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Li J, Cheng X, Meng Y, Wang M. Comparison of clinical characteristics and outcomes in patients with hepatocellular carcinoma based on serum alpha-fetoprotein status. Eur J Gastroenterol Hepatol 2025; 37:619-626. [PMID: 39976057 DOI: 10.1097/meg.0000000000002933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
BACKGROUND Alpha-fetoprotein (AFP) is the most commonly used and crucial tumor marker in clinical diagnosis and prognosis guidance for hepatocellular carcinoma (HCC). However, approximately 30% of HCC patients do not exhibit abnormal serum AFP levels at the time of diagnosis. This study aims to investigate the clinical characteristics and prognosis differences between AFP-negative and AFP-positive patients with HCC. METHODS Clinical data on patients diagnosed between 2010 and 2015 from the Surveillance, Epidemiology, and End Results Program were collected and analyzed. All patients with HCC were reported as AFP-negative or AFP-positive based on AFP test results. Overall survival (OS) and cancer-specific survival (CSS) were compared between the AFP-negative and AFP-positive patients. Logistic regression analysis and multivariable Cox regression analysis were performed to identify the association of AFP with tumor size, lymph node metastasis, distant metastasis, and CSS. RESULTS Of 7090 patients, 2074 (29.3%) and 5016 (70.7%) were AFP-negative and AFP-positive patients, respectively. The 5-year OS and CSS rates in AFP-negative patients were significantly better than AFP-positive patients (36.4 vs. 20.7% and 46.7 vs. 27.2%, both P < 0.001). Logistic regression analysis revealed that the AFP level was an independent risk factor of tumor size [odds ratio (OR), 1.821; 95% confidence interval (CI), 1.625-2.040; P < 0.001], N stage (OR, 1.922; 95% CI, 1.528-2.417; P < 0.001) and M stage (OR, 2.435; 95% CI, 1.980-2.995; P < 0.001). On multivariable Cox-regression analyses, AFP-positive was associated with decreased CSS (hazard ratio, 1.452; 95% CI, 1.355-1.557; P < 0.001). CONCLUSION Abnormal serum AFP was significantly associated with worse prognosis, larger tumor size, more lymph node metastasis, and distant metastasis. Patients with AFP-positive may need more individualized treatment decision and further optimization of HCC management strategies.
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Affiliation(s)
- Jing Li
- Department of Radiation Oncology, Third Affiliated Hospital of Naval Medical University (Eastern Hepatobiliary Surgery Hospital), Shanghai, China
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2
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Li C, Diao YK, Li YF, Lv SD, Wang XM, Wang XD, Zheng QX, Wang H, Liu H, Lin KY, Liang YJ, Zhou YH, Gu WM, Wang MD, Yao LQ, Xu XF, Xu JH, Gu LH, Pawlik TM, Shen F, Yang T. α-Fetoprotein model versus Milan criteria in predicting outcomes after hepatic resection for hepatocellular carcinoma: multicentre study. BJS Open 2025; 9:zraf041. [PMID: 40202169 PMCID: PMC11979696 DOI: 10.1093/bjsopen/zraf041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 01/20/2025] [Accepted: 02/21/2025] [Indexed: 04/10/2025] Open
Abstract
BACKGROUND The Milan criteria and the French α-fetoprotein (AFP) model have both been validated for predicting outcomes after liver transplantation for hepatocellular carcinoma, with the Milan criteria also used for predicting outcomes after hepatic resection. The aim of this study was to evaluate the AFP model's predictive value for recurrence and survival following hepatocellular carcinoma resection and compare its performance with that of the Milan criteria. METHODS Data for patients who underwent hepatocellular carcinoma resection between 2002 and 2021 were analysed. For both the AFP model and Milan criteria, patients were divided into two groups: those with hepatocellular carcinoma within and beyond the AFP model (scores ≤ 2 and > 2 points, respectively) and the Milan criteria. Cumulative recurrence and overall survival rates were compared between patients within and beyond the AFP model. Predictions of recurrence and overall survival by the AFP model and Milan criteria were compared using net reclassification improvement and area under the receiver operating characteristic curve analyses. RESULTS Among 1968 patients evaluated, 1058 (53.8%) and 940 (47.8%) were classified as beyond on the AFP model and Milan criteria, respectively. After controlling for competing factors on multivariable analyses, being beyond the AFP model was independently associated with recurrence and worse overall survival after resection of hepatocellular carcinoma. Time-dependent net reclassification improvement and area under the receiver operating characteristic curve analyses demonstrated that the AFP model was superior to the Milan criteria in predicting recurrence. Of note, patients who were classified as beyond both the Milan criteria and AFP model had an even higher risk of postoperative recurrence and mortality (hazard ratios 1.51 and 1.47, respectively). CONCLUSION The French AFP model demonstrated superior prognostic accuracy to the Milan criteria in predicting recurrence and survival after hepatocellular carcinoma resection. The AFP model not only effectively stratified patient risk but also identified a subgroup of high-risk patients among those beyond the Milan criteria.
