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Ripatti, Samuli

0000-0002-0504-1202

Mayo Clinic

Oslo University Hospital

Citations 5

Shared genetic risk between eating disorder‐ and substance‐use‐related phenotypes: Evidence from genome‐wide association studies
Munn‐Chernoff, Melissa A. , Chou, Yi‐Ling, Coleman, Jonathan R. I. , Thornton, Laura M. , Walters, Raymond K. , Yılmaz, Zeynep , Baker, Jessica H. , Hübel, Christopher , Medland, Sarah E. , Hinney, Anke , Leppä, Virpi , Mattheisen, Manuel , Ripke, Stephan , Yao, Shuyang , Giusti‐Rodríguez, Paola , Hanscombe, Ken B. , Adan, Roger A.H. , Ando, Tetsuya , Berrettini, Wade H., Boehm, Ilka , Boni, Claudette, Perica, Vesna Boraska , Buehren, Katharina, Burghardt, Roland , Cassina, Matteo , Cichon, Sven , Clementi, Maurizio , Courtet, Philippe, Crowley, James J. , Danner, Unna N. , Davis, Oliver S. P. , Zwaan, Martina de, Degortes, Daniela, DeSocio, Janiece E., Dick, Danielle M., Dikeos, Dimitris, Dina, Christian , Dmitrzak‐Węglarz, Monika , Docampo, Elisa, Duncan, Laramie E. , Egberts, Karin , Ehrlich, Stefan , Escaramís, Geòrgia, Estivill, Xavier , Farmer, Anne, Favaro, Angela , Fernández‐Aranda, Fernando , Fichter, Manfred M., Fischer, Krista , Föcker, Manuel , Foretová, Lenka , Forstner, Andreas J. , Franklin, Christopher S., Gallinger, Steven , Giegling, Ina , Giuranna, Johanna, Gonidakis, Fragiskos , Gorwood, Philip , Mayora, Monica Gratacos, Guo, Yiran , Håkonarson, Håkon , Hatzikotoulas, Konstantinos , Hebebrand, Johannes , Helder, Sietske G., Herpertz‐Dahlmann, Beate, Herzog, Wolfgang , Huckins, Laura M. , Hudson, James I. , Imgart, Hartmut , Inoko, Hidetoshi , Janout, Vladimí­r , Jiménez‐Múrcia, Susana , Kalsi, Gursharan , Kaminská, Deborah , Karwautz, Andreas , Kas, Martien J. , Keski‐Rahkonen, Anna , Kiezebrink, Kirsty , Kim, Youl‐Ri , Klump, Kelly L. , Knudsen, Gun Peggy , Via, Maria C. La, Hellard, Stéphanie Le , Levitan, Robert D., Lilenfeld, Lisa , Lin, Bochao , Lissowska, Jolanta , Luykx, Jurjen J. , Magistretti, Pierre J. , Maj, Mario , Männik, Katrin , Marsal, Sara , Marshall, Christian R. , McDevitt, Sara , McGuffin, Peter, Meulenbelt, Ingrid, Navratilova, Marie, Ντάλλα, Ιωάννα , O’Toole, Julie K., Padyukov, Leonid , Palotie, Aarno , Pantel, Jacques , Papežová, Hana , Pinto, Dalila , Rabionet, Raquel , Raevuori, Anu , Ramoz, Nicolás , Reichborn‐Kjennerud, Ted , Ricca, Valdo , Ritschel, Franziska , Roberts, Marion, Rotondo, Alessandro, Rujescu, Dan, Rybakowski, Filip , Scherer, Stephen W. , Schmidt, Ulrike , Schork, Nicholas J. , Schosser, Alexandra , Šlachtová, Lenka , Landt, M , Slopien, Agnieszka, Sorbi, Sandro , Świątkowska, Beata , Szatkiewicz, Jin P., Tachmazidou, Ioanna, Tenconi, Elena, Tortorella, Alfonso , Tozzi, Federica, Treasure, Janet , Tziouvas, Konstantinos , Elburg, Annemarie , Furth, Eric F. van , Wagner, Gudrun , Walton, Esther , Widén, Elisabeth , Zerwas, Stephanie , Zipfel, Stephan, Bergen, Andrew W. , Brandt, Harry, Crawford, Steven , Halmi, Katherine A. , Johnson, Craig, Kaplan, Allan S. , Kaye, Walter H. , Mitchell, James E. , Olsen, Catherine M. , Pedersen, Nancy L. , Strober, Michael, Whiteman, David C. , Woodside, D. Blake , Grove, Jakob , Henders, Anjali K. , Larsen, Janne Tidselbak , Petersen, Liselotte , Jordan, Jennifer , Kennedy, Martin A. , Birgegård, Andreas , Landén, Mikael , Polimanti, Renato , McClintick, Jeanette N. , Adkins, Amy , Alıev, Fazil , Bacanu, Silviu‐Alin , Batzler, Anthony , Bertelsen, Sarah , Chen, Li‐Shiun , Degenhardt, Franziska , Docherty, Anna R. , Edwards, Alexis C. , Foo, Jerome C. , Fox, Louis , Frank, Josef , Hack, Laura M. , Hartmann, Annette M. , Hartz, Sarah M. , Hodgkinson, Colin A. , Hottenga, Jouke‐Jan, Konte, Bettina , Lahti, Jari , Lahti‐Pulkkinen, Marius , Ligthart, Lannie , Loukola, Anu , Maher, Brion S. , Mbarek, Hamdi , McIntosh, Andrew M. , McQueen, Matthew B. , Meyers, Jacquelyn L. , Milaneschi, Yuri , Palviainen, Teemu , Ryu, Euijung , Saccone, Nancy L. , Salvatore, Jessica E. , Streit, Fabian , Wang, Jen‐Chyong , Webb, Bradley T. , Wetherill, Leah , Wills, Amanda G. , Zhou, Hang , Boardman, Jason D., Chen, Danfeng , Copeland, William , Culverhouse, Robert , Dahmen, Norbert, Domingue, Benjamin W. , Frye, Mark A. , Gäebel, Wolfgang , Ising, Marcus, Keyes, Margaret A., Kiefer, Falk , Koller, Gabriele , Kuperman, Samuel , Lucae, Susanne , Lynskey, Michael T. , Maier, Wolfgang , Müller‐Myhsok, Bertram , Preuss, Ulrich W. , Räikkönen, Katri , Reynolds, Maureen , Ridinger, Monika , Schuckit, Marc A. , Soyka, Michael , Wodarz, Norbert , Zill, Peter , Adkins, Daniel E. , Bucholz, Kathleen K. , Diazgranados, Nancy , Goate, Alison , Goldman, David , Hancock, Dana B. , Hewitt, John K. , Johnson, Eric O. , Krauter, Kenneth , Lind, Penelope A. , McGue, Matt , MacKillop, James , Madden, Pamela A. F. , Maes, Hermine H. , Magnusson, Patrik K. E. , Nelson, Elliot C. , Nöthen, Markus M. , Penninx, Brenda W.J.H. , Porjesz, Bernice , Rice, John P. , Rose, Richard J. , Shen, Pei‐Hong , Silberg, Judy L. , Tarter, Ralph E. , Vrieze, Scott , Zhao, Hongyu , Neale, Benjamin M. , Wade, Tracey , Sullivan, Patrick F., Kaprio, Jaakko , Breen, Gerome , Hottenga, Jouke‐Jan , Hakonarson, Hakon , Lissowska, Jolanta , Kennedy, Martin A , Ehrlich, Stefan , Hottenga, Jouke-Jan , Walton, Esther , Cichon, Sven , Luykx, Jurjen J , Nöthen, Markus M , Le Hellard, Stephanie , Penninx, Brenda W J H , Medland, Sarah E , Rabionet, Raquel , Estivil, Xavier , Padyukov, Leonid , Świątkowska, Beata , Dina, Christian , Palotie, Aarno V. , Ripke, Stephan , Whiteman, David C , Scherer, Stephen W , Tortorella, Alfonso , Streit, Fabian , Egberts, Karin , Goate, Alison M , Docherty, Anna R , Johnson, Eric O , Coleman, Jonathan Ri , Johnson, Emma C. , Gordon, Scott D. , Watson, Hunna J. , Gaspar, Héléna A. , Bryois, Julien , Alfredsson, Lars , Andreassen, Ole A. , Boehm, Ilka , Cone, Roger D. , Courtet, Philippe , Crow, Scott J. , Dedoussis, George , Dick, Danielle M. , Dikeos, Dimitris , Escaramís, Geòrgia , Esko, Tõnu , Forzan, Monica , Guillaume, Sébastien , Hauser, Joanna , Herms, Stefan , Herpertz-Dahlmann, Beate , Julià, Antonio , Karhunen, Leila J. , Kennedy, James L. , Li, Dong , Mattingsdal, Morten , Metspalu, Andres , Micali, Nadia , Mitchell, Karen S. , Monteleone, Alessio Maria , Monteleone, Palmiero , Nacmias, Benedetta , Ophoff, Roel A. , Ripatti, Samuli , Roberts, Marion , Santonastaso, Paolo , Scherag, André , Seitz, Jochen , Slagboom, P. Eline , Tenconi, Elena , Τσίτσικα, Άρτεμις , Tyszkiewicz‐Nwafor, Marta , Zeggini, Eleftheria , Boden, Joseph M. , Horwood, L. John , Pearson, John F , Werge, Thomas Mears , Parker, Richard , Lichtenstein, Paul , Norring, Claes E. A. , Mortensen, Preben Bo , Biernacka, Joanna M. , Bigdeli, Tim B. , Clarke, Toni‐Kim , Heilmann‐Heimbach, Stefanie , Hoffmann, Per , Lai, Dongbing , Peterson, Roseann Elizabeth , Sanchez-Roige, Sandra , Schwandt, Melanie L. , Sherva, Richard , Strohmaier, Jana , Thomas, Nathaniel , Wedow, Robbee , Boardman, Jason D., Choi, Doo‐Sup , Degenhardt, Louisa J , Hayward, Caroline , Kramer, John R. , Mann, Karl F , Männistö, Satu , Murray, Alison D. , Nurnberger, John I , Scherbaum, Norbert , Treutlein, Jens , Witt, Stephanie H. , Boomsma, Dorret I , Bierut, Laura Jean , Brown, Sandra A. , Costello, E. Jane , Wit, Harriet de , Eriksson, Johan G. , Farrer, Lindsay A. , Foroud, Tatiana , Gillespie, Nathan A. , Grucza, Richard A. , Harris, Kathleen Mullan , HESSELBROCK, VICTOR M. , Hopfer, Christian Jean , Iacono, William G. , Karpyak, Victor M. , Kendler, Kenneth S. , Kranzler, Henry R. , Palmer, Abraham A. , Rietschel, Marcella , Riley, Brien P. , Stallings, Michael C. , Vanyukov, Michael M. , Wall, Tamara L. , Whitfield, John B. , Heath, Andrew C. , Montgomery, Grant W. , Martin, Nicholas G. , Gelernter, Joel E. , Edenberg, Howard J , Bulik, Cynthia Marie , Agrawal, Arpana , Webb, Bradley T.

