Home LiteratureArticle Details
PMID: 22777127 Published · epublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Review

Genetic architectures of psychiatric disorders: the emerging picture and its implications.

Nature reviews. Genetics ·Vol. 13 ·No. 8 ·2012-07-10 ·Pages 537-51

Sullivan PF, Daly MJ, O'Donovan M

Abstract

Psychiatric disorders are among the most intractable enigmas in medicine. In the past 5 years, there has been unprecedented progress on the genetics of many of these conditions. In this Review, we discuss the genetics of nine cardinal psychiatric disorders (namely, Alzheimer's disease, attention-deficit hyperactivity disorder, alcohol dependence, anorexia nervosa, autism spectrum disorder, bipolar disorder, major depressive disorder, nicotine dependence and schizophrenia). Empirical approaches have yielded new hypotheses about aetiology and now provide data on the often debated genetic architectures of these conditions, which have implications for future research strategies. Further study using a balanced portfolio of methods to assess multiple forms of genetic variation is likely to yield many additional new findings.

MeSH Terms
Alcoholism/genetics Alzheimer Disease/genetics Anorexia Nervosa/genetics Attention Deficit Disorder with Hyperactivity/genetics Bipolar Disorder/genetics Child Child Development Disorders, Pervasive/genetics Depressive Disorder, Major/genetics Humans Mental Disorders/genetics Models, Genetic Schizophrenia/genetics Tobacco Use Disorder/genetics
Authors & Affiliations
3 authors, click to expand affiliations / ORCID
Sullivan Patrick F
Departments of Genetics and Psychiatry, CB# 7264, 5097 Genomic Medicine, University of North Carolina at Chapel Hill, North Carolina 27599-27264, USA. [email protected]
Daly Mark J
O'Donovan Michael
References (197)
197 references, click to expand
  1. Life stress, 5-HTTLPR and mental disorder: findings from a 30-year longitudinal study.
    Br J Psychiatry. 2011 Feb;198(2):129-35 PMID: 21282783
  2. Duplications of the neuropeptide receptor gene VIPR2 confer significant risk for schizophrenia.
    Nature. 2011 Mar 24;471(7339):499-503 PMID: 21346763
  3. Sporadic autism exomes reveal a highly interconnected protein network of de novo mutations.
    Nature. 2012 Apr 04;485(7397):246-50 PMID: 22495309
  4. Rare chromosomal deletions and duplications increase risk of schizophrenia.
    Nature. 2008 Sep 11;455(7210):237-41 PMID: 18668038
  5. Five years of GWAS discovery.
    Am J Hum Genet. 2012 Jan 13;90(1):7-24 PMID: 22243964
  6. Common variants at MS4A4/MS4A6E, CD2AP, CD33 and EPHA1 are associated with late-onset Alzheimer's disease.
    Nat Genet. 2011 May;43(5):436-41 PMID: 21460841
  7. A mega-analysis of genome-wide association studies for major depressive disorder.
    Mol Psychiatry. 2013 Apr;18(4):497-511 PMID: 22472876
  8. Patterns and rates of exonic de novo mutations in autism spectrum disorders.
    Nature. 2012 Apr 04;485(7397):242-5 PMID: 22495311
  9. Gene X environment interactions at the serotonin transporter locus.
    Biol Psychiatry. 2009 Feb 1;65(3):211-9 PMID: 18691701
  10. The moderation by the serotonin transporter gene of environmental adversity in the etiology of depression: 2009 update.
    Mol Psychiatry. 2010 Jan;15(1):18-22 PMID: 20029411
  11. Missing heritability and strategies for finding the underlying causes of complex disease.
    Nat Rev Genet. 2010 Jun;11(6):446-50 PMID: 20479774
  12. Mendelian Inheritance in Man and its online version, OMIM.
    Am J Hum Genet. 2007 Apr;80(4):588-604 PMID: 17357067
  13. Common variants conferring risk of schizophrenia.
    Nature. 2009 Aug 6;460(7256):744-7 PMID: 19571808
  14. Prioritizing GWAS results: A review of statistical methods and recommendations for their application.
    Am J Hum Genet. 2010 Jan;86(1):6-22 PMID: 20074509
  15. Analysis of genetic deletions and duplications in the University College London bipolar disorder case control sample.
    Eur J Hum Genet. 2011 May;19(5):588-92 PMID: 21206513
  16. Genome-wide association analysis of copy number variation in recurrent depressive disorder.
    Mol Psychiatry. 2013 Feb;18(2):183-9 PMID: 22042228
  17. Meta-analysis of genome-wide association studies of attention-deficit/hyperactivity disorder.
    J Am Acad Child Adolesc Psychiatry. 2010 Sep;49(9):884-97 PMID: 20732625
  18. Interaction between the serotonin transporter gene (5-HTTLPR), stressful life events, and risk of depression: a meta-analysis.
