Hicks Emily M, Niarchou Maria, Goleva Slavina, Kabir Dia, Ciarcia Julia, Smoller Jordan W, Davis Lea K, Nievergelt Caroline M, Koenen Karestan C, Huckins Laura M, Choi Karmel W
Pamela Sklar Division of Psychiatric Genetics, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
Vanderbilt University Medical Center, Vanderbilt Genetics Institute, Nashville, TN, USA.
medRxiv. 2023 Aug 28:2023.08.25.23294572. doi: 10.1101/2023.08.25.23294572.
Prior epidemiological research has linked PTSD with specific physical health problems, but the comprehensive landscape of medical conditions associated with PTSD remains uncharacterized. Electronic health records (EHR) provide an opportunity to overcome prior clinical knowledge gaps and uncover associations with biological relevance that potentially vary by sex.
PTSD was defined among biobank participants (total N=123,365) in a major healthcare system using two ICD code-based definitions: broad (1+ PTSD or acute stress codes versus 0; N=14,899) and narrow (2+ PTSD codes versus 0; N=3,026). Using a phenome-wide association (PheWAS) design, we tested associations between each PTSD definition and all prevalent disease umbrella categories, i.e., phecodes. We also conducted sex-stratified PheWAS analyses including a sex-by-diagnosis interaction term in each logistic regression.
A substantial number of phecodes were significantly associated with PTSD (61%) and PTSD (83%). While top associations were shared between the two definitions, PTSD captured 334 additional phecodes not significantly associated with PTSD and exhibited a wider range of significantly associated phecodes across various categories, including respiratory, genitourinary, and circulatory conditions. Sex differences were observed, in that PTSD was more strongly associated with osteoporosis, respiratory failure, hemorrhage, and pulmonary heart disease among male patients, and with urinary tract infection, acute pharyngitis, respiratory infections, and overweight among female patients.
This study provides valuable insights into a diverse range of comorbidities associated with PTSD, including both known and novel associations, while highlighting the influence of sex differences and the impact of defining PTSD using EHR.
先前的流行病学研究已将创伤后应激障碍(PTSD)与特定的身体健康问题联系起来,但与PTSD相关的医疗状况的全貌仍未明确。电子健康记录(EHR)提供了一个机会,以克服先前的临床知识空白,并揭示与可能因性别而异的具有生物学相关性的关联。
在一个大型库参与者(共123,365人)中,使用基于两种国际疾病分类(ICD)代码的定义来定义PTSD:宽泛定义(1个及以上PTSD或急性应激代码与0个相比;N = 14,899)和狭义定义(2个及以上PTSD代码与0个相比;N = 3,026)。采用全表型关联(PheWAS)设计,我们测试了每种PTSD定义与所有常见疾病总类(即表型代码)之间的关联。我们还进行了按性别分层的PheWAS分析,在每个逻辑回归中纳入了性别与诊断的交互项。
大量的表型代码与宽泛定义的PTSD(61%)和狭义定义的PTSD(83%)显著相关。虽然两种定义之间的顶级关联是相同的,但狭义定义的PTSD还涵盖了另外334个与宽泛定义的PTSD无显著关联的表型代码,并且在包括呼吸、泌尿生殖和循环系统疾病等各类疾病中表现出更广泛的显著相关表型代码。观察到了性别差异,即狭义定义的PTSD在男性患者中与骨质疏松症、呼吸衰竭、出血和肺心病的关联更强,而在女性患者中与尿路感染、急性咽炎、呼吸道感染和超重的关联更强。
本研究为与PTSD相关的多种共病提供了有价值的见解,包括已知和新发现的关联,同时强调了性别差异的影响以及使用EHR定义PTSD的影响。