A panel of three microRNA signatures as a potential biomarker for CRC screening based on stages and functional prediction using bioinformatic analysis

Background: MicroRNA (miRNA) has been linked to colorectal cancer (CRC) tumorigenesis due to its post-transcriptional mechanism in targeting cancer-associated genes. Although miRNAs appear to be promising screening biomarkers, functional prediction analysis is required to shed light on their role in...

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Main Authors: Mohamed, Syarah Syamimi, Ahmad, Azmir, Ab Mutalib, Nurul Syakima, Tengku Din, Tengku Ahmad Damitri Al-Astani, Md Salleh, Md Salzihan, Zakaria, Andee Dzulkarnaen, Zakaria, Zaidi
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Language:English
English
English
Published: HH Publisher 2023
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Online Access:http://irep.iium.edu.my/106607/13/106607_A%20panel%20of%20three%20microRNA%20signatures%20as%20a%20potential%20biomarker.pdf
http://irep.iium.edu.my/106607/14/106607_A%20panel%20of%20three%20microRNA%20signatures%20as%20a%20potential%20biomarker_Scopus.pdf
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spelling my.iium.irep.1066072023-09-14T08:54:22Z http://irep.iium.edu.my/106607/ A panel of three microRNA signatures as a potential biomarker for CRC screening based on stages and functional prediction using bioinformatic analysis Mohamed, Syarah Syamimi Ahmad, Azmir Ab Mutalib, Nurul Syakima Tengku Din, Tengku Ahmad Damitri Al-Astani Md Salleh, Md Salzihan Zakaria, Andee Dzulkarnaen Zakaria, Zaidi RC254 Neoplasms. Tumors. Oncology (including Cancer) RC270 Neoplasms. Tumors. Oncology-Cancer and Other Malignant Neoplasms-Therapeutics Background: MicroRNA (miRNA) has been linked to colorectal cancer (CRC) tumorigenesis due to its post-transcriptional mechanism in targeting cancer-associated genes. Although miRNAs appear to be promising screening biomarkers, functional prediction analysis is required to shed light on their role in CRC tumorigenesis. Therefore, this study aims to identify the significantly deregulated miRNAs in CRC tumorigenesis. (2) Methods: Three upregulated miRNAs (hsa-miR-20a-5p, hsa-miR-21-5p, and hsa-miR210-3p) from 14 significant differentially expressed miRNAs (DEMs) were chosen from microarray profiling to be validated in plasma. Bioinformatics analyses showed that these miRNAs generally contributed to tumorigenesis, but only hsa-miR-20a-5p and hsa-miR-21-5p were specifically linked to CRC. Only two miRNAs showed a positive correlation when compared to their expression in plasma. However, further analysis showed that all three miRNAs in plasma were significantly difference between the early and advanced stages of CRC. ROC curve analysis was used to evaluate miRNAs’ diagnostic performance in the early and advanced stages. (3) Results: Collectively, hsa-miR-20a-5p showed the highest discriminative value (AUC= 0.82, sensitivity = 86%, and specificity= 88%) in discriminating early CRC, while both hsa-miR-21-5p and hsa-miR-210-3p give a perfect performance for advance CRC. In addition, the performance of all miRNAs’ combinations also gives a perfect performance for diagnosis in both early and advanced CRC, except the combination of hsa-miR-20a-5p and hsa-miR-210-3p. (4) Conclusions: A few potential miRNA panels as CRC biomarker is needed for better prediction of disease. The reflective circulating miRNAs can be contributed to by minimal invasive screening tools. HH Publisher 2023-08-31 Article PeerReviewed application/pdf en http://irep.iium.edu.my/106607/13/106607_A%20panel%20of%20three%20microRNA%20signatures%20as%20a%20potential%20biomarker.pdf application/pdf en http://irep.iium.edu.my/106607/14/106607_A%20panel%20of%20three%20microRNA%20signatures%20as%20a%20potential%20biomarker_Scopus.pdf application/pdf en http://irep.iium.edu.my/106607/25/106607_A%20panel%20of%20three%20microRNA%20signatures%20as%20a%20potential%20biomarker_Research%20materials.pdf Mohamed, Syarah Syamimi and Ahmad, Azmir and Ab Mutalib, Nurul Syakima and Tengku Din, Tengku Ahmad Damitri Al-Astani and Md Salleh, Md Salzihan and Zakaria, Andee Dzulkarnaen and Zakaria, Zaidi (2023) A panel of three microRNA signatures as a potential biomarker for CRC screening based on stages and functional prediction using bioinformatic analysis. Progress in Microbes and Molecular Biology, 6 (1). pp. 1-17. E-ISSN 2637-1049 https://hh-publisher.com/ojs321/index.php/pmmb/article/view/850/443 10.36877/pmmb.a0000343
