Changes in retinal metabolic profiles associated with form deprivation myopia development in guinea pigs
Abstract Retinal metabolic changes have been suggested to be associated with myopia development. However, little is known about either their identity or time dependent behavior during this sight compromising process. To address these questions, gas chromatography time-of-flight mass spectrometry (GC...
Main Authors: | , , , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Publishing Group
2017-06-01
|
Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-017-03075-3 |
id |
doaj-f76c8f8444d747b7a4f0a7e574f6fe19 |
---|---|
record_format |
Article |
spelling |
doaj-f76c8f8444d747b7a4f0a7e574f6fe192020-12-08T00:21:38ZengNature Publishing GroupScientific Reports2045-23222017-06-01711910.1038/s41598-017-03075-3Changes in retinal metabolic profiles associated with form deprivation myopia development in guinea pigsJinglei Yang0Peter S. Reinach1Sen Zhang2Miaozhen Pan3Wenfeng Sun4Bo Liu5Fen Li6Xiaoqing Li7Aihua Zhao8Tianlu Chen9Wei Jia10Jia Qu11Xiangtian Zhou12School of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical UniversitySchool of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical UniversitySchool of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical UniversitySchool of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical UniversitySchool of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical UniversitySchool of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical UniversitySchool of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical UniversitySchool of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical UniversityShanghai Key Laboratory of Diabetes Mellitus and Center for Translational Medicine, Shanghai Jiao Tong University Affiliated Sixth People’s HospitalShanghai Key Laboratory of Diabetes Mellitus and Center for Translational Medicine, Shanghai Jiao Tong University Affiliated Sixth People’s HospitalShanghai Key Laboratory of Diabetes Mellitus and Center for Translational Medicine, Shanghai Jiao Tong University Affiliated Sixth People’s HospitalSchool of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical UniversitySchool of Ophthalmology and Optometry and Eye Hospital, Wenzhou Medical UniversityAbstract Retinal metabolic changes have been suggested to be associated with myopia development. However, little is known about either their identity or time dependent behavior during this sight compromising process. To address these questions, gas chromatography time-of-flight mass spectrometry (GC-TOF/MS) was applied to compare guinea pig retinal metabolite levels in form deprivation (FD) eyes at 3 days and 2 weeks post FD with normal control (NC) eyes. Orthogonal partial least squares (OPLS) models discriminated between time dependent retinal metabolic profiles in the presence and absence of FD. Myopia severity was associated with more metabolic pattern differences in the FD than in the NC eyes. After 3 days of FD, 11 metabolite levels changed and after 2 weeks the number of differences increased to 16. Five metabolites continuously decreased during two weeks of FD. Two-way ANOVA of the changes identified by OPLS indicates that 15 out of the 22 metabolites differences were significant. Taken together, these results suggest that myopia progression is associated with an inverse relationship between increases in glucose accumulation and lipid level decreases in form-deprived guinea pig eyes. Such changes indicate that metabolomic studies are an informative approach to identify time dependent retinal metabolic alterations associated with this disease.https://doi.org/10.1038/s41598-017-03075-3 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Jinglei Yang Peter S. Reinach Sen Zhang Miaozhen Pan Wenfeng Sun Bo Liu Fen Li Xiaoqing Li Aihua Zhao Tianlu Chen Wei Jia Jia Qu Xiangtian Zhou |
spellingShingle |
Jinglei Yang Peter S. Reinach Sen Zhang Miaozhen Pan Wenfeng Sun Bo Liu Fen Li Xiaoqing Li Aihua Zhao Tianlu Chen Wei Jia Jia Qu Xiangtian Zhou Changes in retinal metabolic profiles associated with form deprivation myopia development in guinea pigs Scientific Reports |
author_facet |
Jinglei Yang Peter S. Reinach Sen Zhang Miaozhen Pan Wenfeng Sun Bo Liu Fen Li Xiaoqing Li Aihua Zhao Tianlu Chen Wei Jia Jia Qu Xiangtian Zhou |
author_sort |
Jinglei Yang |
title |
Changes in retinal metabolic profiles associated with form deprivation myopia development in guinea pigs |
title_short |
Changes in retinal metabolic profiles associated with form deprivation myopia development in guinea pigs |
title_full |
Changes in retinal metabolic profiles associated with form deprivation myopia development in guinea pigs |
title_fullStr |
Changes in retinal metabolic profiles associated with form deprivation myopia development in guinea pigs |
title_full_unstemmed |
Changes in retinal metabolic profiles associated with form deprivation myopia development in guinea pigs |
title_sort |
changes in retinal metabolic profiles associated with form deprivation myopia development in guinea pigs |
publisher |
Nature Publishing Group |
series |
Scientific Reports |
issn |
2045-2322 |
publishDate |
2017-06-01 |
description |
Abstract Retinal metabolic changes have been suggested to be associated with myopia development. However, little is known about either their identity or time dependent behavior during this sight compromising process. To address these questions, gas chromatography time-of-flight mass spectrometry (GC-TOF/MS) was applied to compare guinea pig retinal metabolite levels in form deprivation (FD) eyes at 3 days and 2 weeks post FD with normal control (NC) eyes. Orthogonal partial least squares (OPLS) models discriminated between time dependent retinal metabolic profiles in the presence and absence of FD. Myopia severity was associated with more metabolic pattern differences in the FD than in the NC eyes. After 3 days of FD, 11 metabolite levels changed and after 2 weeks the number of differences increased to 16. Five metabolites continuously decreased during two weeks of FD. Two-way ANOVA of the changes identified by OPLS indicates that 15 out of the 22 metabolites differences were significant. Taken together, these results suggest that myopia progression is associated with an inverse relationship between increases in glucose accumulation and lipid level decreases in form-deprived guinea pig eyes. Such changes indicate that metabolomic studies are an informative approach to identify time dependent retinal metabolic alterations associated with this disease. |
url |
https://doi.org/10.1038/s41598-017-03075-3 |
work_keys_str_mv |
AT jingleiyang changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT petersreinach changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT senzhang changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT miaozhenpan changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT wenfengsun changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT boliu changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT fenli changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT xiaoqingli changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT aihuazhao changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT tianluchen changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT weijia changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT jiaqu changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs AT xiangtianzhou changesinretinalmetabolicprofilesassociatedwithformdeprivationmyopiadevelopmentinguineapigs |
_version_ |
1724396512124862464 |