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Giri S, Choudhury A, Praharaj DL, Singh A, Vaidya A, Harindranath S, Anirvan P, Kalia S, Shukla A. Changing Etiological Spectrum of Hepatocellular Carcinoma in India-A Systematic Review and Meta-analysis. J Clin Exp Hepatol 2024; 14:101391. [PMID: 38559423 PMCID: PMC10979108 DOI: 10.1016/j.jceh.2024.101391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 02/28/2024] [Indexed: 04/04/2024] Open
Abstract
Background Recent studies from both India and outside India have shown a change in the etiological profile of hepatocellular carcinoma (HCC). We aimed to analyze the etiological spectrum and changing trends of HCC etiology in India using a systematic review of current literature and meta-analysis. Methods Electronic databases of PubMed/Medline, Scopus, and Embase were searched from inception to July 2023 for studies reporting the data on the etiology of HCC from India. The pooled proportions with 95% confidence interval were calculated using summative statistics. Results A total of 60 studies (n = 12,327) were included in the final analysis. The pooled proportions of HCC cases with at least one positive and negative viral marker were 56.0 (49.5-62.6) and 43.1% (36.5-49.8), respectively. The pooled proportion of HCC cases with positive hepatitis B virus (HBV) markers was 41.0 (35.8-46.1), while those with positive markers for hepatitis C virus were 20.3 (17.0-23.6). The pooled proportion of cases with HCC with significant alcohol intake was 19.0% (15.6-22.4), and those related to nonalcoholic fatty liver disease (NAFLD) were 16.9% (12.1-21.7). Around 7.9% (5.8-10.0) of the cases had HCC with multiple etiologies. Subgroup analysis showed a significant variation with the location of the study based on zone. Meta-regression analysis based on publication year (1990-2023) showed a significant reduction in the proportion of cases with HBV and an increase in cases with NAFLD. In contrast, the proportion of cases with hepatitis C virus and alcohol did not change significantly. Conclusion Viral hepatitis is the most common etiology of HCC in India, predominantly HBV. The proportions of cases with HCC related to NAFLD are increasing, and those related to HBV are declining.
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Affiliation(s)
- Suprabhat Giri
- Department of Gastroenterology and Hepatology, Kalinga Institute of Medical Sciences, Bhubaneswar, India
| | - Ashok Choudhury
- Department of Hepatology, Institute of Liver and Biliary Sciences, New Delhi, India
| | - Dibya L Praharaj
- Department of Gastroenterology and Hepatology, Kalinga Institute of Medical Sciences, Bhubaneswar, India
| | - Ankita Singh
- Department of Gastroenterology, Seth GS Medical College and KEM Hospital, Mumbai, India
| | - Arun Vaidya
- Department of Gastroenterology, Seth GS Medical College and KEM Hospital, Mumbai, India
| | - Sidharth Harindranath
- Department of Gastroenterology, Seth GS Medical College and KEM Hospital, Mumbai, India
| | - Prajna Anirvan
- Department of Gastroenterology, All India Institute of Medical Sciences, Bhubaneswar, India
| | - Shivam Kalia
- Department of Gastroenterology and Hepatology, Kalinga Institute of Medical Sciences, Bhubaneswar, India
| | - Akash Shukla
- Department of Gastroenterology, Seth GS Medical College and KEM Hospital, Mumbai, India
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Peng G, Cao X, Huang X, Zhou X. Radiomics and machine learning based on preoperative MRI for predicting extrahepatic metastasis in hepatocellular carcinoma patients treated with transarterial chemoembolization. Eur J Radiol Open 2024; 12:100551. [PMID: 38347937 PMCID: PMC10859286 DOI: 10.1016/j.ejro.2024.100551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Revised: 01/14/2024] [Accepted: 01/15/2024] [Indexed: 02/15/2024] Open
Abstract
Purpose To develop and validate a radiomics machine learning (Rad-ML) model based on preoperative MRI to predict extrahepatic metastasis (EHM) in hepatocellular carcinoma (HCC) patients receiving transarterial chemoembolization (TACE) treatment. Methods A total of 355 HCC patients who received multiple TACE procedures were split at random into a training set and a test set at a 7:3 ratio. Radiomic features were calculated from tumor and peritumor in arterial phase and portal venous phase, and were identified using intraclass correlation coefficient, maximal relevance and minimum redundancy, and least absolute shrinkage and selection operator techniques. Cox regression analysis was employed to determine the clinical model. The best-performing algorithm among eight machine learning methods was used to construct the Rad-ML model. A nomogram combining clinical and Rad-ML parameters was used to develop a combined model. Model performance was evaluated using C-index, decision curve analysis, calibration plot, and survival analysis. Results In clinical model, elevated neutrophil to lymphocyte ratio and alpha-fetoprotein were associated with faster EHM. The XGBoost-based Rad-ML model demonstrated the best predictive performance for EHM. When compared to the clinical model, both the Rad-ML model and the combination model performed better (C-indexes of 0.61, 0.85, and 0.86 in the training set, and 0.62, 0.82, and 0.83 in the test set, respectively). However, the combined model's and the Rad-ML model's prediction performance did not differ significantly. The most influential feature was peritumoral waveletHLL_firstorder_Minimum in AP, which exhibited an inverse relationship with EHM risk. Conclusions Our study suggests that the preoperative MRI-based Rad-ML model is a valuable tool to predict EHM in HCC patients treated with TACE.
