Largest genome-wide association study for PTSD identifies genetic risk loci in European and African ancestries and implicates novel biological pathways

Post-traumatic stress disorder (PTSD) is a common and debilitating disorder. The risk of PTSD following trauma is heritable, but robust common variants have yet to be identified by genome-wide association studies (GWAS). We have collected a multi-ethnic cohort including over 30,000 PTSD cases and 170,000 controls. We first demonstrate significant genetic correlations across 60 PTSD cohorts to evaluate the comparability of these phenotypically heterogeneous studies. In this largest GWAS meta-analysis of PTSD to date we identify a total of 6 genome-wide significant loci, 4 in European and 2 in African-ancestry analyses. Follow-up analyses incorporated local ancestry and sex-specific effects, and functional studies. Along with other novel genes, a non-coding RNA (ncRNA) and a Parkinson’s Disease gene, PARK2, were associated with PTSD. Consistent with previous reports, SNP-based heritability estimates for PTSD range between 10-20%. Despite a significant shared liability between PTSD and major depressive disorder, we show evidence that some of our loci may be specific to PTSD. These results demonstrate the role of genetic variation contributing to the biology of differential risk for PTSD and the necessity of expanding GWAS beyond European ancestry.

Christopher R. Erbes | Melissa A. Polusny | Dan J Stein | Martin H. Teicher | Elizabeth A. Bolger | C. P. Morris | Elizabeth G. Atkinson | Alicia R. Martin | M. Daly | O. Andreassen | T. Werge | L. Bierut | J. Rice | Hongyu Zhao | A. Dale | R. Kessler | J. Calabrese | C. Nievergelt | B. Neale | G. Breen | B. Bradley | K. Ressler | B. Rothbaum | S. Galea | Yunpeng Wang | W. Thompson | C. Marmar | Chia-Yen Chen | J. Smoller | N. Martin | S. Sponheim | M. Stein | D. Williamson | J. Flory | I. Liberzon | L. Zoellner | L. Farrer | M. Hauser | D. Mehta | S. Seedat | A. Ashley-Koch | R. Yehuda | W. Milberg | R. Ursano | K. Domschke | A. Heath | W. Kremen | M. Panizzon | M. Lyons | C. Franz | O. Mors | R. Pietrzak | P. Mortensen | A. Børglum | M. Nordentoft | D. Hougaard | Michelle A. Williams | L. Duncan | S. Ripke | R. Young | N. Saccone | J. Gelernter | D. Silove | A. Amstadter | G. Guffanti | E. Trapido | M. Boks | C. Wolf | J. Luykx | T. Jovanović | S. Norman | M. Miller | R. Morey | E. Nelson | S. Gordon | A. King | M. Dennis | J. Beckham | J. Bybjerg-Grauholm | M. Bækvad-Hansen | H. Kranzler | A. Aiello | D. Baker | R. Bryant | S. Dalvie | M. Garrett | M. Logue | N. Kimbrel | E. Geuze | J. Deckert | K. Young | C. Vinkers | E. Peters | A. Rung | M. Jett | P. Roy-Byrne | J. Coleman | I. Jones | M. O'Donnell | D. Forbes | D. Delahanty | M. Kaufman | A. McFarlane | B. Rutten | E. Wolf | K. McLaughlin | Matthew Peverill | E. Vermetten | C. Erbes | P. Arbisi | M. Polusny | E. Atkinson | N. Daskalakis | R. Hammamieh | N. Koen | B. Lawford | Eric O. Johnson | M. Jakovljevič | D. Babic | J. Maples-Keller | J. Caldas-de-Almeida | K. Ruggiero | A. Peterson | B. Gelaye | E. Bolger | J. Bisson | K. Koenen | S. Mclean | S. Linnstaedt | A. Ratanatharathorn | M. Uddin | Alicia K. Smith | A. Bustamante | H. Orcutt | M. Mavissakalian | D. Maurer | R. McGlinchey | V. Risbrough | T. Klengel | Karen-Inge Karstoft | S. Andersen | L. Almli | A. Lori | Allison Provost | S. Sanchez | Seth G. Disner | N. Solovieff | N. Feeny | C. Lewis | A. Maihofer | Karmel W. Choi | M. Haas | Supriya Harnal | Katy Torres | S. Austin | A. Junglen | Alaptagin Khan | L. Lebois | A. Roberts | A. Rothbaum | A. Seligowski | C. Sheerin | M. Hooff | S. Winternitz | D. Schijven | J. Seng | S. Mcleay | J. Sumner | L. V. D. Heuvel | J. Voisey | Michelle F. Dennis | X. Qin | S. Hemmings | E. Avdibegović | M. Brashear | A. Dzubur-Kulenovic | A. Evans | C. Gillespie | A. Uka | B. Lugonja | Zhewu Wang | J. Wolff | Alex O. Rothbaum | S. Disner | M. Williams | Mark W. Miller | N. Martin | S. Gordon | Christina M. Sheerin | N. Martin | Alexandra Evans | N. Martin | Marie Bækvad-Hansen | N. Martin | Catrin E Lewis | R. Young | Charles F. Gillespie | Michelle A Williams | M. Stein

[1]  E. Beurs,et al.  [The PTSD Checklist for DSM-5 (PCL-5): comparing responsivity with the Outcome Questionnaire (OQ-45) and practical utility]. , 2020, Tijdschrift voor psychiatrie.

[2]  Bryce Hruska,et al.  Improving our understanding of the relationship between emotional abuse and substance use disorders: the mediating roles of negative urgency and posttraumatic stress disorder , 2019, Substance use & misuse.

