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Dysregulation of MicroRNA Regulatory Network in Lower Extremities Arterial Disease

Atherosclerosis and its comorbidities are the major contributors to the global burden of death worldwide. Lower extremities arterial disease (LEAD) is a common manifestation of atherosclerotic disease of arteries of lower extremities. MicroRNAs belong to epigenetic factors that regulate gene express...

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Autores principales: Bogucka-Kocka, Anna, Zalewski, Daniel P., Ruszel, Karol P., Stępniewski, Andrzej, Gałkowski, Dariusz, Bogucki, Jacek, Komsta, Łukasz, Kołodziej, Przemysław, Zubilewicz, Tomasz, Feldo, Marcin, Kocki, Janusz
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6892359/
https://www.ncbi.nlm.nih.gov/pubmed/31827490
http://dx.doi.org/10.3389/fgene.2019.01200
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author Bogucka-Kocka, Anna
Zalewski, Daniel P.
Ruszel, Karol P.
Stępniewski, Andrzej
Gałkowski, Dariusz
Bogucki, Jacek
Komsta, Łukasz
Kołodziej, Przemysław
Zubilewicz, Tomasz
Feldo, Marcin
Kocki, Janusz
author_facet Bogucka-Kocka, Anna
Zalewski, Daniel P.
Ruszel, Karol P.
Stępniewski, Andrzej
Gałkowski, Dariusz
Bogucki, Jacek
Komsta, Łukasz
Kołodziej, Przemysław
Zubilewicz, Tomasz
Feldo, Marcin
Kocki, Janusz
author_sort Bogucka-Kocka, Anna
collection PubMed
description Atherosclerosis and its comorbidities are the major contributors to the global burden of death worldwide. Lower extremities arterial disease (LEAD) is a common manifestation of atherosclerotic disease of arteries of lower extremities. MicroRNAs belong to epigenetic factors that regulate gene expression and have not yet been extensively studied in LEAD. We aimed to indicate the most promising microRNA and gene expression signatures of LEAD, to identify interactions between microRNA and genes and to describe potential effect of modulated gene expression. High-throughput sequencing was employed to examine microRNAome and transcriptome of peripheral blood mononuclear cells of patients with LEAD, in relation to controls. Statistical significance of microRNAs and genes analysis results was evaluated using DESeq2 and uninformative variable elimination by partial least squares methods. Altered expression of 26 microRNAs (hsa-let-7f-1-3p, hsa-miR-34a-5p, -122-5p, -3591-3p, -34a-3p, -1261, -21-5p, -15a-5p, -548d-5p, -34b-5p, -424-3p, -548aa, -548t-3p, -4423-3p, -196a-5p, -330-3p, -766-3p, -30e-3p, -125b-5p, -1301-3p, -3184-5p, -423-3p, -339-3p, -138-5p, -99a-3p, and -6087) and 14 genes (AK5, CD248, CDS2, FAM129A, FBLN2, GGT1, NOG, NRCAM, PDE7A, RP11-545E17.3, SLC12A2, SLC16A10, SLC4A10, and ZSCAN18) were the most significantly differentially expressed in LEAD group compared to controls. Discriminative value of revealed microRNAs and genes were confirmed by receiver operating characteristic analysis. Dysregulations of 26 microRNAs and 14 genes were used to propose novel biomarkers of LEAD. Regulatory interactions between biomarker microRNAs and genes were studied in silico using R multiMiR package. Functional analysis of genes modulated by proposed biomarker microRNAs was performed using DAVID 6.8 tools and revealed terms closely related to atherosclerosis and, interestingly, the processes involving nervous system. The study provides new insight into microRNA-dependent regulatory mechanisms involved in pathology of LEAD. Proposed microRNA and gene biomarkers of LEAD may provide new diagnostic and therapeutic opportunities.
