@article {9806,
	title = {Meta-analysis of genome-wide association studies for height and body mass index in \~{}700000 individuals of European ancestry.},
	journal = {Human Molecular Genetics},
	volume = {27},
	year = {2018},
	pages = {3641-3649},
	abstract = {Recent genome-wide association studies (GWAS) of height and body mass index (BMI) in \~{}250000 European participants have led to the discovery of \~{}700 and \~{}100 nearly independent single nucleotide polymorphisms (SNPs) associated with these traits, respectively. Here we combine summary statistics from those two studies with GWAS of height and BMI performed in \~{}450000 UK Biobank participants of European ancestry. Overall, our combined GWAS meta-analysis reaches N~\~{}700000 individuals and substantially increases the number of GWAS signals associated with these traits. We identified 3290 and 941 near-independent SNPs associated with height and BMI, respectively (at a revised genome-wide significance threshold of P~<~1~{\texttimes}~10-8), including 1185 height-associated SNPs and 751 BMI-associated SNPs located within loci not previously identified by these two GWAS. The near-independent genome-wide significant SNPs explain \~{}24.6\% of the variance of height and \~{}6.0\% of the variance of BMI in an independent sample from the Health and Retirement Study (HRS). Correlations between polygenic scores based upon these SNPs with actual height and BMI in HRS participants were \~{}0.44 and \~{}0.22, respectively. From analyses of integrating GWAS and expression quantitative trait loci (eQTL) data by summary-data-based Mendelian randomization, we identified an enrichment of eQTLs among lead height and BMI signals, prioritizing 610 and 138 genes, respectively. Our study demonstrates that, as previously predicted, increasing GWAS sample sizes continues to deliver, by the discovery of new loci, increasing prediction accuracy and providing additional data to achieve deeper insight into complex trait biology. All summary statistics are made available for follow-up studies.},
	keywords = {BMI, Genetics, GWAS, Height},
	issn = {1460-2083},
	doi = {10.1093/hmg/ddy271},
	author = {Yengo, Loic and Sidorenko, Julia and Kathryn E Kemper and Zheng, Zhili and Andrew R Wood and Michael N Weedon and Timothy M Frayling and Joel N Hirschhron and Yang, Jian and Peter M Visscher}
}
@article {9988,
	title = {Meta-analysis of genome-wide association studies for height and body mass index in \~{}700000 individuals of European ancestry},
	journal = {Human Molecular Genetics},
	volume = {27},
	year = {2018},
	pages = {3641-3649},
	abstract = {Recent genome-wide association studies (GWAS) of height and body mass index (BMI) in similar to 250000 European participants have led to the discovery of similar to 700 and similar to 100 nearly independent single nucleotide polymorphisms (SNPs) associated with these traits, respectively. Here we combine summary statistics from those two studies with GWAS of height and BMI performed in similar to 450000 UK Biobank participants of European ancestry. Overall, our combined GWAS meta-analysis reaches N similar to 700000 individuals and substantially increases the number of GWAS signals associated with these traits. We identified 3290 and 941 near-independent SNPs associated with height and BMI, respectively (at a revised genome-wide significance threshold of P < 1 x 10(-8)), including 1185 height-associated SNPs and 751 BMI-associated SNPs located within loci not previously identified by these two GWAS. The near-independent genome-wide significant SNPs explain similar to 24.6\% of the variance of height and similar to 6.0\% of the variance of BMI in an independent sample from the Health and Retirement Study (HRS). Correlations between polygenic scores based upon these SNPs with actual height and BMI in HRS participants were similar to 0.44 and similar to 0.22, respectively. From analyses of integrating GWAS and expression quantitative trait loci (eQTL) data by summary-data-based Mendelian randomization, we identified an enrichment of eQTLs among lead height and BMI signals, prioritizing 610 and 138 genes, respectively. Our study demonstrates that, as previously predicted, increasing GWAS sample sizes continues to deliver, by the discovery of new loci, increasing prediction accuracy and providing additional data to achieve deeper insight into complex trait biology. All summary statistics are made available for follow-up studies.},
