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A panel of blood-derived miRNAs with a stable expression pattern as a potential pan-cancer detection signature
Introduction: MicroRNAs have a significant role in the regulation of the transcriptome. Several miRNAs have been proposed as potential biomarkers in different malignancies. However, contradictory results have been reported on the capability of miRNA biomarkers in cancer detection. The human biologic...
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/PMC9798419/ https://www.ncbi.nlm.nih.gov/pubmed/36589227 http://dx.doi.org/10.3389/fmolb.2022.1030749 |
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author | Sabbaghian, Amir Mussack, Veronika Kirchner, Benedikt Bui, Maria L. U. Kalani, Mohammad Reza Pfaffl, Michael W. Golalipour, Masoud |
author_facet | Sabbaghian, Amir Mussack, Veronika Kirchner, Benedikt Bui, Maria L. U. Kalani, Mohammad Reza Pfaffl, Michael W. Golalipour, Masoud |
author_sort | Sabbaghian, Amir |
collection | PubMed |
description | Introduction: MicroRNAs have a significant role in the regulation of the transcriptome. Several miRNAs have been proposed as potential biomarkers in different malignancies. However, contradictory results have been reported on the capability of miRNA biomarkers in cancer detection. The human biological clock involves molecular mechanisms that regulate several genes over time. Therefore, the sampling time becomes one of the significant factors in gene expression studies. Method: In the present study, we have tried to find miRNAs with minimum fluctuation in expression levels at different time points that could be more accurate candidates as diagnostic biomarkers. The small RNA-seq raw data of ten healthy individuals across nine-time points were analyzed to identify miRNAs with stable expression. Results: We have found five oscillation patterns. The stable miRNAs were investigated in 779 small-RNA-seq datasets of eleven cancer types. All miRNAs with the highest differential expression were selected for further analysis. The selected miRNAs were explored for functional pathways. The predominantly enriched pathways were miRNA in cancer and the P53-signaling pathway. Finally, we have found seven miRNAs, including miR-142-3p, miR-199a-5p, miR-223-5p, let-7d-5p, miR-148b-3p, miR-340-5p, and miR-421. These miRNAs showed minimum fluctuation in healthy blood and were dysregulated in the blood of eleven cancer types. Conclusion: We have found a signature of seven stable miRNAs which dysregulate in several cancer types and may serve as potential pan-cancer biomarkers. |
format | Online Article Text |
id | pubmed-9798419 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97984192022-12-30 A panel of blood-derived miRNAs with a stable expression pattern as a potential pan-cancer detection signature Sabbaghian, Amir Mussack, Veronika Kirchner, Benedikt Bui, Maria L. U. Kalani, Mohammad Reza Pfaffl, Michael W. Golalipour, Masoud Front Mol Biosci Molecular Biosciences Introduction: MicroRNAs have a significant role in the regulation of the transcriptome. Several miRNAs have been proposed as potential biomarkers in different malignancies. However, contradictory results have been reported on the capability of miRNA biomarkers in cancer detection. The human biological clock involves molecular mechanisms that regulate several genes over time. Therefore, the sampling time becomes one of the significant factors in gene expression studies. Method: In the present study, we have tried to find miRNAs with minimum fluctuation in expression levels at different time points that could be more accurate candidates as diagnostic biomarkers. The small RNA-seq raw data of ten healthy individuals across nine-time points were analyzed to identify miRNAs with stable expression. Results: We have found five oscillation patterns. The stable miRNAs were investigated in 779 small-RNA-seq datasets of eleven cancer types. All miRNAs with the highest differential expression were selected for further analysis. The selected miRNAs were explored for functional pathways. The predominantly enriched pathways were miRNA in cancer and the P53-signaling pathway. Finally, we have found seven miRNAs, including miR-142-3p, miR-199a-5p, miR-223-5p, let-7d-5p, miR-148b-3p, miR-340-5p, and miR-421. These miRNAs showed minimum fluctuation in healthy blood and were dysregulated in the blood of eleven cancer types. Conclusion: We have found a signature of seven stable miRNAs which dysregulate in several cancer types and may serve as potential pan-cancer biomarkers. Frontiers Media S.A. 2022-12-15 /pmc/articles/PMC9798419/ /pubmed/36589227 http://dx.doi.org/10.3389/fmolb.2022.1030749 Text en Copyright © 2022 Sabbaghian, Mussack, Kirchner, Bui, Kalani, Pfaffl and Golalipour. 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 | Molecular Biosciences Sabbaghian, Amir Mussack, Veronika Kirchner, Benedikt Bui, Maria L. U. Kalani, Mohammad Reza Pfaffl, Michael W. Golalipour, Masoud A panel of blood-derived miRNAs with a stable expression pattern as a potential pan-cancer detection signature |
title | A panel of blood-derived miRNAs with a stable expression pattern as a potential pan-cancer detection signature |
title_full | A panel of blood-derived miRNAs with a stable expression pattern as a potential pan-cancer detection signature |
title_fullStr | A panel of blood-derived miRNAs with a stable expression pattern as a potential pan-cancer detection signature |
title_full_unstemmed | A panel of blood-derived miRNAs with a stable expression pattern as a potential pan-cancer detection signature |
title_short | A panel of blood-derived miRNAs with a stable expression pattern as a potential pan-cancer detection signature |
title_sort | panel of blood-derived mirnas with a stable expression pattern as a potential pan-cancer detection signature |
topic | Molecular Biosciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9798419/ https://www.ncbi.nlm.nih.gov/pubmed/36589227 http://dx.doi.org/10.3389/fmolb.2022.1030749 |
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