    JAMA. 2009 Jun 17;301(23):2462-71 PMID: 19531786
  19. A genome-wide association study of autism reveals a common novel risk locus at 5p14.1.
    Ann Hum Genet. 2009 May;73(Pt 3):263-73 PMID: 19456320
  20. Massively parallel sequencing and rare disease.
    Hum Mol Genet. 2010 Oct 15;19(R2):R119-24 PMID: 20846941
  21. High frequencies of de novo CNVs in bipolar disorder and schizophrenia.
    Neuron. 2011 Dec 22;72(6):951-63 PMID: 22196331
  22. Genome-wide association study identifies genetic variation in neurocan as a susceptibility factor for bipolar disorder.
    Am J Hum Genet. 2011 Mar 11;88(3):372-81 PMID: 21353194
  23. Genome-wide association studies identify genetic loci related to alcohol consumption in Korean men.
    Am J Clin Nutr. 2011 Apr;93(4):809-16 PMID: 21270382
  24. Association between the burden of disease and research funding by the Medical Research Council of Canada and the National Institutes of Health. A cross-sectional study.
    Clin Invest Med. 2001 Apr;24(2):83-9 PMID: 11368150
  25. Common variants at VRK2 and TCF4 conferring risk of schizophrenia.
    Hum Mol Genet. 2011 Oct 15;20(20):4076-81 PMID: 21791550
  26. Habenular α5 nicotinic receptor subunit signalling controls nicotine intake.
    Nature. 2011 Mar 31;471(7340):597-601 PMID: 21278726
  27. Don't give up on GWAS.
    Mol Psychiatry. 2012 Jan;17(1):2-3 PMID: 21826059
  28. Large-scale genome-wide association analysis of bipolar disorder identifies a new susceptibility locus near ODZ4.
    Nat Genet. 2011 Sep 18;43(10):977-83 PMID: 21926972
  29. Multiple recurrent de novo CNVs, including duplications of the 7q11.23 Williams syndrome region, are strongly associated with autism.
    Neuron. 2011 Jun 9;70(5):863-85 PMID: 21658581
  30. Genomewide association studies--illuminating biologic pathways.
    N Engl J Med. 2009 Apr 23;360(17):1699-701 PMID: 19369661
  31. Chromosome 1p21.3 microdeletions comprising DPYD and MIR137 are associated with intellectual disability.
    J Med Genet. 2011 Dec;48(12):810-8 PMID: 22003227
  32. Bayesian inference analyses of the polygenic architecture of rheumatoid arthritis.
    Nat Genet. 2012 Mar 25;44(5):483-9 PMID: 22446960
  33. A map of human genome variation from population-scale sequencing.
    Nature. 2010 Oct 28;467(7319):1061-73 PMID: 20981092
  34. Genomewide association analysis of symptoms of alcohol dependence in the molecular genetics of schizophrenia (MGS2) control sample.
    Alcohol Clin Exp Res. 2011 May;35(5):963-75 PMID: 21314694
  35. Exome sequencing reveals an unexpected genetic cause of disease: NOTCH3 mutation in a Turkish family with Alzheimer's disease.
    Neurobiol Aging. 2012 May;33(5):1008.e17-23 PMID: 22153900
  36. Strategies for pathway analysis from GWAS data.
    Curr Protoc Hum Genet. 2011 Oct;Chapter 1:Unit1.20 PMID: 21975938
  37. Replication of lung cancer susceptibility loci at chromosomes 15q25, 5p15, and 6p21: a pooled analysis from the International Lung Cancer Consortium.
