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isomiRTar: a comprehensive portal of pan-cancer 5′-isomiR targeting

Inaccurate cleavage of pri- and pre-miRNA hairpins by Drosha and Dicer results in the generation of miRNA isoforms known as isomiRs. isomiRs with 5′-end variations (5′-isomiRs) create a new dimension in miRNA research since they have different seed regions and distinct targetomes. We developed isomi...

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Autores principales: Nersisyan, Stepan, Gorbonos, Aleksandra, Makhonin, Alexey, Zhiyanov, Anton, Shkurnikov, Maxim, Tonevitsky, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9583861/
https://www.ncbi.nlm.nih.gov/pubmed/36275459
http://dx.doi.org/10.7717/peerj.14205
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author Nersisyan, Stepan
Gorbonos, Aleksandra
Makhonin, Alexey
Zhiyanov, Anton
Shkurnikov, Maxim
Tonevitsky, Alexander
author_facet Nersisyan, Stepan
Gorbonos, Aleksandra
Makhonin, Alexey
Zhiyanov, Anton
Shkurnikov, Maxim
Tonevitsky, Alexander
author_sort Nersisyan, Stepan
collection PubMed
description Inaccurate cleavage of pri- and pre-miRNA hairpins by Drosha and Dicer results in the generation of miRNA isoforms known as isomiRs. isomiRs with 5′-end variations (5′-isomiRs) create a new dimension in miRNA research since they have different seed regions and distinct targetomes. We developed isomiRTar (https://isomirtar.hse.ru)—a comprehensive portal that allows one to analyze expression profiles and targeting activity of 5′-isomiRs in cancer. Using the Cancer Genome Atlas sequencing data, we compiled the list of 1022 5′-isomiRs expressed in 9282 tumor samples across 31 cancer types. Sequences of these isomiRs were used to predict target genes with miRDB and TargetScan. The putative interactions were then subjected to the co-expression analysis in each cancer type to identify isomiR-target pairs supported by significant negative correlations. Downstream analysis of the data deposited in isomiRTar revealed both cancer-specific and cancer-conserved 5′-isomiR expression landscapes. Pairs of isomiRs differing in one nucleotide shift from 5′-end had poorly overlapping targetomes with the median Jaccard index of 0.06. The analysis of colorectal cancer 5′-isomiR-mediated regulatory networks revealed promising candidate tumor suppressor isomiRs: hsa-miR-203a-3p—+1, hsa-miR-192-5p—+1 and hsa-miR-148a-3p—0. In summary, we believe that isomiRTar will help researchers find novel mechanisms of isomiR-mediated gene silencing in different types of cancer.
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spelling pubmed-95838612022-10-21 isomiRTar: a comprehensive portal of pan-cancer 5′-isomiR targeting Nersisyan, Stepan Gorbonos, Aleksandra Makhonin, Alexey Zhiyanov, Anton Shkurnikov, Maxim Tonevitsky, Alexander PeerJ Bioinformatics Inaccurate cleavage of pri- and pre-miRNA hairpins by Drosha and Dicer results in the generation of miRNA isoforms known as isomiRs. isomiRs with 5′-end variations (5′-isomiRs) create a new dimension in miRNA research since they have different seed regions and distinct targetomes. We developed isomiRTar (https://isomirtar.hse.ru)—a comprehensive portal that allows one to analyze expression profiles and targeting activity of 5′-isomiRs in cancer. Using the Cancer Genome Atlas sequencing data, we compiled the list of 1022 5′-isomiRs expressed in 9282 tumor samples across 31 cancer types. Sequences of these isomiRs were used to predict target genes with miRDB and TargetScan. The putative interactions were then subjected to the co-expression analysis in each cancer type to identify isomiR-target pairs supported by significant negative correlations. Downstream analysis of the data deposited in isomiRTar revealed both cancer-specific and cancer-conserved 5′-isomiR expression landscapes. Pairs of isomiRs differing in one nucleotide shift from 5′-end had poorly overlapping targetomes with the median Jaccard index of 0.06. The analysis of colorectal cancer 5′-isomiR-mediated regulatory networks revealed promising candidate tumor suppressor isomiRs: hsa-miR-203a-3p—+1, hsa-miR-192-5p—+1 and hsa-miR-148a-3p—0. In summary, we believe that isomiRTar will help researchers find novel mechanisms of isomiR-mediated gene silencing in different types of cancer. PeerJ Inc. 2022-10-17 /pmc/articles/PMC9583861/ /pubmed/36275459 http://dx.doi.org/10.7717/peerj.14205 Text en ©2022 Nersisyan et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Bioinformatics
Nersisyan, Stepan
Gorbonos, Aleksandra
Makhonin, Alexey
Zhiyanov, Anton
Shkurnikov, Maxim
Tonevitsky, Alexander
isomiRTar: a comprehensive portal of pan-cancer 5′-isomiR targeting
title isomiRTar: a comprehensive portal of pan-cancer 5′-isomiR targeting
title_full isomiRTar: a comprehensive portal of pan-cancer 5′-isomiR targeting
title_fullStr isomiRTar: a comprehensive portal of pan-cancer 5′-isomiR targeting
title_full_unstemmed isomiRTar: a comprehensive portal of pan-cancer 5′-isomiR targeting
title_short isomiRTar: a comprehensive portal of pan-cancer 5′-isomiR targeting
title_sort isomirtar: a comprehensive portal of pan-cancer 5′-isomir targeting
topic Bioinformatics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9583861/
https://www.ncbi.nlm.nih.gov/pubmed/36275459
http://dx.doi.org/10.7717/peerj.14205
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