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Affiliation(s)
- Chao Li
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Yong-Kang Diao
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Yi-Fan Li
- Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong, China
| | - Shao-Dong Lv
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Xian-Ming Wang
- Department of General Surgery, First Affiliated Hospital of Shandong First Medical University & Shandong Provincial Qianfoshan Hospital, Jinan, China
| | - Xue-Dong Wang
- Hepatopancreatobiliary Centre, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing, China
| | - Qi-Xuan Zheng
- Department of Hepatobiliary Surgery, Shandong Provincial Hospital Affiliated to Shandong University, Jinan, China
| | - Hong Wang
- Department of General Surgery, Liuyang People’s Hospital, Liuyang, China
| | - Han Liu
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Centre, First Hospital of Jilin University, Changchun, China
| | - Kong-Ying Lin
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital, Fujian Medical University, Fujian, China
| | - Ying-Jian Liang
- Department of Hepatobiliary Surgery, First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Ya-Hao Zhou
- Department of Hepatobiliary Surgery, Pu’er People’s Hospital, Pu’er, China
| | - Wei-Min Gu
- First Department of General Surgery, Fourth Hospital of Harbin, Harbin, Heilongjiang, China
| | - Ming-Da Wang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Lan-Qing Yao
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Xin-Fei Xu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Jia-Hao Xu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Li-Hui Gu
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Timothy M Pawlik
- Department of Surgery, Ohio State University, Wexner Medical Centre, Columbus, Ohio, USA
| | - Feng Shen
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
| | - Tian Yang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Naval Medical University, Shanghai, China
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Elgenidy A, Abubasheer TM, Odat RM, Abdelrahim MG, Jibril NS, Ramadan AM, Ballut L, Haseeb ME, Ragab A, Ismail AM, Afifi AM, Mohamed BJ, Jalal PK. Assessing the Predictive Accuracy of the aMAP Risk Score for Hepatocellular Carcinoma (HCC): Diagnostic Test Accuracy and Meta-analysis. J Clin Exp Hepatol 2025; 15:102381. [PMID: 39262566 PMCID: PMC11386263 DOI: 10.1016/j.jceh.2024.102381] [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: 02/08/2024] [Accepted: 07/21/2024] [Indexed: 09/13/2024] Open
Abstract
Purpose We aimed to perform a meta-analysis with the intention of evaluating the reliability and test accuracy of the aMAP risk score in the identification of HCC. Methods A systematic search was performed in PubMed, Scopus, Cochrane, Embase, and Web of Science databases from inception to September 2023, to identify studies measuring the aMAP score in patients for the purpose of predicting the occurrence or recurrence of HCC. The meta-analysis was performed using the meta package in R version 4.1.0. The diagnostic accuracy meta-analysis was conducted using Meta-DiSc software. Results Thirty-five studies 102,959 participants were included in the review. The aMAP score was significantly higher in the HCC group than in the non-HCC group, with a mean difference of 6.15. When the aMAP score is at 50, the pooled sensitivity, specificity, negative likelihood ratio, and positive likelihood ratio with 95% CI was 0.961 (95% CI 0.936, 0.976), 0.344 (95% CI 0.227, 0.483), 0.114 (95% CI 0.087, 0.15), and 1.464 (95% CI 1.22, 1.756), respectively. At a cutoff value of 60, the pooled sensitivity, specificity, negative likelihood ratio, and positive likelihood ratio with 95% CI was 0.594 (95% CI 0.492, 0.689), 0.816 (95% CI 0.714, 0.888), 0.497 (95% CI 0.418, 0.591), and 3.235 (95% CI 2.284, 4.582), respectively. Conclusion The aMAP score is a reliable, accurate, and easy-to-use tool for predicting HCC patients of all stages, including early-stage HCC. Therefore, the aMAP score can be a valuable tool for surveillance of HCC patients and can help to improve early detection and reduce mortality.
