Literature DB >> 35731891

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

Naoto Fujiwara1,2, Naoto Kubota1, Emilie Crouchet3, Bhuvaneswari Koneru1, Cesia A Marquez1, Arun K Jajoriya1, Gayatri Panda1, Tongqi Qian1, Shijia Zhu1, Nicolas Goossens4, Xiaochen Wang5, Shuang Liang5, Zhenyu Zhong5, Sara Lewis6, Bachir Taouli6, Myron E Schwartz7, Maria Isabel Fiel8, Amit G Singal1, Jorge A Marrero1,9, Austin J Fobar10, Neehar D Parikh10, Indu Raman11, Quan-Zhen Li11, Masataka Taguri12, Atsushi Ono13, Hiroshi Aikata13, Takashi Nakahara13, Hayato Nakagawa2, Yuki Matsushita2, Ryosuke Tateishi2, Kazuhiko Koike2, Masahiro Kobayashi14, Takaaki Higashi15, Shigeki Nakagawa15, Yo-Ichi Yamashita15, Toru Beppu15, Hideo Baba15, Hiromitsu Kumada14, Kazuaki Chayama16,17, Thomas F Baumert3, Yujin Hoshida1.   

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.

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Year:  2022        PMID: 35731891      PMCID: PMC9236162          DOI: 10.1126/scitranslmed.abo4474

Source DB:  PubMed          Journal:  Sci Transl Med        ISSN: 1946-6234            Impact factor:   19.319


  77 in total

Review 1.  The diagnosis and management of nonalcoholic fatty liver disease: Practice guidance from the American Association for the Study of Liver Diseases.

Authors:  Naga Chalasani; Zobair Younossi; Joel E Lavine; Michael Charlton; Kenneth Cusi; Mary Rinella; Stephen A Harrison; Elizabeth M Brunt; Arun J Sanyal
Journal:  Hepatology       Date:  2017-09-29       Impact factor: 17.425

2.  CellPhoneDB: inferring cell-cell communication from combined expression of multi-subunit ligand-receptor complexes.

Authors:  Mirjana Efremova; Miquel Vento-Tormo; Sarah A Teichmann; Roser Vento-Tormo
Journal:  Nat Protoc       Date:  2020-02-26       Impact factor: 13.491

3.  SPOTlight: seeded NMF regression to deconvolute spatial transcriptomics spots with single-cell transcriptomes.

Authors:  Marc Elosua-Bayes; Paula Nieto; Elisabetta Mereu; Ivo Gut; Holger Heyn
Journal:  Nucleic Acids Res       Date:  2021-05-21       Impact factor: 16.971

4.  Prospective Study of Outcomes in Adults with Nonalcoholic Fatty Liver Disease.

Authors:  Arun J Sanyal; Mark L Van Natta; Jeanne Clark; Brent A Neuschwander-Tetri; AnnaMae Diehl; Srinivasan Dasarathy; Rohit Loomba; Naga Chalasani; Kris Kowdley; Bilal Hameed; Laura A Wilson; Katherine P Yates; Patricia Belt; Mariana Lazo; David E Kleiner; Cynthia Behling; James Tonascia
Journal:  N Engl J Med       Date:  2021-10-21       Impact factor: 176.079

Review 5.  IDO in the Tumor Microenvironment: Inflammation, Counter-Regulation, and Tolerance.

Authors:  David H Munn; Andrew L Mellor
Journal:  Trends Immunol       Date:  2016-01-31       Impact factor: 16.687

6.  Cancer Risk in Patients With Biopsy-Confirmed Nonalcoholic Fatty Liver Disease: A Population-Based Cohort Study.

Authors:  Tracey G Simon; Bjorn Roelstraete; Rajani Sharma; Hamed Khalili; Hannes Hagström; Jonas F Ludvigsson
Journal:  Hepatology       Date:  2021-08-25       Impact factor: 17.425

7.  Nearest template prediction: a single-sample-based flexible class prediction with confidence assessment.

Authors:  Yujin Hoshida
Journal:  PLoS One       Date:  2010-11-23       Impact factor: 3.240

8.  Autophagy is a gatekeeper of hepatic differentiation and carcinogenesis by controlling the degradation of Yap.

Authors:  Youngmin A Lee; Luke A Noon; Kemal M Akat; Maria D Ybanez; Ting-Fang Lee; Marie-Luise Berres; Naoto Fujiwara; Nicolas Goossens; Hsin-I Chou; Fatemeh P Parvin-Nejad; Bilon Khambu; Elisabeth G M Kramer; Ronald Gordon; Cathie Pfleger; Doris Germain; Gareth R John; Kirk N Campbell; Zhenyu Yue; Xiao-Ming Yin; Ana Maria Cuervo; Mark J Czaja; M Isabel Fiel; Yujin Hoshida; Scott L Friedman
Journal:  Nat Commun       Date:  2018-11-23       Impact factor: 17.694

9.  Benefits and Harms of Hepatocellular Carcinoma Surveillance in a Prospective Cohort of Patients With Cirrhosis.

Authors:  Amit G Singal; Sruthi Patibandla; Joseph Obi; Hannah Fullington; Neehar D Parikh; Adam C Yopp; Jorge A Marrero
Journal:  Clin Gastroenterol Hepatol       Date:  2020-09-10       Impact factor: 13.576

10.  Single cell RNA sequencing of human liver reveals distinct intrahepatic macrophage populations.

Authors:  Sonya A MacParland; Jeff C Liu; Xue-Zhong Ma; Brendan T Innes; Agata M Bartczak; Blair K Gage; Justin Manuel; Nicholas Khuu; Juan Echeverri; Ivan Linares; Rahul Gupta; Michael L Cheng; Lewis Y Liu; Damra Camat; Sai W Chung; Rebecca K Seliga; Zigong Shao; Elizabeth Lee; Shinichiro Ogawa; Mina Ogawa; Michael D Wilson; Jason E Fish; Markus Selzner; Anand Ghanekar; David Grant; Paul Greig; Gonzalo Sapisochin; Nazia Selzner; Neil Winegarden; Oyedele Adeyi; Gordon Keller; Gary D Bader; Ian D McGilvray
Journal:  Nat Commun       Date:  2018-10-22       Impact factor: 14.919

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  1 in total

Review 1.  How Far beyond Diabetes Can the Benefits of Glucagon-like Peptide-1 Receptor Agonists Go? A Review of the Evidence on Their Effects on Hepatocellular Carcinoma.

Authors:  Konstantinos Arvanitakis; Theocharis Koufakis; Kalliopi Kotsa; Georgios Germanidis
Journal:  Cancers (Basel)       Date:  2022-09-24       Impact factor: 6.575

  1 in total

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