1
|
Lv X, Zhang PB, Zhang EL, Yang S. Predictive factors and prognostic models for Hepatic arterial infusion chemotherapy in Hepatocellular carcinoma: a comprehensive review. World J Surg Oncol 2025; 23:166. [PMID: 40287734 PMCID: PMC12034129 DOI: 10.1186/s12957-025-03765-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2024] [Accepted: 03/23/2025] [Indexed: 04/29/2025] Open
Abstract
Hepatocellular carcinoma (HCC) is a prevalent and lethal cancer, often diagnosed at advanced stages where traditional treatments such as surgical resection, liver transplantation, and locoregional therapies provide limited benefits. Hepatic arterial infusion chemotherapy (HAIC) has emerged as a promising treatment modality for advanced HCC, enhancing anti-tumor efficacy through targeted drug delivery while minimizing systemic side effects. However, the heterogeneous nature of HCC leads to variable responses to HAIC, highlighting the necessity for reliable predictive indicators to tailor personalized treatment strategies. This review explores the factors influencing HAIC success, including patient demographics, tumor characteristics, biomarkers, genomic profiles, and advanced imaging techniques such as radiomics and deep learning models. Additionally, the synergistic potential of HAIC combined with immunotherapy and molecular targeted therapies is examined, demonstrating improved survival outcomes. Prognostic scoring systems and nomograms that integrate clinical, molecular, and imaging data are discussed as superior tools for individualized prognostication compared to traditional staging systems. Understanding these predictors is essential for optimizing HAIC efficacy and enhancing survival and quality of life for patients with advanced HCC. Future research directions include large-scale prospective studies, integration of multi-omics data, and advancements in artificial intelligence to refine predictive models and further personalize treatment approaches.
Collapse
Affiliation(s)
- Xing Lv
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China
| | - Peng-Bo Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China
| | - Er-Lei Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China
| | - S Yang
- Department of Obstetrics and Gynecology, National Clinical Research Center for Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China.
- Key Laboratory of Cancer Invasion and Metastasis (Ministry of Education), Hubei Key Laboratory of Tumor Invasion and Metastasis, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, People's Republic of China.
| |
Collapse
|
2
|
Chien H, Chu YD, Hsu YP, Yeh CT, Lai MW, Chang ML, Lim SN, Chen CW, Lin WR. An SNP Marker Predicts Colorectal Cancer Outcomes with 5-Fluorouracil-Based Adjuvant Chemotherapy Post-Resection. Int J Mol Sci 2024; 25:6642. [PMID: 38928347 PMCID: PMC11203489 DOI: 10.3390/ijms25126642] [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: 05/08/2024] [Revised: 06/04/2024] [Accepted: 06/14/2024] [Indexed: 06/28/2024] Open
Abstract
Colorectal cancer (CRC) is a global health concern, necessitating adjuvant chemotherapy post-curative surgery to mitigate recurrence and enhance survival, particularly in intermediate-stage patients. However, existing therapeutic disparities highlight the need for biomarker-guided adjuvant chemotherapy to achieve better CRC inhibition. This study explores the molecular mechanisms underlying the inhibition of CRC through a genome-wide association study (GWAS) focused on 5-fluorouracil (5-FU)-based adjuvant therapy in intermediate-stage CRC patients, a domain previously unexplored. We retrospectively included 226 intermediate-stage CRC patients undergoing surgical resection followed by 5-FU-based adjuvant chemotherapy. The exploration cohort comprised 31 patients, and the validation cohort included 195 individuals. Genotyping was carried out using either Axiom Genome-Wide TWB 2.0 Array Plate-based or polymerase chain reaction-based methods on genomic DNA derived from collected tissue samples. Statistical analyses involved descriptive statistics, Kaplan-Meier analyses, and Cox proportional hazard analyses. From the GWAS, potential genetic predictors, GALNT14-rs62139523 and DNMBP-rs10786578 genotypes, of 5-FU-based adjuvant therapy following surgery in intermediate-stage CRC patients were identified. Validation in a larger cohort of 195 patients emphasized the predictive significance of GALNT14-rs62139523 genotypes, especially the "A/G" genotype, for improved overall and progression-free survival. This predictive association remained robust across various subgroups, with exceptions for specific demographic and clinical parameters such as age < 58 years old, CEA ≤ 2.5 ng/mL, tumor diameter > 44.0 mm, and tumor-free margin ≥ 50 mm. This study identifies that the GALNT14-rs62139523 "A/G" genotype modulates therapeutic outcomes, establishing it as a promising biomarker for predicting favorable responses to 5-FU-based adjuvant chemotherapy in intermediate-stage CRC patients, although further investigations are needed to detail these mechanisms.
Collapse
Affiliation(s)
- Hao Chien
- Department of Hepatology and Gastroenterology, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (H.C.); (C.-T.Y.); (M.-L.C.)
| | - Yu-De Chu
- Liver Research Center, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (Y.-D.C.); (Y.-P.H.); (M.-W.L.)
| | - Yi-Ping Hsu
- Liver Research Center, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (Y.-D.C.); (Y.-P.H.); (M.-W.L.)
| | - Chau-Ting Yeh
- Department of Hepatology and Gastroenterology, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (H.C.); (C.-T.Y.); (M.-L.C.)