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Affiliation(s)
| | - Tareq M Abubasheer
- Faculty of Medicine, Al-Quds University (Al-Azhar Branch), Gaza, Palestine
| | - Ramez M Odat
- Faculty of Medicine, Jordan University of Science and Technology, Irbid, Jordan
| | | | - Nada S Jibril
- Faculty of Medicine, Menofia University, Menofia, Egypt
| | - Aya M Ramadan
- Faculty of Medicine, Menofia University, Menofia, Egypt
| | | | | | | | | | - Ahmed M Afifi
- Department of Surgery, University of Toledo Medical Center, USA
| | - Benarad J Mohamed
- Oncology Department UClouvain, University Catholic Louvain, Brussels, Belgium
| | - Prasun K Jalal
- Division of Gastroenterology, Baylor College of Medicine, Houston, TX, 77030, USA
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Ouyang W, Wang MD, Guan MC, Diao YK, Sun LY, Wang NY, Shen F, Zhu H, Yang T. Diagnostic performance comparisons of two commonly used multi-biomarker-based scores for detection of hepatocellular carcinoma in non-alcoholic fatty liver disease. ILIVER 2024; 3:100098. [DOI: 10.1016/j.iliver.2024.100098] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/17/2025]
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Zertuche-Martínez C, Velázquez-Enríquez JM, González-García K, Baltiérrez-Hoyos R, Carrasco-Torres G, García-Román R, Romero-Díaz RI, Pérez-Hernández JL, Muriel P, Villa-Treviño S, Arellanes-Robledo J, Vásquez-Garzón VR. Identification of ABCC3 and its isoforms as potential biomarker in hepatocellular carcinoma. Toxicol Mech Methods 2024; 34:398-407. [PMID: 38083799 DOI: 10.1080/15376516.2023.2294475] [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] [Received: 10/18/2023] [Accepted: 12/08/2023] [Indexed: 12/21/2023]
Abstract
Liver diseases preceding the occurrence of hepatocellular carcinoma (HCC) play a crucial role in the progression and establishment of HCC, a malignancy ranked as the third deadliest cancer worldwide. Late diagnosis, alongside ineffective treatment, leads patients to a poor survival rate. This scenario argues for seeking novel alternatives for detecting liver alterations preceding the early occurrence of HCC. Experimental studies have reported that ABCC3 protein increases within HCC tumors but not in adjacent tissue. Therefore, we analyzed ABCC3 expression in public databases and investigated the presence of ABCC3 and its isoforms in plasma, urine and its release in extracellular vesicles (EVs) cargo from patients bearing cirrhosis and HCC. The UALCAN and GEPIA databases were used to analyze the expression of ABCC3 in HCC. The results were validated in a case-control study including 41 individuals bearing cirrhosis and HCC, and the levels of ABCC3 in plasma and urine samples, as well as EVs, were analyzed by ELISA and western blot. Our data showed that ABCC3 expression was higher in HCC tissues than in normal tissues and correlated with HCC grade and stage. ABCC3 protein levels were highly increased in both plasma and urine and correlated with liver disease progression and severity. The isoforms MRP3A and MRP3B of ABCC3 were significantly increased in both EVs and plasma/urine of patients bearing HCC. ABCC3 expression gradually increases in HCC tissues, and its protein levels are increased in both plasma and urine of patients with cirrhosis and HCC. MRP3A and MRP3B isoforms have the potential to be prognostic biomarkers of HCC.