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Affiliation(s)
- Gang Peng
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiaojing Cao
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiaoyu Huang
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xiang Zhou
- Department of Interventional Therapy, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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Kumar A, Acharya SK, Singh SP, Duseja A, Madan K, Shukla A, Arora A, Anand AC, Bahl A, Soin AS, Sirohi B, Dutta D, Jothimani D, Panda D, Saini G, Varghese J, Kumar K, Premkumar M, Panigrahi MK, Wadhawan M, Sahu MK, Rela M, Kalra N, Rao PN, Puri P, Bhangui P, Kar P, Shah SR, Baijal SS, Shalimar, Paul SB, Gamanagatti S, Gupta S, Taneja S, Saraswat VA, Chawla YK. 2023 Update of Indian National Association for Study of the Liver Consensus on Management of Intermediate and Advanced Hepatocellular Carcinoma: The Puri III Recommendations. J Clin Exp Hepatol 2024; 14:101269. [PMID: 38107186 PMCID: PMC10724697 DOI: 10.1016/j.jceh.2023.08.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 08/12/2023] [Indexed: 12/19/2023] Open
Abstract
Hepatocellular carcinoma (HCC) presents significant treatment challenges despite considerable advancements in its management. The Indian National Association for the Study of the Liver (INASL) first published its guidelines to aid healthcare professionals in the diagnosis and treatment of HCC in 2014. These guidelines were subsequently updated in 2019. However, INASL has recognized the need to revise its guidelines in 2023 due to recent rapid advancements in the diagnosis and management of HCC, particularly for intermediate and advanced stages. The aim is to provide healthcare professionals with evidence-based recommendations tailored to the Indian context. To accomplish this, a task force was formed, and a two-day round table discussion was held in Puri, Odisha. During this event, experts in their respective fields deliberated and finalized consensus statements to develop these updated guidelines. The 2023 INASL guidelines offer a comprehensive framework for the diagnosis, staging, and management of intermediate and advanced HCC in India. They represent a significant step forward in standardizing clinical practices nationwide, with the primary objective of ensuring that patients with HCC receive the best possible care based on the latest evidence. The guidelines cover various topics related to intermediate and advanced HCC, including biomarkers of aggressive behavior, staging, treatment options, and follow-up care.
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Affiliation(s)
- Ashish Kumar
- Institute of Liver Gastroenterology & Pancreatico Biliary Sciences, Sir Ganga Ram Hospital, Rajinder Nagar, New Delhi, 110060, India
| | - Subrat K. Acharya
- Department of Gastroenterology and Hepatology, KIIT University, Patia, Bhubaneswar, Odisha, 751 024, India
| | - Shivaram P. Singh
- Department of Gastroenterology, SCB Medical College, Cuttack, Dock Road, Manglabag, Cuttack, Odisha, 753 007, India
| | - Ajay Duseja
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160 012, India
| | - Kaushal Madan
- Clinical Hepatology, Max Hospitals, Saket, New Delhi, India
| | - Akash Shukla
- Department of Gastroenterology, Seth GSMC & KEM Hospital, Mumbai, 400022, India
| | - Anil Arora
- Institute of Liver Gastroenterology & Pancreatico Biliary Sciences, Sir Ganga Ram Hospital, Rajinder Nagar, New Delhi, 110060, India
| | - Anil C. Anand
- Department of Gastroenterology, Kalinga Institute of Medical Sciences (KIMS), Kushabhadra Campus (KIIT Campus-5), Patia, Bhubaneswar, Odisha, 751 024, India
| | - Ankur Bahl
- Department of Medical Oncology, Fortis Memorial Research Institute, Sector - 44, Opp. HUDA City Center, Gurugram, 122002, India
| | - Arvinder S. Soin
- Medanta Institute of Liver Transplantation and Regenerative Medicine, Medanta The Medicity, CH Baktawar Singh Road, Sector 38, Gurugram, Haryana, 122 001, India
| | - Bhawna Sirohi
- Medical Oncology, BALCO Medical Centre, Raipur Chattisgarh, 493661, India