- Liver Research Center, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (Y.-D.C.); (Y.-P.H.); (M.-W.L.)
- Institute of Stem Cell and Translational Cancer Research, Linkou Chang Gung Memorial Hospital, Taoyuan 333323, Taiwan
| | - Ming-Wei Lai
- Liver Research Center, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (Y.-D.C.); (Y.-P.H.); (M.-W.L.)
- Division of Pediatric Gastroenterology, Department of Pediatrics, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan
| | - Ming-Ling Chang
- Department of Hepatology and Gastroenterology, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (H.C.); (C.-T.Y.); (M.-L.C.)
- Liver Research Center, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (Y.-D.C.); (Y.-P.H.); (M.-W.L.)
| | - Siew-Na Lim
- Department of Neurology, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan;
| | - Chun-Wei Chen
- Department of Hepatology and Gastroenterology, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (H.C.); (C.-T.Y.); (M.-L.C.)
- Liver Research Center, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (Y.-D.C.); (Y.-P.H.); (M.-W.L.)
| | - Wey-Ran Lin
- Department of Hepatology and Gastroenterology, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (H.C.); (C.-T.Y.); (M.-L.C.)
- Liver Research Center, Linkou Chang Gung Memorial Hospital, Taoyuan 333423, Taiwan; (Y.-D.C.); (Y.-P.H.); (M.-W.L.)
| |
Collapse
|
3
|
Wang QF, Li ZW, Zhou HF, Zhu KZ, Wang YJ, Wang YQ, Zhang YW. Predicting the prognosis of hepatic arterial infusion chemotherapy in hepatocellular carcinoma. World J Gastrointest Oncol 2024; 16:2380-2393. [PMID: 38994149 PMCID: PMC11236234 DOI: 10.4251/wjgo.v16.i6.2380] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 01/19/2024] [Accepted: 04/03/2024] [Indexed: 06/14/2024] Open
Abstract
Hepatic artery infusion chemotherapy (HAIC) has good clinical efficacy in the treatment of advanced hepatocellular carcinoma (HCC); however, its efficacy varies. This review summarized the ability of various markers to predict the efficacy of HAIC and provided a reference for clinical applications. As of October 25, 2023, 51 articles have been retrieved based on keyword predictions and HAIC. Sixteen eligible articles were selected for inclusion in this study. Comprehensive literature analysis found that methods used to predict the efficacy of HAIC include serological testing, gene testing, and imaging testing. The above indicators and their combined forms showed excellent predictive effects in retrospective studies. This review summarized the strategies currently used to predict the efficacy of HAIC in middle and advanced HCC, analyzed each marker's ability to predict HAIC efficacy, and provided a reference for the clinical application of the prediction system.
Collapse
Affiliation(s)
- Qi-Feng Wang
- Department of Hepatobiliary Pancreatic Center, Beijing Tsinghua Changgung Hospital Affiliated to Tsinghua University, Beijing 102218, China
- Department of Hepatobiliary and Pancreatic Surgery, Qinghai University Affiliated Hospital, Xining 810000, Qinghai Province, China
| | - Zong-Wei Li
- Department of Hepatobiliary and Pancreatic Surgery, Qinghai University Affiliated Hospital, Xining 810000, Qinghai Province, China
| | - Hai-Feng Zhou
- Department of Hepatobiliary and Pancreatic Surgery, Qinghai University Affiliated Hospital, Xining 810000, Qinghai Province, China
| | - Kun-Zhong Zhu
- Department of Hepatobiliary and Pancreatic Surgery, Qinghai University Affiliated Hospital, Xining 810000, Qinghai Province, China
| | - Ya-Jing Wang
- Department of Hepatobiliary Pancreatic Center, Beijing Tsinghua Changgung Hospital Affiliated to Tsinghua University, Beijing 102218, China
| | - Ya-Qin Wang
- Department of Hepatobiliary Pancreatic Center, Beijing Tsinghua Changgung Hospital Affiliated to Tsinghua University, Beijing 102218, China
| | - Yue-Wei Zhang
- Department of Hepatobiliary Pancreatic Center, Beijing Tsinghua Changgung Hospital Affiliated to Tsinghua University, Beijing 102218, China
| |
Collapse
|
4
|
Wang QF, Li ZW, Zhou HF, Zhu KZ, Wang YJ, Wang YQ, Zhang YW. Predicting the prognosis of hepatic arterial infusion chemotherapy in hepatocellular carcinoma. World J Gastrointest Oncol 2024; 16:2368-2381. [DOI: 10.4251/wjgo.v16.i6.2368] [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: 12/18/2023] [Revised: 01/19/2024] [Accepted: 04/03/2024] [Indexed: 06/13/2024] Open
Abstract
Hepatic artery infusion chemotherapy (HAIC) has good clinical efficacy in the treatment of advanced hepatocellular carcinoma (HCC); however, its efficacy varies. This review summarized the ability of various markers to predict the efficacy of HAIC and provided a reference for clinical applications. As of October 25, 2023, 51 articles have been retrieved based on keyword predictions and HAIC. Sixteen eligible articles were selected for inclusion in this study. Comprehensive literature analysis found that methods used to predict the efficacy of HAIC include serological testing, gene testing, and imaging testing. The above indicators and their combined forms showed excellent predictive effects in retrospective studies. This review summarized the strategies currently used to predict the efficacy of HAIC in middle and advanced HCC, analyzed each marker's ability to predict HAIC efficacy, and provided a reference for the clinical application of the prediction system.
