Genetic studies of major depressive disorder: why are there no genome-wide association study findings and what can we do about it?

作者: Douglas F. Levinson , Sara Mostafavi , Yuri Milaneschi , Margarita Rivera , Stephan Ripke

DOI: 10.1016/J.BIOPSYCH.2014.07.029

关键词: SchizophreniaMajor depressive disorderGenome-wide association studySingle-nucleotide polymorphismBiologyCopy-number variationBipolar disorderGeneticsSNPMood disorders

摘要: Over the past 5 years, genome-wide association study (GWAS) method has produced significant findings that are providing insights into biological pathways involved in disease susceptibility for both schizophrenia and bipolar disorder. Yet, we have no such major depressive disorder (MDD) (1)—the most common of these disorders, causing greatest disability world population. We were asked by editor this journal to comment on why progress been so difficult MDD how can do better. Consider, contrast, remarkable GWAS results achieved (2). First, some background: arrays assay single nucleotide polymorphisms (SNPs) copy number variants (CNVs). (Strong associations observed between rare CNVs but not mood with larger analyses latter now underway. Thus, considered further here.) Common SNPs variations at one nucleic acid position 5% or more chromosomes a population—a frequency achieved, over thousands generations, typically neutral respect survival small effects serious disease. 250,000 1,000,000 tag capture diseases traits, because each genotyped SNP is strongly correlated many nearby SNPs. The statistical power identify depends effect size sample size. Figure 1 illustrates relationship cases studied (plus adequate control subjects) independent several disorders traits. (By independent, mean region set intercorrelated counted only once.) For schizophrenia, multiple datasets

参考文章(11)
Mirko Manchia, Jeffrey Cullis, Gustavo Turecki, Guy A. Rouleau, Rudolf Uher, Martin Alda, The Impact of Phenotypic and Genetic Heterogeneity on Results of Genome Wide Association Studies of Complex Diseases PLOS ONE. ,vol. 8, pp. 76295- ,(2013) , 10.1371/JOURNAL.PONE.0076295
Bernie Devlin, John R Kelsoe, Pamela Sklar, Mark J Daly, Michael C O'Donovan, Nicholas Craddock, Patrick F Sullivan, Jordan W Smoller, Kenneth S Kendler, Naomi R Wray, None, Genetic relationship between five psychiatric disorders estimated from genome-wide SNPs Nature Genetics. ,vol. 45, pp. 984- 994 ,(2013) , 10.1038/NG.2711
Naomi R Wray, Sang Hong Lee, Kenneth S Kendler, Impact of diagnostic misclassification on estimation of genetic correlations using genome-wide genotypes. European Journal of Human Genetics. ,vol. 20, pp. 668- 674 ,(2012) , 10.1038/EJHG.2011.257