[3]  R. Kessler,et al.  Estimating the risk of PTSD in recent trauma survivors: results of the International Consortium to Predict PTSD (ICPP) , 2019, World psychiatry : official journal of the World Psychiatric Association.

[4]  John P. Rice,et al.  A putative causal relationship between genetically determined female body shape and posttraumatic stress disorder , 2017, Genome Medicine.

[5]  C. Nievergelt,et al.  Problematic alcohol use associates with sodium channel and clathrin linker 1 (SCLT1) in trauma‐exposed populations , 2018, Addiction biology.

[6]  Jonathan P. Beauchamp,et al.  Gene discovery and polygenic prediction from a genome-wide association study of educational attainment in 1.1 million individuals , 2018, Nature Genetics.

[7]  D. Mataix-Cols,et al.  Association of Stress-Related Disorders With Subsequent Autoimmune Disease , 2018, JAMA.

[8]  O. Wolkowitz,et al.  Metabolism, Metabolomics, and Inflammation in Posttraumatic Stress Disorder , 2018, Biological Psychiatry.

[9]  Ning Sun,et al.  159. GWAS of PTSD Re-experiencing Symptoms in the VA Million Veteran Program , 2018, Biological Psychiatry.

[10]  C. Sudlow,et al.  Mental health in UK Biobank: development, implementation and results from an online questionnaire completed by 157 366 participants – CORRIGENDUM , 2018, BJPsych Open.

[11]  Ann John,et al.  Mental health in UK Biobank: development, implementation and results from an online questionnaire completed by 157 366 participants , 2018, BJPsych Open.

[12]  Martin H. Teicher,et al.  Differential effects of childhood neglect and abuse during sensitive exposure periods on male and female hippocampus , 2018, NeuroImage.

[13]  Jakob Grove,et al.  Common schizophrenia alleles are enriched in mutation-intolerant genes and in regions under strong background selection , 2018, Nature Genetics.

[14]  Warren W. Kretzschmar,et al.  Genome-wide association analyses identify 44 risk variants and refine the genetic architecture of major depression , 2017, Nature Genetics.

[15]  A. Amstadter,et al.  A classical twin study of PTSD symptoms and resilience: Evidence for a single spectrum of vulnerability to traumatic stress , 2018, Depression and anxiety.

[16]  Ateka A. Contractor,et al.  The structure of co-occurring PTSD and depression symptoms in a cohort of Marines pre- and post-deployment , 2018, Psychiatry Research.

[17]  E. Rimm,et al.  Posttraumatic stress disorder onset and inflammatory and endothelial function biomarkers in women , 2017, Brain, Behavior, and Immunity.

[18]  John P. Rice,et al.  Genomic dissection of bipolar disorder and schizophrenia including 28 subphenotypes 1 2 Primary , 2018 .

[19]  M. Daly,et al.  The iPSYCH2012 case–cohort sample: new directions for unravelling genetic and environmental architectures of severe mental disorders , 2017, Molecular Psychiatry.

[20]  Dan J Stein,et al.  Largest GWAS of PTSD (N=20 070) yields genetic overlap with schizophrenia and sex differences in heritability , 2017, Molecular Psychiatry.

[21]  Nick C Fox,et al.  Analysis of shared heritability in common disorders of the brain , 2018, Science.

[22]  S. Horvath,et al.  Shared molecular neuropathology across major psychiatric disorders parallels polygenic overlap , 2016, Science.

[23]  Gerome Breen,et al.  Psychiatric Genomics: An Update and an Agenda , 2017, bioRxiv.

[24]  M. Glymour,et al.  Cross-Sectional and Longitudinal Associations of Chronic Posttraumatic Stress Disorder With Inflammatory and Endothelial Function Markers in Women , 2017, Biological Psychiatry.

[25]  O. Wolkowitz,et al.  Increased circulating blood cell counts in combat-related PTSD: Associations with inflammation and PTSD severity , 2017, Psychiatry Research.

[26]  T. Vahlberg,et al.  Striatal dopamine in Parkinson disease: A meta‐analysis of imaging studies , 2017, Annals of neurology.

[27]  Erdogan Taskesen,et al.  Functional mapping and annotation of genetic associations with FUMA , 2017, Nature Communications.

[28]  Zhewu Wang,et al.  Posttraumatic Stress Disorder: An Immunological Disorder? , 2017, Front. Psychiatry.

[29]  C. P. Morris,et al.  Genomewide DNA methylation analysis in combat veterans reveals a novel locus for PTSD , 2017, Acta psychiatrica Scandinavica.

[30]  Joung-Hun Kim,et al.  Amygdala Circuits for Fear Memory: A Key Role for Dopamine Regulation , 2017, The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry.

[31]  Shun-Chiao Chang,et al.  Association of Trauma and Posttraumatic Stress Disorder With Incident Systemic Lupus Erythematosus in a Longitudinal Cohort of Women , 2017, Arthritis & rheumatology.

[32]  Stephanie A. Bien,et al.  Genetic Diversity Turns a New PAGE in Our Understanding of Complex Traits , 2017 .

[33]  J. Thomson,et al.  Induced Pluripotent Stem Cell-Derived Dopaminergic Neurons from Adult Common Marmoset Fibroblasts. , 2017, Stem cells and development.

[34]  Gad Abraham,et al.  FlashPCA2: principal component analysis of biobank-scale genotype datasets , 2016, bioRxiv.

[35]  Jakob Grove,et al.  Genome-wide association study identifies 30 Loci Associated with Bipolar Disorder , 2017, bioRxiv.

[36]  Cheng-Ta Li,et al.  Post-traumatic Stress Disorder and Risk of Parkinson Disease: A Nationwide Longitudinal Study. , 2017, The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.

