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A Novel Mathematical Model of Glaucoma Pathogenesis

BACKGROUND: Conventional experimental approaches to understand glaucoma etiology and pathogenesis and, consequently, predict its course of progression have not seen much success due to the involvement of numerous molecular, cellular, and other moieties. An overwhelming number of these moieties at di...

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Autores principales: Faiq, Muneeb A, Sidhu, Talvir, Sofi, Rayees A, Singh, Himanshu N, Qadri, Rizwana, Dada, Rima, Bhartiya, Shibal, Gagrani, Meghal, Dada, Tanuj
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Jaypee Brothers Medical Publishers 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6710931/
https://www.ncbi.nlm.nih.gov/pubmed/31496554
http://dx.doi.org/10.5005/jp-journals-10078-1241
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author Faiq, Muneeb A
Sidhu, Talvir
Sofi, Rayees A
Singh, Himanshu N
Qadri, Rizwana
Dada, Rima
Bhartiya, Shibal
Gagrani, Meghal
Dada, Tanuj
author_facet Faiq, Muneeb A
Sidhu, Talvir
Sofi, Rayees A
Singh, Himanshu N
Qadri, Rizwana
Dada, Rima
Bhartiya, Shibal
Gagrani, Meghal
Dada, Tanuj
author_sort Faiq, Muneeb A
collection PubMed
description BACKGROUND: Conventional experimental approaches to understand glaucoma etiology and pathogenesis and, consequently, predict its course of progression have not seen much success due to the involvement of numerous molecular, cellular, and other moieties. An overwhelming number of these moieties at different levels combined with numerous environmental factors further complicate the intricacy. Interaction patterns between these factors are important to understand yet difficult to probe with conservative experimental approaches. METHODS: We performed a system-level analysis with mathematical modeling by developing and analyzing rate equations with respect to the cellular events in glaucoma pathogenesis. Twenty-two events were enlisted from the literature survey and were analyzed in terms of the sensitivity coefficient of retinal ganglion cells. A separate rate equation was developed for cellular stress also. The results were analyzed with respect to time, and the time course of the events with respect to various cellular moieties was analyzed. RESULTS: Our results suggest that microglia activation is among the earliest events in glaucoma pathogenesis. This modeling method yields a wealth of useful information which may serve as an important guide to better understand glaucoma pathogenesis and design experimental approaches and also identify useful diagnostic/predictive methods and important therapeutic targets. CONCLUSION: We here report the first mathematical model for glaucoma pathogenesis which provides important insight into the sensitivity coefficient and glia-mediated pathology of glaucoma. HOW TO CITE THIS ARTICLE: Faiq MA, Sidhu T, et al. A Novel Mathematical Model of Glaucoma Pathogenesis. J Curr Glaucoma Pract 2019; 13(1):3–8.
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spelling pubmed-67109312019-09-06 A Novel Mathematical Model of Glaucoma Pathogenesis Faiq, Muneeb A Sidhu, Talvir Sofi, Rayees A Singh, Himanshu N Qadri, Rizwana Dada, Rima Bhartiya, Shibal Gagrani, Meghal Dada, Tanuj J Curr Glaucoma Pract Original Article BACKGROUND: Conventional experimental approaches to understand glaucoma etiology and pathogenesis and, consequently, predict its course of progression have not seen much success due to the involvement of numerous molecular, cellular, and other moieties. An overwhelming number of these moieties at different levels combined with numerous environmental factors further complicate the intricacy. Interaction patterns between these factors are important to understand yet difficult to probe with conservative experimental approaches. METHODS: We performed a system-level analysis with mathematical modeling by developing and analyzing rate equations with respect to the cellular events in glaucoma pathogenesis. Twenty-two events were enlisted from the literature survey and were analyzed in terms of the sensitivity coefficient of retinal ganglion cells. A separate rate equation was developed for cellular stress also. The results were analyzed with respect to time, and the time course of the events with respect to various cellular moieties was analyzed. RESULTS: Our results suggest that microglia activation is among the earliest events in glaucoma pathogenesis. This modeling method yields a wealth of useful information which may serve as an important guide to better understand glaucoma pathogenesis and design experimental approaches and also identify useful diagnostic/predictive methods and important therapeutic targets. CONCLUSION: We here report the first mathematical model for glaucoma pathogenesis which provides important insight into the sensitivity coefficient and glia-mediated pathology of glaucoma. HOW TO CITE THIS ARTICLE: Faiq MA, Sidhu T, et al. A Novel Mathematical Model of Glaucoma Pathogenesis. J Curr Glaucoma Pract 2019; 13(1):3–8. Jaypee Brothers Medical Publishers 2019 /pmc/articles/PMC6710931/ /pubmed/31496554 http://dx.doi.org/10.5005/jp-journals-10078-1241 Text en Copyright © 2019; Jaypee Brothers Medical Publishers (P) Ltd. This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Original Article
Faiq, Muneeb A
Sidhu, Talvir
Sofi, Rayees A
Singh, Himanshu N
Qadri, Rizwana
Dada, Rima
Bhartiya, Shibal
Gagrani, Meghal
Dada, Tanuj
A Novel Mathematical Model of Glaucoma Pathogenesis
title A Novel Mathematical Model of Glaucoma Pathogenesis
title_full A Novel Mathematical Model of Glaucoma Pathogenesis
title_fullStr A Novel Mathematical Model of Glaucoma Pathogenesis
title_full_unstemmed A Novel Mathematical Model of Glaucoma Pathogenesis
title_short A Novel Mathematical Model of Glaucoma Pathogenesis
title_sort novel mathematical model of glaucoma pathogenesis
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6710931/
https://www.ncbi.nlm.nih.gov/pubmed/31496554
http://dx.doi.org/10.5005/jp-journals-10078-1241
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