International Schizophrenia Consortium Manuscript preparation Purcell Shaun M. shaun@ pngu. mgh. harvard. edu 1 2 b Wray Naomi R. 5 Stone Jennifer L. 1 2 3 4 Visscher Peter M. 5 O'Donovan Michael C. 6 Sullivan Patrick F. 7 Sklar Pamela 1 2 3 4, Polygene analyses subgroup Wray Naomi R. 5 Macgregor Stuart 5 Sklar Pamela sklar@ chgr. mgh. harvard. edu 1 2 3 4 d Sullivan Patrick F. 7 O’Donovan Michael C. 6 Visscher Peter M. 5, Hugh Gurling, Douglas HR Blackwood, Aiden Corvin, Nick J Craddock, Michael Gill, Christina M Hultman, George K Kirov, Paul Lichtenstein, Andrew McQuillin, Walter J Muir, Michael C O'Donovan, Michael J Owen, Carlos N Pato, Shaun M Purcell, Edward M Scolnick, David St Clair, Jennifer L Stone, Patrick F Sullivan, Pamela Sklar, Michael C O'Donovan, George K Kirov, Nick J Craddock, Peter A Holmans, Nigel M Williams, Lyudmila Georgieva, Ivan Nikolov, Nadine Norton, H Williams, Draga Toncheva, Vihra Milanova, Michael J Owen, Christina M Hultman, Paul Lichtenstein, Emma F Thelander, Patrick Sullivan, Derek W Morris, Colm T O'Dushlaine, Elaine Kenny, Emma M Quinn, Michael Gill, Aiden Corvin, Andrew McQuillin, Khalid Choudhury, Susmita Datta, Jonathan Pimm, Srinivasa Thirumalai, Vinay Puri, Robert Krasucki, Jacob Lawrence, Digby Quested, Nicholas Bass, Hugh Gurling, Caroline Crombie, Gillian Fraser, Soh Leh Kuan, Nicholas Walker, David St Clair, Douglas HR Blackwood, Walter J Muir, Kevin A McGhee, Ben Pickard, Pat Malloy, Alan W Maclean, Margaret Van Beck, Naomi R Wray, Stuart Macgregor, Peter M Visscher, Michele T Pato, Helena Medeiros, Frank Middleton, Celia Carvalho, Christopher Morley, Ayman Fanous, David Conti, James A Knowles, Carlos Paz Ferreira, Antonio Macedo, M Helena Azevedo, Carlos N Pato, Jennifer L Stone, Douglas M Ruderfer, Andrew N Kirby, Manuel AR Ferreira, Mark J Daly, Shaun M Purcell, Pamela Sklar, Shaun M Purcell, Jennifer L Stone, Kimberly Chambert, Douglas M Ruderfer, Finny Kuruvilla, Stacey B Gabriel, Kristin Ardlie, Jennifer L Moran, Mark J Daly, Edward M Scolnick, Pamela Sklar, Common polygenic variation contributes to risk of schizophrenia and bipolar disorder Nature. ,vol. 460, pp. 748- 752 ,(2009) , 10.1038/NATURE08185
Christos Pantelis, George N Papadimitriou, Sergi Papiol, Elena Parkhomenko, Michele T Pato, Tiina Paunio, Milica Pejovic-Milovancevic, Diana O Perkins, Olli Pietiläinen, Jonathan Pimm, Andrew J Pocklington, John Powell, Alkes Price, Ann E Pulver, Shaun M Purcell, Digby Quested, Henrik B Rasmussen, Abraham Reichenberg, Mark A Reimers, Alexander L Richards, Joshua L Roffman, Panos Roussos, Douglas M Ruderfer, Veikko Salomaa, Alan R Sanders, Ulrich Schall, Christian R Schubert, Thomas G Schulze, Sibylle G Schwab, Edward M Scolnick, Rodney J Scott, Larry J Seidman, Jianxin Shi, Engilbert Sigurdsson, Teimuraz Silagadze, Jeremy M Silverman, Kang Sim, Petr Slominsky, Jordan W Smoller, Hon-Cheong So, ChrisC A Spencer, Eli A Stahl, Hreinn Stefansson, Stacy Steinberg, Elisabeth Stogmann, Richard E Straub, Eric Strengman, Jana Strohmaier, T Scott Stroup, Mythily Subramaniam, Jaana Suvisaari, Dragan M Svrakic, Jin P Szatkiewicz, Erik Söderman, Srinivas Thirumalai, Draga Toncheva, Sarah Tosato, Juha Veijola, John