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2. Association Between the A118G Polymorphism of the OPRM1 Gene and Suicidal Depression in a Large Cohort of Outpatients with Depression

Author

Nobile B, Olie E, Ramoz N, Dubois J, Guillaume S, Gorwood P, and Courtet P

Subjects
suicide, suicidal ideation, opioid system, a118g, oprm1, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571, Neurology. Diseases of the nervous system, RC346-429
Abstract

Benedicte Nobile,1,2 Emilie Olie,1– 3 Nicolas Ramoz,4 Jonathan Dubois,1,2 Sebastien Guillaume,1– 3 Philip Gorwood,4 Philippe Courtet1– 3 1Department of Emergency Psychiatry and Acute Care, CHU Montpellier, Montpellier, France; 2IGF, University of Montpellier, CNRS, INSERM, Montpellier, France; 3FondaMental Foundation, Créteil, France; 4Inserm UMRS1266, Institute of Psychiatry and Neuroscience of Paris, Paris, FranceCorrespondence: Benedicte Nobile Email benedicte.nobile@gmail.comBackground: Growing evidences suggest that depression with suicidal ideation (SI) could be a specific phenotype with its own characteristics. Moreover, opioid system deregulation might be implicated in suicidal behaviour (SB). The aim of this study was to determine whether the A118G polymorphism (rs1799971) in ORPM1 (the gene encoding opioid receptor mu 1) is associated with suicidal depression (ie, moderate to severe depression with SI) in a large cohort of outpatients with depression.Methods: GENESE is a large, prospective, naturalistic cohort of French adult outpatients with depression (DSM-IV criteria), treated and followed for 6 weeks. Depression severity was assessed with the Hospital Anxiety and Depression Scale (HADS), and SI with the suicidal item of the Montgomery–Åsberg Depression Rating Scale (MADRS-SI). From this cohort, patients with moderate or severe depression (HADS-D subscale score > 11) were selected and classified as without SI (MADRS-SI < 2), or with SI (MADRS-SI ≥ 2).Results: The AA/AG genotypes of the A118G polymorphism were significantly associated with suicidal depression in the non-adjusted (OR = 2.32, 95% CI = [1.28; 4.18]; p-value = 0.005) and in the adjusted models (OR = 2.54, 95% CI = [1.35; 4.78]; p-value = 0.004).Conclusion: Outpatients with depression harbouring the A allele are at higher risk of SI (and possibly SB) than those carrying the G allele. More studies are needed to better understand the link between this polymorphism and SB.Keywords: suicide, suicidal ideation, opioid system, A118G, OPRM1

Published
2021

3. A genome-wide association study of anorexia nervosa

Author

Boraska, V, Franklin, CS, Floyd, JAB, Thornton, LM, Huckins, LM, Southam, L, Rayner, NW, Tachmazidou, I, Klump, KL, Treasure, J, Lewis, CM, Schmidt, U, Tozzi, F, Kiezebrink, K, Hebebrand, J, Gorwood, P, Adan, RAH, Kas, MJH, Favaro, A, Santonastaso, P, Fernández-Aranda, F, Gratacos, M, Rybakowski, F, Dmitrzak-Weglarz, M, Kaprio, J, Keski-Rahkonen, A, Raevuori, A, Van Furth, EF, Slof-Op 't Landt, MCT, Hudson, JI, Reichborn-Kjennerud, T, Knudsen, GPS, Monteleone, P, Kaplan, AS, Karwautz, A, Hakonarson, H, Berrettini, WH, Guo, Y, Li, D, Schork, NJ, Komaki, G, Ando, T, Inoko, H, Esko, T, Fischer, K, Männik, K, Metspalu, A, Baker, JH, Cone, RD, Dackor, J, DeSocio, JE, Hilliard, CE, O'Toole, JK, Pantel, J, Szatkiewicz, JP, Taico, C, Zerwas, S, Trace, SE, Davis, OSP, Helder, S, Bühren, K, Burghardt, R, de Zwaan, M, Egberts, K, Ehrlich, S, Herpertz-Dahlmann, B, Herzog, W, Imgart, H, Scherag, A, Scherag, S, Zipfel, S, Boni, C, Ramoz, N, Versini, A, Brandys, MK, Danner, UN, de Kovel, C, Hendriks, J, Koeleman, BPC, Ophoff, RA, Strengman, E, van Elburg, AA, Bruson, A, Clementi, M, Degortes, D, Forzan, M, Tenconi, E, Docampo, E, Escaramís, G, Jiménez-Murcia, S, Lissowska, J, Rajewski, A, Szeszenia-Dabrowska, N, Slopien, A, Hauser, J, Karhunen, L, Meulenbelt, I, Slagboom, PE, Tortorella, A, and Maj, M

Subjects
Anorexia, Mental Health, Serious Mental Illness, Human Genome, Eating Disorders, Clinical Research, Genetics, Aetiology, 2.1 Biological and endogenous factors, Anorexia Nervosa, Asian People, Calcineurin, Carrier Proteins, Case-Control Studies, Cullin Proteins, Female, Genome-Wide Association Study, Guanine Nucleotide Exchange Factors, Humans, Japan, Male, Meta-Analysis as Topic, Nuclear Proteins, Polymorphism, Single Nucleotide, White People, anorexia nervosa, body mass index, eating disorders, genome-wide association study, GWAS, metabolic, Wellcome Trust Case Control Consortium 3, Biological Sciences, Medical and Health Sciences, Psychology and Cognitive Sciences, Psychiatry
Abstract

Anorexia nervosa (AN) is a complex and heritable eating disorder characterized by dangerously low body weight. Neither candidate gene studies nor an initial genome-wide association study (GWAS) have yielded significant and replicated results. We performed a GWAS in 2907 cases with AN from 14 countries (15 sites) and 14 860 ancestrally matched controls as part of the Genetic Consortium for AN (GCAN) and the Wellcome Trust Case Control Consortium 3 (WTCCC3). Individual association analyses were conducted in each stratum and meta-analyzed across all 15 discovery data sets. Seventy-six (72 independent) single nucleotide polymorphisms were taken forward for in silico (two data sets) or de novo (13 data sets) replication genotyping in 2677 independent AN cases and 8629 European ancestry controls along with 458 AN cases and 421 controls from Japan. The final global meta-analysis across discovery and replication data sets comprised 5551 AN cases and 21 080 controls. AN subtype analyses (1606 AN restricting; 1445 AN binge-purge) were performed. No findings reached genome-wide significance. Two intronic variants were suggestively associated: rs9839776 (P=3.01 × 10(-7)) in SOX2OT and rs17030795 (P=5.84 × 10(-6)) in PPP3CA. Two additional signals were specific to Europeans: rs1523921 (P=5.76 × 10(-)(6)) between CUL3 and FAM124B and rs1886797 (P=8.05 × 10(-)(6)) near SPATA13. Comparing discovery with replication results, 76% of the effects were in the same direction, an observation highly unlikely to be due to chance (P=4 × 10(-6)), strongly suggesting that true findings exist but our sample, the largest yet reported, was underpowered for their detection. The accrual of large genotyped AN case-control samples should be an immediate priority for the field.

Published
2014

15. Dissecting the Shared Genetic Architecture of Suicide Attempt, Psychiatric Disorders, and Known Risk Factors

Author

Mullins, N, Kang, J, Campos, A, Coleman, JR, Edwards, AC, Galfalvy, H, Levey, DF, Lori, A, Shabalin, A, Starnawska, A, Su, M-H, Watson, HJ, Adams, M, Awasthi, S, Ganda, M, Hafferty, JD, Hishimoto, A, Kim, M, Okazaki, S, Otsuka, I, Ripke, S, Ware, EB, Bergen, AW, Berrettini, WH, Bohus, M, Brandt, H, Chang, X, Chen, WJ, Chen, H-C, Crawford, S, Crow, S, DiBlasi, E, Duriez, P, Fernandez-Aranda, F, Fichter, MM, Gallinger, S, Glatt, SJ, Gorwood, P, Guo, Y, Hakonarson, H, Halmi, KA, Hwu, H-G, Jain, S, Jamain, S, Jimenez-Murcia, S, Johnson, C, Kaplan, AS, Kaye, WH, Keel, PK, Kennedy, JL, Klump, KL, Li, D, Liao, S-C, Lieb, K, Lilenfeld, L, Liu, C-M, Magistretti, PJ, Marshall, CR, Mitchell, JE, Monson, ET, Myers, RM, Pinto, D, Powers, A, Ramoz, N, Roepke, S, Rozanov, V, Scherer, SW, Schmahl, C, Sokolowski, M, Strober, M, Thornton, LM, Treasure, J, Tsuang, MT, Witt, SH, Woodside, DB, Yilmaz, Z, Zillich, L, Adolfsson, R, Agartz, I, Air, TM, Alda, M, Alfredsson, L, Andreassen, OA, Anjorin, A, Appadurai, V, Artigas, MS, Van der Auwera, S, Azevedo, MH, Bass, N, Bau, CHD, Baune, BT, Bellivier, F, Berger, K, Biernacka, JM, Bigdeli, TB, Binder, EB, Boehnke, M, Boks, MP, Bosch, R, Braff, DL, Bryant, R, Budde, M, Byrne, EM, Cahn, W, Casas, M, Castelao, E, Cervilla, JA, Chaumette, B, Cichon, S, Corvin, A, Craddock, N, Craig, D, Degenhardt, F, Djurovic, S, Edenberg, HJ, Fanous, AH, Foo, JC, Forstner, AJ, Frye, M, Fullerton, JM, Gatt, JM, Gejman, P, Giegling, I, Grabe, HJ, Green, MJ, Grevet, EH, Grigoroiu-Serbanescu, M, Gutierrez, B, Guzman-Parra, J, Hamilton, SP, Hamshere, ML, Hartmann, A, Hauser, J, Heilmann-Heimbach, S, Hoffmann, P, Ising, M, Jones, I, Jones, LA, Jonsson, L, Kahn, RS, Kelsoe, JR, Kendler, KS, Kloiber, S, Koenen, KC, Kogevinas, M, Konte, B, Krebs, M-O, Lander, M, Lawrence, J, Leboyer, M, Lee, PH, Levinson, DF, Liao, C, Lissowska, J, Lucae, S, Mayoral, F, McElroy, SL, McGrath, P, McGuffin, P, McQuillin, A, Medland, SE, Mehta, D, Melle, I, Milaneschi, Y, Mitchell, PB, Molina, E, Morken, G, Mortensen, PB, Mueller-Myhsok, B, Nievergelt, C, Nimgaonkar, V, Noethen, MM, O'Donovan, MC, Ophoff, RA, Owen, MJ, Pato, C, Pato, MT, Penninx, BWJH, Pimm, J, Pistis, G, Potash, JB, Power, RA, Preisig, M, Quested, D, Ramos-Quiroga, JA, Reif, A, Ribases, M, Richarte, V, Rietschel, M, Rivera, M, Roberts, A, Roberts, G, Rouleau, GA, Rovaris, DL, Rujescu, D, Sanchez-Mora, C, Sanders, AR, Schofield, PR, Schulze, TG, Scott, LJ, Serretti, A, Shi, J, Shyn, S, Sirignano, L, Sklar, P, Smeland, OB, Smoller, JW, Sonuga-Barke, EJS, Spalletta, G, Strauss, JS, Swiatkowska, B, Trzaskowski, M, Turecki, G, Vilar-Ribo, L, Vincent, JB, Voelzke, H, Walters, JTR, Weickert, CS, Weickert, TW, Weissman, MM, Williams, LM, Wray, NR, Zai, CC, Ashley-Koch, AE, Beckham, JC, Hauser, ER, Hauser, MA, Kimbrel, NA, Lindquist, JH, McMahon, B, Oslin, DW, Qin, X, Agerbo, E, Borglum, AD, Breen, G, Erlangsen, A, Esko, T, Gelernter, J, Hougaard, DM, Kessler, RC, Kranzler, HR, Li, QS, Martin, NG, McIntosh, AM, Mors, O, Nordentoft, M, Olsen, CM, Porteous, D, Ursano, RJ, Wasserman, D, Werge, T, Whiteman, DC, Bulik, CM, Coon, H, Demontis, D, Docherty, AR, Kuo, P-H, Lewis, CM, Mann, JJ, Renteria, ME, Smith, DJ, Stahl, EA, Stein, MB, Streit, F, Willour, V, Ruderfer, DM, Mullins, N, Kang, J, Campos, A, Coleman, JR, Edwards, AC, Galfalvy, H, Levey, DF, Lori, A, Shabalin, A, Starnawska, A, Su, M-H, Watson, HJ, Adams, M, Awasthi, S, Ganda, M, Hafferty, JD, Hishimoto, A, Kim, M, Okazaki, S, Otsuka, I, Ripke, S, Ware, EB, Bergen, AW, Berrettini, WH, Bohus, M, Brandt, H, Chang, X, Chen, WJ, Chen, H-C, Crawford, S, Crow, S, DiBlasi, E, Duriez, P, Fernandez-Aranda, F, Fichter, MM, Gallinger, S, Glatt, SJ, Gorwood, P, Guo, Y, Hakonarson, H, Halmi, KA, Hwu, H-G, Jain, S, Jamain, S, Jimenez-Murcia, S, Johnson, C, Kaplan, AS, Kaye, WH, Keel, PK, Kennedy, JL, Klump, KL, Li, D, Liao, S-C, Lieb, K, Lilenfeld, L, Liu, C-M, Magistretti, PJ, Marshall, CR, Mitchell, JE, Monson, ET, Myers, RM, Pinto, D, Powers, A, Ramoz, N, Roepke, S, Rozanov, V, Scherer, SW, Schmahl, C, Sokolowski, M, Strober, M, Thornton, LM, Treasure, J, Tsuang, MT, Witt, SH, Woodside, DB, Yilmaz, Z, Zillich, L, Adolfsson, R, Agartz, I, Air, TM, Alda, M, Alfredsson, L, Andreassen, OA, Anjorin, A, Appadurai, V, Artigas, MS, Van der Auwera, S, Azevedo, MH, Bass, N, Bau, CHD, Baune, BT, Bellivier, F, Berger, K, Biernacka, JM, Bigdeli, TB, Binder, EB, Boehnke, M, Boks, MP, Bosch, R, Braff, DL, Bryant, R, Budde, M, Byrne, EM, Cahn, W, Casas, M, Castelao, E, Cervilla, JA, Chaumette, B, Cichon, S, Corvin, A, Craddock, N, Craig, D, Degenhardt, F, Djurovic, S, Edenberg, HJ, Fanous, AH, Foo, JC, Forstner, AJ, Frye, M, Fullerton, JM, Gatt, JM, Gejman, P, Giegling, I, Grabe, HJ, Green, MJ, Grevet, EH, Grigoroiu-Serbanescu, M, Gutierrez, B, Guzman-Parra, J, Hamilton, SP, Hamshere, ML, Hartmann, A, Hauser, J, Heilmann-Heimbach, S, Hoffmann, P, Ising, M, Jones, I, Jones, LA, Jonsson, L, Kahn, RS, Kelsoe, JR, Kendler, KS, Kloiber, S, Koenen, KC, Kogevinas, M, Konte, B, Krebs, M-O, Lander, M, Lawrence, J, Leboyer, M, Lee, PH, Levinson, DF, Liao, C, Lissowska, J, Lucae, S, Mayoral, F, McElroy, SL, McGrath, P, McGuffin, P, McQuillin, A, Medland, SE, Mehta, D, Melle, I, Milaneschi, Y, Mitchell, PB, Molina, E, Morken, G, Mortensen, PB, Mueller-Myhsok, B, Nievergelt, C, Nimgaonkar, V, Noethen, MM, O'Donovan, MC, Ophoff, RA, Owen, MJ, Pato, C, Pato, MT, Penninx, BWJH, Pimm, J, Pistis, G, Potash, JB, Power, RA, Preisig, M, Quested, D, Ramos-Quiroga, JA, Reif, A, Ribases, M, Richarte, V, Rietschel, M, Rivera, M, Roberts, A, Roberts, G, Rouleau, GA, Rovaris, DL, Rujescu, D, Sanchez-Mora, C, Sanders, AR, Schofield, PR, Schulze, TG, Scott, LJ, Serretti, A, Shi, J, Shyn, S, Sirignano, L, Sklar, P, Smeland, OB, Smoller, JW, Sonuga-Barke, EJS, Spalletta, G, Strauss, JS, Swiatkowska, B, Trzaskowski, M, Turecki, G, Vilar-Ribo, L, Vincent, JB, Voelzke, H, Walters, JTR, Weickert, CS, Weickert, TW, Weissman, MM, Williams, LM, Wray, NR, Zai, CC, Ashley-Koch, AE, Beckham, JC, Hauser, ER, Hauser, MA, Kimbrel, NA, Lindquist, JH, McMahon, B, Oslin, DW, Qin, X, Agerbo, E, Borglum, AD, Breen, G, Erlangsen, A, Esko, T, Gelernter, J, Hougaard, DM, Kessler, RC, Kranzler, HR, Li, QS, Martin, NG, McIntosh, AM, Mors, O, Nordentoft, M, Olsen, CM, Porteous, D, Ursano, RJ, Wasserman, D, Werge, T, Whiteman, DC, Bulik, CM, Coon, H, Demontis, D, Docherty, AR, Kuo, P-H, Lewis, CM, Mann, JJ, Renteria, ME, Smith, DJ, Stahl, EA, Stein, MB, Streit, F, Willour, V, and Ruderfer, DM

Abstract

BACKGROUND: Suicide is a leading cause of death worldwide, and nonfatal suicide attempts, which occur far more frequently, are a major source of disability and social and economic burden. Both have substantial genetic etiology, which is partially shared and partially distinct from that of related psychiatric disorders. METHODS: We conducted a genome-wide association study (GWAS) of 29,782 suicide attempt (SA) cases and 519,961 controls in the International Suicide Genetics Consortium (ISGC). The GWAS of SA was conditioned on psychiatric disorders using GWAS summary statistics via multitrait-based conditional and joint analysis, to remove genetic effects on SA mediated by psychiatric disorders. We investigated the shared and divergent genetic architectures of SA, psychiatric disorders, and other known risk factors. RESULTS: Two loci reached genome-wide significance for SA: the major histocompatibility complex and an intergenic locus on chromosome 7, the latter of which remained associated with SA after conditioning on psychiatric disorders and replicated in an independent cohort from the Million Veteran Program. This locus has been implicated in risk-taking behavior, smoking, and insomnia. SA showed strong genetic correlation with psychiatric disorders, particularly major depression, and also with smoking, pain, risk-taking behavior, sleep disturbances, lower educational attainment, reproductive traits, lower socioeconomic status, and poorer general health. After conditioning on psychiatric disorders, the genetic correlations between SA and psychiatric disorders decreased, whereas those with nonpsychiatric traits remained largely unchanged. CONCLUSIONS: Our results identify a risk locus that contributes more strongly to SA than other phenotypes and suggest a shared underlying biology between SA and known risk factors that is not mediated by psychiatric disorders.

Published
2022

20. Shared genetic risk between eating disorder- and substance-use-related phenotypes: Evidence from genome-wide association studies

Author

Munn-Chernoff, M.A. Johnson, E.C. Chou, Y.-L. Coleman, J.R.I. Thornton, L.M. Walters, R.K. Yilmaz, Z. Baker, J.H. Hübel, C. Gordon, S. Medland, S.E. Watson, H.J. Gaspar, H.A. Bryois, J. Hinney, A. Leppä, V.M. Mattheisen, M. Ripke, S. Yao, S. Giusti-Rodríguez, P. Hanscombe, K.B. Adan, R.A.H. Alfredsson, L. Ando, T. Andreassen, O.A. Berrettini, W.H. Boehm, I. Boni, C. Boraska Perica, V. Buehren, K. Burghardt, R. Cassina, M. Cichon, S. Clementi, M. Cone, R.D. Courtet, P. Crow, S. Crowley, J.J. Danner, U.N. Davis, O.S.P. de Zwaan, M. Dedoussis, G. Degortes, D. DeSocio, J.E. Dick, D.M. Dikeos, D. Dina, C. Dmitrzak-Weglarz, M. Docampo, E. Duncan, L.E. Egberts, K. Ehrlich, S. Escaramís, G. Esko, T. Estivill, X. Farmer, A. Favaro, A. Fernández-Aranda, F. Fichter, M.M. Fischer, K. Föcker, M. Foretova, L. Forstner, A.J. Forzan, M. Franklin, C.S. Gallinger, S. Giegling, I. Giuranna, J. Gonidakis, F. Gorwood, P. Gratacos Mayora, M. Guillaume, S. Guo, Y. Hakonarson, H. Hatzikotoulas, K. Hauser, J. Hebebrand, J. Helder, S.G. Herms, S. Herpertz-Dahlmann, B. Herzog, W. Huckins, L.M. Hudson, J.I. Imgart, H. Inoko, H. Janout, V. Jiménez-Murcia, S. Julià, A. Kalsi, G. Kaminská, D. Karhunen, L. Karwautz, A. Kas, M.J.H. Kennedy, J.L. Keski-Rahkonen, A. Kiezebrink, K. Kim, Y.-R. Klump, K.L. Knudsen, G.P.S. La Via, M.C. Le Hellard, S. Levitan, R.D. Li, D. Lilenfeld, L. Lin, B.D. Lissowska, J. Luykx, J. Magistretti, P.J. Maj, M. Mannik, K. Marsal, S. Marshall, C.R. Mattingsdal, M. McDevitt, S. McGuffin, P. Metspalu, A. Meulenbelt, I. Micali, N. Mitchell, K. Monteleone, A.M. Monteleone, P. Nacmias, B. Navratilova, M. Ntalla, I. O'Toole, J.K. Ophoff, R.A. Padyukov, L. Palotie, A. Pantel, J. Papezova, H. Pinto, D. Rabionet, R. Raevuori, A. Ramoz, N. Reichborn-Kjennerud, T. Ricca, V. Ripatti, S. Ritschel, F. Roberts, M. Rotondo, A. Rujescu, D. Rybakowski, F. Santonastaso, P. Scherag, A. Scherer, S.W. Schmidt, U. Schork, N.J. Schosser, A. Seitz, J. Slachtova, L. Slagboom, P.E. Slof-Op't Landt, M.C.T. Slopien, A. Sorbi, S. Świątkowska, B. Szatkiewicz, J.P. Tachmazidou, I. Tenconi, E. Tortorella, A. Tozzi, F. Treasure, J. Tsitsika, A. Tyszkiewicz-Nwafor, M. Tziouvas, K. van Elburg, A.A. van Furth, E.F. Wagner, G. Walton, E. Widen, E. Zeggini, E. Zerwas, S. Zipfel, S. Bergen, A.W. Boden, J.M. Brandt, H. Crawford, S. Halmi, K.A. Horwood, L.J. Johnson, C. Kaplan, A.S. Kaye, W.H. Mitchell, J. Olsen, C.M. Pearson, J.F. Pedersen, N.L. Strober, M. Werge, T. Whiteman, D.C. Woodside, D.B. Grove, J. Henders, A.K. Larsen, J.T. Parker, R. Petersen, L.V. Jordan, J. Kennedy, M.A. Birgegård, A. Lichtenstein, P. Norring, C. Landén, M. Mortensen, P.B. Polimanti, R. McClintick, J.N. Adkins, A.E. Aliev, F. Bacanu, S.-A. Batzler, A. Bertelsen, S. Biernacka, J.M. Bigdeli, T.B. Chen, L.-S. Clarke, T.-K. Degenhardt, F. Docherty, A.R. Edwards, A.C. Foo, J.C. Fox, L. Frank, J. Hack, L.M. Hartmann, A.M. Hartz, S.M. Heilmann-Heimbach, S. Hodgkinson, C. Hoffmann, P. Hottenga, J.-J. Konte, B. Lahti, J. Lahti-Pulkkinen, M. Lai, D. Ligthart, L. Loukola, A. Maher, B.S. Mbarek, H. McIntosh, A.M. McQueen, M.B. Meyers, J.L. Milaneschi, Y. Palviainen, T. Peterson, R.E. Ryu, E. Saccone, N.L. Salvatore, J.E. Sanchez-Roige, S. Schwandt, M. Sherva, R. Streit, F. Strohmaier, J. Thomas, N. Wang, J.-C. Webb, B.T. Wedow, R. Wetherill, L. Wills, A.G. Zhou, H. Boardman, J.D. Chen, D. Choi, D.-S. Copeland, W.E. Culverhouse, R.C. Dahmen, N. Degenhardt, L. Domingue, B.W. Frye, M.A. Gäebel, W. Hayward, C. Ising, M. Keyes, M. Kiefer, F. Koller, G. Kramer, J. Kuperman, S. Lucae, S. Lynskey, M.T. Maier, W. Mann, K. Männistö, S. Müller-Myhsok, B. Murray, A.D. Nurnberger, J.I. Preuss, U. Räikkönen, K. Reynolds, M.D. Ridinger, M. Scherbaum, N. Schuckit, M.A. Soyka, M. Treutlein, J. Witt, S.H. Wodarz, N. Zill, P. Adkins, D.E. Boomsma, D.I. Bierut, L.J. Brown, S.A. Bucholz, K.K. Costello, E.J. de Wit, H. Diazgranados, N. Eriksson, J.G. Farrer, L.A. Foroud, T.M. Gillespie, N.A. Goate, A.M. Goldman, D. Grucza, R.A. Hancock, D.B. Harris, K.M. Hesselbrock, V. Hewitt, J.K. Hopfer, C.J. Iacono, W.G. Johnson, E.O. Karpyak, V.M. Kendler, K.S. Kranzler, H.R. Krauter, K. Lind, P.A. McGue, M. MacKillop, J. Madden, P.A.F. Maes, H.H. Magnusson, P.K.E. Nelson, E.C. Nöthen, M.M. Palmer, A.A. Penninx, B.W.J.H. Porjesz, B. Rice, J.P. Rietschel, M. Riley, B.P. Rose, R.J. Shen, P.-H. Silberg, J. Stallings, M.C. Tarter, R.E. Vanyukov, M.M. Vrieze, S. Wall, T.L. Whitfield, J.B. Zhao, H. Neale, B.M. Wade, T.D. Heath, A.C. Montgomery, G.W. Martin, N.G. Sullivan, P.F. Kaprio, J. Breen, G. Gelernter, J. Edenberg, H.J. Bulik, C.M. Agrawal, A.