[37]  Frank J. Farach,et al.  Repeated trauma exposure does not impair distress reduction during imaginal exposure for posttraumatic stress disorder , 2017, Depression and anxiety.

[38]  Robert M. Maier,et al.  Causal associations between risk factors and common diseases inferred from GWAS summary data , 2017, Nature Communications.

[39]  P. Donnelly,et al.  Genome-wide genetic data on ~500,000 UK Biobank participants , 2017, bioRxiv.

[40]  Francis J. Doyle,et al.  Whole-genome DNA methylation status associated with clinical PTSD measures of OIF/OEF veterans , 2017, Translational Psychiatry.

[41]  M. Stein,et al.  A randomized controlled trial of ganaxolone in posttraumatic stress disorder , 2017, Psychopharmacology.

[42]  E. Trapido,et al.  The Women and Their Children’s Health (WaTCH) study: methods and design of a prospective cohort study in Louisiana to examine the health effects from the BP oil spill , 2017, BMJ Open.

[43]  Jakob Grove,et al.  Discovery of the first genome-wide significant risk loci for ADHD , 2017, bioRxiv.

[44]  Zhongming Zhao,et al.  Genome‐wide association study of HIV‐associated neurocognitive disorder (HAND): A CHARTER group study , 2017, American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics.

[45]  Karen-Inge Karstoft,et al.  Assessing PTSD in the military: Validation of a scale distributed to Danish soldiers after deployment since 1998. , 2017, Scandinavian journal of psychology.

[46]  S. Sponheim,et al.  Predictors of Postdeployment Functioning in Combat-Exposed U.S. Military Veterans , 2017 .

[47]  M. Medina-Mora,et al.  Validity of the posttraumatic stress disorders (PTSD) checklist in pregnant women , 2017, BMC Psychiatry.

[48]  K. Ressler,et al.  Genetic approaches for the study of PTSD: Advances and challenges , 2017, Neuroscience Letters.

[49]  Cisca Wijmenga,et al.  The MHC locus and genetic susceptibility to autoimmune and infectious diseases , 2017, Genome Biology.

[50]  Kyoko Ohashi,et al.  Childhood maltreatment is associated with alteration in global network fiber-tract architecture independent of history of depression and anxiety , 2017, NeuroImage.

[51]  Christopher R. Gignoux,et al.  Human demographic history impacts genetic risk prediction across diverse populations , 2016, bioRxiv.

[52]  M. Hotopf,et al.  Mental Health in UK Biobank – implementation and results of an online questionnaire in 157,366 participants , 2017 .

[53]  A. McFarlane Post‐traumatic stress disorder is a systemic illness, not a mental disorder: is Cartesian dualism dead? , 2017, The Medical journal of Australia.

[54]  L. Zoellner,et al.  Anger and guilt in treatment for chronic posttraumatic stress disorder. , 2017, Journal of behavior therapy and experimental psychiatry.

[55]  L. Zoellner,et al.  Homework "Dose," Type, and Helpfulness as Predictors of Clinical Outcomes in Prolonged Exposure for PTSD. , 2017, Behavior therapy.

[56]  L. Zoellner,et al.  Is Trauma Memory Special? Trauma Narrative Fragmentation in PTSD , 2017, Clinical psychological science : a journal of the Association for Psychological Science.

[57]  He Gao,et al.  Genome-wide association analysis identifies novel blood pressure loci and offers biological insights into cardiovascular risk , 2017, Nature Genetics.

[58]  Andrew P Morris,et al.  Guidance for the utility of linear models in meta-analysis of genetic association studies of binary phenotypes , 2016, European Journal of Human Genetics.

[59]  Doug Speed,et al.  Re-evaluation of SNP heritability in complex human traits , 2016, Nature Genetics.

[60]  S. Bouix,et al.  White matter abnormalities in mild traumatic brain injury with and without post-traumatic stress disorder: a subject-specific diffusion tensor imaging study , 2017, Brain Imaging and Behavior.

[61]  L. Zoellner,et al.  Post-traumatic stress disorder and depression co-occurrence: Structural relations among disorder constructs and trait and symptom dimensions. , 2016, Psychology and psychotherapy.

[62]  S. Fullerton,et al.  Genomics is failing on diversity , 2016, Nature.

[63]  M. Glymour,et al.  Post-traumatic stress disorder and cardiometabolic disease: improving causal inference to inform practice , 2016, Psychological Medicine.

[64]  Daniel J. Taylor,et al.  Prevalence, Correlates, and Predictors of Insomnia in the US Army prior to Deployment. , 2016, Sleep.

[65]  D. Jacobowitz,et al.  “Soldier's Heart”: A Genetic Basis for Elevated Cardiovascular Disease Risk Associated with Post-traumatic Stress Disorder , 2016, Front. Mol. Neurosci..

[66]  J. Ginsberg,et al.  Dysregulated immune system networks in war veterans with PTSD is an outcome of altered miRNA expression and DNA methylation , 2016, Scientific Reports.

[67]  J. Stamler,et al.  S-Palmitoylation of a Novel Site in the β2-Adrenergic Receptor Associated with a Novel Intracellular Itinerary* , 2016, The Journal of Biological Chemistry.

[68]  S. Southwick,et al.  FKBP5 polymorphisms, childhood abuse, and PTSD symptoms: Results from the National Health and Resilience in Veterans Study , 2016, Psychoneuroendocrinology.

[69]  Albert Rizzo,et al.  Baseline psychophysiological and cortisol reactivity as a predictor of PTSD treatment outcome in virtual reality exposure therapy. , 2016, Behaviour research and therapy.