Collapse
Affiliation(s)
- Qi-Feng Wang
- Department of Hepatobiliary Pancreatic Center, Beijing Tsinghua Changgung Hospital Affiliated to Tsinghua University, Beijing 102218, China
- Department of Hepatobiliary and Pancreatic Surgery, Qinghai University Affiliated Hospital, Xining 810000, Qinghai Province, China
| | - Zong-Wei Li
- Department of Hepatobiliary and Pancreatic Surgery, Qinghai University Affiliated Hospital, Xining 810000, Qinghai Province, China
| | - Hai-Feng Zhou
- Department of Hepatobiliary and Pancreatic Surgery, Qinghai University Affiliated Hospital, Xining 810000, Qinghai Province, China
| | - Kun-Zhong Zhu
- Department of Hepatobiliary and Pancreatic Surgery, Qinghai University Affiliated Hospital, Xining 810000, Qinghai Province, China
| | - Ya-Jing Wang
- Department of Hepatobiliary Pancreatic Center, Beijing Tsinghua Changgung Hospital Affiliated to Tsinghua University, Beijing 102218, China
| | - Ya-Qin Wang
- Department of Hepatobiliary Pancreatic Center, Beijing Tsinghua Changgung Hospital Affiliated to Tsinghua University, Beijing 102218, China
| | - Yue-Wei Zhang
- Department of Hepatobiliary Pancreatic Center, Beijing Tsinghua Changgung Hospital Affiliated to Tsinghua University, Beijing 102218, China
| |
Collapse
|
5
|
Zhan S, Qiu M, Wei X, Wei J, Qin L, Jiang B, Wen Q, Chen P, Lin Q, Wei X, Zhou Z, Jiang Y, Liang X, Li R, Liu Y, Yu H. Potentially functional genetic variants in ferroptosis-related CREB3 and GALNT14 genes predict survival of hepatitis B virus-related hepatocellular carcinoma. Cancer Med 2024; 13:e6848. [PMID: 38151984 PMCID: PMC10807646 DOI: 10.1002/cam4.6848] [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: 09/09/2023] [Revised: 11/19/2023] [Accepted: 11/27/2023] [Indexed: 12/29/2023] Open
Abstract
BACKGROUND Ferroptosis is a known crucial player in the development of cancers. However, the effect of single nucleotide polymorphisms (SNPs) in ferroptosis-related genes on survival in hepatitis B virus (HBV)-related hepatocellular carcinoma (HBV-HCC) patients remains unknown. METHODS We used two-stage multivariable Cox proportional hazards regression analyses to estimate the associations between 48,774 SNPs in 480 ferroptosis-related genes and overall survival (OS) of 866 HBV-HCC patients. RESULTS We identified that two potentially functional SNPs (CREB3 rs10814274 C > T and GALNT14 rs17010547 T > C) were significantly independently associated with the OS of HBV-HCC patients (CT + TT verse CC, hazards ratio (HR) = 0.77, 95% confidence interval (CI) = 0.67-0.89, p < 0.001 for rs10814274 and TC + CC verse TT, HR = 0.66, 95% CI = 0.53-0.82, p < 0.001 for rs17010547, respectively). Additional joint assessment of protective genotypes of these two SNPs showed that patients with 1-2 protective genotypes had a significantly better OS compared with those carrying 0 protective genotypes (HR = 0.56, 95% CI = 0.45-0.70, p < 0.001). Moreover, the expression quantitative trait loci (eQTL) analysis revealed that the survival-associated SNP rs10814274 T allele was significantly correlated with reduced CREB3 transcript levels in both normal liver tissues and whole blood cells, while the GALNT14 rs17010547 C allele had a significant correlation with increased GALNT14 transcript levels in whole blood cells. CONCLUSION These results suggest that genetic variants of CREB3 and GALNT14 may affect the survival of HBV-HCC patients, likely via transcriptional regulation of respective genes. However, further studies are required to confirm these findings.
