Pathway analysis identifies altered mitochondrial metabolism, neurotransmission, structural pathways and complement cascade in retina/RPE/ choroid in chick model of form-deprivation myopia

Purpose RNA sequencing analysis has demonstrated bidirectional changes in metabolism, structural and immune pathways during early induction of defocus induced myopia. Thus, the aim of this study was to investigate whether similar gene pathways are also related to the more excessive axial growth, ult...

Full description

Bibliographic Details
Main Authors: Loretta Giummarra, Sheila G. Crewther, Nina Riddell, Melanie J. Murphy, David P. Crewther
Format: Article
Language:English
Published: PeerJ Inc. 2018-06-01
Series:PeerJ
Subjects:
Online Access:https://peerj.com/articles/5048.pdf
id doaj-d231d47985e84aacb0adfbfea81f8541
record_format Article
spelling doaj-d231d47985e84aacb0adfbfea81f85412020-11-24T23:18:31ZengPeerJ Inc.PeerJ2167-83592018-06-016e504810.7717/peerj.5048Pathway analysis identifies altered mitochondrial metabolism, neurotransmission, structural pathways and complement cascade in retina/RPE/ choroid in chick model of form-deprivation myopiaLoretta Giummarra0Sheila G. Crewther1Nina Riddell2Melanie J. Murphy3David P. Crewther4School of Psychology & Public Health, La Trobe University, Melbourne, Victoria, AustraliaSchool of Psychology & Public Health, La Trobe University, Melbourne, Victoria, AustraliaSchool of Psychology & Public Health, La Trobe University, Melbourne, Victoria, AustraliaSchool of Psychology & Public Health, La Trobe University, Melbourne, Victoria, AustraliaCentre for Psychopharmacology, Swinburne University of Technology, Hawthorn, Victoria, AustraliaPurpose RNA sequencing analysis has demonstrated bidirectional changes in metabolism, structural and immune pathways during early induction of defocus induced myopia. Thus, the aim of this study was to investigate whether similar gene pathways are also related to the more excessive axial growth, ultrastructural and elemental microanalytic changes seen during the induction and recovery from form-deprivation myopia (FDM) in chicks and predicted by the RIDE model of myopia. Methods Archived genomic transcriptome data from the first three days of induction of monocularly occluded form deprived myopia (FDMI) in chicks was obtained from the GEO database (accession # GSE6543) while data from chicks monocularly occluded for 10 days and then given up to 24 h of normal visual recovery (FDMR) were collected. Gene set enrichment analysis (GSEA) software was used to determine enriched pathways during the induction (FDMI) and recovery (FDMR) from FD. Curated gene-sets were obtained from open access sources. Results Clusters of significant changes in mitochondrial energy metabolism, neurotransmission, ion channel transport, G protein coupled receptor signalling, complement cascades and neuron structure and growth were identified during the 10 days of induction of profound myopia and were found to correlate well with change in axial dimensions. Bile acid and bile salt metabolism pathways (cholesterol/lipid metabolism and sodium channel activation) were significantly upregulated during the first 24 h of recovery from 10 days of FDM. Conclusions The gene pathways altered during induction of FDM are similar to those reported in defocus induced myopia and are established indicators of oxidative stress, osmoregulatory and associated structural changes. These findings are also consistent with the choroidal thinning, axial elongation and hyperosmotic ion distribution patterns across the retina and choroid previously reported in FDM and predicted by RIDE.https://peerj.com/articles/5048.pdfGene set enrichment analysisMyopiaMitochondrial energy metabolismNeurotransmissionBile acid metabolism
collection DOAJ
language English
format Article
sources DOAJ
author Loretta Giummarra
Sheila G. Crewther
Nina Riddell
Melanie J. Murphy
David P. Crewther
spellingShingle Loretta Giummarra
Sheila G. Crewther
Nina Riddell
Melanie J. Murphy
David P. Crewther
Pathway analysis identifies altered mitochondrial metabolism, neurotransmission, structural pathways and complement cascade in retina/RPE/ choroid in chick model of form-deprivation myopia
PeerJ
Gene set enrichment analysis
Myopia
Mitochondrial energy metabolism
Neurotransmission
Bile acid metabolism
author_facet Loretta Giummarra
Sheila G. Crewther
Nina Riddell