[70]  R. Kessler,et al.  Genome-wide Association Studies of Posttraumatic Stress Disorder in 2 Cohorts of US Army Soldiers. , 2016, JAMA psychiatry.

[71]  K. Domschke,et al.  Molecular Mechanisms of Posttraumatic Stress Disorder (PTSD) as a Basis for Individualized and Personalized Therapy: Rationale, Design and Methods of the South Eastern Europe (SEE)-PTSD study. , 2016, Psychiatria Danubina.

[72]  Eun Yong Kang,et al.  ForestPMPlot: A Flexible Tool for Visualizing Heterogeneity Between Studies in Meta-analysis , 2016, G3: Genes, Genomes, Genetics.

[73]  Tom R. Gaunt,et al.  LD Hub: a centralized database and web interface to perform LD score regression that maximizes the potential of summary level GWAS data for SNP heritability and genetic correlation analysis , 2016, bioRxiv.

[74]  M. Paulus,et al.  Randomized Placebo-Controlled Trial of Methylphenidate or Galantamine for Persistent Emotional and Cognitive Symptoms Associated with PTSD and/or Traumatic Brain Injury , 2016, Neuropsychopharmacology.

[75]  E. Karlson,et al.  Post‐Traumatic Stress Disorder and Risk for Incident Rheumatoid Arthritis , 2016, Arthritis care & research.

[76]  M. Vink,et al.  Predicting Treatment Outcome in PTSD: A Longitudinal Functional MRI Study on Trauma-Unrelated Emotional Processing , 2016, Neuropsychopharmacology.

[77]  R. Gallop,et al.  Changes in temporal attention inhibition following prolonged exposure and sertraline in the treatment of PTSD. , 2016, Journal of consulting and clinical psychology.

[78]  L. Zoellner,et al.  The effects of prolonged exposure and sertraline on emotion regulation in individuals with posttraumatic stress disorder. , 2016, Behaviour research and therapy.

[79]  Giulio Genovese,et al.  Schizophrenia risk from complex variation of complement component 4 , 2016, Nature.

[80]  Nicholas G. Martin,et al.  The variance shared across forms of childhood trauma is strongly associated with liability for psychiatric and substance use disorders , 2016, Brain and behavior.

[81]  D. Salat,et al.  SKA2 Methylation is associated with Decreased Prefrontal Cortical Thickness and Greater PTSD Severity among Trauma-Exposed Veterans , 2015, Molecular Psychiatry.

[82]  Jonathon R. Howlett,et al.  Prevention of Trauma and Stressor-Related Disorders: A Review , 2016, Neuropsychopharmacology.

[83]  Tracy K. Witte,et al.  The Posttraumatic Stress Disorder Checklist for DSM-5 (PCL-5): Development and Initial Psychometric Evaluation. , 2015, Journal of traumatic stress.

[84]  Ives Cavalcante Passos,et al.  Inflammatory markers in post-traumatic stress disorder: a systematic review, meta-analysis, and meta-regression. , 2015, The lancet. Psychiatry.

[85]  Dan J Stein,et al.  The epidemiology of traumatic event exposure worldwide: results from the World Mental Health Survey Consortium , 2015, Psychological Medicine.

[86]  Dan J Stein,et al.  Large Scale Genetic Research on Neuropsychiatric Disorders in African Populations is Needed , 2015, EBioMedicine.

[87]  Gabor T. Marth,et al.  A global reference for human genetic variation , 2015, Nature.

[88]  M. Hauser,et al.  Genome-wide association study of posttraumatic stress disorder in a cohort of Iraq-Afghanistan era veterans. , 2015, Journal of affective disorders.

[89]  Tom R. Gaunt,et al.  The UK10K project identifies rare variants in health and disease , 2016 .

[90]  H. Resnick,et al.  Trauma Assessment for Adults , 2015 .

[91]  R. Mayeux,et al.  Genetic Modifiers of Age at Onset in Carriers of the G206A Mutation in PSEN1 With Familial Alzheimer Disease Among Caribbean Hispanics. , 2015, JAMA neurology.

[92]  Dan J Stein,et al.  Investigating the psychosocial determinants of child health in Africa: The Drakenstein Child Health Study , 2015, Journal of Neuroscience Methods.

[93]  L. Zoellner,et al.  An Investigation of Depression, Trauma History, and Symptom Severity in Individuals Enrolled in a Treatment Trial for Chronic PTSD. , 2015, Journal of clinical psychology.

[94]  Maximizing the utility of a single site randomized controlled psychotherapy trial. , 2015, Contemporary clinical trials.

[95]  Martin H. Teicher,et al.  Childhood Maltreatment, Depression, and Suicidal Ideation: Critical Importance of Parental and Peer Emotional Abuse during Developmental Sensitive Periods in Males and Females , 2015, Front. Psychiatry.

[96]  S. Sponheim,et al.  Personality and neuroimaging measures differentiate PTSD from mTBI in veterans , 2015, Brain Imaging and Behavior.

[97]  S. Sponheim,et al.  White matter abnormalities associated with military PTSD in the context of blast TBI , 2015, Human brain mapping.

[98]  Martin H. Teicher,et al.  The ‘Maltreatment and Abuse Chronology of Exposure’ (MACE) Scale for the Retrospective Assessment of Abuse and Neglect During Development , 2015, PloS one.

[99]  Dan J Stein,et al.  Subthreshold Posttraumatic Stress Disorder in the World Health Organization World Mental Health Surveys , 2015, Biological Psychiatry.

[100]  E. Geuze,et al.  Prevalence of Mental Health Symptoms in Dutch Military Personnel Returning from Deployment to Afghanistan: A 2-year Longitudinal Analysis , 2015, European Psychiatry.

