Cargando…
Global miRNA expression reveals novel nuclear and mitochondrial interactions in Type 1 diabetes mellitus
BACKGROUND: Considering the potential role of miRNAs as biomarkers and their interaction with both nuclear and mitochondrial genes, we investigated the miRNA expression profile in type 1 diabetes (T1DM) patients, including the pathways in which they are involved considering both nuclear and mitochon...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9731375/ https://www.ncbi.nlm.nih.gov/pubmed/36506063 http://dx.doi.org/10.3389/fendo.2022.1033809 |
_version_ | 1784845887668748288 |
---|---|
author | Ferraz, Rafaella Sousa Santos, Lucas Cauê Bezerra da-Silva-Cruz, Rebecca Lais Braga-da-Silva, Cintia Helena Magalhães, Leandro Ribeiro-dos-Santos, Arthur Vidal, Amanda Vinasco-Sandoval, Tatiana Reis-das-Mercês, Laís Sena-dos-Santos, Camille Pereira, Adenilson Leão Silva, Lilian Souza D’Albuquerque de Melo, Franciane T. Cunha de Souza, Ana Carolina C. Braga Leal, Valéria S. Galvão de Figueiredo, Priscila B. Barbosa Neto, João F. Abrahão de Moraes, Lorena Vilhena de Lemos, Gabriela Nascimento de Queiroz, Natércia Neves Marques Felício, Karem Miléo Cavalcante, Giovanna C. Ribeiro-dos-Santos, Ândrea Felício, João Soares |
author_facet | Ferraz, Rafaella Sousa Santos, Lucas Cauê Bezerra da-Silva-Cruz, Rebecca Lais Braga-da-Silva, Cintia Helena Magalhães, Leandro Ribeiro-dos-Santos, Arthur Vidal, Amanda Vinasco-Sandoval, Tatiana Reis-das-Mercês, Laís Sena-dos-Santos, Camille Pereira, Adenilson Leão Silva, Lilian Souza D’Albuquerque de Melo, Franciane T. Cunha de Souza, Ana Carolina C. Braga Leal, Valéria S. Galvão de Figueiredo, Priscila B. Barbosa Neto, João F. Abrahão de Moraes, Lorena Vilhena de Lemos, Gabriela Nascimento de Queiroz, Natércia Neves Marques Felício, Karem Miléo Cavalcante, Giovanna C. Ribeiro-dos-Santos, Ândrea Felício, João Soares |
author_sort | Ferraz, Rafaella Sousa |
collection | PubMed |
description | BACKGROUND: Considering the potential role of miRNAs as biomarkers and their interaction with both nuclear and mitochondrial genes, we investigated the miRNA expression profile in type 1 diabetes (T1DM) patients, including the pathways in which they are involved considering both nuclear and mitochondrial functions. METHODS: We analyzed samples of T1DM patients and control individuals (normal glucose tolerance) by high throughput miRNA sequencing (miRNome). Next, five miRNAs – hsa-miR-26b-5p, hsa-let-7i-5p, hsa-miR-143-3p, hsa-miR-501-3p and hsa-miR-100-5p – were validated by RT-qPCR. The identification of target genes was extracted from miRTarBase and mitoXplorer database. We also performed receiver operating characteristic (ROC) curves and miRNAs that had an AUC > 0.85 were considered potential biomarkers. RESULTS: Overall, 41 miRNAs were differentially expressed in T1DM patients compared to control. Hsa-miR-21-5p had the highest number of predicted target genes and was associated with several pathways, including insulin signaling and apoptosis. 34.1% (14/41) of the differentially expressed miRNAs also targeted mitochondrial genes, and 80.5% (33/41) of them targeted nuclear genes involved in the mitochondrial metabolism. All five validated miRNAs were upregulated in T1DM. Among them, hsa-miR-26b-5p showed AUC>0.85, being suggested as potential biomarker to T1DM. CONCLUSION: Our results demonstrated 41 DE miRNAs that had a great accuracy in discriminating T1DM and control group. Furthermore, we demonstrate the influence of these miRNAs on numerous metabolic pathways, including mitochondrial metabolism. Hsa-miR-26b-5p and hsa-miR-21-5p were highlighted in our results, possibly acting on nuclear and mitochondrial dysfunction and, subsequently, T1DM dysregulation. |
format | Online Article Text |
id | pubmed-9731375 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97313752022-12-09 Global miRNA expression reveals novel nuclear and mitochondrial interactions in Type 1 diabetes mellitus Ferraz, Rafaella Sousa Santos, Lucas Cauê Bezerra da-Silva-Cruz, Rebecca Lais Braga-da-Silva, Cintia Helena Magalhães, Leandro Ribeiro-dos-Santos, Arthur Vidal, Amanda Vinasco-Sandoval, Tatiana Reis-das-Mercês, Laís Sena-dos-Santos, Camille Pereira, Adenilson Leão Silva, Lilian Souza D’Albuquerque de Melo, Franciane T. Cunha de Souza, Ana Carolina C. Braga Leal, Valéria S. Galvão de Figueiredo, Priscila B. Barbosa Neto, João F. Abrahão de Moraes, Lorena Vilhena de Lemos, Gabriela Nascimento de Queiroz, Natércia Neves Marques Felício, Karem Miléo Cavalcante, Giovanna C. Ribeiro-dos-Santos, Ândrea Felício, João Soares Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Considering the potential role of miRNAs as biomarkers and their interaction with both nuclear and mitochondrial genes, we investigated the miRNA expression profile in type 1 diabetes (T1DM) patients, including the pathways in which they are involved considering both nuclear and mitochondrial functions. METHODS: We analyzed samples of T1DM patients and control individuals (normal glucose tolerance) by high throughput miRNA sequencing (miRNome). Next, five miRNAs – hsa-miR-26b-5p, hsa-let-7i-5p, hsa-miR-143-3p, hsa-miR-501-3p and hsa-miR-100-5p – were validated by RT-qPCR. The identification of target genes was extracted from miRTarBase and mitoXplorer database. We also performed receiver operating characteristic (ROC) curves and miRNAs that had an AUC > 0.85 were considered potential biomarkers. RESULTS: Overall, 41 miRNAs were differentially expressed in T1DM patients compared to control. Hsa-miR-21-5p had the highest number of predicted target genes and was associated with several pathways, including insulin signaling and apoptosis. 