Cargando…

Identification of miR-328-3p as an endogenous reference gene for the normalization of miRNA expression data from patients with Diabetic Retinopathy

Diabetic Retinopathy, the main cause of visual loss and blindness among working population, is a complication of Diabetes mellitus (DM), which has been described as a major public health challenge, so it is important to identify biomarkers to predict and to stratify patient´s possibility for develop...

Descripción completa

Detalles Bibliográficos
Autores principales: Prado, Marcelle SanJuan Ganem, de Goes, Thaline Cunha, de Jesus, Mirthz Lemos, Mendonça, Lucilla Silva Oliveira, Nascimento, Jadson Santos, Kaneto, Carla Martins
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928074/
https://www.ncbi.nlm.nih.gov/pubmed/31873160
http://dx.doi.org/10.1038/s41598-019-56172-w
_version_ 1783482403597058048
author Prado, Marcelle SanJuan Ganem
de Goes, Thaline Cunha
de Jesus, Mirthz Lemos
Mendonça, Lucilla Silva Oliveira
Nascimento, Jadson Santos
Kaneto, Carla Martins
author_facet Prado, Marcelle SanJuan Ganem
de Goes, Thaline Cunha
de Jesus, Mirthz Lemos
Mendonça, Lucilla Silva Oliveira
Nascimento, Jadson Santos
Kaneto, Carla Martins
author_sort Prado, Marcelle SanJuan Ganem
collection PubMed
description Diabetic Retinopathy, the main cause of visual loss and blindness among working population, is a complication of Diabetes mellitus (DM), which has been described as a major public health challenge, so it is important to identify biomarkers to predict and to stratify patient´s possibility for developing DR. MicroRNAs (miRNAs) are small non-coding RNA molecules that have showed to be promising disease biomarkers and association of miRNAs with the possibility to develop DR has been reported. However, evaluating miRNA expression involves normalization of RT-qPCR data using internal reference genes that should be properly determined, considering their impact on expression levels calculation and, until date, there is no unanimity on reference miRNAs for the investigation of circulating miRNAs in DR. We aimed to estimate the appropriateness of a group of miRNAs as normalizers to identify which might be considered steady internal reference genes in expression studies on DR plasma samples. Expression levels of candidates were analyzed in 60 healthy controls, 48 DM without DR patients and 62 DR patients with two statistical tools: NormFinder and RefFinder. MiR-328-3p was the most stable gene and we also investigated the effect of gene normalization, demonstrating that different normalization strategies have important implications for accurate data interpretation.
format Online
Article
Text
id pubmed-6928074
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-69280742019-12-27 Identification of miR-328-3p as an endogenous reference gene for the normalization of miRNA expression data from patients with Diabetic Retinopathy Prado, Marcelle SanJuan Ganem de Goes, Thaline Cunha de Jesus, Mirthz Lemos Mendonça, Lucilla Silva Oliveira Nascimento, Jadson Santos Kaneto, Carla Martins Sci Rep Article Diabetic Retinopathy, the main cause of visual loss and blindness among working population, is a complication of Diabetes mellitus (DM), which has been described as a major public health challenge, so it is important to identify biomarkers to predict and to stratify patient´s possibility for developing DR. MicroRNAs (miRNAs) are small non-coding RNA molecules that have showed to be promising disease biomarkers and association of miRNAs with the possibility to develop DR has been reported. However, evaluating miRNA expression involves normalization of RT-qPCR data using internal reference genes that should be properly determined, considering their impact on expression levels calculation and, until date, there is no unanimity on reference miRNAs for the investigation of circulating miRNAs in DR. We aimed to estimate the appropriateness of a group of miRNAs as normalizers to identify which might be considered steady internal reference genes in expression studies on DR plasma samples. Expression levels of candidates were analyzed in 60 healthy controls, 48 DM without DR patients and 62 DR patients with two statistical tools: NormFinder and RefFinder. MiR-328-3p was the most stable gene and we also investigated the effect of gene normalization, demonstrating that different normalization strategies have important implications for accurate data interpretation. Nature Publishing Group UK 2019-12-23 /pmc/articles/PMC6928074/ /pubmed/31873160 http://dx.doi.org/10.1038/s41598-019-56172-w Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Prado, Marcelle SanJuan Ganem
de Goes, Thaline Cunha
de Jesus, Mirthz Lemos
Mendonça, Lucilla Silva Oliveira
Nascimento, Jadson Santos
Kaneto, Carla Martins
Identification of miR-328-3p as an endogenous reference gene for the normalization of miRNA expression data from patients with Diabetic Retinopathy
title Identification of miR-328-3p as an endogenous reference gene for the normalization of miRNA expression data from patients with Diabetic Retinopathy
title_full Identification of miR-328-3p as an endogenous reference gene for the normalization of miRNA expression data from patients with Diabetic Retinopathy
title_fullStr Identification of miR-328-3p as an endogenous reference gene for the normalization of miRNA expression data from patients with Diabetic Retinopathy
title_full_unstemmed Identification of miR-328-3p as an endogenous reference gene for the normalization of miRNA expression data from patients with Diabetic Retinopathy
title_short Identification of miR-328-3p as an endogenous reference gene for the normalization of miRNA expression data from patients with Diabetic Retinopathy
title_sort identification of mir-328-3p as an endogenous reference gene for the normalization of mirna expression data from patients with diabetic retinopathy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6928074/
https://www.ncbi.nlm.nih.gov/pubmed/31873160
http://dx.doi.org/10.1038/s41598-019-56172-w
work_keys_str_mv AT pradomarcellesanjuanganem identificationofmir3283pasanendogenousreferencegeneforthenormalizationofmirnaexpressiondatafrompatientswithdiabeticretinopathy
AT degoesthalinecunha identificationofmir3283pasanendogenousreferencegeneforthenormalizationofmirnaexpressiondatafrompatientswithdiabeticretinopathy
AT dejesusmirthzlemos identificationofmir3283pasanendogenousreferencegeneforthenormalizationofmirnaexpressiondatafrompatientswithdiabeticretinopathy
AT mendoncalucillasilvaoliveira identificationofmir3283pasanendogenousreferencegeneforthenormalizationofmirnaexpressiondatafrompatientswithdiabeticretinopathy
AT nascimentojadsonsantos identificationofmir3283pasanendogenousreferencegeneforthenormalizationofmirnaexpressiondatafrompatientswithdiabeticretinopathy
AT kanetocarlamartins identificationofmir3283pasanendogenousreferencegeneforthenormalizationofmirnaexpressiondatafrompatientswithdiabeticretinopathy