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Affiliation(s)
- Cecilia Zertuche-Martínez
- Faculty of Medicine and Surgery, Laboratory of Fibrosis and Cancer, 'Benito Juarez' Autonomous University of Oaxaca-UABJO, Oaxaca, Mexico
| | - Juan Manuel Velázquez-Enríquez
- Faculty of Medicine and Surgery, Laboratory of Fibrosis and Cancer, 'Benito Juarez' Autonomous University of Oaxaca-UABJO, Oaxaca, Mexico
| | - Karina González-García
- Faculty of Medicine and Surgery, Laboratory of Fibrosis and Cancer, 'Benito Juarez' Autonomous University of Oaxaca-UABJO, Oaxaca, Mexico
| | - Rafael Baltiérrez-Hoyos
- CONACYT-Faculty of Medicine and Surgery, Autonomous University "Benito Juarez" of Oaxaca-UABJO, Oaxaca, Mexico
| | - Gabriela Carrasco-Torres
- Centre for Research in Applied Science and Advanced Technology, Morelos Unit, National Polytechnic Institute, Atlacholoaya, Mexico
| | | | | | | | - Pablo Muriel
- Department of Pharmacology, Laboratory of Experimental Hepatology, Center for Research and Advanced Studies of the National Polytechnic Institute - CINVESTAV-IPN, Mexico City, Mexico
| | - Saúl Villa-Treviño
- Department of Cell Biology, Center for Research and Advanced Studies of the National Polytechnic Institute - CINVESTAV-IPN, Mexico City, Mexico
| | - Jaime Arellanes-Robledo
- CONACYT-Laboratory of Liver Diseases, National Institute of Genomic Medicine - INMEGEN, Mexico City, Mexico
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Yao LQ, Fan ZQ, Wang MD, Diao YK, Chen TH, Zeng YY, Chen Z, Wang XM, Zhou YH, Li J, Fan XP, Liang YJ, Li C, Shen F, Lv GY, Yang T. Prognostic Value of Serum α-Fetoprotein Level as an Important Characteristic of Tumor Biology for Patients Undergoing Liver Resection of Early-Stage Hepatocellular Carcinoma (BCLC Stage 0/A): A Large Multicenter Analysis. Ann Surg Oncol 2024; 31:1219-1231. [PMID: 37925654 DOI: 10.1245/s10434-023-14525-w] [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] [Received: 07/31/2023] [Accepted: 10/14/2023] [Indexed: 11/07/2023]
Abstract
BACKGROUND AND OBJECTIVE According to the Barcelona Clinic Liver Cancer (BCLC) algorithm, tumor burden and liver function, but not tumor biology, are the key factors in determining tumor staging and treatment modality, and evaluating treatment prognosis. The serum α-fetoprotein (AFP) level is an important characteristic of hepatocellular carcinoma (HCC) biology, and we aimed to evaluate its prognostic value for patients undergoing liver resection of early-stage HCC. METHODS Patients who underwent curative liver resection for early-stage HCC were identified from a multi-institutional database. Patients were divided into three groups according to preoperative AFP levels: low (< 400 ng/mL), high (400-999 ng/mL), and extremely-high (≥ 1000 ng/mL) AFP groups. Overall survival (OS) and recurrence rates were compared among these three groups. RESULTS Among 1284 patients, 720 (56.1%), 262 (20.4%), and 302 (23.5%) patients had preoperative low, high, and extremely-high AFP levels, respectively. The cumulative 5-year OS and recurrence rates were 71.3 and 38.9% among patients in the low AFP group, 66.3 and 48.5% in the high AFP group, and 45.7 and 67.2% in the extremely-high AFP group, respectively (both p < 0.001). Multivariate Cox regression analysis identified both high and extremely-high AFP levels to be independent risk factors of OS (hazard ratio [HR] 1.275 and 1.978, 95% confidence interval [CI] 1.004-1.620 and 1.588-2.464, respectively; p = 0.047 and p < 0.001, respectively) and recurrence (HR 1.290 and 2.050, 95% CI 1.047-1.588 and 1.692-2.484, respectively; p = 0.017 and p < 0.001, respectively). CONCLUSIONS This study demonstrated the important prognostic value of preoperative AFP levels among patients undergoing resection for early-stage HCC. Incorporating AFP to prognostic estimation of the BCLC algorithm can help guide individualized risk stratification and identify neoadjuvant/adjuvant treatment necessity.
