@article {9877, title = {Genome-wide association meta-analysis in 269,867 individuals identifies new genetic and functional links to intelligence}, journal = {Nature Genetics}, volume = {50}, year = {2018}, month = {Jan-07-2018}, pages = {912 - 919}, abstract = {Intelligence is highly heritable1 and a major determinant of human health and well-being2. Recent genome-wide meta-analyses have identified 24 genomic loci linked to variation in intelligence3-7, but much about its genetic underpinnings remains to be discovered. Here, we present a large-scale genetic association study of intelligence (n = 269,867), identifying 205 associated genomic loci (190 new) and 1,016 genes (939 new) via positional mapping, expression quantitative trait locus (eQTL) mapping, chromatin interaction mapping, and gene-based association analysis. We find enrichment of genetic effects in conserved and coding regions and associations with 146 nonsynonymous exonic variants. Associated genes are strongly expressed in the brain, specifically in striatal medium spiny neurons and hippocampal pyramidal neurons. Gene set analyses implicate pathways related to nervous system development and synaptic structure. We confirm previous strong genetic correlations with multiple health-related outcomes, and Mendelian randomization analysis results suggest protective effects of intelligence for Alzheimer{\textquoteright}s disease and ADHD and bidirectional causation with pleiotropic effects for schizophrenia. These results are a major step forward in understanding the neurobiology of cognitive function as well as genetically related neurological and psychiatric disorders. }, keywords = {Genome-Wide Association Study, Intelligence, Meta-analyses}, issn = {1061-4036}, doi = {10.1038/s41588-018-0152-6}, url = {http://www.nature.com/articles/s41588-018-0152-6http://www.nature.com/articles/s41588-018-0152-6.pdfhttp://www.nature.com/articles/s41588-018-0152-6http://www.nature.com/articles/s41588-018-0152-6.pdf}, author = {Savage, Jeanne E. and Philip R Jansen and Stringer, Sven and Watanabe, Kyoko and Bryois, Julien and Christiaan de Leeuw and Nagel, Mats and Awasthi, Swapnil and Barr, Peter B. and Coleman, Jonathan R. I. and Grasby, Katrina L. and Anke R Hammerschlag and Kaminski, Jakob A. and Karlsson, Robert and Krapohl, Eva and Lam, Max and Nygaard, Marianne and Chandra A Reynolds and Joey W Trampush and Young, Hannah and Zabaneh, Delilah and H{\"a}gg, Sara and Narelle K Hansell and Ida Karlsson and Linnarsson, Sten and Grant W Montgomery and Mu{\~n}oz-Manchado, Ana B. and Quinlan, Erin B. and Schumann, Gunter and Skene, Nathan G. and Webb, Bradley T. and White, Tonya and Dan E Arking and Avramopoulos, Dimitrios and Robert M Bilder and Bitsios, Panos and Katherine E Burdick and Tyrone D. Cannon and Chiba-Falek, Ornit and Christoforou, Andrea and Elizabeth T. Cirulli and Congdon, Eliza and Corvin, Aiden and Gail Davies and Ian J Deary and DeRosse, Pamela and Dickinson, Dwight and Djurovic, Srdjan and Donohoe, Gary and Conley, Emily Drabant and Johan G Eriksson and Espeseth, Thomas and Nelson A. Freimer and Giakoumaki, Stella and Giegling, Ina and Gill, Michael and David C. Glahn and Ahmad R Hariri and Hatzimanolis, Alex and Matthew C Keller and Knowles, Emma and Koltai, Deborah and Konte, Bettina and Lahti, Jari and Stephanie Le Hellard and Lencz, Todd and David C Liewald and London, Edythe and Astri J Lundervold and Anil K. Malhotra and Melle, Ingrid and Morris, Derek and Anna C Need and William E R Ollier and Aarno Palotie and Payton, Antony and Pendleton, Neil and Russell A Poldrack and Katri R{\"a}ikk{\"o}nen and Reinvang, Ivar and Roussos, Panos and Rujescu, Dan and Fred W Sabb and Matthew A Scult and Smeland, Olav B. and Smyrnis, Nikolaos and John M Starr and Vidar M Steen and Nikos C Stefanis and Richard E Straub and Sundet, Kjetil and Henning Tiemeier and Aristotle N Voineskos and Daniel R Weinberger and Elisabeth Widen and Yu, Jin and Gon{\c c}alo R Abecasis and Andreassen, Ole A. and Breen, Gerome and Christiansen, Lene and Debrabant, Birgit and Danielle M. Dick and Heinz, Andreas and Hjerling-Leffler, Jens and Mohammed Arfan Ikram and Kendler, Kenneth S. and Nicholas G Martin and Sarah E Medland and Nancy L Pedersen and Plomin, Robert and Tinca J Polderman and Ripke, Stephan and van der Sluis, Sophie and Patrick F. Sullivan and Scott Vrieze and Margaret J Wright and Posthuma, Danielle} } @article {12131, title = {Genome-wide meta-analysis associates HLA-DQA1/DRB1 and LPA and lifestyle factors with human longevity.}, journal = {Nature Communications}, volume = {8}, year = {2017}, pages = {910}, abstract = {