    J Natl Cancer Inst. 2010 Jul 7;102(13):959-71 PMID: 20548021
  38. The bipolar disorder risk allele at CACNA1C also confers risk of recurrent major depression and of schizophrenia.
    Mol Psychiatry. 2010 Oct;15(10):1016-22 PMID: 19621016
  39. Initial impact of the sequencing of the human genome.
    Nature. 2011 Feb 10;470(7333):187-97 PMID: 21307931
  40. A heterogeneity-based genome search meta-analysis for autism-spectrum disorders.
    Mol Psychiatry. 2006 Jan;11(1):29-36 PMID: 16189507
  41. Synthetic associations created by rare variants do not explain most GWAS results.
    PLoS Biol. 2011 Jan 18;9(1):e1000579 PMID: 21267061
  42. Common variants at ABCA7, MS4A6A/MS4A4E, EPHA1, CD33 and CD2AP are associated with Alzheimer's disease.
    Nat Genet. 2011 May;43(5):429-35 PMID: 21460840
  43. Genome-wide association study identifies variants at CLU and PICALM associated with Alzheimer's disease.
    Nat Genet. 2009 Oct;41(10):1088-93 PMID: 19734902
  44. Meta-analysis of genome-wide association studies.
    Cold Spring Harb Protoc. 2010 Jun;2010(6):pdb.top81 PMID: 20516189
  45. Network medicine: a network-based approach to human disease.
    Nat Rev Genet. 2011 Jan;12(1):56-68 PMID: 21164525
  46. Confirmation of ALDH2 as a Major locus of drinking behavior and of its variants regulating multiple metabolic phenotypes in a Japanese population.
    Circ J. 2011;75(4):911-8 PMID: 21372407
  47. Estimation of the multiple testing burden for genomewide association studies of nearly all common variants.
    Genet Epidemiol. 2008 May;32(4):381-5 PMID: 18348202
  48. Association analyses of 249,796 individuals reveal 18 new loci associated with body mass index.
    Nat Genet. 2010 Nov;42(11):937-48 PMID: 20935630
  49. Consistent association of type 2 diabetes risk variants found in europeans in diverse racial and ethnic groups.
    PLoS Genet. 2010 Aug 26;6(8): PMID: 20865176
  50. Grand challenges in global mental health.
    Nature. 2011 Jul 06;475(7354):27-30 PMID: 21734685
  51. Singleton deletions throughout the genome increase risk of bipolar disorder.
    Mol Psychiatry. 2009 Apr;14(4):376-80 PMID: 19114987
  52. Comparing apples and oranges: equating the power of case-control and quantitative trait association studies.
    Genet Epidemiol. 2010 Apr;34(3):254-7 PMID: 19918758
  53. CNVs: harbingers of a rare variant revolution in psychiatric genetics.
    Cell. 2012 Mar 16;148(6):1223-41 PMID: 22424231
  54. Chromosomal abnormalities and schizophrenia.
    Am J Med Genet. 2000 Spring;97(1):45-51 PMID: 10813803
  55. Potential etiologic and functional implications of genome-wide association loci for human diseases and traits.
    Proc Natl Acad Sci U S A. 2009 Jun 9;106(23):9362-7 PMID: 19474294
  56. INRICH: interval-based enrichment analysis for genome-wide association studies.
    Bioinformatics. 2012 Jul 1;28(13):1797-9 PMID: 22513993
  57. Copy number variants in schizophrenia: confirmation of five previous findings and new evidence for 3q29 microdeletions and VIPR2 duplications.
    Am J Psychiatry. 2011 Mar;168(3):302-16 PMID: 21285140
  58. Exome sequencing supports a de novo mutational paradigm for schizophrenia.
    Nat Genet. 2011 Aug 07;43(9):864-8 PMID: 21822266
  59. Genome-wide association study identifies five new schizophrenia loci.
    Nat Genet. 2011 Sep 18;43(10):969-76 PMID: 21926974
  60. KEGG for integration and interpretation of large-scale molecular data sets.
    Nucleic Acids Res. 2012 Jan;40(Database issue):D109-14 PMID: 22080510
  61. Puzzling over schizophrenia: schizophrenia as a pathway disease.
    Nat Med. 2012 Feb 06;18(2):210-1 PMID: 22310687
  62. Recurrent rearrangements of chromosome 1q21.1 and variable pediatric phenotypes.
    N Engl J Med. 2008 Oct 16;359(16):1685-99 PMID: 18784092
  63. Influence of life stress on depression: moderation by a polymorphism in the 5-HTT gene.
    Science. 2003 Jul 18;301(5631):386-9 PMID: 12869766
  64. PANTHER version 7: improved phylogenetic trees, orthologs and collaboration with the Gene Ontology Consortium.
    Nucleic Acids Res. 2010 Jan;38(Database issue):D204-10 PMID: 20015972
  65. Meta-analysis of genome-wide association data identifies a risk locus for major mood disorders on 3p21.1.
    Nat Genet. 2010 Feb;42(2):128-31 PMID: 20081856
  66. To what extent is health and medical research funding associated with the burden of disease in Australia?
    Aust N Z J Public Health. 2004 Feb;28(1):80-6 PMID: 15108752
  67. Whole-genome association study of bipolar disorder.
    Mol Psychiatry. 2008 Jun;13(6):558-69 PMID: 18317468
  68. Genome-wide association studies establish that human intelligence is highly heritable and polygenic.
    Mol Psychiatry. 2011 Oct;16(10):996-1005 PMID: 21826061
  69. Combined analysis from eleven linkage studies of bipolar disorder provides strong evidence of susceptibility loci on chromosomes 6q and 8q.