[101]  C. Nievergelt,et al.  Genomic predictors of combat stress vulnerability and resilience in U.S. Marines: A genome-wide association study across multiple ancestries implicates PRTFDC1 as a potential PTSD gene , 2015, Psychoneuroendocrinology.

[102]  C. Nicolaidis,et al.  Association of Childhood Physical and Sexual Abuse with Intimate Partner Violence, Poor General Health and Depressive Symptoms among Pregnant Women , 2015, PloS one.

[103]  Carson C Chow,et al.  Second-generation PLINK: rising to the challenge of larger and richer datasets , 2014, GigaScience.

[104]  M. Daly,et al.  LD Score regression distinguishes confounding from polygenicity in genome-wide association studies , 2014, Nature Genetics.

[105]  G. Arbanas Diagnostic and Statistical Manual of Mental Disorders (DSM-5) , 2015 .

[106]  Kyleen E. Welsh,et al.  Bounce Back Now! Protocol of a population-based randomized controlled trial to examine the efficacy of a Web-based intervention with disaster-affected families. , 2015, Contemporary clinical trials.

[107]  S. Hyman,et al.  Post-traumatic stress disorder , 2015, Nature Reviews Disease Primers.

[108]  J. Flory,et al.  Glucocorticoid-related predictors and correlates of post-traumatic stress disorder treatment response in combat veterans , 2014, Interface Focus.

[109]  J. Calabrese,et al.  Interaction of the ADRB2 gene polymorphism with childhood trauma in predicting adult symptoms of posttraumatic stress disorder. , 2014, JAMA psychiatry.

[110]  R. Kessler,et al.  How well can post‐traumatic stress disorder be predicted from pre‐trauma risk factors? An exploratory study in the WHO World Mental Health Surveys , 2014, World psychiatry : official journal of the World Psychiatric Association.

[111]  Dan J Stein,et al.  Investigating the early-life determinants of illness in Africa: the Drakenstein Child Health Study , 2014, Thorax.

[112]  C. Spencer,et al.  Biological Insights From 108 Schizophrenia-Associated Genetic Loci , 2014, Nature.

[113]  V. Vaccarino,et al.  Diagnostic performance of the PTSD checklist and the Vietnam Era Twin Registry PTSD scale , 2014, Epidemiology and Psychiatric Sciences.

[114]  B. Bradley,et al.  A randomized, double-blind evaluation of D-cycloserine or alprazolam combined with virtual reality exposure therapy for posttraumatic stress disorder in Iraq and Afghanistan War veterans. , 2014, The American journal of psychiatry.

[115]  J. Ginsberg,et al.  Dysregulation in microRNA Expression Is Associated with Alterations in Immune Functions in Combat Veterans with Post-Traumatic Stress Disorder , 2014, PloS one.

[116]  Dan J Stein,et al.  Intimate partner violence: associations with low infant birthweight in a South African birth cohort , 2014, Metabolic Brain Disease.

[117]  L. Zoellner,et al.  Changes in emotion regulation in adults with and without a history of childhood abuse following posttraumatic stress disorder treatment. , 2014, Journal of consulting and clinical psychology.

[118]  Ross M. Fraser,et al.  A General Approach for Haplotype Phasing across the Full Spectrum of Relatedness , 2014, PLoS genetics.

[119]  Marta R Prescott,et al.  Validation of lay‐administered mental health assessments in a large Army National Guard cohort , 2014, International journal of methods in psychiatric research.

[120]  C. Sudlow,et al.  UK Biobank Data: Come and Get It , 2014, Science Translational Medicine.

[121]  Anthony C. Atkinson,et al.  Selecting a Biased-Coin Design , 2014, 1405.5051.

[122]  L. Zoellner,et al.  Depression sudden gains and transient depression spikes during treatment for PTSD. , 2014, Journal of consulting and clinical psychology.

[123]  R A Ophoff,et al.  Genome-wide study of association and interaction with maternal cytomegalovirus infection suggests new schizophrenia loci , 2013, Molecular Psychiatry.

[124]  L. Berthiaume,et al.  Wnt acylation: seeing is believing. , 2014, Nature chemical biology.

[125]  R. Kessler,et al.  Clinical reappraisal of the Composite International Diagnostic Interview Screening Scales (CIDI‐SC) in the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) , 2013, International journal of methods in psychiatric research.

[126]  Nancy Gebler,et al.  Design of the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS) , 2013, International journal of methods in psychiatric research.

[127]  Lynda A. King,et al.  Deployment risk and resilience inventory-2 (DRRI-2): an updated tool for assessing psychosocial risk and resilience factors among service members and veterans. , 2013, Journal of traumatic stress.

[128]  Hongyu Zhao,et al.  Genome-wide Association Study Identifies New Susceptibility Loci for Posttraumatic Stress Disorder , 2013, Biological Psychiatry.

[129]  C. Bustamante,et al.  RFMix: a discriminative modeling approach for rapid and robust local-ancestry inference. , 2013, American journal of human genetics.

[130]  J. Buxbaum,et al.  Epigenetic Biomarkers as Predictors and Correlates of Symptom Improvement Following Psychotherapy in Combat Veterans with PTSD , 2013, Front. Psychiatry.

[131]  J. Mendes,et al.  Implementing the World Mental Health Survey Initiative in Portugal – rationale, design and fieldwork procedures , 2013, International Journal of Mental Health Systems.

[132]  Janet B W Williams Diagnostic and Statistical Manual of Mental Disorders , 2013 .

[133]  D. D. Blake,et al.  Clinician-Administered PTSD Scale For Children and Adolescents , 2013 .