| | - Debnarayan Dutta
- Radiation Oncology, Amrita Institute of Medical Sciences, Ponekkara, AIMS (P.O.), Kochi, 682041, India
| | - Dinesh Jothimani
- Department of Hepatology, Dr. Rela Institute & Medical Centre, #7, CLC Works Road, Chromepet, Chennai, 600044, India
| | - Dipanjan Panda
- Department of Medical Oncology, Apollo Cancer Centre, Indraprastha Apollo Hospital, Sarita Vihar, New Delhi, 110076, India
| | - Gagan Saini
- Radiation Oncology, Max Institute of Cancer Care, Max Super-Speciality Hospital, W-3, Ashok Marg, near Radisson Blu Hotel, Sector-1, Vaishali, Ghaziabad, 201012, India
| | - Joy Varghese
- Department of Hepatology & Transplant Hepatology, Gleneagles Global Health City, 439, Cheran Nagar, Perumbakkam, Chennai, Tamil Nadu, 600100, India
| | - Karan Kumar
- Department of HPB Sciences and Liver Transplantation, Mahatma Gandhi Medical College and Hospital, RIICO Institutional Area, Sitapura, Tonk Road, Jaipur, 302022, Rajasthan, India
| | - Madhumita Premkumar
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160 012, India
| | - Manas K. Panigrahi
- Department of Gastroenterology, All India Institute of Medical Sciences, Bhubaneswar, 751019, Odisha, India
| | - Manav Wadhawan
- Liver & Digestive Diseases Institute, Institute of Liver & Digestive Diseases, BLK Max Hospital, Delhi, 110 005, India
| | - Manoj K. Sahu
- Department of Medical Gastroenterology, IMS & SUM Hospital, K8 Kalinga Nagar, Shampur, Bhubaneswar, Odisha 751 003, India
| | - Mohamed Rela
- The Institute of Liver Disease & Transplantation, Dr. Rela Institute & Medical Centre, #7, CLC Works Road, Chromepet, Chennai, 600044, India
| | - Naveen Kalra
- Department of Radio Diagnosis and Imaging, Postgraduate Institute of Medical Education and Research, Chandigarh, 160 012, India
| | - Padaki N. Rao
- Department of Medical Gastroenterology, Asian Institute of Gastroenterology, No. 6-3-661, Punjagutta Road, Somajiguda, Hyderabad, Telangana, 500 082, India
| | - Pankaj Puri
- Fortis Escorts Liver & Digestive Diseases Institute (FELDI), Fortis Escorts Heart Institute & Research Centre, Okhla Road, New Delhi, 110025, India
| | - Prashant Bhangui
- Medanta Institute of Liver Transplantation and Regenerative Medicine, Medanta The Medicity, CH Baktawar Singh Road, Sector 38, Gurugram, Haryana, 122 001, India
| | - Premashis Kar
- Department of Gastroenterology and Hepatology, Max Super Speciality Hospital, Vaishali, Ghaziabad, Uttar Pradesh, 201 012, India
| | - Samir R. Shah
- Department of Hepatology and Liver Intensive Care, Institute of Liver Disease, HPB Surgery and Transplant Global Hospitals, Dr E Borges Road, Parel, Mumbai, 400012, India
| | - Sanjay S. Baijal
- Diagnostic and Interventional Radiology, Medanta The Medicity, CH Baktawar Singh Road, Sector 38, Gurugram, Haryana, 122 001, India
| | - Shalimar
- Department of Gastroenterology and Human Nutrition, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110 029, India
| | - Shashi B. Paul
- Department of Radiodiagnosis, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, 110 029, India
| | - Shivanand Gamanagatti
- Fortis Escorts Liver & Digestive Diseases Institute (FELDI), Fortis Escorts Heart Institute & Research Centre, Okhla Road, New Delhi, 110025, India
| | - Subash Gupta
- Centre for Liver & Biliary Sciences, Liver Transplant and Biliary Sciences, Robotic Surgery, Max Super Speciality Hospital, No. 1, 2, Press Enclave Road, Mandir Marg, Saket Institutional Area, Saket, New Delhi, Delhi, 110017, India
| | - Sunil Taneja
- Department of Hepatology, Postgraduate Institute of Medical Education and Research, Chandigarh, 160 012, India
| | - Vivek A. Saraswat
- Department of Gastroenterology and Hepatology, Mahatma Gandhi Medical College and Hospital, RIICO Institutional Area, Sitapura, Tonk Road, Jaipur, 302022, Rajasthan, India
| | - Yogesh K. Chawla
- Department of Gastroenterology, Kalinga Institute of Medical Sciences (KIMS), Kushabhadra Campus (KIIT Campus-5), Patia, Bhubaneswar, Odisha, 751 024, India
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