Repository of proposed pathways and protein–protein interaction networks in age-related macular degeneration

Abstract Age-related macular degeneration (AMD) is one of the commonest causes of sight loss in the elderly population and to date there is no intervention that slows or prevents early AMD disease progressing to blinding neovascularization or geographic atrophy. AMD is a complex disease and factors...

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Main Authors: Fran M. Pool, Christina Kiel, Luis Serrano, Philip J. Luthert
Format: Article
Language:English
Published: Nature Publishing Group 2020-01-01
Series:npj Aging and Mechanisms of Disease
Online Access:https://doi.org/10.1038/s41514-019-0039-5
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spelling doaj-d8745f6560644aabb7a1696f079360c32021-04-02T16:26:52ZengNature Publishing Groupnpj Aging and Mechanisms of Disease2056-39732020-01-016111110.1038/s41514-019-0039-5Repository of proposed pathways and protein–protein interaction networks in age-related macular degenerationFran M. Pool0Christina Kiel1Luis Serrano2Philip J. Luthert3UCL Institute of Ophthalmology, and NIHR Moorfields Biomedical Research Centre, University College LondonSystems Biology Ireland & Charles Institute of Dermatology & School of Medicine, University College DublinCentre for Genomic Regulation (CRG), Systems Biology Programme. The Barcelona Institute of Science and TechnologyUCL Institute of Ophthalmology, and NIHR Moorfields Biomedical Research Centre, University College LondonAbstract Age-related macular degeneration (AMD) is one of the commonest causes of sight loss in the elderly population and to date there is no intervention that slows or prevents early AMD disease progressing to blinding neovascularization or geographic atrophy. AMD is a complex disease and factors proposed to contribute to the development and progression of disease include aging, genetics, epigenetics, oxidative stress, pro-inflammatory state, and life-style factors such as smoking, alcohol, and high fat diet. Here, we generate a knowledge repository of pathways and protein–protein interaction (PPI) networks likely to be implicated in AMD pathogenesis, such as complement activation, lipid trafficking and metabolism, vitamin A cycle, oxidative stress, proteostasis, bioenergetics, autophagy/mitophagy, extracellular matrix (ECM) turnover, and choroidal vascular dropout. Two disctinct clusters ermerged from the networks for parainflamation and ECM homeostasis, which may represent two different disease modules underlying AMD pathology. Our analyses also suggest that the disease manifests primarily in RPE/choroid and less in neural retina. The use of standardized syntax when generating maps of these biological processes (SBGN standard) and networks (PSI standard) enables visualization of complex information in graphical programs such as CellDesigner and Cytoscape and enhances reusability and extension of data. The ability to focus onto subnetworks, multiple visualizations and simulation options will enable the AMD research community to computationally model subnetworks or to test experimentally new hypotheses arising from connectivities in the AMD pathway map.https://doi.org/10.1038/s41514-019-0039-5
collection DOAJ
language English
format Article
sources DOAJ
author Fran M. Pool
Christina Kiel
Luis Serrano
Philip J. Luthert
spellingShingle Fran M. Pool
Christina Kiel
Luis Serrano
Philip J. Luthert
Repository of proposed pathways and protein–protein interaction networks in age-related macular degeneration
npj Aging and Mechanisms of Disease
author_facet Fran M. Pool
Christina Kiel
Luis Serrano
Philip J. Luthert
author_sort Fran M. Pool
title Repository of proposed pathways and protein–protein interaction networks in age-related macular degeneration
title_short Repository of proposed pathways and protein–protein interaction networks in age-related macular degeneration
title_full Repository of proposed pathways and protein–protein interaction networks in age-related macular degeneration
title_fullStr Repository of proposed pathways and protein–protein interaction networks in age-related macular degeneration
title_full_unstemmed Repository of proposed pathways and protein–protein interaction networks in age-related macular degeneration
title_sort repository of proposed pathways and protein–protein interaction networks in age-related macular degeneration
publisher Nature Publishing Group
series npj Aging and Mechanisms of Disease
issn 2056-3973
publishDate 2020-01-01
description Abstract Age-related macular degeneration (AMD) is one of the commonest causes of sight loss in the elderly population and to date there is no intervention that slows or prevents early AMD disease progressing to blinding neovascularization or geographic atrophy. AMD is a complex disease and factors proposed to contribute to the development and progression of disease include aging, genetics, epigenetics, oxidative stress, pro-inflammatory state, and life-style factors such as smoking, alcohol, and high fat diet. Here, we generate a knowledge repository of pathways and protein–protein interaction (PPI) networks likely to be implicated in AMD pathogenesis, such as complement activation, lipid trafficking and metabolism, vitamin A cycle, oxidative stress, proteostasis, bioenergetics, autophagy/mitophagy, extracellular matrix (ECM) turnover, and choroidal vascular dropout. Two disctinct clusters ermerged from the networks for parainflamation and ECM homeostasis, which may represent two different disease modules underlying AMD pathology. Our analyses also suggest that the disease manifests primarily in RPE/choroid and less in neural retina. The use of standardized syntax when generating maps of these biological processes (SBGN standard) and networks (PSI standard) enables visualization of complex information in graphical programs such as CellDesigner and Cytoscape and enhances reusability and extension of data. The ability to focus onto subnetworks, multiple visualizations and simulation options will enable the AMD research community to computationally model subnetworks or to test experimentally new hypotheses arising from connectivities in the AMD pathway map.
url https://doi.org/10.1038/s41514-019-0039-5
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