Psychological Medicine · 2020 · 32 citations · 32 references
MedicinePsychiatryPsychologyBehavioral GeneticsEpidemiologic MethodsTrauma-related DisordersDisaster EpidemiologyPolygenic Risk AssessmentPsychiatric EpidemiologyPsychiatric GeneticsStress-related DisordersTrauma ResponseGeneralized Anxiety SymptomsPolygenic ModelsPolygenic Risk Score ConstructionPolygenic Score Trajectory AnalysisProspective Cohort DataSymptom Trajectory AssessmentSymptom Trajectory ModelingTrauma Exposure Effects
Abstract Background Genetics hold promise of predicting long-term post-traumatic stress disorder (PTSD) outcomes following trauma. The aim of the current study was to test whether six hypothesized polygenic risk scores (PRSs) developed to capture genetic vulnerability to psychiatric conditions prospectively predict PTSD onset, severity, and 18-year course after trauma exposure. Methods Participants were 1490 responders to the World Trade Center (WTC) disaster (mean age at 9/11 = 38.81 years, s.d. = 8.20; 93.5% male; 23.8% lifetime WTC-related PTSD diagnosis). Prospective longitudinal data on WTC-related PTSD symptoms were obtained from electronic medical records and modelled as PTSD trajectories using growth mixture model analysis. Independent regression models tested whether six hypothesized psychiatric PRSs (PTSD-PRS, Re-experiencing-PRS, Generalized Anxiety-PRS, Schizophrenia-PRS, Depression-PRS, and Neuroticism-PRS) are predictive of WTC-PTSD outcomes: lifetime diagnoses, average symptom severity, and 18-year symptom trajectory. All analyses were adjusted for population stratification, 9/11 exposure severity, and multiple testing. Results Depression-PRS predicted PTSD diagnostic status (OR 1.37, CI 1.17–1.61, adjusted p = 0.001). All PRSs, except PTSD-PRS, significantly predicted average PTSD symptoms ( β = 0.06–0.10, adjusted p < 0.05). Re-experiencing-PRS, Generalized Anxiety-PRS and Schizophrenia-PRS predicted the high severity PTSD trajectory class (ORs 1.21–1.28, adjusted p < 0.05). Finally, PRSs prediction was independent of 9/11 exposure severity and jointly accounted for 3.7 times more variance in PTSD symptoms than the exposure severity. Conclusions Psychiatric PRSs prospectively predicted WTC-related PTSD lifetime diagnosis, average symptom severity, and 18-year trajectory in responders to 9/11 disaster. Jointly, PRSs were more predictive of subsequent PTSD than the exposure severity. In the future, PRSs may help identify at-risk responders who might benefit from targeted prevention approaches.
32
Biological insights from 108 schizophrenia-associated genetic loci
A reference panel of 64,976 haplotypes for genotype imputation
Michael Boehnke · Nature Genetics · 2016 · 3.3K citations · Full text
Trauma and PTSD in the WHO World Mental Health Surveys
Ronald C. Kessler, Sergio Aguilar‐Gaxiola, Jordi Alonso et al. · European journal of psychotraumatology · 2017 · 1.6K citations · Full text
Medicine, Psychiatry, Psychology +11
Genomic Relationships, Novel Loci, and Pleiotropic Mechanisms across Eight Psychiatric Disorders
Phil H. Lee, Verneri Anttila, Hyejung Won et al. · Cell · 2019 · 1.5K citations · Full text
PRSice: Polygenic Risk Score software
Jack Euesden, Cathryn M. Lewis, Paul F. O’Reilly · Bioinformatics · 2014 · 1.4K citations · Full text