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

}, keywords = {Alleles, Body Mass Index, Coronary Disease, Education, Genetic Predisposition to Disease, Genome-Wide Association Study, HLA-DQ alpha-Chains, HLA-DRB1 Chains, Humans, Insulin Resistance, Life Style, Lipoprotein(a), Lipoproteins, HDL, Longevity, Lung Neoplasms, Obesity, Polymorphism, Single Nucleotide, Smoking, Socioeconomic factors}, issn = {2041-1723}, doi = {10.1038/s41467-017-00934-5}, author = {Joshi, Peter K and Nicola Pirastu and Kentistou, Katherine A and Fischer, Krista and Edith Hofer and Schraut, Katharina E and Clark, David W and Nutile, Teresa and Barnes, Catriona L K and Paul Rhj Timmers and Shen, Xia and Gandin, Ilaria and McDaid, Aaron F and Hansen, Thomas Folkmann and Gordon, Scott D and Giulianini, Franco and Boutin, Thibaud S and Abdellaoui, Abdel and Zhao, Wei and Medina-Gomez, Carolina and Traci M Bartz and Trompet, Stella and Leslie A Lange and Raffield, Laura and van der Spek, Ashley and Galesloot, Tessel E and Proitsi, Petroula and Yanek, Lisa R and Bielak, Lawrence F and Payton, Antony and Murgia, Federico and Concas, Maria Pina and Biino, Ginevra and Tajuddin, Salman M and Sepp{\"a}l{\"a}, Ilkka and Amin, Najaf and Boerwinkle, Eric and B{\o}rglum, Anders D and Campbell, Archie and Ellen W Demerath and Demuth, Ilja and Jessica Faul and Ford, Ian and Gialluisi, Alessandro and G{\"o}gele, Martin and Graff, Mariaelisa and Aroon Hingorani and Jouke-Jan Hottenga and Hougaard, David M and Hurme, Mikko A and Ikram, M Arfan and Jylh{\"a}, Marja and Kuh, Diana and Ligthart, Lannie and Lill, Christina M and Lindenberger, Ulman and Lumley, Thomas and M{\"a}gi, Reedik and Marques-Vidal, Pedro and Sarah E Medland and Lili Milani and Nagy, Reka and William E R Ollier and Peyser, Patricia A and Pramstaller, Peter P and Ridker, Paul M and Fernando Rivadeneira and Ruggiero, Daniela and Saba, Yasaman and Schmidt, Reinhold and Schmidt, Helena and Slagboom, P Eline and Smith, Blair H and Smith, Jennifer A and Sotoodehnia, Nona and Steinhagen-Thiessen, Elisabeth and van Rooij, Frank J A and Verbeek, Andr{\'e} L and Vermeulen, Sita H and Vollenweider, Peter and Wang, Yunpeng and Werge, Thomas and Whitfield, John B and Alan B Zonderman and Lehtim{\"a}ki, Terho and Michele K Evans and Pirastu, Mario and Fuchsberger, Christian and Bertram, Lars and Pendleton, Neil and Sharon L R Kardia and Ciullo, Marina and Becker, Diane M and Wong, Andrew and Psaty, Bruce M and Cornelia M van Duijn and Wilson, James G and Jukema, J Wouter and Lambertus A Kiemeney and Andr{\'e} G Uitterlinden and Franceschini, Nora and Kari E North and David R Weir and Andres Metspalu and Dorret I Boomsma and Caroline Hayward and Daniel I Chasman and Nicholas G Martin and Sattar, Naveed and Campbell, Harry and T{\~o}nu Esko and Kutalik, Zolt{\'a}n and James F Wilson} } @article {8618, title = {Genetic variants associated with subjective well-being, depressive symptoms, and neuroticism identified through genome-wide analyses.}, journal = {Nat Genet}, volume = {48}, year = {2016}, month = {2016 06}, pages = {624-33}, abstract = {

Very few genetic variants have been associated with depression and neuroticism, likely because of limitations on sample size in previous studies. Subjective well-being, a phenotype that is genetically correlated with both of these traits, has not yet been studied with genome-wide data. We conducted genome-wide association studies of three phenotypes: subjective well-being (n = 298,420), depressive symptoms (n = 161,460), and neuroticism (n = 170,911). We identify 3 variants associated with subjective well-being, 2 variants associated with depressive symptoms, and 11 variants associated with neuroticism, including 2 inversion polymorphisms. The two loci associated with depressive symptoms replicate in an independent depression sample. Joint analyses that exploit the high genetic correlations between the phenotypes (|ρ^| ≈ 0.8) strengthen the overall credibility of the findings and allow us to identify additional variants. Across our phenotypes, loci regulating expression in central nervous system and adrenal or pancreas tissues are strongly enriched for association.

