FIB-4作为时变协变量及其与初级保健中严重肝脏疾病的关联:时变Cox回归分析

IF 2.8 4区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY Journal of clinical gastroenterology Pub Date : 2024-10-01 DOI:10.1097/MCG.0000000000001935
Andrew D Schreiner, Jingwen Zhang, William P Moran, David G Koch, Justin Marsden, Sherry Livingston, Chloe Bays, Patrick D Mauldin, Mulugeta Gebregziabher
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引用次数: 0

摘要

背景和目的:在初级保健中,纤维化-4指数(FIB-4)已经证明与严重肝脏疾病(SLD)的预后有很强的相关性,但之前的研究仅使用1或2个FIB-4评分来评估这种关系。在本研究中,我们使用时变Cox回归模型确定FIB-4作为时变协变量与SLD风险的关联。研究:这项回顾性队列研究纳入了2012年至2021年间FIB-4评分至少为2分的初级保健患者。结果是SLD事件的发生,肝硬化、肝硬化并发症、肝细胞癌和肝移植的复合。主要预测因子是FIB-4晚期纤维化风险,分类为低(结果:在队列中,20,828例患者FIB-4评分中位数为5 (IQR: 3至11),3% (n=667)在随访期间出现SLD结局。最大FIB-4评分为不确定评分,34%(7149)为高危评分,24%(4971)为高危评分,32%(6692)患者的纤维化风险类别与其指数值相比有所增加。调整后的Cox回归模型显示,不确定风险比为3.21;95% CI 2.33-4.42)和高风险(风险比20.36;(95% CI 15.03-27.57) FIB-4评分与SLD结局相关。结论:在初级保健中,每位患者可获得多个FIB-4值,FIB-4纤维化风险评估随时间变化,当将FIB-4作为时变变量考虑时,高风险FIB-4评分(≥2.67)与严重肝病结局密切相关。
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FIB-4 as a Time-varying Covariate and Its Association With Severe Liver Disease in Primary Care: A Time-dependent Cox Regression Analysis.

Background and goals: The Fibrosis-4 Index (FIB-4) has demonstrated a strong association with severe liver disease (SLD) outcomes in primary care, but previous studies have only evaluated this relationship using 1 or 2 FIB-4 scores. In this study, we determined the association of FIB-4 as a time-varying covariate with SLD risk using time-dependent Cox regression models.

Study: This retrospective cohort study included primary care patients with at least 2 FIB-4 scores between 2012 and 2021. The outcome was the occurrence of an SLD event, a composite of cirrhosis, complications of cirrhosis, hepatocellular carcinoma, and liver transplantation. The primary predictor was FIB-4 advanced fibrosis risk, categorized as low-(<1.3), indeterminate-(1.3≤FIB to 4<2.67), and high-risk (≥2.67). FIB-4 scores were calculated and the index, last, and maximum FIB-4s were identified. Time-dependent Cox regression models were used to estimate hazard ratios (HR) and their corresponding 95% CI with adjustment for potentially confounding covariates.

Results: In the cohort, 20,828 patients had a median of 5 (IQR: 3 to 11) FIB-4 scores each and 3% (n=667) suffered an SLD outcome during follow-up. Maximum FIB-4 scores were indeterminate-risk for 34% (7149) and high-risk for 24% (4971) of the sample, and 32% (6692) of patients had an increase in fibrosis risk category compared with their index value. The adjusted Cox regression model demonstrated an association between indeterminate- (hazard ratio 3.21; 95% CI 2.33-4.42) and high-risk (hazard ratio 20.36; 95% CI 15.03-27.57) FIB-4 scores with SLD outcomes.

Conclusions: Multiple FIB-4 values per patient are accessible in primary care, FIB-4 fibrosis risk assessments change over time, and high-risk FIB-4 scores (≥2.67) are strongly associated with severe liver disease outcomes when accounting for FIB-4 as a time-varying variable.

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来源期刊
Journal of clinical gastroenterology
Journal of clinical gastroenterology 医学-胃肠肝病学
CiteScore
5.60
自引率
3.40%
发文量
339
审稿时长
3-8 weeks
期刊介绍: Journal of Clinical Gastroenterology gathers the world''s latest, most relevant clinical studies and reviews, case reports, and technical expertise in a single source. Regular features include cutting-edge, peer-reviewed articles and clinical reviews that put the latest research and development into the context of your practice. Also included are biographies, focused organ reviews, practice management, and therapeutic recommendations.
期刊最新文献
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