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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...

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Autores principales: 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
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
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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.
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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
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