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竞争风险分析估计下肢外周动脉疾病的截肢发病率和风险。

Competing risk analysis to estimate amputation incidence and risk in lower-extremity peripheral artery disease.

机构信息

Vascular Medicine Outcomes (VAMOS) Program, Section of Cardiovascular Medicine, Yale University, New Haven, CT, USA.

Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.

出版信息

Vasc Med. 2024 Oct;29(5):496-506. doi: 10.1177/1358863X241268727. Epub 2024 Sep 1.

DOI:10.1177/1358863X241268727
PMID:39219174
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11575932/
Abstract

Patients with peripheral artery disease face high amputation and mortality risk. When assessing vascular outcomes, consideration of mortality as a competing risk is not routine. We hypothesize standard time-to-event methods will overestimate major amputation risk in chronic limb-threatening ischemia (CLTI) and non-CLTI. : Patients undergoing peripheral vascular intervention from 2017 to 2018 were abstracted from the Vascular Quality Initiative registry and stratified by mean age (⩾ 75 vs < 75 years). Mortality and amputation data were obtained from Medicare claims. The 2-year cumulative incidence function (CIF) and risk of major amputation from standard time-to-event analysis (1 - Kaplan-Meier and Cox regression) were compared with competing risk analysis (Aalen-Johansen and Fine-Gray model) in CLTI and non-CLTI. : A total of 7273 patients with CLTI and 5095 with non-CLTI were included. At 2-year follow up, 13.1% of patients underwent major amputation and 33.4% died without major amputation in the CLTI cohort; 1.3% and 10.7%, respectively, in the non-CLTI cohort. In CLTI, standard time-to-event analysis overestimated the 2-year CIF of major amputation by 20.5% and 13.7%, respectively, in patients ⩾ 75 and < 75 years old compared with competing risk analysis. The standard Cox regression overestimated adjusted 2-year major amputation risk in patients ⩾ 75 versus < 75 years old by 7.0%. In non-CLTI, the CIF was overestimated by 7.1% in patients ⩾ 75 years, and the adjusted risk was overestimated by 5.1% compared with competing risk analysis. : Standard time-to-event analysis overestimates the incidence and risk of major amputation, especially in CLTI. Competing risk analyses are alternative approaches to estimate accurately amputation risk in vascular outcomes research.

摘要

患有外周动脉疾病的患者面临高截肢和死亡率风险。在评估血管结果时,并不常规考虑死亡率作为竞争风险。我们假设标准时间事件方法将高估慢性肢体威胁性缺血 (CLTI) 和非 CLTI 的主要截肢风险。

  • 从血管质量倡议登记处提取 2017 年至 2018 年接受外周血管介入治疗的患者,并按平均年龄(⩾ 75 岁与 < 75 岁)分层。从医疗保险索赔中获得死亡率和截肢数据。在 CLTI 和非 CLTI 中,比较标准时间事件分析(1 - Kaplan-Meier 和 Cox 回归)的主要截肢 2 年累积发生率函数(CIF)和风险与竞争风险分析(Aalen-Johansen 和 Fine-Gray 模型)。

  • 共纳入 7273 例 CLTI 患者和 5095 例非 CLTI 患者。在 2 年随访中,CLTI 队列中有 13.1%的患者接受了主要截肢,33.4%的患者在没有主要截肢的情况下死亡;非 CLTI 队列中分别为 1.3%和 10.7%。在 CLTI 中,标准时间事件分析高估了 2 年主要截肢 CIF,分别为年龄 ⩾ 75 岁和 < 75 岁的患者高估了 20.5%和 13.7%。标准 Cox 回归高估了年龄 ⩾ 75 岁与 < 75 岁的患者 2 年主要截肢风险调整后 7.0%。在非 CLTI 中,年龄 ⩾ 75 岁的患者 CIF 高估了 7.1%,与竞争风险分析相比,调整后的风险高估了 5.1%。

  • 标准时间事件分析高估了主要截肢的发生率和风险,尤其是在 CLTI 中。竞争风险分析是一种估计血管结局研究中截肢风险的替代方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/229b/11575932/2a408c7a47b2/nihms-2032882-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/229b/11575932/ddcdc3348883/nihms-2032882-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/229b/11575932/55bdc11462b0/nihms-2032882-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/229b/11575932/a6592ab2bfa8/nihms-2032882-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/229b/11575932/2a408c7a47b2/nihms-2032882-f0004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/229b/11575932/ddcdc3348883/nihms-2032882-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/229b/11575932/55bdc11462b0/nihms-2032882-f0002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/229b/11575932/a6592ab2bfa8/nihms-2032882-f0003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/229b/11575932/2a408c7a47b2/nihms-2032882-f0004.jpg

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本文引用的文献

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Social, Behavioral, and Metabolic Risk Factors and Racial Disparities in Cardiovascular Disease Mortality in U.S. Adults : An Observational Study.社会行为和代谢风险因素与美国成年人心血管疾病死亡率的种族差异:一项观察性研究。
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