[134]  Chia-Yen Chen,et al.  Improved ancestry inference using weights from external reference panels , 2013, Bioinform..

[135]  Association of Variant rs4790904 in Protein Kinase C Alpha with Posttraumatic Stress Disorder in a U.S. Caucasian and African-American Veteran Sample , 2013, Journal of depression & anxiety.

[136]  S. Galea,et al.  A genome-wide association study of posttraumatic stress disorder identifies the retinoid-related orphan receptor alpha (RORA) gene as a significant risk locus , 2012, Molecular Psychiatry.

[137]  Kenneth K Kidd,et al.  Inference of human continental origin and admixture proportions using a highly discriminative ancestry informative 41-SNP panel , 2013, Investigative Genetics.

[138]  O. Delaneau,et al.  Supplementary Information for ‘ Improved whole chromosome phasing for disease and population genetic studies ’ , 2012 .

[139]  Carol E. Franz,et al.  VETSA: The Vietnam Era Twin Study of Aging , 2012, Twin Research and Human Genetics.

[140]  Kenny Q. Ye,et al.  An integrated map of genetic variation from 1,092 human genomes , 2012, Nature.

[141]  Kerry J Ressler,et al.  EARLY INTERVENTIONS FOR PTSD: A REVIEW , 2012, Depression and anxiety.

[142]  J. Marchini,et al.  Fast and accurate genotype imputation in genome-wide association studies through pre-phasing , 2012, Nature Genetics.

[143]  M. Stephens,et al.  Genome-wide Efficient Mixed Model Analysis for Association Studies , 2012, Nature Genetics.

[144]  Jennifer A. Webb-Murphy,et al.  Predictors of Risk and Resilience for Posttraumatic Stress Disorder Among Ground Combat Marines: Methods of the Marine Resiliency Study , 2012, Preventing chronic disease.

[145]  P. Schnurr,et al.  Brief Trauma Questionnaire , 2012 .

[146]  N. Martin,et al.  Common heritable contributions to low-risk trauma, high-risk trauma, posttraumatic stress disorder, and major depression. , 2012, Archives of general psychiatry.

[147]  Eleazar Eskin,et al.  Interpreting Meta-Analyses of Genome-Wide Association Studies , 2012, PLoS genetics.

[148]  S. Austin,et al.  Childhood Gender Nonconformity: A Risk Indicator for Childhood Abuse and Posttraumatic Stress in Youth , 2012, Pediatrics.

[149]  Rosalind J Wright,et al.  The stressor criterion for posttraumatic stress disorder: does it matter? , 2012, The Journal of clinical psychiatry.

[150]  A. Shalev,et al.  Prevention of posttraumatic stress disorder by early treatment: results from the Jerusalem Trauma Outreach And Prevention study. , 2012, Archives of general psychiatry.

[151]  W. Kremen,et al.  Twin studies of posttraumatic stress disorder: Differentiating vulnerability factors from sequelae , 2012, Neuropharmacology.

[152]  Rory Johnson,et al.  Human long non‐coding RNAs promote pluripotency and neuronal differentiation by association with chromatin modifiers and transcription factors , 2012, The EMBO journal.

[153]  Richard T. Barfield,et al.  Acute and posttraumatic stress symptoms in a prospective gene x environment study of a university campus shooting. , 2012, Archives of general psychiatry.

[154]  J. Marchini,et al.  Genotype Imputation with Thousands of Genomes , 2011, G3: Genes | Genomes | Genetics.

[155]  D. Ronis,et al.  Post‐traumatic stress disorder, child abuse history, birthweight and gestational age: a prospective cohort study , 2011, BJOG : an international journal of obstetrics and gynaecology.

[156]  Manuel A. R. Ferreira,et al.  Large-scale genome-wide association analysis of bipolar disorder identifies a new susceptibility locus near ODZ4 , 2011, Nature Genetics.

[157]  David C. Lee,et al.  Using emergency department-based inception cohorts to determine genetic characteristics associated with long term patient outcomes after motor vehicle collision: Methodology of the CRASH study , 2011, BMC emergency medicine.

[158]  T. Ørntoft,et al.  Robustness of genome-wide scanning using archived dried blood spot samples as a DNA source , 2011, BMC Genetics.

[159]  Kendall C. Wilkins,et al.  Synthesis of the psychometric properties of the PTSD checklist (PCL) military, civilian, and specific versions , 2011, Depression and anxiety.

[160]  D. Spain,et al.  Development and validation of a brief self-report measure of trauma exposure: the Trauma History Screen. , 2011, Psychological assessment.

[161]  Eleazar Eskin,et al.  Random-effects model aimed at discovering associations in meta-analysis of genome-wide association studies. , 2011, American journal of human genetics.

[162]  P. Visscher,et al.  Estimating missing heritability for disease from genome-wide association studies. , 2011, American journal of human genetics.

[163]  Christopher R. Erbes,et al.  Prospective risk factors for new-onset post-traumatic stress disorder in National Guard soldiers deployed to Iraq , 2010, Psychological Medicine.

[164]  Stephanie E. Afful,et al.  Exposure to trauma: a comparison of cocaine-dependent cases and a community-matched sample. , 2010, Drug and alcohol dependence.

[165]  E. Soriano,et al.  Podocalyxin Is a Novel Polysialylated Neural Adhesion Protein with Multiple Roles in Neural Development and Synapse Formation , 2010, PloS one.

[166]  Michael Boehnke,et al.  LocusZoom: regional visualization of genome-wide association scan results , 2010, Bioinform..

[167]  Yun Li,et al.  METAL: fast and efficient meta-analysis of genomewide association scans , 2010, Bioinform..

