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丙型肝炎病毒相关肝细胞癌的预后微小RNA检测:整合计算生物学与临床验证

Prognostic MicroRNA Panel for HCV-Associated HCC: Integrating Computational Biology and Clinical Validation.

作者信息

Dabbish Areeg M, Abdelzaher Hana M, Abohawya Moustafa, Shamma Samir, Mahmoud Yosra H, Maged Amr, Manaa Mohamed, Hassany Mohamed, Kobeissy Firas, Bazgir Omid, El-Fawal Hassan, Azzazy Hassan M E, Abdelnaser Anwar

机构信息

Biotechnology Graduate Program, Department of Biology, School of Sciences and Engineering, The American University in Cairo, New Cairo 11835, Egypt.

Institute of Global Health and Human Ecology (IGHHE), The American University in Cairo, New Cairo 11835, Egypt.

出版信息

Cancers (Basel). 2022 Jun 21;14(13):3036. doi: 10.3390/cancers14133036.

Abstract

Early detection of hepatocellular carcinoma (HCC) will reduce morbidity and mortality rates of this widely spread disease. Dysregulation in microRNA (miRNA) expression is associated with HCC progression. The objective is to identify a panel of differentially expressed miRNAs (DE-miRNAs) to enhance HCC early prediction in hepatitis C virus (HCV) infected patients. Candidate miRNAs were selected using a bioinformatic analysis of microarray and RNA-sequencing datasets, resulting in nine DE-miRNAs (miR-142, miR-150, miR-183, miR-199a, miR-215, miR-217, miR-224, miR-424, and miR-3607). Their expressions were validated in the serum of 44 healthy individuals, 62 non-cirrhotic HCV patients, 67 cirrhotic-HCV, and 72 HCV-associated-HCC patients using real-time PCR (qPCR). There was a significant increase in serum concentrations of the nine-candidate miRNAs in HCC and HCV patients relative to healthy individuals. MiR-424, miR-199a, miR-142, and miR-224 expressions were significantly altered in HCC compared to non-cirrhotic patients. A panel of five miRNAs improved sensitivity and specificity of HCC detection to 100% and 95.12% relative to healthy controls. Distinguishing HCC from HCV-treated patients was achieved by 70.8% sensitivity and 61.9% specificity using the combined panel, compared to alpha-fetoprotein (51.4% sensitivity and 60.67% specificity). These preliminary data show that the novel miRNAs panel (miR-150, miR-199a, miR-224, miR-424, and miR-3607) could serve as a potential non-invasive biomarker for HCC early prediction in chronic HCV patients. Further prospective studies on a larger cohort of patients should be conducted to assess the potential prognostic ability of the miRNAs panel.

摘要

肝细胞癌(HCC)的早期检测将降低这种广泛传播疾病的发病率和死亡率。微小RNA(miRNA)表达失调与HCC进展相关。目的是鉴定一组差异表达的miRNA(DE-miRNA),以增强丙型肝炎病毒(HCV)感染患者的HCC早期预测。通过对微阵列和RNA测序数据集进行生物信息学分析来选择候选miRNA,得到9种DE-miRNA(miR-142、miR-150、miR-183、miR-199a、miR-215、miR-217、miR-224、miR-424和miR-3607)。使用实时定量聚合酶链反应(qPCR)在44名健康个体、62名非肝硬化HCV患者、67名肝硬化HCV患者和72名HCV相关HCC患者的血清中验证了它们的表达。与健康个体相比,HCC和HCV患者血清中这9种候选miRNA的浓度显著升高。与非肝硬化患者相比,HCC患者中miR-424、miR-199a、miR-142和miR-224的表达有显著改变。相对于健康对照,一组5种miRNA将HCC检测的敏感性和特异性提高到100%和95.12%。与甲胎蛋白(敏感性51.4%,特异性60.67%)相比,使用联合检测组区分HCC与HCV治疗患者的敏感性为70.8%,特异性为61.9%。这些初步数据表明,新的miRNA组(miR-150、miR-199a、miR-224、miR-424和miR-3607)可作为慢性HCV患者HCC早期预测的潜在非侵入性生物标志物。应针对更大规模的患者队列进行进一步的前瞻性研究,以评估miRNA组的潜在预后能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d044/9265118/1461111ae14f/cancers-14-03036-g001.jpg

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