    Am J Hum Genet. 2005 Oct;77(4):582-95 PMID: 16175504
  70. Genetic evidence implicates the immune system and cholesterol metabolism in the aetiology of Alzheimer's disease.
    PLoS One. 2010 Nov 15;5(11):e13950 PMID: 21085570
  71. Replication of association of 3p21.1 with susceptibility to bipolar disorder but not major depression.
    Nat Genet. 2011 Jan;43(1):3-5; author reply 5 PMID: 21217634
  72. Rare structural variants disrupt multiple genes in neurodevelopmental pathways in schizophrenia.
    Science. 2008 Apr 25;320(5875):539-43 PMID: 18369103
  73. A quantitative-trait genome-wide association study of alcoholism risk in the community: findings and implications.
    Biol Psychiatry. 2011 Sep 15;70(6):513-8 PMID: 21529783
  74. Prediction and prevention of psychosis in youth at clinical high risk.
    Annu Rev Clin Psychol. 2012;8:269-89 PMID: 22224837
  75. Synthetic associations in the context of genome-wide association scan signals.
    Hum Mol Genet. 2010 Oct 15;19(R2):R137-44 PMID: 20805105
  76. Genome-wide significant association between alcohol dependence and a variant in the ADH gene cluster.
    Addict Biol. 2012 Jan;17(1):171-80 PMID: 22004471
  77. Validation of schizophrenia-associated genes CSMD1, C10orf26, CACNA1C and TCF4 as miR-137 targets.
    Mol Psychiatry. 2013 Jan;18(1):11-2 PMID: 22182936
  78. The serotonin transporter promoter variant (5-HTTLPR), stress, and depression meta-analysis revisited: evidence of genetic moderation.
    Arch Gen Psychiatry. 2011 May;68(5):444-54 PMID: 21199959
  79. Meta-analysis of 32 genome-wide linkage studies of schizophrenia.
    Mol Psychiatry. 2009 Aug;14(8):774-85 PMID: 19349958
  80. XLMR genes: update 2007.
    Eur J Hum Genet. 2008 Apr;16(4):422-34 PMID: 18197188
  81. Strong association of de novo copy number mutations with sporadic schizophrenia.
    Nat Genet. 2008 Jul;40(7):880-5 PMID: 18511947
  82. Structural variation of chromosomes in autism spectrum disorder.
    Am J Hum Genet. 2008 Feb;82(2):477-88 PMID: 18252227
  83. Functional gene group analysis reveals a role of synaptic heterotrimeric G proteins in cognitive ability.
    Am J Hum Genet. 2010 Feb 12;86(2):113-25 PMID: 20060087
  84. Genome-wide association study identifies novel breast cancer susceptibility loci.
    Nature. 2007 Jun 28;447(7148):1087-93 PMID: 17529967
  85. Rare chromosomal deletions and duplications in attention-deficit hyperactivity disorder: a genome-wide analysis.
    Lancet. 2010 Oct 23;376(9750):1401-8 PMID: 20888040
  86. Proteins encoded in genomic regions associated with immune-mediated disease physically interact and suggest underlying biology.
    PLoS Genet. 2011 Jan 13;7(1):e1001273 PMID: 21249183
  87. Common variants on 8p12 and 1q24.2 confer risk of schizophrenia.
    Nat Genet. 2011 Oct 30;43(12):1224-7 PMID: 22037555
  88. Recurrent reciprocal 1q21.1 deletions and duplications associated with microcephaly or macrocephaly and developmental and behavioral abnormalities.