	keywords = {BMI, Genetics, GWAS, Height},
	issn = {0964-6906},
	doi = {10.1093/hmg/ddy271},
	author = {Yengo, Loic and Sidorenko, Julia and Kathryn E Kemper and Zheng, Zhili and Andrew R Wood and Michael N Weedon and Timothy M Frayling and Joel N Hirschhron and Yang, Jian and Peter M Visscher}
}
@article {9438,
	title = {Occupational Differences in BMI, BMI Trajectories, and Implications for Employment Status among Older U.S. Workers},
	journal = {Work, Aging and Retirement},
	volume = {4},
	year = {2018},
	pages = {21-36},
	abstract = {We examined associations between employment and obesity, arguing that risk for unhealthy weight may vary across occupational groups because they shape workplace exposures, social class standing, material resources, and norms and expectations about healthy behaviors and weight. We used a large sample of 51-61-year-old workers from the Health and Retirement study, tracking their body mass index (BMI) over time while accounting for potentially confounding influences of socioeconomic status and gender and exploring whether gender modified associations between occupational group, BMI, and retirement timing. Compared with women in professional occupations, women managers were less likely to be obese at baseline and were less likely to be in the obese upward trajectory class, while female professionals and operators and laborers were less likely than women in farm and precision production to be in the normal stable trajectory. Male professionals were less likely than men in sales, service, and operator and laborer positions to be obese at baseline and more often followed the normal upward trajectory than most other groups, though they and farm and precision production men were more likely to be in the overweight to obese trajectory than men in service occupations. Adjustment for sociodemographic and lifestyle characteristics reduced associations more for men than for women. While retirement risk differed across occupational groups, most of these differences were explained by socioeconomic, demographic, and lifestyle characteristics, especially for men. Obesity at baseline was an independent predictor of retirement but did not further explain differences in the timing of retirement by occupational group.},
	keywords = {BMI, Decision making, Employment and Labor Force},
	issn = {2054-4642},
	doi = {10.1093/workar/waw038},
	url = {http://academic.oup.com/workar/article/4/1/21/2918780http://academic.oup.com/workar/article-pdf/4/1/21/23296108/waw038.pdf},
	author = {Sarah A. Burgard and Amanda Sonnega},
	editor = {Gwenith G Fisher}
}
@article {9313,
	title = {Interaction between Social/Psychosocial Factors and Genetic Variants on Body Mass Index: A Gene-Environment Interaction Analysis in a Longitudinal Setting},
	journal = {International Journal of Environmental Research and Public Health},
	volume = {14},
	year = {2017},
	month = {09/2017},
	pages = {1153},
	abstract = {Obesity, which develops over time, is one of the leading causes of chronic diseases such as cardiovascular disease. However, hundreds of BMI (body mass index)-associated genetic loci identified through large-scale genome-wide association studies (GWAS) only explain about 2.7\% of BMI variation. Most common human traits are believed to be influenced by both genetic and environmental factors. Past studies suggest a variety of environmental features that are associated with obesity, including socioeconomic status and psychosocial factors. This study combines both gene/regions and environmental factors to explore whether social/psychosocial factors (childhood and adult socioeconomic status, social support, anger, chronic burden, stressful life events, and depressive symptoms) modify the effect of sets of genetic variants on BMI in European American and African American participants in the Health and Retirement Study (HRS). In