}, keywords = {Anxiety Disorders, Bayes Theorem, depression, Genome-Wide Association Study, Humans, Neuroticism, Phenotype, Polymorphism, Single Nucleotide}, issn = {1546-1718}, doi = {10.1038/ng.3552}, author = {Okbay, Aysu and Baselmans, Bart M L and De Neve, Jan-Emmanuel and Turley, Patrick and Nivard, Michel G and Mark Alan Fontana and Meddens, S Fleur W and Richard Karlsson Linn{\'e}r and Cornelius A Rietveld and Derringer, Jaime and Gratten, Jacob and Lee, James J and Liu, Jimmy Z and de Vlaming, Ronald and Ahluwalia, Tarunveer S and Buchwald, Jadwiga and Cavadino, Alana and Frazier-Wood, Alexis C and Furlotte, Nicholas A and Garfield, Victoria and Geisel, Marie Henrike and Gonzalez, Juan R and Haitjema, Saskia and Karlsson, Robert and van der Laan, Sander W and Ladwig, Karl-Heinz and J. Lahti and Sven J van der Lee and Penelope A Lind and Tian Liu and Lindsay K Matteson and Mihailov, Evelin and Michael B Miller and Minica, Camelia C and Ilja M Nolte and Dennis O Mook-Kanamori and van der Most, Peter J and Christopher J Oldmeadow and Qian, Yong and Olli T Raitakari and Rawal, Rajesh and Realo, Anu and Rueedi, Rico and Schmidt, B{\"o}rge and Albert Vernon Smith and Stergiakouli, Evie and Toshiko Tanaka and Kent D Taylor and Wedenoja, Juho and J{\"u}rgen Wellmann and Westra, Harm-Jan and Willems, Sara M and Wei Zhao and Amin, Najaf and Bakshi, Andrew and Patricia A. Boyle and Cherney, Samantha and Cox, Simon R and Gail Davies and Davis, Oliver S P and Ding, Jun and Nese Direk and Eibich, Peter and Emeny, Rebecca T and Fatemifar, Ghazaleh and Jessica Faul and Luigi Ferrucci and Andreas J Forstner and Gieger, Christian and Gupta, Richa and Tamara B Harris and Harris, Juliette M and Holliday, Elizabeth G and Jouke-Jan Hottenga and Philip L de Jager and Marika A Kaakinen and Kajantie, Eero and Karhunen, Ville and Kolcic, Ivana and Kumari, Meena and Lenore J Launer and Lude L Franke and Li-Gao, Ruifang and Koini, Marisa and Loukola, Anu and Marques-Vidal, Pedro and Grant W Montgomery and Mosing, Miriam A and Paternoster, Lavinia and Pattie, Alison and Katja E Petrovic and Pulkki-Raback, Laura and Quaye, Lydia and Katri R{\"a}ikk{\"o}nen and Rudan, Igor and Rodney J Scott and Jennifer A Smith and Angelina R Sutin and Trzaskowski, Maciej and Anna A E Vinkhuyzen and Lei Yu and Zabaneh, Delilah and John R. Attia and David A Bennett and Klaus Berger and Bertram, Lars and Dorret I Boomsma and Snieder, Harold and Chang, Shun-Chiao and Francesco Cucca and Ian J Deary and Cornelia M van Duijn and Johan G Eriksson and B{\"u}ltmann, Ute and Eco J. C. de Geus and Groenen, Patrick J F and Gudnason, Vilmundur and Hansen, Torben and Catharina A Hartman and Haworth, Claire M A and Caroline Hayward and Andrew C Heath and Hinds, David A and Hypp{\"o}nen, Elina and Iacono, William G and J{\"a}rvelin, Marjo-Riitta and J{\"o}ckel, Karl-Heinz and Kaprio, Jaakko and Sharon L R Kardia and Keltikangas-J{\"a}rvinen, Liisa and Kraft, Peter and Laura D Kubzansky and Lehtim{\"a}ki, Terho and Patrik K E Magnusson and Nicholas G Martin and McGue, Matt and Andres Metspalu and Melinda C Mills and de Mutsert, Ren{\'e}e and Oldehinkel, Albertine J and Pasterkamp, Gerard and Nancy L Pedersen and Plomin, Robert and Polasek, Ozren and Power, Christine and Rich, Stephen S and Rosendaal, Frits R and Hester M. den Ruijter and Schlessinger, David and Schmidt, Helena and Svento, Rauli and Schmidt, Reinhold and Alizadeh, Behrooz Z and Thorkild I. A. S{\o}rensen and Timothy Spector and Andrew Steptoe and Antonio Terracciano and A. Roy Thurik and Nicholas J Timpson and Henning Tiemeier and Andr{\'e} G Uitterlinden and Vollenweider, Peter and Wagner, Gert G and David R Weir and Yang, Jian and Dalton C Conley and Hofman, Albert and Johannesson, Magnus and David I Laibson and Sarah E Medland and Meyer, Michelle N and Pickrell, Joseph K and T{\~o}nu Esko and Krueger, Robert F and Jonathan P. Beauchamp and Philipp D Koellinger and Daniel J. Benjamin and Bartels, Meike and Cesarini, David} } @article {8881, title = {Genome-wide analysis identifies 12 loci influencing human reproductive behavior.}, journal = {Nat Genet}, volume = {48}, year = {2016}, month = {2016 Dec}, pages = {1462-1472}, abstract = {

