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In-depth transcriptomic analysis of human retina reveals molecular mechanisms underlying diabetic retinopathy
Diabetic Retinopathy (DR) is among the major global causes for vision loss. With the rise in diabetes prevalence, an increase in DR incidence is expected. Current understanding of both the molecular etiology and pathways involved in the initiation and progression of DR is limited. Via RNA-Sequencing...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8131353/ https://www.ncbi.nlm.nih.gov/pubmed/34006945 http://dx.doi.org/10.1038/s41598-021-88698-3 |
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author | Becker, Kolja Klein, Holger Simon, Eric Viollet, Coralie Haslinger, Christian Leparc, German Schultheis, Christian Chong, Victor Kuehn, Markus H. Fernandez-Albert, Francesc Bakker, Remko A. |
author_facet | Becker, Kolja Klein, Holger Simon, Eric Viollet, Coralie Haslinger, Christian Leparc, German Schultheis, Christian Chong, Victor Kuehn, Markus H. Fernandez-Albert, Francesc Bakker, Remko A. |
author_sort | Becker, Kolja |
collection | PubMed |
description | Diabetic Retinopathy (DR) is among the major global causes for vision loss. With the rise in diabetes prevalence, an increase in DR incidence is expected. Current understanding of both the molecular etiology and pathways involved in the initiation and progression of DR is limited. Via RNA-Sequencing, we analyzed mRNA and miRNA expression profiles of 80 human post-mortem retinal samples from 43 patients diagnosed with various stages of DR. We found differentially expressed transcripts to be predominantly associated with late stage DR and pathways such as hippo and gap junction signaling. A multivariate regression model identified transcripts with progressive changes throughout disease stages, which in turn displayed significant overlap with sphingolipid and cGMP–PKG signaling. Combined analysis of miRNA and mRNA expression further uncovered disease-relevant miRNA/mRNA associations as potential mechanisms of post-transcriptional regulation. Finally, integrating human retinal single cell RNA-Sequencing data revealed a continuous loss of retinal ganglion cells, and Müller cell mediated changes in histidine and β-alanine signaling. While previously considered primarily a vascular disease, attention in DR has shifted to additional mechanisms and cell-types. Our findings offer an unprecedented and unbiased insight into molecular pathways and cell-specific changes in the development of DR, and provide potential avenues for future therapeutic intervention. |
format | Online Article Text |
id | pubmed-8131353 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81313532021-05-19 In-depth transcriptomic analysis of human retina reveals molecular mechanisms underlying diabetic retinopathy Becker, Kolja Klein, Holger Simon, Eric Viollet, Coralie Haslinger, Christian Leparc, German Schultheis, Christian Chong, Victor Kuehn, Markus H. Fernandez-Albert, Francesc Bakker, Remko A. Sci Rep Article Diabetic Retinopathy (DR) is among the major global causes for vision loss. With the rise in diabetes prevalence, an increase in DR incidence is expected. Current understanding of both the molecular etiology and pathways involved in the initiation and progression of DR is limited. Via RNA-Sequencing, we analyzed mRNA and miRNA expression profiles of 80 human post-mortem retinal samples from 43 patients diagnosed with various stages of DR. We found differentially expressed transcripts to be predominantly associated with late stage DR and pathways such as hippo and gap junction signaling. A multivariate regression model identified transcripts with progressive changes throughout disease stages, which in turn displayed significant overlap with sphingolipid and cGMP–PKG signaling. Combined analysis of miRNA and mRNA expression further uncovered disease-relevant miRNA/mRNA associations as potential mechanisms of post-transcriptional regulation. Finally, integrating human retinal single cell RNA-Sequencing data revealed a continuous loss of retinal ganglion cells, and Müller cell mediated changes in histidine and β-alanine signaling. While previously considered primarily a vascular disease, attention in DR has shifted to additional mechanisms and cell-types. Our findings offer an unprecedented and unbiased insight into molecular pathways and cell-specific changes in the development of DR, and provide potential avenues for future therapeutic intervention. Nature Publishing Group UK 2021-05-18 /pmc/articles/PMC8131353/ /pubmed/34006945 http://dx.doi.org/10.1038/s41598-021-88698-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Becker, Kolja Klein, Holger Simon, Eric Viollet, Coralie Haslinger, Christian Leparc, German Schultheis, Christian Chong, Victor Kuehn, Markus H. Fernandez-Albert, Francesc Bakker, Remko A. In-depth transcriptomic analysis of human retina reveals molecular mechanisms underlying diabetic retinopathy |
title | In-depth transcriptomic analysis of human retina reveals molecular mechanisms underlying diabetic retinopathy |
title_full | In-depth transcriptomic analysis of human retina reveals molecular mechanisms underlying diabetic retinopathy |
title_fullStr | In-depth transcriptomic analysis of human retina reveals molecular mechanisms underlying diabetic retinopathy |
title_full_unstemmed | In-depth transcriptomic analysis of human retina reveals molecular mechanisms underlying diabetic retinopathy |
title_short | In-depth transcriptomic analysis of human retina reveals molecular mechanisms underlying diabetic retinopathy |
title_sort | in-depth transcriptomic analysis of human retina reveals molecular mechanisms underlying diabetic retinopathy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8131353/ https://www.ncbi.nlm.nih.gov/pubmed/34006945 http://dx.doi.org/10.1038/s41598-021-88698-3 |
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