Polygenic Risk Factors for Comorbid Diagnoses in Individuals with Substance Use Disorders: A Phenome-Wide Survival Analysis.

Peter B Barr, Zoe E Neale, Tim B Bigdeli, Chris Chatzinakos, Philip D Harvey, Roseann E Peterson, Jacquelyn L Meyers
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Abstract

Objective: Persons with substance use disorders (SUD) often suffer from additional comorbidities. Researchers have explored this overlap via phenome wide association studies (PheWAS). However, PheWAS are largely cross-sectional, limiting our understanding of whether diagnoses predate development of an SUD. We characterize whether polygenic scores (PGS) are associated with time to comorbid diagnoses in electronic health records (EHR) after the first documented SUD diagnosis.

Methods: Using data from All of Us (N = 393,596), we explored: 1) whether social determinants of health (SDoH) are associated with lifetime risk of SUD (N cases = 42,568) and 2) within a subset those with a diagnosed SUD and available genetic data SUD (N = 21,357), whether PGS for alcohol use disorders, cannabis use disorders, depression, externalizing, post-traumatic stress disorder, and schizophrenia were associated with subsequent diagnoses via a phenome-wide survival analysis.

Results: Multiple SDoH were associated with lifetime SUD diagnosis, with annual household income having the largest overall associations (e.g., <$10K annually vs $100K-$150K annually: OR = 3.89, 95% CI = 3.66, 4.13). There were 101 phenome-wide significant PGS associations with subsequent diagnoses across various bodily systems. PGSs for alcohol use disorders, post-traumatic stress disorder, and schizophrenia were each associated with time to their respective diagnoses.

Conclusions: Social determinants, especially those related to income, have profound associations with lifetime SUD risk. Additionally, PGS for psychiatric conditions are associated with multiple post-SUD diagnoses within those with a SUD, suggesting PGS may capture information beyond lifetime risk, including timing and severity of comorbidities related to SUD.

Abstract Image

Abstract Image

Abstract Image

社会和多基因风险因素对物质使用障碍患者合并症诊断的时间影响:全现象生存分析。
重要性:物质使用障碍(SUD)患者通常患有其他合并症,包括精神疾病和身体健康问题。研究人员利用全表型关联研究(PheWAS)探索了电子健康记录(EHR)中的这种重叠,以表征个人电子健康记录中不同指标与所有条件的关系。然而,分析基本上是横向的。目的:探讨各种社会和遗传危险因素是否与首次诊断SUD后电子健康记录(EHR)的合并症诊断时间相关。设计:利用我们所有人(N = 287,012)的电子病历和全基因组测序数据,我们探讨健康的社会决定因素是否与SUD的终生风险相关。接下来,在诊断为SUD的患者中(N = 17,460),我们检查了多基因评分(PGS)是否与共病诊断的时间相关,并进行了全现象生存分析。环境:参与美国各地的医疗保健组织。参与者:我们所有人研究计划的参与者,拥有可用的电子病历和基因组数据。暴露:精神和物质使用障碍的健康和多基因评分的社会决定因素。主要结果和措施:来自《国际疾病统计分类》第九版和第十版的诊断代码,临床修改,电子病历代码。结果:多种社会和人口危险因素与终生SUD诊断相关。最引人注目的是,那些报告年收入AUD = 1.10, 95% CI = 1.06, 1.14;Hr SCZ = 1.13, 95% ci = 1.06, 1.20;Hr PTSD = 1.15, 95% ci = 1.08, 1.22)。曾经吸烟的PGS与随后吸烟相关合并症的时间和额外的SUD诊断相关(HR = 1.6 - 1.16)。结论和相关性:社会决定因素,特别是与收入相关的社会决定因素与终身SUD风险有着深刻的联系。此外,PGS可能包括与终生风险相关的结果信息,包括时间和严重程度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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