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

被引:47
|
作者
Fujiwara, Naoto [1 ,2 ]
Kubota, Naoto [1 ]
Crouchet, Emilie [3 ,4 ]
Koneru, Bhuvaneswari [1 ]
Marquez, Cesia A. [1 ]
Jajoriya, Arun K. [1 ]
Panda, Gayatri [1 ]
Qian, Tongqi [1 ]
Zhu, Shijia [1 ]
Goossens, Nicolas [5 ]
Wang, Xiaochen [6 ]
Liang, Shuang [6 ]
Zhong, Zhenyu [6 ]
Lewis, Sara [7 ]
Taouli, Bachir [7 ]
Schwartz, Myron E. [8 ]
Fiel, Maria Isabel [9 ]
Singal, Amit G. [1 ]
Marrero, Jorge A. [1 ,10 ]
Fobar, Austin J. [11 ]
Parikh, Neehar D. [11 ]
Raman, Indu [12 ]
Li, Quan-Zhen [12 ]
Taguri, Masataka [13 ]
Ono, Atsushi [14 ]
Aikata, Hiroshi [14 ]
Nakahara, Takashi [14 ]
Nakagawa, Hayato [2 ]
Matsushita, Yuki [2 ]
Tateishi, Ryosuke [2 ]
Koike, Kazuhiko [2 ]
Kobayashi, Masahiro [15 ]
Higashi, Takaaki [16 ]
Nakagawa, Shigeki [16 ]
Yamashita, Yo-ichi [16 ]
Beppu, Toru [16 ]
Baba, Hideo [16 ]
Kumada, Hiromitsu [15 ]
Chayama, Kazuaki [17 ,18 ]
Baumert, Thomas F. [3 ,4 ]
Hoshida, Yujin [1 ]
机构
[1] Univ Texas Southwestern Med Ctr Dallas, Dept Internal Med, Div Digest & Liver Dis, Dallas, TX 75390 USA
[2] Univ Tokyo, Grad Sch Med, Dept Gastroenterol, Tokyo 1138655, Japan
[3] Univ Strasbourg, INSERM, U1110, Inst Rech Sur Malad Virales & Hepat, F-67000 Strasbourg, France
[4] Strasbourg Univ Hosp, IHU, Pole Hepatodigestif, F-67000 Strasbourg, France
[5] Geneva Univ Hosp, Div Gastroenterol & Hepatol, CH-44041 Geneva, Switzerland
[6] Univ Texas Southwestern Med Ctr Dallas, Dept Immunol, Dallas, TX 75390 USA
[7] Icahn Sch Med Mt Sinai, Dept Radiol, New York, NY 10029 USA
[8] Icahn Sch Med Mt Sinai, Dept Surg, New York, NY 10029 USA
[9] Icahn Sch Med Mt Sinai, Dept Pathol, New York, NY 10029 USA
[10] Univ Penn, Perelman Sch Med, Div Gastroenterol, Philadelphia, PA 19104 USA
[11] Univ Michigan, Div Gastroenterol & Hepatol, Ann Arbor, MI 48109 USA
[12] Univ Texas Southwestern Med Ctr Dallas, Bioctr, Dept Immunol, Microarray Core Facil, Dallas, TX 75390 USA
[13] Yokohama City Univ, Sch Data Sci, Dept Data Sci, Yokohama, Kanagawa 2360027, Japan
[14] Hiroshima Univ, Grad Sch Biomed & Hlth Sci, Dept Gastroenterol & Metab, Hiroshima 7348551, Japan
[15] Toranomon Gen Hosp, Dept Hepatol, Tokyo 1050001, Japan
[16] Kumamoto Univ, Grad Sch Med Sci, Dept Gastroenterol Surg, Kumamoto 8608555, Japan
[17] Hiroshima Univ, Res Ctr Hepatol & Gastroenterol, Collaborat Res Lab Med Innovat, Hiroshima 7348551, Japan
[18] RIKEN Ctr Integrat Med Sci, Yokohama, Kanagawa 2300045, Japan
关键词
GENE-EXPRESSION SIGNATURE; SECRETOME SIGNATURE; TRANSCRIPTOME; SURVIVAL; PREDICT; SCORE; PREVENTION; CIRRHOSIS; DATABASE; RELAPSE;
D O I
10.1126/scitranslmed.abo4474
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
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 naive (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-naive 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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页数:12
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