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Affiliation(s)
- Lan-Qing Yao
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, First Hospital of Jilin University, Changchun, Jilin, China
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Zhong-Qi Fan
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, First Hospital of Jilin University, Changchun, Jilin, China
| | - Ming-Da Wang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Yong-Kang Diao
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Ting-Hao Chen
- Department of General Surgery, Ziyang First People's Hospital, Ziyang, Sichuan, China
| | - Yong-Yi Zeng
- Department of Hepatobiliary Surgery, Mengchao Hepatobiliary Hospital, Fujian Medical University, Fujian, China
| | - Zhong Chen
- Department of Hepatobiliary Surgery, Affiliated Hospital of Nantong University, Nantong, Jiangsu, China
| | - Xian-Ming Wang
- Department of General Surgery, First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, Shandong, China
| | - Ya-Hao Zhou
- Department of Hepatobiliary Surgery, Pu'er People's Hospital, Pu'er, Yunnan, China
| | - Jie Li
- Department of Hepatobiliary Surgery, Fuyang People's Hospital, Fuyang, Anhui, China
| | - Xin-Ping Fan
- Department of General Surgery, Pingxiang Mining Group General Hospital, Jiangxi, China
| | - Ying-Jian Liang
- Department of Hepatobiliary Surgery, First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang, China
| | - Chao Li
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
| | - Feng Shen
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
- Eastern Hepatobiliary Clinical Research Institute, Third Affiliated Hospital of Navy Medical University, Shanghai, China
| | - Guo-Yue Lv
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, First Hospital of Jilin University, Changchun, Jilin, China.
| | - Tian Yang
- Department of Hepatobiliary and Pancreatic Surgery, General Surgery Center, First Hospital of Jilin University, Changchun, Jilin, China.
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China.
- Eastern Hepatobiliary Clinical Research Institute, Third Affiliated Hospital of Navy Medical University, Shanghai, China.
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Panneerselvam S, Wilson C, Kumar P, Abirami D, Pamarthi J, Reddy MS, Varghese J. Overview of hepatocellular carcinoma: from molecular aspects to future therapeutic options. Cell Adh Migr 2023; 17:1-21. [PMID: 37726886 PMCID: PMC10512929 DOI: 10.1080/19336918.2023.2258539] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 09/08/2023] [Indexed: 09/21/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the seventh most highly prevalent malignant tumor globally and the second most common cause of mortality. HCC develops with complex pathways that occur through multistage biological processes. Non-alcoholic fatty liver disease, metabolic-associated fatty liver disease, alcoholic liver disease, autoimmune hepatitis, hepatitis B, and hepatitis C are the causative etiologies of HCC. HCC develops as a result of epigenetic changes, protein-coding gene mutations, and altered signaling pathways. Biomarkers and potential therapeutic targets for HCC open up new possibilities for treating the disease. Immune checkpoint inhibitors are included in the treatment options in combination with molecular targeted therapy.
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Affiliation(s)
- Sugan Panneerselvam
- Department of Hepatology and Transplant Hepatology, Gleneagles Global Health City, Chennai, Tamil Nadu, India
| | - Cornelia Wilson
- Natural and Applied Sciences, School of Psychology and Life Sciences, Canterbury Christ Church University, Discovery Park, Sandwich, UK
| | - Prem Kumar
- Department of Hepatology and Transplant Hepatology, Gleneagles Global Health City, Chennai, Tamil Nadu, India
| | - Dinu Abirami
- Department of Gastroenterology, Gleneagles Global Health City, Chennai, Tamil Nadu, India
| | - Jayakrishna Pamarthi
- Multi-Disciplinary Research Unit, Madras Medical College, Chennai, Tamil Nadu, India
| | - Mettu Srinivas Reddy
- The Director and Head, Liver Transplant and HPB surgery, Gleneagles Global Health City, Chennai, Tamil Nadu, India
| | - Joy Varghese
- Department of Gastroenterology, Gleneagles Global Health City, Chennai, Tamil Nadu, India
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Guan MC, Zhang SY, Ding Q, Li N, Fu TT, Zhang GX, He QQ, Shen F, Yang T, Zhu H. The Performance of GALAD Score for Diagnosing Hepatocellular Carcinoma in Patients with Chronic Liver Diseases: A Systematic Review and Meta-Analysis. J Clin Med 2023; 12:jcm12030949. [PMID: 36769597 PMCID: PMC9918029 DOI: 10.3390/jcm12030949] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 01/19/2023] [Accepted: 01/20/2023] [Indexed: 01/28/2023] Open
Abstract
