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ADAPT: An Algorithm Incorporating PRO‐C3 Accurately Identifies Patients With NAFLD and Advanced Fibrosis

非酒精性脂肪肝 纤维化 医学 内科学 胃肠病学 生物标志物 置信区间 优势比 阶段(地层学) 队列 接收机工作特性 计算机科学 肝活检 疾病严重程度 算法 疾病 脂肪肝 活检 生物 生物化学 古生物学
作者
Samuel J. Daniels,Diana Julie Leeming,Mohammed Eslam,Ahmed M. Hashem,Mette Juul Nielsen,Aleksander Krag,M.A. Karsdal,Jane I. Grove,Indra Neil Guha,Takumi Kawaguchi,Takuji Torimura,Duncan McLeod,Jun Akiba,Philip Kaye,Bastiaan de Boer,Guruprasad P. Aithal,Leon A. Adams,Jacob George
出处
期刊:Hepatology [Wiley]
卷期号:69 (3): 1075-1086 被引量:208
标识
DOI:10.1002/hep.30163
摘要

Given the high global prevalence of nonalcoholic fatty liver disease (NAFLD), the need for relevant noninvasive biomarkers and algorithms to accurately stage disease severity is a critical unmet medical need. Identifying those with advanced fibrosis (≥ F3) is the most crucial, as these individuals have the greatest risk of adverse, long‐term, liver‐related outcomes. We aimed to investigate the role of PRO‐C3 (a marker of type III collagen formation) as a biomarker for advanced fibrosis in NAFLD. We measured PRO‐C3 by enzyme‐linked immunosorbent assay in two large independent cohorts with extensive clinical phenotyping and liver biopsy: 150 in the derivation and 281 in the validation cohort. A PRO‐C3‐based fibrosis algorithm that included a ge, presence of d i a betes, P RO‐C3, and pla t elet count (ADAPT) was developed. PRO‐C3 increased with fibrosis stage (Rho 0.50; P < 0.0001) and was independently associated with advanced fibrosis (odds ratio = 1.05; 95% confidence interval [CI] 1.02‐1.08; P = 0.003). ADAPT showed areas under the receiver operating characteristics curve of 0.86 (95% CI 0.79‐0.91) in the derivation and 0.87 in the validation cohort (95% CI 0.83‐0.91) for advanced fibrosis. This was superior to the existing fibrosis scores, aspartate aminotransferase to platelet ratio index (APRI), FIB‐4, and NAFLD fibrosis score (NFS) in most comparisons. Conclusion: PRO‐C3 is an independent predictor of fibrosis stage in NAFLD. A PRO‐C3‐based score (ADAPT) accurately identifies patients with NAFLD and advanced fibrosis and is superior to APRI, FIB‐4, and NFS.
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