Clinical Epidemiology Research Center (CERC), VA Connecticut Healthcare System, West Haven, Connecticut, USA.
College of Medicine, University of Kentucky, Lexington, Kentucky, USA.
Int J Methods Psychiatr Res. 2019 Mar;28(1):e1767. doi: 10.1002/mpr.1767. Epub 2019 Feb 14.
Heritability in the risk for developing posttraumatic stress disorder (PTSD) has been established, but most genome-wide association studies (GWASs) of PTSD involve relatively small sample sizes and limited identification of associated genetic loci. This report describes the methodology of a Veterans Affairs (VA) Cooperative Studies Program GWAS of PTSD among combat-exposed U.S. veterans.
Probable cases (with PTSD) and probable controls (without PTSD) were identified from among veterans enrolled in the VA Million Veteran Program (MVP) with an algorithm developed using questionnaire responses and electronic health record information. This algorithm, based on a statistical model, relied on medical chart reviews as a reference standard and was refined using telephone interviews. Subsequently, to evaluate the impact of probabilistic phenotyping on statistical power, the threshold probability for case-control selection was varied in simulations.
As of September 2018, >695,000 veterans have enrolled in MVP. For current analyses, genotyping data were available for >353,000 participants, including >83,000 combat-exposed veterans. A threshold probability of 0.7 for case and control designation yielded an interim >16,000 cases and >33,000 controls.
A formal methodological approach was used to identify cases and controls for subsequent GWAS analyses to identify genetic risk loci for PTSD.
创伤后应激障碍(PTSD)发病风险的遗传性已得到证实,但大多数 PTSD 的全基因组关联研究(GWAS)涉及的样本量相对较小,且与相关遗传位点的识别有限。本报告介绍了退伍军人事务部(VA)合作研究计划中一项 PTSD 的 GWAS 方法,该研究涉及经历过战斗的美国退伍军人。
使用基于问卷回答和电子健康记录信息开发的算法,从退伍军人事务部百万退伍军人计划(MVP)中登记的退伍军人中确定可能患有 PTSD(有 PTSD)的病例和可能没有 PTSD(没有 PTSD)的对照。该算法基于统计模型,依赖于病历审查作为参考标准,并通过电话访谈进行了改进。随后,为了评估概率表型对统计功效的影响,在模拟中改变了病例对照选择的概率阈值。
截至 2018 年 9 月,已有超过 695000 名退伍军人登记加入 MVP。目前的分析中,有超过 353000 名参与者的基因分型数据可用,其中包括 83000 多名经历过战斗的退伍军人。病例和对照指定的概率阈值为 0.7,得出了超过 16000 例病例和超过 33000 例对照的中期结果。
使用正式的方法学方法来确定随后 GWAS 分析中的病例和对照,以确定 PTSD 的遗传风险位点。