Electronic health record biobank cohort recapitulates an association between the MUC5B promoter polymorphism and ARDS in critically ill adults.

Vern Eric Kerchberger, Joel Brennan McNeil, Neil Zheng, Diana Chang, Carrie Rosenberger, Angela J Rogers, Julie A Bastarache, QiPing Feng, WeiQi Wei, Lorraine B Ware
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Abstract

Background: Large population-based DNA biobanks linked to electronic health records (EHRs) may provide advantages over traditional study designs for identifying genetic drivers of ARDS. Research Question: Can ARDS be identified in an EHR biobank, and can this approach validate a previously reported genetic risk factor for ARDS? Study Design and Methods: We analyzed two genotyped cohorts from one academic medical center: a prospective biomarker study of critically ill adults (VALID cohort), and hospitalized participants in a de-identified EHR biobank (BioVU). ARDS status was assessed by clinician-investigator review in VALID and an EHR-derived algorithm in BioVU (EHR-ARDS). We tested the association between the MUC5B promoter polymorphism (rs35705950) with development of ARDS/EHR-ARDS in each cohort. Results: In VALID, 2,795 patients were included, age was 55 [43, 66] (median [IQR]) years, and 718 (25.7%) developed ARDS. In BioVU, 9,025 hospitalized participants were included, age was 60 [48, 70] , and 1,056 (11.7%) developed EHR-ARDS. We observed a significant interaction between age and rs35705950 on ARDS risk in VALID: in older patients rs35705950 was associated with increased ARDS risk (OR: 1.44; 95%CI 1.08-1.92; p=0.012) whereas among younger patients this effect was attenuated (OR: 0.84; 95%CI: 0.62-1.14; p=0.26). In BioVU, rs35705950 was associated with increased risk for EHR-ARDS among all participants (OR: 1.20; 95%CI: 1.00-1.43, p=0.043) and this relationship did not vary by age. The polymorphism was also associated with more severe oxygenation impairment among BioVU participants who required mechanical ventilation. Interpretation: The MUC5B promoter polymorphism was associated with ARDS in two cohorts of at-risk hospitalized adults. Although age-related effect modification was observed only in the prospective biomarker cohort, the EHR cohort identified a consistent association between MUC5B and ARDS risk regardless of age and a novel association with oxygenation impairment. Our study highlights the potential for EHR biobanks to enable precision-medicine ARDS studies.
电子健康记录生物库队列再现了重症成人 MUC5B 启动子多态性与 ARDS 之间的关联。
背景:与传统研究设计相比,与电子健康记录(EHR)相连的大型人群 DNA 生物库在识别 ARDS 遗传驱动因素方面可能具有优势:研究设计与方法:我们分析了一家学术医疗中心的两个基因分型队列:一项针对重症成人的前瞻性生物标记物研究(VALID 队列)和一个去标识化电子病历生物库(BioVU)中的住院参与者。在 VALID 和 BioVU 中,ARDS 状态分别由临床医生-调查员审查和电子病历衍生算法(EHR-ARDS)评估。我们检测了每个队列中 MUC5B 启动子多态性(rs35705950)与 ARDS/EHR-ARDS 发生之间的关联:VALID共纳入2795名患者,年龄为55 [43,66](中位数[IQR])岁,其中718人(25.7%)发生了ARDS。BioVU 纳入了 9025 名住院参与者,年龄为 60 [48, 70] 岁,有 1056 人(11.7%)发生了 EHR-ARDS。在 VALID 中,我们观察到年龄和 rs35705950 之间对 ARDS 风险有明显的交互作用:在老年患者中,rs35705950 与 ARDS 风险的增加相关(OR:1.44;95%CI 1.08-1.92;p=0.012),而在年轻患者中,这种效应减弱(OR:0.84;95%CI:0.62-1.14;p=0.26)。在 BioVU 中,在所有参与者中,rs35705950 与 EHR-ARDS 风险增加有关(OR:1.20;95%CI:1.00-1.43;p=0.043),这种关系不因年龄而异。在需要机械通气的 BioVU 参与者中,该多态性还与更严重的氧合障碍有关:在两组高危住院成人中,MUC5B启动子多态性与ARDS有关。虽然仅在前瞻性生物标志物队列中观察到与年龄相关的效应改变,但 EHR 队列发现 MUC5B 与 ARDS 风险之间存在一致的关联,与年龄无关,而且与氧合功能障碍存在新的关联。我们的研究强调了电子病历生物库在开展精准医疗 ARDS 研究方面的潜力。
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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