Subjects
mental disorders
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 [rg], 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 (rg = 0.18; false discovery rate q = 0.0006), cannabis initiation and AN (rg = 0.23; q < 0.0001), and cannabis initiation and AN with binge eating (rg = 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 (rgs = −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. © 2020 Society for the Study of Addiction

Published
2021

21. Shared genetic risk between eating disorder- and substance-use-related phenotypes: Evidence from genome-wide association studies

Author

Munn-Chernoff, MA, Johnson, EC, Chou, YL, Coleman, JRI, Thornton, LM, Walters, RK, Yilmaz, Z, Baker, JH, Hübel, C, Gordon, S, Medland, SE, Watson, HJ, Gaspar, HA, Bryois, J, Hinney, A, Leppä, VM, Mattheisen, M, Ripke, S, Yao, S, Giusti-Rodríguez, P, Hanscombe, KB, Adan, RAH, Alfredsson, L, Ando, T, Andreassen, OA, Berrettini, WH, Boehm, I, Boni, C, Boraska Perica, V, Buehren, K, Burghardt, R, Cassina, M, Cichon, S, Clementi, M, Cone, RD, Courtet, P, Crow, S, Crowley, JJ, Danner, UN, Davis, OS, Zwaan, M, Dedoussis, G, Degortes, D, DeSocio, JE, Dick, DM, Dikeos, D, Dina, C, Dmitrzak-Weglarz, M, Docampo, E, Duncan, LE, Egberts, K, Ehrlich, S, Escaramís, G, Esko, T, Estivill, X, Farmer, A, Favaro, A, Fernández-Aranda, F, Fichter, MM, Fischer, K, Föcker, M, Foretova, L, Forstner, AJ, Forzan, M, Franklin, CS, Gallinger, S, Giegling, I, Giuranna, J, Gonidakis, F, Gorwood, P, Gratacos Mayora, M, Guillaume, S, Guo, Y, Hakonarson, H, Hatzikotoulas, K, Hauser, J, Hebebrand, J, Helder, SG, Herms, S, Herpertz-Dahlmann, B, Herzog, W, Huckins, LM, Hudson, JI, Imgart, H, Inoko, H, Janout, V, Jiménez-Murcia, S, Julià, A, Kalsi, G, Kaminská, D, Karhunen, L, Karwautz, A, Kas, MJH, Kennedy, JL, Keski-Rahkonen, A, Kiezebrink, K, Kim, YR, Klump, KL, Knudsen, GP, La Via, MC, Le Hellard, S, Levitan, RD, Li, D, Lilenfeld, L, Lin, BD, Lissowska, J, Luykx, J, Magistretti, PJ, Maj, M, Mannik, K, Marsal, S, Marshall, CR, Mattingsdal, M, McDevitt, S, McGuffin, P, Metspalu, A, Meulenbelt, I, Micali, N, Mitchell, K, Monteleone, A M, Monteleone, P, Nacmias, B, Navratilova, M, Ntalla, I, O'Toole, JK, Ophoff, Roel, Padyukov, L, Palotie, A, Pantel, J, Papezova, H, Pinto, D, Rabionet, R, Raevuori, A, Ramoz, N, Reichborn-Kjennerud, T, Ricca, V, Ripatti, S, Ritschel, F, Roberts, M, Rotondo, A, Rujescu, D, Rybakowski, F, Santonastaso, P, Scherag, A, Scherer, SW, Schmidt, U, Schork, NJ, Schosser, A, Seitz, J, Slachtova, L, Slagboom, PE, Slof-Op't Landt, MCT, Slopien, A, Sorbi, S, ?wi?tkowska, B, Szatkiewicz, JP, Tachmazidou, I, Tenconi, E, Tortorella, A, Tozzi, F, Treasure, J, Tsitsika, A, Tyszkiewicz-Nwafor, M, Tziouvas, K, van Elburg, AA, van Furth, EF, Wagner, G, Walton, E, Widen, E, Zeggini, E, Zerwas, S, Zipfel, S, Bergen, AW, Boden, JM, Brandt, H, Crawford, S, Halmi, KA, Horwood, LJ, Johnson, C, Kaplan, AS, Kaye, WH, Mitchell, J E, Olsen, CM, Pearson, JF, Pedersen, NL, Strober, M, Werge, T, Whiteman, DC, Woodside, DB, Grove, J, Henders, AK, Larsen, J T, Parker, R, Petersen, LV, Jordan, J, Kennedy, MA, Birgegård, A, Lichtenstein, P, Norring, C, Landén, M, Mortensen, PB, Polimanti, R, McClintick, JN, Adkins, AE, Aliev, F, Bacanu, SA, Batzler, A, Bertelsen, S, Biernacka, JM, Bigdeli, TB, Chen, L S, Clarke, TK, Degenhardt, F, Docherty, AR, Edwards, AC, Foo, JC, Fox, L, Frank, J, Hack, LM, Hartmann, AM, Hartz, SM, Heilmann-Heimbach, S, Hodgkinson, C, Hoffmann, P, Hottenga, JJ, Konte, B, Lahti, J, Lahti-Pulkkinen, M, Lai, D, Ligthart, L, Loukola, A, Maher, BS, Mbarek, H, McIntosh, AM, McQueen, MB, Meyers, JL, Milaneschi, Y, Palviainen, T, Peterson, RE, Ryu, E, Saccone, N L, Salvatore, JE, Sanchez-Roige, S, Schwandt, M, Sherva, R, Streit, F, Strohmaier, J, Thomas, N, Wang, JCY, Webb, BT, Wedow, R, Wetherill, L, Wills, AG, Zhou, H, Boardman, JD, Chen, D, Choi, D S, Copeland, WE, Culverhouse, RC, Dahmen, N, Degenhardt, L, Domingue, BW, Frye, MA, Gäebel, W, Hayward, C, Ising, M, Keyes, M, Kiefer, F, Koller, G, Kramer, J (John), Kuperman, S, Lucae, S, Lynskey, MT, Maier, W, Mann, K, Männistö, S, Müller-Myhsok, B, Murray, AD, Nurnberger, JI, Preuss, U, Räikkönen, K, Reynolds, MD, Ridinger, M, Scherbaum, N, Schuckit, MA, Soyka, M, Treutlein, J, Witt, SH, Wodarz, N, Zill, P, Adkins, DE, Boomsma, DI, Bierut, LJ, Brown, S, Bucholz, KK, Costello, EJ, Wit, HJ, Diazgranados, N, Eriksson, JG, Farrer, LA, Foroud, TM, Gillespie, NA, Goate, AM, Goldman, D, Grucza, RA, Hancock, DB, Harris, KM, Hesselbrock, V, Hewitt, JK, Hopfer, CJ, Iacono, WG, Johnson, E O, Karpyak, VM, Kendler, KS, Kranzler, HR, Krauter, K, Lind, PA, McGue, M, MacKillop, J, Madden, PA, Maes, HH, Magnusson, PKE, Nelson, EC, Nöthen, MM, Palmer, AA, Penninx, BWJH, Porjesz, B, Rice, JP, Rietschel, M, Riley, BP, Rose, RJ, Shen, PH, Silberg, J, Stallings, MC, Tarter, RE, Vanyukov, MM, Vrieze, S, Wall, TL, Whitfield, JB, Zhao, H, Neale, BM, Wade, TD, Heath, AC, Montgomery, GW, Martin, NG, Sullivan, PF, Kaprio, J, Breen, G, Gelernter, J, Edenberg, HJ, Bulik, CM, Agrawal, A, Munn-Chernoff, MA, Johnson, EC, Chou, YL, Coleman, JRI, Thornton, LM, Walters, RK, Yilmaz, Z, Baker, JH, Hübel, C, Gordon, S, Medland, SE, Watson, HJ, Gaspar, HA, Bryois, J, Hinney, A, Leppä, VM, Mattheisen, M, Ripke, S, Yao, S, Giusti-Rodríguez, P, Hanscombe, KB, Adan, RAH, Alfredsson, L, Ando, T, Andreassen, OA, Berrettini, WH, Boehm, I, Boni, C, Boraska Perica, V, Buehren, K, Burghardt, R, Cassina, M, Cichon, S, Clementi, M, Cone, RD, Courtet, P, Crow, S, Crowley, JJ, Danner, UN, Davis, OS, Zwaan, M, Dedoussis, G, Degortes, D, DeSocio, JE, Dick, DM, Dikeos, D, Dina, C, Dmitrzak-Weglarz, M, Docampo, E, Duncan, LE, Egberts, K, Ehrlich, S, Escaramís, G, Esko, T, Estivill, X, Farmer, A, Favaro, A, Fernández-Aranda, F, Fichter, MM, Fischer, K, Föcker, M, Foretova, L, Forstner, AJ, Forzan, M, Franklin, CS, Gallinger, S, Giegling, I, Giuranna, J, Gonidakis, F, Gorwood, P, Gratacos Mayora, M, Guillaume, S, Guo, Y, Hakonarson, H, Hatzikotoulas, K, Hauser, J, Hebebrand, J, Helder, SG, Herms, S, Herpertz-Dahlmann, B, Herzog, W, Huckins, LM, Hudson, JI, Imgart, H, Inoko, H, Janout, V, Jiménez-Murcia, S, Julià, A, Kalsi, G, Kaminská, D, Karhunen, L, Karwautz, A, Kas, MJH, Kennedy, JL, Keski-Rahkonen, A, Kiezebrink, K, Kim, YR, Klump, KL, Knudsen, GP, La Via, MC, Le Hellard, S, Levitan, RD, Li, D, Lilenfeld, L, Lin, BD, Lissowska, J, Luykx, J, Magistretti, PJ, Maj, M, Mannik, K, Marsal, S, Marshall, CR, Mattingsdal, M, McDevitt, S, McGuffin, P, Metspalu, A, Meulenbelt, I, Micali, N, Mitchell, K, Monteleone, A M, Monteleone, P, Nacmias, B, Navratilova, M, Ntalla, I, O'Toole, JK, Ophoff, Roel, Padyukov, L, Palotie, A, Pantel, J, Papezova, H, Pinto, D, Rabionet, R, Raevuori, A, Ramoz, N, Reichborn-Kjennerud, T, Ricca, V, Ripatti, S, Ritschel, F, Roberts, M, Rotondo, A, Rujescu, D, Rybakowski, F, Santonastaso, P, Scherag, A, Scherer, SW, Schmidt, U, Schork, NJ, Schosser, A, Seitz, J, Slachtova, L, Slagboom, PE, Slof-Op't Landt, MCT, Slopien, A, Sorbi, S, ?wi?tkowska, B, Szatkiewicz, JP, Tachmazidou, I, Tenconi, E, Tortorella, A, Tozzi, F, Treasure, J, Tsitsika, A, Tyszkiewicz-Nwafor, M, Tziouvas, K, van Elburg, AA, van Furth, EF, Wagner, G, Walton, E, Widen, E, Zeggini, E, Zerwas, S, Zipfel, S, Bergen, AW, Boden, JM, Brandt, H, Crawford, S, Halmi, KA, Horwood, LJ, Johnson, C, Kaplan, AS, Kaye, WH, Mitchell, J E, Olsen, CM, Pearson, JF, Pedersen, NL, Strober, M, Werge, T, Whiteman, DC, Woodside, DB, Grove, J, Henders, AK, Larsen, J T, Parker, R, Petersen, LV, Jordan, J, Kennedy, MA, Birgegård, A, Lichtenstein, P, Norring, C, Landén, M, Mortensen, PB, Polimanti, R, McClintick, JN, Adkins, AE, Aliev, F, Bacanu, SA, Batzler, A, Bertelsen, S, Biernacka, JM, Bigdeli, TB, Chen, L S, Clarke, TK, Degenhardt, F, Docherty, AR, Edwards, AC, Foo, JC, Fox, L, Frank, J, Hack, LM, Hartmann, AM, Hartz, SM, Heilmann-Heimbach, S, Hodgkinson, C, Hoffmann, P, Hottenga, JJ, Konte, B, Lahti, J, Lahti-Pulkkinen, M, Lai, D, Ligthart, L, Loukola, A, Maher, BS, Mbarek, H, McIntosh, AM, McQueen, MB, Meyers, JL, Milaneschi, Y, Palviainen, T, Peterson, RE, Ryu, E, Saccone, N L, Salvatore, JE, Sanchez-Roige, S, Schwandt, M, Sherva, R, Streit, F, Strohmaier, J, Thomas, N, Wang, JCY, Webb, BT, Wedow, R, Wetherill, L, Wills, AG, Zhou, H, Boardman, JD, Chen, D, Choi, D S, Copeland, WE, Culverhouse, RC, Dahmen, N, Degenhardt, L, Domingue, BW, Frye, MA, Gäebel, W, Hayward, C, Ising, M, Keyes, M, Kiefer, F, Koller, G, Kramer, J (John), Kuperman, S, Lucae, S, Lynskey, MT, Maier, W, Mann, K, Männistö, S, Müller-Myhsok, B, Murray, AD, Nurnberger, JI, Preuss, U, Räikkönen, K, Reynolds, MD, Ridinger, M, Scherbaum, N, Schuckit, MA, Soyka, M, Treutlein, J, Witt, SH, Wodarz, N, Zill, P, Adkins, DE, Boomsma, DI, Bierut, LJ, Brown, S, Bucholz, KK, Costello, EJ, Wit, HJ, Diazgranados, N, Eriksson, JG, Farrer, LA, Foroud, TM, Gillespie, NA, Goate, AM, Goldman, D, Grucza, RA, Hancock, DB, Harris, KM, Hesselbrock, V, Hewitt, JK, Hopfer, CJ, Iacono, WG, Johnson, E O, Karpyak, VM, Kendler, KS, Kranzler, HR, Krauter, K, Lind, PA, McGue, M, MacKillop, J, Madden, PA, Maes, HH, Magnusson, PKE, Nelson, EC, Nöthen, MM, Palmer, AA, Penninx, BWJH, Porjesz, B, Rice, JP, Rietschel, M, Riley, BP, Rose, RJ, Shen, PH, Silberg, J, Stallings, MC, Tarter, RE, Vanyukov, MM, Vrieze, S, Wall, TL, Whitfield, JB, Zhao, H, Neale, BM, Wade, TD, Heath, AC, Montgomery, GW, Martin, NG, Sullivan, PF, Kaprio, J, Breen, G, Gelernter, J, Edenberg, HJ, Bulik, CM, and Agrawal, A

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 [rg], 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 (rg = 0.18; false discovery rate q = 0.0006), cannabis initiation and AN (rg = 0.23; q < 0.0001), and cannabis initiation and AN with binge eating (rg = 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 (rgs = −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 phenotyp

Published
2021

23. Associations Between Attention-Deficit/Hyperactivity Disorder and Various Eating Disorders: A Swedish Nationwide Population Study Using Multiple Genetically Informative Approaches

Author

Yao, S., Kuja-Halkola, R., Martin, J., Lu, Y., Lichtenstein, P., Hubel, C., Almqvist, C., Magnusson, P. K., Bulik, C. M., Larsson, H., Norring, C., Birgegard, A., Yilmaz, Z., Watson, H., Baker, J., Thornton, L. M., Adan, R., Ando, T., Bergen, A., Berrettini, W., Boni, C., Boraska Perica, V., Brandt, H., Burghardt, R., Cassina, M., Cesta, C., Clementi, M., Coleman, J., Cone, R., Courtet, P., Crawford, S., Crow, S., Crowley, J., Danner, U., Davis, O., de Zwaan, M., Dedoussis, G., Degortes, D., Desocio, J., Dick, D., Dikeos, D., Dmitrzak-Weglarz, M., Docampo, E., Egberts, K., Ehrlich, S., Escaramis, G., Esko, T., Estivill, X., Favaro, A., Fernandez-Aranda, F., Fichter, M., Finan, C., Fischer, K., Focker, M., Foretova, L., Forzan, M., Franklin, C., Gaspar, H., Gonidakis, F., Gorwood, P., Gratacos, M., Guillaume, S., Guo, Y., Hakonarson, H., Halmi, K., Hatzikotoulas, K., Hauser, J., Hebebrand, J., Helder, S., Hendriks, J., Herpertz-Dahlmann, B., Herzog, W., Hilliard, C., Hinney, A., Huckins, L., Hudson, J., Huemer, J., Imgart, H., Inoko, H., Jimenez-Murcia, S., Johnson, C., Jordan, J., Jureus, A., Kalsi, G., Kaminska, D., Kaplan, A., Kaprio, J., Karhunen, L., Karwautz, A., Kas, M., Kaye, W., Kennedy, J., Kennedy, M., Keski-Rahkonen, A., Kiezebrink, K., Kim, Y. -R., Klump, K., Knudsen, G. P., Koeleman, B., Koubek, D., La Via, M., Landen, M., Levitan, R., Li, D., Lilenfeld, L., Lissowska, J., Magistretti, P., Maj, M., Mannik, K., Martin, N., Mcdevitt, S., Mcguffin, P., Merl, E., Metspalu, A., Meulenbelt, I., Micali, N., Mitchell, J., Mitchell, K., Monteleone, P., Monteleone, A. M., Mortensen, P., Munn-Chernoff, M., Nacmias, B., Nilsson, I., Ntalla, I., O'Toole, J., Pantel, J., Papezova, H., Parker, R., Rabionet, R., Raevuori, A., Rajewski, A., Ramoz, N., Rayner, N. W., Reichborn-Kjennerud, T., Ricca, V., Ripke, S., Ritschel, F., Roberts, M., Rotondo, A., Rybakowski, F., Santonastaso, P., Scherag, A., Schmidt, U., Schork, N., Schosser, A., Seitz, J., Slachtova, L., Slagboom, P. E., Slof-Op't Landt, M., Slopien, A., Smith, T., Sorbi, S., Strengman, E., Strober, M., Sullivan, P., Szatkiewicz, J., Szeszenia-Dabrowska, N., Tachmazidou, I., Tenconi, E., Thornton, L., Tortorella, A., Tozzi, F., Treasure, J., Tsitsika, A., Tziouvas, K., van Elburg, A., van Furth, E., Wade, T., Wagner, G., Walton, E., Woodside, D. B., Zeggini, E., Zerwas, S., Zipfel, S., Alfredsson, L., Andreassen, O., Aschauer, H., Barrett, J., Bencko, V., Carlberg, L., Cichon, S., Cohen-Woods, S., Dina, C., Ding, B., Espeseth, T., Floyd, J., Gallinger, S., Gambaro, G., Giegling, I., Herms, S., Janout, V., Julia, A., Klareskog, L., Le Hellard, S., Leboyer, M., Lundervold, A., Marsal, S., Mattingsdal, M., Navratilova, M., Ophoff, R., Palotie, A., Pinto, D., Ripatti, S., Rujescu, D., Scherer, S., Scott, L., Sladek, R., Soranzo, N., Southam, L., Steen, V., Wichmann, H. -E., Widen, E., Breen, G., Bulik, C., Yao, S., Kuja-Halkola, R., Martin, J., Lu, Y., Lichtenstein, P., Hubel, C., Almqvist, C., Magnusson, P. K., Bulik, C. M., Larsson, H., Norring, C., Birgegard, A., Yilmaz, Z., Watson, H., Baker, J., Thornton, L. M., Adan, R., Ando, T., Bergen, A., Berrettini, W., Boni, C., Boraska Perica, V., Brandt, H., Burghardt, R., Cassina, M., Cesta, C., Clementi, M., Coleman, J., Cone, R., Courtet, P., Crawford, S., Crow, S., Crowley, J., Danner, U., Davis, O., de Zwaan, M., Dedoussis, G., Degortes, D., Desocio, J., Dick, D., Dikeos, D., Dmitrzak-Weglarz, M., Docampo, E., Egberts, K., Ehrlich, S., Escaramis, G., Esko, T., Estivill, X., Favaro, A., Fernandez-Aranda, F., Fichter, M., Finan, C., Fischer, K., Focker, M., Foretova, L., Forzan, M., Franklin, C., Gaspar, H., Gonidakis, F., Gorwood, P., Gratacos, M., Guillaume, S., Guo, Y., Hakonarson, H., Halmi, K., Hatzikotoulas, K., Hauser, J., Hebebrand, J., Helder, S., Hendriks, J., Herpertz-Dahlmann, B., Herzog, W., Hilliard, C., Hinney, A., Huckins, L., Hudson, J., Huemer, J., Imgart, H., Inoko, H., Jimenez-Murcia, S., Johnson, C., Jordan, J., Jureus, A., Kalsi, G., Kaminska, D., Kaplan, A., Kaprio, J., Karhunen, L., Karwautz, A., Kas, M., Kaye, W., Kennedy, J., Kennedy, M., Keski-Rahkonen, A., Kiezebrink, K., Kim, Y. -R., Klump, K., Knudsen, G. P., Koeleman, B., Koubek, D., La Via, M., Landen, M., Levitan, R., Li, D., Lilenfeld, L., Lissowska, J., Magistretti, P., Maj, M., Mannik, K., Martin, N., Mcdevitt, S., Mcguffin, P., Merl, E., Metspalu, A., Meulenbelt, I., Micali, N., Mitchell, J., Mitchell, K., Monteleone, P., Monteleone, A. M., Mortensen, P., Munn-Chernoff, M., Nacmias, B., Nilsson, I., Ntalla, I., O'Toole, J., Pantel, J., Papezova, H., Parker, R., Rabionet, R., Raevuori, A., Rajewski, A., Ramoz, N., Rayner, N. W., Reichborn-Kjennerud, T., Ricca, V., Ripke, S., Ritschel, F., Roberts, M., Rotondo, A., Rybakowski, F., Santonastaso, P., Scherag, A., Schmidt, U., Schork, N., Schosser, A., Seitz, J., Slachtova, L., Slagboom, P. E., Slof-Op't Landt, M., Slopien, A., Smith, T., Sorbi, S., Strengman, E., Strober, M., Sullivan, P., Szatkiewicz, J., Szeszenia-Dabrowska, N., Tachmazidou, I., Tenconi, E., Thornton, L., Tortorella, A., Tozzi, F., Treasure, J., Tsitsika, A., Tziouvas, K., van Elburg, A., van Furth, E., Wade, T., Wagner, G., Walton, E., Woodside, D. B., Zeggini, E., Zerwas, S., Zipfel, S., Alfredsson, L., Andreassen, O., Aschauer, H., Barrett, J., Bencko, V., Carlberg, L., Cichon, S., Cohen-Woods, S., Dina, C., Ding, B., Espeseth, T., Floyd, J., Gallinger, S., Gambaro, G., Giegling, I., Herms, S., Janout, V., Julia, A., Klareskog, L., Le Hellard, S., Leboyer, M., Lundervold, A., Marsal, S., Mattingsdal, M., Navratilova, M., Ophoff, R., Palotie, A., Pinto, D., Ripatti, S., Rujescu, D., Scherer, S., Scott, L., Sladek, R., Soranzo, N., Southam, L., Steen, V., Wichmann, H. -E., Widen, E., Breen, G., Bulik, C., Department of Medical Epidemiology and Biostatistics (MEB), Karolinska Institutet [Stockholm], School of Medicine [Cardiff], Cardiff University-Institute of Medical Genetics [Cardiff], University of North Carolina [Chapel Hill] (UNC), University of North Carolina System (UNC), Department Psychiatry [Chapel Hill], University of North Carolina System (UNC)-University of North Carolina System (UNC), Oregon Research Institute (ORI), Department of Psychiatry [Philadelphia], University of Pennsylvania [Philadelphia], Stockholm County Council, Analyse Phenotypique, Developpementale et Genetique des Comportements Addictifs, Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Diderot - Paris 7 (UPD7), University of Split, Azienda Ospedaliera di Padova, Centre Hospitalier Régional Universitaire [Montpellier] (CHRU Montpellier), Department of Nutrition-Dietetics, Harokopio University of Athens, University of Athens Medical School [Athens], MetaGenoPolis, Institut National de la Recherche Agronomique (INRA), Medstar Research Institute, Center for Genomic Regulation (CRG-UPF), CIBER de Epidemiología y Salud Pública (CIBERESP), Department of Psychiatry (IDIBELL), CIBERobn Fisiopatología de la Obesidad y Nutrición-University Hospital of Bellvitge, Infectious diseases division, Department of internal medicine, Washington University in Saint Louis (WUSTL), Masaryk Memorial Cancer Institute and Medical Faculty of Masaryk University, National and Kapodistrian University of Athens (NKUA), Institut de psychiatrie et neurosciences (U894 / UMS 1266), Université Paris Descartes - Paris 5 (UPD5)-Institut National de la Santé et de la Recherche Médicale (INSERM), Neuropsychiatrie : recherche épidémiologique et clinique (PSNREC), Université Montpellier 1 (UM1)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Montpellier (UM), The Center for Applied Genomics, Children’s Hospital of Philadelphia (CHOP ), Weill Medical College of Cornell University [New York], Department of Genomics, Department of Child and Adolescent Psychiatry and Psychotherapy, LVR-Klinikum Essen, Universität Duisburg-Essen [Essen], Rheinisch-Westfälische Technische Hochschule Aachen (RWTH), Icahn School of Medicine at Mount Sinai [New York] (MSSM), School of Biomedical Sciences, The University of Queensland, Brisbane, QLD, 4072, Australia., Tokai University, Institute for Marine and Antarctic Studies [Horbat] (IMAS), University of Tasmania [Hobart, Australia] (UTAS), National Institute for Health and Welfare [Helsinki], Medizinische Universität Wien = Medical University of Vienna, University of California [San Diego] (UC San Diego), University of California, Psychiatric Neurogenetics Section, Centre for Addiction and Mental Health, School of Computing [Dublin], Dublin City University [Dublin] (DCU), University of Helsinki, University Medical Center [Utrecht], Department of medicine [Stockholm], Karolinska Institutet [Stockholm]-Karolinska University Hospital [Stockholm], Oak Ridge National Laboratory [Oak Ridge] (ORNL), UT-Battelle, LLC, The M Sklodowska-Curie Cancer Center and Institute of Oncology, Brain and Mind Institute, Ecole Polytechnique Fédérale de Lausanne (EPFL), Università degli studi della Campania 'Luigi Vanvitelli', Center for Integrative Genomics - Institute of Bioinformatics, Génopode (CIG), Swiss Institute of Bioinformatics [Lausanne] (SIB), Université de Lausanne (UNIL)-Université de Lausanne (UNIL), Queensland Institute of Medical Research, MRC Social, Genetic and Developmental Psychiatry Centre (SGDP), King‘s College London-The Institute of Psychiatry, Estonian Genome and Medicine, University of Tartu, Section Molecular Epidemiology, Leiden University Medical Center (LUMC), Institute of Psychiatry, King's College, Università degli Studi di Salerno (UNISA), Università degli Studi di Firenze = University of Florence [Firenze] (UNIFI), Vanderbilt University School of Medicine [Nashville], Charles University [Prague] (CU), Department of Chemistry, University of Cambridge, Cambridge CB2 1EW, U.K, Norwegian Institute of Public Health [Oslo] (NIPH), Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard (BROAD INSTITUTE), Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston]-Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], Institute of Medical Informatics, Biometry and Epidemiology, The Scripps Translational Science Institute and The Scripps Research Institute, MRC Centre for Neuropsychiatric Genetics and Genomics, Medical Research Council-Cardiff University, Leiden University Medical Center (LUMC), David Geffen School of Medicine [Los Angeles], University of California [Los Angeles] (UCLA), University of California-University of California, The Jackson Laboratory [Bar Harbor] (JAX), The Nofer Institute of Occupational Medicine, Università degli Studi di Perugia (UNIPG), Neurosciences Centre of Excellence in Drug Discovery, GlaxoSmithKline Research and Development, Utrecht University [Utrecht], SURFACES, Institut de recherches sur la catalyse et l'environnement de Lyon (IRCELYON), Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS)-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Université de Lyon-Institut de Chimie du CNRS (INC)-Centre National de la Recherche Scientifique (CNRS), Centre épigénétique et destin cellulaire (EDC (UMR_7216)), Université Paris Diderot - Paris 7 (UPD7)-Centre National de la Recherche Scientifique (CNRS), Department Biostatistics University of North Carolina, Human Genetics, The Wellcome Trust Sanger Institute [Cambridge], Institute of Environmental Medicine, Karolinska Institutet [Stockholm]-Sachs' Children's Hospital, KG Jebsen Centre for Psychosis Research, University of Oslo (UiO)-Institute of Clinical Medicine-Oslo University Hospital [Oslo], Institute of Hygiene and Epidemiology, Charles University and General University Hospital-First Faculty of Medicine, Life & Brain Center - Department of Genomics, Rheinische Friedrich-Wilhelms-Universität Bonn, unité de recherche de l'institut du thorax UMR1087 UMR6291 (ITX), Université de Nantes - UFR de Médecine et des Techniques Médicales (UFR MEDECINE), Université de Nantes (UN)-Université de Nantes (UN)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Centre National de la Recherche Scientifique (CNRS), University of Oslo (UiO), Familial Gastrointestinal Cancer Registry, Mount Sinai Hospital [Toronto, Canada] (MSH), Centre for Epidemiology and Biostatistics, Faculty of Medicine and Health Leeds, University of Leeds, Department of Optics [Univ Palacký], Faculty of Science [Univ Palacký], Palacky University Olomouc-Palacky University Olomouc, Vall d'Hebron University Hospital [Barcelona], Rheumatology Unit, University of Bergen (UiB), Service de psychiatrie, Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpital Henri Mondor-Hôpital Albert Chenevier, Masaryk Memorial Cancer Institute (RECAMO), Department of Psychiatry, University Medical Center [Utrecht]-Brain Center Rudolf Magnus, Harvard Medical School [Boston] (HMS)-Massachusetts Institute of Technology (MIT)-Massachusetts General Hospital [Boston], Program in Genetics and Genomic Biology, Hospital for Sick Children-University of Toronto McLaughlin Centre, 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), Department of Human Genetics [Montréal], McGill University = Université McGill [Montréal, Canada], Institute of Medical Informatics, Biometry, and Epidemiology, Ludwig-Maximilians-Universität München (LMU)-Chair of Epidemiology, Université Montpellier 1 (UM1)-Université de Montpellier (UM)-Institut National de la Santé et de la Recherche Médicale (INSERM), The Institute of Psychiatry-King‘s College London, Cardiff University-Medical Research Council, and Centre National de la Recherche Scientifique (CNRS)-Université Paris Diderot - Paris 7 (UPD7)

