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Arginine and Carnitine Metabolites Are Altered in Diabetic Retinopathy
PURPOSE: To determine plasma metabolite and metabolic pathway differences between patients with type 2 diabetes with diabetic retinopathy (DR) and without retinopathy (diabetic controls), and between patients with proliferative DR (PDR) and nonproliferative DR (NPDR). METHODS: Using high-resolution...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6645705/ https://www.ncbi.nlm.nih.gov/pubmed/31323682 http://dx.doi.org/10.1167/iovs.19-27321 |
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author | Sumarriva, Katherine Uppal, Karan Ma, Chunyu Herren, David J. Wang, Yating Chocron, Isaac M. Warden, Cassandra Mitchell, Sabrina L. Burgess, L. Goodwin Goodale, Megan P. Osborn, Melissa P. Ferreira, Allison J. Law, Janice C. Cherney, Edward F. Jones, Dean P. Brantley, Milam A. |
author_facet | Sumarriva, Katherine Uppal, Karan Ma, Chunyu Herren, David J. Wang, Yating Chocron, Isaac M. Warden, Cassandra Mitchell, Sabrina L. Burgess, L. Goodwin Goodale, Megan P. Osborn, Melissa P. Ferreira, Allison J. Law, Janice C. Cherney, Edward F. Jones, Dean P. Brantley, Milam A. |
author_sort | Sumarriva, Katherine |
collection | PubMed |
description | PURPOSE: To determine plasma metabolite and metabolic pathway differences between patients with type 2 diabetes with diabetic retinopathy (DR) and without retinopathy (diabetic controls), and between patients with proliferative DR (PDR) and nonproliferative DR (NPDR). METHODS: Using high-resolution mass spectrometry with liquid chromatography, untargeted metabolomics was performed on plasma samples from 83 DR patients and 90 diabetic controls. Discriminatory metabolic features were identified through partial least squares discriminant analysis, and linear regression was used to adjust for age, sex, diabetes duration, and hemoglobin A1c. Pathway analysis was performed using Mummichog 2.0. RESULTS: In the adjusted analysis, 126 metabolic features differed significantly between DR patients and diabetic controls. Pathway analysis revealed alterations in the metabolism of amino acids, leukotrienes, niacin, pyrimidine, and purine. Arginine, citrulline, glutamic γ-semialdehyde, and dehydroxycarnitine were key contributors to these pathway differences. A total of 151 features distinguished PDR patients from NPDR patients, and pathway analysis revealed alterations in the β-oxidation of saturated fatty acids, fatty acid metabolism, and vitamin D(3) metabolism. Carnitine was a major contributor to the pathway differences. CONCLUSIONS: This study demonstrates that arginine and citrulline-related pathways are dysregulated in DR, and fatty acid metabolism is altered in PDR patients compared with NPDR patients. |
format | Online Article Text |
id | pubmed-6645705 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-66457052019-07-26 Arginine and Carnitine Metabolites Are Altered in Diabetic Retinopathy Sumarriva, Katherine Uppal, Karan Ma, Chunyu Herren, David J. Wang, Yating Chocron, Isaac M. Warden, Cassandra Mitchell, Sabrina L. Burgess, L. Goodwin Goodale, Megan P. Osborn, Melissa P. Ferreira, Allison J. Law, Janice C. Cherney, Edward F. Jones, Dean P. Brantley, Milam A. Invest Ophthalmol Vis Sci Retina PURPOSE: To determine plasma metabolite and metabolic pathway differences between patients with type 2 diabetes with diabetic retinopathy (DR) and without retinopathy (diabetic controls), and between patients with proliferative DR (PDR) and nonproliferative DR (NPDR). METHODS: Using high-resolution mass spectrometry with liquid chromatography, untargeted metabolomics was performed on plasma samples from 83 DR patients and 90 diabetic controls. Discriminatory metabolic features were identified through partial least squares discriminant analysis, and linear regression was used to adjust for age, sex, diabetes duration, and hemoglobin A1c. Pathway analysis was performed using Mummichog 2.0. RESULTS: In the adjusted analysis, 126 metabolic features differed significantly between DR patients and diabetic controls. Pathway analysis revealed alterations in the metabolism of amino acids, leukotrienes, niacin, pyrimidine, and purine. Arginine, citrulline, glutamic γ-semialdehyde, and dehydroxycarnitine were key contributors to these pathway differences. A total of 151 features distinguished PDR patients from NPDR patients, and pathway analysis revealed alterations in the β-oxidation of saturated fatty acids, fatty acid metabolism, and vitamin D(3) metabolism. Carnitine was a major contributor to the pathway differences. CONCLUSIONS: This study demonstrates that arginine and citrulline-related pathways are dysregulated in DR, and fatty acid metabolism is altered in PDR patients compared with NPDR patients. The Association for Research in Vision and Ophthalmology 2019-07 /pmc/articles/PMC6645705/ /pubmed/31323682 http://dx.doi.org/10.1167/iovs.19-27321 Text en Copyright 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |
spellingShingle | Retina Sumarriva, Katherine Uppal, Karan Ma, Chunyu Herren, David J. Wang, Yating Chocron, Isaac M. Warden, Cassandra Mitchell, Sabrina L. Burgess, L. Goodwin Goodale, Megan P. Osborn, Melissa P. Ferreira, Allison J. Law, Janice C. Cherney, Edward F. Jones, Dean P. Brantley, Milam A. Arginine and Carnitine Metabolites Are Altered in Diabetic Retinopathy |
title | Arginine and Carnitine Metabolites Are Altered in Diabetic Retinopathy |
title_full | Arginine and Carnitine Metabolites Are Altered in Diabetic Retinopathy |
title_fullStr | Arginine and Carnitine Metabolites Are Altered in Diabetic Retinopathy |
title_full_unstemmed | Arginine and Carnitine Metabolites Are Altered in Diabetic Retinopathy |
title_short | Arginine and Carnitine Metabolites Are Altered in Diabetic Retinopathy |
title_sort | arginine and carnitine metabolites are altered in diabetic retinopathy |
topic | Retina |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6645705/ https://www.ncbi.nlm.nih.gov/pubmed/31323682 http://dx.doi.org/10.1167/iovs.19-27321 |
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