Li Chunyang, Zhang Chao, Chen Jie, Chen Yilong, Ying Zhiye, Hu Yao, Song Huan, Fu Ping, Zeng Xiaoxi
Division of Nephrology, West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu 610041, China.
Med-X Center for Informatics, Sichuan University, Chengdu 610065, China.
Health Data Sci. 2024 Jul 15;4:0159. doi: 10.34133/hds.0159. eCollection 2024.
This study aimed to explore the time-varying impact of COVID-19 on acute kidney disorders, including acute kidney injury and other acute kidney diseases. From the UK Biobank, 10,121 participants with COVID-19 were matched with up to 3 historically unexposed controls by age, sex, Townsend deprivation index, and the status of hospitalization or receiving critical care. We investigated the association between COVID-19 and incidence of acute kidney disorders, within the first 4 weeks after infection, using conditional and time-varying Cox proportional hazard regression. In addition, one-sample Mendelian randomization, utilizing the polygenic risk score for COVID-19 as an instrumental variable, was conducted to explore the potential causality of the association. In the matched cohort study, we observed a significant association between COVID-19 and acute kidney disorders predominantly within the first 3 weeks. The impact of COVID-19 was time dependent, peaking in the second week (hazard ratio, 12.77; 95% confidence interval, 5.93 to 27.70) and decreasing by the fourth week (hazard ratio, 2.28; 95% confidence interval, 0.75 to 6.93). In subgroup analyses, only moderate to severe COVID-19 cases were associated with acute worsening of renal function in a time-dependent pattern. One-sample Mendelian randomization analyses further showed that COVID-19 might exert a "short-term" causal effect on the risk of acute kidney disorders, primarily confined to the first week after infection. The risk of acute kidney disorders following COVID-19 demonstrates a time-varying pattern. Hazard effects were observed only in patients with moderate or severe but not mild COVID-19.
本研究旨在探讨新冠病毒病(COVID-19)对急性肾脏疾病(包括急性肾损伤和其他急性肾脏疾病)的时变影响。从英国生物银行选取了10121例感染COVID-19的参与者,按年龄、性别、汤森德剥夺指数以及住院或接受重症监护的情况,与多达3名既往未暴露的对照进行匹配。我们采用条件和时变Cox比例风险回归,研究感染后前4周内COVID-19与急性肾脏疾病发病率之间的关联。此外,利用COVID-19的多基因风险评分作为工具变量进行单样本孟德尔随机化分析,以探讨该关联的潜在因果关系。在匹配队列研究中,我们观察到COVID-19与急性肾脏疾病之间存在显著关联,主要发生在前3周内。COVID-19的影响具有时间依赖性,在第2周达到峰值(风险比,12.77;95%置信区间,5.93至27.70),到第4周时下降(风险比,2.28;95%置信区间,0.75至6.93)。在亚组分析中,只有中度至重度COVID-19病例与肾功能急性恶化存在时间依赖性关联。单样本孟德尔随机化分析进一步表明,COVID-19可能对急性肾脏疾病风险产生“短期”因果效应,主要局限于感染后的第一周。COVID-19后急性肾脏疾病的风险呈现时变模式。仅在中度或重度而非轻度COVID-19患者中观察到风险效应。