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Jiang X, Zhang Q, Zheng Z, Shen Z, Luo Q. Latent class analysis-derived classification for cancer-specific death stratification of hepatocellular carcinoma. Int J Cancer 2025; 157:325-335. [PMID: 40071657 DOI: 10.1002/ijc.35399] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2024] [Revised: 02/15/2025] [Accepted: 02/24/2025] [Indexed: 05/16/2025]
Abstract
The heterogeneity in prognostic survival and treatment response of hepatocellular carcinoma (HCC) limits the accurate assessment of HCC-specific mortality. This study aimed to identify potential HCC subtypes through latent class analysis (LCA) to improve HCC-specific mortality prediction and optimize treatment recommendations. We analyzed data from 7746 HCC patients in the Surveillance, Epidemiology, and End Results (SEER) databases, incorporating demographic and clinicopathological information and applying LCA to identify HCC subtypes. Prognostic survival and treatment response across different HCC subtypes were evaluated utilizing Cox proportional hazards regression and competing risks models. The classification was externally validated with data from 6791 patients. Four HCC subtypes (LCAC1-LCAC4) were determined. Compared with LCAC1, both LCAC2 (HR = 1.887, p < .001) and LCAC4 (HR = 1.317, p < .001) were associated with significantly shorter overall survival. LCAC2 had the highest HCC-specific mortality (HR: 2.395, p < .001), followed by LCAC4 (HR: 1.531, p < .001), and LCAC3 (HR: 1.424, p < .001). LCAC3 was associated with the lowest risk of non-HCC-specific mortality (HR: 0.613, p < .001). Surgical treatment, particularly preoperative systemic therapy, significantly improved survival across all HCC subtypes, whereas chemotherapy and radiotherapy had limited efficacy in LCAC1 and LCAC3 patients. External validation corroborated these findings. This study provides a classification system that differentiates HCC-specific mortality, facilitating accurate survival stratification and treatment recommendations, and provides valuable insight for clinical decision-making.
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Affiliation(s)
- Xiaoyan Jiang
- Department of Gestational and Toxic Hepatopathy, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China
| | - Qianyuan Zhang
- Department of Oncology Medicine, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China
| | - Ziying Zheng
- Department of Oncology Medicine, Fujian Medical University Union Hospital, Fuzhou, Fujian, People's Republic of China
| | - Zhiyong Shen
- Department of Radiotherapy, Fuzong Clinical Medical College of Fujian Medical University, Fuzhou, Fujian, People's Republic of China
- Department of Radiotherapy, The 900th Hospital of Joint Logistic Support Force, PLA, Fuzhou, Fujian, People's Republic of China
| | - Qiong Luo
- Department of Oncology Medicine, Mengchao Hepatobiliary Hospital of Fujian Medical University, Fuzhou, Fujian, People's Republic of China
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Suzuki H, Fujiwara N, Singal AG, Baumert TF, Chung RT, Kawaguchi T, Hoshida Y. Prevention of liver cancer in the era of next-generation antivirals and obesity epidemic. Hepatology 2025:01515467-990000000-01139. [PMID: 39808821 PMCID: PMC7617594 DOI: 10.1097/hep.0000000000001227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/15/2024] [Accepted: 10/07/2024] [Indexed: 01/16/2025]
Abstract
Preventive interventions are expected to substantially improve the prognosis of patients with primary liver cancer, predominantly HCC and cholangiocarcinoma. HCC prevention is challenging in the face of the evolving etiological landscape, particularly the sharp increase in obesity-associated metabolic disorders, including metabolic dysfunction-associated steatotic liver disease. Next-generation anti-HCV and HBV drugs have substantially reduced, but not eliminated, the risk of HCC and have given way to new challenges in identifying at-risk patients. The recent development of new therapeutic agents and modalities has opened unprecedented opportunities to refine primary, secondary, and tertiary HCC prevention strategies. For primary prevention (before exposure to risk factors), public health policies, such as universal HBV vaccination, have had a substantial prognostic impact. Secondary prevention (after or during active exposure to risk factors) includes regular HCC screening and chemoprevention. Emerging biomarkers and imaging modalities for HCC risk stratification and detection may enable individual risk-based personalized and cost-effective HCC screening. Clinical studies have suggested the potential utility of lipid-lowering, antidiabetic/obesity, and anti-inflammatory agents for secondary prevention, and some of them are being evaluated in prospective clinical trials. Computational and experimental studies have identified potential chemopreventive strategies directed at diverse molecular, cellular, and systemic targets for etiology-specific and/or agnostic interventions. Tertiary prevention (in conjunction with curative-intent therapies for HCC) is an area of active research with the development of new immune-based neoadjuvant/adjuvant therapies. Cholangiocarcinoma prevention may advance with recent efforts to elucidate risk factors. These advances will collectively lead to substantial improvements in liver cancer mortality rates.