Subjects
Adult, Male, Multifactorial Inheritance, Adolescent, behavioral disciplines and activities, Article, Feeding and Eating Disorders, Young Adult, [SCCO]Cognitive science, Polygenic risk score, Risk Factors, mental disorders, Humans, ADHD, Genetic epidemiology, Registries, Child, Sweden, [SDV.GEN]Life Sciences [q-bio]/Genetics, Eating disorder, Anorexia nervosa, Bulimia nervosa, Eating disorders, Attention Deficit Disorder with Hyperactivity, [SDV.MHEP.PSM]Life Sciences [q-bio]/Human health and pathology/Psychiatrics and mental health, Female, [SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie
Abstract

International audience; BACKGROUND:Although attention-deficit/hyperactivity disorder (ADHD) and eating disorders (EDs) frequently co-occur, little is known about the shared etiology. In this study, we comprehensively investigated the genetic association between ADHD and various EDs, including anorexia nervosa (AN) and other EDs such as bulimia nervosa.METHODS:We applied different genetically informative designs to register-based information of a Swedish nationwide population (N = 3,550,118). We first examined the familial coaggregation of clinically diagnosed ADHD and EDs across multiple types of relatives. We then applied quantitative genetic modeling in full-sisters and maternal half-sisters to estimate the genetic correlations between ADHD and EDs. We further tested the associations between ADHD polygenic risk scores and ED symptoms, and between AN polygenic risk scores and ADHD symptoms, in a genotyped population-based sample (N = 13,472).RESULTS:Increased risk of all types of EDs was found in individuals with ADHD (any ED: odds ratio [OR] = 3.97, 95% confidence interval [CI] = 3.81, 4.14; AN: OR = 2.68, 95% CI = 2.15, 2.86; other EDs: OR = 4.66, 95% CI = 4.47, 4.87; bulimia nervosa: OR = 5.01, 95% CI = 4.63, 5.41) and their relatives compared with individuals without ADHD and their relatives. The magnitude of the associations decreased as the degree of relatedness decreased, suggesting shared familial liability between ADHD and EDs. Quantitative genetic models revealed stronger genetic correlation of ADHD with other EDs (.37, 95% CI = .31, .42) than with AN (.14, 95% CI = .05, .22). ADHD polygenic risk scores correlated positively with ED symptom measures overall and with the subscales Drive for Thinness and Body Dissatisfaction despite small effect sizes.CONCLUSIONS:We observed stronger genetic association with ADHD for non-AN EDs than for AN, highlighting specific genetic correlation beyond a general genetic factor across psychiatric disorders.

Published
2019

25. Genetic identification of cell types underlying brain complex traits yields insights into the etiology of Parkinson’s disease

Author

Bryois, J. Skene, N.G. Hansen, T.F. Kogelman, L.J.A. Watson, H.J. Liu, Z. Adan, R. Alfredsson, L. Ando, T. Andreassen, O. Baker, J. Bergen, A. Berrettini, W. Birgegård, A. Boden, J. Boehm, I. Boni, C. Boraska Perica, V. Brandt, H. Breen, G. Bryois, J. Buehren, K. Bulik, C. Burghardt, R. Cassina, M. Cichon, S. Clementi, M. Coleman, J. Cone, R. Courtet, P. Crawford, S. Crow, S. Crowley, J. Danner, U. Davis, O. de Zwaan, M. Dedoussis, G. Degortes, D. DeSocio, J. Dick, D. Dikeos, D. Dina, C. Dmitrzak-Weglarz, M. Docampo Martinez, E. Duncan, L. Egberts, K. Ehrlich, S. Escaramís, G. Esko, T. Estivill, X. Farmer, A. Favaro, A. Fernández-Aranda, F. Fichter, M. Fischer, K. Föcker, M. Foretova, L. Forstner, A. Forzan, M. Franklin, C. Gallinger, S. Gaspar, H. Giegling, I. Giuranna, J. Giusti-Rodríquez, P. Gonidakis, F. Gordon, S. Gorwood, P. Gratacos Mayora, M. Grove, J. Guillaume, S. Guo, Y. Hakonarson, H. Halmi, K. Hanscombe, K. Hatzikotoulas, K. Hauser, J. Hebebrand, J. Helder, S. Henders, A. Herms, S. Herpertz-Dahlmann, B. Herzog, W. Hinney, A. Horwood, L.J. Hübel, C. Huckins, L. Hudson, J. Imgart, H. Inoko, H. Janout, V. Jiménez-Murcia, S. Johnson, C. Jordan, J. Julià, A. Juréus, A. Kalsi, G. Kaminská, D. Kaplan, A. Kaprio, J. Karhunen, L. Karwautz, A. Kas, M. Kaye, W. Kennedy, J. Kennedy, M. Keski-Rahkonen, A. Kiezebrink, K. Kim, Y.-R. Kirk, K. Klareskog, L. Klump, K. Knudsen, G.P. La Via, M. Landén, M. Larsen, J. Le Hellard, S. Leppä, V. Levitan, R. Li, D. Lichtenstein, P. Lilenfeld, L. Lin, B.D. Lissowska, J. Luykx, J. Magistretti, P. Maj, M. Mannik, K. Marsal, S. Marshall, C. Martin, N. Mattheisen, M. Mattingsdal, M. McDevitt, S. McGuffin, P. Medland, S. Metspalu, A. Meulenbelt, I. Micali, N. Mitchell, J. Mitchell, K. Monteleone, P. Monteleone, A.M. Montgomery, G. Mortensen, P.B. Munn-Chernoff, M. Nacmias, B. Navratilova, M. Norring, C. Ntalla, I. Olsen, C. Ophoff, R. O’Toole, J. Padyukov, L. Palotie, A. Pantel, J. Papezova, H. Parker, R. Pearson, J. Pedersen, N. Petersen, L. Pinto, D. Purves, K. Rabionet, R. Raevuori, A. Ramoz, N. Reichborn-Kjennerud, T. Ricca, V. Ripatti, S. Ripke, S. Ritschel, F. Roberts, M. Rotondo, A. Rujescu, D. Rybakowski, F. Santonastaso, P. Scherag, A. Scherer, S. Schmidt, U. Schork, N. Schosser, A. Seitz, J. Slachtova, L. Slagboom, P.E. Slof-Op ‘t Landt, M. Slopien, A. Sorbi, S. Strober, M. Stuber, G. Sullivan, P. Świątkowska, B. Szatkiewicz, J. Tachmazidou, I. Tenconi, E. Thornton, L. Tortorella, A. Tozzi, F. Treasure, J. Tsitsika, A. Tyszkiewicz-Nwafor, M. Tziouvas, K. van Elburg, A. van Furth, E. Wade, T. Wagner, G. Walton, E. Watson, H. Werge, T. Whiteman, D. Widen, E. Woodside, D.B. Yao, S. Yilmaz, Z. Zeggini, E. Zerwas, S. Zipfel, S. Anttila, V. Artto, V. Belin, A.C. de Boer, I. Boomsma, D.I. Børte, S. Chasman, D.I. Cherkas, L. Christensen, A.F. Cormand, B. Cuenca-Leon, E. Davey-Smith, G. Dichgans, M. van Duijn, C. Esko, T. Esserlind, A.L. Ferrari, M. Frants, R.R. Freilinger, T. Furlotte, N. Gormley, P. Griffiths, L. Hamalainen, E. Hiekkala, M. Ikram, M.A. Ingason, A. Järvelin, M.-R. Kajanne, R. Kallela, M. Kaprio, J. Kaunisto, M. Kogelman, L.J.A. Kubisch, C. Kurki, M. Kurth, T. Launer, L. Lehtimaki, T. Lessel, D. Ligthart, L. Litterman, N. Maagdenberg, A. Macaya, A. Malik, R. Mangino, M. McMahon, G. Muller-Myhsok, B. Neale, B.M. Northover, C. Nyholt, D.R. Olesen, J. Palotie, A. Palta, P. Pedersen, L. Pedersen, N. Posthuma, D. Pozo-Rosich, P. Pressman, A. Raitakari, O. Schürks, M. Sintas, C. Stefansson, K. Stefansson, H. Steinberg, S. Strachan, D. Terwindt, G. Vila-Pueyo, M. Wessman, M. Winsvold, B.S. Zhao, H. Zwart, J.A. Agee, M. Alipanahi, B. Auton, A. Bell, R. Bryc, K. Elson, S. Fontanillas, P. Furlotte, N. Heilbron, K. Hinds, D. Huber, K. Kleinman, A. Litterman, N. McCreight, J. McIntyre, M. Mountain, J. Noblin, E. Northover, C. Pitts, S. Sathirapongsasuti, J. Sazonova, O. Shelton, J. Shringarpure, S. Tian, C. Tung, J. Vacic, V. Wilson, C. Brueggeman, L. Bulik, C.M. Arenas, E. Hjerling-Leffler, J. Sullivan, P.F. International Headache Genetics Consortium Eating Disorders Working Group of the Psychiatric Genomics Consortium

Abstract

Genome-wide association studies have discovered hundreds of loci associated with complex brain disorders, but it remains unclear in which cell types these loci are active. Here we integrate genome-wide association study results with single-cell transcriptomic data from the entire mouse nervous system to systematically identify cell types underlying brain complex traits. We show that psychiatric disorders are predominantly associated with projecting excitatory and inhibitory neurons. Neurological diseases were associated with different cell types, which is consistent with other lines of evidence. Notably, Parkinson’s disease was genetically associated not only with cholinergic and monoaminergic neurons (which include dopaminergic neurons) but also with enteric neurons and oligodendrocytes. Using post-mortem brain transcriptomic data, we confirmed alterations in these cells, even at the earliest stages of disease progression. Our study provides an important framework for understanding the cellular basis of complex brain maladies, and reveals an unexpected role of oligodendrocytes in Parkinson’s disease. © 2020, The Author(s), under exclusive licence to Springer Nature America, Inc.

Published
2020

28. Genetic identification of cell types underlying brain complex traits yields insights into the etiology of Parkinson's disease

Author

Bryois J., Skene N. G., Hansen T. F., Kogelman L. J. A., Watson H. J., Liu Z., Adan R., Alfredsson L., Ando T., Andreassen O., Baker J., Bergen A., Berrettini W., Birgegard A., Boden J., Boehm I., Boni C., Boraska Perica V., Brandt H., Breen G., Buehren K., Bulik C., Burghardt R., Cassina M., Cichon S., Clementi M., Coleman J., Cone R., Courtet P., Crawford S., Crow S., Crowley J., Danner U., Davis O., de Zwaan M., Dedoussis G., Degortes D., DeSocio J., Dick D., Dikeos D., Dina C., Dmitrzak-Weglarz M., Docampo Martinez E., Duncan L., Egberts K., Ehrlich S., Escaramis G., Esko T., Estivill X., Farmer A., Favaro A., Fernandez-Aranda F., Fichter M., Fischer K., Focker M., Foretova L., Forstner A., Forzan M., Franklin C., Gallinger S., Gaspar H., Giegling I., Giuranna J., Giusti-Rodriquez P., Gonidakis F., Gordon S., Gorwood P., Gratacos Mayora M., Grove J., Guillaume S., Guo Y., Hakonarson H., Halmi K., Hanscombe K., Hatzikotoulas K., Hauser J., Hebebrand J., Helder S., Henders A., Herms S., Herpertz-Dahlmann B., Herzog W., Hinney A., Horwood L. J., Hubel C., Huckins L., Hudson J., Imgart H., Inoko H., Janout V., Jimenez-Murcia S., Johnson C., Jordan J., Julia A., Jureus A., Kalsi G., Kaminska D., Kaplan A., Kaprio J., Karhunen L., Karwautz A., Kas M., Kaye W., Kennedy J., Kennedy M., Keski-Rahkonen A., Kiezebrink K., Kim Y. -R., Kirk K., Klareskog L., Klump K., Knudsen G. P., La Via M., Landen M., Larsen J., Le Hellard S., Leppa V., Levitan R., Li D., Lichtenstein P., Lilenfeld L., Lin B. D., Lissowska J., Luykx J., Magistretti P., Maj M., Mannik K., Marsal S., Marshall C., Martin N., Mattheisen M., Mattingsdal M., McDevitt S., McGuffin P., Medland S., Metspalu A., Meulenbelt I., Micali N., Mitchell J., Mitchell K., Monteleone P., Monteleone A. M., Montgomery G., Mortensen P. B., Munn-Chernoff M., Nacmias B., Navratilova M., Norring C., Ntalla I., Olsen C., Ophoff R., O'Toole J., Padyukov L., Palotie A., Pantel J., Papezova H., Parker R., Pearson J., Pedersen N., Petersen L., Pinto D., Purves K., Rabionet R., Raevuori A., Ramoz N., Reichborn-Kjennerud T., Ricca V., Ripatti S., Ripke S., Ritschel F., Roberts M., Rotondo A., Rujescu D., Rybakowski F., Santonastaso P., Scherag A., Scherer S., Schmidt U., Schork N., Schosser A., Seitz J., Slachtova L., Slagboom P. E., Slof-Op 't Landt M., Slopien A., Sorbi S., Strober M., Stuber G., Sullivan P., Swiatkowska B., Szatkiewicz J., Tachmazidou I., Tenconi E., Thornton L., Tortorella A., Tozzi F., Treasure J., Tsitsika A., Tyszkiewicz-Nwafor M., Tziouvas K., van Elburg A., van Furth E., Wade T., Wagner G., Walton E., Watson H., Werge T., Whiteman D., Widen E., Woodside D. B., Yao S., Yilmaz Z., Zeggini E., Zerwas S., Zipfel S., Anttila V., Artto V., Belin A. C., de Boer I., Boomsma D. I., Borte S., Chasman D. I., Cherkas L., Christensen A. F., Cormand B., Cuenca-Leon E., Davey-Smith G., Dichgans M., van Duijn C., Esserlind A. L., Ferrari M., Frants R. R., Freilinger T., Furlotte N., Gormley P., Griffiths L., Hamalainen E., Hiekkala M., Ikram M. A., Ingason A., Jarvelin M. -R., Kajanne R., Kallela M., Kaunisto M., Kubisch C., Kurki M., Kurth T., Launer L., Lehtimaki T., Lessel D., Ligthart L., Litterman N., Maagdenberg A., Macaya A., Malik R., Mangino M., McMahon G., Muller-Myhsok B., Neale B. M., Northover C., Nyholt D. R., Olesen J., Palta P., Pedersen L., Posthuma D., Pozo-Rosich P., Pressman A., Raitakari O., Schurks M., Sintas C., Stefansson K., Stefansson H., Steinberg S., Strachan D., Terwindt G., Vila-Pueyo M., Wessman M., Winsvold B. S., Zhao H., Zwart J. A., Agee M., Alipanahi B., Auton A., Bell R., Bryc K., Elson S., Fontanillas P., Heilbron K., Hinds D., Huber K., Kleinman A., McCreight J., McIntyre M., Mountain J., Noblin E., Pitts S., Sathirapongsasuti J., Sazonova O., Shelton J., Shringarpure S., Tian C., Tung J., Vacic V., Wilson C., Brueggeman L., Bulik C. M., Arenas E., Hjerling-Leffler J., Sullivan P. F., Functional Genomics, APH - Methodology, APH - Mental Health, Biological Psychology, APH - Personalized Medicine, Amsterdam Neuroscience - Complex Trait Genetics, Complex Trait Genetics, Bryois, Julien, Hansen, Thomas Folkmann, Kogelman, Lisette J A, Watson, Hunna J, Breen, Gerome, Bulik, Cynthia M, Micali, Nadia, van Duijn, C, Kas lab, Bryois, J., Skene, N. G., Hansen, T. F., Kogelman, L. J. A., Watson, H. J., Liu, Z., Adan, R., Alfredsson, L., Ando, T., Andreassen, O., Baker, J., Bergen, A., Berrettini, W., Birgegard, A., Boden, J., Boehm, I., Boni, C., Boraska Perica, V., Brandt, H., Breen, G., Buehren, K., Bulik, C., Burghardt, R., Cassina, M., Cichon, S., Clementi, M., Coleman, J., Cone, R., Courtet, P., Crawford, S., Crow, S., Crowley, J., Danner, U., Davis, O., de Zwaan, M., Dedoussis, G., Degortes, D., Desocio, J., Dick, D., Dikeos, D., Dina, C., Dmitrzak-Weglarz, M., Docampo Martinez, E., Duncan, L., Egberts, K., Ehrlich, S., Escaramis, G., Esko, T., Estivill, X., Farmer, A., Favaro, A., Fernandez-Aranda, F., Fichter, M., Fischer, K., Focker, M., Foretova, L., Forstner, A., Forzan, M., Franklin, C., Gallinger, S., Gaspar, H., Giegling, I., Giuranna, J., Giusti-Rodriquez, P., Gonidakis, F., Gordon, S., Gorwood, P., Gratacos Mayora, M., Grove, J., Guillaume, S., Guo, Y., Hakonarson, H., Halmi, K., Hanscombe, K., Hatzikotoulas, K., Hauser, J., Hebebrand, J., Helder, S., Henders, A., Herms, S., Herpertz-Dahlmann, B., Herzog, W., Hinney, A., Horwood, L. J., Hubel, C., Huckins, L., Hudson, J., Imgart, H., Inoko, H., Janout, V., Jimenez-Murcia, S., Johnson, C., Jordan, J., Julia, A., Jureus, A., Kalsi, G., Kaminska, D., Kaplan, A., Kaprio, J., Karhunen, L., Karwautz, A., Kas, M., Kaye, W., Kennedy, J., Kennedy, M., Keski-Rahkonen, A., Kiezebrink, K., Kim, Y. -R., Kirk, K., Klareskog, L., Klump, K., Knudsen, G. P., La Via, M., Landen, M., Larsen, J., Le Hellard, S., Leppa, V., Levitan, R., Li, D., Lichtenstein, P., Lilenfeld, L., Lin, B. D., Lissowska, J., Luykx, J., Magistretti, P., Maj, M., Mannik, K., Marsal, S., Marshall, C., Martin, N., Mattheisen, M., Mattingsdal, M., Mcdevitt, S., Mcguffin, P., Medland, S., Metspalu, A., Meulenbelt, I., Micali, N., Mitchell, J., Mitchell, K., Monteleone, P., Monteleone, A. M., Montgomery, G., Mortensen, P. B., Munn-Chernoff, M., Nacmias, B., Navratilova, M., Norring, C., Ntalla, I., Olsen, C., Ophoff, R., O'Toole, J., Padyukov, L., Palotie, A., Pantel, J., Papezova, H., Parker, R., Pearson, J., Pedersen, N., Petersen, L., Pinto, D., Purves, K., Rabionet, R., Raevuori, A., Ramoz, N., Reichborn-Kjennerud, T., Ricca, V., Ripatti, S., Ripke, S., Ritschel, F., Roberts, M., Rotondo, A., Rujescu, D., Rybakowski, F., Santonastaso, P., Scherag, A., Scherer, S., Schmidt, U., Schork, N., Schosser, A., Seitz, J., Slachtova, L., Slagboom, P. E., Slof-Op 't Landt, M., Slopien, A., Sorbi, S., Strober, M., Stuber, G., Sullivan, P., Swiatkowska, B., Szatkiewicz, J., Tachmazidou, I., Tenconi, E., Thornton, L., Tortorella, A., Tozzi, F., Treasure, J., Tsitsika, A., Tyszkiewicz-Nwafor, M., Tziouvas, K., van Elburg, A., van Furth, E., Wade, T., Wagner, G., Walton, E., Watson, H., Werge, T., Whiteman, D., Widen, E., Woodside, D. B., Yao, S., Yilmaz, Z., Zeggini, E., Zerwas, S., Zipfel, S., Anttila, V., Artto, V., Belin, A. C., de Boer, I., Boomsma, D. I., Borte, S., Chasman, D. I., Cherkas, L., Christensen, A. F., Cormand, B., Cuenca-Leon, E., Davey-Smith, G., Dichgans, M., van Duijn, C., Esserlind, A. L., Ferrari, M., Frants, R. R., Freilinger, T., Furlotte, N., Gormley, P., Griffiths, L., Hamalainen, E., Hiekkala, M., Ikram, M. A., Ingason, A., Jarvelin, M. -R., Kajanne, R., Kallela, M., Kaunisto, M., Kubisch, C., Kurki, M., Kurth, T., Launer, L., Lehtimaki, T., Lessel, D., Ligthart, L., Litterman, N., Maagdenberg, A., Macaya, A., Malik, R., Mangino, M., Mcmahon, G., Muller-Myhsok, B., Neale, B. M., Northover, C., Nyholt, D. R., Olesen, J., Palta, P., Pedersen, L., Posthuma, D., Pozo-Rosich, P., Pressman, A., Raitakari, O., Schurks, M., Sintas, C., Stefansson, K., Stefansson, H., Steinberg, S., Strachan, D., Terwindt, G., Vila-Pueyo, M., Wessman, M., Winsvold, B. S., Zhao, H., Zwart, J. A., Agee, M., Alipanahi, B., Auton, A., Bell, R., Bryc, K., Elson, S., Fontanillas, P., Heilbron, K., Hinds, D., Huber, K., Kleinman, A., Mccreight, J., Mcintyre, M., Mountain, J., Noblin, E., Pitts, S., Sathirapongsasuti, J., Sazonova, O., Shelton, J., Shringarpure, S., Tian, C., Tung, J., Vacic, V., Wilson, C., Brueggeman, L., Bulik, C. M., Arenas, E., Hjerling-Leffler, J., and Sullivan, P. F.