Background GALAD score, comprising five clinical parameters, is a predictive model developed for hepatocellular carcinoma (HCC) detection. Since its emergence, its diagnostic ability has been validated in different populations with a wide variation. Therefore, we conducted a meta-analysis to investigate its overall diagnostic performance in differentiating HCC in chronic liver diseases. Methods Eligible studies were searched in the Web of Science, PubMed, Scopus, Ovid, Cochrane Library, and Embase databases by 29 May 2022. Pooled sensitivity, pooled specificity, and area under the receiver operating characteristic curve (AUC) with the corresponding 95% confidence intervals (CI) were estimated. Results Fifteen original studies (comprising 19,021 patients) were included. For detecting any-stage HCC, GALAD score yielded an excellent ability, with pooled sensitivity, specificity, and AUC of 0.82 (95%CI: 0.78-0.85), 0.89 (95%CI: 0.85-0.91), and 0.92 (95%CI: 0.89-0.94), respectively. Notably, further analyses demonstrated a good diagnostic accuracy of GALAD score for identifying Barcelona Clinic Liver Cancer staging (BCLC) 0/A HCC, with a moderate sensitivity (0.73 (95%CI: 0.66-0.79)) and a high specificity (0.87 (95%CI: 0.81-0.91)); by contrast, only 38% of early-stage patients can be identified by alpha-fetoprotein, with an AUC value of 0.70 (95%CI: 0.66-0.74). Following subgroup analyses based on different HCC etiologies, higher sensitivities and AUC values were observed in subgroups with hepatitis C or non-viral liver diseases. For detecting BCLC 0/A HCC in the cirrhotic population, GALAD score had a pooled sensitivity, specificity, and AUC of 0.78 (95%CI: 0.66-0.87), 0.80 (95%CI: 0.72-0.87), and 0.86 (95%CI: 0.83-0.89). Conclusions We highlighted the superior diagnostic accuracy of GALAD score for detecting any-stage HCC with a high sensitivity and specificity, especially for early-stage HCC, with a relatively stable diagnostic performance. The addition of GALAD score into ultrasound surveillance may identify more HCC patients. Our findings imply the robust power of the GALAD score as a HCC screening or diagnostic tool, and it should be further validated by more studies with high quality.
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Affiliation(s)
- Ming-Cheng Guan
- Department of Medical Oncology, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - Shi-Yu Zhang
- Department of Medical Oncology, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - Qian Ding
- Department of Medical Oncology, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - Na Li
- Department of Medical Oncology, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - Ting-Ting Fu
- Department of Medical Oncology, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - Gui-Xia Zhang
- Department of Medical Oncology, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - Qian-Qian He
- Department of Medical Oncology, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
| | - Feng Shen
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai 200438, China
- Correspondence: (F.S.); (T.Y.); (H.Z.)
| | - Tian Yang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai 200438, China
- Eastern Hepatobiliary Clinical Research Institute, Third Affiliated Hospital of Navy Medical University, Shanghai 200433, China
- School of Clinical Medicine, Hangzhou Medical College, Hangzhou 310014, China
- Correspondence: (F.S.); (T.Y.); (H.Z.)
| | - Hong Zhu
- Department of Medical Oncology, The First Affiliated Hospital of Soochow University, Suzhou 215006, China
- Correspondence: (F.S.); (T.Y.); (H.Z.)
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9
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Dou J, Dawuti W, Zheng X, Zhang R, Zhou J, Lin R, Lü G. Urine fluorescence spectroscopy combined with machine learning for screening of hepatocellular carcinoma and liver cirrhosis. Photodiagnosis Photodyn Ther 2022; 40:103102. [PMID: 36057362 DOI: 10.1016/j.pdpdt.2022.103102] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 08/23/2022] [Accepted: 08/30/2022] [Indexed: 12/14/2022]
Abstract
In this paper, we investigated the possibility of using urine fluorescence spectroscopy and machine learning method to identify hepatocellular carcinoma (HCC) and liver cirrhosis from healthy people. Urine fluorescence spectra of HCC (n = 62), liver cirrhosis (n = 65) and normal people (n = 60) were recorded at 405 nm excitation using a Fluorescent scan multimode reader. The normalized fluorescence spectra revealed endogenous metabolites differences associated with the disease, mainly the abnormal metabolism of porphyrin derivatives and bilirubin in the urine of patients with HCC and liver cirrhosis compared to normal people. The Support vector machine (SVM) algorithm was used to differentiate the urine fluorescence spectra of the HCC, liver cirrhosis and normal groups, and its overall diagnostic accuracy was 83.42%, the sensitivity for HCC and liver cirrhosis were 93.55% and 73.85%, and the specificity for HCC and liver cirrhosis were 88.00% and 89.34%, respectively. This exploratory work shown that the combination of urine fluorescence spectroscopy and SVM algorithm has great potential for the noninvasive screening of HCC and liver cirrhosis.
