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Diagnostic implication of a circulating serum-based three-microRNA signature in hepatocellular carcinoma
Owing to the diagnostic dilemma, the prognosis of hepatocellular carcinoma (HCC) remains impoverished, contributing to the globally high mortality rate. Currently, HCC diagnosis depends on the combination of imaging modalities and the measurement of serum alpha-fetoprotein (AFP) levels. Nevertheless...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9705795/ https://www.ncbi.nlm.nih.gov/pubmed/36457743 http://dx.doi.org/10.3389/fgene.2022.929787 |
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author | Yousuf, Tahira Dar, Sadaf Bashir Bangri, Sadaf Ali Choh, Naseer A. Rasool, Zubaida Shah, Altaf Rather, Rafiq Ahmed Rah, Bilal Bhat, Gh Rasool Ali, Shazia Afroze, Dil |
author_facet | Yousuf, Tahira Dar, Sadaf Bashir Bangri, Sadaf Ali Choh, Naseer A. Rasool, Zubaida Shah, Altaf Rather, Rafiq Ahmed Rah, Bilal Bhat, Gh Rasool Ali, Shazia Afroze, Dil |
author_sort | Yousuf, Tahira |
collection | PubMed |
description | Owing to the diagnostic dilemma, the prognosis of hepatocellular carcinoma (HCC) remains impoverished, contributing to the globally high mortality rate. Currently, HCC diagnosis depends on the combination of imaging modalities and the measurement of serum alpha-fetoprotein (AFP) levels. Nevertheless, these conventional modalities exhibit poor performance in detecting HCC at early stages. Thus, there is a pressing need to identify novel circulating biomarkers to promote diagnostic accuracy and surveillance. Circulating miRNAs are emerging as promising diagnostic tools in screening various cancers, including HCC. However, because of heterogenous and, at times, contradictory reports, the universality of miRNAs in clinical settings remains elusive. Consequently, we proposed to explore the diagnostic potential of ten miRNAs selected on a candidate-based approach in HCC diagnosis. The expression of ten candidate miRNAs (Let-7a, miR-15a, miR-26a, miR-124, miR-126, miR-155, miR-219, miR-221, miR-222, and miR-340) was investigated in serum and tissue of 66 subjects, including 33 HCC patients and 33 healthy controls (HC), by rt-PCR. Receiver operating characteristic curve (ROC) analysis was used to determine the diagnostic accuracy of the prospective serum miRNA panel. To anticipate the potential biological roles of a three-miRNA signature, the target genes were evaluated using the Kyoto Encyclopedia of Genes and Genomes (KEGG) signaling pathway. The serum and tissue expression of miRNAs (Let-7a, miR-26a, miR-124, miR-155, miR-221, miR-222, and miR-340) were differentially expressed in HCC patients (p < 0.05). The ROC analysis revealed promising diagnostic performance of Let-7a (AUC = 0.801), miR-221 (AUC = 0.786), and miR-2 (AUC = 0.758) in discriminating HCC from HC. Furthermore, in a logistic regression equation, we identified a three-miRNA panel (Let-7a, miR-221, and miR-222; AUC = 0.932) with improved diagnostic efficiency in differentiating HCC from HC. Remarkably, the combination of AFP and a three-miRNA panel offered a higher accuracy of HCC diagnosis (AUC = 0.961) than AFP alone. The functional enrichment analysis demonstrated that target genes may contribute to pathways associated with HCC and cell-cycle regulation, indicating possible crosstalk of miRNAs with HCC development. To conclude, the combined classifier of a three-miRNA panel and AFP could be indispensable circulating biomarkers for HCC diagnosis. Furthermore, targeting predicted genes may provide new therapeutic clues for the treatment of aggressive HCC. |
format | Online Article Text |
