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使用多状态模型分析韩国慢性肾脏病患者临床事件的危险因素及转移概率。

Risk factors and transitional probability of clinical events in Korean CKD patients using the multistate model.

作者信息

Kim Ji Hye, Kim Jinheum, Kim Jayoun, Jung Ji Yong, Jeong Jong Cheol, Han Seung Hyeok, Oh Kook-Hwan

机构信息

Department of Internal Medicine, Chungbuk National University College of Medicine and Chungbuk National University Hospital, Cheongju, Republic of Korea.

Department of Applied Statistics, University of Suwon, Hwaseong, Republic of Korea.

出版信息

Sci Rep. 2025 Mar 12;15(1):8582. doi: 10.1038/s41598-024-82426-3.

Abstract

Korean chronic kidney disease (CKD) patients have relatively low cardiovascular disease (CVD) and high end stage kidney disease (ESKD) incidence rates. Using the multi-state model this study analyzed the 5- and 10-year cumulative hazard estimates, transition probabilities and risk factors associated with the five clinical transitions; ESKD, CVD, CVD to death, ESKD to death and death. CKD stages 1-4 patients from the KoreaN Cohort Study for Outcome in Patients With Chronic Kidney Disease cohort were included. Multivariable multi-state model analysis was performed to investigate the study outcomes associated with the five transitions. Among the 1502 patients (median age 54 years, male 61.3%), the overall prevalence of clinical events were: ESKD (22.6%), CVD (7.5%), death after ESKD (3.6%), death (3.3%) and death after CVD (1.2%). Patients who experienced intermediate ESKD event had higher risk of death than those who experienced CVD event (10-year cumulative hazard: 0.35; 95% CI: 0.23, 0.48 vs. 0.27; 95% CI: 0.15, 0.40). The 10-year transition probability was highest for enrollment to ESKD (0.27; 95% CI: (0.23, 0.31)) followed by enrollment to CVD (0.08; 95% CI: 0.07, 0.10). Different clinical risk factors were associated with each of the five transitions. Patients who experienced intermediate ESKD event were more exposed to death risk than those who experienced CVD and the highest 10-year progression probability was for enrollment to ESKD followed by death after ESKD. Different risk factors were associated with varying transitions. These findings correlate with the distinctive clinical features of Korean CKD patients.

摘要

韩国慢性肾脏病(CKD)患者的心血管疾病(CVD)发病率相对较低,而终末期肾病(ESKD)发病率较高。本研究使用多状态模型分析了与五种临床转变相关的5年和10年累积风险估计值、转变概率及风险因素,这五种临床转变分别为:ESKD、CVD、CVD至死亡、ESKD至死亡和死亡。研究纳入了韩国慢性肾脏病患者队列研究中1-4期的CKD患者。进行多变量多状态模型分析以研究与这五种转变相关的研究结果。在1502例患者中(中位年龄54岁,男性占61.3%),临床事件的总体患病率分别为:ESKD(22.6%)、CVD(7.5%)、ESKD后死亡(3.6%)、死亡(3.3%)和CVD后死亡(1.2%)。经历中间ESKD事件的患者比经历CVD事件的患者死亡风险更高(10年累积风险:0.35;95%可信区间:0.23,0.48 vs. 0.27;95%可信区间:0.15,0.40)。从入组到ESKD的10年转变概率最高(0.27;95%可信区间:(0.23,0.31)),其次是入组到CVD(0.08;95%可信区间:0.07,0.10)。不同的临床风险因素与这五种转变中的每一种相关。经历中间ESKD事件的患者比经历CVD事件的患者面临更高的死亡风险,10年进展概率最高的是入组到ESKD,其次是ESKD后死亡。不同的风险因素与不同的转变相关。这些发现与韩国CKD患者的独特临床特征相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4ded/11904225/f803024c5b88/41598_2024_82426_Fig1_HTML.jpg

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