[168]  Nilanjan Chatterjee,et al.  Estimation of effect size distribution from genome-wide association studies and implications for future discoveries , 2010, Nature Genetics.

[169]  J. Marchini,et al.  Genotype imputation for genome-wide association studies , 2010, Nature Reviews Genetics.

[170]  P. Visscher,et al.  Common SNPs explain a large proportion of heritability for human height , 2011 .

[171]  E. Vittinghoff,et al.  Post-traumatic stress disorder and risk of dementia among U.S. veterans , 2009, Alzheimer's & Dementia.

[172]  S. Galea,et al.  Epigenetic and immune function profiles associated with posttraumatic stress disorder , 2010, Proceedings of the National Academy of Sciences.

[173]  G. Galeazzi,et al.  Mental disorders following war in the Balkans: a study in 5 countries. , 2010, Archives of general psychiatry.

[174]  Heather L. Corliss,et al.  Pervasive trauma exposure among US sexual orientation minority adults and risk of posttraumatic stress disorder. , 2010, American journal of public health.

[175]  N. Martin,et al.  A Family Study of Adult Twins with and without a History of Childhood Abuse: Stability of Retrospective Reports of Maltreatment and Associated Family Measures , 2010, Twin Research and Human Genetics.

[176]  S. Gilman,et al.  Race/ethnic differences in exposure to traumatic events, development of post-traumatic stress disorder, and treatment-seeking for post-traumatic stress disorder in the United States , 2010, Psychological Medicine.

[177]  D. Silove,et al.  The psychiatric sequelae of traumatic injury. , 2010, The American journal of psychiatry.

[178]  Daniel L. Segal,et al.  Diagnostic Interview Schedule for DSM-IV (DIS-IV) , 2010 .

[179]  H. Orcutt,et al.  Anxiety sensitivity and posttrauma stress symptoms in female undergraduates following a campus shooting. , 2009, Journal of traumatic stress.

[180]  B. Bradley,et al.  Trauma exposure and stress-related disorders in inner city primary care patients. , 2009, General hospital psychiatry.

[181]  A. McFarlane,et al.  Impact of childhood exposure to a natural disaster on adult mental health: 20-year longitudinal follow-up study , 2009, British Journal of Psychiatry.

[182]  P. Donnelly,et al.  A Flexible and Accurate Genotype Imputation Method for the Next Generation of Genome-Wide Association Studies , 2009, PLoS genetics.

[183]  Rosalind J Wright,et al.  Protocol for investigating genetic determinants of posttraumatic stress disorder in women from the Nurses' Health Study II , 2009, BMC psychiatry.

[184]  S. Tishkoff,et al.  African genetic diversity: implications for human demographic history, modern human origins, and complex disease mapping. , 2008, Annual review of genomics and human genetics.

[185]  D. King,et al.  Validation of Scales From the Deployment Risk and Resilience Inventory in a Sample of Operation Iraqi Freedom Veterans , 2008, Assessment.

[186]  Paul D Bliese,et al.  Validating the primary care posttraumatic stress disorder screen and the posttraumatic stress disorder checklist with soldiers returning from combat. , 2008, Journal of consulting and clinical psychology.

[187]  K. Ressler,et al.  Association of FKBP5 polymorphisms and childhood abuse with risk of posttraumatic stress disorder symptoms in adults. , 2008, JAMA.

[188]  C. Tang,et al.  Cross-cultural assessment of psychological trauma and PTSD , 2007 .

[189]  Daniel S. Weiss,et al.  The Impact of Event Scale: Revised , 2007 .

[190]  Scott F. Saccone,et al.  Novel genes identified in a high-density genome wide association study for nicotine dependence. , 2007, Human molecular genetics.

[191]  Corwin Boake,et al.  Genes, Environment, and Time: The Vietnam Era Twin Study of Aging (VETSA) , 2006, Twin Research and Human Genetics.

[192]  C. Watts,et al.  Prevalence of intimate partner violence: findings from the WHO multi-country study on women's health and domestic violence , 2006, The Lancet.

[193]  D. Reich,et al.  Principal components analysis corrects for stratification in genome-wide association studies , 2006, Nature Genetics.

[194]  이해우 한국어판 composite international diagnostic interview ( K-CIDI) 물질사용장애 모듈의 신뢰도 , 2006 .

[195]  J. Bremner,et al.  The enduring effects of abuse and related adverse experiences in childhood , 2006, European Archives of Psychiatry and Clinical Neuroscience.

[196]  M. Olivier A haplotype map of the human genome. , 2003, Nature.

[197]  M. Olivier A haplotype map of the human genome , 2003, Nature.

[198]  Brett T. Litz,et al.  Psychometric Properties of the Life Events Checklist , 2004, Assessment.

[199]  Olga V. Demler,et al.  Clinical calibration of DSM‐IV diagnoses in the World Mental Health (WMH) version of the World Health Organization (WHO) Composite International Diagnostic Interview (WMH‐CIDI) , 2004, International journal of methods in psychiatric research.

[200]  A. Steinberg,et al.  The University of California at Los Angeles post-traumatic stress disorder reaction index , 2004, Current psychiatry reports.

[201]  M. First,et al.  The Structured Clinical Interview for DSM-IV Axis I Disorders (SCID-I) and the Structured Clinical Interview for DSM-IV Axis II Disorders (SCID-II). , 2004 .

[202]  E. Foa,et al.  Brief screening instrument for post-traumatic stress disorder , 2002, British Journal of Psychiatry.

[203]  Thomas D. Schmittgen,et al.  Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. , 2001, Methods.

[204]  D. Summerfield The invention of post-traumatic stress disorder and the social usefulness of a psychiatric category , 2001, BMJ : British Medical Journal.

