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Ždralević M, Raonić J, Popovic N, Vučković L, Rovčanin Dragović I, Vukčević B, Todorović V, Vukmirović F, Marzano F, Tullo A, Guaragnella N, Giannattasio S, Radunović M. The role of miRNA in colorectal cancer diagnosis: A pilot study. Oncol Lett 2023; 25:267. [PMID: 37216163 PMCID: PMC10193376 DOI: 10.3892/ol.2023.13853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 04/26/2023] [Indexed: 05/24/2023] Open
Abstract
Despite recent advances in diagnosis and treatment, colorectal cancer (CRC) remains the third most common cancer worldwide, and has both a poor prognosis and a high recurrence rate, thus indicating the need for new, sensitive and specific biomarkers. MicroRNAs (miRNAs/miRs) are important regulators of gene expression, which are involved in numerous biological processes implicated in tumorigenesis. The objective of the present study was to investigate the expression of miRNAs in plasma and tissue samples from patients with CRC, and to examine their potential as CRC biomarkers. Using reverse transcription-quantitative PCR, it was revealed that miR-29a, miR-101, miR-125b, miR-146a and miR-155 were dysregulated in the formalin-fixed paraffin-embedded tissues of patients with CRC, compared with the surrounding healthy tissue, and these miRNAs were associated with several pathological features of the tumor. Bioinformatics analysis of overlapping target genes identified AGE-RAGE signaling as a putative joint regulatory pathway. miR-146a was also upregulated in the plasma of patients with CRC, compared with the healthy control group, and had a fair discriminatory power (area under the curve, 0.7006), with 66.7% sensitivity and 77.8% specificity. To the best of our knowledge, this distinct five-miRNA deregulation pattern in tumor tissue, and upregulation of plasma miR-146a, were shown for the first time in patients with CRC; however, studies on larger patient cohorts are warranted to confirm their potential to be used as CRC diagnostic biomarkers.
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Affiliation(s)
- Maša Ždralević
- Faculty of Medicine, University of Montenegro, 81000 Podgorica, Montenegro
| | - Janja Raonić
- Faculty of Medicine, University of Montenegro, 81000 Podgorica, Montenegro
- Center for Pathology, Clinical Center of Montenegro, 81000 Podgorica, Montenegro
| | - Natasa Popovic
- Faculty of Medicine, University of Montenegro, 81000 Podgorica, Montenegro
| | - Ljiljana Vučković
- Faculty of Medicine, University of Montenegro, 81000 Podgorica, Montenegro
- Center for Pathology, Clinical Center of Montenegro, 81000 Podgorica, Montenegro
| | | | - Batrić Vukčević
- Faculty of Medicine, University of Montenegro, 81000 Podgorica, Montenegro
- Center for Digestive Surgery, Clinical Center of Montenegro, 81000 Podgorica, Montenegro
| | - Vladimir Todorović
- Faculty of Medicine, University of Montenegro, 81000 Podgorica, Montenegro
- Institute for Oncology, Clinical Center of Montenegro, 81000 Podgorica, Montenegro
| | - Filip Vukmirović
- Faculty of Medicine, University of Montenegro, 81000 Podgorica, Montenegro
- Center for Pathology, Clinical Center of Montenegro, 81000 Podgorica, Montenegro
| | - Flaviana Marzano
- Institute for Biomembranes, Bioenergetics and Molecular Biotechnologies, National Research Council, I-70126 Bari, Italy
| | - Apollonia Tullo
- Institute for Biomembranes, Bioenergetics and Molecular Biotechnologies, National Research Council, I-70126 Bari, Italy
| | - Nicoletta Guaragnella
- Department of Biosciences, Biotechnologies and Environment, University of Bari ‘Aldo Moro’, I-70126 Bari, Italy
| | - Sergio Giannattasio
- Institute for Biomembranes, Bioenergetics and Molecular Biotechnologies, National Research Council, I-70126 Bari, Italy
| | - Miodrag Radunović
- Faculty of Medicine, University of Montenegro, 81000 Podgorica, Montenegro
- Center for Digestive Surgery, Clinical Center of Montenegro, 81000 Podgorica, Montenegro
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Construction of a miRNA-mRNA Network Related to Exosomes in Colon Cancer. DISEASE MARKERS 2022; 2022:2192001. [PMID: 35845138 PMCID: PMC9277152 DOI: 10.1155/2022/2192001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/18/2022] [Accepted: 06/02/2022] [Indexed: 12/24/2022]
Abstract
Background The competing endogenous RNA (CeRNA) network plays important roles in the occurrence and development of colon cancer. This research is aimed at constructing a miRNA-mRNA network associated with exosomes in colon cancer. Methods We explored the GEO database and then analyzed the RNAs of 722 samples to obtain differentially expressed miRNAs (DEMs) and mRNAs (DEGs) alongside the progress of colon cancer. Next, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis of DEM target genes and DEGs were performed. In addition, a miRNA-mRNA network related to exosomes in colon cancer was constructed based on DEMs and DEGs. Finally, the expression of miRNA and mRNA in the network was verified by GEPIA2 on the base of TCGA database. Results Through our analysis, 19 DEMs (17 up and 2 down) and 1672 DEGs (954 up and 718 down) were screened. The GO and KEGG results show that these DEGs were mainly enriched in ribonucleoprotein complex biogenesis, noncoding RNA metabolic process, cell-substrate junction, cadherin binding, transcription coregulator activity, and regulation of the human T-cell leukemia virus 1 infection-related pathway. Besides, a miRNA-mRNA network, including 4 miRNAs (hsa-miR-623, hsa-miR-320c, hsa-miR-486-5p, and hsa-miR-1290) and 7 mRNAs (GNAI1, CADM1, PGRMC2, etc.), was constructed. Three of these seven mRNAs were downregulated in colon cancer. Ultimately, the GNAI1, CADM1, and PGRMC2 expression levels were verified by TCGA database. Conclusions This study reveals the network relationship between colon cancer exosome-derived miRNA and targeted mRNA. It deepens our understanding of new molecular mechanisms and pathways that may play a role in the occurrence and metastasis of colon cancer.
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