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Prediagnostic Plasma Metabolomics and the Risk of Exfoliation Glaucoma
PURPOSE: The etiology of exfoliation glaucoma (XFG) is poorly understood. We aimed to identify a prediagnostic plasma metabolomic signature associated with XFG. METHODS: We conducted a 1:1 matched case-control study nested within the Nurses’ Health Study and Health Professionals Follow-up Study. We...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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The Association for Research in Vision and Ophthalmology
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9386645/ https://www.ncbi.nlm.nih.gov/pubmed/35951322 http://dx.doi.org/10.1167/iovs.63.9.15 |
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author | Kang, Jae H. Zeleznik, Oana Frueh, Lisa Lasky-Su, Jessica Eliassen, A. Heather Clish, Clary Rosner, Bernard A. Pasquale, Louis R. Wiggs, Janey L. |
author_facet | Kang, Jae H. Zeleznik, Oana Frueh, Lisa Lasky-Su, Jessica Eliassen, A. Heather Clish, Clary Rosner, Bernard A. Pasquale, Louis R. Wiggs, Janey L. |
author_sort | Kang, Jae H. |
collection | PubMed |
description | PURPOSE: The etiology of exfoliation glaucoma (XFG) is poorly understood. We aimed to identify a prediagnostic plasma metabolomic signature associated with XFG. METHODS: We conducted a 1:1 matched case-control study nested within the Nurses’ Health Study and Health Professionals Follow-up Study. We collected blood samples in 1989–1990 (Nurses’ Health Study) and 1993–1995 (Health Professionals Follow-up Study). We identified 205 incident XFG cases through 2016 (average time to diagnosis from blood draw = 11.8 years) who self-reported glaucoma and were confirmed as XFG cases with medical records. We profiled plasma metabolites using liquid chromatography-mass spectrometry. We evaluated 379 known metabolites (transformed for normality using probit scores) using multiple conditional logistic models. Metabolite set enrichment analysis was used to identify metabolite classes associated with XFG. To adjust for multiple comparisons, we used number of effective tests (NEF) and the false discovery rate (FDR). RESULTS: Mean age of cases (n = 205) at diagnosis was 71 years; 85% were women and more than 99% were Caucasian; controls (n = 205) reported eye examinations as of the matched cases’ index date. Thirty-three metabolites were nominally significantly associated with XFG (P < 0.05), and 4 metabolite classes were FDR-significantly associated. We observed positive associations for lysophosphatidylcholines (FDR = 0.02) and phosphatidylethanolamine plasmalogens (FDR = 0.004) and inverse associations for triacylglycerols (FDR < 0.0001) and steroids (FDR = 0.03). In particular, the multivariable-adjusted odds ratio with each 1 standard deviation higher plasma cortisone levels was 0.49 (95% confidence interval, 0.32–0.74; NEF = 0.05). CONCLUSIONS: In plasma from a decade before diagnosis, lysophosphatidylcholines and phosphatidylethanolamine plasmalogens were positively associated and triacylglycerols and steroids (e.g., cortisone) were inversely associated with XFG risk. |
format | Online Article Text |
id | pubmed-9386645 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Association for Research in Vision and Ophthalmology |
record_format | MEDLINE/PubMed |
spelling | pubmed-93866452022-08-19 Prediagnostic Plasma Metabolomics and the Risk of Exfoliation Glaucoma Kang, Jae H. Zeleznik, Oana Frueh, Lisa Lasky-Su, Jessica Eliassen, A. Heather Clish, Clary Rosner, Bernard A. Pasquale, Louis R. Wiggs, Janey L. Invest Ophthalmol Vis Sci Glaucoma PURPOSE: The etiology of exfoliation glaucoma (XFG) is poorly understood. We aimed to identify a prediagnostic plasma metabolomic signature associated with XFG. METHODS: We conducted a 1:1 matched case-control study nested within the Nurses’ Health Study and Health Professionals Follow-up Study. We collected blood samples in 1989–1990 (Nurses’ Health Study) and 1993–1995 (Health Professionals Follow-up Study). We identified 205 incident XFG cases through 2016 (average time to diagnosis from blood draw = 11.8 years) who self-reported glaucoma and were confirmed as XFG cases with medical records. We profiled plasma metabolites using liquid chromatography-mass spectrometry. We evaluated 379 known metabolites (transformed for normality using probit scores) using multiple conditional logistic models. Metabolite set enrichment analysis was used to identify metabolite classes associated with XFG. To adjust for multiple comparisons, we used number of effective tests (NEF) and the false discovery rate (FDR). RESULTS: Mean age of cases (n = 205) at diagnosis was 71 years; 85% were women and more than 99% were Caucasian; controls (n = 205) reported eye examinations as of the matched cases’ index date. Thirty-three metabolites were nominally significantly associated with XFG (P < 0.05), and 4 metabolite classes were FDR-significantly associated. We observed positive associations for lysophosphatidylcholines (FDR = 0.02) and phosphatidylethanolamine plasmalogens (FDR = 0.004) and inverse associations for triacylglycerols (FDR < 0.0001) and steroids (FDR = 0.03). In particular, the multivariable-adjusted odds ratio with each 1 standard deviation higher plasma cortisone levels was 0.49 (95% confidence interval, 0.32–0.74; NEF = 0.05). CONCLUSIONS: In plasma from a decade before diagnosis, lysophosphatidylcholines and phosphatidylethanolamine plasmalogens were positively associated and triacylglycerols and steroids (e.g., cortisone) were inversely associated with XFG risk. The Association for Research in Vision and Ophthalmology 2022-08-11 /pmc/articles/PMC9386645/ /pubmed/35951322 http://dx.doi.org/10.1167/iovs.63.9.15 Text en Copyright 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License. |
spellingShingle | Glaucoma Kang, Jae H. Zeleznik, Oana Frueh, Lisa Lasky-Su, Jessica Eliassen, A. Heather Clish, Clary Rosner, Bernard A. Pasquale, Louis R. Wiggs, Janey L. Prediagnostic Plasma Metabolomics and the Risk of Exfoliation Glaucoma |
title | Prediagnostic Plasma Metabolomics and the Risk of Exfoliation Glaucoma |
title_full | Prediagnostic Plasma Metabolomics and the Risk of Exfoliation Glaucoma |
title_fullStr | Prediagnostic Plasma Metabolomics and the Risk of Exfoliation Glaucoma |
title_full_unstemmed | Prediagnostic Plasma Metabolomics and the Risk of Exfoliation Glaucoma |
title_short | Prediagnostic Plasma Metabolomics and the Risk of Exfoliation Glaucoma |
title_sort | prediagnostic plasma metabolomics and the risk of exfoliation glaucoma |
topic | Glaucoma |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9386645/ https://www.ncbi.nlm.nih.gov/pubmed/35951322 http://dx.doi.org/10.1167/iovs.63.9.15 |
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