Addiction Biology | February 17, 2020 | Volume: 26 | Issue: 1 | Pages: No page available

10.1111/adb.12880 Get It

Abstract Eating disorders and substance use disorders frequently co‐occur. Twin studies reveal shared genetic variance between liabilities to eating disorders and substance use, with the strongest associations between symptoms of bulimia nervosa and problem alcohol use (genetic correlation [ r g ], twin‐based = 0.23‐0.53). We estimated the genetic correlation between eating disorder and substance use and disorder phenotypes using data from genome‐wide association studies (GWAS). Four eating disorder phenotypes (anorexia nervosa [AN], AN with binge eating, AN without binge eating, and a bulimia nervosa factor score), and eight substance‐use‐related phenotypes (drinks per week, alcohol use disorder [AUD], smoking initiation, current smoking, cigarettes per day, nicotine dependence, cannabis initiation, and cannabis use disorder) from eight studies were included. Significant genetic correlations were adjusted for variants associated with major depressive disorder and schizophrenia. Total study sample sizes per phenotype ranged from ~2400 to ~537 000 individuals. We used linkage disequilibrium score regression to calculate single nucleotide polymorphism‐based genetic correlations between eating disorder‐ and substance‐use‐related phenotypes. Significant positive genetic associations emerged between AUD and AN ( r g = 0.18; false discovery rate q = 0.0006), cannabis initiation and AN ( r g = 0.23; q < 0.0001), and cannabis initiation and AN with binge eating ( r g = 0.27; q = 0.0016). Conversely, significant negative genetic correlations were observed between three nondiagnostic smoking phenotypes (smoking initiation, current smoking, and cigarettes per day) and AN without binge eating ( r gs = −0.19 to −0.23; qs < 0.04). The genetic correlation between AUD and AN was no longer significant after co‐varying for major depressive disorder loci. The patterns of association between eating disorder‐ and substance‐use‐related phenotypes highlights the potentially complex and substance‐specific relationships among these behaviors.
Mendelian randomisation implicates hyperlipidaemia as a risk factor for colorectal cancer
Rodriguez‐Broadbent, Henry , Law, Philip , Sud, Amit , Palin, Kimmo , Tuupanen, Sari, Gylfe, Alexandra E., Hänninen, Ulrika A. , Cajuso, Tatiana , Tanskanen, Tomas , Kondelin, Johanna , Kaasinen, Eevi , Sarin, Antti‐Pekka , Rissanen, Harri , Knekt, Paul , Jousilahti, Pekka , Palotie, Aarno , Renkonen‐Sinisalo, Laura , Lepistö, Anna , Böhm, Jan , Mecklin, Jukka‐Pekka , Tassan, Nada Al , Palles, Claire , Martin, Lynn , Barclay, Ella, Farrington, Susan M. , Timofeeva, Maria , Wakil, Salma M. , Campbell, Harry , Idziaszczyk, Shelley, Kaplan, Richard , Kerr, Rachel , Kerr, David , Passarelli, Michael N. , Figueiredo, Jane C. , Buchanan, Daniel D. , Win, Aung Ko , Jenkins, Mark A. , Lindor, Noralane M. , Gallinger, Steven , Conti, David V. , Schumacher, Fredrick R. , Casey, Graham , Aaltonen, Lauri A. , Cheadle, Jeremy P. , Tomlinson, Ian , Dunlop, Malcolm G. , Houlston, Richard S. , Law, Philip J , Buchanan, Daniel D , Win, Aung K , Ripatti, Samuli , Eriksson, Johan G. , Pukkala, ­Eero , Salomaa, Veikko , Palotie, Aarno V. , Meyer, Brian F. , Smith, Christopher G. , Maughan, Tim , Hopper, John L. , Newcomb, Polly A. , Houlston, Richard S , Jenkins, Mark A , Kaplan, Richard , Kerr, Rachel , Palles, Claire , Conti, David V

International Journal of Cancer | March 25, 2017 | Volume: 140 | Issue: 12 | Pages: 2701-2708

10.1002/ijc.30709 Get It

While elevated blood cholesterol has been associated with an increased risk of colorectal cancer (CRC) in observational studies, causality is uncertain. Here we apply a Mendelian randomisation (MR) analysis to examine the potential causal relationship between lipid traits and CRC risk. We used single nucleotide polymorphisms (SNPs) associated with blood levels of total cholesterol (TC), triglyceride (TG), low‐density lipoprotein (LDL), and high‐density lipoprotein (HDL) as instrumental variables (IV). We calculated MR estimates for each risk factor with CRC using SNP‐CRC associations from 9,254 cases and 18,386 controls. Genetically predicted higher TC was associated with an elevated risk of CRC (odds ratios (OR) per unit SD increase = 1.46, 95% confidence interval [CI]: 1.20–1.79, p = 1.68 × 10−4). The pooled ORs for LDL, HDL, and TG were 1.05 (95% CI: 0.92–1.18, p = 0.49), 0.94 (95% CI: 0.84–1.05, p = 0.27), and 0.98 (95% CI: 0.85–1.12, p = 0.75) respectively. A genetic risk score for 3‐hydoxy‐3‐methylglutaryl‐coenzyme A reductase (HMGCR) to mimic the effects of statin therapy was associated with a reduced CRC risk (OR = 0.69, 95% CI: 0.49–0.99, p = 0.046). This study supports a causal relationship between higher levels of TC with CRC risk, and a further rationale for implementing public health strategies to reduce the prevalence of hyperlipidaemia.
Pharmacogenomics of Hypertension: A Genome‐Wide, Placebo‐Controlled Cross‐Over Study, Using Four Classes of Antihypertensive Drugs
Hiltunen, Timo P. , Donner, Kati , Sarin, Antti‐Pekka, Saarela, Janna , Chapman, Arlene B. , Gums, John G. , Frau, Francesca , Glorioso, Valeria, Zaninello, Roberta, Salvi, Erika , Glorioso, Nicola, Boerwinkle, Eric , Johnson, Julie A. , Kontula, Kimmo , Ripatti, Samuli , Gong, Yan , Cooper‐DeHoff, Rhonda M. , Turner, Stephen T.