Waddington, Dermot Walsh, Dai Wang, Qiang Wang, Bradley T Webb, Mark Weiser, Dieter B Wildenauer, Nigel M Williams, Stephanie Williams, Stephanie H Witt, Aaron R Wolen, Emily HM Wong, Brandon K Wormley, Hualin Simon Xi, Clement C Zai, Xuebin Zheng, Fritz Zimprich, Naomi R Wray, Kari Stefansson, Peter M Visscher, Wellcome Trust Case-Control Consortium, Rolf Adolfsson, Ole A Andreassen, Douglas HR Blackwood, Elvira Bramon, Joseph D Buxbaum, Anders D Børglum, Sven Cichon, Ariel Darvasi, Enrico Domenici, Hannelore Ehrenreich, Tõnu Esko, Pablo V Gejman, Michael Gill, Hugh Gurling, Christina M Hultman, Nakao Iwata, Assen V Jablensky, Erik G Jönsson, Kenneth S Kendler, George Kirov, Jo Knight, Todd Lencz, Douglas F Levinson, Qingqin S Li, Jianjun Liu, Anil K Malhotra, Steven A McCarroll, Andrew McQuillin, Jennifer L Moran, Preben B Mortensen, Bryan J Mowry, Markus M Nöthen, Roel A Ophoff, Michael J Owen, Aarno Palotie, Carlos N Pato, Tracey L Petryshen, Danielle Posthuma, Marcella Rietschel, Brien P Riley, Dan Rujescu, Pak C Sham, Pamela Sklar, David St Clair, Daniel R Weinberger, Jens R Wendland, Thomas Werge, Mark J Daly, Patrick F Sullivan, Michael C O’Donovan, None, Biological insights from 108 schizophrenia-associated genetic loci Nature. ,vol. 511, pp. 421- 427 ,(2014) , 10.1038/NATURE13595
Orestis A. Panagiotou, Cristen J. Willer, Joel N. Hirschhorn, John P.A. Ioannidis, The Power of Meta-Analysis in Genome-Wide Association Studies Annual Review of Genomics and Human Genetics. ,vol. 14, pp. 441- 465 ,(2013) , 10.1146/ANNUREV-GENOM-091212-153520
Kenneth S. Kendler, Carol A. Prescott, John Myers, Michael C. Neale, The Structure of Genetic and Environmental Risk Factors for Common Psychiatric and Substance Use Disorders in Men and Women Archives of General Psychiatry. ,vol. 60, pp. 929- 937 ,(2003) , 10.1001/ARCHPSYC.60.9.929
Jian Yang, Beben Benyamin, Brian P McEvoy, Scott Gordon, Anjali K Henders, Dale R Nyholt, Pamela A Madden, Andrew C Heath, Nicholas G Martin, Grant W Montgomery, Michael E Goddard, Peter M Visscher, Common SNPs explain a large proportion of the heritability for human height Nature Genetics. ,vol. 42, pp. 565- 569 ,(2010) , 10.1038/NG.608
Ruud Van Winkel, Vaughan J. Carr, Andrew McIntosh, Derek W. Morris, Douglas H.R. Blackwood, Chris C.A. Spencer, Sibylle G. Schwab, Sibylle G. Schwab, Pat Malloy, Durk Wiersma, Hreinn Stefansson, Donald W. Black, Sven Cichon, Jonathan Pimm, Farooq Amin, Farooq Amin, Paul Cormican, Claudine Laurent, Alan R. Sanders, Rodney J. Scott, Lyudmila Georgieva, Richard Bruggeman, Annette M. Hartmann, Susmita Datta, Mirella Ruggeri, Thomas G. Schulze, Thomas G. Schulze, Hywel J. Williams, Sally Timm, David M. Hougaard, Douglas F. Levinson, F. Anthony O'Neill, Peter M. Visscher, Jianxin Shi, Patrick F. Sullivan, Patrick F. Sullivan, Preben B. Mortensen, Christina M. Hultman, David A. Collier, Jubao Duan, Michele T. Pato, Linh Duong, Johan