The genetic architecture of human reproductive behavior-age at first birth (AFB) and number of children ever born (NEB)-has a strong relationship with fitness, human development, infertility and risk of neuropsychiatric disorders. However, very few genetic loci have been identified, and the underlying mechanisms of AFB and NEB are poorly understood. We report a large genome-wide association study of both sexes including 251,151 individuals for AFB and 343,072 individuals for NEB. We identified 12 independent loci that are significantly associated with AFB and/or NEB in a SNP-based genome-wide association study and 4 additional loci associated in a gene-based effort. These loci harbor genes that are likely to have a role, either directly or by affecting non-local gene expression, in human reproduction and infertility, thereby increasing understanding of these complex traits.

}, issn = {1546-1718}, doi = {10.1038/ng.3698}, author = {Nicola Barban and Jansen, Rick and de Vlaming, Ronald and Vaez, Ahmad and Mandemakers, Jornt J and Felix C Tropf and Shen, Xia and James F Wilson and Daniel I Chasman and Ilja M Nolte and Tragante, Vinicius and van der Laan, Sander W and Perry, John R B and Kong, Augustine and Ahluwalia, Tarunveer S and Albrecht, Eva and Laura M Yerges-Armstrong and Atzmon, Gil and Auro, Kirsi and Kristin L. Ayers and Bakshi, Andrew and Ben-Avraham, Danny and Klaus Berger and Bergman, Aviv and Bertram, Lars and Bielak, Lawrence F and Bjornsdottir, Gyda and Bonder, Marc Jan and Broer, Linda and Bui, Minh and Barbieri, Caterina and Cavadino, Alana and Chavarro, Jorge E and Turman, Constance and Maria Pina Concas and Cordell, Heather J and Gail Davies and Eibich, Peter and Eriksson, Nicholas and T{\~o}nu Esko and Eriksson, Joel and Falahi, Fahimeh and Felix, Janine F and Mark Alan Fontana and Lude L Franke and Gandin, Ilaria and Gaskins, Audrey J and Gieger, Christian and Gunderson, Erica P and Guo, Xiuqing and Caroline Hayward and He, Chunyan and Edith Hofer and Huang, Hongyan and Joshi, Peter K and Kanoni, Stavroula and Karlsson, Robert and Kiechl, Stefan and Kifley, Annette and Kluttig, Alexander and Kraft, Peter and Lagou, Vasiliki and Lecoeur, Cecile and Lahti, Jari and Li-Gao, Ruifang and Penelope A Lind and Tian Liu and Makalic, Enes and Mamasoula, Crysovalanto and Lindsay K Matteson and Mbarek, Hamdi and McArdle, Patrick F and McMahon, George and Meddens, S Fleur W and Mihailov, Evelin and Michael B Miller and Missmer, Stacey A and Monnereau, Claire and van der Most, Peter J and Myhre, Ronny and Michael A Nalls and Nutile, Teresa and Ioanna Panagiota Kalafati and Porcu, Eleonora and Prokopenko, Inga and Rajan, Kumar B and Rich-Edwards, Janet and Cornelius A Rietveld and Robino, Antonietta and Rose, Lynda M and Rueedi, Rico and Ryan, Kathleen A and Saba, Yasaman and Schmidt, Daniel and Jennifer A Smith and Stolk, Lisette and Streeten, Elizabeth and T{\"o}njes, Anke and Thorleifsson, Gudmar and Ulivi, Sheila and Wedenoja, Juho and J{\"u}rgen Wellmann and Willeit, Peter and Yao, Jie and Yengo, Loic and Jing Hua Zhao and Wei Zhao and Zhernakova, Daria V and Amin, Najaf and Andrews, Howard and Balkau, Beverley and Barzilai, Nir and Bergmann, Sven and Biino, Ginevra and Bisgaard, Hans and B{\o}nnelykke, Klaus and Dorret I Boomsma and Buring, Julie E and Campbell, Harry and Cappellani, Stefania and Ciullo, Marina and Cox, Simon R and Francesco Cucca and Toniolo, Daniela and Davey-Smith, George and Ian J Deary and George Dedoussis and Deloukas, Panos and Cornelia M van Duijn and Eco J. C. de Geus and Johan G Eriksson and Jessica Faul and Cinzia Felicita Sala and Froguel, Philippe and Paolo P. Gasparini and Giorgia G Girotto and Hans-J{\"o}rgen Grabe and Greiser, Karin Halina