order to incorporate longitudinal phenotype data collected in the HRS and investigate entire sets of single nucleotide polymorphisms (SNPs) within gene/region simultaneously, we applied a novel set-based test for gene-environment interaction in longitudinal studies (LGEWIS). Childhood socioeconomic status (parental education) was found to modify the genetic effect in the gene/region around SNP rs9540493 on BMI in European Americans in the HRS. The most significant SNP (rs9540488) by childhood socioeconomic status interaction within the rs9540493 gene/region was suggestively replicated in the Multi-Ethnic Study of Atherosclerosis (MESA) (p = 0.07).},
	keywords = {BMI, Genetics, Obesity},
	doi = {10.3390/ijerph14101153},
	url = {http://www.mdpi.com/1660-4601/14/10/1153http://www.mdpi.com/1660-4601/14/10/1153/pdf},
	author = {Wei Zhao and Erin B Ware and He, Zihuai and Sharon L R Kardia and Jessica Faul}
}
@article {8882,
	title = {Genetic studies of body mass index yield new insights for obesity biology.},
	journal = {Nature},
	volume = {518},
	year = {2015},
	month = {2015 Feb 12},
	pages = {197-206},
	abstract = {<p>Obesity is heritable and predisposes to many diseases. To understand the genetic basis of obesity better, here we conduct a genome-wide association study and Metabochip meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals. This analysis identifies 97 BMI-associated loci (P~<~5~{\texttimes}~10(-8)), 56 of which are novel. Five loci demonstrate clear evidence of several independent association signals, and many loci have significant effects on other metabolic phenotypes. The 97 loci account for \~{}2.7\% of BMI variation, and genome-wide estimates suggest that common variation accounts for >20\% of BMI variation. Pathway analyses provide strong support for a role of the central nervous system in obesity susceptibility and implicate new genes and pathways, including those related to synaptic function, glutamate signalling, insulin secretion/action, energy metabolism, lipid biology and adipogenesis.</p>},
	keywords = {Age Factors, BMI, Continental Population Groups, Energy Metabolism, Europe, Female, Genome-Wide Association Study, Glutamic Acid, Humans, Insulin, Male, Obesity, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Synapses},
	issn = {1476-4687},
	doi = {10.1038/nature14177},
	author = {Locke, Adam E and Kahali, Bratati and Berndt, Sonja I and Justice, Anne E and Pers, Tune H and Day, Felix R and Powell, Corey and Vedantam, Sailaja and Buchkovich, Martin L and Yang, Jian and Croteau-Chonka, Damien C and T{\~o}nu Esko and Fall, Tove and Ferreira, Teresa and Gustafsson, Stefan and Kutalik, Zolt{\'a}n and Luan, Jian{\textquoteright}an and M{\"a}gi, Reedik and Randall, Joshua C and Thomas W Winkler and Andrew R Wood and Workalemahu, Tsegaselassie and Jessica Faul and Jennifer A Smith and Jing Hua Zhao and Wei Zhao and Chen, Jin and Rudolf Ferhmann and Hedman, {\r A}sa K and Karjalainen, Juha and Schmidt, Ellen M and Absher, Devin and Amin, Najaf and Anderson, Denise and Beekman, Marian and Bolton, Jennifer L and Bragg-Gresham, Jennifer L and Buyske, Steven and Demirkan, Ayse and Deng, Guohong and Georg B Ehret and Feenstra, Bjarke and Feitosa, Mary F and Fischer, Krista and Goel, Anuj and Gong, Jian and Jackson, Anne U and Kanoni, Stavroula and Kleber, Marcus E and Kristiansson, Kati and Lim, Unhee and Lotay, Vaneet and Mangino, Massimo and Irene Mateo Leach and Medina-Gomez, Carolina and Sarah E Medland and Michael A Nalls and Palmer, Cameron D and Pasko, Dorota and Pechlivanis, Sonali and Peters, Marjolein J and Prokopenko, Inga and Shungin, Dmitry and Stan{\v c}{\'a}kov{\'a}, Alena and Strawbridge, Rona J and Yun Ju Sung and Toshiko Tanaka and Teumer, Alexander and Trompet, Stella and van der Laan, Sander W and van Setten, Jessica and Jana V. van Vliet-Ostaptchouk and Wang, Zhaoming and Yengo, Loic and Zhang, Weihua and Isaacs, Aaron and Albrecht, Eva and {\"A}rnl{\"o}v, Johan and Arscott, Gillian M and Attwood, Antony P and Bandinelli, Stefania and Barrett, Amy and Bas, Isabelita N and Bellis, Claire and Bennett, Amanda J and Berne, Christian and Blagieva, Roza and