Cargando…
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...
Autores principales: | , , , , , , , , , , |
---|---|
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 |
_version_ | 1783476015981395968 |
---|---|
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. |
format | Online Article Text |
id | pubmed-6892359 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT boguckakockaanna dysregulationofmicrornaregulatorynetworkinlowerextremitiesarterialdisease AT zalewskidanielp dysregulationofmicrornaregulatorynetworkinlowerextremitiesarterialdisease AT ruszelkarolp dysregulationofmicrornaregulatorynetworkinlowerextremitiesarterialdisease AT stepniewskiandrzej dysregulationofmicrornaregulatorynetworkinlowerextremitiesarterialdisease AT gałkowskidariusz dysregulationofmicrornaregulatorynetworkinlowerextremitiesarterialdisease AT boguckijacek dysregulationofmicrornaregulatorynetworkinlowerextremitiesarterialdisease AT komstałukasz dysregulationofmicrornaregulatorynetworkinlowerextremitiesarterialdisease AT kołodziejprzemysław dysregulationofmicrornaregulatorynetworkinlowerextremitiesarterialdisease AT zubilewicztomasz dysregulationofmicrornaregulatorynetworkinlowerextremitiesarterialdisease AT feldomarcin dysregulationofmicrornaregulatorynetworkinlowerextremitiesarterialdisease AT kockijanusz dysregulationofmicrornaregulatorynetworkinlowerextremitiesarterialdisease |