and Groenen, Patrick J F and de Haan, Hugoline G and Haerting, Johannes and Tamara B Harris and Andrew C Heath and Heikkil{\"a}, Kauko and Hofman, Albert and Homuth, Georg and Holliday, Elizabeth G and John L Hopper and Hypp{\"o}nen, Elina and Jacobsson, Bo and Vincent Jaddoe and Johannesson, Magnus and Jugessur, Astanand and K{\"a}h{\"o}nen, Mika and Kajantie, Eero and Sharon L R Kardia and Keavney, Bernard and Kolcic, Ivana and Koponen, P{\"a}ivikki and Kovacs, Peter and Kronenberg, Florian and Kutalik, Zolt{\'a}n and La Bianca, Martina and Lachance, Genevieve and Iacono, William G and Lai, Sandra and Lehtim{\"a}ki, Terho and David C Liewald and Lindgren, Cecilia M and Yongmei Liu and Luben, Robert and Lucht, Michael and Luoto, Riitta and Magnus, Per and Patrik K E Magnusson and Nicholas G Martin and McGue, Matt and McQuillan, Ruth and Sarah E Medland and Meisinger, Christa and Mellstr{\"o}m, Dan and Andres Metspalu and Traglia, Michela and Lili Milani and Mitchell, Paul and Grant W Montgomery and Dennis O Mook-Kanamori and de Mutsert, Ren{\'e}e and Nohr, Ellen A and Ohlsson, Claes and Olsen, J{\o}rn and Ong, Ken K and Paternoster, Lavinia and Pattie, Alison and Brenda W J H Penninx and Markus Perola and Peyser, Patricia A and Pirastu, Mario and Polasek, Ozren and Power, Chris and Kaprio, Jaakko and Raffel, Leslie J and Katri R{\"a}ikk{\"o}nen and Olli T Raitakari and Ridker, Paul M and Ring, Susan M and Roll, Kathryn and Rudan, Igor and Ruggiero, Daniela and Rujescu, Dan and Veikko Salomaa and Schlessinger, David and Schmidt, Helena and Schmidt, Reinhold and Schupf, Nicole and Johannes H Smit and Sorice, Rossella and Timothy Spector and John M Starr and St{\"o}ckl, Doris and Strauch, Konstantin and Stumvoll, Michael and Swertz, Morris A and Thorsteinsdottir, Unnur and A. Roy Thurik and Nicholas J Timpson and Tung, Joyce Y and Andr{\'e} G Uitterlinden and Vaccargiu, Simona and Viikari, Jorma and Vitart, Veronique and V{\"o}lzke, Henry and Vollenweider, Peter and Vuckovic, Dragana and Waage, Johannes and Wagner, Gert G and Wang, Jie Jin and Wareham, Nicholas J and David R Weir and Gonneke Willemsen and Willeit, Johann and Alan F Wright and Krina T Zondervan and Stefansson, Kari and Krueger, Robert F and Lee, James J and Daniel J. Benjamin and Cesarini, David and Philipp D Koellinger and den Hoed, Marcel and Snieder, Harold and Melinda C Mills} } @article {8883, title = {Genome-wide association study identifies 74 loci associated with educational attainment.}, journal = {Nature}, volume = {533}, year = {2016}, month = {2016 05 26}, pages = {539-42}, abstract = {

Educational attainment is strongly influenced by social and other environmental factors, but genetic factors are estimated to account for at least 20\% of the variation across individuals. Here we report the results of a genome-wide association study (GWAS) for educational attainment that extends our earlier discovery sample of 101,069 individuals to 293,723 individuals, and a replication study in an independent sample of 111,349 individuals from the UK Biobank. We identify 74 genome-wide significant loci associated with the number of years of schooling completed. Single-nucleotide polymorphisms associated with educational attainment are disproportionately found in genomic regions regulating gene expression in the fetal brain. Candidate genes are preferentially expressed in neural tissue, especially during the prenatal period, and enriched for biological pathways involved in neural development. Our findings demonstrate that, even for a behavioural phenotype that is mostly environmentally determined, a well-powered GWAS identifies replicable associated genetic variants that suggest biologically relevant pathways. Because educational attainment is measured in large numbers of individuals, it will continue to be useful as a proxy phenotype in efforts to characterize the genetic influences of related phenotypes, including cognition and neuropsychiatric diseases.