Bl{\"u}her, Matthias and B{\"o}hringer, Stefan and Bonnycastle, Lori L and B{\"o}ttcher, Yvonne and Boyd, Heather A and Bruinenberg, Marcel and Caspersen, Ida H and Yii-Der I Chen and Robert Clark and Daw, E Warwick and de Craen, Anton J M and Delgado, Graciela and Dimitriou, Maria and Doney, Alex S F and Eklund, Niina and Estrada, Karol and Eury, Elodie and Folkersen, Lasse and Fraser, Ross M and Melissa E Garcia and Geller, Frank and Giedraitis, Vilmantas and Gigante, Bruna and Alan S Go and Golay, Alain and Goodall, Alison H and Gordon, Scott D and Gorski, Mathias and Hans-J{\"o}rgen Grabe and Grallert, Harald and Grammer, Tanja B and Gr{\"a}{\ss}ler, J{\"u}rgen and Gr{\"o}nberg, Henrik and Groves, Christopher J and Gusto, Ga{\"e}lle and Jeffrey Haessler and Hall, Per and Haller, Toomas and Hallmans, G{\"o}ran and Catharina A Hartman and Hassinen, Maija and Caroline Hayward and Heard-Costa, Nancy L and Helmer, Quinta and Hengstenberg, Christian and Oddgeir L Holmen and Jouke-Jan Hottenga and James, Alan L and Janina Jeff and Johansson, {\r A}sa and Jolley, Jennifer and Juliusdottir, Thorhildur and Kinnunen, Leena and Koenig, Wolfgang and Koskenvuo, Markku and Kratzer, Wolfgang and Laitinen, Jaana and Lamina, Claudia and Leander, Karin and Lee, Nanette R and Lichtner, Peter and Lars Lind and Lindstr{\"o}m, Jaana and Ken Sin Lo and Lobbens, St{\'e}phane and Lorbeer, Roberto and Lu, Yingchang and Mach, Fran{\c c}ois and Patrik K E Magnusson and Mahajan, Anubha and McArdle, Wendy L and McLachlan, Stela and Menni, Cristina and Merger, Sigrun and Mihailov, Evelin and Lili Milani and Moayyeri, Alireza and Monda, Keri L and Morken, Mario A and Mulas, Antonella and M{\"u}ller, Gabriele and M{\"u}ller-Nurasyid, Martina and Musk, Arthur W and Nagaraja, Ramaiah and Markus M N{\"o}then and Ilja M Nolte and Pilz, Stefan and Nigel W Rayner and Renstrom, Frida and Rettig, Rainer and Ried, Janina S and Ripke, Stephan and Neil R Robertson and Rose, Lynda M and Sanna, Serena and Scharnagl, Hubert and Scholtens, Salome and Schumacher, Fredrick R and Scott, William R and Seufferlein, Thomas and Jianxin Shi and Albert Vernon Smith and Smolonska, Joanna and Stanton, Alice V and Steinthorsdottir, Valgerdur and Kathleen E Stirrups and Heather M Stringham and Sundstr{\"o}m, Johan and Swertz, Morris A and Swift, Amy J and Syv{\"a}nen, Ann-Christine and Tan, Sian-Tsung and Bamidele O Tayo and Thorand, Barbara and Thorleifsson, Gudmar and Tyrer, Jonathan P and Uh, Hae-Won and Vandenput, Liesbeth and Verhulst, Frank C and Vermeulen, Sita H and Verweij, Niek and Vonk, Judith M and Lindsay L Waite and Warren, Helen R and Dawn M Waterworth and Michael N Weedon and Wilkens, Lynne R and Willenborg, Christina and Wilsgaard, Tom and Wojczynski, Mary K and Wong, Andrew and Alan F Wright and Zhang, Qunyuan and Brennan, Eoin P and Murim Choi and Dastani, Zari and Alexander W Drong and Eriksson, Per and Franco-Cereceda, Anders and G{\r a}din, Jesper R and Gharavi, Ali G and Goddard, Michael E and Handsaker, Robert E and Huang, Jinyan and Karpe, Fredrik and Kathiresan, Sekar and Keildson, Sarah and Kiryluk, Krzysztof and Kubo, Michiaki and Lee, Jong-Young and Liang, Liming and Lifton, Richard P and Ma, Baoshan and McCarroll, Steven A and McKnight, Amy J and Min, Josine L and Moffatt, Miriam F and Grant W Montgomery and Joanne M Murabito and Nicholson, George and Nyholt, Dale R and Okada, Yukinori and Perry, John R B and Dorajoo, Rajkumar and Reinmaa, Eva and Salem, Rany M and Sandholm, Niina and Scott, Robert A and Stolk, Lisette and Takahashi, Atsushi and Tanaka, Toshihiro and Ferdinand M van {\textquoteright}t Hooft and Anna A E Vinkhuyzen and Westra, Harm-Jan and Wei Zhang and Krina T Zondervan and Andrew C Heath and Arveiler, Dominique and Bakker, Stephan J L and Beilby, John and Bergman, Richard N and Blangero, John and Bovet, Pascal and Campbell, Harry and Caulfield, Mark J and Cesana, Giancarlo and Chakravarti, Aravinda and Daniel I Chasman and Chines, Peter S and Collins, Francis S and Crawford, Dana C and Cupples, L Adrienne and Cusi, Daniele and Danesh, John and de Faire, Ulf and Hester M den Ruijter and Dominiczak, Anna F and Erbel, Raimund