Cargando…

Systemic Metabolomics in a Framework of Genetics and Lifestyle in Age-Related Macular Degeneration

Insights into the pathogenesis of age-related macular degeneration (AMD), a leading cause of blindness, point towards a complex interplay of genetic and lifestyle factors triggering various systemic pathways. This study aimed to characterize metabolomic profiles for AMD and to evaluate their positio...

Descripción completa

Detalles Bibliográficos
Autores principales: Thee, Eric F., Acar, İlhan E., Colijn, Johanna M., Meester-Smoor, Magda A., Verzijden, Timo, Baart, Sara J., Jarboui, Mohamed A., Fauser, Sascha, Hoyng, Carel B., Ueffing, Marius, den Hollander, Anneke I., Klaver, Caroline C. W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10305219/
https://www.ncbi.nlm.nih.gov/pubmed/37367859
http://dx.doi.org/10.3390/metabo13060701
_version_ 1785065681694228480
author Thee, Eric F.
Acar, İlhan E.
Colijn, Johanna M.
Meester-Smoor, Magda A.
Verzijden, Timo
Baart, Sara J.
Jarboui, Mohamed A.
Fauser, Sascha
Hoyng, Carel B.
Ueffing, Marius
den Hollander, Anneke I.
Klaver, Caroline C. W.
author_facet Thee, Eric F.
Acar, İlhan E.
Colijn, Johanna M.
Meester-Smoor, Magda A.
Verzijden, Timo
Baart, Sara J.
Jarboui, Mohamed A.
Fauser, Sascha
Hoyng, Carel B.
Ueffing, Marius
den Hollander, Anneke I.
Klaver, Caroline C. W.
author_sort Thee, Eric F.
collection PubMed
description Insights into the pathogenesis of age-related macular degeneration (AMD), a leading cause of blindness, point towards a complex interplay of genetic and lifestyle factors triggering various systemic pathways. This study aimed to characterize metabolomic profiles for AMD and to evaluate their position in the trias with genetics and lifestyle. This study included 5923 individuals from five European studies. Blood metabolomics were assessed using a nuclear magnetic resonance platform of 146 metabolites. Associations were studied using regression analyses. A genetic risk score (GRS) was calculated using β-values of 49 AMD variants, a lifestyle risk score (LRS) using smoking and diet data, and a metabolite risk score (MRS) using metabolite values. We identified 61 metabolites associated with early-intermediate AMD, of which 94% were lipid-related, with higher levels of HDL-subparticles and apolipoprotein-A1, and lower levels of VLDL-subparticles, triglycerides, and fatty acids (false discovery rate (FDR) p-value < 1.4 × 10(−2)). Late AMD was associated with lower levels of the amino acids histidine, leucine, valine, tyrosine, and phenylalanine, and higher levels of the ketone bodies acetoacetate and 3-hydroxybutyrate (FDR p-value < 1.5 × 10(−3)). A favorable lifestyle characterized by a healthy diet was associated with higher levels of amino acids and lower levels of ketone bodies, while an unfavorable lifestyle, including smoking, showed opposite effects (FDR p-value < 2.7 × 10(−2)). The MRS mediated 5% of the effect of the GRS and 20% of that of the LRS on late AMD. Our findings show that metabolomic profiles differ between AMD stages and show that blood metabolites mostly reflect lifestyle. The severity-specific profiles spur further interest into the systemic effects related to disease conversion.
format Online
Article
Text
id pubmed-10305219
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-103052192023-06-29 Systemic Metabolomics in a Framework of Genetics and Lifestyle in Age-Related Macular Degeneration Thee, Eric F. Acar, İlhan E. Colijn, Johanna M. Meester-Smoor, Magda A. Verzijden, Timo Baart, Sara J. Jarboui, Mohamed A. Fauser, Sascha Hoyng, Carel B. Ueffing, Marius den Hollander, Anneke I. Klaver, Caroline C. W. Metabolites Article Insights into the pathogenesis of age-related macular degeneration (AMD), a leading cause of blindness, point towards a complex interplay of genetic and lifestyle factors triggering various systemic pathways. This study aimed to characterize metabolomic profiles for AMD and to evaluate their position in the trias with genetics and lifestyle. This study included 5923 individuals from five European studies. Blood metabolomics were assessed using a nuclear magnetic resonance platform of 146 metabolites. Associations were studied using regression analyses. A genetic risk score (GRS) was calculated using β-values of 49 AMD variants, a lifestyle risk score (LRS) using smoking and diet data, and a metabolite risk score (MRS) using metabolite values. We identified 61 metabolites associated with early-intermediate AMD, of which 94% were lipid-related, with higher levels of HDL-subparticles and apolipoprotein-A1, and lower levels of VLDL-subparticles, triglycerides, and fatty acids (false discovery rate (FDR) p-value < 1.4 × 10(−2)). Late AMD was associated with lower levels of the amino acids histidine, leucine, valine, tyrosine, and phenylalanine, and higher levels of the ketone bodies acetoacetate and 3-hydroxybutyrate (FDR p-value < 1.5 × 10(−3)). A favorable lifestyle characterized by a healthy diet was associated with higher levels of amino acids and lower levels of ketone bodies, while an unfavorable lifestyle, including smoking, showed opposite effects (FDR p-value < 2.7 × 10(−2)). The MRS mediated 5% of the effect of the GRS and 20% of that of the LRS on late AMD. Our findings show that metabolomic profiles differ between AMD stages and show that blood metabolites mostly reflect lifestyle. The severity-specific profiles spur further interest into the systemic effects related to disease conversion. MDPI 2023-05-27 /pmc/articles/PMC10305219/ /pubmed/37367859 http://dx.doi.org/10.3390/metabo13060701 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Thee, Eric F.
Acar, İlhan E.
Colijn, Johanna M.
Meester-Smoor, Magda A.
Verzijden, Timo
Baart, Sara J.
Jarboui, Mohamed A.
Fauser, Sascha
Hoyng, Carel B.
Ueffing, Marius
den Hollander, Anneke I.
Klaver, Caroline C. W.
Systemic Metabolomics in a Framework of Genetics and Lifestyle in Age-Related Macular Degeneration
title Systemic Metabolomics in a Framework of Genetics and Lifestyle in Age-Related Macular Degeneration
title_full Systemic Metabolomics in a Framework of Genetics and Lifestyle in Age-Related Macular Degeneration
title_fullStr Systemic Metabolomics in a Framework of Genetics and Lifestyle in Age-Related Macular Degeneration
title_full_unstemmed Systemic Metabolomics in a Framework of Genetics and Lifestyle in Age-Related Macular Degeneration
title_short Systemic Metabolomics in a Framework of Genetics and Lifestyle in Age-Related Macular Degeneration
title_sort systemic metabolomics in a framework of genetics and lifestyle in age-related macular degeneration
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10305219/
https://www.ncbi.nlm.nih.gov/pubmed/37367859
http://dx.doi.org/10.3390/metabo13060701
work_keys_str_mv AT theeericf systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration
AT acarilhane systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration
AT colijnjohannam systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration
AT meestersmoormagdaa systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration
AT verzijdentimo systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration
AT baartsaraj systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration
AT jarbouimohameda systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration
AT fausersascha systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration
AT hoyngcarelb systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration
AT ueffingmarius systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration
AT denhollanderannekei systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration
AT klavercarolinecw systemicmetabolomicsinaframeworkofgeneticsandlifestyleinagerelatedmaculardegeneration