}, keywords = {Alzheimer{\textquoteright}s disease, Bipolar Disorder, Cognitive Ability, Education, Fetus, Genome-Wide Association Study, Humans, Molecular Sequence Annotation, Polymorphism, Single Nucleotide, Schizophrenia, United Kingdom}, issn = {1476-4687}, doi = {10.1038/nature17671}, author = {Okbay, Aysu and Jonathan P. Beauchamp and Mark Alan Fontana and Lee, James J and Pers, Tune H and Cornelius A Rietveld and Turley, Patrick and Chen, Guo-Bo and Emilsson, Valur and Meddens, S Fleur W and Oskarsson, Sven and Pickrell, Joseph K and Thom, Kevin and Pascal N Timshel and de Vlaming, Ronald and Abdel Abdellaoui and Ahluwalia, Tarunveer S and Bacelis, Jonas and Baumbach, Clemens and Bjornsdottir, Gyda and Brandsma, Johannes H and Maria Pina Concas and Derringer, Jaime and Furlotte, Nicholas A and Galesloot, Tessel E and Giorgia G Girotto and Gupta, Richa and Hall, Leanne M and Sarah E Harris and Edith Hofer and Horikoshi, Momoko and Huffman, Jennifer E and Kaasik, Kadri and Ioanna Panagiota Kalafati and Karlsson, Robert and Kong, Augustine and Lahti, Jari and Sven J van der Lee and Christiaan de Leeuw and Penelope A Lind and Lindgren, Karl-Oskar and Tian Liu and Mangino, Massimo and Marten, Jonathan and Mihailov, Evelin and Michael B Miller and van der Most, Peter J and Christopher J Oldmeadow and Payton, Antony and Pervjakova, Natalia and Wouter J Peyrot and Qian, Yong and Olli T Raitakari and Rueedi, Rico and Salvi, Erika and Schmidt, B{\"o}rge and Schraut, Katharina E and Jianxin Shi and Albert Vernon Smith and Poot, Raymond A and St Pourcain, Beate and Teumer, Alexander and Thorleifsson, Gudmar and Verweij, Niek and Vuckovic, Dragana and J{\"u}rgen Wellmann and Westra, Harm-Jan and Yang, Jingyun and Wei Zhao and Zhihong Zhu and Alizadeh, Behrooz Z and Amin, Najaf and Bakshi, Andrew and Baumeister, Sebastian E and Biino, Ginevra and B{\o}nnelykke, Klaus and Patricia A. Boyle and Campbell, Harry and Cappuccio, Francesco P and Gail Davies and De Neve, Jan-Emmanuel and Deloukas, Panos and Demuth, Ilja and Ding, Jun and Eibich, Peter and Eisele, Lewin and Eklund, Niina and Jessica Faul and Feitosa, Mary F and Andreas J Forstner and Gandin, Ilaria and Gunnarsson, Bjarni and Halld{\'o}rsson, Bjarni V and Tamara B Harris and Andrew C Heath and Lynne J Hocking and Holliday, Elizabeth G and Homuth, Georg and Horan, Michael A and Jouke-Jan Hottenga and Philip L de Jager and Joshi, Peter K and Jugessur, Astanand and Marika A Kaakinen and K{\"a}h{\"o}nen, Mika and Kanoni, Stavroula and Keltigangas-J{\"a}rvinen, Liisa and Lambertus A Kiemeney and Kolcic, Ivana and Koskinen, Seppo and Kraja, Aldi T and Kroh, Martin and Kutalik, Zolt{\'a}n and Latvala, Antti and Lenore J Launer and Lebreton, Ma{\"e}l P and Douglas F Levinson and Paul Lichtenstein and Lichtner, Peter and David C Liewald and Loukola, Anu and Pamela A F Madden and M{\"a}gi, Reedik and M{\"a}ki-Opas, Tomi and Riccardo E Marioni and Marques-Vidal, Pedro and Meddens, Gerardus A and McMahon, George and Meisinger, Christa and Meitinger, Thomas and Milaneschi, Yusplitri and Lili Milani and Grant W Montgomery and Myhre, Ronny and Nelson, Christopher P and Nyholt, Dale R and William E R Ollier and Aarno Palotie and Paternoster, Lavinia and Nancy L Pedersen and Katja E Petrovic and David J Porteous and Katri R{\"a}ikk{\"o}nen and Ring, Susan M and Robino, Antonietta and Rostapshova, Olga and Rudan, Igor and Rustichini, Aldo and Veikko Salomaa and Sanders, Alan R and Sarin, Antti-Pekka and Schmidt, Helena and