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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...

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Autores principales: Gu, Qingqing, Kumar, Aman, Hook, Michael, Xu, Fuyi, Bajpai, Akhilesh Kumar, Starlard-Davenport, Athena, Yue, Junming, Jablonski, Monica M., Lu, Lu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2023
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.
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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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