    Nat Genet. 2008 Dec;40(12):1466-71 PMID: 19029900
  89. ADH1B is associated with alcohol dependence and alcohol consumption in populations of European and African ancestry.
    Mol Psychiatry. 2012 Apr;17(4):445-50 PMID: 21968928
  90. Narrowing the boundaries of the genetic architecture of schizophrenia.
    Schizophr Bull. 2010 Jan;36(1):14-23 PMID: 19996148
  91. A high-resolution map of human evolutionary constraint using 29 mammals.
    Nature. 2011 Oct 12;478(7370):476-82 PMID: 21993624
  92. Suggestion of roles for both common and rare risk variants in genome-wide studies of schizophrenia.
    Arch Gen Psychiatry. 2010 Jul;67(7):667-73 PMID: 20603448
  93. Effectiveness of food fortification in the United States: the case of pellagra.
    Am J Public Health. 2000 May;90(5):727-38 PMID: 10800421
  94. A genome-wide linkage and association scan reveals novel loci for autism.
    Nature. 2009 Oct 8;461(7265):802-8 PMID: 19812673
  95. Schizophrenia as a complex trait: evidence from a meta-analysis of twin studies.
    Arch Gen Psychiatry. 2003 Dec;60(12):1187-92 PMID: 14662550
  96. Common genetic determinants of schizophrenia and bipolar disorder in Swedish families: a population-based study.
    Lancet. 2009 Jan 17;373(9659):234-9 PMID: 19150704
  97. Mirror extreme BMI phenotypes associated with gene dosage at the chromosome 16p11.2 locus.
    Nature. 2011 Aug 31;478(7367):97-102 PMID: 21881559
  98. Population analysis of large copy number variants and hotspots of human genetic disease.
    Am J Hum Genet. 2009 Feb;84(2):148-61 PMID: 19166990
  99. MicroRNA miR-137 regulates neuronal maturation by targeting ubiquitin ligase mind bomb-1.
    Stem Cells. 2010 Jun;28(6):1060-70 PMID: 20506192
  100. Cross talk between microRNA and epigenetic regulation in adult neurogenesis.
    J Cell Biol. 2010 Apr 5;189(1):127-41 PMID: 20368621
  101. Transcriptomic analysis of autistic brain reveals convergent molecular pathology.
    Nature. 2011 May 25;474(7351):380-4 PMID: 21614001
  102. Synthetic associations are unlikely to account for many common disease genome-wide association signals.
    PLoS Biol. 2011 Jan 18;9(1):e1000580 PMID: 21267062
  103. How to use an article about genetic association: A: Background concepts.
    JAMA. 2009 Jan 7;301(1):74-81 PMID: 19126812
  104. The burden of mental disorders.
    Epidemiol Rev. 2008;30:1-14 PMID: 18806255
  105. Genome-wide meta-analyses identify multiple loci associated with smoking behavior.
    Nat Genet. 2010 May;42(5):441-7 PMID: 20418890
  106. Investigating the contribution of common genetic variants to the risk and pathogenesis of ADHD.
    Am J Psychiatry. 2012 Feb;169(2):186-94 PMID: 22420046
  107. Exome sequencing and the genetic basis of complex traits.
    Nat Genet. 2012 May 29;44(6):623-30 PMID: 22641211
  108. Functional impact of global rare copy number variation in autism spectrum disorders.
    Nature. 2010 Jul 15;466(7304):368-72 PMID: 20531469
  109. Genome-wide association study of alcohol dependence implicates a region on chromosome 11.
    Alcohol Clin Exp Res. 2010 May;34(5):840-52 PMID: 20201924
  110. Genome-wide association and genetic functional studies identify autism susceptibility candidate 2 gene (AUTS2) in the regulation of alcohol consumption.
    Proc Natl Acad Sci U S A. 2011 Apr 26;108(17):7119-24 PMID: 21471458
  111. Alzheimer's disease genetics: lessons to improve disease modelling.
    Biochem Soc Trans. 2011 Aug;39(4):910-6 PMID: 21787322
  112. Genetics of early onset cognitive impairment.
    Annu Rev Genomics Hum Genet. 2010;11:161-87 PMID: 20822471
  113. Molecular and comparative genetics of mental retardation.
    Genetics. 2004 Feb;166(2):835-81 PMID: 15020472
  114. Duplication of amyloid precursor protein (APP), but not prion protein (PRNP) gene is a significant cause of early onset dementia in a large UK series.
    Neurobiol Aging. 2012 Feb;33(2):426.e13-21 PMID: 21193246
  115. Genomic analysis of mental illness: a changing landscape.
    JAMA. 2010 Jun 23;303(24):2523-4 PMID: 20571020
  116. Accurately assessing the risk of schizophrenia conferred by rare copy-number variation affecting genes with brain function.
    PLoS Genet. 2010 Sep 09;6(9):e1001097 PMID: 20838587
  117. A copy number variation morbidity map of developmental delay.
    Nat Genet. 2011 Aug 14;43(9):838-46 PMID: 21841781
  118. The psychiatric GWAS consortium: big science comes to psychiatry.
    Neuron. 2010 Oct 21;68(2):182-6 PMID: 20955924
  119. Genome-wide analysis of genetic loci associated with Alzheimer disease.
    JAMA. 2010 May 12;303(18):1832-40 PMID: 20460622
  120. Mortality rates in patients with anorexia nervosa and other eating disorders. A meta-analysis of 36 studies.
    Arch Gen Psychiatry. 2011 Jul;68(7):724-31 PMID: 21727255
  121. Identification of novel autism candidate regions through analysis of reported cytogenetic abnormalities associated with autism.