id | pubmed-9705795 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97057952022-11-30 Diagnostic implication of a circulating serum-based three-microRNA signature in hepatocellular carcinoma Yousuf, Tahira Dar, Sadaf Bashir Bangri, Sadaf Ali Choh, Naseer A. Rasool, Zubaida Shah, Altaf Rather, Rafiq Ahmed Rah, Bilal Bhat, Gh Rasool Ali, Shazia Afroze, Dil Front Genet Genetics Owing to the diagnostic dilemma, the prognosis of hepatocellular carcinoma (HCC) remains impoverished, contributing to the globally high mortality rate. Currently, HCC diagnosis depends on the combination of imaging modalities and the measurement of serum alpha-fetoprotein (AFP) levels. Nevertheless, these conventional modalities exhibit poor performance in detecting HCC at early stages. Thus, there is a pressing need to identify novel circulating biomarkers to promote diagnostic accuracy and surveillance. Circulating miRNAs are emerging as promising diagnostic tools in screening various cancers, including HCC. However, because of heterogenous and, at times, contradictory reports, the universality of miRNAs in clinical settings remains elusive. Consequently, we proposed to explore the diagnostic potential of ten miRNAs selected on a candidate-based approach in HCC diagnosis. The expression of ten candidate miRNAs (Let-7a, miR-15a, miR-26a, miR-124, miR-126, miR-155, miR-219, miR-221, miR-222, and miR-340) was investigated in serum and tissue of 66 subjects, including 33 HCC patients and 33 healthy controls (HC), by rt-PCR. Receiver operating characteristic curve (ROC) analysis was used to determine the diagnostic accuracy of the prospective serum miRNA panel. To anticipate the potential biological roles of a three-miRNA signature, the target genes were evaluated using the Kyoto Encyclopedia of Genes and Genomes (KEGG) signaling pathway. The serum and tissue expression of miRNAs (Let-7a, miR-26a, miR-124, miR-155, miR-221, miR-222, and miR-340) were differentially expressed in HCC patients (p < 0.05). The ROC analysis revealed promising diagnostic performance of Let-7a (AUC = 0.801), miR-221 (AUC = 0.786), and miR-2 (AUC = 0.758) in discriminating HCC from HC. Furthermore, in a logistic regression equation, we identified a three-miRNA panel (Let-7a, miR-221, and miR-222; AUC = 0.932) with improved diagnostic efficiency in differentiating HCC from HC. Remarkably, the combination of AFP and a three-miRNA panel offered a higher accuracy of HCC diagnosis (AUC = 0.961) than AFP alone. The functional enrichment analysis demonstrated that target genes may contribute to pathways associated with HCC and cell-cycle regulation, indicating possible crosstalk of miRNAs with HCC development. To conclude, the combined classifier of a three-miRNA panel and AFP could be indispensable circulating biomarkers for HCC diagnosis. Furthermore, targeting predicted genes may provide new therapeutic clues for the treatment of aggressive HCC. Frontiers Media S.A. 2022-11-15 /pmc/articles/PMC9705795/ /pubmed/36457743 http://dx.doi.org/10.3389/fgene.2022.929787 Text en Copyright © 2022 Yousuf, Dar, Bangri, Choh, Rasool, Shah, Rather, Rah, Bhat, Ali and Afroze. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Yousuf, Tahira Dar, Sadaf Bashir Bangri, Sadaf Ali Choh, Naseer A. Rasool, Zubaida Shah, Altaf Rather, Rafiq Ahmed Rah, Bilal Bhat, Gh Rasool Ali, Shazia Afroze, Dil Diagnostic implication of a circulating serum-based three-microRNA signature in hepatocellular carcinoma |
title | Diagnostic implication of a circulating serum-based three-microRNA signature in hepatocellular carcinoma |
title_full | Diagnostic implication of a circulating serum-based three-microRNA signature in hepatocellular carcinoma |
title_fullStr | Diagnostic implication of a circulating serum-based three-microRNA signature in hepatocellular carcinoma |
title_full_unstemmed | Diagnostic implication of a circulating serum-based three-microRNA signature in hepatocellular carcinoma |
title_short | Diagnostic implication of a circulating serum-based three-microRNA signature in hepatocellular carcinoma |
title_sort | diagnostic implication of a circulating serum-based three-microrna signature in hepatocellular carcinoma |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9705795/ https://www.ncbi.nlm.nih.gov/pubmed/36457743 http://dx.doi.org/10.3389/fgene.2022.929787 |
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