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Human Plasma Metabolomics in Age-Related Macular Degeneration: Meta-Analysis of Two Cohorts

The pathogenesis of age-related macular degeneration (AMD), a leading cause of blindness worldwide, remains only partially understood. This has led to the current lack of accessible and reliable biofluid biomarkers for diagnosis and prognosis, and absence of treatments for dry AMD. This study aimed...

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Autores principales: Laíns, Inês, Chung, Wonil, Kelly, Rachel S., Gil, João, Marques, Marco, Barreto, Patrícia, Murta, Joaquim N., Kim, Ivana K., Vavvas, Demetrios G., Miller, John B., Silva, Rufino, Lasky-Su, Jessica, Liang, Liming, Miller, Joan W., Husain, Deeba
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6680405/
https://www.ncbi.nlm.nih.gov/pubmed/31269701
http://dx.doi.org/10.3390/metabo9070127
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author Laíns, Inês
Chung, Wonil
Kelly, Rachel S.
Gil, João
Marques, Marco
Barreto, Patrícia
Murta, Joaquim N.
Kim, Ivana K.
Vavvas, Demetrios G.
Miller, John B.
Silva, Rufino
Lasky-Su, Jessica
Liang, Liming
Miller, Joan W.
Husain, Deeba
author_facet Laíns, Inês
Chung, Wonil
Kelly, Rachel S.
Gil, João
Marques, Marco
Barreto, Patrícia
Murta, Joaquim N.
Kim, Ivana K.
Vavvas, Demetrios G.
Miller, John B.
Silva, Rufino
Lasky-Su, Jessica
Liang, Liming
Miller, Joan W.
Husain, Deeba
author_sort Laíns, Inês
collection PubMed
description The pathogenesis of age-related macular degeneration (AMD), a leading cause of blindness worldwide, remains only partially understood. This has led to the current lack of accessible and reliable biofluid biomarkers for diagnosis and prognosis, and absence of treatments for dry AMD. This study aimed to assess the plasma metabolomic profiles of AMD and its severity stages with the ultimate goal of contributing to addressing these needs. We recruited two cohorts: Boston, United States (n = 196) and Coimbra, Portugal (n = 295). Fasting blood samples were analyzed using ultra-high performance liquid chromatography mass spectrometry. For each cohort, we compared plasma metabolites of AMD patients versus controls (logistic regression), and across disease stages (permutation-based cumulative logistic regression considering both eyes). Meta-analyses were then used to combine results from the two cohorts. Our results revealed that 28 metabolites differed significantly between AMD patients versus controls (false discovery rate (FDR) q-value: 4.1 × 10(−2)–1.8 × 10(−5)), and 67 across disease stages (FDR q-value: 4.5 × 10(−2)–1.7 × 10(−4)). Pathway analysis showed significant enrichment of glycerophospholipid, purine, taurine and hypotaurine, and nitrogen metabolism (p-value ≤ 0.04). In conclusion, our findings support that AMD patients present distinct plasma metabolomic profiles, which vary with disease severity. This work contributes to the understanding of AMD pathophysiology, and can be the basis of future biomarkers and precision medicine for this blinding condition.
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spelling pubmed-66804052019-08-09 Human Plasma Metabolomics in Age-Related Macular Degeneration: Meta-Analysis of Two Cohorts Laíns, Inês Chung, Wonil Kelly, Rachel S. Gil, João Marques, Marco Barreto, Patrícia Murta, Joaquim N. Kim, Ivana K. Vavvas, Demetrios G. Miller, John B. Silva, Rufino Lasky-Su, Jessica Liang, Liming Miller, Joan W. Husain, Deeba Metabolites Article The pathogenesis of age-related macular degeneration (AMD), a leading cause of blindness worldwide, remains only partially understood. This has led to the current lack of accessible and reliable biofluid biomarkers for diagnosis and prognosis, and absence of treatments for dry AMD. This study aimed to assess the plasma metabolomic profiles of AMD and its severity stages with the ultimate goal of contributing to addressing these needs. We recruited two cohorts: Boston, United States (n = 196) and Coimbra, Portugal (n = 295). Fasting blood samples were analyzed using ultra-high performance liquid chromatography mass spectrometry. For each cohort, we compared plasma metabolites of AMD patients versus controls (logistic regression), and across disease stages (permutation-based cumulative logistic regression considering both eyes). Meta-analyses were then used to combine results from the two cohorts. Our results revealed that 28 metabolites differed significantly between AMD patients versus controls (false discovery rate (FDR) q-value: 4.1 × 10(−2)–1.8 × 10(−5)), and 67 across disease stages (FDR q-value: 4.5 × 10(−2)–1.7 × 10(−4)). Pathway analysis showed significant enrichment of glycerophospholipid, purine, taurine and hypotaurine, and nitrogen metabolism (p-value ≤ 0.04). In conclusion, our findings support that AMD patients present distinct plasma metabolomic profiles, which vary with disease severity. This work contributes to the understanding of AMD pathophysiology, and can be the basis of future biomarkers and precision medicine for this blinding condition. MDPI 2019-07-02 /pmc/articles/PMC6680405/ /pubmed/31269701 http://dx.doi.org/10.3390/metabo9070127 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Laíns, Inês
Chung, Wonil
Kelly, Rachel S.
Gil, João
Marques, Marco
Barreto, Patrícia
Murta, Joaquim N.
Kim, Ivana K.
Vavvas, Demetrios G.
Miller, John B.
Silva, Rufino
Lasky-Su, Jessica
Liang, Liming
Miller, Joan W.
Husain, Deeba
Human Plasma Metabolomics in Age-Related Macular Degeneration: Meta-Analysis of Two Cohorts
title Human Plasma Metabolomics in Age-Related Macular Degeneration: Meta-Analysis of Two Cohorts
title_full Human Plasma Metabolomics in Age-Related Macular Degeneration: Meta-Analysis of Two Cohorts
title_fullStr Human Plasma Metabolomics in Age-Related Macular Degeneration: Meta-Analysis of Two Cohorts
title_full_unstemmed Human Plasma Metabolomics in Age-Related Macular Degeneration: Meta-Analysis of Two Cohorts
title_short Human Plasma Metabolomics in Age-Related Macular Degeneration: Meta-Analysis of Two Cohorts
title_sort human plasma metabolomics in age-related macular degeneration: meta-analysis of two cohorts
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6680405/
https://www.ncbi.nlm.nih.gov/pubmed/31269701
http://dx.doi.org/10.3390/metabo9070127
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