Rehab I. Moustafa , Sally Farouk , Noha G. Bader El Din , Hend I. Shousha , Ahmed Khairy , Yasser K. Elesnawy , Heba Shawky , Ahmed M. Gabr , Ashraf O. Abdelaziz , Amr Abdelaal , Hassan Elsayed
{"title":"肝细胞癌DAA治疗后外周血基因表达特征作为预测性生物标志物的评估","authors":"Rehab I. Moustafa , Sally Farouk , Noha G. Bader El Din , Hend I. Shousha , Ahmed Khairy , Yasser K. Elesnawy , Heba Shawky , Ahmed M. Gabr , Ashraf O. Abdelaziz , Amr Abdelaal , Hassan Elsayed","doi":"10.1016/j.jgeb.2025.100583","DOIUrl":null,"url":null,"abstract":"<div><div>Hepatocellular carcinoma (HCC) is a major cause of cancer mortality worldwide, with viral hepatitis accounting for about 80 % of incidences. In Egypt, HCV contributes to 63 % of HCC cases. Although DAAs have achieved high SVR rates, they do not eliminate the risk of HCV-related HCC. Persistent epigenetic changes induced by HCV-infection may establish an “oncogenic memory” that promotes HCC even after viral clearance. Peripheral blood mononuclear cells (PBMCs) offer a non-invasive platform for detecting systemic immune and oncogenic signatures, aiding HCC risk assessment. This study aimed to characterize the expression of an epigenetically induced gene panel, comprising JUNB, WNT10A, SPHK1, EDN1, and KLF4 in hepatic tissues and PBMCs from Egyptian HCC patients with HCV genotype 4 who achieved SVR. In silico analyses revealed strong epigenetic associations of these genes, including links to histone-modifying enzymes, protein–protein interaction networks, and enrichment in cancer-related pathways. Gene expression was analyzed using qRT-PCR in SVR individuals, chronic HCV patients, and healthy controls, with diagnostic performance evaluated using multivariate regression and ROC curve analyses. Our results showed significant upregulation of WNT10A, SPHK1, JUNB, and EDN1 and downregulation of KLF4 in PBMCs, particularly post-SVR. PBMC expression showed high diagnostic accuracy (AUROC > 0.92 for SPHK1, WNT10A, JUNB). In conclusion, combining PBMC gene expression profiling with in-silico analyses highlights JUNB, WNT10A, SPHK1, EDN1, and KLF4 as promising non-invasive biomarker panel for HCC risk in DAA-SVR patients, reflecting their integration into epigenetic and oncogenic networks and supporting their potential for risk stratification and therapeutic targeting.</div></div>","PeriodicalId":53463,"journal":{"name":"Journal of Genetic Engineering and Biotechnology","volume":"23 4","pages":"Article 100583"},"PeriodicalIF":2.8000,"publicationDate":"2025-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Assessment of peripheral gene expression signatures as predictive biomarkers for hepatocellular carcinoma following DAA treatment\",\"authors\":\"Rehab I. Moustafa , Sally Farouk , Noha G. Bader El Din , Hend I. Shousha , Ahmed Khairy , Yasser K. Elesnawy , Heba Shawky , Ahmed M. Gabr , Ashraf O. Abdelaziz , Amr Abdelaal , Hassan Elsayed\",\"doi\":\"10.1016/j.jgeb.2025.100583\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Hepatocellular carcinoma (HCC) is a major cause of cancer mortality worldwide, with viral hepatitis accounting for about 80 % of incidences. In Egypt, HCV contributes to 63 % of HCC cases. Although DAAs have achieved high SVR rates, they do not eliminate the risk of HCV-related HCC. Persistent epigenetic changes induced by HCV-infection may establish an “oncogenic memory” that promotes HCC even after viral clearance. Peripheral blood mononuclear cells (PBMCs) offer a non-invasive platform for detecting systemic immune and oncogenic signatures, aiding HCC risk assessment. This study aimed to characterize the expression of an epigenetically induced gene panel, comprising JUNB, WNT10A, SPHK1, EDN1, and KLF4 in hepatic tissues and PBMCs from Egyptian HCC patients with HCV genotype 4 who achieved SVR. In silico analyses revealed strong epigenetic associations of these genes, including links to histone-modifying enzymes, protein–protein interaction networks, and enrichment in cancer-related pathways. Gene expression was analyzed using qRT-PCR in SVR individuals, chronic HCV patients, and healthy