[205]  Elizabeth M. Smigielski,et al.  dbSNP: the NCBI database of genetic variation , 2001, Nucleic Acids Res..

[206]  E. Kubany,et al.  Validation of a brief measure of posttraumatic stress disorder: the Distressing Event Questionnaire (DEQ). , 2000, Psychological assessment.

[207]  R. Kessler,et al.  Posttraumatic stress disorder: the burden to the individual and to society. , 2000, The Journal of clinical psychiatry.

[208]  R. Hirschfeld History and evolution of the monoamine hypothesis of depression. , 2000, The Journal of clinical psychiatry.

[209]  P. Schnurr,et al.  Risk factors for adolescent substance abuse and dependence: data from a national sample. , 2000, Journal of consulting and clinical psychology.

[210]  D G Kilpatrick,et al.  Risk factors for adolescent substance abuse and dependence: data from a national sample. , 2000, Journal of consulting and clinical psychology.

[211]  R. Kessler,et al.  Short screening scale for DSM-IV posttraumatic stress disorder. , 1999, The American journal of psychiatry.

[212]  R. Kessler,et al.  Trauma and posttraumatic stress disorder in the community: the 1996 Detroit Area Survey of Trauma. , 1998, Archives of general psychiatry.

[213]  L. Cohen,et al.  Postpartum mood disorders: diagnosis and treatment guidelines. , 1998, The Journal of clinical psychiatry.

[214]  D. Williamson,et al.  Relationship of childhood abuse and household dysfunction to many of the leading causes of death in adults. The Adverse Childhood Experiences (ACE) Study. , 1998, American journal of preventive medicine.

[215]  D. Sheehan,et al.  The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. , 1998, The Journal of clinical psychiatry.

[216]  M. Stein,et al.  Full and partial posttraumatic stress disorder: findings from a community survey. , 1997, The American journal of psychiatry.

[217]  D. Bernstein,et al.  Validity of the Childhood Trauma Questionnaire in an adolescent psychiatric population. , 1997, Journal of the American Academy of Child and Adolescent Psychiatry.

[218]  R. Kimerling,et al.  Gender issues in the assessment of posttraumatic stress disorder. , 1997 .

[219]  M. First,et al.  Structured clinical interview for DSM-IV axis II personality disorders : SCID-II , 1997 .

[220]  M. First,et al.  Structured clinical interview for DSM-IV axis I disorders : SCID-I : clinical version : scoresheet , 1997 .

[221]  E. Blanchard,et al.  Psychometric properties of the PTSD Checklist (PCL). , 1996, Behaviour research and therapy.

[222]  B. Stamm Measurement of stress, trauma, and adaptation , 1996 .

[223]  M. First,et al.  Structured clinical interview for DSM-IV axis I disorders : SCID-I: clinical version : administration booklet , 1996 .

[224]  E. Foa,et al.  Evaluation of a brief cognitive-behavioral program for the prevention of chronic PTSD in recent assault victims. , 1995, Journal of consulting and clinical psychology.

[225]  R. Kessler,et al.  Posttraumatic stress disorder in the National Comorbidity Survey. , 1995, Archives of general psychiatry.

[226]  D. Charney,et al.  The development of a Clinician-Administered PTSD Scale , 1995, Journal of traumatic stress.

[227]  A. Bifulco,et al.  Childhood Experience of Care and Abuse (CECA): a retrospective interview measure. , 1994, Journal of child psychology and psychiatry, and allied disciplines.

[228]  J. E. Hovens,et al.  The development of the Self‐Rating Inventory for Posttraumatic Stress Disorder , 1994, Acta psychiatrica Scandinavica.

[229]  J Foote,et al.  Initial reliability and validity of a new retrospective measure of child abuse and neglect. , 1994, The American journal of psychiatry.

[230]  H. Resnick,et al.  Prevalence of civilian trauma and posttraumatic stress disorder in a representative national sample of women , 1993 .

[231]  Barbara O. Rothbaum,et al.  Reliability and validity of a brief instrument for assessing post‐traumatic stress disorder , 1993 .

[232]  H. Resnick,et al.  The Modified PTSD Symptom Scale: A brief self-report measure of posttraumatic stress disorder. , 1993 .

[233]  H. Resnick,et al.  Prevalence of civilian trauma and posttraumatic stress disorder in a representative national sample of women. , 1993, Journal of consulting and clinical psychology.

[234]  J. Goldberg,et al.  Reliability and validity of a combat exposure index for vietnam era verterans , 1991 .

[235]  J. Goldberg,et al.  Reliability and validity of a combat exposure index for Vietnam era veterans. , 1991, Journal of clinical psychology.

[236]  J. Goldberg,et al.  A twin study of the effects of the Vietnam conflict on alcohol drinking patterns. , 1990, American journal of public health.

[237]  Kathryn L. Taylor,et al.  Clinical evaluation of a measure to assess combat exposure. , 1989 .

[238]  L. Robins Epidemiology: reflections on testing the validity of psychiatric interviews. , 1985, Archives of general psychiatry.

[239]  A. Farmer,et al.  A comparison of clinical and diagnostic interview schedule diagnoses. Physician reexamination of lay-interviewed cases in the general population. , 1985, Archives of general psychiatry.

[240]  R. Yehuda POST-TRAUMATIC STRESS DISORDER , 1985, The Lancet.

[241]  T. Brugha,et al.  The List of Threatening Experiences: a subset of 12 life event categories with considerable long-term contextual threat , 1985, Psychological Medicine.

[242]  L. Robins,et al.  National Institute of Mental Health Diagnostic Interview Schedule. Its history, characteristics, and validity. , 1981, Archives of general psychiatry.