEPROT with BMI at AP, FTO and TFAP2B with Age at AR and GNPDA2 with BMI at AR. The observed AR-associated SNPs at FTO, TFAP2B and GNPDA2 represent known adult BMI-associated variants. The common BMI at AP associated variant at LEPR/LEPROT was not associated with adult BMI but was associated with LEPROT gene expression levels, especially in subcutaneous fat (P−51). We identify strong positive genetic correlations between early growth and later adiposity traits, and analysis of the full discovery stage results for Age at AR revealed enrichment for insulin-like growth factor 1 (IGF-1) signaling and apolipoprotein pathways. This genome-wide association study suggests mechanistic links between early childhood growth and adiposity in later childhood and adulthood, highlighting these early growth phenotypes as potential targets for the prevention of obesity.
Published: 2017
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