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Affiliation(s)
- Hiroyuki Suzuki
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - Naoto Fujiwara
- Department of Gastroenterology and Hepatology, Graduate School of Medicine, Mie University, Tsu, Japan
| | - Amit G. Singal
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Thomas F. Baumert
- Inserm, U1110, Institute for Translational Medicine and Liver Diseases, University of Strasbourg, F-67000, France
- IHU Strasbourg, F-67000 Strasbourg, France
- Gastroenterology and Hepatology Service, Strasbourg University Hospitals, F-67000Strasbourg, France
| | - Raymond T. Chung
- Liver Center, GI Division, Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Takumi Kawaguchi
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - Yujin Hoshida
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
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Fu Y, Maccioni L, Wang XW, Greten TF, Gao B. Alcohol-associated liver cancer. Hepatology 2024; 80:1462-1479. [PMID: 38607725 DOI: 10.1097/hep.0000000000000890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Accepted: 03/28/2024] [Indexed: 04/14/2024]
Abstract
Heavy alcohol intake induces a wide spectrum of liver diseases ranging from steatosis, steatohepatitis, cirrhosis, and HCC. Although alcohol consumption is a well-known risk factor for the development, morbidity, and mortality of HCC globally, alcohol-associated hepatocellular carcinoma (A-HCC) is poorly characterized compared to viral hepatitis-associated HCC. Most A-HCCs develop after alcohol-associated cirrhosis (AC), but the direct carcinogenesis from ethanol and its metabolites to A-HCC remains obscure. The differences between A-HCC and HCCs caused by other etiologies have not been well investigated in terms of clinical prognosis, genetic or epigenetic landscape, molecular mechanisms, and heterogeneity. Moreover, there is a huge gap between basic research and clinical practice due to the lack of preclinical models of A-HCC. In the current review, we discuss the pathogenesis, heterogeneity, preclinical approaches, epigenetic, and genetic profiles of A-HCC, and discuss the current insights into and the prospects for future research on A-HCC. The potential effect of alcohol on cholangiocarcinoma and liver metastasis is also discussed.
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Affiliation(s)
- Yaojie Fu
- Laboratory of Liver Diseases, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland, USA
| | - Luca Maccioni
- Laboratory of Liver Diseases, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland, USA
| | - Xin Wei Wang
- Liver Carcinogenesis Section, Laboratory of Human Carcinogenesis, National Cancer Institute, NIH, Bethesda, Maryland, USA
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - Tim F Greten
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland, USA
- Gastrointestinal Malignancies Section, Thoracic and Gastrointestinal Malignancies Branch, National Cancer Institute, NIH, Bethesda, Maryland, USA
| | - Bin Gao
- Laboratory of Liver Diseases, National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, Maryland, USA
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4
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Hashida R, Golabi P, Ong J, Kawaguchi T, Younossi ZM. Alcohol and Metabolic Syndrome Interaction. Clin Liver Dis 2024; 28:601-620. [PMID: 39362710 DOI: 10.1016/j.cld.2024.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2024]
Abstract
Alcohol-related liver disease and metabolic-dysfunction-associated steatotic liver disease are the most common causes of chronic liver disease. Globally, alcohol intake, and metabolic syndrome driven by excessive caloric intake and sedentary lifestyle have steadily increased over the past decades. Given the high prevalence rates of both excessive alcohol consumption and components of metabolic syndrome, both can frequently coexist in the same individuals and impact their lives. In this article, we review the impact of alcohol and metabolic syndrome on liver-related outcomes.