Collapse
Affiliation(s)
- Shicheng Zhan
- Department of Experimental ResearchGuangxi Medical University Cancer HospitalNanningChina
- Department of Epidemiology and Health Statistics, School of Public HealthGuangxi Medical UniversityNanningChina
| | - Moqin Qiu
- Department of Respiratory OncologyGuangxi Medical University Cancer HospitalNanningChina
| | - Xueyan Wei
- Department of Experimental ResearchGuangxi Medical University Cancer HospitalNanningChina
- Department of Epidemiology and Health Statistics, School of Public HealthGuangxi Medical UniversityNanningChina
| | - Junjie Wei
- Department of Experimental ResearchGuangxi Medical University Cancer HospitalNanningChina
- Department of Epidemiology and Health Statistics, School of Public HealthGuangxi Medical UniversityNanningChina
| | - Liming Qin
- Department of Experimental ResearchGuangxi Medical University Cancer HospitalNanningChina
- Department of Epidemiology and Health Statistics, School of Public HealthGuangxi Medical UniversityNanningChina
| | - Binbin Jiang
- Department of Experimental ResearchGuangxi Medical University Cancer HospitalNanningChina
| | - Qiuping Wen
- Department of Experimental ResearchGuangxi Medical University Cancer HospitalNanningChina
| | - Peiqin Chen
- Editorial Department of Chinese Journal of Oncology Prevention and TreatmentGuangxi Medical University Cancer HospitalNanningChina
| | - Qiuling Lin
- Department of Clinical ResearchGuangxi Medical University Cancer HospitalNanningChina
| | - Xiaoxia Wei
- Department of Clinical ResearchGuangxi Medical University Cancer HospitalNanningChina
| | - Zihan Zhou
- Department of Cancer Prevention and ControlGuangxi Medical University Cancer HospitalNanningChina
| | - Yanji Jiang
- Scientific Research DepartmentGuangxi Medical University Cancer HospitalNanningChina
| | - Xiumei Liang
- Department of Disease Process ManagementGuangxi Medical University Cancer HospitalNanningChina
| | - Runwei Li
- Department of Civil Engineering, College of EngineeringNew Mexico State UniversityLas CrucesNew MexicoUSA
| | - Yingchun Liu
- Department of Experimental ResearchGuangxi Medical University Cancer HospitalNanningChina
- Key Cultivated Laboratory of Cancer Molecular Medicine of Guangxi Health CommissionGuangxi Medical University Cancer HospitalNanningChina
| | - Hongping Yu
- Department of Experimental ResearchGuangxi Medical University Cancer HospitalNanningChina
- Key Cultivated Laboratory of Cancer Molecular Medicine of Guangxi Health CommissionGuangxi Medical University Cancer HospitalNanningChina
- Key Laboratory of Early Prevention and Treatment for Regional High Frequency Tumor (Guangxi Medical University)Ministry of EducationNanningChina
| |
Collapse
|
6
|
Lin CL, Chien RN, Chen LW, Chu YD, Yeh CT. Rs9679162 genotype predicts prognosis of real-world advanced hepatocellular carcinoma treated by sorafenib. Cancer Biomark 2023; 36:251-266. [PMID: 36938726 DOI: 10.3233/cbm-220042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/15/2023]
Abstract
BACKGROUND Sorafenib and lenvatinib are tyrosine kinase inhibitors widely used in the targeted therapy to treat advanced hepatocellular carcinoma (aHCC). The GALNT14-rs9679162 genotype is a predictor of therapeutic outcome in multiple gastrointestinal cancers. OBJECTIVE To investigate the predictive role of the GALNT14-rs9679162 genotype in aHCC treated with sorafenib or lenvatinib. METHODS Totally 350 real-world patients with aHCC received sorafenib or lenvatinib were enrolled for GALNT14-rs9679162 genotyping and outcome analysis. Kaplan-Meier and Cox regression analysis were conducted to evaluate therapeutic outcomes. Cell-based assays were performed to determine the underlying mechanism. RESULTS Kaplan-Meier and Cox regression analysis showed that the "GG" genotype was not associated with overall survival (OS) when all patients were included. However, it was associated with shorter OS in specific clinical subgroups, including anti-hepatitis C virus antibody-positive (n= 108; P= 0.005) and hepatitis B surface antigen-negative (n= 117; P= 0.002) patients. Intriguingly, hepatitis B virus X protein trans-suppressed the GALNT14 promoter, thereby reducing the elevated expression of GALN14 in hepatoma cells, which partially contributed to the inability of the GALNT14-rs9679162 genotypes to predict the outcome of hepatitis B-related HCC. Finally, by analyzing the outcomes of 52 patients with aHCC treated with lenvatinib, patients with the "GG" genotype were associated with a favorable/shorter time-to-response (P= 0.013). CONCLUSIONS The GALNT14-rs9679162 "GG" genotype predicted shorter OS in patients with HBsAg-negative aHCC treated with sorafenib, but predicted a favorable response in all patients with aHCC treated with lenvatinib.