    Mol Psychiatry. 2006 Jan;11(1):1, 18-28 PMID: 16205736
  122. Genome-wide association studies: a primer.
    Psychol Med. 2010 Jul;40(7):1063-77 PMID: 19895722
  123. A genome-wide association study on common SNPs and rare CNVs in anorexia nervosa.
    Mol Psychiatry. 2011 Sep;16(9):949-59 PMID: 21079607
  124. Rare copy number variants: a point of rarity in genetic risk for bipolar disorder and schizophrenia.
    Arch Gen Psychiatry. 2010 Apr;67(4):318-27 PMID: 20368508
  125. Multiple independent loci at chromosome 15q25.1 affect smoking quantity: a meta-analysis and comparison with lung cancer and COPD.
    PLoS Genet. 2010 Aug 05;6(8): PMID: 20700436
  126. The relation between funding by the National Institutes of Health and the burden of disease.
    N Engl J Med. 1999 Jun 17;340(24):1881-7 PMID: 10369852
  127. NIH disease funding levels and burden of disease.
    PLoS One. 2011 Feb 24;6(2):e16837 PMID: 21383981
  128. Disruption of the neurexin 1 gene is associated with schizophrenia.
    Hum Mol Genet. 2009 Mar 1;18(5):988-96 PMID: 18945720
  129. Thirty years of Alzheimer's disease genetics: the implications of systematic meta-analyses.
    Nat Rev Neurosci. 2008 Oct;9(10):768-78 PMID: 18802446
  130. Twelve type 2 diabetes susceptibility loci identified through large-scale association analysis.
    Nat Genet. 2010 Jul;42(7):579-89 PMID: 20581827
  131. De novo CNV analysis implicates specific abnormalities of postsynaptic signalling complexes in the pathogenesis of schizophrenia.
    Mol Psychiatry. 2012 Feb;17(2):142-53 PMID: 22083728
  132. Association between microdeletion and microduplication at 16p11.2 and autism.
    N Engl J Med. 2008 Feb 14;358(7):667-75 PMID: 18184952
  133. MicroRNA-137 targets microphthalmia-associated transcription factor in melanoma cell lines.
    Cancer Res. 2008 Mar 1;68(5):1362-8 PMID: 18316599
  134. Common polygenic variation contributes to risk of schizophrenia and bipolar disorder.
    Nature. 2009 Aug 6;460(7256):748-52 PMID: 19571811
  135. Common genetic variants on 5p14.1 associate with autism spectrum disorders.
    Nature. 2009 May 28;459(7246):528-33 PMID: 19404256
  136. Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls.