Journal of the American Heart Association | January 10, 2015 | Volume: 4 | Issue: 1 | Pages: No page available

10.1161/jaha.114.001521 Get It

Background Identification of genetic markers of antihypertensive drug responses could assist in individualization of hypertension treatment. Methods and Results We conducted a genome‐wide association study to identify gene loci influencing the responsiveness of 228 male patients to 4 classes of antihypertensive drugs. The Genetics of Drug Responsiveness in Essential Hypertension ( GENRES ) study is a double‐blind, placebo‐controlled cross‐over study where each subject received amlodipine, bisoprolol, hydrochlorothiazide, and losartan, each as a monotherapy, in a randomized order. Replication analyses were performed in 4 studies with patients of European ancestry ( PEAR Study, N=386; GERA I and II Studies, N=196 and N=198; SOPHIA Study, N=372). We identified 3 single‐nucleotide polymorphisms within the ACY 3 gene that showed associations with bisoprolol response reaching genome‐wide significance ( P <5×10 −8 ); however, this could not be replicated in the PEAR Study using atenolol. In addition, 39 single‐nucleotide polymorphisms showed P values of 10 −5 to 10 −7 . The 20 top‐associated single‐nucleotide polymorphisms were different for each antihypertensive drug. None of these top single‐nucleotide polymorphisms co‐localized with the panel of >40 genes identified in genome‐wide association studies of hypertension. Replication analyses of GENRES results provided suggestive evidence for a missense variant (rs3814995) in the NPHS 1 (nephrin) gene influencing losartan response, and for 2 variants influencing hydrochlorothiazide response, located within or close to the ALDH 1A3 (rs3825926) and CLIC 5 (rs321329) genes. Conclusions These data provide some evidence for a link between biology of the glomerular protein nephrin and antihypertensive action of angiotensin receptor antagonists and encourage additional studies on aldehyde dehydrogenase–mediated reactions in antihypertensive drug action.
Genomic Association Analysis of Common Variants Influencing Antihypertensive Response to Hydrochlorothiazide
Boerwinkle, Eric , O’Connell, Jeffrey R. , Bailey, Kent R. , Chapman, Arlene B. , McDonough, Caitrin W. , Beitelshees, Amber L. , Schwartz, Gary L. , Gums, John G. , Padmanabhan, Sandosh , Hiltunen, Timo P. , Citterio, Lorena , Donner, Kati , Hedner, Thomas, Lanzani, Chiara , Melander, Olle , Saarela, Janna , Wahlstrand, Björn, Manunta, Paolo , Kontula, Kimmo , Dominiczak, Anna F. , Johnson, Julie A. , Beitelshees, Amber L. , Turner, Stephen T. , Gong, Yan , Chapman, Arlene B. , Ripatti, Samuli , Cooper‐DeHoff, Rhonda M. , Padmanabhan, Sandosh , Dominiczak, Anna F.