controls, with diagnostic performance evaluated using multivariate regression and ROC curve analyses. Our results showed significant upregulation of WNT10A, SPHK1, JUNB, and EDN1 and downregulation of KLF4 in PBMCs, particularly post-SVR. PBMC expression showed high diagnostic accuracy (AUROC > 0.92 for SPHK1, WNT10A, JUNB). In conclusion, combining PBMC gene expression profiling with in-silico analyses highlights JUNB, WNT10A, SPHK1, EDN1, and KLF4 as promising non-invasive biomarker panel for HCC risk in DAA-SVR patients, reflecting their integration into epigenetic and oncogenic networks and supporting their potential for risk stratification and therapeutic targeting.</div></div>\",\"PeriodicalId\":53463,\"journal\":{\"name\":\"Journal of Genetic Engineering and Biotechnology\",\"volume\":\"23 4\",\"pages\":\"Article 100583\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2025-10-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Genetic Engineering and Biotechnology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1687157X25001271\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"Biochemistry, Genetics and Molecular Biology\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Genetic Engineering and Biotechnology","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1687157X25001271","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Biochemistry, Genetics and Molecular Biology","Score":null,"Total":0}
Assessment of peripheral gene expression signatures as predictive biomarkers for hepatocellular carcinoma following DAA treatment
Hepatocellular carcinoma (HCC) is a major cause of cancer mortality worldwide, with viral hepatitis accounting for about 80 % of incidences. In Egypt, HCV contributes to 63 % of HCC cases. Although DAAs have achieved high SVR rates, they do not eliminate the risk of HCV-related HCC. Persistent epigenetic changes induced by HCV-infection may establish an “oncogenic memory” that promotes HCC even after viral clearance. Peripheral blood mononuclear cells (PBMCs) offer a non-invasive platform for detecting systemic immune and oncogenic signatures, aiding HCC risk assessment. This study aimed to characterize the expression of an epigenetically induced gene panel, comprising JUNB, WNT10A, SPHK1, EDN1, and KLF4 in hepatic tissues and PBMCs from Egyptian HCC patients with HCV genotype 4 who achieved SVR. In silico analyses revealed strong epigenetic associations of these genes, including links to histone-modifying enzymes, protein–protein interaction networks, and enrichment in cancer-related pathways. Gene expression was analyzed using qRT-PCR in SVR individuals, chronic HCV patients, and healthy controls, with diagnostic performance evaluated using multivariate regression and ROC curve analyses. Our results showed significant upregulation of WNT10A, SPHK1, JUNB, and EDN1 and downregulation of KLF4 in PBMCs, particularly post-SVR. PBMC expression showed high diagnostic accuracy (AUROC > 0.92 for SPHK1, WNT10A, JUNB). In conclusion, combining PBMC gene expression profiling with in-silico analyses highlights JUNB, WNT10A, SPHK1, EDN1, and KLF4 as promising non-invasive biomarker panel for HCC risk in DAA-SVR patients, reflecting their integration into epigenetic and oncogenic networks and supporting their potential for risk stratification and therapeutic targeting.
期刊介绍:
Journal of genetic engineering and biotechnology is devoted to rapid publication of full-length research papers that leads to significant contribution in advancing knowledge in genetic engineering and biotechnology and provide novel perspectives in this research area. JGEB includes all major themes related to genetic engineering and recombinant DNA. The area of interest of JGEB includes but not restricted to: •Plant genetics •Animal genetics •Bacterial enzymes •Agricultural Biotechnology, •Biochemistry, •Biophysics, •Bioinformatics, •Environmental Biotechnology, •Industrial Biotechnology, •Microbial biotechnology, •Medical Biotechnology, •Bioenergy, Biosafety, •Biosecurity, •Bioethics, •GMOS, •Genomic, •Proteomic JGEB accepts