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Affiliation(s)
- Jingrui Dou
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China; School of Public Health, Xinjiang Medical University, Urumqi 830054, China
| | - Wubulitalifu Dawuti
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China; School of Public Health, Xinjiang Medical University, Urumqi 830054, China
| | - Xiangxiang Zheng
- School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China
| | - Rui Zhang
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China; School of Public Health, Xinjiang Medical University, Urumqi 830054, China
| | - Jing Zhou
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China; College of Pharmacy, Xinjiang Medical University, Urumqi 830054, China
| | - Renyong Lin
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China.
| | - Guodong Lü
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China.
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10
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Pallozzi M, Di Tommaso N, Maccauro V, Santopaolo F, Gasbarrini A, Ponziani FR, Pompili M. Non-Invasive Biomarkers for Immunotherapy in Patients with Hepatocellular Carcinoma: Current Knowledge and Future Perspectives. Cancers (Basel) 2022; 14:cancers14194631. [PMID: 36230554 PMCID: PMC9559710 DOI: 10.3390/cancers14194631] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Revised: 09/18/2022] [Accepted: 09/20/2022] [Indexed: 12/16/2022] Open
Abstract
Simple Summary The search for non-invasive biomarkers is a hot topic in modern oncology, since a tissue biopsy has significant limitations in terms of cost and invasiveness. The treatment perspectives have been significantly improved after the approval of immunotherapy for patients with hepatocellular carcinoma; therefore, the quick identification of responders is crucial to define the best therapeutic strategy. In this review, the current knowledge on the available non-invasive biomarkers of the response to immunotherapy is described. Abstract The treatment perspectives of advanced hepatocellular carcinoma (HCC) have deeply changed after the introduction of immunotherapy. The results in responders show improved survival compared with Sorafenib, but only one-third of patients achieve a significant benefit from treatment. As the tumor microenvironment exerts a central role in shaping the response to immunotherapy, the future goal of HCC treatment should be to identify a proxy of the hepatic tissue condition that is easy to use in clinical practice. Therefore, the search for biomarkers that are accurate in predicting prognosis will be the hot topic in the therapeutic management of HCC in the near future. Understanding the mechanisms of resistance to immunotherapy may expand the patient population that will benefit from it, and help researchers to find new combination regimens to improve patients’ outcomes. In this review, we describe the current knowledge on the prognostic non-invasive biomarkers related to treatment with immune checkpoint inhibitors, focusing on serological markers and gut microbiota.
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Affiliation(s)
- Maria Pallozzi
- Internal Medicine and Gastroenterology-Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Natalia Di Tommaso
- Internal Medicine and Gastroenterology-Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Valeria Maccauro
- Internal Medicine and Gastroenterology-Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Francesco Santopaolo
- Internal Medicine and Gastroenterology-Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
| | - Antonio Gasbarrini
- Internal Medicine and Gastroenterology-Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
- Translational Medicine and Surgery Department, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Francesca Romana Ponziani
- Internal Medicine and Gastroenterology-Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
- Translational Medicine and Surgery Department, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- Correspondence: (F.R.P.); (M.P.)
| | - Maurizio Pompili
- Internal Medicine and Gastroenterology-Hepatology Unit, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, 00168 Rome, Italy
- Translational Medicine and Surgery Department, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
- Correspondence: (F.R.P.); (M.P.)