Hypertension | June 11, 2013 | Volume: 62 | Issue: 2 | Pages: 391-397

10.1161/hypertensionaha.111.00436 Get It

To identify novel genes influencing blood pressure response to thiazide diuretic therapy for hypertension, we conducted genome-wide association meta-analyses of ≈1.1 million single-nucleotide polymorphisms in a combined sample of 424 European Americans with primary hypertension treated with hydrochlorothiazide from the Pharmacogenomic Evaluation of Antihypertensive Responses study (n=228) and the Genetic Epidemiology of Responses to Antihypertensive study (n=196). Polymorphisms associated with blood pressure response at P <10 –5 were tested for replication of the associations in independent samples of hydrochlorothiazide-treated European hypertensives. The rs16960228 polymorphism in protein kinase C, α replicated for same-direction association with diastolic blood pressure response in the Nordic Diltiazem study (n=420) and the Genetics of Drug Responsiveness in Essential Hypertension study (n=206), and the combined 4-study meta-analysis P value achieved genome-wide significance ( P =3.3×10 −8 ). Systolic or diastolic blood pressure responses were consistently greater in carriers of the rs16960228 A allele than in GG homozygotes (>4/4 mm Hg) across study samples. The rs2273359 polymorphism in the GNAS-EDN3 region also replicated for same-direction association with systolic blood pressure response in the Nordic Diltiazem study, and the combined 3-study meta-analysis P value approached genome-wide significance ( P =5.5×10 −8 ). The findings document clinically important effects of genetic variation at novel loci on blood pressure response to a thiazide diuretic, which may be a basis for individualization of antihypertensive drug therapy and identification of new drug targets.
GWAS of 126,559 Individuals Identifies Genetic Variants Associated with Educational Attainment
Rietveld, Cornelius A. , Medland, Sarah E. , Derringer, Jaime , Esko, Tõnu , Martín, Nicolás W., Westra, Harm-Jan , Shakhbazov, Konstantin, Abdellaoui, Abdel , Albrecht, Eva, Alizadeh, Behrooz Z. , Amin, Najaf , Baumeister, Sebastian E. , Benke, Kelly S. , Bielak, Lawrence F. , Boatman, Jeffrey A. , Boyle, Patricia A. , Davies, Gail , Leeuw, Christiaan de , Eklund, Niina, Evans, Daniel S. , Ferhmann, Rudolf, Fischer, Krista , Gieger, Christian , Gjessing, Håkon K. , Hägg, Sara , Harris, Jennifer R. , Hayward, Caroline , Jacobsson, Bo , Joshi, Peter K. , Jugessur, Astanand , Kaakinen, Marika , Kanoni, Stavroula , Karjalainen, Juha, Kolčić, Ivana , Kristiansson, Kati , Kutalik, Zoltán , Lahti, Jari , Lee, Sang , Lin, Peng, Lind, Penelope A. , Lohman, Kurt, Loitfelder, Marisa, McMahon, George, Marques‐Vidal, Pedro , Meirelles, Osorio , Milani, Lili , Myhre, Ronny , Nuotio, Marja-Liisa , Oldmeadow, Christopher , Petrovic, Katja, Peyrot, Wouter J. , Polašek, Ozren , Quaye, Lydia, Reinmaa, Eva, Rice, John P. , Rizzi, Thais S., Schmidt, Helena , Schmidt, Reinhold, Smith, Albert V. , Smith, Jennifer A. , Terracciano, Antonio , Loos, Matthijs J. H. M. van der, Vitart, Véronique , Völzke, Henry , Wellmann, Jürgen , Yu, Lei , Zhao, Wei , Allïk, Jüri , Bandinelli, Stefania , Bastardot, François , Beauchamp, Jonathan , Bennett, David A. , Berger, Klaus, Bültmann, Ute , Campbell, Harry, Chabris, Christopher F., Cherkas, Lynn, Chung, Mina K. , Cucca, Francesco , Jager, Philip L. De , Neve, Jan-Emmanuel De, Deary, Ian