Collapse
Affiliation(s)
- Chih-Lang Lin
- Liver Research Unit, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan.,Liver Research Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan.,College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Rong-Nan Chien
- Liver Research Unit, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan.,Liver Research Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan.,College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Li-Wei Chen
- Liver Research Unit, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan.,Liver Research Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan.,College of Medicine, Chang Gung University, Taoyuan, Taiwan.,Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Yu-De Chu
- Liver Research Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chau-Ting Yeh
- Liver Research Center, Chang Gung Memorial Hospital, Taoyuan, Taiwan.,College of Medicine, Chang Gung University, Taoyuan, Taiwan
| |
Collapse
|
7
|
Lin CL, Liang KH, Hu CC, Chien CH, Chen LW, Chien RN, Lin YH, Yeh CT. A Single Nucleotide Polymorphism rs1010816 Predicts Sorafenib Therapeutic Outcomes in Advanced Hepatocellular Carcinoma. Int J Mol Sci 2023; 24:ijms24021681. [PMID: 36675198 PMCID: PMC9862766 DOI: 10.3390/ijms24021681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Revised: 01/06/2023] [Accepted: 01/10/2023] [Indexed: 01/18/2023] Open
Abstract
Sorafenib is currently a targeted agent widely used in the treatment of advanced hepatocellular carcinoma (aHCC). However, to date there is still a lack of a reliable marker capable of predicting sorafenib therapeutic responses. Here, we conducted a genome-wide association study (GWAS) to identify candidate single-nucleotide polymorphism outcome predictors in aHCC patients. A total of 74 real-world sorafenib-treated aHCC patients were enrolled for GWAS and outcome analysis. GWAS showed that rs1010816 (p = 2.2 × 10-7) was associated with sorafenib therapeutic response in aHCC patients. Kaplan-Meier analysis indicated that the "TT" genotype was significantly associated with a favorable therapeutic response but not significantly associated with overall survival (OS). Univariate followed by multivariate Cox proportional hazard analysis showed that ascites, main portal vein thrombosis, lower platelet count, lower total sorafenib doses, higher PALBI score in model A and higher ALBI grade in model B were significantly associated with a shorter OS. Subgroup analysis showed that only in alcoholic aHCC patients treated by sorafenib, rs1010816 "TT" genotype was significantly associated with longer OS (p = 0.021). Sorafenib had a favorable therapeutic outcome in alcoholic aHCC patients carrying rs1010816 "TT" genotype.
Collapse
Affiliation(s)
- Chih-Lang Lin
- Liver Research Unit, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
- Liver Research Center, Chang Gung Memorial Hospital, Taoyuan 333, Taiwan
- Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
- College of Medicine, Chang Gung University, Taoyuan 333, Taiwan
| | - Kung-Hao Liang
- Department of Medical Research, Taipei Veterans General Hospital, Taipei 112, Taiwan
- Institute of Food Safety and Health Risk Assessment, National Yang-Ming Chiao-Tung University, Taipei 112, Taiwan
- Institute of Biomedical Informatics, National Yang-Ming Chiao-Tung University, Taipei 112, Taiwan
| | - Ching-Chih Hu
- Liver Research Unit, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
- College of Medicine, Chang Gung University, Taoyuan 333, Taiwan
| | - Cheng-Hung Chien
- Liver Research Unit, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
- College of Medicine, Chang Gung University, Taoyuan 333, Taiwan
| | - Li-Wei Chen
- Liver Research Unit, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
- College of Medicine, Chang Gung University, Taoyuan 333, Taiwan
| | - Rong-Nan Chien
- Liver Research Unit, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
- Liver Research Center, Chang Gung Memorial Hospital, Taoyuan 333, Taiwan
- Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
- College of Medicine, Chang Gung University, Taoyuan 333, Taiwan
| | - Yang-Hsiang Lin
- Liver Research Center, Chang Gung Memorial Hospital, Taoyuan 333, Taiwan
- Correspondence: (Y.-H.L.); (C.-T.Y.); Tel.: +886-3-3281200 (ext. 7785) (Y.-H.L.); +886-3-3281200 (ext. 7799) (C.-T.Y.)
| | - Chau-Ting Yeh
- Liver Research Center, Chang Gung Memorial Hospital, Taoyuan 333, Taiwan
- College of Medicine, Chang Gung University, Taoyuan 333, Taiwan
- Correspondence: (Y.-H.L.); (C.-T.Y.); Tel.: +886-3-3281200 (ext. 7785) (Y.-H.L.); +886-3-3281200 (ext. 7799) (C.-T.Y.)