34.1% (14/41) of the differentially expressed miRNAs also targeted mitochondrial genes, and 80.5% (33/41) of them targeted nuclear genes involved in the mitochondrial metabolism. All five validated miRNAs were upregulated in T1DM. Among them, hsa-miR-26b-5p showed AUC>0.85, being suggested as potential biomarker to T1DM. CONCLUSION: Our results demonstrated 41 DE miRNAs that had a great accuracy in discriminating T1DM and control group. Furthermore, we demonstrate the influence of these miRNAs on numerous metabolic pathways, including mitochondrial metabolism. Hsa-miR-26b-5p and hsa-miR-21-5p were highlighted in our results, possibly acting on nuclear and mitochondrial dysfunction and, subsequently, T1DM dysregulation. Frontiers Media S.A. 2022-11-24 /pmc/articles/PMC9731375/ /pubmed/36506063 http://dx.doi.org/10.3389/fendo.2022.1033809 Text en Copyright © 2022 Ferraz, Santos, da-Silva-Cruz, Braga-da-Silva, Magalhães, Ribeiro-dos-Santos, Vidal, Vinasco-Sandoval, Reis-das-Mercês, Sena-dos-Santos, Pereira, Silva, Melo, Souza, Leal, Figueiredo, Neto, Moraes, Lemos, Queiroz, Felício, Cavalcante, Ribeiro-dos-Santos and Felício https://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 | Endocrinology Ferraz, Rafaella Sousa Santos, Lucas Cauê Bezerra da-Silva-Cruz, Rebecca Lais Braga-da-Silva, Cintia Helena Magalhães, Leandro Ribeiro-dos-Santos, Arthur Vidal, Amanda Vinasco-Sandoval, Tatiana Reis-das-Mercês, Laís Sena-dos-Santos, Camille Pereira, Adenilson Leão Silva, Lilian Souza D’Albuquerque de Melo, Franciane T. Cunha de Souza, Ana Carolina C. Braga Leal, Valéria S. Galvão de Figueiredo, Priscila B. Barbosa Neto, João F. Abrahão de Moraes, Lorena Vilhena de Lemos, Gabriela Nascimento de Queiroz, Natércia Neves Marques Felício, Karem Miléo Cavalcante, Giovanna C. Ribeiro-dos-Santos, Ândrea Felício, João Soares Global miRNA expression reveals novel nuclear and mitochondrial interactions in Type 1 diabetes mellitus |
title | Global miRNA expression reveals novel nuclear and mitochondrial interactions in Type 1 diabetes mellitus |
title_full | Global miRNA expression reveals novel nuclear and mitochondrial interactions in Type 1 diabetes mellitus |
title_fullStr | Global miRNA expression reveals novel nuclear and mitochondrial interactions in Type 1 diabetes mellitus |
title_full_unstemmed | Global miRNA expression reveals novel nuclear and mitochondrial interactions in Type 1 diabetes mellitus |
title_short | Global miRNA expression reveals novel nuclear and mitochondrial interactions in Type 1 diabetes mellitus |
title_sort | global mirna expression reveals novel nuclear and mitochondrial interactions in type 1 diabetes mellitus |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9731375/ https://www.ncbi.nlm.nih.gov/pubmed/36506063 http://dx.doi.org/10.3389/fendo.2022.1033809 |
work_keys_str_mv | AT ferrazrafaellasousa globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT santoslucascauebezerra globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT dasilvacruzrebeccalais globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT bragadasilvacintiahelena globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT magalhaesleandro globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT ribeirodossantosarthur globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT vidalamanda globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT vinascosandovaltatiana globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT reisdasmerceslais globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT senadossantoscamille globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT pereiraadenilsonleao globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT silvaliliansouzadalbuquerque globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT demelofrancianetcunha globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT desouzaanacarolinacbraga globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT lealvaleriasgalvao globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT defigueiredopriscilabbarbosa globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT netojoaofabrahao globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT demoraeslorenavilhena globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT delemosgabrielanascimento globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT dequeiroznatercianevesmarques globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT feliciokaremmileo globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT cavalcantegiovannac globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT ribeirodossantosandrea globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus AT feliciojoaosoares globalmirnaexpressionrevealsnovelnuclearandmitochondrialinteractionsintype1diabetesmellitus |