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Affiliation(s)
- Ryuki Hashida
- Beatty Liver and Obesity Research Program, Inova Health System, 3300 Gallows Road, Falls Church, VA, USA; Division of Rehabilitation, Kurume University Hospital, Kurume 830-0011, Japan; Department of Orthopedics, Kurume University School of Medicine, Kurume 830-0011, Japan
| | - Pegah Golabi
- Beatty Liver and Obesity Research Program, Inova Health System, 3300 Gallows Road, Falls Church, VA, USA; The Global NASH Council, 2411 I Street, Washington DC, USA
| | - Janus Ong
- College of Medicine, University of the Philippines, Manila, Philippines; The Global NASH Council, 2411 I Street, Washington DC, USA
| | - Takumi Kawaguchi
- Division of Rehabilitation, Kurume University Hospital, Kurume 830-0011, Japan; Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume 830-0011, Japan
| | - Zobair M Younossi
- Beatty Liver and Obesity Research Program, Inova Health System, 3300 Gallows Road, Falls Church, VA, USA; The Global NASH Council, 2411 I Street, Washington DC, USA.
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Ha NB, Yao F. Alcohol and Hepatocellular Carcinoma. Clin Liver Dis 2024; 28:633-646. [PMID: 39362712 PMCID: PMC12037205 DOI: 10.1016/j.cld.2024.06.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/05/2024]
Abstract
Alcohol-associated liver disease (ALD) poses a significant risk for hepatocellular carcinoma (HCC), comprising various liver conditions from steatosis to cirrhosis. Despite accounting for a third of global HCC cases and deaths, ALD-related HCC lacks characterization compared to viral hepatitis-related HCC. Proposed mechanisms for ALD-related HCC include acetaldehyde toxicity, increased reactive oxygen species, and inflammation. This review examines ALD-associated HCC epidemiology, co-factors like viral hepatitis and metabolic syndrome, surveillance, and treatment challenges. Despite advances in screening and management, ALD-related HCC often presents at advanced stages, limiting treatment options and survival.
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Affiliation(s)
- Nghiem B Ha
- Hepatology, Liver Transplant, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Francisco, 505 Parnassus Avenue, S-357, San Francisco, CA 94112, USA
| | - Francis Yao
- Hepatology, Liver Transplant, Division of Gastroenterology and Hepatology, Department of Medicine, University of California, San Francisco, 505 Parnassus Avenue, S-357, San Francisco, CA 94112, USA.
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Lee YT, Fujiwara N, Yang JD, Hoshida Y. Risk stratification and early detection biomarkers for precision HCC screening. Hepatology 2023; 78:319-362. [PMID: 36082510 PMCID: PMC9995677 DOI: 10.1002/hep.32779] [Citation(s) in RCA: 60] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 08/25/2022] [Accepted: 08/28/2022] [Indexed: 12/08/2022]
Abstract
Hepatocellular carcinoma (HCC) mortality remains high primarily due to late diagnosis as a consequence of failed early detection. Professional societies recommend semi-annual HCC screening in at-risk patients with chronic liver disease to increase the likelihood of curative treatment receipt and improve survival. However, recent dynamic shift of HCC etiologies from viral to metabolic liver diseases has significantly increased the potential target population for the screening, whereas annual incidence rate has become substantially lower. Thus, with the contemporary HCC etiologies, the traditional screening approach might not be practical and cost-effective. HCC screening consists of (i) definition of rational at-risk population, and subsequent (ii) repeated application of early detection tests to the population at regular intervals. The suboptimal performance of the currently available HCC screening tests highlights an urgent need for new modalities and strategies to improve early HCC detection. In this review, we overview recent developments of clinical, molecular, and imaging-based tools to address the current challenge, and discuss conceptual framework and approaches of their clinical translation and implementation. These encouraging progresses are expected to transform the current "one-size-fits-all" HCC screening into individualized precision approaches to early HCC detection and ultimately improve the poor HCC prognosis in the foreseeable future.
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Affiliation(s)
- Yi-Te Lee
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California
| | - Naoto Fujiwara
- Liver Tumor Translational Research Program, Simmons Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California; Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, Los Angeles, California; Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Yujin Hoshida
- Liver Tumor Translational Research Program, Simmons Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
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