| |
Collapse
|
8
|
Wang G, Heij LR, Liu D, Dahl E, LANG SA, Ulmer TF, LUEDDE T, Neumann UP, Bednarsch J. The Role of Single-Nucleotide Polymorphisms in Cholangiocarcinoma: A Systematic Review. Cancers (Basel) 2022; 14:cancers14235969. [PMID: 36497451 PMCID: PMC9739277 DOI: 10.3390/cancers14235969] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 11/25/2022] [Accepted: 11/28/2022] [Indexed: 12/12/2022] Open
Abstract
Single-nucleotide polymorphisms (SNPs) play an essential role in various malignancies, but their role in cholangiocarcinoma (CCA) remains to be elucidated. Therefore, the purpose of this systematic review was to evaluate the association between SNPs and CCA, focusing on tumorigenesis and prognosis. A systematic literature search was carried out using PubMed, Embase, Web of Science and the Cochrane database for the association between SNPs and CCA, including literature published between January 2000 and April 2022. This systematic review compiles 43 SNPs in 32 genes associated with CCA risk, metastatic progression and overall prognosis based on 34 studies. Susceptibility to CCA was associated with SNPs in genes related to inflammation (PTGS2/COX2, IL6, IFNG/IFN-γ, TNF/TNF-α), DNA repair (ERCC1, MTHFR, MUTYH, XRCC1, OGG1), detoxification (NAT1, NAT2 and ABCC2), enzymes (SERPINA1, GSTO1, APOBEC3A, APOBEC3B), RNA (HOTAIR) and membrane-based proteins (EGFR, GAB1, KLRK1/NKG2D). Overall oncological prognosis was also related to SNPs in eight genes (GNB3, NFE2L2/NRF2, GALNT14, EGFR, XRCC1, EZH2, GNAS, CXCR1). Our findings indicate that multiple SNPs play different roles at various stages of CCA and might serve as biomarkers guiding treatment and allowing oncological risk assessment. Considering the differences in SNP detection methods, patient ethnicity and corresponding environmental factors, more large-scale multicentric investigations are needed to fully determine the potential of SNP analysis for CCA susceptibility prediction and prognostication.
Collapse
Affiliation(s)
- Guanwu Wang
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany
| | - Lara Rosaline Heij
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany
- Institute of Pathology, University Hospital RWTH Aachen, 52074 Aachen, Germany
- NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht University, 6211 LK Maastricht, The Netherlands
- Department of Pathology, Erasmus Medical Center Rotterdam, 3015 GD Rotterdam, The Netherlands
| | - Dong Liu
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany
| | - Edgar Dahl
- Institute of Pathology, University Hospital RWTH Aachen, 52074 Aachen, Germany
| | - Sven Arke LANG
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany
| | - Tom Florian Ulmer
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany
| | - Tom LUEDDE
- Department of Gastroenterology, Hepatology and Infectious Diseases, University Hospital Heinrich Heine University Duesseldorf, 40225 Duesseldorf, Germany
| | - Ulf Peter Neumann
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany
- Department of Surgery, Maastricht University Medical Center (MUMC), 6229 HX Maastricht, The Netherlands
| | - Jan Bednarsch
- Department of Surgery and Transplantation, University Hospital RWTH Aachen, 52074 Aachen, Germany
- Correspondence:
| |
Collapse
|
9
|
Socco S, Wake DT, Lee JC, Dunnenberger HM. Pharmacogenomics of medications given via nonconventional administration routes: a scoping review. Pharmacogenomics 2022; 23:933-948. [PMID: 36326000 DOI: 10.2217/pgs-2022-0093] [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: 07/10/2022] [Accepted: 10/04/2022] [Indexed: 11/05/2022] Open
Abstract
Pharmacogenomics (PGx) implementation has become increasingly widespread. One of the most important aspects of this implementation process is the development of appropriate clinical decision support (CDS). Major PGx resources, such as the Clinical Pharmacogenetics Implementation Consortium, provide valuable recommendations for the development of CDS for specific gene-drug pairs but do not specify whether the administration route of a drug is clinically relevant. It is also unknown if PGx alerts for nonorally and non-intravenously administered PGx-relevant medications should be suppressed to reduce alert fatigue. The purpose of this scoping review was to identify studies and their clinical, pharmacokinetic and pharmacodynamic outcomes to better determine if CDS alerts are relevant for nonorally and non-intravenously administered PGx-relevant medications. Although this scoping review identified multiple PGx studies, the results of these studies were inconsistent, and more evidence is needed regarding different routes of medication administration and PGx.