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
English
topic RC254 Neoplasms. Tumors. Oncology (including Cancer)
RC270 Neoplasms. Tumors. Oncology-Cancer and Other Malignant Neoplasms-Therapeutics
spellingShingle RC254 Neoplasms. Tumors. Oncology (including Cancer)
RC270 Neoplasms. Tumors. Oncology-Cancer and Other Malignant Neoplasms-Therapeutics
Mohamed, Syarah Syamimi
Ahmad, Azmir
Ab Mutalib, Nurul Syakima
Tengku Din, Tengku Ahmad Damitri Al-Astani
Md Salleh, Md Salzihan
Zakaria, Andee Dzulkarnaen
Zakaria, Zaidi
A panel of three microRNA signatures as a potential biomarker for CRC screening based on stages and functional prediction using bioinformatic analysis
description Background: MicroRNA (miRNA) has been linked to colorectal cancer (CRC) tumorigenesis due to its post-transcriptional mechanism in targeting cancer-associated genes. Although miRNAs appear to be promising screening biomarkers, functional prediction analysis is required to shed light on their role in CRC tumorigenesis. Therefore, this study aims to identify the significantly deregulated miRNAs in CRC tumorigenesis. (2) Methods: Three upregulated miRNAs (hsa-miR-20a-5p, hsa-miR-21-5p, and hsa-miR210-3p) from 14 significant differentially expressed miRNAs (DEMs) were chosen from microarray profiling to be validated in plasma. Bioinformatics analyses showed that these miRNAs generally contributed to tumorigenesis, but only hsa-miR-20a-5p and hsa-miR-21-5p were specifically linked to CRC. Only two miRNAs showed a positive correlation when compared to their expression in plasma. However, further analysis showed that all three miRNAs in plasma were significantly difference between the early and advanced stages of CRC. ROC curve analysis was used to evaluate miRNAs’ diagnostic performance in the early and advanced stages. (3) Results: Collectively, hsa-miR-20a-5p showed the highest discriminative value (AUC= 0.82, sensitivity = 86%, and specificity= 88%) in discriminating early CRC, while both hsa-miR-21-5p and hsa-miR-210-3p give a perfect performance for advance CRC. In addition, the performance of all miRNAs’ combinations also gives a perfect performance for diagnosis in both early and advanced CRC, except the combination of hsa-miR-20a-5p and hsa-miR-210-3p. (4) Conclusions: A few potential miRNA panels as CRC biomarker is needed for better prediction of disease. The reflective circulating miRNAs can be contributed to by minimal invasive screening tools.
format Article
author Mohamed, Syarah Syamimi
Ahmad, Azmir
Ab Mutalib, Nurul Syakima
Tengku Din, Tengku Ahmad Damitri Al-Astani
Md Salleh, Md Salzihan
Zakaria, Andee Dzulkarnaen
Zakaria, Zaidi
author_facet Mohamed, Syarah Syamimi
Ahmad, Azmir
Ab Mutalib, Nurul Syakima
Tengku Din, Tengku Ahmad Damitri Al-Astani
Md Salleh, Md Salzihan
Zakaria, Andee Dzulkarnaen
Zakaria, Zaidi
author_sort Mohamed, Syarah Syamimi
title A panel of three microRNA signatures as a potential biomarker for CRC screening based on stages and functional prediction using bioinformatic analysis
title_short A panel of three microRNA signatures as a potential biomarker for CRC screening based on stages and functional prediction using bioinformatic analysis
title_full A panel of three microRNA signatures as a potential biomarker for CRC screening based on stages and functional prediction using bioinformatic analysis
title_fullStr A panel of three microRNA signatures as a potential biomarker for CRC screening based on stages and functional prediction using bioinformatic analysis
title_full_unstemmed A panel of three microRNA signatures as a potential biomarker for CRC screening based on stages and functional prediction using bioinformatic analysis
title_sort panel of three microrna signatures as a potential biomarker for crc screening based on stages and functional prediction using bioinformatic analysis
publisher HH Publisher
publishDate 2023
url http://irep.iium.edu.my/106607/13/106607_A%20panel%20of%20three%20microRNA%20signatures%20as%20a%20potential%20biomarker.pdf
http://irep.iium.edu.my/106607/14/106607_A%20panel%20of%20three%20microRNA%20signatures%20as%20a%20potential%20biomarker_Scopus.pdf
http://irep.iium.edu.my/106607/25/106607_A%20panel%20of%20three%20microRNA%20signatures%20as%20a%20potential%20biomarker_Research%20materials.pdf
http://irep.iium.edu.my/106607/
https://hh-publisher.com/ojs321/index.php/pmmb/article/view/850/443
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score 13.160551