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11
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Guan MC, Wang MD, Wang WY, Li C, Yao LQ, Zhu H, Yang T. Exosomes as mediators of tumor immune escape and immunotherapy in hepatocellular carcinoma. LIVER RESEARCH 2022; 6:132-138. [PMID: 39958202 PMCID: PMC11791807 DOI: 10.1016/j.livres.2022.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 07/16/2022] [Accepted: 08/10/2022] [Indexed: 11/16/2022]
Abstract
Hepatocellular carcinoma (HCC), a typical inflammatory-related cancer, mainly occurs in patients with chronic liver diseases. Moreover, the liver is an immunologically privileged apparatus with multiple immunosuppressive cell groups. The long process of inflammation-mediated carcinogenesis turns the HCC tumor microenvironment (TME) into one with strong immunosuppression, facilitating the immune escape of HCC cells. Accumulated data have manifested that tumor-associated cell-derived exosomes carry diverse molecular cargoes (e.g., proteins and nucleic acids) for mediating cell-to-cell communication and are implicated in TME remodeling to promote tumor-infiltrating immune cell reprogramming, ultimately creating a tumor-friendly microenvironment. Characterized by several intrinsic attributes, such as good stability (bilayer-like structure) and high biocompatibility (cell secretion), exosomes can be modified or engineered as nanocarriers to deliver tumor-specific antigens or antitumor drugs to targeted cells or organs, thus effectively triggering the HCC cell elimination by the immune system. This review aimed to highlight the pivotal role of exosomes in regulating immune escape mechanisms in HCC and recent advances in exosome-mediated immunotherapy for HCC.
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Affiliation(s)
- Ming-Cheng Guan
- Department of Medical Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Ming-Da Wang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
- Eastern Hepatobiliary Clinical Research Institute, Third Affiliated Hospital of Navy Medical University, Shanghai, China
| | - Wan-Yin Wang
- Eastern Hepatobiliary Clinical Research Institute, Third Affiliated Hospital of Navy Medical University, Shanghai, China
| | - Chao Li
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
- Eastern Hepatobiliary Clinical Research Institute, Third Affiliated Hospital of Navy Medical University, Shanghai, China
| | - Lan-Qing Yao
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
- Eastern Hepatobiliary Clinical Research Institute, Third Affiliated Hospital of Navy Medical University, Shanghai, China
| | - Hong Zhu
- Department of Medical Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Tian Yang
- Department of Hepatobiliary Surgery, Eastern Hepatobiliary Surgery Hospital, Second Military Medical University (Navy Medical University), Shanghai, China
- Eastern Hepatobiliary Clinical Research Institute, Third Affiliated Hospital of Navy Medical University, Shanghai, China
- School of Clinical Medicine, Hangzhou Medical College, Hangzhou, Zhejiang, China
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12
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Nath LR, Murali M, Nair B. Critical biomarkers of hepatocellular carcinoma in body fluids and gut microbiota. World J Gastrointest Oncol 2021; 13:2219-2222. [PMID: 35070054 PMCID: PMC8713307 DOI: 10.4251/wjgo.v13.i12.2219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 07/15/2021] [Accepted: 11/05/2021] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the most prevalent primary liver cancer and one of the major causes of cancer-related death. The development of specific non-invasive or diagnostic markers from blood, urine and feces may represent a valuable tool for detecting HCC at an early stage. Biomarkers are considered novel potential targets for therapeutic intervention. It helps in the prediction of prognosis or recurrence of HCC, and also assist in the selection of appropriate treatment modality. We summarize the most relevant existing data about various biomarkers that play a key role in the progression of HCC.
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Affiliation(s)
- Lekshmi R Nath
- Department of Pharmacognosy, Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Kochi 682041, Kerala, India
| | - Maneesha Murali
- Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Kochi 682041, Kerala, India
| | - Bhagyalakshmi Nair
- Amrita School of Pharmacy, Amrita Vishwa Vidyapeetham, AIMS Health Science Campus, Kochi 682041, Kerala, India
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13
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Zamora-León SP. Hepatocellular carcinoma biomarkers, an imminent need. World J Gastrointest Oncol 2021; 13:1847-1849. [PMID: 34853655 PMCID: PMC8603452 DOI: 10.4251/wjgo.v13.i11.1847] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 07/05/2021] [Accepted: 09/19/2021] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common malignant neoplasm of the liver and one of the deadliest cancers worldwide. The identification of novel, highly specific and more sensitive biomarkers for HCC is crucial because existing ones are deficient and non-confirmatory without histological biopsy or imaging techniques.
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Affiliation(s)
- S Pilar Zamora-León
- Department of Preclinical Sciences, Faculty of Medicine, Universidad Católica del Maule, Talca 3460000, Chile
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