Subjects
Nervous system, Netherlands Twin Register (NTR), Aging, Parkinson's disease, Medizin, Genome-wide association study, Disease, Neurodegenerative, Medical and Health Sciences, ddc:616.89, Mice, 0302 clinical medicine, Malaltia de Parkinson, Monoaminergic, Eating Disorders Working Group of the Psychiatric Genomics Consortium, 2.1 Biological and endogenous factors, Aetiology, Cervell, ALZHEIMERS, NEURONS, Animals, Brain, Genome-Wide Association Study, Humans, Neurons, Parkinson Disease, Transcriptome, 11 Medical and Health Sciences, Genetics & Heredity, 0303 health sciences, Parkinson Disease/etiology/genetics/pathology, HERITABILITY, International Headache Genetics Consortium, Biological Sciences, Transcriptome/genetics, medicine.anatomical_structure, Neurological, Genome-Wide Association Study/methods, Alzheimer's disease, Life Sciences & Biomedicine, Gens, Cell type, TISSUES, 1.1 Normal biological development and functioning, Biology, IMMUNITY, 23andMe Research Team, Article, 03 medical and health sciences, ENTERIC NERVOUS-SYSTEM, SDG 3 - Good Health and Well-being, Underpinning research, medicine, Genetics, Brain/pathology, GENOME-WIDE ASSOCIATION, NUCLEUS, METAANALYSIS, 030304 developmental biology, Science & Technology, Neurons/pathology, Human Genome, Neurosciences, 06 Biological Sciences, medicine.disease, RISK LOCI, Brain Disorders, Genes, Enteric nervous system, Neuroscience, 030217 neurology & neurosurgery, Developmental Biology
Abstract

Genome-wide association studies have discovered hundreds of loci associated with complex brain disorders, but it remains unclear in which cell types these loci are active. Here we integrate genome-wide association study results with single-cell transcriptomic data from the entire mouse nervous system to systematically identify cell types underlying brain complex traits. We show that psychiatric disorders are predominantly associated with projecting excitatory and inhibitory neurons. Neurological diseases were associated with different cell types, which is consistent with other lines of evidence. Notably, Parkinson’s disease was genetically associated not only with cholinergic and monoaminergic neurons (which include dopaminergic neurons) but also with enteric neurons and oligodendrocytes. Using post-mortem brain transcriptomic data, we confirmed alterations in these cells, even at the earliest stages of disease progression. Our study provides an important framework for understanding the cellular basis of complex brain maladies, and reveals an unexpected role of oligodendrocytes in Parkinson’s disease. Eating Disorders Working Group of the Psychiatric Genomics Consortium Roger Adan17,18,19, Lars Alfredsson20, Tetsuya Ando21, Ole Andreassen22, Jessica Baker9, Andrew Bergen23,24, Wade Berrettini25, Andreas Birgegård26,27, Joseph Boden28, Ilka Boehm29, Claudette Boni30, Vesna Boraska Perica31,32, Harry Brandt33, Gerome Breen13,14, Julien Bryois1, Katharina Buehren34, Cynthia Bulik1,9,15, Roland Burghardt35, Matteo Cassina36, Sven Cichon37, Maurizio Clementi36, Jonathan Coleman13,14, Roger Cone38, Philippe Courtet39, Steven Crawford33, Scott Crow40, James Crowley16,26, unna Danner18, Oliver Davis41,42, Martina de Zwaan43, George Dedoussis44, Daniela Degortes45, Janiece DeSocio46, Danielle Dick47, Dimitris Dikeos48, Christian Dina49,50, Monika Dmitrzak-Weglarz51, Elisa Docampo Martinez52,53,54, Laramie Duncan55, Karin Egberts56, Stefan Ehrlich29, Geòrgia Escaramís52,53,54, Tõnu Esko57,58, Xavier Estivill52,53,54,59, Anne Farmer13, Angela Favaro45, Fernando Fernández-Aranda60,61, Manfred Fichter62,63, Krista Fischer57, Manuel Föcker64, Lenka Foretova65, Andreas Forstner37,66,67,68,69, Monica Forzan36, Christopher Franklin31, Steven Gallinger70, Héléna Gaspar13,14, Ina Giegling71, Johanna Giuranna64, Paola Giusti-Rodríquez16, Fragiskos Gonidakis72, Scott Gordon73, Philip Gorwood30,74, Monica Gratacos Mayora52,53,54, Jakob Grove75,76,77,78, Sébastien Guillaume39, Yiran Guo79, Hakon Hakonarson79,80, Katherine Halmi81, Ken Hanscombe82, Konstantinos Hatzikotoulas31, Joanna Hauser83, Johannes Hebebrand64, Sietske Helder13,84, Anjali Henders85, Stefan Herms37,69, Beate Herpertz-Dahlmann34, Wolfgang Herzog86, Anke Hinney64, L. John Horwood28, Christopher Hübel1,13, Laura Huckins31,87, James Hudson88, Hartmut Imgart89, Hidetoshi Inoko90, Vladimir Janout91, Susana Jiménez-Murcia60,61, Craig Johnson92, Jennifer Jordan93,94, Antonio Julià95, Anders Juréus1, Gursharan Kalsi13, Deborah Kaminská96, Allan Kaplan97, Jaakko Kaprio98,99, Leila Karhunen100, Andreas Karwautz101, Martien Kas17,102, Walter Kaye103, James Kennedy97, Martin Kennedy104, Anna Keski-Rahkonen98, Kirsty Kiezebrink105, Youl-Ri Kim106, Katherine Kirk73, Lars Klareskog107, Kelly Klump108, Gun Peggy Knudsen109, Maria La Via9, Mikael Landén1,19, Janne Larsen76,110,111, Stephanie Le Hellard112,113,114, Virpi Leppä1, Robert Levitan115, Dong Li79, Paul Lichtenstein1, Lisa Lilenfeld116, Bochao Danae Lin17, Jolanta Lissowska117, Jurjen Luykx17, Pierre Magistretti118,119, Mario Maj120, Katrin Mannik57,121, Sara Marsal95, Christian Marshall122, Nicholas Martin73, Manuel Mattheisen26,27,75,123, Morten Mattingsdal22, Sara McDevitt124,125, Peter McGuffin13, Sarah Medland73, Andres Metspalu57,126, Ingrid Meulenbelt127, Nadia Micali128,129, James Mitchell130, Karen Mitchell131, Palmiero Monteleone132, Alessio Maria Monteleone120, Grant Montgomery73,85,133, Preben Bo Mortensen76,110,111, Melissa Munn-Chernoff9, Benedetta Nacmias134, Marie Navratilova65, Claes Norring26,27, Ioanna Ntalla44, Catherine Olsen73, Roel Ophoff17,135, Julie O’Toole136, Leonid Padyukov107, Aarno Palotie58,99,137, Jacques Pantel30, Hana Papezova96, Richard Parker73, John Pearson138, Nancy Pedersen1, Liselotte Petersen76,110,111, Dalila Pinto87, Kirstin Purves13, Raquel Rabionet139,140,141, Anu Raevuori98, Nicolas Ramoz30, Ted Reichborn-Kjennerud109,142, Valdo Ricca134,143, Samuli Ripatti144, Stephan Ripke145,146,147, Franziska Ritschel29,148, Marion Roberts13, Alessandro Rotondo149, Dan Rujescu62,71, Filip Rybakowski150, Paolo Santonastaso151, André Scherag152, Stephen Scherer153, ulrike Schmidt13, Nicholas Schork154, Alexandra Schosser155, Jochen Seitz34, Lenka Slachtova156, P. Eline Slagboom127, Margarita Slof-Op ‘t Landt157,158, Agnieszka Slopien159, Sandro Sorbi134,160, Michael Strober161,162, Garret Stuber9,163, Patrick Sullivan1,16, Beata Świątkowska164, Jin Szatkiewicz16, Ioanna Tachmazidou31, Elena Tenconi45, Laura Thornton9, Alfonso Tortorella165,166, Federica Tozzi167, Janet Treasure13, Artemis Tsitsika168, Marta Tyszkiewicz-Nwafor150, Konstantinos Tziouvas169, Annemarie van Elburg18,170, Eric van Furth157,158, Tracey Wade171, Gudrun Wagner101, Esther Walton29, Hunna Watson9,10,11, Thomas Werge172, David Whiteman73, Elisabeth Widen99, D. Blake Woodside173,174, Shuyang Yao1, Zeynep Yilmaz9,16, Eleftheria Zeggini31,175, Stephanie Zerwas9 and Stephan Zipfel176 17Brain Center Rudolf Magnus, Department of Translational Neuroscience, University Medical Center Utrecht, Utrecht, the Netherlands. 18Center for Eating Disorders Rintveld, Altrecht Mental Health Institute, Zeist, the Netherlands. 19Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden. 20Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden. 21Department of Behavioral Medicine, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan. 22NORMENT KG Jebsen Centre, Division of Mental Health and Addiction, University of Oslo, Oslo University Hospital, Oslo, Norway. 23BioRealm, LLC, Walnut, CA, USA. 24Oregon Research Institute, Eugene, OR, USA. 25Department of Psychiatry, Center for Neurobiology and Behavior, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA. 26Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden. 27Center for Psychiatry Research, Stockholm Health Care Services, Stockholm City Council, Stockholm, Sweden. 28Christchurch Health and Development Study, University of Otago, Christchurch, New Zealand. 29Division of Psychological and Social Medicine and Developmental Neurosciences, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany. 30INSERM U894, Centre of Psychiatry and Neuroscience, Paris, France. 31Wellcome Sanger Institute, Hinxton, Cambridge, UK. 32Department of Medical Biology, School of Medicine, University of Split, Split, Croatia. 33The Center for Eating Disorders at Sheppard Pratt, Baltimore, MD, USA. 34Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, RWTH Aachen University, Aachen, Germany. 35Klinikum Frankfurt/Oder, Frankfurt, Germany. 36Clinical Genetics Unit, Department of Woman and Child Health, University of Padova, Padua, Italy. 37Institute of Medical Genetics and Pathology, University Hospital Basel, Basel, Switzerland. 38Life Sciences Institute and Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, MI, USA. 39Department of Emergency Psychiatry and Post-Acute Care, CHRU Montpellier, University of Montpellier, Montpellier, France. 40Department of Psychiatry, University of Minnesota, Minneapolis, MN, USA. 41MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK. 42School of Social and Community Medicine, University of Bristol, Bristol, UK. 43Department of Psychosomatic Medicine and Psychotherapy, Hannover Medical School, Hannover, Germany. 44Department of Nutrition and Dietetics, Harokopio University, Athens, Greece. 45Department of Neurosciences, University of Padova, Padua, Italy. 46College of Nursing, Seattle University, Seattle, WA, USA. 47Department of Psychology, Virginia Commonwealth University, Richmond, VA, USA. 48Department of Psychiatry, Athens University Medical School, Athens University, Athens, Greece. 49L’institut du thorax, INSERM, CNRS, UNIV Nantes, Nantes, France. 50L’institut du thorax, CHU Nantes, Nantes, France. 51Department of Psychiatric Genetics, Poznań University of Medical Sciences, Poznań, Poland. 52Barcelona Institute of Science and Technology, Barcelona, Spain. 53Universitat Pompeu Fabra, Barcelona, Spain. 54Centro de Investigación Biomédica en Red en Epidemiología y Salud Pública (CIBERESP), Barcelona, Spain. 55Department of Psychiatry and Behavioral Sciences, Stanford University Stanford, CA, USA. 56Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University Hospital of Würzburg, Centre for Mental Health, Würzburg, Germany. 57Estonian Genome Center, University of Tartu, Tartu, Estonia. 58Program in Medical and Population Genetics, Broad Institute of the Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA. 59Genomics and Disease, Bioinformatics and Genomics Programme, Centre for Genomic Regulation, Barcelona, Spain. 60Department of Psychiatry, University Hospital of Bellvitge –IDIBELL and CIBERobn, Barcelona, Spain. 61Department of Clinical Sciences, School of Medicine, University of Barcelona, Barcelona, Spain. 62Department of Psychiatry and Psychotherapy, Ludwig-Maximilians-University (LMU), Munich, Germany. 63Schön Klinik Roseneck affiliated with the Medical Faculty of the University of Munich (LMU), Munich, Germany. 64Department of Child and Adolescent Psychiatry, University Hospital Essen, University of Duisburg-Essen, Essen, Germany. 65Department of Cancer, Epidemiology and Genetics, Masaryk Memorial Cancer Institute, Brno, Czech Republic. 66Institute of Human Genetics, University of Bonn School of Medicine & University Hospital Bonn, Bonn, Germany. 67Department of Genomics, Life and Brain Center, University of Bonn, Bonn, Germany. 68Department of Psychiatry (UPK), University of Basel, Basel, Switzerland. 69Department of Biomedicine, University of Basel, Basel, Switzerland. 70Department of Surgery, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada. 71Department of Psychiatry, Psychotherapy and Psychosomatics, Martin Luther University of Halle-Wittenberg, Halle, Germany. 721st Psychiatric Department, National and Kapodistrian University of Athens, Medical School, Eginition Hospital, Athens, Greece. 73QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia. 74CMME (Groupe Hospitalier Sainte-Anne), Paris Descartes University, Paris, France. 75Department of Biomedicine, Aarhus University, Aarhus, Denmark. 76The Lundbeck Foundation Initiative for Integrative Psychiatric Research (iPSyCH), Aarhus, Denmark. 77Centre for Integrative Sequencing, iSEQ, Aarhus University, Aarhus, Denmark. 78Bioinformatics Research Centre, Aarhus University, Aarhus, Denmark. 79Center for Applied Genomics, Children’s Hospital of Philadelphia, Philadelphia, PA, USA. 80Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. 81Department of Psychiatry, Weill Cornell Medical College, New york, Ny, USA. 82Department of Medical and Molecular Genetics, King’s College London, Guy’s Hospital, London, UK. 83Department of Adult Psychiatry, Poznań University of Medical Sciences, Poznań, Poland. 84Zorg op Orde, Leidschendam, the Netherlands. 85Institute for Molecular Bioscience, University of Queensland, Brisbane, Queensland, Australia. 86Department of General Internal Medicine and Psychosomatics, Heidelberg University Hospital, Heidelberg University, Heidelberg, Germany. 87Department of Psychiatry, and Genetics and Genomics Sciences, Division of Psychiatric Genomics, Icahn School of Medicine at Mount Sinai, New york, Ny, USA. 88Biological Psychiatry Laboratory, McLean Hospital/Harvard Medical School, Boston, MA, USA. 89Eating Disorders Unit, Parklandklinik, Bad Wildungen, Germany. 90Department of Molecular Life Science, Division of Basic Medical Science and Molecular Medicine, School of Medicine, Tokai University, Isehara, Japan. 91Faculty of Health Sciences, Palacky University, Olomouc, Czech Republic. 92Eating Recovery Center, Denver, CO, USA. 93Department of Psychological Medicine, University of Otago, Christchurch, New Zealand. 94Canterbury District Health Board, Christchurch, New Zealand. 95Rheumatology Research Group, Vall d’Hebron Research Institute, Barcelona, Spain. 96Department of Psychiatry, First Faculty of Medicine, Charles University, Prague, Czech Republic. 97Center for Addiction and Mental Health, Department of Psychiatry, Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada. 98Department of Public Health, University of Helsinki, Helsinki, Finland. 99Institute for Molecular Medicine Finland, Helsinki Institute of Life Science, University of Helsinki, Helsinki, Finland. 100Institute of Public Health and Clinical Nutrition, Department of Clinical Nutrition, University of Eastern Finland, Kuopio, Finland. 101Eating Disorders Unit, Department of Child and Adolescent Psychiatry, Medical University of Vienna, Vienna, Austria. 102Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, the Netherlands. 103Department of Psychiatry, University of California San Diego, San Diego, CA, USA. 104Department of Pathology and Biomedical Science, University of Otago, Christchurch, New Zealand. 105Health Services Research Unit, University of Aberdeen, Aberdeen, UK. 106Department of Psychiatry, Seoul Paik Hospital, Inje University, Seoul, Korea. 107Rheumatology Unit, Department of Medicine, Center for Molecular Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden. 108Department of Psychology, Michigan State University, East Lansing, MI, USA. 109Department of Mental Disorders, Norwegian Institute of Public Health, Oslo, Norway. 110National Centre for Register-Based Research, Aarhus BSS, Aarhus University, Aarhus, Denmark. 111Centre for Integrated Register-based Research (CIRRAU), Aarhus University, Aarhus, Denmark. 112Department of Clinical Science, K.G. Jebsen Centre for Psychosis Research, Norwegian Centre for Mental Disorders Research (NORMENT), University of Bergen, Bergen, Norway. 113Dr. Einar Martens Research Group for Biological Psychiatry, Center for Medical Genetics and Molecular Medicine, Haukeland University Hospital, Bergen, Norway. 114Department of Clinical Medicine, Laboratory Building, Haukeland University Hospital, Bergen, Norway. 115Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada. 116American School of Professional Psychology, Argosy University, Northern Virginia, Arlington, VA, USA. 117Department of Cancer Epidemiology and Prevention, M Skłodowska-Curie Cancer Center - Oncology Center, Warsaw, Poland. 118BESE Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia. 119Department of Psychiatry, University of Lausanne-University Hospital of Lausanne (UNIL-CHUV), Lausanne, Switzerland. 120Department of Psychiatry, University of Campania ‘Luigi Vanvitelli’, Naples, Italy. 121Center for Integrative Genomics, University of Lausanne, Lausanne, Switzerland. 122Department of Paediatric Laboratory Medicine, The Hospital for Sick Children, Toronto, Ontario, Canada. 123Department of Psychiatry, Psychosomatics and Psychotherapy, University of Würzburg, Würzburg, Germany. 124Department of Psychiatry, University College Cork, Cork, Ireland. 125Eist Linn Adolescent Unit, Bessborough, Health Service Executive South, Cork, Ireland. 126Institute of Molecular and Cell Biology, University of Tartu, Tartu, Estonia. 127Molecular Epidemiology Section (Department of Medical Statistics), Leiden University Medical Centre, Leiden, the Netherlands. 128Department of Psychiatry, Faculty of Medicine, University of Geneva, Geneva, Switzerland. 129Division of Child and Adolescent Psychiatry, Geneva University Hospital, Geneva, Switzerland. 130Department of Psychiatry and Behavioral Science, University of North Dakota School of Medicine and Health Sciences, Fargo, ND, USA. 131National Center for PTSD, VA Boston Healthcare System, Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA. 132Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, Salerno, Italy. 133Queensland Brain Institute, University of Queensland, Brisbane, Queensland, Australia. 134Department of Neuroscience, Psychology, Drug Research and Child Health (NEUROFARBA), University of Florence, Florence, Italy. 135Center for Neurobehavioral Genetics, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA. 136Kartini Clinic, Portland, OR, USA. 137Center for Human Genome Research at the Massachusetts General Hospital, Boston, MA, USA. 138Biostatistics and Computational Biology Unit, University of Otago, Christchurch, New Zealand. 139Saint Joan de Déu Research Institute, Saint Joan de Déu Barcelona Children’s Hospital, Barcelona, Spain. 140Institute of Biomedicine (IBUB), University of Barcelona, Barcelona, Spain. 141Department of Genetics, Microbiology and Statistics, University of Barcelona, Barcelona, Spain. 142Institute of Clinical Medicine, University of Oslo, Oslo, Norway. 143Department of Health Science, University of Florence, Florence, Italy. 144Department of Biometry, University of Helsinki, Helsinki, Finland. 145Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA. 146Stanley Center for Psychiatric Research, Broad Institute of the Massachusetts Institute of Technology and Harvard University, Cambridge, MA, USA. 147Department of Psychiatry and Psychotherapy, Charité - Universitätsmedizin, Berlin, Germany. 148Eating Disorders Research and Treatment Center, Department of Child and Adolescent Psychiatry, Faculty of Medicine, Technische Universität Dresden, Dresden, Germany. 149Department of Psychiatry, Neurobiology, Pharmacology, and Biotechnologies, University of Pisa, Pisa, Italy. 150Department of Psychiatry, Poznań University of Medical Sciences, Poznań, Poland. 151Department of Neurosciences, Padua Neuroscience Center, University of Padova, Padua, Italy. 152Institute of Medical Statistics, Computer and Data Sciences, Jena University Hospital, Jena, Germany. 153Department of Genetics and Genomic Biology, The Hospital for Sick Children, Toronto, Ontario, Canada. 154J. Craig Venter Institute (JCVI), La Jolla, CA, USA. 155Department of Psychiatry and Psychotherapy, Medical University of Vienna, Vienna, Austria. 156Department of Pediatrics and Center of Applied Genomics, First Faculty of Medicine, Charles University, Prague, Czech Republic. 157Center for Eating Disorders Ursula, Rivierduinen, Leiden, the Netherlands. 158Department of Psychiatry, Leiden University Medical Centre, Leiden, the Netherlands. 159Department of Child and Adolescent Psychiatry, Poznań University of Medical Sciences, Poznań, Poland. 160IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy. 161Department of Psychiatry and Biobehavioral Science, Semel Institute for Neuroscience and Human Behavior, University of California Los Angeles, Los Angeles, CA, USA. 162David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA. 163Department of Cell Biology and Physiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA. 164Department of Environmental Epidemiology, Nofer Institute of Occupational Medicine, Lodz, Poland. 165Department of Psychiatry, University of Naples SUN, Naples, Italy. 166Department of Psychiatry, University of Perugia, Perugia, Italy. 167Brain Sciences Department, Stremble Ventures, Limassol, Cyprus. 168Adolescent Health Unit, Second Department of Pediatrics, ‘P. & A. Kyriakou’ Children’s Hospital, University of Athens, Athens, Greece. 169Pediatric Intensive Care Unit, ‘P. & A. Kyriakou’ Children’s Hospital, University of Athens, Athens, Greece. 170Faculty of Social and Behavioral Sciences, Utrecht University, Utrecht, the Netherlands. 171School of Psychology, Flinders University, Adelaide, South Australia, Australia. 172Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark. 173Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada. 174Toronto General Hospital, Toronto, Ontario, Canada. 175Institute of Translational Genomics, Helmholtz Zentrum München, Neuherberg, Germany. 176Department of Internal Medicine VI, Psychosomatic Medicine and Psychotherapy, University Medical Hospital Tübingen, Tübingen, Germany International Headache Genetics Consortium Verneri Anttila177, Ville Artto178, Andrea Carmine Belin179, Irene de Boer180, Dorret I. Boomsma181, Sigrid Børte182, Daniel I. Chasman183, Lynn Cherkas184, Anne Francke Christensen185, Bru Cormand186, Ester Cuenca-Leon177, George Davey-Smith187, Martin Dichgans188, Cornelia van Duijn189, Tonu Esko57, Ann Louise Esserlind190, Michel Ferrari180, Rune R. Frants180, Tobias Freilinger191, Nick Furlotte192, Padhraig Gormley177, Lyn Griffiths193, Eija Hamalainen194, Thomas Folkmann Hansen6, Marjo Hiekkala195, M. Arfan Ikram189, Andres Ingason196, Marjo-Riitta Järvelin197, Risto Kajanne194, Mikko Kallela178, Jaakko Kaprio98,99, Mari Kaunisto195, Lisette J. A. Kogelman6, Christian Kubisch198, Mitja Kurki177, Tobias Kurth199, Lenore Launer200, Terho Lehtimaki201, Davor Lessel198, Lannie Ligthart181, Nadia Litterman192, Arn van den Maagdenberg180, Alfons Macaya202, Rainer Malik188, Massimo Mangino184, George McMahon187, Bertram Muller-Myhsok203, Benjamin M. Neale177, Carrie Northover192, Dale R. Nyholt193, Jes Olesen190, Aarno Palotie58,99,137, Priit Palta194, Linda Pedersen182, Nancy Pedersen1, Danielle Posthuma181, Patricia Pozo-Rosich204, Alice Pressman205, Olli Raitakari206, Markus Schürks199, Celia Sintas186, Kari Stefansson196, Hreinn Stefansson196, Stacy Steinberg196, David Strachan207, Gisela Terwindt180, Marta Vila-Pueyo202, Maija Wessman195, Bendik S. Winsvold182, Huiying Zhao193 and John Anker Zwart182 177Broad Institute of MIT and Harvard, Cambridge, MA, USA. 178Department of Neurology, Helsinki University Central Hospital, Helsinki, Finland. 179Karolinska Institutet, Stockholm, Sweden. 180Leiden University Medical Centre, Leiden, the Netherlands. 181VU University, Amsterdam, the Netherlands. 182Oslo University Hospital and University of Oslo, Oslo, Norway. 183Harvard Medical School, Cambridge, MA, USA. 184Department of Twin Research and Genetic Epidemiology, King’s College London, London, UK. 185Danish Headache Center, Copenhagen University Hospital, Copenhagen, Denmark. 186University of Barcelona, Barcelona, Spain. 187Medical Research Council (MRC) Integrative Epidemiology Unit, University of Bristol, Bristol, UK. 188Institute for Stroke and Dementia Research, Munich, Germany. 189Erasmus University Medical Centre, Rotterdam, the Netherlands. 190Danish Headache Center, Department of Neurology, Rigshospitalet, Glostrup, Denmark. 191University of Tübingen, Tübingen, Germany. 19223&Me Inc., Mountain View, CA, USA. 193Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland, Australia. 194Institute for Molecular Medicine Finland (FIMM), University of Helsinki, Helsinki, Finland. 195Folkhälsan Institute of Genetics, Helsinki, Finland. 196Decode genetics Inc., Reykjavik, Iceland. 197University of Oulu, Biocenter Oulu, Finland. 198University Medical Center Hamburg-Eppendorf, Hamburg, Germany. 199Harvard Medical School, Boston, MA, USA. 200National Institute on Aging, Bethesda, MD, USA. 201School of Medicine, University of Tampere, Tampere, Finland. 202Vall d’Hebron Research Institute, Barcelona, Spain. 203Max Planck Institute of Psychiatry, Munich, Germany. 204Headache Research Group, Universitat Autònoma de Barcelona, Barcelona, Spain. 205Sutter Health, Sacramento, CA, USA. 206Department of Medicine, University of Turku, Turku, Finland. 207Population Health Research Institute, St George’s University of London, London, UK. 23andMe Research Team Michelle Agee208, Babak Alipanahi208, Adam Auton208, Robert Bell208, Katarzyna Bryc208, Sarah Elson208, Pierre Fontanillas208, Nicholas Furlotte208, Karl Heilbron208, David Hinds208, Karen Huber208, Aaron Kleinman208, Nadia Litterman208, Jennifer McCreight208, Matthew McIntyre208, Joanna Mountain208, Elizabeth Noblin208, Carrie Northover208, Steven Pitts208, J. Sathirapongsasuti208, Olga Sazonova208, Janie Shelton208, Suyash Shringarpure208, Chao Tian208, Joyce Tung208, Vladimir Vacic208 and Catherine Wilson208 20823andMe, Inc., Mountain View, CA, US

Published
2020

33. Genome-wide association study identifies eight risk loci and implicates metabo-psychiatric origins for anorexia nervosa