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spelling pubmed-68923592019-12-11 Dysregulation of MicroRNA Regulatory Network in Lower Extremities Arterial Disease Bogucka-Kocka, Anna Zalewski, Daniel P. Ruszel, Karol P. Stępniewski, Andrzej Gałkowski, Dariusz Bogucki, Jacek Komsta, Łukasz Kołodziej, Przemysław Zubilewicz, Tomasz Feldo, Marcin Kocki, Janusz Front Genet Genetics Atherosclerosis and its comorbidities are the major contributors to the global burden of death worldwide. Lower extremities arterial disease (LEAD) is a common manifestation of atherosclerotic disease of arteries of lower extremities. MicroRNAs belong to epigenetic factors that regulate gene expression and have not yet been extensively studied in LEAD. We aimed to indicate the most promising microRNA and gene expression signatures of LEAD, to identify interactions between microRNA and genes and to describe potential effect of modulated gene expression. High-throughput sequencing was employed to examine microRNAome and transcriptome of peripheral blood mononuclear cells of patients with LEAD, in relation to controls. Statistical significance of microRNAs and genes analysis results was evaluated using DESeq2 and uninformative variable elimination by partial least squares methods. Altered expression of 26 microRNAs (hsa-let-7f-1-3p, hsa-miR-34a-5p, -122-5p, -3591-3p, -34a-3p, -1261, -21-5p, -15a-5p, -548d-5p, -34b-5p, -424-3p, -548aa, -548t-3p, -4423-3p, -196a-5p, -330-3p, -766-3p, -30e-3p, -125b-5p, -1301-3p, -3184-5p, -423-3p, -339-3p, -138-5p, -99a-3p, and -6087) and 14 genes (AK5, CD248, CDS2, FAM129A, FBLN2, GGT1, NOG, NRCAM, PDE7A, RP11-545E17.3, SLC12A2, SLC16A10, SLC4A10, and ZSCAN18) were the most significantly differentially expressed in LEAD group compared to controls. Discriminative value of revealed microRNAs and genes were confirmed by receiver operating characteristic analysis. Dysregulations of 26 microRNAs and 14 genes were used to propose novel biomarkers of LEAD. Regulatory interactions between biomarker microRNAs and genes were studied in silico using R multiMiR package. Functional analysis of genes modulated by proposed biomarker microRNAs was performed using DAVID 6.8 tools and revealed terms closely related to atherosclerosis and, interestingly, the processes involving nervous system. The study provides new insight into microRNA-dependent regulatory mechanisms involved in pathology of LEAD. Proposed microRNA and gene biomarkers of LEAD may provide new diagnostic and therapeutic opportunities. Frontiers Media S.A. 2019-11-22 /pmc/articles/PMC6892359/ /pubmed/31827490 http://dx.doi.org/10.3389/fgene.2019.01200 Text en Copyright © 2019 Bogucka-Kocka, Zalewski, Ruszel, Stępniewski, Gałkowski, Bogucki, Komsta, Kołodziej, Zubilewicz, Feldo and Kocki http://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 Genetics
Bogucka-Kocka, Anna
Zalewski, Daniel P.
Ruszel, Karol P.
Stępniewski, Andrzej
Gałkowski, Dariusz
Bogucki, Jacek
Komsta, Łukasz
Kołodziej, Przemysław
Zubilewicz, Tomasz
Feldo, Marcin
Kocki, Janusz
Dysregulation of MicroRNA Regulatory Network in Lower Extremities Arterial Disease
title Dysregulation of MicroRNA Regulatory Network in Lower Extremities Arterial Disease
title_full Dysregulation of MicroRNA Regulatory Network in Lower Extremities Arterial Disease
title_fullStr Dysregulation of MicroRNA Regulatory Network in Lower Extremities Arterial Disease
title_full_unstemmed Dysregulation of MicroRNA Regulatory Network in Lower Extremities Arterial Disease
title_short Dysregulation of MicroRNA Regulatory Network in Lower Extremities Arterial Disease
title_sort dysregulation of microrna regulatory network in lower extremities arterial disease
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6892359/
https://www.ncbi.nlm.nih.gov/pubmed/31827490
http://dx.doi.org/10.3389/fgene.2019.01200
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