H. Thygesen, Engilbert Sigurdsson, C. Robert Cloninger, Brion S. Maher, Ivan Nikolov, Alan W. MacLean, Robert Freedman, Matthew A. Brown, Mark Hansen, Jouko Lönnqvist, Kung Yee Liang, Frans A. Henskens, Gesche Jürgens, Inez Myin-Germeys, Jacob Lawrence, Ann E. Pulver, Peter Donnelly, René S. Kahn, Marc De Hert, Vinay Puri, Roel A. Ophoff, Roel A. Ophoff, Pierandrea Muglia, Margot Albus, Michael C. O'Donovan, Ina Giegling, Andrew McQuillin, Yunjung Kim, Khalid Choudhury, Sarah Dwyer, Mark J. Daly, Madeline Alexander, Thomas Hansen, Jeremy M. Silverman, Jeremy M. Silverman, Elaine Kenny, Michael J. Owen, Ben Pickard, Michael Gill, Wiepke Cahn, George K. Kirov, Richard L. Amdur, Richard L. Amdur, Heike Konnerth, István Bitter, Anders D. Børglum, Duncan E. McLean, Klaus D. Jakobsen, Nicholas Bass, Jeffrey A. Lieberman, Leena Peltonen, Leena Peltonen, Ayman Fanous, Ayman Fanous, Ayman Fanous, Henrik B. Rasmussen, T. Scott Stroup, Amy Strange, Carlos N. Pato, Marion Friedl, Colm T. O'Dushlaine, Don H. Linszen, August G. Wang, Anil K. Malhotra, Anil K. Malhotra, David St. Clair, Jacques Mallet, Merete Nordentoft, Anders Fink-Jensen, Todd Lencz, Todd Lencz, Edwin Van Den Oord, Frank Dudbridge, Lizzy Rossin, Kenneth S. Kendler, Nelson B. Freimer, Jaana Suvisaari, Pamela Sklar, Pamela Sklar, Christos Pantelis, Vihra Milanova, Hugh Gurling, Digby Quested, Ole Mors, Aiden Corvin, Edward Scolnick, Brandon Wormley, Pablo V. Gejman, Draga Toncheva, Marian Hamshere, Kari Stefansson, Srdjan Djurovic, Torben F. Ørntoft, Peter A. Holmans, Lydia Krabbendam, Bettina Konte, Robert Ribble, Gunter Kenis, Rita M. Cantor, Morten Mattingsdal, Nancy G. Buccola, Ann Olincy, Manuel Mattheisen, Kevin A. McGhee, Patricia T. Michie, János M. Réthelyi, Carmel M. Loughland, Patrick A. Danoy, Jan Veldink, Danielle Posthuma, Stephan Ripke, Nadine Norton, Stanley V. Catts, Bryan J. Mowry, Hannes Petursson, Srinivasa Thirumalai, Marcella Rietschel, Marcella Rietschel, Birte Glenthøj, Assen V. Jablensky, Dan Rujescu, Andrés Ingason, F. Bernard Lerer, Benjamin M. Neale, Ditte Demontis, Valentina Moskvina, Ulrich Schall, Paul Lichtenstein, Markus M. Nöthen, Dieter B. Wildenauer, Deborah A. Nertney, Nicholas Craddock, Gerald Nestadt, William F. Byerley, George Papadimitriou, Robert Krasucki, Ingrid Melle, Virginia K. Lasseter, Gary Donohoe, Vera Golimbet, Thomas Werge, Dimitris Dikeos, Ingrid Agartz, Shaun Purcell, Douglas M. Ruderfer, Stan Zammit, Olli P.H. Pietiläinen, Wolfgang Maier, Lars Terenius, Eric Strengman, Emma M. Quinn, Dan Yu Lin, Erik G. Jönsson, Line Olsen, Nigel M. Williams, Sarah Tosato, John J. McGrath, Jim Van Os, Matthew C. Keller, Dermot Walsh, Lieuwe De Haan, Sarah E. Bergen, Jimmi Nielsen, Maurice Jay, Ole A. Andreassen, Stacy Steinberg, Brien P. Riley, Stephanie Godard, Ruud Van Winkel, Genome-wide association study identifies five new schizophrenia loci Nature Genetics. ,vol. 43, pp. 969- 976 ,(2011) , 10.1038/NG.940