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Molecular Signature Predictive of Long-Term Liver Fibrosis Progression to Inform Antifibrotic Drug Development.分子特征可预测长期肝纤维化向抗纤维化药物发展。
Gastroenterology. 2022 Apr;162(4):1210-1225. doi: 10.1053/j.gastro.2021.12.250. Epub 2021 Dec 22.
2
Prospective Study of Outcomes in Adults with Nonalcoholic Fatty Liver Disease.非酒精性脂肪性肝病成人患者结局的前瞻性研究。
N Engl J Med. 2021 Oct 21;385(17):1559-1569. doi: 10.1056/NEJMoa2029349.
3
GALAD demonstrates high sensitivity for HCC surveillance in a cohort of patients with cirrhosis.GALAD 在肝硬化患者队列中对 HCC 监测具有很高的灵敏度。
Hepatology. 2022 Mar;75(3):541-549. doi: 10.1002/hep.32185. Epub 2021 Dec 17.
4
A human liver cell-based system modeling a clinical prognostic liver signature for therapeutic discovery.基于人源肝细胞的系统,用于对临床预后相关肝脏标志物进行建模,以发现治疗药物。
Nat Commun. 2021 Sep 17;12(1):5525. doi: 10.1038/s41467-021-25468-9.
5
A blood-based prognostic liver secretome signature and long-term hepatocellular carcinoma risk in advanced liver fibrosis.基于血液的预后性肝脏分泌组学标志物与晚期肝纤维化患者的长期肝细胞癌风险
Med. 2021 Jul 9;2(7):836-850.e10. doi: 10.1016/j.medj.2021.03.017. Epub 2021 Apr 21.
6
Chemopreventive Effect of Statin on Hepatocellular Carcinoma in Patients With Nonalcoholic Steatohepatitis Cirrhosis.他汀类药物对非酒精性脂肪性肝炎肝硬化患者肝细胞癌的化学预防作用。
Am J Gastroenterol. 2021 Nov 1;116(11):2258-2269. doi: 10.14309/ajg.0000000000001347.
7
Integrated analysis of multimodal single-cell data.多模态单细胞数据的综合分析。
Cell. 2021 Jun 24;184(13):3573-3587.e29. doi: 10.1016/j.cell.2021.04.048. Epub 2021 May 31.
8
Single-cell RNA sequencing of human liver reveals hepatic stellate cell heterogeneity.对人类肝脏进行单细胞RNA测序揭示了肝星状细胞的异质性。
JHEP Rep. 2021 Mar 21;3(3):100278. doi: 10.1016/j.jhepr.2021.100278. eCollection 2021 Jun.
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XCR1 type 1 conventional dendritic cells drive liver pathology in non-alcoholic steatohepatitis.XCR1 型 1 类传统树突状细胞驱动非酒精性脂肪性肝炎的肝脏病变。
Nat Med. 2021 Jun;27(6):1043-1054. doi: 10.1038/s41591-021-01344-3. Epub 2021 May 20.
10
Mechanisms and disease consequences of nonalcoholic fatty liver disease.非酒精性脂肪性肝病的机制及疾病后果
Cell. 2021 May 13;184(10):2537-2564. doi: 10.1016/j.cell.2021.04.015.

非酒精性脂肪性肝病中长期肝细胞癌风险的分子特征。

Molecular signatures of long-term hepatocellular carcinoma risk in nonalcoholic fatty liver disease.

机构信息

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.

出版信息

Sci Transl Med. 2022 Jun 22;14(650):eabo4474. doi: 10.1126/scitranslmed.abo4474.

DOI:10.1126/scitranslmed.abo4474
PMID:35731891
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9236162/
Abstract

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.

摘要

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。