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miRNA profiles of canine cutaneous mast cell tumours with early nodal metastasis and evaluation as potential biomarkers
Cutaneous mast cell tumours (MCTs) are common skin neoplasms in dogs. MicroRNAs (miRNAs) are post-transcriptional regulators involved in several cellular processes, and they can function as tumour promoters or suppressors. However, the role of miRNAs in canine MCTs has not yet been elucidated. Thus,...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7609711/ https://www.ncbi.nlm.nih.gov/pubmed/33144602 http://dx.doi.org/10.1038/s41598-020-75877-x |
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author | Zamarian, Valentina Ferrari, Roberta Stefanello, Damiano Ceciliani, Fabrizio Grieco, Valeria Minozzi, Giulietta Chiti, Lavinia Elena Arigoni, Maddalena Calogero, Raffaele Lecchi, Cristina |
author_facet | Zamarian, Valentina Ferrari, Roberta Stefanello, Damiano Ceciliani, Fabrizio Grieco, Valeria Minozzi, Giulietta Chiti, Lavinia Elena Arigoni, Maddalena Calogero, Raffaele Lecchi, Cristina |
author_sort | Zamarian, Valentina |
collection | PubMed |
description | Cutaneous mast cell tumours (MCTs) are common skin neoplasms in dogs. MicroRNAs (miRNAs) are post-transcriptional regulators involved in several cellular processes, and they can function as tumour promoters or suppressors. However, the role of miRNAs in canine MCTs has not yet been elucidated. Thus, the current study aimed to characterize miRNA profiles and to assess their value as biomarkers for MCTs. miRNA expression profiles were assessed in formalin-fixed, paraffin-embedded samples by next-generation sequencing. Ten samples were MCT tissues, and 7 were healthy adjacent tissues. Nine dysregulated miRNAs (DE-miRNAs) were then validated using RT-qPCR in a larger group of MCT samples, allowing the calculation of ROC curves and performance of multiple factor analysis (MFA). Pathway enrichment analysis was performed to investigate miRNA biological functions. The results showed that the expression of 63 miRNAs (18 up- and 45 downregulated) was significantly affected in MCTs. Five DE-miRNAs, namely, miR-21-5p, miR-92a-3p, miR-338, miR-379 and miR-885, were validated by RT-qPCR. The diagnostic accuracy of a panel of 3 DE-miRNAs—miR-21, miR-379 and miR-885—exhibited increased efficiency in discriminating animals with MCTs (AUC = 0.9854) and animals with lymph node metastasis (AUC = 0.8923). Multiple factor analysis revealed clusters based on nodal metastasis. Gene Ontology and KEGG analyses confirmed that the DE-miRNAs were involved in cell proliferation, survival and metastasis pathways. In conclusion, the present study demonstrated that the miRNA expression profile is changed in the MCT microenvironment, suggesting the involvement of the altered miRNAs in the epigenetic regulation of MCTs and identifying miR-21, miR-379 and miR-885 as promising biomarkers. |
format | Online Article Text |
id | pubmed-7609711 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-76097112020-11-05 miRNA profiles of canine cutaneous mast cell tumours with early nodal metastasis and evaluation as potential biomarkers Zamarian, Valentina Ferrari, Roberta Stefanello, Damiano Ceciliani, Fabrizio Grieco, Valeria Minozzi, Giulietta Chiti, Lavinia Elena Arigoni, Maddalena Calogero, Raffaele Lecchi, Cristina Sci Rep Article Cutaneous mast cell tumours (MCTs) are common skin neoplasms in dogs. MicroRNAs (miRNAs) are post-transcriptional regulators involved in several cellular processes, and they can function as tumour promoters or suppressors. However, the role of miRNAs in canine MCTs has not yet been elucidated. Thus, the current study aimed to characterize miRNA profiles and to assess their value as biomarkers for MCTs. miRNA expression profiles were assessed in formalin-fixed, paraffin-embedded samples by next-generation sequencing. Ten samples were MCT tissues, and 7 were healthy adjacent tissues. Nine dysregulated miRNAs (DE-miRNAs) were then validated using RT-qPCR in a larger group of MCT samples, allowing the calculation of ROC curves and performance of multiple factor analysis (MFA). Pathway enrichment analysis was performed to investigate miRNA biological functions. The results showed that the expression of 63 miRNAs (18 up- and 45 downregulated) was significantly affected in MCTs. Five DE-miRNAs, namely, miR-21-5p, miR-92a-3p, miR-338, miR-379 and miR-885, were validated by RT-qPCR. The diagnostic accuracy of a panel of 3 DE-miRNAs—miR-21, miR-379 and miR-885—exhibited increased efficiency in discriminating animals with MCTs (AUC = 0.9854) and animals with lymph node metastasis (AUC = 0.8923). Multiple factor analysis revealed clusters based on nodal metastasis. Gene Ontology and KEGG analyses confirmed that the DE-miRNAs were involved in cell proliferation, survival and metastasis pathways. In conclusion, the present study demonstrated that the miRNA expression profile is changed in the MCT microenvironment, suggesting the involvement of the altered miRNAs in the epigenetic regulation of MCTs and identifying miR-21, miR-379 and miR-885 as promising biomarkers. Nature Publishing Group UK 2020-11-03 /pmc/articles/PMC7609711/ /pubmed/33144602 http://dx.doi.org/10.1038/s41598-020-75877-x Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Zamarian, Valentina Ferrari, Roberta Stefanello, Damiano Ceciliani, Fabrizio Grieco, Valeria Minozzi, Giulietta Chiti, Lavinia Elena Arigoni, Maddalena Calogero, Raffaele Lecchi, Cristina miRNA profiles of canine cutaneous mast cell tumours with early nodal metastasis and evaluation as potential biomarkers |
title | miRNA profiles of canine cutaneous mast cell tumours with early nodal metastasis and evaluation as potential biomarkers |
title_full | miRNA profiles of canine cutaneous mast cell tumours with early nodal metastasis and evaluation as potential biomarkers |
title_fullStr | miRNA profiles of canine cutaneous mast cell tumours with early nodal metastasis and evaluation as potential biomarkers |
title_full_unstemmed | miRNA profiles of canine cutaneous mast cell tumours with early nodal metastasis and evaluation as potential biomarkers |
title_short | miRNA profiles of canine cutaneous mast cell tumours with early nodal metastasis and evaluation as potential biomarkers |
title_sort | mirna profiles of canine cutaneous mast cell tumours with early nodal metastasis and evaluation as potential biomarkers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7609711/ https://www.ncbi.nlm.nih.gov/pubmed/33144602 http://dx.doi.org/10.1038/s41598-020-75877-x |
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