    Nature. 2007 Jun 7;447(7145):661-78 PMID: 17554300
  137. The economic burden of schizophrenia in the United States in 2002.
    J Clin Psychiatry. 2005 Sep;66(9):1122-9 PMID: 16187769
  138. Common variants on chromosome 6p22.1 are associated with schizophrenia.
    Nature. 2009 Aug 6;460(7256):753-7 PMID: 19571809
  139. Guilt beyond a reasonable doubt.
    Nat Genet. 2007 Jul;39(7):813-5 PMID: 17597768
  140. A systematic survey of loss-of-function variants in human protein-coding genes.
    Science. 2012 Feb 17;335(6070):823-8 PMID: 22344438
  141. Neurogranin enhances synaptic strength through its interaction with calmodulin.
    EMBO J. 2009 Oct 7;28(19):3027-39 PMID: 19713936
  142. Sequence variants at CHRNB3-CHRNA6 and CYP2A6 affect smoking behavior.
    Nat Genet. 2010 May;42(5):448-53 PMID: 20418888
  143. A genome-wide scan for common alleles affecting risk for autism.
    Hum Mol Genet. 2010 Oct 15;19(20):4072-82 PMID: 20663923
  144. Ten years of pathway analysis: current approaches and outstanding challenges.
    PLoS Comput Biol. 2012;8(2):e1002375 PMID: 22383865
  145. Practical aspects of imputation-driven meta-analysis of genome-wide association studies.
    Hum Mol Genet. 2008 Oct 15;17(R2):R122-8 PMID: 18852200
  146. APP locus duplication causes autosomal dominant early-onset Alzheimer disease with cerebral amyloid angiopathy.
    Nat Genet. 2006 Jan;38(1):24-6 PMID: 16369530
  147. Hundreds of variants clustered in genomic loci and biological pathways affect human height.
    Nature. 2010 Oct 14;467(7317):832-8 PMID: 20881960
  148. A variant associated with nicotine dependence, lung cancer and peripheral arterial disease.
    Nature. 2008 Apr 3;452(7187):638-642 PMID: 18385739
  149. Gene ontology analysis of GWA study data sets provides insights into the biology of bipolar disorder.
    Am J Hum Genet. 2009 Jul;85(1):13-24 PMID: 19539887
  150. Genome-wide association studies for complex traits: consensus, uncertainty and challenges.
    Nat Rev Genet. 2008 May;9(5):356-69 PMID: 18398418
  151. Association between genetic variation in a region on chromosome 11 and schizophrenia in large samples from Europe.
    Mol Psychiatry. 2012 Sep;17(9):906-17 PMID: 21747397
  152. Functional links between Aβ toxicity, endocytic trafficking, and Alzheimer's disease risk factors in yeast.
    Science. 2011 Dec 2;334(6060):1241-5 PMID: 22033521
  153. Apolipoprotein E: high-avidity binding to beta-amyloid and increased frequency of type 4 allele in late-onset familial Alzheimer disease.
    Proc Natl Acad Sci U S A. 1993 Mar 1;90(5):1977-81 PMID: 8446617
  154. A family-based study of common polygenic variation and risk of schizophrenia.
    Mol Psychiatry. 2011 Sep;16(9):887-8 PMID: 21483432
  155. A genome-wide association study of alcohol dependence.
    Proc Natl Acad Sci U S A. 2010 Mar 16;107(11):5082-7 PMID: 20202923
  156. Meta-analysis of three genome-wide association studies identifies susceptibility loci for colorectal cancer at 1q41, 3q26.2, 12q13.13 and 20q13.33.
    Nat Genet. 2010 Nov;42(11):973-7 PMID: 20972440
  157. Recurrent reciprocal 16p11.2 rearrangements associated with global developmental delay, behavioural problems, dysmorphism, epilepsy, and abnormal head size.
    J Med Genet. 2010 May;47(5):332-41 PMID: 19914906
  158. G2Cdb: the Genes to Cognition database.
    Nucleic Acids Res. 2009 Jan;37(Database issue):D846-51 PMID: 18984621
  159. Is pharma running out of brainy ideas?
    Science. 2010 Jul 30;329(5991):502-4 PMID: 20671165
  160. Identification of loci associated with schizophrenia by genome-wide association and follow-up.
    Nat Genet. 2008 Sep;40(9):1053-5 PMID: 18677311
  161. Genome-wide meta-analysis increases to 71 the number of confirmed Crohn's disease susceptibility loci.
    Nat Genet. 2010 Dec;42(12):1118-25 PMID: 21102463
  162. Penetrance for copy number variants associated with schizophrenia.
    Hum Mol Genet. 2010 Sep 1;19(17):3477-81 PMID: 20587603
  163. A framework for interpreting genome-wide association studies of psychiatric disorders.
    Mol Psychiatry. 2009 Jan;14(1):10-7 PMID: 19002139
  164. Etiological heterogeneity in autism spectrum disorders: more than 100 genetic and genomic disorders and still counting.
    Brain Res. 2011 Mar 22;1380:42-77 PMID: 21129364
  165. Large recurrent microdeletions associated with schizophrenia.
    Nature. 2008 Sep 11;455(7210):232-6 PMID: 18668039
  166. High frequency of potentially pathogenic SORL1 mutations in autosomal dominant early-onset Alzheimer disease.
    Mol Psychiatry. 2012 Sep;17(9):875-9 PMID: 22472873
  167. Increased exonic de novo mutation rate in individuals with schizophrenia.
    Nat Genet. 2011 Jul 10;43(9):860-3 PMID: 21743468
  168. Estimating the proportion of variation in susceptibility to schizophrenia captured by common SNPs.
    Nat Genet. 2012 Feb 19;44(3):247-50 PMID: 22344220
  169. Hypothesis-driven candidate genes for schizophrenia compared to genome-wide association results.
    Psychol Med. 2012 Mar;42(3):607-16 PMID: 21854684
  170. Mapping autism risk loci using genetic linkage and chromosomal rearrangements.
    Nat Genet. 2007 Mar;39(3):319-28 PMID: 17322880
  171. Genome-wide survey implicates the influence of copy number variants (CNVs) in the development of early-onset bipolar disorder.
    Mol Psychiatry. 2012 Apr;17(4):421-32 PMID: 21358712
  172. Genome-wide copy number variation in epilepsy: novel susceptibility loci in idiopathic generalized and focal epilepsies.