Melanie J. Murphy
David P. Crewther
author_sort Loretta Giummarra
title Pathway analysis identifies altered mitochondrial metabolism, neurotransmission, structural pathways and complement cascade in retina/RPE/ choroid in chick model of form-deprivation myopia
title_short Pathway analysis identifies altered mitochondrial metabolism, neurotransmission, structural pathways and complement cascade in retina/RPE/ choroid in chick model of form-deprivation myopia
title_full Pathway analysis identifies altered mitochondrial metabolism, neurotransmission, structural pathways and complement cascade in retina/RPE/ choroid in chick model of form-deprivation myopia
title_fullStr Pathway analysis identifies altered mitochondrial metabolism, neurotransmission, structural pathways and complement cascade in retina/RPE/ choroid in chick model of form-deprivation myopia
title_full_unstemmed Pathway analysis identifies altered mitochondrial metabolism, neurotransmission, structural pathways and complement cascade in retina/RPE/ choroid in chick model of form-deprivation myopia
title_sort pathway analysis identifies altered mitochondrial metabolism, neurotransmission, structural pathways and complement cascade in retina/rpe/ choroid in chick model of form-deprivation myopia
publisher PeerJ Inc.
series PeerJ
issn 2167-8359
publishDate 2018-06-01
description Purpose RNA sequencing analysis has demonstrated bidirectional changes in metabolism, structural and immune pathways during early induction of defocus induced myopia. Thus, the aim of this study was to investigate whether similar gene pathways are also related to the more excessive axial growth, ultrastructural and elemental microanalytic changes seen during the induction and recovery from form-deprivation myopia (FDM) in chicks and predicted by the RIDE model of myopia. Methods Archived genomic transcriptome data from the first three days of induction of monocularly occluded form deprived myopia (FDMI) in chicks was obtained from the GEO database (accession # GSE6543) while data from chicks monocularly occluded for 10 days and then given up to 24 h of normal visual recovery (FDMR) were collected. Gene set enrichment analysis (GSEA) software was used to determine enriched pathways during the induction (FDMI) and recovery (FDMR) from FD. Curated gene-sets were obtained from open access sources. Results Clusters of significant changes in mitochondrial energy metabolism, neurotransmission, ion channel transport, G protein coupled receptor signalling, complement cascades and neuron structure and growth were identified during the 10 days of induction of profound myopia and were found to correlate well with change in axial dimensions. Bile acid and bile salt metabolism pathways (cholesterol/lipid metabolism and sodium channel activation) were significantly upregulated during the first 24 h of recovery from 10 days of FDM. Conclusions The gene pathways altered during induction of FDM are similar to those reported in defocus induced myopia and are established indicators of oxidative stress, osmoregulatory and associated structural changes. These findings are also consistent with the choroidal thinning, axial elongation and hyperosmotic ion distribution patterns across the retina and choroid previously reported in FDM and predicted by RIDE.
topic Gene set enrichment analysis
Myopia
Mitochondrial energy metabolism
Neurotransmission
Bile acid metabolism
url https://peerj.com/articles/5048.pdf
work_keys_str_mv AT lorettagiummarra pathwayanalysisidentifiesalteredmitochondrialmetabolismneurotransmissionstructuralpathwaysandcomplementcascadeinretinarpechoroidinchickmodelofformdeprivationmyopia
AT sheilagcrewther pathwayanalysisidentifiesalteredmitochondrialmetabolismneurotransmissionstructuralpathwaysandcomplementcascadeinretinarpechoroidinchickmodelofformdeprivationmyopia
AT ninariddell pathwayanalysisidentifiesalteredmitochondrialmetabolismneurotransmissionstructuralpathwaysandcomplementcascadeinretinarpechoroidinchickmodelofformdeprivationmyopia
AT melaniejmurphy pathwayanalysisidentifiesalteredmitochondrialmetabolismneurotransmissionstructuralpathwaysandcomplementcascadeinretinarpechoroidinchickmodelofformdeprivationmyopia
AT davidpcrewther pathwayanalysisidentifiesalteredmitochondrialmetabolismneurotransmissionstructuralpathwaysandcomplementcascadeinretinarpechoroidinchickmodelofformdeprivationmyopia
_version_ 1725581122696380416