Collapse
Affiliation(s)
- Samantha Socco
- Department of Pharmacy Practice, University of Illinois Chicago College of Pharmacy, Chicago, IL 60612, USA
- Department of Precision Medicine, NorthShore University HealthSystem, Evanston, IL 60201, USA
| | - Dyson T Wake
- Department of Precision Medicine, NorthShore University HealthSystem, Evanston, IL 60201, USA
| | - James C Lee
- Department of Pharmacy Practice, University of Illinois Chicago College of Pharmacy, Chicago, IL 60612, USA
| | - Henry M Dunnenberger
- Department of Precision Medicine, NorthShore University HealthSystem, Evanston, IL 60201, USA
| |
Collapse
|
10
|
Chen WT, Lin SM, Lee WC, Wu TJ, Lin CC, Shen CH, Chang ML, Lin CL, Yeh CT. GALNT14 genotype-guided chemoembolization plus sorafenib therapy in hepatocellular carcinoma: a randomized trial. Hepatol Int 2022; 16:148-158. [PMID: 34982369 DOI: 10.1007/s12072-021-10283-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Accepted: 12/06/2021] [Indexed: 12/12/2022]
Abstract
BACKGROUND GALNT14-rs9679162 "TT" genotype is associated with favorable clinical outcomes in hepatocellular carcinoma (HCC) treated by transarterial chemoembolization (TACE). We investigated whether patients with GALNT14-rs9679162 "non-TT" unfavorable genotype benefited from chemoembolization plus sorafenib combination therapy. METHODS Intermediate stage HCC patients were recruited for GALNT14-rs9679162 genotyping before TACE. Patients with "TT" genotype received only TACE, labeled as TT (TACE) group. Patients with "non-TT" genotype ("GG" or "GT") were randomized to receive either TACE alone, labeled as Non-TT (TACE) group, or TACE plus sorafenib, labeled as Non-TT (TACE + Sora) group. The latter group received sorafenib 400 mg daily plus TACE. RESULTS From October 2015 to April 2019, 103 HCC patients scheduled to receive chemoembolization were screened. Of them, 84 met inclusion criteria and were assigned to TT (TACE) (n = 25), Non-TT (TACE) (n = 30) and Non-TT (TACE + Sora) (n = 29) groups according to their GALNT14 genotypes. Repeated TACE sessions were performed on-demand and patients were followed until November 2020. It was found that TT (TACE) and Non-TT (TACE + Sora) patients had shorter time-to-complete response compared with that in Non-TT (TACE) patients (p < 0.001 and 0.009, respectively). These two groups also had longer time-to-TACE progression (p < 0.001 and 0.006, respectively) and longer progression-free survival (p = 0.001 and 0.021, respectively). However, TT (TACE) patients harbored longer overall survival compared with those in non-TT (TACE + Sora) and non-TT (TACE) patients (p = 0.028, < 0.001, respectively). CONCLUSION Combination of sorafenib and TACE for "non-TT" patients partially overcame the genetic disadvantage on treatment outcomes in terms of time-to-complete response, time-to-TACE progression and progression-free survival. TRIAL REGISTRATION ClinicalTrials.gov NCT02504983.
Collapse
Affiliation(s)
- Wei-Ting Chen
- Liver Research Center, Linko Chang Gung Memorial Hospital, Chang Gung Memorial Hospital, Linkou Branch, 5, Fu-Shin Street, Taoyuan, 333, Taiwan
| | - Shi-Ming Lin
- Liver Research Center, Linko Chang Gung Memorial Hospital, Chang Gung Memorial Hospital, Linkou Branch, 5, Fu-Shin Street, Taoyuan, 333, Taiwan
| | - Wei-Chen Lee
- Division of Liver and Transplantation Surgery, Linko Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Ting-Jung Wu
- Division of Liver and Transplantation Surgery, Linko Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chen-Chun Lin
- Liver Research Center, Linko Chang Gung Memorial Hospital, Chang Gung Memorial Hospital, Linkou Branch, 5, Fu-Shin Street, Taoyuan, 333, Taiwan
| | - Chien-Heng Shen
- Department of Gastroenterology and Hepatology, Chiayi Chang Gung Memorial Hospital, Chiayi, Taiwan
| | - Ming-Ling Chang
- Liver Research Center, Linko Chang Gung Memorial Hospital, Chang Gung Memorial Hospital, Linkou Branch, 5, Fu-Shin Street, Taoyuan, 333, Taiwan
| | - Chih-Lang Lin
- Department of Gastroenterology and Hepatology, Keelung Chang Gung Memorial Hospital, Keelung, Taiwan
| | - Chau-Ting Yeh
- Liver Research Center, Linko Chang Gung Memorial Hospital, Chang Gung Memorial Hospital, Linkou Branch, 5, Fu-Shin Street, Taoyuan, 333, Taiwan.
| |
Collapse
|
11
|
Liang KH, Chen SF, Lin YH, Chu YD, Lin YH, Lai MW, Lin CL, Yeh CT. Tenofovir Hampers the Efficacy of Sorafenib in Prolonging Overall Survival in Hepatocellular Carcinoma. Biomedicines 2021; 9:biomedicines9111539. [PMID: 34829768 PMCID: PMC8614833 DOI: 10.3390/biomedicines9111539] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 10/17/2021] [Accepted: 10/22/2021] [Indexed: 01/04/2023] Open
Abstract
Sorafenib is a first-line treatment for patients with advanced hepatocellular carcinoma (HCC). These patients may simultaneously receive anti-hepatitis B treatment if they are viremic. The N-Acetylgalactosaminyltransferase 14 (GALNT14) gene can serve as a biomarker to guide HCC treatments. However, the enzyme substrates of its gene product, GalNAc-T14 (a glycosyltransferase), remained uncharacterized. Here, we conducted a glycoproteome-wide search for GalNAc-T14 substrates using lectin affinity chromatography followed by tandem mass spectrometry. Seventeen novel GalNAc-T14 substrates were identified. A connective map analysis showed that an antiviral drug, tenofovir, was the leading medicinal compound to down-regulate the expression of these substrates. In vitro assays showed that HCC cells were resistant to sorafenib if pretreated by tenofovir but not entecavir. Clinical analysis showed that the concomitant use of tenofovir and sorafenib was a previously unrecognized predictive factor for unfavorable overall survival (hazard ratio = 2.060, 95% confidence interval = [1.256, 3.381], p = 0.004) in a cohort of 181 hepatitis-B-related, sorafenib-treated HCC patients (concomitant tenofovir versus entecavir treatment; p = 0.003). In conclusion, by conducting a glycoproteome-wide search for GalNAc-T14 substrates, we unexpectedly found that tenofovir was a major negative regulator of GalNAc-T14 substrates and an unfavorable anti-hepatitis B drug in HCC patients receiving sorafenib.