J. , Dedoussis, George , Deloukas, Panos , Dimitriou, Maria , Eiríksdóttir, Guðný , Elderson, Martin F., Eriksson, Johan G. , Evans, David M. , Faul, Jessica D. , Ferrucci, Luigi , Garcia, Melissa E., Grönberg, Henrik , Guðnason, Vilmundur , Harris, Tamara B., Hastie, Nicholas D. , Hernández, Dena , Hoffmann, Wolfgang , Hofman, Adriaan, Holle, Rolf , Holliday, Elizabeth G., Hottenga, Jouke‐Jan , Illig, Thomas, Järvelin, Marjo‐Riitta , Kähönen, Mika , Kaprio, Jaakko , Kirkpatrick, Robert M. , Kowgier, Matthew , Latvala, Antti , Lawlor, Debbie A. , Lehtimäki, Terho , Li, Jingmei , Lichtenstein, Paul , Lichtner, Peter , Liewald, David C. , Madden, Pamela A. F., Magnusson, Patrik K. E. , Mäkinen, Tomi E., Masala, Marco , McGue, Matt , Mielck, Andreas, Miller, Michael B., Montgomery, Grant W. , Mukherjee, Sutapa , Nyholt, Dale R. , Oostra, Ben A., Palmer, Lyle J. , Palotie, Aarno , Perola, Markus, Peyser, Patricia A. , Preisig, Martin , Räikkönen, Katri , Rivadeneira, Fernando , Rudan, Igor , Rustichini, Aldo , Sarin, Antti-Pekka, Schlessinger, David, Scott, Rodney J. , Snieder, Harold , Pourcain, Beaté St , Starr, John M. , Sul, Jae Hoon , Surakka, Ida , Svento, Rauli , Teumer, Alexander , Study, The LifeLines Cohort, Tiemeier, Henning , Rooij, Frank J.A. van , Wagoner, David R. Van , Vartiainen, Erkki , Viikari, Jorma , Vollenweider, Péter , Vonk, Judith M. , Waeber, Gérard , Weir, David R. , Wichmann, H.‐Erich , Widén, Elisabeth , Willemsen, Gonneke , Wright, Alan F., Davey-Smith, George, Franke, Lude , Groenen, Patrick J. F. , Hofman, Albert , Johannesson, Magnus , Kardia, Sharon L. R., Krueger, Robert F., Laibson, David, Martin, Nicholas G. , Meyer, Michelle N., Posthuma, Daniëlle , Thurik, Roy , Timpson, Nicholas J. , Uitterlinden, André G. , Duijn, Cornelia M. van , Visscher, Peter M. , Benjamin, Daniel J. , Cesarini, David , Koellinger, Philipp , Bennett, David A. , Smith, George Davey , Meyer, Michelle N. , Westra, Harm-Jan , Yang, Jian , Agrawal, Arpana , Barnard, John , Holzapfel, Christina M. , Ibrahim‐Verbaas, Carla A. , Ingelsson, Erik , Lin, Peng, Liu, Ching‐Ti , Tanaka, Toshiko , Attia, John , Berger, Klaus, Bierut, Laura Jean , Boomsma, Dorret I , Andrade, Mariza de , Hall, Per N , Harris, Juliette , Heath, Andrew C. , Hofman, Adriaan, Holliday, Elizabeth G., Iacono, William G. , Launer, Lenore J. , Mäkinen, Tomi E., Metspalu, Andres , Palotie, Aarno V. , Penninx, Brenda W.J.H. , Raitakari, Olli Tuomas , Realo, Anu , Ring, Susan M. , Ripatti, Samuli , Salomaa, Veikko , Study, The LifeLines Cohort, Wilson, James Fox , Conley, Dalton , Davey-Smith, George, Smith, Jennifer A , Hottenga, Jouke-Jan , Martin, Nicholas G , Posthuma, Danielle , St Pourcain, Beate , Medland, Sarah E , Li, Jingmei , Teumer, Alexander , van Duijn, Cornelia M , Smith, Albert V , Ferrucci, Luigi , Davey Smith, George , Vonk, Judith M , Kanoni, Stavroula , Surakka, Ida

Science | May 31, 2013 | Volume: 340 | Issue: 6139 | Pages: 1467-1471

10.1126/science.1235488 Get It

Genetic College Many genomic elements in humans are associated with behavior, including educational attainment. In a genome-wide association study including more than 100,000 samples, Rietveld et al. (p. 1467 , published online 30 May; see the Perspective by Flint and Munafò ) looked for genes related to educational attainment in Caucasians. Small genetic effects at three loci appeared to impact educational attainment.