Author

Watson, H.J., Yilmaz, Z., Thorntont, L.M., Hubel, C., Coleman, J.R.I., Gaspar, H.A., Bryois, J., Hinney, A., Leppa, V.M., Mattheisen, M., Medland, S.E., Ripke, S., Yao, S.Y., Giusti-Rodriguez, P., Hanscombe, K.B., Purves, K.L., Adan, R.A.H., Alfredsson, L., Ando, T., Andreassen, O.A., Baker, J.H., Berrettini, W.H., Boehm, I., Boni, C., Perica, V.B., Buehren, K., Burghardt, R., Cassina, M., Cichon, S., Clementi, M., Cone, R.D., Courtet, P., Crow, S., Crowley, J.J., Danner, U.N., Davis, O.S.P., Zwaan, M. de, Dedoussis, G., Degortes, D., DeSocio, J.E., Dick, D.M., Dikeos, D., Dina, C., Dmitrzak-Weglarz, M., Docampo, E., Duncan, L.E., Egberts, K., Ehrlich, S., Escaramis, G., Eskos, T., Estivill, X., Farmer, A., Favaro, A., Fernandez-Aranda, F., Fichter, M.M., Fischer, K., Focker, M., Foretova, L., Forstner, A.J., Forzan, M., Franklin, C.S., Gallinger, S., Giegling, I., Giuranna, J., Gonidakis, F., Gorwood, P., Mayora, M.G., Guillaume, S., Guo, Y.R., Hakonarson, H., Hatzikotoulas, K., Hauser, J., Hebebrand, J., Helder, S.G., Herms, S., Herpertz-Dahlmann, B., Herzog, W., Huckins, L.M., Hudson, J.I., Imgart, H., Inoko, H., Janout, V., Jimenez-Murcia, S., Julia, A., Kalsi, G., Kaminska, D., Kaprio, J., Karhunen, L., Karwautz, A., Kas, M.J.H., Kennedy, J.L., Keski-Rahkonen, A., Kiezebrink, K., Kim, Y.R., Klareskog, L., Klump, K.L., Knudsen, G.P.S., Via, M.C. la, Hellard, S. le, Levitan, R.D., Li, D., Lilenfeld, L., Lin, B.D., Lissowska, J., Luykx, J., Magistretti, P.J., Maj, M., Mannik, K., Marsal, S., Marshall, C.R., Mattingsdal, M., McDevitt, S., McGuffin, P., Metspalu, A., Meulenbelt, I., Micali, N., Mitchell, K., Monteleone, A.M., Monteleone, P., Munn-Chernoff, M.A., Nacmias, B., Navratilova, M., Ntalla, I., O'Toole, J.K., Ophoff, R.A., Padyukov, L., Palotie, A., Pantel, J., Papezova, H., Pinto, D., Rabionet, R., Raevuori, A., Ramoz, N., Reichborn-Kjennerud, T., Ricca, V., Ripatti, S., Ritschel, F., Roberts, M., Rotondo, A., Rujescu, D., Rybakowski, F., Santonastaso, P., Scherag, A., Scherer, S.W., Schmidt, U., Schork, N.J., Schosser, A., Seitz, J., Slachtova, L., Slagboom, P.E., Landt, M.C.T.S.O. 't, Slopien, A., Sorbi, S., Swiatkowska, B., Szatkiewicz, J.P., Tachmazidou, I., Tenconi, E., Tortorella, A., Tozzi, F., Treasure, J., Tsitsika, A., Tyszkiewicz-Nwafor, M., Tziouvas, K., Elbur, A.A. van, Furth, E.F. van, Wagner, G., Walton, E., Widen, E., Zeggini, E., Zerwas, S., Zipfel, S., Bergen, A.W., Boden, J.M., Brandt, H., Crawford, S., Halmi, K.A., Horwood, L.J., Johnson, C., Kaplan, A.S., Kaye, W.H., Mitchell, J.E., Olsen, C.M., Pearson, J.F., Pedersen, N.L., Strober, M., Werge, T., Whiteman, D.C., Woodside, D.B., Stuber, G.D., Gordon, S., Grove, J., Henders, A.K., Jureus, A., Kirk, K.M., Larsen, J.T., Parker, R., Petersen, L., Jordan, J., Kennedy, M., Montgomery, G.W., Wade, T.D., Birgegard, A., Lichtenstein, P., Norring, C., Landen, M., Martin, N.G., Mortensen, P.B., Sullivan, P.F., Breen, G., Bulik, C.M., Anorexia Nervosa Genetics Initiati, and Psychiat Genomics Consortium

Published
2019

34. Genome-wide association study identifies eight risk loci and implicates metabo-psychiatric origins for anorexia nervosa

Author

Watson HJ, Yilmaz Z, Thornton LM, Hübel C, Coleman JRI, Gaspar HA, Bryois J, Hinney A, Leppä VM, Mattheisen M, Medland SE, Ripke S, Yao S, Giusti-Rodríguez P, Anorexia Nervosa Genetics Initiative, Hanscombe KB, Purves KL, Eating Disorders Working Group of the Psychiatric Genomics Consortium, Adan RAH, Alfredsson L, Ando T, Andreassen OA, Baker JH, Berrettini WH, Boehm I, Boni C, Perica VB, Buehren K, Burghardt R, Cassina M, Cichon S, Clementi M, Cone RD, Courtet P, Crow S, Crowley JJ, Danner UN, Davis OSP, de Zwaan M, Dedoussis G, Degortes D, DeSocio JE, Dick DM, Dikeos D, Dina C, Dmitrzak-Weglarz M, Docampo E, Duncan LE, Egberts K, Ehrlich S, Escaramís G, Esko T, Estivill X, Farmer A, Favaro A, Fernández-Aranda F, Fichter MM, Fischer K, Föcker M, Foretova L, Forstner AJ, Forzan M, Franklin CS, Gallinger S, Giegling I, Giuranna J, Gonidakis F, Gorwood P, Mayora MG, Guillaume S, Guo Y, Hakonarson H, Hatzikotoulas K, Hauser J, Hebebrand J, Helder SG, Herms S, Herpertz-Dahlmann B, Herzog W, Huckins LM, Hudson JI, Imgart H, Inoko H, Janout V, Jiménez-Murcia S, Julià A, Kalsi G, Kaminská D, Kaprio J, Karhunen L, Karwautz A, Kas MJH, Kennedy JL, Keski-Rahkonen A, Kiezebrink K, Kim YR, Klareskog L, Klump KL, Knudsen GPS, La Via MC, Le Hellard S, Levitan RD, Li D, Lilenfeld L, Lin BD, Lissowska J, Luykx J, Magistretti PJ, Maj M, Mannik K, Marsal S, Marshall CR, Mattingsdal M, McDevitt S, McGuffin P, Metspalu A, Meulenbelt I, Micali N, Mitchell K, Monteleone AM, Monteleone P, Munn-Chernoff MA, Nacmias B, Navratilova M, Ntalla I, O'Toole JK, Ophoff RA, Padyukov L, Palotie A, Pantel J, Papezova H, Pinto D, Raquel Rabionet Janssen, Raevuori A, Ramoz N, Reichborn-Kjennerud T, Ricca V, Ripatti S, Ritschel F, Roberts M, Rotondo A, Rujescu D, Rybakowski F, Santonastaso P, Scherag A, Scherer SW, Schmidt U, Schork NJ, Schosser A, Seitz J, Slachtova L, Slagboom PE, Slof-Op 't Landt MCT, Slopien A, Sorbi S, Swiatkowska B, Szatkiewicz JP, Tachmazidou I, Tenconi E, Tortorella A, Tozzi F, Treasure J, Tsitsika A, Tyszkiewicz-Nwafor M, Tziouvas K, van Elburg AA, van Furth EF, Wagner G, Walton E, Widen E, Zeggini E, Zerwas S, Zipfel S, Bergen AW, Boden JM, Brandt H, Crawford S, Halmi KA, Horwood LJ, Johnson C, Kaplan AS, Kaye WH, Mitchell JE, Olsen CM, Pearson JF, Pedersen NL, Strober M, Werge T, Whiteman DC, Woodside DB, Stuber GD, Gordon S, Grove J, Henders AK, Juréus A, Kirk KM, Larsen JT, Parker R, Petersen L, Jordan J, Kennedy M, Montgomery GW, Wade TD, Birgegård A, Lichtenstein P, Norring C, Landén M, Martin NG, Mortensen PB, Sullivan PF, Breen G, and Bulik CM

Subjects
mental disorders
Abstract

Characterized primarily by a low body-mass index, anorexia nervosa is a complex and serious illness 1 , affecting 0.9-4% of women and 0.3% of men 2-4 , with twin-based heritability estimates of 50-60% 5 . Mortality rates are higher than those in other psychiatric disorders 6 , and outcomes are unacceptably poor 7 . Here we combine data from the Anorexia Nervosa Genetics Initiative (ANGI) 8,9 and the Eating Disorders Working Group of the Psychiatric Genomics Consortium (PGC-ED) and conduct a genome-wide association study of 16,992 cases of anorexia nervosa and 55,525 controls, identifying eight significant loci. The genetic architecture of anorexia nervosa mirrors its clinical presentation, showing significant genetic correlations with psychiatric disorders, physical activity, and metabolic (including glycemic), lipid and anthropometric traits, independent of the effects of common variants associated with body-mass index. These results further encourage a reconceptualization of anorexia nervosa as a metabo-psychiatric disorder. Elucidating the metabolic component is a critical direction for future research, and paying attention to both psychiatric and metabolic components may be key to improving outcomes.

Published
2019

35. Genome-wide association study identifies eight risk loci and implicates metabo-psychiatric origins for anorexia nervosa

Author

Watson, H.J. Yilmaz, Z. Thornton, L.M. Hübel, C. Coleman, J.R.I. Gaspar, H.A. Bryois, J. Hinney, A. Leppä, V.M. Mattheisen, M. Medland, S.E. Ripke, S. Yao, S. Giusti-Rodríguez, P. Hanscombe, K.B. Purves, K.L. Adan, R.A.H. Alfredsson, L. Ando, T. Andreassen, O.A. Baker, J.H. Berrettini, W.H. Boehm, I. Boni, C. Perica, V.B. Buehren, K. Burghardt, R. Cassina, M. Cichon, S. Clementi, M. Cone, R.D. Courtet, P. Crow, S. Crowley, J.J. Danner, U.N. Davis, O.S.P. de Zwaan, M. Dedoussis, G. Degortes, D. DeSocio, J.E. Dick, D.M. Dikeos, D. Dina, C. Dmitrzak-Weglarz, M. Docampo, E. Duncan, L.E. Egberts, K. Ehrlich, S. Escaramís, G. Esko, T. Estivill, X. Farmer, A. Favaro, A. Fernández-Aranda, F. Fichter, M.M. Fischer, K. Föcker, M. Foretova, L. Forstner, A.J. Forzan, M. Franklin, C.S. Gallinger, S. Giegling, I. Giuranna, J. Gonidakis, F. Gorwood, P. Mayora, M.G. Guillaume, S. Guo, Y. Hakonarson, H. Hatzikotoulas, K. Hauser, J. Hebebrand, J. Helder, S.G. Herms, S. Herpertz-Dahlmann, B. Herzog, W. Huckins, L.M. Hudson, J.I. Imgart, H. Inoko, H. Janout, V. Jiménez-Murcia, S. Julià, A. Kalsi, G. Kaminská, D. Kaprio, J. Karhunen, L. Karwautz, A. Kas, M.J.H. Kennedy, J.L. Keski-Rahkonen, A. Kiezebrink, K. Kim, Y.-R. Klareskog, L. Klump, K.L. Knudsen, G.P.S. La Via, M.C. Le Hellard, S. Levitan, R.D. Li, D. Lilenfeld, L. Lin, B.D. Lissowska, J. Luykx, J. Magistretti, P.J. Maj, M. Mannik, K. Marsal, S. Marshall, C.R. Mattingsdal, M. McDevitt, S. McGuffin, P. Metspalu, A. Meulenbelt, I. Micali, N. Mitchell, K. Monteleone, A.M. Monteleone, P. Munn-Chernoff, M.A. Nacmias, B. Navratilova, M. Ntalla, I. O’Toole, J.K. Ophoff, R.A. Padyukov, L. Palotie, A. Pantel, J. Papezova, H. Pinto, D. Rabionet, R. Raevuori, A. Ramoz, N. Reichborn-Kjennerud, T. Ricca, V. Ripatti, S. Ritschel, F. Roberts, M. Rotondo, A. Rujescu, D. Rybakowski, F. Santonastaso, P. Scherag, A. Scherer, S.W. Schmidt, U. Schork, N.J. Schosser, A. Seitz, J. Slachtova, L. Slagboom, P.E. Slof-Op ‘t Landt, M.C.T. Slopien, A. Sorbi, S. Świątkowska, B. Szatkiewicz, J.P. Tachmazidou, I. Tenconi, E. Tortorella, A. Tozzi, F. Treasure, J. Tsitsika, A. Tyszkiewicz-Nwafor, M. Tziouvas, K. van Elburg, A.A. van Furth, E.F. Wagner, G. Walton, E. Widen, E. Zeggini, E. Zerwas, S. Zipfel, S. Bergen, A.W. Boden, J.M. Brandt, H. Crawford, S. Halmi, K.A. Horwood, L.J. Johnson, C. Kaplan, A.S. Kaye, W.H. Mitchell, J.E. Olsen, C.M. Pearson, J.F. Pedersen, N.L. Strober, M. Werge, T. Whiteman, D.C. Woodside, D.B. Stuber, G.D. Gordon, S. Grove, J. Henders, A.K. Juréus, A. Kirk, K.M. Larsen, J.T. Parker, R. Petersen, L. Jordan, J. Kennedy, M. Montgomery, G.W. Wade, T.D. Birgegård, A. Lichtenstein, P. Norring, C. Landén, M. Martin, N.G. Mortensen, P.B. Sullivan, P.F. Breen, G. Bulik, C.M. Anorexia Nervosa Genetics Initiative Eating Disorders Working Group of the Psychiatric Genomics Consortium

Subjects
mental disorders
Abstract

Characterized primarily by a low body-mass index, anorexia nervosa is a complex and serious illness1, affecting 0.9–4% of women and 0.3% of men2–4, with twin-based heritability estimates of 50–60%5. Mortality rates are higher than those in other psychiatric disorders6, and outcomes are unacceptably poor7. Here we combine data from the Anorexia Nervosa Genetics Initiative (ANGI)8,9 and the Eating Disorders Working Group of the Psychiatric Genomics Consortium (PGC-ED) and conduct a genome-wide association study of 16,992 cases of anorexia nervosa and 55,525 controls, identifying eight significant loci. The genetic architecture of anorexia nervosa mirrors its clinical presentation, showing significant genetic correlations with psychiatric disorders, physical activity, and metabolic (including glycemic), lipid and anthropometric traits, independent of the effects of common variants associated with body-mass index. These results further encourage a reconceptualization of anorexia nervosa as a metabo-psychiatric disorder. Elucidating the metabolic component is a critical direction for future research, and paying attention to both psychiatric and metabolic components may be key to improving outcomes. © 2019, The Author(s), under exclusive licence to Springer Nature America, Inc.

Published
2019

36. Early‐ and late‐onset postpartum depression exhibit distinct associated factors: the IGEDEPP prospective cohort study.

Author

Tebeka, S, Le Strat, Y, Mandelbrot, L, Benachi, A, Dommergues, M, Kayem, G, Lepercq, J, Luton, D, Ville, Y, Ramoz, N, Mullaert, J, Dubertret, C, Bertin, Emmanuelle, Bourneuf, Cecile, Colombe, Jeanne, Couppa, Laura, Georges, Fanny, Hebbache, Celine, Le Bars, Marie, and Madhavi, Julie Guiot

Subjects
POSTPARTUM depression, LIFE change events, ADVERSE childhood experiences, LONGITUDINAL method, COHORT analysis, PERIPARTUM cardiomyopathy
Abstract

Objective: To identify risk factors for early‐ and late‐onset postpartum depression (PPD) among a wide range of variables, including sociodemographic characteristics, childhood trauma, stressful life events during pregnancy and history of personal and family psychiatric disorders, and to assess the contribution of each risk factor. Design: Nested case–control study in a prospective longitudinal cohort study. Setting: Eight maternity departments in the Paris metropolitan area, France. Sample: A cohort of 3310 women with deliveries between November 2011 and June 2016. Methods: Cases were women with early‐ or late‐onset PPD. Controls were women without depression during pregnancy or the postpartum period. Logistic regression adjusted on sociodemographic variables was performed for each outcome and a multivariable model was proposed based on a stepwise selection procedure. Main outcome measures: Early‐ and late‐onset PPD assessed at 2 months and 1 year postpartum, respectively. Results: Stressful life events during pregnancy have a dose–response relationship with both early‐ and late‐onset PPD. Conclusions: Early‐ and late‐onset PPD presented distinct patterns of determinants. These results have important consequences in terms of prevention and specific care. Early‐ and late‐onset postpartum depression are associated with stressful life events and psychiatric history. Early‐ and late‐onset postpartum depression are associated with stressful life events and psychiatric history. [ABSTRACT FROM AUTHOR]

Published
2021
Full Text
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37. Investigation of common, low-frequency and rare genome-wide variation in anorexia nervosa

Author

Huckins, L. M., Hatzikotoulas, K., Curtis, C., Esko, T., Espeseth, T., Estivill, X., Favaro, A., Fernández-Aranda, F., Fichter, M. M., Finan, C., Fischer, K., Floyd, J. A. B., Foretova, L., Rhodes, D., Forzan, M., Franklin, C. S., Gallinger, S., Gambaro, G., Gaspar, H. A., Giegling, I., Gonidakis, F., Gorwood, P., Gratacos, M., Guillaume, S., Moens, J., Guo, Y., Hakonarson, H., Halmi, K. A., Hauser, J., Hebebrand, J., Helder, S., Herms, S., Herpertz-Dahlmann, B., Herzog, W., Kalsi, G., Hilliard, C. E., Hinney, A., Hübel, C., Hudson, J. I., Huemer, J., Inoko, H., Janout, V., Jiménez-Murcia, S., Johnson, C., Dempster, D., Julià, A., Juréus, A., Kaminska, D., Kaplan, A. S., Kaprio, J., Karhunen, L., Karwautz, A., Kas, M. J. H., Kaye, W., Leung, R., Kennedy, J. L., Keski-Rahkonen, A., Kiezebrink, K., Klareskog, L., Klump, K. L., Knudsen, G. P. S., Koeleman, B. P. C., Koubek, D., La Via, M. C., Landén, M., Keohane, A., Le Hellard, S., Levitan, R. D., Li, D., Lichtenstein, P., Lilenfeld, L., Lissowska, J., Lundervold, A., Magistretti, P., Maj, M., Mannik, K., Burghardt, R., Marsal, S., Martin, N., Mattingsdal, M., McDevitt, S., McGuffin, P., Merl, E., Metspalu, A., Meulenbelt, I., Micali, N., Mitchell, J., Ehrlich, S., Mitchell, K., Monteleone, P., Monteleone, A. M., Mortensen, P., Munn-Chernoff, M. A., Navratilova, M., Nilsson, I., Norring, C., Ntalla, I., Ophoff, R. A., O'Toole, J. K., Palotie, A., Pante, J., Papezova, H., Pinto, D., Rabionet, R., Raevuori, A., Rajewski, A., Ramoz, N., Rayner, N. W., Southam, L., Reichborn-Kjennerud, T., Ripatti, S., Roberts, M., Rotondo, A., Rujescu, D., Rybakowski, F., Santonastaso, P., Scherag, A., Scherer, S. W., Schmidt, U., Ludolph, A., Schork, N. J., Schosser, A., Slachtova, L., Sladek, R., Slagboom, P. E., Slof-Op 't Landt, M. C. T., Slopien, A., Soranzo, N., Steen, V. M., Walton, E., Strengman, E., Strober, M., Sullivan, P. F., Szatkiewicz, J. P., Szeszenia-Dabrowska, N., Tachmazidou, I., Tenconi, E., Thornton, L. M., Tortorella, A., Tozzi, F., Deloukas, P., Treasure, J., Tsitsika, A., Tziouvas, K., van Elburg, A. A., van Furth, E. F., Wagner, G., Watson, H., Wichmann, H-E, Widen, E., Hofman, A., Woodside, D. B., Yanovski, J., Yao, S., Yilmaz, Z., Zeggini, E., Zerwas, S., Zipfel, S., Palta, P., van Rooij, F. J. A., Stirrups, K., Adan, R., Boni, C., Cone, R., Dedoussis, G., van Furth, E., Hudson, J., Kas, M., Keski-Rahonen, A., Steinberg, J., Knudsen, G-P, Raevuori, A. H., Aguilera-McKay, F., van Elburg, A., Consortium, Eating Disorder Working Group of the Psychiatric Genomics, Collier, D. A., Breen, G., Bulik, C. M., Adan, R. A. H., Alfredsson, L., Ando, T., Andreassen, O. A., Aschauer, H., Baker, J. H., Barrett, J. C., Bencko, V., Bergen, A. W., Berrettini, W. H., Birgegard, A., Boraska Perica, V., Brandt, H., Carlberg, L., Cassina, M., Cichon, S., Clementi, M., Cohen-Woods, S., Coleman, J., Cone, R. D., Gunasinghe, C., Courtet, P., Crawford, S., Crow, S., Crowley, J., Danner, U. N., Davis, O. S. P., de Zwaan, M., Degortes, D., DeSocio, J. E., Romero, A., Dick, D. M., Dikeos, D., Dina, C., Ding, B., Dmitrzak-Weglarz, M., Docampo, E., Duncan, L., Egberts, K., Escaramís, G., Inconnu, Institut Pasteur de Côte d'Ivoire, Réseau International des Instituts Pasteur (RIIP), Laboratoire de bactériologie-virologie, CHU de Yopougon, Department of Nutrition Science & Dietetics, Harokopio University, Analyse Phenotypique, Developpementale et Genetique des Comportements Addictifs, Université Paris Diderot - Paris 7 (UPD7)-Institut National de la Santé et de la Recherche Médicale (INSERM), Centre of Excellence in Complex Disease Genetics, Aarno Palotie / Principal Investigator, Institute for Molecular Medicine Finland, Clinicum, University of Helsinki, Department of Public Health, Anna Keski-Rahkonen / Principal Investigator, HUS Children and Adolescents, Genomics of Neurological and Neuropsychiatric Disorders, Genetic Epidemiology, Eating Disorder Working Group of the Psychiatric Genomics Consortium, Epidemiology, Kas lab, Huckins, L. M., Hatzikotoulas, K., Southam, L., Thornton, L. M., Steinberg, J., Aguilera-Mckay, F., Treasure, J., Schmidt, U., Gunasinghe, C., Romero, A., Curtis, C., Rhodes, D., Moens, J., Kalsi, G., Dempster, D., Leung, R., Keohane, A., Burghardt, R., Ehrlich, S., Hebebrand, J., Hinney, A., Ludolph, A., Walton, E., Deloukas, P., Hofman, A., Palotie, A., Palta, P., van Rooij, F. J. A., Stirrups, K., Adan, R., Boni, C., Cone, R., Dedoussis, G., van Furth, E., Gonidakis, F., Gorwood, P., Hudson, J., Kaprio, J., Kas, M., Keski-Rahonen, A., Kiezebrink, K., Knudsen, G. -P., Slof-Op 'T Landt, M. C. T., Maj, M., Monteleone, A. M., Monteleone, P., Raevuori, A. H., Reichborn-Kjennerud, T., Tozzi, F., Tsitsika, A., Elburg, A., Collier, D. A., Sullivan, P. F., Breen, G., Bulik, C. M., Zeggini, E., Adan, R. A. H., Alfredsson, L., Ando, T., Andreassen, O. A., Aschauer, H., Baker, J. H., Barrett, J. C., Bencko, V., Bergen, A. W., Berrettini, W. H., Birgegard, A., Perica, V. B., Brandt, H., Carlberg, L., Cassina, M., Cichon, S., Clementi, M., Cohen-Woods, S., Coleman, J., Cone, R. D., Courtet, P., Crawford, S., Crow, S., Crowley, J., Danner, U. N., Davis, O. S. P., Zwaan, M., Degortes, D., Desocio, J. E., Dick, D. M., Dikeos, D., Dina, C., Ding, B., Dmitrzak-Weglarz, M., Docampo, E., Duncan, L., Egberts, K., Escaramis, G., Esko, T., Espeseth, T., Estivill, X., Favaro, A., Fernandez-Aranda, F., Fichter, M. M., Finan, C., Fischer, K., Floyd, J. A. B., Foretova, L., Forzan, M., Franklin, C. S., Gallinger, S., Gambaro, G., Gaspar, H. A., Giegling, I., Gratacos, M., Guillaume, S., Guo, Y., Hakonarson, H., Halmi, K. A., Hauser, J., Helder, S., Herms, S., Herpertz-Dahlmann, B., Herzog, W., Hilliard, C. E., Hubel, C., Hudson, J. I., Huemer, J., Inoko, H., Janout, V., Jimenez-Murcia, S., Johnson, C., Julia, A., Jureus, A., Kaminska, D., Kaplan, A. S., Karhunen, L., Karwautz, A., Kas, M. J. H., Kaye, W., Kennedy, J. L., Keski-Rahkonen, A., Klareskog, L., Klump, K. L., Knudsen, G. P. S., Koeleman, B. P. C., Koubek, D., Via, M. C. L., Landen, M., Hellard, S. L., Levitan, R. D., Li, D., Lichtenstein, P., Lilenfeld, L., Lissowska, J., Lundervold, A., Magistretti, P., Mannik, K., Marsal, S., Martin, N., Mattingsdal, M., Mcdevitt, S., Mcguffin, P., Merl, E., Metspalu, A., Meulenbelt, I., Micali, N., Mitchell, J., Mitchell, K., Mortensen, P., Munn-Chernoff, M. A., Navratilova, M., Nilsson, I., Norring, C., Ntalla, I., Ophoff, R. A., O'Toole, J. K., Pantel, J., Papezova, H., Pinto, D., Rabionet, R., Raevuori, A., Rajewski, A., Ramoz, N., Rayner, N. W., Ripatti, S., Roberts, M., Rotondo, A., Rujescu, D., Rybakowski, F., Santonastaso, P., Scherag, A., Scherer, S. W., Schork, N. J., Schosser, A., Slachtova, L., Sladek, R., Slagboom, P. E., Slopien, A., Soranzo, N., Steen, V. M., Strengman, E., Strober, M., Szatkiewicz, J. P., Szeszenia-Dabrowska, N., Tachmazidou, I., Tenconi, E., Tortorella, A., Tziouvas, K., Elburg, A. A., Furth, E. F., Wagner, G., Watson, H., Wichmann, H. -E., Widen, E., Woodside, D. B., Yanovski, J., Yao, S., Yilmaz, Z., Zerwas, S., and Zipfel, S.

