Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas , TX 75390, USA.
Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo 113-8655, Japan.
Sci Transl Med. 2022 Jun 22;14(650):eabo4474. doi: 10.1126/scitranslmed.abo4474.
Prediction of hepatocellular carcinoma (HCC) risk is an urgent unmet need in patients with nonalcoholic fatty liver disease (NAFLD). In cohorts of 409 patients with NAFLD from multiple global regions, we defined and validated hepatic transcriptome and serum secretome signatures predictive of long-term HCC risk in patients with NAFLD. A 133-gene signature, prognostic liver signature (PLS)-NAFLD, predicted incident HCC over up to 15 years of longitudinal observation. High-risk PLS-NAFLD was associated with IDO1 dendritic cells and dysfunctional CD8 T cells in fibrotic portal tracts along with impaired metabolic regulators. PLS-NAFLD was validated in independent cohorts of patients with NAFLD who were HCC naïve (HCC incidence rates at 15 years were 22.7 and 0% in high- and low-risk patients, respectively) or HCC experienced (de novo HCC recurrence rates at 5 years were 71.8 and 42.9% in high- and low-risk patients, respectively). PLS-NAFLD was bioinformatically translated into a four-protein secretome signature, PLSec-NAFLD, which was validated in an independent cohort of HCC-naïve patients with NAFLD and cirrhosis (HCC incidence rates at 15 years were 37.6 and 0% in high- and low-risk patients, respectively). Combination of PLSec-NAFLD with our previously defined etiology-agnostic PLSec-AFP yielded improved HCC risk stratification. PLS-NAFLD was modified by bariatric surgery, lipophilic statin, and IDO1 inhibitor, suggesting that the signature can be used for drug discovery and as a surrogate end point in HCC chemoprevention clinical trials. Collectively, PLS/PLSec-NAFLD may enable NAFLD-specific HCC risk prediction and facilitate clinical translation of NAFLD-directed HCC chemoprevention.
预测肝细胞癌 (HCC) 风险是患有非酒精性脂肪性肝病 (NAFLD) 的患者的迫切未满足需求。在来自多个全球地区的 409 名 NAFLD 患者队列中,我们定义并验证了预测 NAFLD 患者长期 HCC 风险的肝转录组和血清分泌组特征。一个 133 个基因的特征,即预测性肝脏标志物 (PLS)-NAFLD,可预测长达 15 年的纵向观察中发生 HCC 的情况。高危 PLS-NAFLD 与纤维化门脉区中的 IDO1 树突状细胞和功能障碍的 CD8 T 细胞以及受损的代谢调节剂相关。PLS-NAFLD 在未经 HCC 治疗的 NAFLD 患者的独立队列中得到验证(15 年内高风险和低风险患者的 HCC 发生率分别为 22.7%和 0%)或患有 HCC 的患者(5 年内高风险和低风险患者的新发 HCC 复发率分别为 71.8%和 42.9%)。PLS-NAFLD 经过生物信息学转化为一种四蛋白分泌组特征,即 PLSec-NAFLD,在另一组未经 HCC 治疗的 NAFLD 和肝硬化患者中得到验证(15 年内高风险和低风险患者的 HCC 发生率分别为 37.6%和 0%)。将 PLSec-NAFLD 与我们之前定义的病因无关的 PLSec-AFP 相结合,可改善 HCC 风险分层。PLS-NAFLD 可通过减肥手术、亲脂性他汀类药物和 IDO1 抑制剂进行修饰,表明该标志物可用于药物发现,并作为 HCC 化学预防临床试验中的替代终点。综上所述,PLS/PLSec-NAFLD 可能实现 NAFLD 特异性 HCC 风险预测,并促进 NAFLD 导向的 HCC 化学预防的临床转化。