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Exploring Early-Stage Retinal Neurodegeneration in Murine Pigmentary Glaucoma: Insights From Gene Networks and miRNA Regulation Analyses
PURPOSE: Glaucoma is a group of heterogeneous optic neuropathies characterized by the progressive degeneration of retinal ganglion cells. However, the underlying mechanisms have not been understood completely. We aimed to elucidate the genetic network associated with the development of pigmentary gl...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10506683/ https://www.ncbi.nlm.nih.gov/pubmed/37707836 http://dx.doi.org/10.1167/iovs.64.12.25 |
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author | Gu, Qingqing Kumar, Aman Hook, Michael Xu, Fuyi Bajpai, Akhilesh Kumar Starlard-Davenport, Athena Yue, Junming Jablonski, Monica M. Lu, Lu |
author_facet | Gu, Qingqing Kumar, Aman Hook, Michael Xu, Fuyi Bajpai, Akhilesh Kumar Starlard-Davenport, Athena Yue, Junming Jablonski, Monica M. Lu, Lu |
author_sort | Gu, Qingqing |
collection | PubMed |
description | PURPOSE: Glaucoma is a group of heterogeneous optic neuropathies characterized by the progressive degeneration of retinal ganglion cells. However, the underlying mechanisms have not been understood completely. We aimed to elucidate the genetic network associated with the development of pigmentary glaucoma with DBA/2J (D2) mouse model of glaucoma and corresponding genetic control D2-Gpnmb (D2G) mice carrying the wild type (WT) Gpnmb allele. METHODS: Retinas isolated from 13 D2 and 12 D2G mice were subdivided into 2 age groups: pre-onset (1–6 months: samples were collected at approximately 1–2, 2–4, and 5–6 months) and post-onset (7–15 months: samples were collected at approximately 7–9, 10–12, and 13–15 months) glaucoma were compared. Differential gene expression (DEG) analysis and gene-set enrichment analyses were performed. To identify micro-RNAs (miRNAs) that target Gpnmb, miRNA expression levels were correlated with time point matched mRNA expression levels. A weighted gene co-expression network analysis (WGCNA) was performed using the reference BXD mouse population. Quantitative real-time PCR (qRT-PCR) was used to validate Gpnmb and miRNA expression levels. RESULTS: A total of 314 and 86 DEGs were identified in the pre-onset and post-onset glaucoma groups, respectively. DEGs in the pre-onset glaucoma group were associated with the crystallin gene family, whereas those in the post-onset group were related to innate immune system response. Of 1329 miRNAs predicted to target Gpnmb, 3 miRNAs (miR-125a-3p, miR-3076-5p, and miR-214-5p) were selected. A total of 47 genes demonstrated overlapping with the identified DEGs between D2 and D2G, segregated into their time-relevant stages. Gpnmb was significantly downregulated, whereas 2 out of 3 miRNAs were significantly upregulated (P < 0.05) in D2 mice at both 3-and 10-month time points. CONCLUSIONS: These findings suggest distinct gene-sets involved in pre-and post-glaucoma in the D2 mouse. We identified three miRNAs regulating Gpnmb in the development of murine pigmentary glaucoma. |
format | Online Article Text |
id | pubmed-10506683 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-105066832023-09-19 Exploring Early-Stage Retinal Neurodegeneration in Murine Pigmentary Glaucoma: Insights From Gene Networks and miRNA Regulation Analyses Gu, Qingqing Kumar, Aman Hook, Michael Xu, Fuyi Bajpai, Akhilesh Kumar Starlard-Davenport, Athena Yue, Junming Jablonski, Monica M. Lu, Lu Invest Ophthalmol Vis Sci Glaucoma PURPOSE: Glaucoma is a group of heterogeneous optic neuropathies characterized by the progressive degeneration of retinal ganglion cells. However, the underlying mechanisms have not been understood completely. We aimed to elucidate the genetic network associated with the development of pigmentary glaucoma with DBA/2J (D2) mouse model of glaucoma and corresponding genetic control D2-Gpnmb (D2G) mice carrying the wild type (WT) Gpnmb allele. METHODS: Retinas isolated from 13 D2 and 12 D2G mice were subdivided into 2 age groups: pre-onset (1–6 months: samples were collected at approximately 1–2, 2–4, and 5–6 months) and post-onset (7–15 months: samples were collected at approximately 7–9, 10–12, and 13–15 months) glaucoma were compared. Differential gene expression (DEG) analysis and gene-set enrichment analyses were performed. To identify micro-RNAs (miRNAs) that target Gpnmb, miRNA expression levels were correlated with time point matched mRNA expression levels. A weighted gene co-expression network analysis (WGCNA) was performed using the reference BXD mouse population. Quantitative real-time PCR (qRT-PCR) was used to validate Gpnmb and miRNA expression levels. RESULTS: A total of 314 and 86 DEGs were identified in the pre-onset and post-onset glaucoma groups, respectively. DEGs in the pre-onset glaucoma group were associated with the crystallin gene family, whereas those in the post-onset group were related to innate immune system response. Of 1329 miRNAs predicted to target Gpnmb, 3 miRNAs (miR-125a-3p, miR-3076-5p, and miR-214-5p) were selected. A total of 47 genes demonstrated overlapping with the identified DEGs between D2 and D2G, segregated into their time-relevant stages. Gpnmb was significantly downregulated, whereas 2 out of 3 miRNAs were significantly upregulated (P < 0.05) in D2 mice at both 3-and 10-month time points. CONCLUSIONS: These findings suggest distinct gene-sets involved in pre-and post-glaucoma in the D2 mouse. We identified three miRNAs regulating Gpnmb in the development of murine pigmentary glaucoma. The Association for Research in Vision and Ophthalmology 2023-09-14 /pmc/articles/PMC10506683/ /pubmed/37707836 http://dx.doi.org/10.1167/iovs.64.12.25 Text en Copyright 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |
spellingShingle | Glaucoma Gu, Qingqing Kumar, Aman Hook, Michael Xu, Fuyi Bajpai, Akhilesh Kumar Starlard-Davenport, Athena Yue, Junming Jablonski, Monica M. Lu, Lu Exploring Early-Stage Retinal Neurodegeneration in Murine Pigmentary Glaucoma: Insights From Gene Networks and miRNA Regulation Analyses |
title | Exploring Early-Stage Retinal Neurodegeneration in Murine Pigmentary Glaucoma: Insights From Gene Networks and miRNA Regulation Analyses |
title_full | Exploring Early-Stage Retinal Neurodegeneration in Murine Pigmentary Glaucoma: Insights From Gene Networks and miRNA Regulation Analyses |
title_fullStr | Exploring Early-Stage Retinal Neurodegeneration in Murine Pigmentary Glaucoma: Insights From Gene Networks and miRNA Regulation Analyses |
title_full_unstemmed | Exploring Early-Stage Retinal Neurodegeneration in Murine Pigmentary Glaucoma: Insights From Gene Networks and miRNA Regulation Analyses |
title_short | Exploring Early-Stage Retinal Neurodegeneration in Murine Pigmentary Glaucoma: Insights From Gene Networks and miRNA Regulation Analyses |
title_sort | exploring early-stage retinal neurodegeneration in murine pigmentary glaucoma: insights from gene networks and mirna regulation analyses |
topic | Glaucoma |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10506683/ https://www.ncbi.nlm.nih.gov/pubmed/37707836 http://dx.doi.org/10.1167/iovs.64.12.25 |
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