Rodney J Scott and Smith, Blair H and Jennifer A Smith and Staessen, Jan A and Steinhagen-Thiessen, Elisabeth and Strauch, Konstantin and Antonio Terracciano and Tobin, Martin D and Ulivi, Sheila and Vaccargiu, Simona and Quaye, Lydia and van Rooij, Frank J A and Venturini, Cristina and Anna A E Vinkhuyzen and V{\"o}lker, Uwe and V{\"o}lzke, Henry and Vonk, Judith M and Vozzi, Diego and Waage, Johannes and Erin B Ware and Gonneke Willemsen and John R. Attia and David A Bennett and Klaus Berger and Bertram, Lars and Bisgaard, Hans and Dorret I Boomsma and Ingrid B Borecki and B{\"u}ltmann, Ute and Chabris, Christopher F and Francesco Cucca and Cusi, Daniele and Ian J Deary and George Dedoussis and Cornelia M van Duijn and Johan G Eriksson and Franke, Barbara and Lude L Franke and Paolo P. Gasparini and Gejman, Pablo V and Gieger, Christian and Hans-J{\"o}rgen Grabe and Gratten, Jacob and Groenen, Patrick J F and Gudnason, Vilmundur and van der Harst, Pim and Caroline Hayward and Hinds, David A and Hoffmann, Wolfgang and Hypp{\"o}nen, Elina and Iacono, William G and Jacobsson, Bo and J{\"a}rvelin, Marjo-Riitta and J{\"o}ckel, Karl-Heinz and Kaprio, Jaakko and Sharon L R Kardia and Lehtim{\"a}ki, Terho and Lehrer, Steven F and Patrik K E Magnusson and Nicholas G Martin and McGue, Matt and Andres Metspalu and Pendleton, Neil and Brenda W J H Penninx and Markus Perola and Nicola Pirastu and Pirastu, Mario and Polasek, Ozren and Posthuma, Danielle and Power, Christine and Province, Michael A and Nilesh J Samani and Schlessinger, David and Schmidt, Reinhold and Thorkild I. A. S{\o}rensen and Timothy Spector and Stefansson, Kari and Thorsteinsdottir, Unnur and A. Roy Thurik and Nicholas J Timpson and Henning Tiemeier and Tung, Joyce Y and Andr{\'e} G Uitterlinden and Vitart, Veronique and Vollenweider, Peter and David R Weir and James F Wilson and Alan F Wright and Dalton C Conley and Krueger, Robert F and George Davey Smith and Hofman, Albert and David I Laibson and Sarah E Medland and Meyer, Michelle N and Yang, Jian and Johannesson, Magnus and Peter M Visscher and T{\~o}nu Esko and Philipp D Koellinger and Cesarini, David and Daniel J. Benjamin} } @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 = {

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.

}, 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} } @article {8620, title = {GWAS of 126,559 individuals identifies genetic variants associated with educational attainment.}, journal = {Science}, volume = {340}, year = {2013}, month = {2013 Jun 21}, pages = {1467-71}, abstract = {

A genome-wide association study (GWAS) of educational attainment was conducted in a discovery sample of 101,069 individuals and a replication sample of 25,490. Three independent single-nucleotide polymorphisms (SNPs) are genome-wide significant (rs9320913, rs11584700, rs4851266), and all three replicate. Estimated effects sizes are small (coefficient of determination R(2) ≈ 0.02\%), approximately 1 month of schooling per allele. A linear polygenic score from all measured SNPs accounts for ≈2\% of the variance in both educational attainment and cognitive function. Genes in the region of the loci have previously been associated with health, cognitive, and central nervous system phenotypes, and bioinformatics analyses suggest the involvement of the anterior caudate nucleus. These findings provide promising candidate SNPs for follow-up work, and our effect size estimates can anchor power analyses in social-science genetics.