and Erdmann, Jeanette and Johan G Eriksson and Farrall, Martin and Felix, Stephan B and Ferrannini, Ele and Ferri{\`e}res, Jean and Ford, Ian and Forouhi, Nita G and Forrester, Terrence and Franco, Oscar H and Gansevoort, Ron T and Gejman, Pablo V and Gieger, Christian and Gottesman, Omri and Gudnason, Vilmundur and Gyllensten, Ulf and Hall, Alistair S and Tamara B Harris and Andrew T Hattersley and Hicks, Andrew A and Hindorff, Lucia A and Aroon Hingorani and Hofman, Albert and Homuth, Georg and Hovingh, G Kees and Humphries, Steve E and Hunt, Steven C and Hypp{\"o}nen, Elina and Illig, Thomas and Jacobs, Kevin B and J{\"a}rvelin, Marjo-Riitta and J{\"o}ckel, Karl-Heinz and Johansen, Berit and Jousilahti, Pekka and Jukema, J Wouter and Jula, Antti M and Kaprio, Jaakko and Kastelein, John J P and Keinanen-Kiukaanniemi, Sirkka M and Lambertus A Kiemeney and Knekt, Paul and Kooner, Jaspal S and Charles Kooperberg and Kovacs, Peter and Kraja, Aldi T and Kumari, Meena and Kuusisto, Johanna and Lakka, Timo A and Langenberg, Claudia and Loic Le Marchand and Lehtim{\"a}ki, Terho and Lyssenko, Valeriya and M{\"a}nnist{\"o}, Satu and Marette, Andr{\'e} and Matise, Tara C and McKenzie, Colin A and McKnight, Barbara and Moll, Frans L and Morris, Andrew D and Morris, Andrew P and Murray, Jeffrey C and Nelis, Mari and Ohlsson, Claes and Oldehinkel, Albertine J and Ong, Ken K and Pamela A F Madden and Pasterkamp, Gerard and Peden, John F and Peters, Annette and Postma, Dirkje S and Pramstaller, Peter P and Price, Jackie F and Qi, Lu and Olli T Raitakari and Rankinen, Tuomo and Rao, D C and Rice, Treva K and Ridker, Paul M and Rioux, John D and Ritchie, Marylyn D and Rudan, Igor and Veikko Salomaa and Nilesh J Samani and Saramies, Jouko and Sarzynski, Mark A and Schunkert, Heribert and Schwarz, Peter E H and Peter Sever and Alan R Shuldiner and Sinisalo, Juha and Stolk, Ronald P and Strauch, Konstantin and T{\"o}njes, Anke and Tr{\'e}gou{\"e}t, David-Alexandre and Tremblay, Angelo and Tremoli, Elena and Virtamo, Jarmo and Vohl, Marie-Claude and V{\"o}lker, Uwe and Waeber, G{\'e}rard and Gonneke Willemsen and Witteman, Jacqueline C and Zillikens, M Carola and Adair, Linda S and Amouyel, Philippe and Asselbergs, Folkert W and Assimes, Themistocles L and Bochud, Murielle and Boehm, Bernhard O and Boerwinkle, Eric and Bornstein, Stefan R and Erwin P Bottinger and Bouchard, Claude and Cauchi, St{\'e}phane and Chambers, John C and Chanock, Stephen J and Cooper, Richard S and de Bakker, Paul I W and George Dedoussis and Luigi Ferrucci and Franks, Paul W and Froguel, Philippe and Leif C Groop and Christopher A Haiman and Hamsten, Anders and Hui, Jennie and Hunter, David J and Hveem, Kristian and Kaplan, Robert C and Mika Kivim{\"a}ki and Kuh, Diana and Laakso, Markku and Yongmei Liu and Nicholas G Martin and M{\"a}rz, Winfried and Melbye, Mads and Andres Metspalu and Moebus, Susanne and Munroe, Patricia B and Nj{\o}lstad, Inger and Ben A Oostra and Palmer, Colin N A and Nancy L Pedersen and Markus Perola and P{\'e}russe, Louis and Peters, Ulrike and Power, Chris and Quertermous, Thomas and Rauramaa, Rainer and Fernando Rivadeneira and Saaristo, Timo E and Saleheen, Danish and Sattar, Naveed and Eric E Schadt and Schlessinger, David and Eline P Slagboom and Snieder, Harold and Timothy Spector and Thorsteinsdottir, Unnur and Stumvoll, Michael and Tuomilehto, Jaakko and Andr{\'e} G Uitterlinden and Uusitupa, Matti and van der Harst, Pim and Walker, Mark and Wallaschofski, Henri and Wareham, Nicholas J and Watkins, Hugh and David R Weir and Wichmann, H-Erich and James F Wilson and Zanen, Pieter and Ingrid B Borecki and Deloukas, Panos and Caroline S Fox and Iris M Heid and Jeff O{\textquoteright}Connell and David P Strachan and Stefansson, Kari and Cornelia M van Duijn and Gon{\c c}alo R Abecasis and Lude L Franke and Timothy M Frayling and McCarthy, Mark I and Peter M Visscher and Scherag, Andre and Willer, Cristen J and Boehnke, Michael and Mohlke, Karen L and Lindgren, Cecilia M and Beckmann, Jacques S and Barroso, In{\^e}s and Kari E North and Ingelsson, Erik and Joel N Hirschhron and Ruth J F Loos and Elizabeth K Speliotes}
}