    PLoS Genet. 2010 May 20;6(5):e1000962 PMID: 20502679
  173. Genome-wide association study identifies a susceptibility locus for schizophrenia in Han Chinese at 11p11.2.
    Nat Genet. 2011 Oct 30;43(12):1228-31 PMID: 22037552
  174. Uncovering the roles of rare variants in common disease through whole-genome sequencing.
    Nat Rev Genet. 2010 Jun;11(6):415-25 PMID: 20479773
  175. Meta-analysis and imputation refines the association of 15q25 with smoking quantity.
    Nat Genet. 2010 May;42(5):436-40 PMID: 20418889
  176. Recurrent 16p11.2 microdeletions in autism.
    Hum Mol Genet. 2008 Feb 15;17(4):628-38 PMID: 18156158
  177. Genome structural variation discovery and genotyping.
    Nat Rev Genet. 2011 May;12(5):363-76 PMID: 21358748
  178. Genetics of autism: complex aetiology for a heterogeneous disorder.
    Nat Rev Genet. 2001 Dec;2(12):943-55 PMID: 11733747
  179. Rare variants create synthetic genome-wide associations.
    PLoS Biol. 2010 Jan 26;8(1):e1000294 PMID: 20126254
  180. Fine mapping of ZNF804A and genome-wide significant evidence for its involvement in schizophrenia and bipolar disorder.
    Mol Psychiatry. 2011 Apr;16(4):429-41 PMID: 20368704
  181. Identifying relationships among genomic disease regions: predicting genes at pathogenic SNP associations and rare deletions.
    PLoS Genet. 2009 Jun;5(6):e1000534 PMID: 19557189
  182. Replicating genotype-phenotype associations.
    Nature. 2007 Jun 7;447(7145):655-60 PMID: 17554299
  183. Deletion 17q12 is a recurrent copy number variant that confers high risk of autism and schizophrenia.
    Am J Hum Genet. 2010 Nov 12;87(5):618-30 PMID: 21055719
  184. Common SNPs explain a large proportion of the heritability for human height.
    Nat Genet. 2010 Jul;42(7):565-9 PMID: 20562875
  185. Trait-associated SNPs are more likely to be eQTLs: annotation to enhance discovery from GWAS.
    PLoS Genet. 2010 Apr 01;6(4):e1000888 PMID: 20369019
  186. Genome-wide association study identifies variants at CLU and CR1 associated with Alzheimer's disease.
    Nat Genet. 2009 Oct;41(10):1094-9 PMID: 19734903
  187. De novo mutations revealed by whole-exome sequencing are strongly associated with autism.
    Nature. 2012 Apr 04;485(7397):237-41 PMID: 22495306
  188. Schizophrenia genetics: where next?
    Schizophr Bull. 2011 May;37(3):456-63 PMID: 21505112
  189. Strong association of de novo copy number mutations with autism.
    Science. 2007 Apr 20;316(5823):445-9 PMID: 17363630
  190. The effects of attention-deficit/hyperactivity disorder on employment and household income.
    MedGenMed. 2006 Jul 18;8(3):12 PMID: 17406154
  191. Genome-wide analysis of copy number variants in attention deficit hyperactivity disorder: the role of rare variants and duplications at 15q13.3.
    Am J Psychiatry. 2012 Feb;169(2):195-204 PMID: 22420048
  192. Meta-analysis of genome-wide linkage scans of attention deficit hyperactivity disorder.
    Am J Med Genet B Neuropsychiatr Genet. 2008 Dec 5;147B(8):1392-8 PMID: 18988193
  193. Alzheimer risk associated with a copy number variation in the complement receptor 1 increasing C3b/C4b binding sites.
    Mol Psychiatry. 2012 Feb;17(2):223-33 PMID: 21403675
  194. Genomewide association studies: history, rationale, and prospects for psychiatric disorders.
    Am J Psychiatry. 2009 May;166(5):540-56 PMID: 19339359
  195. The Gene Ontology: enhancements for 2011.
    Nucleic Acids Res. 2012 Jan;40(Database issue):D559-64 PMID: 22102568
  196. Collaborative genome-wide association analysis supports a role for ANK3 and CACNA1C in bipolar disorder.
    Nat Genet. 2008 Sep;40(9):1056-8 PMID: 18711365
  197. Genome-wide association study identifies five new breast cancer susceptibility loci.
    Nat Genet. 2010 Jun;42(6):504-7 PMID: 20453838
Article Info
Journal
Nature reviews. Genetics
Abbr.
Nat Rev Genet
ISSN
1471-0064
Published
2012-07-10
Epub
2012-00-10
Pages
537-51
Language
English
Region
England
NLM ID
100962779
PMCID
PMC4110909
Subset
IM
Grants
NIMH NIH HHS · MH077139 · United States
NIMH NIH HHS · U01 MH085520 · United States
Medical Research Council · G0801418 · United Kingdom
NIMH NIH HHS · R01 MH077139 · United States
NIMH NIH HHS · MH085520 · United States
Medical Research Council · G0800509 · United Kingdom
Wellcome Trust · United Kingdom
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]