}, keywords = {Cognition, Educational Status, Endophenotypes, Female, Genetic Loci, Genome-Wide Association Study, Humans, Male, Multifactorial Inheritance, Polymorphism, Single Nucleotide}, issn = {1095-9203}, doi = {10.1126/science.1235488}, author = {Cornelius A Rietveld and Sarah E Medland and Derringer, Jaime and Yang, Jian and T{\~o}nu Esko and Martin, Nicolas W and Westra, Harm-Jan and Shakhbazov, Konstantin and Abdel Abdellaoui and Agrawal, Arpana and Albrecht, Eva and Alizadeh, Behrooz Z and Amin, Najaf and Barnard, John and Baumeister, Sebastian E and Benke, Kelly S and Bielak, Lawrence F and Boatman, Jeffrey A and Patricia A. Boyle and Gail Davies and Christiaan de Leeuw and Eklund, Niina and Daniel S Evans and Rudolf Ferhmann and Fischer, Krista and Gieger, Christian and Gjessing, H{\r a}kon K and H{\"a}gg, Sara and Harris, Jennifer R and Caroline Hayward and Holzapfel, Christina and Carla A Ibrahim-Verbaas and Ingelsson, Erik and Jacobsson, Bo and Joshi, Peter K and Jugessur, Astanand and Marika A Kaakinen and Kanoni, Stavroula and Karjalainen, Juha and Kolcic, Ivana and Kristiansson, Kati and Kutalik, Zolt{\'a}n and J. Lahti and Lee, Sang H and Lin, Peng and Penelope A Lind and Yongmei Liu and Kurt Lohman and Loitfelder, Marisa and McMahon, George and Vidal, Pedro Marques and Osorio Meirelles and Lili Milani and Myhre, Ronny and Nuotio, Marja-Liisa and Christopher J Oldmeadow and Katja E Petrovic and Wouter J Peyrot and Polasek, Ozren and Quaye, Lydia and Reinmaa, Eva and Rice, John P and Rizzi, Thais S and Schmidt, Helena and Schmidt, Reinhold and Albert Vernon Smith and Jennifer A Smith and Toshiko Tanaka and Antonio Terracciano and van der Loos, Matthijs J H M and Vitart, Veronique and V{\"o}lzke, Henry and J{\"u}rgen Wellmann and Lei Yu and Wei Zhao and Allik, J{\"u}ri and John R. Attia and Bandinelli, Stefania and Bastardot, Fran{\c c}ois and Jonathan P. Beauchamp and David A Bennett and Klaus Berger and Laura Bierut and Dorret I Boomsma and B{\"u}ltmann, Ute and Campbell, Harry and Chabris, Christopher F and Cherkas, Lynn and Chung, Mina K and Francesco Cucca and de Andrade, Mariza and Philip L de Jager and De Neve, Jan-Emmanuel and Ian J Deary and George Dedoussis and Deloukas, Panos and Dimitriou, Maria and Gu{\dh}ny Eir{\'\i}ksd{\'o}ttir and Elderson, Martin F and Johan G Eriksson and Jessica Faul and Luigi Ferrucci and Melissa E Garcia and Gr{\"o}nberg, Henrik and Gu{\dh}nason, Vilmundur and Hall, Per and Harris, Juliette M and Tamara B Harris and Nicholas D Hastie and Andrew C Heath and Dena G Hernandez and Hoffmann, Wolfgang and Hofman, Adriaan and Holle, Rolf and Holliday, Elizabeth G and Jouke-Jan Hottenga and Iacono, William G and Illig, Thomas and J{\"a}rvelin, Marjo-Riitta and K{\"a}h{\"o}nen, Mika and Kaprio, Jaakko and Kirkpatrick, Robert M and Kowgier, Matthew and Latvala, Antti and Lenore J Launer and Lawlor, Debbie A and Lehtim{\"a}ki, Terho and Li, Jingmei and Paul Lichtenstein and Lichtner, Peter and David C Liewald and Pamela A F Madden and Patrik K E Magnusson and M{\"a}kinen, Tomi E and Masala, Marco and McGue, Matt and Andres Metspalu and Mielck, Andreas and Michael B Miller and Grant W Montgomery and Mukherjee, Sutapa and Nyholt, Dale R and Ben A Oostra and Palmer, Lyle J and Aarno Palotie and Brenda W J H Penninx and Markus Perola and Peyser, Patricia A and Preisig, Martin and Katri R{\"a}ikk{\"o}nen and Olli T Raitakari and Realo, Anu and Ring, Susan M and Ripatti, Samuli and Fernando Rivadeneira and Rudan, Igor and Rustichini, Aldo and Veikko Salomaa and Sarin, Antti-Pekka and Schlessinger, David and Rodney J Scott and Snieder, Harold and St Pourcain, Beate and John M Starr and Sul, Jae Hoon and Surakka, Ida and Svento, Rauli and Teumer, Alexander and Henning Tiemeier and van Rooij, Frank J A and Van Wagoner, David R and Vartiainen, Erkki and Viikari, Jorma and Vollenweider, Peter and Vonk, Judith M and Waeber, G{\'e}rard and David R Weir and Wichmann, H-Erich and Elisabeth Widen and Gonneke Willemsen and James F Wilson and Alan F Wright and Dalton C Conley and Davey-Smith, George and Lude L Franke and Groenen, Patrick J F and Hofman, Albert and Johannesson, Magnus and Sharon L R Kardia and Krueger, Robert F and David I Laibson and Nicholas G Martin and Meyer, Michelle N and Posthuma, Danielle and A. Roy Thurik and Nicholas J Timpson and Andr{\'e} G Uitterlinden and Cornelia M van Duijn and Peter M Visscher and Daniel J. Benjamin and Cesarini, David and Philipp D Koellinger} }