Collapse
Affiliation(s)
- Kung-Hao Liang
- Department of Medical Research, Taipei Veterans General Hospital, Taipei 112, Taiwan
- Institute of Food Safety and Health Risk Assessment, National Yang Ming Chiao Tung University, Taipei 112, Taiwan
- Institute of Biomedical Informatics, National Yang Ming Chiao Tung University, Taipei 112, Taiwan
- Correspondence: (K.-H.L.); (C.-T.Y.); Tel.: +886-2-28712121 (ext. 1296) (K.-H.L.); +886-3-3281200 (ext. 8129) (C.-T.Y.); Fax: 886-3-3282824 (C.-T.Y.)
| | - Sung-Fang Chen
- Department of Chemistry, National Taiwan Normal University, Taipei 106, Taiwan; (S.-F.C.); (Y.-H.L.)
| | - Yu-Hua Lin
- Department of Chemistry, National Taiwan Normal University, Taipei 106, Taiwan; (S.-F.C.); (Y.-H.L.)
| | - Yu-De Chu
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taoyuan 333, Taiwan; (Y.-D.C.); (Y.-H.L.); (M.-W.L.); (C.-L.L.)
| | - Yang-Hsiang Lin
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taoyuan 333, Taiwan; (Y.-D.C.); (Y.-H.L.); (M.-W.L.); (C.-L.L.)
| | - Ming-Wei Lai
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taoyuan 333, Taiwan; (Y.-D.C.); (Y.-H.L.); (M.-W.L.); (C.-L.L.)
| | - Chih-Lang Lin
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taoyuan 333, Taiwan; (Y.-D.C.); (Y.-H.L.); (M.-W.L.); (C.-L.L.)
- Liver Research Unit, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
- Community Medicine Research Center, Keelung Chang Gung Memorial Hospital, Keelung 204, Taiwan
| | - Chau-Ting Yeh
- Liver Research Center, Chang Gung Memorial Hospital, Linkou, Taoyuan 333, Taiwan; (Y.-D.C.); (Y.-H.L.); (M.-W.L.); (C.-L.L.)
- Molecular Medicine Research Center, Chang Gung University, Taoyuan 333, Taiwan
- Correspondence: (K.-H.L.); (C.-T.Y.); Tel.: +886-2-28712121 (ext. 1296) (K.-H.L.); +886-3-3281200 (ext. 8129) (C.-T.Y.); Fax: 886-3-3282824 (C.-T.Y.)
| |
Collapse
|
12
|
Lin WR, Yeh CT. GALNT14: An Emerging Marker Capable of Predicting Therapeutic Outcomes in Multiple Cancers. Int J Mol Sci 2020; 21:1491. [PMID: 32098271 PMCID: PMC7073045 DOI: 10.3390/ijms21041491] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2020] [Revised: 02/20/2020] [Accepted: 02/20/2020] [Indexed: 02/08/2023] Open
Abstract
Members of the polypeptide N-acetylgalactosaminyltransferase (GALNT) family function as the initiating enzymes that catalyze mucin-type O-glycosylation of proteins, and their dysregulated expression can alter cancer cell behaviors such as de novo occurrence, proliferation, migration, metastasis, and drug resistance. Recent studies have demonstrated that one of the family's members, GALNT14, is aberrantly expressed in multiple cancers and involved in a variety of biological functions. Moreover, the single nucleotide polymorphisms (SNPs) of GALNT14-rs9679162 have been shown to predict therapeutic outcomes in patients with hepatocellular carcinoma as well as several other different types of gastrointestinal cancer. This review summarizes the structural features of GANLT14, its functional roles, and the predictive values of GALNT14 genotypes and enzyme levels in multiple cancers receiving distinct anticancer therapies.
Collapse
Affiliation(s)
- Wey-Ran Lin
- Department of Gastroenterology and Hepatology, Linkou Chang Gung Memorial Hospital, Taoyuan 333, Taiwan;
- Liver Research Center, Linkou Chang Gung Memorial Hospital, Taoyuan 333, Taiwan
- College of Medicine, Chang Gung University, Taoyuan 333, Taiwan
| | - Chau-Ting Yeh
- Department of Gastroenterology and Hepatology, Linkou Chang Gung Memorial Hospital, Taoyuan 333, Taiwan;
- Liver Research Center, Linkou Chang Gung Memorial Hospital, Taoyuan 333, Taiwan
- College of Medicine, Chang Gung University, Taoyuan 333, Taiwan
| |
Collapse
|