Subjects
Male, 0301 basic medicine, Anorexia Nervosa, [SDV]Life Sciences [q-bio], Intron, Medizin, Genome-wide association study, Genome, 3124 Neurology and psychiatry, Intergenic region, Molecular Biology, Psychiatry and Mental Health, Cellular and Molecular Neuroscience, Exome, HYPOGONADOTROPIC HYPOGONADISM, GENE-EXPRESSION, Genetics, Bulimia nervosa, ASSOCIATION, GPI-Linked Protein, 3. Good health, CONTROLLED-TRIALS, Psychiatry and Mental health, Eating disorders, Phenotype, CONTROLLED FAMILY, Female, Original Article, Human, Genotype, In silico, European Continental Ancestry Group, Locus (genetics), Biology, GPI-Linked Proteins, Polymorphism, Single Nucleotide, White People, 03 medical and health sciences, BULIMIA-NERVOSA, medicine, Journal Article, Humans, Family, Genetic Predisposition to Disease, ddc:610, Genetic association, AUTISM SPECTRUM DISORDER, 3112 Neurosciences, Genetic Variation, Correction, EATING-DISORDERS, ARACHIDONIC-ACID, medicine.disease, Introns, 030104 developmental biology, Cell Adhesion Molecule, RISK-FACTORS, 3111 Biomedicine, Cell Adhesion Molecules, Genome-Wide Association Study
Abstract

Anorexia nervosa (AN) is a complex neuropsychiatric disorder presenting with dangerously low body weight, and a deep and persistent fear of gaining weight. To date, only one genome-wide significant locus associated with AN has been identified. We performed an exome-chip based genome-wide association studies (GWAS) in 2158 cases from nine populations of European origin and 15 485 ancestrally matched controls. Unlike previous studies, this GWAS also probed association in low-frequency and rare variants. Sixteen independent variants were taken forward for in silico and de novo replication (11 common and 5 rare). No findings reached genome-wide significance. Two notable common variants were identified: rs10791286, an intronic variant in OPCML (P=9.89 × 10−6), and rs7700147, an intergenic variant (P=2.93 × 10−5). No low-frequency variant associations were identified at genome-wide significance, although the study was well-powered to detect low-frequency variants with large effect sizes, suggesting that there may be no AN loci in this genomic search space with large effect sizes.

Published
2017

38. Gene expression of protein synthesis, immunity and brain pathways specifically altered in Anorexia Nervosa.

Author

Ramoz, N., Verebi, C., Lebrun, N., Duriez, P., Gorwood, P., and Bienvenu, T.

Subjects
*GENE expression, *MONONUCLEAR leukocytes, *RNA sequencing, *ANTISENSE RNA, *HUMAN genome
Abstract

Introduction: Anorexia nervosa (AN) is a severe and chronic psychiatric disorder, resulting from a voluntary food restriction, vomiting, use of laxatives and excessive exercises, leading in dramatic weight loss and high mortality. AN is a multifactorial disease involving genetic and epigenetic factors supporting that AN is a metabo-psychiatric disorder. The molecular mechanisms involved in the etiology of AN remain unclear. One work reported gene expression by RNA sequencing in peripheral blood before and after weight restoration in 6 AN patients (Kim 2013), and one RNA sequencing in human iiPSC-derived neurons from 4 patients and 4 controls (Negraes 2017). To date, the profile of expression of genes and proteins in AN is undetermined. Objectives: In this study, our goal is to identify specific gene expression signatures from circulating blood nuclear cells to decipher the pathophysiology of AN and characterize biomarkers that can be used for diagnostic or prognostic of AN. Methods: All consented participants are recruited at Sainte-Anne Hospital, Paris, France, using DSM5 criteria. They had a blood draw in Paxgene tube for the collection of RNAs. Total RNA was extracted from peripheral blood mononuclear cells of 15 patients suffering of AN and 15 healthy controls. All messenger RNAs are sequenced on a Novaseq plateform. Reads are aligned to the human genome 19 and statistical analyses on the read counts for differentially expressed genes are computed with DESeq2. Results: The total RNA sequencing allows us to identify 673 dysregulates genes (p adjusted value <0.01, fold change >1,5). Among them, 248 are down-regulated and 425 are up-regulated genes in AN patients compared to controls. From them, 151 transcripts are annotated as pseudogene and 45 are referenced as antisense RNA. Of the 522 remaining transcripts, 424 correspond to a transcript or protein annotated by HGNC and ENSEMBL and 93 are known pseudogenes. A large number of proteins resulting from the expression of deregulated genes interact with each other and form a statistically enriched network impacting biological processes. They are mainly increased and acting in the cellular machinery allowing protein synthesis (biological process: transcription, ribosome, spliceosome and mitochondria). In contrast, down-regulated genes present an enrichment in genes involved in immunity pathways. Finally, several genes are also expressed in the brain. We observed a significant enrichment of genes expressed in the blood and brain tissues. Conclusions: We identify specific profiles of gene expression in AN. Several genes are both blood and brain tissue expression. Some genes are good candidates for biomarker of the diagnostic in AN that need to be investigated in a longitudinal study to evaluate their useful as prognostic biomarker of AN. This work is supported by Fondation de France & Fédération Recherche sur le Cerveau. Disclosure of Interest: None Declared [ABSTRACT FROM AUTHOR]

Published
2024
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40. A genome-wide association study of anorexia nervosa suggests a risk locus implicated in dysregulated leptin signaling

Author

Li, D. Chang, X. Connolly, J.J. Tian, L. Liu, Y. Bhoj, E.J. Robinson, N. Abrams, D. Li, Y.R. Bradfield, J.P. Kim, C.E. Li, J. Wang, F. Snyder, J. Lemma, M. Hou, C. Wei, Z. Guo, Y. Qiu, H. Mentch, F.D. Thomas, K.A. Chiavacci, R.M. Cone, R. Li, B. Sleiman, P.A. Hakonarson, H. Perica, V.B. Franklin, C.S. Floyd, J.A.B. Thornton, L.M. Huckins, L.M. Southam, L. Rayner, N.W. Tachmazidou, I. Schmidt, U. Tozzi, F. Kiezebrink, K. Hebebrand, J. Gorwood, P. Adan, R.A.H. Kas, M.J.H. Favaro, A. Santonastaso, P. Fernánde-Aranda, F. Gratacos, M. Rybakowski, F. Dmitrzak-Weglarz, M. Kaprio, J. Keski-Rahkonen, A. Raevuori-Helkamaa, A. Furth, E.F.V. Slof-Opt Landt, M.C.T. Hudson, J.I. Reichborn-Kjennerud, T. Knudsen, G.P.S. Monteleone, P. Karwautz, A. Berrettini, W.H. Schork, N.J. Ando, T. Inoko, H. Esko, T. Fischer, K. Männik, K. Metspalu, A. Baker, J.H. DeSocio, J.E. Hilliard, C.E. O'Toole, J.K. Pantel, J. Szatkiewicz, J.P. Zerwas, S. Davis, O.S.P. Helder, S. Bühren, K. Burghardt, R. De Zwaan, M. Egberts, K. Ehrlich, S. Herpertz-Dahlmann, B. Herzog, W. Imgart, H. Scherag, A. Zipfel, S. Boni, C. Ramoz, N. Versini, A. Danner, U.N. Hendriks, J. Koeleman, B.P.C. Ophoff, R.A. Strengman, E. Van Elburg, A.A. Bruson, A. Clementi, M. Degortes, D. Forzan, M. Tenconi, E. Docampo, E. Escaramís, G. Jiménez-Murcia, S. Lissowska, J. Rajewski, A. Szeszenia-Dabrowska, N. Slopien, A. Hauser, J. Karhunen, L. Meulenbelt, I. Slagboom, P.E. Tortorella, A. Maj, M. Dedoussis, G. DIkeos, D. Gonidakis, F. Tziouvas, K. Tsitsika, A. Papezova, H. Slachtova, L. Martaskova, D. Kennedy, J.L. Levitan, R.D. Yilmaz, Z. Huemer, J. Koubek, D. Merl, E. Wagner, G. Lichtenstein, P. Breen, G. Cohen-Woods, S. Farmer, A. McGuffin, P. Cichon, S. Giegling, I. Herms, S. Rujescu, D. Schreiber, S. Wichmann, H.-E. DIna, C. Sladek, R. Gambaro, G. Soranzo, N. Julia, A. Marsal, S. Rabionet, R. Gaborieau, V. DIck, D.M. Palotie, A. Ripatti, S. Widén, E. Andreassen, O.A. Espeseth, T. Lundervold, A. Reinvang, I. Steen, V.M. Le Hellard, S. Mattingsdal, M. Ntalla, I. Bencko, V. Foretova, L. Janout, V. Navratilova, M. Gallinger, S. Pinto, D. Scherer, S.W. Aschauer, H. Carlberg, L. Schosser, A. Alfredsson, L. DIng, B. Klareskog, L. Padyukov, L. Finan, C. Kalsi, G. Roberts, M. Barrett, J.C. Estivill, X. Hinney, A. Sullivan, P.F. Zeggini, E. Bulik, C.M. Brandt, H. Crawford, S. Crow, S. Fichter, M.M. Halmi, K.A. Johnson, C. Kaplan, A.S. La Via, M.C. Mitchell, J. Strober, M. Rotondo, A. Treasure, J. Woodside, D.B. Keel, P.K. Klump, K.L. Lilenfeld, L. Bergen, A.W. Kaye, W. Magistretti, P.

Abstract

We conducted a genome-wide association study (GWAS) of anorexia nervosa (AN) using a stringently defined phenotype. Analysis of phenotypic variability led to the identification of a specific genetic risk factor that approached genome-wide significance (rs929626 in EBF1 (Early B-Cell Factor 1); P = 2.04 × 10-7; OR = 0.7; 95% confidence interval (CI) = 0.61-0.8) with independent replication (P = 0.04), suggesting a variant-mediated dysregulation of leptin signaling may play a role in AN. Multiple SNPs in LD with the variant support the nominal association. This demonstrates that although the clinical and etiologic heterogeneity of AN is universally recognized, further careful sub-typing of cases may provide more precise genomic signals. In this study, through a refinement of the phenotype spectrum of AN, we present a replicable GWAS signal that is nominally associated with AN, highlighting a potentially important candidate locus for further investigation. © 2017 The Author(s).

Published
2017

43. Evidence for three genetic loci involved in both anorexia nervosa risk and variation of body mass index

Author

Hinney, A. (Anke), Kesselmeier, M. (M.), Jall, S. (S.), Volckmar, A.-L. (A. L.), Föcker, M. (M.), Antel, J. (J.), Heid, I.M. (Iris), Winkler, T.W. (Thomas W.), Grant, S.F.A. (S. F.A.), Guo, Y. (Yongli), Bergen, A.W. (Andrew), Grant, S.F.A. (Struan), Berrettini, W. (Wade), Hakonarson, H. (Hakon), Herpertz-Dahlmann, B. (B.), De Zwaan, M. (M.), Herzog, W. (W.), Ehrlich, S.M. (Stefan), Zipfel, S. (S.), Egberts, K. (Karin), Adan, R. (R.), Brandys, M. (M.), Elburg, A.A. (Annemarie) van, Boraska Perica, V. (V.), Müller, T.D., Tschöp, M.H. (M. H.), Zeggini, E. (Eleftheria), Bulik, C.M. (C. M.), Collier, D.A. (David), Scherag, A. (A.), Hebebrand, J. (J.), Tschop, M. (Matthias), Floyd, J. (Jamie), Thornton, L.M. (Laura), Huckins, L.M. (Laura M), Southam, L. (Lorraine), Rayner, N.W. (Nigel William), Tachmazidou, I. (Ioanna), Klump, K.L. (K. L.), Treasure, J. (Janet), Lewis, C.M. (Cathryn), Schmidt, U. (Ulrike), Tozzi, F. (Federica), Iezebrink, K. (Kirsty), Gorwood, P. (Philip), Kas, M.J.H. (Martien), Favaro, A. (Angela), Santonastaso, P. (Paolo), Fernández-Aranda, F. (Fernando), Gratacos, M. (Monica), Rybakowski, F. (Filip), Dmitrzak-Weglarz, M. (Monika), Kaprio, J. (Jaakko), Keski-Rahkonen, A. (Anna), Raevuori-Helkamaa, A. (Anu), Furth, E.F. (Eric) van, Slof-Op’t Landt, M.C.T. (Margarita C. T.), Hudson, J.I. (James I), Knudsen, G.P.S. (Gun Peggy S.), Monteleone, P. (Palmiero), Kaplan, A.S. (Allan S), Karwautz, A. (Andreas), Li, D. (Dong), Komaki, G. (Gen), Ando, T. (Tetsuya), Inoko, H. (Hidetoshi), Esko, T. (T.), Fischer, K. (Krista), Männik, K. (Katrin), Metspalu, A. (Andres), Baker, J.H. (Jessica H), Cone, R.D. (Roger D), Esko, T. (Tõnu), DeSocio, J.E. (Janiece E), Hilliard, C.E. (Christopher E), O’Toole, J.K. (Julie K), Pantel, J. (Jacques), Szatkiewicz, J.P. (Jin P), Taico, C. (Chrysecolla), Zerwas, S. (Stephanie), Trace, S.E. (Sara E), Davis, O.S.P. (Oliver S.), Helder, S. (Sietske), Bühren, K. (Katharina), Burghardt, R. (Roland), Imgart, H. (Hartmut), Scherag, A. (Andre), Boni, C. (Claudette), Ramoz, N. (Nicolas), Versini, A. (Audrey), Danner, U.N. (Unna N), de Kove, C. (Carolien), Hendriks, J. (Judith), Koeleman, B.P.C. (Bobby P. C.), Ophoff, R.A. (Roel), Strengman, E. (Eric), Bruson, A. (Alice), Clementi, M. (Maurizio), Degortes, D. (Daniela), Forzan, M. (Monica), Tenconi, E. (Elena), Docampo, E. (Elisa), Jiménez-Murcia, G.E.S. (Geòrgia Escaramí Susana), Lissowska, J. (Jolanta), Rajewski, A. (Andrzej), Szeszenia-Dabrowska, N. (Neonila), Slopien, A. (Agnieszka), Hauser, J. (J.), Karhunen, L. (Leila), Meulenbelt, I. (Ingrid), Slagboom, P.E. (Eline), Tortorella, A. (Alfonso), Maj, M. (Mario), Dedoussis, G.V. (George), Dedoussis, G.V. (G. V.), Koeleman, B.P.C. (Bobby), Gonidakis, F. (Fragiskos), Tziouvas, K. (Konstantinos), Tsitsika, A. (Artemis), Papezova, H. (Hana), Slachtova, L. (Lenka), Martaskova, D. (Debora), Kennedy, J.L., Levitan, R.D. (Robert D), Yilmaz, Z. (Zeynep), Huemer, J. (Julia), Koubek, D. (Doris), Merl, E. (Elisabeth), Wagner, G. (Gudrun), Lichtenstein, P. (Paul), Breen, G. (Gerome), Cohen-Woods, S. (Sarah), Farmer, A.E. (Anne E), Mcguffin, P. (Peter), Cichon, S. (Sven), Giegling, I. (Ina), Herms, S. (Stefan), Rujescu, D. (Dan), Schreiber, S. (Stefan), Wichmann, H.E. (Heinz Erich), Sladek, R. (Rob), Gambaro, G. (Giovanni), Soranzo, N. (Nicole), Julia, A. (Antonio), Marsal, S. (Sara), Rabionet, R. (Raquel), Gaborieau, V. (Valerie), Dick, D.M. (Danielle), Palotie, A. (A.), Ripatti, S. (Samuli), Widen, E., Espeseth, T. (Thomas), Lundervold, A.J. (Astri), Reinvang, I. (Ivar), Steen, V.M. (Vidar), Le Hellard, S. (Stephanie), Mattingsdal, M. (Morten), Ntalla, I. (Ioanna), Bencko, V. (Vladimir), Foretova, L. (Lenka), Janout, V. (Vladimir), Navratilova, M. (Marie), Pinto, D. (Dalila), Scherer, S.W. (Stephen W), Carlberg, L. (Laura), Schosser, A. (Alexandra), Alfredsson, L. (Lars), Pinto, D. (Duane), Scherer, S.W. (Stephen), Padyukov, L. (Leonid), Finan, C. (Chris), Kalsi, G. (Gursharan), Roberts, M. (Marion), Logan, D.W. (Darren W), Peltonen, L. (Leena Johanna), Ritchie, G.R.S. (Graham R.S.), Barrett, J.C. (Jeffrey), Estivill, X. (Xavier), Sullivan, P.F. (Patrick), Anderson, C.A. (Carl A), McGinnis, R. (Ralph), Sambrook, J. (Jennifer), Stephens, J. (Jonathan), Ouwehand, W.H. (Willem), McArdle, P.F. (P. F.), Ring, S.M. (Susan), Strachan, D.P. (David), Alexander, G. (Graeme), Conlon, P.J. (Peter J), Dominiczak, A. (Anna), Duncanson, A. (Audrey), Padyukov, L. (L.), Langford, C. (Cordelia), Lord, G. (Graham), Conlon, P. (Peter), Sandford, R. (Richard), Sheerin, N. (Neil), Vannberg, F.O. (Frederik O), Blackburn, H. (Hannah), Maxwell, A.P. (A.), Edkins, T. (Ted), Gillman, M.W. (Matthew W.), Gray, E. (Emma), Hunt, S.E. (Sarah E), Nengut, S.-G. (Suna-Gumuscu), Potter, S.C. (Simon), Rich, S.S. (Stephen), Simpkin, D. (Douglas), Whittaker, P. (Pamela), Ang, W.Q. (Wei), Atalay, M. (Mustafa), Beijsterveldt, C.E.M. (Toos) van, Bergen, N. (N.), Benke, K. (K.), Berry, D. (Diane), Boomsma, D.I. (Dorret), Bradfield, J.P. (Jonathan), Charoen, P. (Pimphen), Coin, L. (Lachlan), Cooper, C. (C.), Cousminer, D.L. (Diana), Das, S. (Shikta), Elliott, P. (P.), Evans, D.M. (D. M.), Feenstra, B. (B.), Flexeder, C. (Claudia), Frayling, T.M. (Timothy), Freathy, R.M. (Rachel), Gaillard, R. (R.), Geller, F. (Frank), Groen-Blokhuis, M. (Maria), Goh, L.K. (L. K.), Guxens Junyent, M. (Mònica), Hattersley, A.T. (Andrew), Haworth, C.M.A. (Claire M.), Hadley, D. (D.), Heinrich, J. (J.), Hirschhorn, J.N. (Joel), Hocher, B. (Berthold), Holloway, J.W. (J. W.), Holst, J.J., Hottenga, J.J. (Jouke Jan), Horikoshi, M. (Momoko), Huikari, V. (Ville), Hypponen, E. (E.), Iñiguez, C. (C.), Jaddoe, V.W. (V. W.), Jarvelin, M.R. (M. R.), Kaakinen, M. (M.), Kilpeläinen, T.O. (Tuomas), Hypponen, E. (Elina), Kowgier, M. (Matthew), Lakka, T.A. (Timo), Cooper, C. (Charles), Lange, L.A. (Leslie), Lawlor, D.A. (D. A.), Lehtimäki, T. (Terho), Lewin, A. (Alex), Elliott, P. (Paul), Lindi, V. (Virpi), Maggi, R. (Reedik), Feenstra, B. (Bjarke), McCarthy, M.I. (M. I.), Melbye, M. (Mads), Middeldorp, C.M. (Christel), Millwood, I.Y. (Iona), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (D. O.), Murray, J.C. (Jeffrey), Nivard, M. (Michel), Nohr, C. (Christian), Oken, E. (Emily), Ong, K.K. (K. K.), O'Reilly, P.F. (P. F.), Palmer, C. (Cameron), Panoutsopoulou, K. (K.), Pararajasingham, J. (Jennifer), Pearson, E.R. (E. R.), Pennell, C.E. (Craig), Power, C. (Christopher), Price, T.S. (Thomas), Prokopenko, I. (Inga), Raitakari, O.T. (O. T.), Rodriguez, A. (A.), Salem, R.M. (Rany), Saw, S.M. (S. M.), Sebert, S. (S.), Siitonen, N. (Niina), Jaddoe, V.W.V. (Vincent), Sørensen, T.I.A. (Thorkild), Sovio, U. (Ulla), Lawlor, D.A. (Debbie), Sunyer, J. (J.), Taal, H.R. (Rob), Teo, Y.Y. (Y. Y.), Thiering, E. (Elisabeth), Tiesler, C. (C.), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Valcárcel, B. (Beatriz), Teo, Y.Y. (Yik Ying), White, S.J. (Stefan), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (J. F.), Yaghootkar, H. (H.), Elks, C.E. (Cathy), Perry, J.R. (J. R.), Sulem, P. (Patrick), Chasman, D.I. (Daniel), Franceschini, N. (Nora), He, C. (C.), Lunetta, K.L. (Kathryn), Visser, J.A. (Jenny), Byrne, E.M. (E. M.), Gudbjartsson, D.F. (Daniel), Koller, D.L. (Daniel), Kutalik, Z. (Zoltán), Lin, P. (P.), Mangino, M. (Massimo), Byrne, E.M. (Enda), Smith, A.V. (Albert), Stolk, L. (Lisette), Wingerden, S. (Sophie) van, Zhao, J.H. (J. H.), Albrecht, E. (Eva), Corre, T. (Tanguy), Ingelsson, E. (Erik), Hayward, C. (Caroline), Magnusson, P.K. (Patrik), Smith, A.V. (Davey), Chanock, S.J. (Stephen), Warrington, M. (M.), Zgaga, L. (L.), Alavere, H. (Helene), Amin, N. (Najaf), Aspelund, T. (T.), Ulivi, S. (Shelia), Sunyer, J. (Jordi), Berenson, G. (Gerald), Bergmann, S.M. (Sven), Boerwinkle, E. (E.), Buring, J.E. (Julie), Busonero, F. (F.), Barroso, I.E. (Inês), Chanock, S.J. (S. J.), Warrington, N.M. (Nicole), Couper, D.J. (David), Coviello, A.D. (Andrea), Busonero, F., Faire, U. (Ulf) de, de Geus, E.J. (E. J.), Deloukas, P. (Panagiotis), Döring, A. (Angela), Davey Smith, G. (G.), Adamo, P. (Pio) d', Eiriksdottir, G. (Gudny), Geus, E.J.C. (Eco) de, Hagen, K. (Knut), Ferrucci, L. (L.), Folsom, A.R. (A. R.), Foroud, T. (T.), Garcia, M.E. (M.), Gasparini, P. (P.), Gieger, C. (Christian), Gudnason, V. (V.), Folsom, A.R. (Aaron), Hankinson, S.E. (S. E.), Ferreli, L. (Liana), Gasparini, P. (Paolo), Hernandez, D.G. (Dena), Hofman, A. (Albert), Hu, F.B. (F. B.), Illig, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Johnson, A.D. (Andrew), Karasik, D. (David), Khaw, K.T. (K. T.), Kiel, D.P. (Douglas P.), Kolcic, I. (Ivana), Kraft, P. (Peter), Launer, L.J. (Lenore), Laven, J.S. (J. S.), Li, S. (S.), Liu, J. (J.), Levy, D. (D.), Martin, N.G. (N. G.), Aspelund, T. (Thor), Nalls, M.A. (Michael), Navarro, P. (Pau), Nelis, M. (M.), Ness, A.R. (A. R.), Boerwinkle, E.A. (Eric), Oostra, B.A. (Ben), Peacock, M. (M.), Pare, G. (Guillame), Parker, A.N. (Alex), Pedersen, N.L. (Nancy), Cornelis, M. (Marilyn), Polasek, O. (Ozren), Plump, A.S. (A. S.), Peacock, M. (Munro), Porcu, E. (Eleonora), Rafnar, T. (Thorunn), Rice, J.P. (John), Rivadeneira, F. (F.), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D. (D.), Scuteri, A. (A.), Segrè, A.V. (Ayellet), Foroud, T. (Tatiana), Srinivasan, S.R. (Sathanur), Tammesoo, M.L. (M. L.), Tikkanen, E. (Emmi), Toniolo, D. (Daniela), Scuteri, A. (Angelo), Tryggvadottir, L. (Laufey), Tyrer, J. (J.), Uda, M. (M.), van Dam, R.M. (R. M.), Meurs, J.B.J. (Joyce) van, Vollenweider, P. (Peter), Waeber, G. (Gérard), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Weedon, M.N. (Michael), Wright, A.F. (Alan), Young, L. (L.), Zhai, G. (G.), Zhuang, W.V. (W. V.), Bierut, L.J. (L. J.), Boyd, H.A. (H. A.), Crisponi, L. (Laura), Demerath, E.W. (E. W.), Duijn, C.M. (Cornelia) van, Econs, M.J. (M. J.), Harris, T.B. (Tamara), Bierut, L.J. (Laura), Loos, R.J.F. (Ruth), Ridker, P.M. (Paul), Demerath, E.W. (Ellen), Streeten, E.A. (Elizabeth), Econs, M.J. (Michael), Thorsteinsdottir, U. (Unnur), Widen, E. (E.), Murabito, J. (Joanne), Ness, A.R. (Andrew), Spector, T.D. (Timothy), Crawford, S. (Steve), Crow, S. (Scott), Fichter, M.M. (M. M.), Halmi, K.A. (K. A.), Palotie, A. (Aarno), La Via, M. (Maria), Mitchell, J. (James), Strober, M. (Michael), Rotondo, A. (Alessandro), Woodside, D.B. (D Blake), Keel, P. (Pamela), Lilenfeld, L. (Lisa), Rivadeneira Ramirez, F. (Fernando), Magistretti, P. (Pierre), Montgomery, G.W. (G. W.), Hinney, A. (Anke), Kesselmeier, M. (M.), Jall, S. (S.), Volckmar, A.-L. (A. L.), Föcker, M. (M.), Antel, J. (J.), Heid, I.M. (Iris), Winkler, T.W. (Thomas W.), Grant, S.F.A. (S. F.A.), Guo, Y. (Yongli), Bergen, A.W. (Andrew), Grant, S.F.A. (Struan), Berrettini, W. (Wade), Hakonarson, H. (Hakon), Herpertz-Dahlmann, B. (B.), De Zwaan, M. (M.), Herzog, W. (W.), Ehrlich, S.M. (Stefan), Zipfel, S. (S.), Egberts, K. (Karin), Adan, R. (R.), Brandys, M. (M.), Elburg, A.A. (Annemarie) van, Boraska Perica, V. (V.), Müller, T.D., Tschöp, M.H. (M. H.), Zeggini, E. (Eleftheria), Bulik, C.M. (C. M.), Collier, D.A. (David), Scherag, A. (A.), Hebebrand, J. (J.), Tschop, M. (Matthias), Floyd, J. (Jamie), Thornton, L.M. (Laura), Huckins, L.M. (Laura M), Southam, L. (Lorraine), Rayner, N.W. (Nigel William), Tachmazidou, I. (Ioanna), Klump, K.L. (K. L.), Treasure, J. (Janet), Lewis, C.M. (Cathryn), Schmidt, U. (Ulrike), Tozzi, F. (Federica), Iezebrink, K. (Kirsty), Gorwood, P. (Philip), Kas, M.J.H. (Martien), Favaro, A. (Angela), Santonastaso, P. (Paolo), Fernández-Aranda, F. (Fernando), Gratacos, M. (Monica), Rybakowski, F. (Filip), Dmitrzak-Weglarz, M. (Monika), Kaprio, J. (Jaakko), Keski-Rahkonen, A. (Anna), Raevuori-Helkamaa, A. (Anu), Furth, E.F. (Eric) van, Slof-Op’t Landt, M.C.T. (Margarita C. T.), Hudson, J.I. (James I), Knudsen, G.P.S. (Gun Peggy S.), Monteleone, P. (Palmiero), Kaplan, A.S. (Allan S), Karwautz, A. (Andreas), Li, D. (Dong), Komaki, G. (Gen), Ando, T. (Tetsuya), Inoko, H. (Hidetoshi), Esko, T. (T.), Fischer, K. (Krista), Männik, K. (Katrin), Metspalu, A. (Andres), Baker, J.H. (Jessica H), Cone, R.D. (Roger D), Esko, T. (Tõnu), DeSocio, J.E. (Janiece E), Hilliard, C.E. (Christopher E), O’Toole, J.K. (Julie K), Pantel, J. (Jacques), Szatkiewicz, J.P. (Jin P), Taico, C. (Chrysecolla), Zerwas, S. (Stephanie), Trace, S.E. (Sara E), Davis, O.S.P. (Oliver S.), Helder, S. (Sietske), Bühren, K. (Katharina), Burghardt, R. (Roland), Imgart, H. (Hartmut), Scherag, A. (Andre), Boni, C. (Claudette), Ramoz, N. (Nicolas), Versini, A. (Audrey), Danner, U.N. (Unna N), de Kove, C. (Carolien), Hendriks, J. (Judith), Koeleman, B.P.C. (Bobby P. C.), Ophoff, R.A. (Roel), Strengman, E. (Eric), Bruson, A. (Alice), Clementi, M. (Maurizio), Degortes, D. (Daniela), Forzan, M. (Monica), Tenconi, E. (Elena), Docampo, E. (Elisa), Jiménez-Murcia, G.E.S. (Geòrgia Escaramí Susana), Lissowska, J. (Jolanta), Rajewski, A. (Andrzej), Szeszenia-Dabrowska, N. (Neonila), Slopien, A. (Agnieszka), Hauser, J. (J.), Karhunen, L. (Leila), Meulenbelt, I. (Ingrid), Slagboom, P.E. (Eline), Tortorella, A. (Alfonso), Maj, M. (Mario), Dedoussis, G.V. (George), Dedoussis, G.V. (G. V.), Koeleman, B.P.C. (Bobby), Gonidakis, F. (Fragiskos), Tziouvas, K. (Konstantinos), Tsitsika, A. (Artemis), Papezova, H. (Hana), Slachtova, L. (Lenka), Martaskova, D. (Debora), Kennedy, J.L., Levitan, R.D. (Robert D), Yilmaz, Z. (Zeynep), Huemer, J. (Julia), Koubek, D. (Doris), Merl, E. (Elisabeth), Wagner, G. (Gudrun), Lichtenstein, P. (Paul), Breen, G. (Gerome), Cohen-Woods, S. (Sarah), Farmer, A.E. (Anne E), Mcguffin, P. (Peter), Cichon, S. (Sven), Giegling, I. (Ina), Herms, S. (Stefan), Rujescu, D. (Dan), Schreiber, S. (Stefan), Wichmann, H.E. (Heinz Erich), Sladek, R. (Rob), Gambaro, G. (Giovanni), Soranzo, N. (Nicole), Julia, A. (Antonio), Marsal, S. (Sara), Rabionet, R. (Raquel), Gaborieau, V. (Valerie), Dick, D.M. (Danielle), Palotie, A. (A.), Ripatti, S. (Samuli), Widen, E., Espeseth, T. (Thomas), Lundervold, A.J. (Astri), Reinvang, I. (Ivar), Steen, V.M. (Vidar), Le Hellard, S. (Stephanie), Mattingsdal, M. (Morten), Ntalla, I. (Ioanna), Bencko, V. (Vladimir), Foretova, L. (Lenka), Janout, V. (Vladimir), Navratilova, M. (Marie), Pinto, D. (Dalila), Scherer, S.W. (Stephen W), Carlberg, L. (Laura), Schosser, A. (Alexandra), Alfredsson, L. (Lars), Pinto, D. (Duane), Scherer, S.W. (Stephen), Padyukov, L. (Leonid), Finan, C. (Chris), Kalsi, G. (Gursharan), Roberts, M. (Marion), Logan, D.W. (Darren W), Peltonen, L. (Leena Johanna), Ritchie, G.R.S. (Graham R.S.), Barrett, J.C. (Jeffrey), Estivill, X. (Xavier), Sullivan, P.F. (Patrick), Anderson, C.A. (Carl A), McGinnis, R. (Ralph), Sambrook, J. (Jennifer), Stephens, J. (Jonathan), Ouwehand, W.H. (Willem), McArdle, P.F. (P. F.), Ring, S.M. (Susan), Strachan, D.P. (David), Alexander, G. (Graeme), Conlon, P.J. (Peter J), Dominiczak, A. (Anna), Duncanson, A. (Audrey), Padyukov, L. (L.), Langford, C. (Cordelia), Lord, G. (Graham), Conlon, P. (Peter), Sandford, R. (Richard), Sheerin, N. (Neil), Vannberg, F.O. (Frederik O), Blackburn, H. (Hannah), Maxwell, A.P. (A.), Edkins, T. (Ted), Gillman, M.W. (Matthew W.), Gray, E. (Emma), Hunt, S.E. (Sarah E), Nengut, S.-G. (Suna-Gumuscu), Potter, S.C. (Simon), Rich, S.S. (Stephen), Simpkin, D. (Douglas), Whittaker, P. (Pamela), Ang, W.Q. (Wei), Atalay, M. (Mustafa), Beijsterveldt, C.E.M. (Toos) van, Bergen, N. (N.), Benke, K. (K.), Berry, D. (Diane), Boomsma, D.I. (Dorret), Bradfield, J.P. (Jonathan), Charoen, P. (Pimphen), Coin, L. (Lachlan), Cooper, C. (C.), Cousminer, D.L. (Diana), Das, S. (Shikta), Elliott, P. (P.), Evans, D.M. (D. M.), Feenstra, B. (B.), Flexeder, C. (Claudia), Frayling, T.M. (Timothy), Freathy, R.M. (Rachel), Gaillard, R. (R.), Geller, F. (Frank), Groen-Blokhuis, M. (Maria), Goh, L.K. (L. K.), Guxens Junyent, M. (Mònica), Hattersley, A.T. (Andrew), Haworth, C.M.A. (Claire M.), Hadley, D. (D.), Heinrich, J. (J.), Hirschhorn, J.N. (Joel), Hocher, B. (Berthold), Holloway, J.W. (J. W.), Holst, J.J., Hottenga, J.J. (Jouke Jan), Horikoshi, M. (Momoko), Huikari, V. (Ville), Hypponen, E. (E.), Iñiguez, C. (C.), Jaddoe, V.W. (V. W.), Jarvelin, M.R. (M. R.), Kaakinen, M. (M.), Kilpeläinen, T.O. (Tuomas), Hypponen, E. (Elina), Kowgier, M. (Matthew), Lakka, T.A. (Timo), Cooper, C. (Charles), Lange, L.A. (Leslie), Lawlor, D.A. (D. A.), Lehtimäki, T. (Terho), Lewin, A. (Alex), Elliott, P. (Paul), Lindi, V. (Virpi), Maggi, R. (Reedik), Feenstra, B. (Bjarke), McCarthy, M.I. (M. I.), Melbye, M. (Mads), Middeldorp, C.M. (Christel), Millwood, I.Y. (Iona), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (D. O.), Murray, J.C. (Jeffrey), Nivard, M. (Michel), Nohr, C. (Christian), Oken, E. (Emily), Ong, K.K. (K. K.), O'Reilly, P.F. (P. F.), Palmer, C. (Cameron), Panoutsopoulou, K. (K.), Pararajasingham, J. (Jennifer), Pearson, E.R. (E. R.), Pennell, C.E. (Craig), Power, C. (Christopher), Price, T.S. (Thomas), Prokopenko, I. (Inga), Raitakari, O.T. (O. T.), Rodriguez, A. (A.), Salem, R.M. (Rany), Saw, S.M. (S. M.), Sebert, S. (S.), Siitonen, N. (Niina), Jaddoe, V.W.V. (Vincent), Sørensen, T.I.A. (Thorkild), Sovio, U. (Ulla), Lawlor, D.A. (Debbie), Sunyer, J. (J.), Taal, H.R. (Rob), Teo, Y.Y. (Y. Y.), Thiering, E. (Elisabeth), Tiesler, C. (C.), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Valcárcel, B. (Beatriz), Teo, Y.Y. (Yik Ying), White, S.J. (Stefan), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (J. F.), Yaghootkar, H. (H.), Elks, C.E. (Cathy), Perry, J.R. (J. R.), Sulem, P. (Patrick), Chasman, D.I. (Daniel), Franceschini, N. (Nora), He, C. (C.), Lunetta, K.L. (Kathryn), Visser, J.A. (Jenny), Byrne, E.M. (E. M.), Gudbjartsson, D.F. (Daniel), Koller, D.L. (Daniel), Kutalik, Z. (Zoltán), Lin, P. (P.), Mangino, M. (Massimo), Byrne, E.M. (Enda), Smith, A.V. (Albert), Stolk, L. (Lisette), Wingerden, S. (Sophie) van, Zhao, J.H. (J. H.), Albrecht, E. (Eva), Corre, T. (Tanguy), Ingelsson, E. (Erik), Hayward, C. (Caroline), Magnusson, P.K. (Patrik), Smith, A.V. (Davey), Chanock, S.J. (Stephen), Warrington, M. (M.), Zgaga, L. (L.), Alavere, H. (Helene), Amin, N. (Najaf), Aspelund, T. (T.), Ulivi, S. (Shelia), Sunyer, J. (Jordi), Berenson, G. (Gerald), Bergmann, S.M. (Sven), Boerwinkle, E. (E.), Buring, J.E. (Julie), Busonero, F. (F.), Barroso, I.E. (Inês), Chanock, S.J. (S. J.), Warrington, N.M. (Nicole), Couper, D.J. (David), Coviello, A.D. (Andrea), Busonero, F., Faire, U. (Ulf) de, de Geus, E.J. (E. J.), Deloukas, P. (Panagiotis), Döring, A. (Angela), Davey Smith, G. (G.), Adamo, P. (Pio) d', Eiriksdottir, G. (Gudny), Geus, E.J.C. (Eco) de, Hagen, K. (Knut), Ferrucci, L. (L.), Folsom, A.R. (A. R.), Foroud, T. (T.), Garcia, M.E. (M.), Gasparini, P. (P.), Gieger, C. (Christian), Gudnason, V. (V.), Folsom, A.R. (Aaron), Hankinson, S.E. (S. E.), Ferreli, L. (Liana), Gasparini, P. (Paolo), Hernandez, D.G. (Dena), Hofman, A. (Albert), Hu, F.B. (F. B.), Illig, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Johnson, A.D. (Andrew), Karasik, D. (David), Khaw, K.T. (K. T.), Kiel, D.P. (Douglas P.), Kolcic, I. (Ivana), Kraft, P. (Peter), Launer, L.J. (Lenore), Laven, J.S. (J. S.), Li, S. (S.), Liu, J. (J.), Levy, D. (D.), Martin, N.G. (N. G.), Aspelund, T. (Thor), Nalls, M.A. (Michael), Navarro, P. (Pau), Nelis, M. (M.), Ness, A.R. (A. R.), Boerwinkle, E.A. (Eric), Oostra, B.A. (Ben), Peacock, M. (M.), Pare, G. (Guillame), Parker, A.N. (Alex), Pedersen, N.L. (Nancy), Cornelis, M. (Marilyn), Polasek, O. (Ozren), Plump, A.S. (A. S.), Peacock, M. (Munro), Porcu, E. (Eleonora), Rafnar, T. (Thorunn), Rice, J.P. (John), Rivadeneira, F. (F.), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D. (D.), Scuteri, A. (A.), Segrè, A.V. (Ayellet), Foroud, T. (Tatiana), Srinivasan, S.R. (Sathanur), Tammesoo, M.L. (M. L.), Tikkanen, E. (Emmi), Toniolo, D. (Daniela), Scuteri, A. (Angelo), Tryggvadottir, L. (Laufey), Tyrer, J. (J.), Uda, M. (M.), van Dam, R.M. (R. M.), Meurs, J.B.J. (Joyce) van, Vollenweider, P. (Peter), Waeber, G. (Gérard), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Weedon, M.N. (Michael), Wright, A.F. (Alan), Young, L. (L.), Zhai, G. (G.), Zhuang, W.V. (W. V.), Bierut, L.J. (L. J.), Boyd, H.A. (H. A.), Crisponi, L. (Laura), Demerath, E.W. (E. W.), Duijn, C.M. (Cornelia) van, Econs, M.J. (M. J.), Harris, T.B. (Tamara), Bierut, L.J. (Laura), Loos, R.J.F. (Ruth), Ridker, P.M. (Paul), Demerath, E.W. (Ellen), Streeten, E.A. (Elizabeth), Econs, M.J. (Michael), Thorsteinsdottir, U. (Unnur), Widen, E. (E.), Murabito, J. (Joanne), Ness, A.R. (Andrew), Spector, T.D. (Timothy), Crawford, S. (Steve), Crow, S. (Scott), Fichter, M.M. (M. M.), Halmi, K.A. (K. A.), Palotie, A. (Aarno), La Via, M. (Maria), Mitchell, J. (James), Strober, M. (Michael), Rotondo, A. (Alessandro), Woodside, D.B. (D Blake), Keel, P. (Pamela), Lilenfeld, L. (Lisa), Rivadeneira Ramirez, F. (Fernando), Magistretti, P. (Pierre), and Montgomery, G.W. (G. W.)

