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A blood-based prognostic liver secretome signature and long-term hepatocellular carcinoma risk in advanced liver fibrosis.
Fujiwara, Naoto; Kobayashi, Masahiro; Fobar, Austin J; Hoshida, Ayaka; Marquez, Cesia A; Koneru, Bhuvaneswari; Panda, Gayatri; Taguri, Masataka; Qian, Tongqi; Raman, Indu; Li, Quan-Zhen; Hoshida, Hiroki; Sezaki, Hitomi; Kumada, Hiromitsu; Tateishi, Ryosuke; Yokoo, Takeshi; Yopp, Adam C; Chung, Raymond T; Fuchs, Bryan C; Baumert, Thomas F; Marrero, Jorge A; Parikh, Neehar D; Zhu, Shijia; Singal, Amit G; Hoshida, Yujin.
Afiliação
  • Fujiwara N; Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Kobayashi M; Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, 113-8655, Japan.
  • Fobar AJ; Department of Hepatology, Toranomon Hospital, Tokyo, 105-8470, Japan.
  • Hoshida A; Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI, 48109, U.S.
  • Marquez CA; Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Koneru B; Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Panda G; Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Taguri M; Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Qian T; Department of Data Science, School of Data Science, Yokohama City University, Kanagawa, 236-0027, Japan.
  • Raman I; Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Li QZ; Microarray Core Facility, Department of Immunology, BioCenter, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Hoshida H; Microarray Core Facility, Department of Immunology, BioCenter, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Sezaki H; Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Kumada H; Department of Hepatology, Toranomon Hospital, Tokyo, 105-8470, Japan.
  • Tateishi R; Department of Hepatology, Toranomon Hospital, Tokyo, 105-8470, Japan.
  • Yokoo T; Department of Gastroenterology, Graduate School of Medicine, The University of Tokyo, Tokyo, 113-8655, Japan.
  • Yopp AC; Department of Radiology, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Chung RT; Division of Surgical Oncology, Department of Surgery, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Fuchs BC; Gastrointestinal Unit, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, U.S.
  • Baumert TF; Division of Surgical Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, 02114, U.S.
  • Marrero JA; Ferring Pharmaceuticals, San Diego, CA, 92121, U.S.
  • Parikh ND; Inserm, U1110, Institut de Recherche sur les Maladies Virales et Hépatiques, University of Strasbourg and IHU, Pole Hépato-digestif, Strasbourg University Hospitals, Strasbourg, 67200, France.
  • Zhu S; Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
  • Singal AG; Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, MI, 48109, U.S.
  • Hoshida Y; Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, 75390, U.S.
Med ; 2(7): 836-850.e10, 2021 07 09.
Article em En | MEDLINE | ID: mdl-34318286
BACKGROUND: Accurate non-invasive prediction of long-term hepatocellular carcinoma (HCC) risk in advanced liver fibrosis is urgently needed for cost-effective HCC screening; however, this currently remains an unmet need. METHODS: A serum-protein-based prognostic liver secretome signature (PLSec) was bioinformatically derived from previously validated hepatic transcriptome signatures and optimized in 79 patients with advanced liver fibrosis. We independently validated PLSec for HCC risk in 331 cirrhosis patients with mixed etiologies (validation set 1 [V1]) and thereafter developed a score with clinical prognostic variables. The score was then validated in two independent cohorts: validation set 2 (V2): 164 patients with advanced liver fibrosis due to hepatitis C virus (HCV) infection cured after direct-acting antiviral therapy; validation set 3 (V3): 146 patients with advanced liver fibrosis with successfully-treated HCC and cured HCV infection. FINDINGS: An 8-protein blood-based PLSec recapitulated transcriptome-based hepatic HCC risk status. In V1, PLSec was significantly associated with incident HCC risk (adjusted hazard ratio [aHR], 2.35; 95% confidence interval [CI], 1.30-4.23). A composite score with serum alpha-fetoprotein (PLSec-AFP) was defined in V1, and validated in V2 (adjusted odds ratio, 3.80 [95%CI, 1.66-8.66]) and V3 (aHR, 3.08 [95%CI, 1.78-5.31]; c-index, 0.74). PLSec-AFP outperformed AFP alone (Brier score, 0.165 vs. 0.186 in V2; 0.196 vs. 0.206 in V3, respectively). CONCLUSIONS: The blood-based PLSec-AFP can accurately stratify patients with advanced liver fibrosis for long-term HCC risk and thereby guide risk-based tailored HCC screening.
Assuntos

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Hepatite C / Carcinoma Hepatocelular / Hepatite C Crônica / Neoplasias Hepáticas Tipo de estudo: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Med Ano de publicação: 2021 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Hepatite C / Carcinoma Hepatocelular / Hepatite C Crônica / Neoplasias Hepáticas Tipo de estudo: Diagnostic_studies / Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Med Ano de publicação: 2021 Tipo de documento: Article