Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas.
Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas; Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
Gastroenterology. 2022 Apr;162(4):1210-1225. doi: 10.1053/j.gastro.2021.12.250. Epub 2021 Dec 22.
BACKGROUND & AIMS: There is a major unmet need to assess the prognostic impact of antifibrotics in clinical trials because of the slow rate of liver fibrosis progression. We aimed to develop a surrogate biomarker to predict future fibrosis progression.
A fibrosis progression signature (FPS) was defined to predict fibrosis progression within 5 years in patients with hepatitis C virus and nonalcoholic fatty liver disease (NAFLD) with no to minimal fibrosis at baseline (n = 421) and was validated in an independent NAFLD cohort (n = 78). The FPS was used to assess response to 13 candidate antifibrotics in organotypic ex vivo cultures of clinical fibrotic liver tissues (n = 78) and cenicriviroc in patients with nonalcoholic steatohepatitis enrolled in a clinical trial (n = 19, NCT02217475). A serum protein-based surrogate FPS was developed and tested in a cohort of compensated cirrhosis patients (n = 122).
A 20-gene FPS was defined and validated in an independent NAFLD cohort (adjusted odds ratio, 10.93; area under the receiver operating characteristic curve, 0.86). Among computationally inferred fibrosis-driving FPS genes, BCL2 was confirmed as a potential pharmacologic target using clinical liver tissues. Systematic ex vivo evaluation of 13 candidate antifibrotics identified rational combination therapies based on epigallocatechin gallate, which were validated for enhanced antifibrotic effect in ex vivo culture of clinical liver tissues. In patients with nonalcoholic steatohepatitis treated with cenicriviroc, FPS modulation was associated with 1-year fibrosis improvement accompanied by suppression of the E2F pathway. Induction of the PPARα pathway was absent in patients without fibrosis improvement, suggesting a benefit of combining PPARα agonism to improve the antifibrotic efficacy of cenicriviroc. A 7-protein serum protein-based surrogate FPS was associated with the development of decompensation in cirrhosis patients.
The FPS predicts long-term fibrosis progression in an etiology-agnostic manner, which can inform antifibrotic drug development.
由于肝纤维化进展缓慢,临床上需要评估抗纤维化药物的预后影响,但目前仍存在重大未满足需求。我们旨在开发一种替代生物标志物来预测未来的纤维化进展。
本研究定义了一种纤维化进展标志物(FPS),用于预测基线时无或仅有轻微纤维化的丙型肝炎病毒和非酒精性脂肪性肝病(NAFLD)患者在 5 年内的纤维化进展(n=421),并在独立的 NAFLD 队列中进行了验证(n=78)。该 FPS 用于评估 78 例临床纤维化肝脏组织的器官型体外培养中 13 种候选抗纤维化药物以及非酒精性脂肪性肝炎患者临床试验(NCT02217475)中 cenicriviroc 的反应。开发了一种基于血清蛋白的替代 FPS 并在代偿性肝硬化患者队列中进行了测试(n=122)。
在独立的 NAFLD 队列中定义和验证了一个 20 基因的 FPS(调整后的优势比,10.93;接受者操作特征曲线下面积,0.86)。在计算推断的纤维化驱动 FPS 基因中,BCL2 被确认为临床肝脏组织中一种潜在的药物靶点。对 13 种候选抗纤维化药物的系统体外评估确定了基于表没食子儿茶素没食子酸酯的合理联合治疗方案,并在临床肝脏组织的体外培养中验证了这些方案增强抗纤维化的效果。在接受 cenicriviroc 治疗的非酒精性脂肪性肝炎患者中,FPS 调节与 1 年的纤维化改善相关,同时抑制 E2F 通路。在纤维化无改善的患者中,PPARα 通路的诱导缺失,表明联合 PPARα 激动剂可提高 cenicriviroc 的抗纤维化疗效。基于 7 种蛋白的血清蛋白替代 FPS 与肝硬化患者失代偿的发展相关。
该 FPS 以病因不明的方式预测长期纤维化进展,可用于指导抗纤维化药物的开发。