Abstract

The maintenance of normal body weight is disrupted in patients with anorexia nervosa (AN) for prolonged periods of time. Prior to the onset of AN, premorbid body mass index (BMI) spans the entire range from underweight to obese. After recovery, patients have reduced rates of overweight and obesity. As such, loci involved in body weight regulation may also be relevant for AN and vice versa. Our primary analysis comprised a cross-trait analysis of the 1000 single-nucleotide polymorphisms (SNPs) with the lowest P-values in a genome-wide association meta-analysis (GWAMA) of AN (GCAN) for evidence of association in the largest published GWAMA for BMI (GIANT). Subsequently we performed sex-stratified analyses for these 1000 SNPs. Functional ex vivo studies on four genes ensued. Lastly, a look-up of GWAMA-derived BMI-related loci was performed in the AN GWAMA. We detected significant associations (P-values <5 × 10-5, Bonferroni-corrected P<0.05) for nine SNP alleles at three independent loci. Interestingly, all AN susceptibility alleles were consistently associated with increased BMI. None of the genes (chr. 10: CTBP2, chr. 19: CCNE1, chr. 2: CARF and NBEAL1; the latter is a region with high linkage disequilibrium) nearest to these SNPs has previously been associated with AN or obesity. Sex-stratified analyses revealed that the strongest BMI signal originated predominantly from females (chr. 10 rs1561589; Poverall: 2.47 × 10-06/Pfemales: 3.45 × 10-07/Pmales: 0.043). Functional ex vivo studies in mice revealed reduced hypothalamic expression of Ctbp2 and Nbeal1 after fasting. Hypothalamic expression of Ctbp2 was increased in diet-induced obese (DIO) mice as compared with age-matched lean controls. We observed no evidence for associations for the look-up of BMI-related loci in the AN GWAMA. A cross-trait analysis of AN and BMI loci revealed variants at three chromosomal loci with potential joint impact. The chromosome 10 locus is particularly promising given that the associa

Published
2017
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44. A genome-wide association study of anorexia nervosa

Author

Boraska, V., Franklin, C. S., Floyd, J. A. B., Thornton, L. M., Huckins, L. M., Southam, L., Rayner, N. W., Tachmazidou, I., Klump, K. L., Treasure, J., Lewis, C. M., Schmidt, U., Tozzi, F., Kiezebrink, K., Hebebrand, J., Gorwood, P., Adan, R. A. H., Kas, M. J. H., Favaro, Angela, Santonastaso, Paolo, Fernández Aranda, F., Gratacos, M., Rybakowski, F., Dmitrzak Weglarz, M., Kaprio, J., Keski Rahkonen, A., Raevuori, A., Van Furth, E. F., Slof Op 't Landt, M. C. T., Hudson, J. I., Reichborn Kjennerud, T., Knudsen, G. P. S., Monteleone, P., Kaplan, A. S., Karwautz, A., Hakonarson, H., Berrettini, W. H., Guo, Y., Li, D., Schork, N. J., Komaki, G., Ando, T., Inoko, H., Esko, T., Fischer, K., Männik, K., Metspalu, A., Baker, J. H., Cone, R. D., Dackor, J., Desocio, J. E., Hilliard, C. E., O'Toole, J. K., Pantel, J., Szatkiewicz, J. P., Taico, C., Zerwas, S., Trace, S. E., Davis, O. S. P., Helder, S., Bühren, K., Burghardt, R., de Zwaan, M., Egberts, K., Ehrlich, S., Herpertz Dahlmann, B., Herzog, W., Imgart, H., Scherag, A., Scherag, S., Zipfel, S., Boni, C., Ramoz, N., Versini, A., Brandys, M. K., Danner, U. N., de Kovel, C., Hendriks, J., Koeleman, B. P. C., Ophoff, R. A., Strengman, E., van Elburg, A. A., Bruson, Alice, Clementi, Maurizio, Degortes, Daniela, Forzan, Monica, Tenconi, Elena, Docampo, E., Escaramís, G., Jiménez Murcia, S., Lissowska, J., Rajewski, A., Szeszenia Dabrowska, N., Slopien, A., Hauser, J., Karhunen, L., Meulenbelt, I., Slagboom, P. E., Tortorella, A., Maj, M., Dedoussis, G., Dikeos, D., Gonidakis, F., Tziouvas, K., Tsitsika, A., Papezova, H., Slachtova, L., Martaskova, D., Kennedy, J. L., Levitan, R. D., Yilmaz, Z., Huemer, J., Koubek, D., Merl, E., Wagner, G., Lichtenstein, P., Breen, G., Cohen Woods, S., Farmer, A., Mcguffin, P., Cichon, S., Giegling, I., Herms, S., Rujescu, D., Schreiber, S., Wichmann, H. E., Dina, C., Sladek, R., Gambaro, G., Soranzo, N., Julia, A., Marsal, S., Rabionet, R., Gaborieau, V., Dick, D. M., Palotie, A., Ripatti, S., Widén, E., Andreassen, O. A., Espeseth, T., Lundervold, A., Reinvang, I., Steen, V. M., Le Hellard, S., Mattingsdal, M., Ntalla, I., Bencko, V., Foretova, L., Janout, V., Navratilova, M., Gallinger, S., Pinto, D., Scherer, S. W., Aschauer, H., Carlberg, L., Schosser, A., Alfredsson, L., Ding, B., Klareskog, L., Padyukov, L., Courtet, P., Guillaume, S., Jaussent, I., Finan, C., Kalsi, G., Roberts, M., Logan, D. W., Peltonen, L., Ritchie, G. R. S., Barrett, J. C., Anderson, Carl A., Barrett, Jeffrey C., Floyd, James A. B., Franklin, Christopher S., Ralph, Mcginnis, Nicole, Soranzo, Eleftheria, Zeggini, Jennifer, Sambrook, Jonathan, Stephens, Ouwehand, Willem H., Mcardle, Wendy L., Ring, Susan M., Strachan, David P., Graeme, Alexander, Bulik, Cynthia M., Collier, David A., Conlon, Peter J., Anna, Dominiczak, Audrey, Duncanson, Adrian, Hill, Cordelia, Langford, Graham, Lord, Maxwell, Alexander P., Linda, Morgan, Leena, Peltonen, Sandford, Richard N., Neil, Sheerin, Vannberg, Fredrik O., Hannah, Blackburn, Wei Min Chen, Sarah, Edkins, Mathew, Gillman, Emma, Gray, Hunt, Sarah E., Suna Onengut Gumuscu, Simon, Potter, Rich, Stephen S., Douglas, Simpkin, Pamela, Whittaker, Estivill, X., Hinney, A., Sullivan, P. F., Collier, D. A., Zeggini, E., Bulik, C. M., Boraska, V., Franklin, Christopher S., Floyd, James A. B., Thornton, L. M., Huckins, L. M., Southam, L., Rayner, N. W., Tachmazidou, I., Klump, K. L., Treasure, J., Lewis, C. M., Schmidt, U., Tozzi, F., Kiezebrink, K., Hebebrand, J., Gorwood, P., Adan, R. A. H., Kas, M. J. H., Favaro, A., Santonastaso, P., Fernández-Aranda, F., Gratacos, M., Rybakowski, F., Dmitrzak-Weglarz, M., Kaprio, J., Keski-Rahkonen, A., Raevuori, A., Van Furth, E. F., Slof-Op 't Landt, M. C. T., Hudson, J. I., Reichborn-Kjennerud, T., Knudsen, G. P. S., Monteleone, P., Kaplan, A. S., Karwautz, A., Hakonarson, H., Berrettini, W. H., Guo, Y., Li, D., Schork, N. J., Komaki, G., Ando, T., Inoko, H., Esko, T., Fischer, K., Männik, K., Metspalu, A., Baker, J. H., Cone, R. D., Dackor, J., Desocio, J. E., Hilliard, C. E., O'Toole, J. K., Pantel, J., Szatkiewicz, J. P., Taico, C., Zerwas, S., Trace, S. E., Davis, O. S. P., Helder, S., Bühren, K., Burghardt, R., De Zwaan, M., Egberts, K., Ehrlich, S., Herpertz-Dahlmann, B., Herzog, W., Imgart, H., Scherag, A., Scherag, S., Zipfel, S., Boni, C., Ramoz, N., Versini, A., Brandys, M. K., Danner, U. N., De Kovel, C., Hendriks, J., Koeleman, B. P. C., Ophoff, R. A., Strengman, E., Van Elburg, A. A., Bruson, A., Clementi, M., Degortes, D., Forzan, M., Tenconi, E., Docampo, E., Escaramís, G., Jiménez-Murcia, S., Lissowska, J., Rajewski, A., Szeszenia-Dabrowska, N., Slopien, A., Hauser, J., Karhunen, L., Meulenbelt, I., Slagboom, P. E., Tortorella, A., Maj, M., Dedoussis, G., Dikeos, D., Gonidakis, F., Tziouvas, K., Tsitsika, A., Papezova, H., Slachtova, L., Martaskova, D., Kennedy, J. L., Levitan, R. D., Yilmaz, Z., Huemer, J., Koubek, D., Merl, E., Wagner, G., Lichtenstein, P., Breen, G., Cohen-Woods, S., Farmer, A., Mcguffin, P., Cichon, S., Giegling, I., Herms, S., Rujescu, D., Schreiber, S., Wichmann, H. -E., Dina, C., Sladek, R., Gambaro, G., Soranzo, Nicole, Julia, A., Marsal, S., Rabionet, R., Gaborieau, V., Dick, D. M., Palotie, A., Ripatti, S., Widén, E., Andreassen, O. A., Espeseth, T., Lundervold, A., Reinvang, I., Steen, V. M., Le Hellard, S., Mattingsdal, M., Ntalla, I., Bencko, V., Foretova, L., Janout, V., Navratilova, M., Gallinger, S., Pinto, D., Scherer, S. W., Aschauer, H., Carlberg, L., Schosser, A., Alfredsson, L., Ding, B., Klareskog, L., Padyukov, L., Courtet, P., Guillaume, S., Jaussent, I., Finan, C., Kalsi, G., Roberts, M., Logan, D. W., Peltonen, Leena, Ritchie, G. R. S., Barrett, Jeffrey C., Anderson, Carl A., Mcginnis, Ralph, Zeggini, Eleftheria, Sambrook, Jennifer, Stephens, Jonathan, Ouwehand, Willem H., Mcardle, Wendy L., Ring, Susan M., Strachan, David P., Alexander, Graeme, Bulik, C. M., Collier, David A., Conlon, Peter J., Dominiczak, Anna, Duncanson, Audrey, Hill, Adrian, Langford, Cordelia, Lord, Graham, Maxwell, Alexander P., Morgan, Linda, Sandford, Richard N., Sheerin, Neil, Vannberg, Fredrik O., Blackburn, Hannah, Chen, Wei-Min, Edkins, Sarah, Gillman, Mathew, Gray, Emma, Hunt, Sarah E., Onengut-Gumuscu, Suna, Potter, Simon, Rich, Stephen S., Simpkin, Dougla, Whittaker, Pamela, Estivill, X., Hinney, A., Sullivan, P. F., Martaskova D., Wellcome Trust Case Control Consortium 3, Anderson, CA., Barrett, JC., Floyd, JA., Franklin, CS., McGinnis, R., Soranzo, N., Zeggini, E., Sambrook, J., Stephens, J., Ouwehand, WH., McArdle, WL., Ring, SM., Strachan, DP., Alexander, G., Bulik, CM., Collier, DA., Conlon, PJ., Dominiczak, A., Duncanson, A., Hill, A., Langford, C., Lord, G., Maxwell, AP., Morgan, L., Peltonen, L., Sandford, RN., Sheerin, N., Vannberg, FO., Blackburn, H., Chen, WM., Edkins, S., Gillman, M., Gray, E., Hunt, SE., Onengut-Gumuscu, S., Potter, S., Rich, SS., Simpkin, D., and Whittaker, P.

Subjects
Male, Candidate gene, Anorexia Nervosa, Medizin, Genome-wide association study, anorexia nervosa, body mass index, eating disorders, genome-wide association study, GWAS, metabolic, Japan, Settore MED/14 - NEFROLOGIA, Guanine Nucleotide Exchange Factors, genome wide association study, Nuclear Protein, Genetics, Calcineurin, Eating disorder, Anorèxia nerviosa, Nuclear Proteins, Genomics, Cullin Proteins, 3. Good health, Anorexia, VDP::Midical sciences: 700::Basic medical, dental and veterinary sciences: 710::Medical genetics: 714, Anorexia nervosa (differential diagnoses), Psychiatry and Mental Health, Female, Case-Control Studie, Human, Asian Continental Ancestry Group, European Continental Ancestry Group, Single-nucleotide polymorphism, Biology, Polymorphism, Single Nucleotide, Article, White People, Cellular and Molecular Neuroscience, Asian People, Meta-Analysis as Topic, Genetic linkage, Humans, Genotyping, Molecular Biology, anorexia nervosa, body mass index, eating disorders, genome wide association study, GWAS, metabolic, Cullin Protein, Case-control study, Anorexia nervosa, VDP::Medisinske fag: 700::Basale medisinske, odontologiske og veterinærmedisinske fag: 710::Medisinsk genetikk: 714, Guanine Nucleotide Exchange Factor, Genòmica, Case-Control Studies, Carrier Protein, Carrier Proteins, Body mass index, Genome-Wide Association Study
Abstract

Anorexia nervosa (AN) is a complex and heritable eating disorder characterized by dangerously low body weight. Neither candidate gene studies nor an initial genome-wide association study (GWAS) have yielded significant and replicated results. We performed a GWAS in 2907 cases with AN from 14 countries (15 sites) and 14 860 ancestrally matched controls as part of the Genetic Consortium for AN (GCAN) and the Wellcome Trust Case Control Consortium 3 (WTCCC3). Individual association analyses were conducted in each stratum and meta-analyzed across all 15 discovery data sets. Seventy-six (72 independent) single nucleotide polymorphisms were taken forward for in silico (two data sets) or de novo (13 data sets) replication genotyping in 2677 independent AN cases and 8629 European ancestry controls along with 458 AN cases and 421 controls from Japan. The final global meta-analysis across discovery and replication data sets comprised 5551 AN cases and 21 080 controls. AN subtype analyses (1606 AN restricting; 1445 AN binge-purge) were performed. No findings reached genome-wide significance. Two intronic variants were suggestively associated: rs9839776 (P = 3.01 x 10(-7)) in SOX2OT and rs17030795 (P = 5.84 x 10(-6)) in PPP3CA. Two additional signals were specific to Europeans: rs1523921 (P = 5.76 x 10(-6)) between CUL3 and FAM124B and rs1886797 (P = 8.05 x 10(-6)) near SPATA13. Comparing discovery with replication results, 76% of the effects were in the same direction, an observation highly unlikely to be due to chance (P= 4x10(-6)), strongly suggesting that true findings exist but our sample, the largest yet reported, was underpowered for their detection. The accrual of large genotyped AN case-control samples should be an immediate priority for the field.

Published
2014

45. Using ancestry-informative markers to identify fine structure across 15 populations of European origin

Author

Huckins, Laura M, Boraska, Vesna, Southam, L, Karhunen, L, Meulenbelt, I, Slagboom, P E, Tortorella, A, Maj, M, Dedoussis, G, Dikeos, D, Gonidakis, F, Tziouvas, K, Tsitsika, A, Rayner, N William, Papezova, H, Slachtova, L, Martaskova, D, Kennedy, J L, Levitan, R D, Yilmaz, Z, Huemer, J, Koubek, D, Merl, E, Wagner, G, Tachmazidou, I, Lichtenstein, P, Breen, G, Cohen-Woods, S, Farmer, A, McGuffin, P, Cichon, Sven, Giegling, I, Herms, S, Rujescu, D, Schreiber, S, Klump, K L, Wichmann, H-E, Dina, C, Sladek, R, Gambaro, G, Soranzo, N, Julia, A, Marsal, S, Rabionet, R a, Gaborieau, V, Dick, D M, Treasure, J, Palotie, A, Ripatti, S, Widén, E, Andreassen, O A, Espeseth, T, Lundervold, A, Reinvang, I, Steen, V M, Hellard, S Le, Mattingsda, M, Lewis, C M, Ntalla, I, Bencko, V, Foretova, L, Janout, V, Navratilova, M, Gallinger, S, Pinto, D, Scherer, S W, Aschauer, H, Carlberg, L, Schmidt, U, Schosser, A, Alfredsson, L, Ding, B, Klareskog, L, Padyukov, L, Finan, C, Kalsi, G, Roberts, M, Logan, D W, Peltonen, L, Tozzi, F, Ritchie, G R S, Courtet, P, Guillame, S, Jaussent, I, Barrett, J C, Estivill, X, Hinney, A, Sullivan, P F, Collier, D A, Zeggini, E, Kiezebrink, K, Bulik, C M, Anderson, Carl A, Barrett, Jeffrey C, Floyd, James AB, Franklin, Christopher S, McGinnis, Ralph, Soranzo, Nicole, Zeggini, Eleftheria, Sambrook, Jennifer, Stephens, Jonathan, Hebebrand, J, Ouwehand, Willem H, McArdle, Wendy L, Ring, Susan M, Strachan, David P, Alexander, Graeme, Bulik, Cynthia M, Collier, David A, Conlon, Peter J, Dominiczak, Anna, Duncanson, Audrey, Gorwood, P, Hill, Adrian, Langford, Cordelia, Lord, Graham, Maxwell, Alexander P, Morgan, Linda, Peltonen, Leena, Sandford, Richard N, Sheerin, Neil, Vannberg, Fredrik O, Adan, R A H, Genotyping, D N A, Blackburn, Hannah, Chen, Wei-Min, Edkins, Sarah, Gillman, Mathew, Gray, Emma, Hunt, Sarah E, nengut-Gumuscu, Suna, Kas, M J H, Potter, Simon, Rich, Stephen S, Simpkin, Douglas, Whittaker, Pamela, Sullivan, Patrick F, Tyler-Smith, Chris, Tachmazidou, Ioanna, avaro, A F, Santonastaso, P, Fernández-Aranda, F, Gratacos, M, Rybakowski, F, Dmitrzak-Weglarz, M, Kaprio, J, Floyd, James A B, Keski-Rahkonen, A, Raevuori, A, Van Furth, E F, Slof-Op t Landt, M C T, Hudson, J I, Reichborn-Kjennerud, T, Knudsen, G P S, Monteleone, P, Kaplan, A S, Karwautz, A, Southam, Lorraine, Hakonarson, H, Berrettini, W H, Guo, Y, Li, D, Schork, N J, Komaki, G, Ando, T, Inoko, H, Esko, T, Fischer, K, Boraska, V, Männik, K, Metspalu, A, Baker, J H, Cone, R D, Dackor, J, DeSocio, J E, Hilliard, C E, O'Toole, J K, Pantel, J, Szatkiewicz, J P, Franklin, C S, Taico, C, Zerwas, S, Trace, S E, Davis, O S P, Helder, S, Bühren, K, Burghardt, R, de Zwaan, M, Egberts, K, Ehrlich, S, Floyd, J A B, Herpertz-Dahlmann, B, Herzog, W, Imgart, H, Scherag, A, Scherag, S, Zipfel, S, Boni, C, Ramoz, N, Versini, A, Brandys, M K, Thornton, L M, Danner, U N, de Kove, C, Hendriks, J, Koeleman, B P C, Ophoff, R A, Strengman, E, van Elburg, A A, Bruson, A, Clementi, M, Degortes, D, Huckins, L M, Forzan, M, Tenconi, E, Docampo, E, Escaramís, G, Jiménez-Murcia, S, Lissowska, J, Rajewski, A, Szeszenia-Dabrowska, N, Slopien, A, Hauser, J, Huckins, Laura M., Boraska, Vesna, Franklin, Christopher S., Floyd, J. A. B., Southam, Lorraine, Sullivan, P. F., Bulik, Cynthia M, Collier, David A, Tyler-Smith, Chri, Zeggini, Eleftheria, Tachmazidou, Ioanna, Thornton, L. M., William Rayner, N., Klump, K. L., Lewis, C. M., Schmidt, U., Tozzi, F., Kiezebrink, K., Hebebrand, J., Gorwood, P., Adan, R. A. H., Kas, M. J. H., Favaro, A., Santonastaso, P., Fernández-Aranda, F., Gratacos, M., Rybakowski, F., Dmitrzak-Weglarz, M., Kaprio, J., Raevuori, A., Van Furth, E. F., Slof-Op t Landt, M. C. T., Hudson, J. I., Reichborn-Kjennerud, T., Knudsen, G. P. S., Monteleone, P., Kaplan, A. S., Karwautz, A., Hakonarson, H., Berrettini, W. H., Guo, Y., Li, D., Schork, N. J., Komaki, G., Ando, T., Inoko, H., Esko, T., Fischer, K., Männik, K., Metspalu, A., Baker, J. H., Davis, O. S. P., Dackor, J., Desocio, J. E., Hilliard, C. E., O'Toole, J. K., Pantel, J., Szatkiewicz, J. P., Taico, C., Zerwas, S., Trace, S. E., Helder, S., Bühren, K., Burghardt, R., de Zwaan, M., Egberts, K., Ehrlich, S., Herpertz-Dahlmann, B., Herzog, W., Imgart, H., Scherag, A., Zipfel, S., Boni, C., Ramoz, N., Versini, A., Brandys, M. K., Danner, U. N., de Kovel, C., Hendriks, J., Koeleman, B. P. C., Ophoff, R. A., Strengman, E., van Elburg, A. A., Bruson, A., Clementi, M., Degortes, D., Forzan, M., Docampo, E., Escaramís, G., Jiménez-Murcia, S., Lissowska, J., Rajewski, A., Szeszenia-Dabrowska, N., Slopien, A., Hauser, J., Karhunen, L., Meulenbelt, I., Slagboom, P. E., Tortorella, A., Maj, M., Dedoussis, G., Dikeos, D., Gonidakis, F., Tziouvas, K., Tsitsika, A., Papezova, H., Slachtova, L., Martaskova, D., Kennedy, J. L., Levitan, R. D., Yilmaz, Z., Huemer, J., Koubek, D., Merl, E., Wagner, G., Lichtenstein, P., Breen, G., Cohen-Woods, S., Farmer, A., Mcguffin, P., Cichon, S., Giegling, I., Herms, S., Rujescu, D., Schreiber, S., Wichmann, H. -E., Dina, C., Sladek, R., Gambaro, G., Soranzo, N., Julia, A., Marsal, S., Rabionet, Ra, Gaborieau, V., Dick, D. M., Palotie, A., Ripatti, S., Widén, E., Andreassen, O. A., Espeseth, T., Lundervold, A., Reinvang, I., Steen, V. M., Le Hellard, S., Mattingsdal, M., Ntalla, I., Bencko, V., Foretova, L., Janout, V., Navratilova, M., Gallinger, S., Pinto, D., Scherer, S. W., Aschauer, H., Carlberg, L., Schosser, A., Alfredsson, L., Ding, B., Klareskog, L., Padyukov, L., Finan, C., Kalsi, G., Roberts, M., Logan, D. W., Peltonen, Leena, Ritchie, G. R. S., Courtet, P., Guillame, S., Jaussent, I., Barrett, J. C., Estivill, X., Hinney, A., Bulik, C. M., Mcginnis, Ralph, Sambrook, Jennifer, Stephens, Jonathan, Ouwehand, Willem H, Mcardle, Wendy L, Ring, Susan M, Strachan, David P, Alexander, Graeme, Conlon, Peter J, Dominiczak, Anna, Duncanson, Audrey, Hill, Adrian, Langford, Cordelia, Lord, Graham, Maxwell, Alexander P, Morgan, Linda, Sandford, Richard N, Sheerin, Neil, Vannberg, Fredrik O, Blackburn, Hannah, Chen, Wei-Min, Edkins, Sarah, Gillman, Mathew, Gray, Emma, Hunt, Sarah E, Onengut-Gumuscu, Suna, Potter, Simon, Rich, Stephen S, Simpkin, Dougla, Whittaker, Pamela, Hebebrand, Johannes (Beitragende*r), Scherag, S (Beitragende*r), Hinney, Anke (Beitragende*r), Hjelt Institute (-2014), Department of Public Health, Institute for Molecular Medicine Finland, Research Programs Unit, Research Programme of Molecular Medicine, Biostatistics Helsinki, Complex Disease Genetics, Genomics of Neurological and Neuropsychiatric Disorders, Genetic Epidemiology, Sullivan, Patrick F [0000-0002-6619-873X], and Apollo - University of Cambridge Repository

Subjects
Anorexia Nervosa, Genotyping Techniques, DIVERSITY, Medizin, SNPne, Genome-wide association study, 0302 clinical medicine, Gene Frequency, Genetic Marker, Settore MED/14 - NEFROLOGIA, AIM, WTCCC3, Genetics (clinical), Oligonucleotide Array Sequence Analysis, Genetics, Genetics & Heredity, 0303 health sciences, education.field_of_study, Principal Component Analysis, ASSOCIATION, Single Nucleotide, 3142 Public health care science, environmental and occupational health, 3. Good health, Phylogeography, population stratification, AIMs, principal component analysis, SET, Human, Genetic Markers, population stratification, Population, Clinical Sciences, European Continental Ancestry Group, AIMs, Reproducibility of Result, Single-nucleotide polymorphism, Ancestry-informative marker, Biology, principal component analysi, Population stratification, population stratification, principal component analysis, Polymorphism, Single Nucleotide, Article, White People, 03 medical and health sciences, Genetic, Clinical Research, ddc:570, Humans, Polymorphism, education, Allele frequency, 030304 developmental biology, GCAN, Oligonucleotide Array Sequence Analysi, Human Genome, Reproducibility of Results, Minor allele frequency, Genetics, Population, Evolutionary biology, Sample Size, 3111 Biomedicine, Genotyping Technique, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract

The Wellcome Trust Case Control Consortium 3 anorexia nervosa genome-wide association scan includes 2907 cases from 15 different populations of European origin genotyped on the Illumina 670K chip. We compared methods for identifying population stratification, and suggest list of markers that may help to counter this problem. It is usual to identify population structure in such studies using only common variants with minor allele frequency (MAF) >5%; we find that this may result in highly informative SNPs being discarded, and suggest that instead all SNPs with MAF >1% may be used. We established informative axes of variation identified via principal component analysis and highlight important features of the genetic structure of diverse European-descent populations, some studied for the first time at this scale. Finally, we investigated the substructure within each of these 15 populations and identified SNPs that help capture hidden stratification. This work can provide information regarding the designing and interpretation of association results in the International Consortia.European Journal of Human Genetics advance online publication, 19 February 2014; doi:10.1038/ejhg.2014.1.

Published
2014

49. A genome-wide association study of anorexia nervosa

Author

Boraska, V. Franklin, C.S. Floyd, J.A.B. Thornton, L.M. Huckins, L.M. Southam, L. Rayner, N.W. Tachmazidou, I. Klump, K.L. Treasure, J. Lewis, C.M. Schmidt, U. Tozzi, F. Kiezebrink, K. Hebebrand, J. Gorwood, P. Adan, R.A.H. Kas, M.J.H. Favaro, A. Santonastaso, P. Fernández-Aranda, F. Gratacos, M. Rybakowski, F. Dmitrzak-Weglarz, M. Kaprio, J. Keski-Rahkonen, A. Raevuori, A. Van Furth, E.F. Slof-Op 't Landt, M.C.T. Hudson, J.I. Reichborn-Kjennerud, T. Knudsen, G.P.S. Monteleone, P. Kaplan, A.S. Karwautz, A. Hakonarson, H. Berrettini, W.H. Guo, Y. Li, D. Schork, N.J. Komaki, G. Ando, T. Inoko, H. Esko, T. Fischer, K. Männik, K. Metspalu, A. Baker, J.H. Cone, R.D. Dackor, J. DeSocio, J.E. Hilliard, C.E. O'Toole, J.K. Pantel, J. Szatkiewicz, J.P. Taico, C. Zerwas, S. Trace, S.E. Davis, O.S.P. Helder, S. Bühren, K. Burghardt, R. De Zwaan, M. Egberts, K. Ehrlich, S. Herpertz-Dahlmann, B. Herzog, W. Imgart, H. Scherag, A. Scherag, S. Zipfel, S. Boni, C. Ramoz, N. Versini, A. Brandys, M.K. Danner, U.N. De Kovel, C. Hendriks, J. Koeleman, B.P.C. Ophoff, R.A. Strengman, E. Van Elburg, A.A. Bruson, A. Clementi, M. Degortes, D. Forzan, M. Tenconi, E. Docampo, E. Escaramís, G. Jiménez-Murcia, S. Lissowska, J. Rajewski, A. Szeszenia-Dabrowska, N. Slopien, A. Hauser, J. Karhunen, L. Meulenbelt, I. Slagboom, P.E. Tortorella, A. Maj, M. Dedoussis, G. Dikeos, D. Gonidakis, F. Tziouvas, K. Tsitsika, A. Papezova, H. Slachtova, L. Martaskova, D. Kennedy, J.L. Levitan, R.D. Yilmaz, Z. Huemer, J. Koubek, D. Merl, E. Wagner, G. Lichtenstein, P. Breen, G. Cohen-Woods, S. Farmer, A. McGuffin, P. Cichon, S. Giegling, I. Herms, S. Rujescu, D. Schreiber, S. Wichmann, H.-E. Dina, C. Sladek, R. Gambaro, G. Soranzo, N. Julia, A. Marsal, S. Rabionet, R. Gaborieau, V. Dick, D.M. Palotie, A. Ripatti, S. Widén, E. Andreassen, O.A. Espeseth, T. Lundervold, A. Reinvang, I. Steen, V.M. Le Hellard, S. Mattingsdal, M. Ntalla, I. Bencko, V. Foretova, L. Janout, V. Navratilova, M. Gallinger, S. Pinto, D. Scherer, S.W. Aschauer, H. Carlberg, L. Schosser, A. Alfredsson, L. Ding, B. Klareskog, L. Padyukov, L. Courtet, P. Guillaume, S. Jaussent, I. Finan, C. Kalsi, G. Roberts, M. Logan, D.W. Peltonen, L. Ritchie, G.R.S. Barrett, J.C. Anderson, C.A. McGinnis, R. Zeggini, E. Sambrook, J. Stephens, J. Ouwehand, W.H. McArdle, W.L. Ring, S.M. Strachan, D.P. Alexander, G. Bulik, C.M. Collier, D.A. Conlon, P.J. Dominiczak, A. Duncanson, A. Hill, A. Langford, C. Lord, G. Maxwell, A.P. Morgan, L. Sandford, R.N. Sheerin, N. Vannberg, F.O. Blackburn, H. Chen, W.-M. Edkins, S. Gillman, M. Gray, E. Hunt, S.E. Onengut-Gumuscu, S. Potter, S. Rich, S.S. Simpkin, D. Whittaker, P. Estivill, X. Hinney, A. Sullivan, P.F. The Wellcome Trust Case Control Consortium 3

Abstract

Anorexia nervosa (AN) is a complex and heritable eating disorder characterized by dangerously low body weight. Neither candidate gene studies nor an initial genome-wide association study (GWAS) have yielded significant and replicated results. We performed a GWAS in 2907 cases with AN from 14 countries (15 sites) and 14 860 ancestrally matched controls as part of the Genetic Consortium for AN (GCAN) and the Wellcome Trust Case Control Consortium 3 (WTCCC3). Individual association analyses were conducted in each stratum and meta-analyzed across all 15 discovery data sets. Seventy-six (72 independent) single nucleotide polymorphisms were taken forward for in silico (two data sets) or de novo (13 data sets) replication genotyping in 2677 independent AN cases and 8629 European ancestry controls along with 458 AN cases and 421 controls from Japan. The final global meta-analysis across discovery and replication data sets comprised 5551 AN cases and 21 080 controls. AN subtype analyses (1606 AN restricting; 1445 AN binge-purge) were performed. No findings reached genome-wide significance. Two intronic variants were suggestively associated: rs9839776 (P = 3.01 × 10-7) in SOX2OT and rs17030795 (P = 5.84 × 10-6) in PPP3CA. Two additional signals were specific to Europeans: rs1523921 (P = 5.76 × 10-6) between CUL3 and FAM124B and rs1886797 (P = 8.05 × 10-6) near SPATA13. Comparing discovery with replication results, 76% of the effects were in the same direction, an observation highly unlikely to be due to chance (P = 4 × 10-6), strongly suggesting that true findings exist but our sample, the largest yet reported, was underpowered for their detection. The accrual of large genotyped AN case-control samples should be an immediate priority for the field. © 2014 Macmillan Publishers Limited All rights reserved.

Published
2014

50. Using ancestry-informative markers to identify fine structure across 15 populations of European origin

Author

Huckins, L.M. Boraska, V. Franklin, C.S. Floyd, J.A.B. Southam, L. Sullivan, P.F. Bulik, C.M. Collier, D.A. Tyler-Smith, C. Zeggini, E. Tachmazidou, I. Thornton, L.M. William Rayner, N. Klump, K.L. Treasure, J. Schmidt, U. Tozzi, F. Kiezebrink, K. Hebebrand, J. Gorwood, P. Adan, R.A.H. Kas, M.J.H. Favaro, A. Santonastaso, P. Fernández-Aranda, F. Gratacos, M. Rybakowski, F. Dmitrzak-Weglarz, M. Kaprio, J. Keski-Rahkonen, A. Raevuori, A. Van Furth, E.F. Slof-Op t Landt, M.C.T. Hudson, J.I. Reichborn-Kjennerud, T. Knudsen, G.P.S. Monteleone, P. Kaplan, A.S. Karwautz, A. Hakonarson, H. Berrettini, W.H. Guo, Y. Li, D. Schork, N.J. Komaki, G. Ando, T. Inoko, H. Esko, T. Fischer, K. Männik, K. Metspalu, A. Baker, J.H. Cone, R.D. Dackor, J. DeSocio, J.E. Hilliard, C.E. O'Toole, J.K. Pantel, J. Szatkiewicz, J.P. Taico, C. Zerwas, S. Trace, S.E. Davis, O.S.P. Helder, S. Bühren, K. Burghardt, R. de Zwaan, M. Egberts, K. Ehrlich, S. Herpertz-Dahlmann, B. Herzog, W. Imgart, H. Scherag, S. Zipfel, S. Boni, C. Ramoz, N. Versini, A. Brandys, M.K. Danner, U.N. de Kovel, C. Hendriks, J. Koeleman, B.P.C. Ophoff, R.A. Strengman, E. van Elburg, A.A. Bruson, A. Clementi, M. Degortes, D. Forzan, M. Tenconi, E. Docampo, E. Escaramís, G. Jiménez-Murcia, S. Lissowska, J. Rajewski, A. Szeszenia-Dabrowska, N. Slopien, A. Hauser, J. Karhunen, L. Meulenbelt, I. Slagboom, P.E. Tortorella, A. Maj, M. Dedoussis, G. Dikeos, D. Gonidakis, F. Tziouvas, K. Tsitsika, A. Papezova, H. Slachtova, L. Martaskova, D. Kennedy, J.L. Levitan, R.D. Yilmaz, Z. Huemer, J. Koubek, D. Merl, E. Wagner, G. Lichtenstein, P. Breen, G. Cohen-Woods, S. Farmer, A. McGuffin, P. Cichon, S. Giegling, I. Herms, S. Rujescu, D. Schreiber, S. Wichmann, H.-E. Dina, C. Sladek, R. Gambaro, G. Soranzo, N. Julia, A. Marsal, S. Rabionet, R. Gaborieau, V. Dick, D.M. Palotie, A. Ripatti, S. Widén, E. Andreassen, O.A. Espeseth, T. Lundervold, A. Reinvang, I. Steen, V.M. Le Hellard, S. Mattingsdal, M. Ntalla, I. Bencko, V. Foretova, L. Janout, V. Navratilova, M. Gallinger, S. Pinto, D. Scherer, S.W. Aschauer, H. Carlberg, L. Schosser, A. Alfredsson, L. Ding, B. Klareskog, L. Padyukov, L. Finan, C. Kalsi, G. Roberts, M. Logan, D.W. Peltonen, L. Ritchie, G.R.S. Courtet, P. Guillame, S. Jaussent, I. Barrett, J.C. Estivill, X. Hinney, A. Bulik, C.M. McGinnis, R. Sambrook, J. Stephens, J. Ouwehand, W.H. McArdle, W.L. Ring, S.M. Strachan, D.P. Alexander, G. Conlon, P.J. Dominiczak, A. Anderson, C.A. Hill, A. Langford, C. Lord, G. Maxwell, A.P. Morgan, L. Sandford, R.N. Sheerin, N. Vannberg, F.O. Blackburn, H. Chen, W.-M. Edkins, S. Gillman, M. Gray, E. Hunt, S.E. Onengut-Gumuscu, S. Potter, S. Rich, S.S. Simpkin, D. Whittaker, P.

Abstract

The Wellcome Trust Case Control Consortium 3 anorexia nervosa genome-wide association scan includes 2907 cases from 15 different populations of European origin genotyped on the Illumina 670K chip. We compared methods for identifying population stratification, and suggest list of markers that may help to counter this problem. It is usual to identify population structure in such studies using only common variants with minor allele frequency (MAF) >5%; we find that this may result in highly informative SNPs being discarded, and suggest that instead all SNPs with MAF >1% may be used. We established informative axes of variation identified via principal component analysis and highlight important features of the genetic structure of diverse European-descent populations, some studied for the first time at this scale. Finally, we investigated the substructure within each of these 15 populations and identified SNPs that help capture hidden stratification. This work can provide information regarding the designing and interpretation of association results in the International Consortia. © 2014 Macmillan Publishers Limited All rights reserved.

Published
2014

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