Dissecting the association of autophagy-related genes with cardiovascular diseases and intermediate vascular traits: A population-based approach.

Autophagy is involved in cellular homeostasis and maintenance and may play a role in cardiometabolic health. We aimed to elucidate the role of autophagy in cardiometabolic traits by investigating genetic variants and DNA methylation in autophagy-related genes in relation to cardiovascular diseases a...

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Main Authors: Eliana Portilla-Fernandez, Mohsen Ghanbari, Joyce B J van Meurs, A H Jan Danser, Oscar H Franco, Taulant Muka, Anton Roks, Abbas Dehghan
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0214137
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spelling doaj-e7169e571bf24596a37b0b9d3910149c2021-03-03T20:47:45ZengPublic Library of Science (PLoS)PLoS ONE1932-62032019-01-01143e021413710.1371/journal.pone.0214137Dissecting the association of autophagy-related genes with cardiovascular diseases and intermediate vascular traits: A population-based approach.Eliana Portilla-FernandezMohsen GhanbariJoyce B J van MeursA H Jan DanserOscar H FrancoTaulant MukaAnton RoksAbbas DehghanAutophagy is involved in cellular homeostasis and maintenance and may play a role in cardiometabolic health. We aimed to elucidate the role of autophagy in cardiometabolic traits by investigating genetic variants and DNA methylation in autophagy-related genes in relation to cardiovascular diseases and related traits. To address this research question, we implemented a multidirectional approach using several molecular epidemiology tools, including genetic association analysis with genome wide association studies data and exome sequencing data and differential DNA methylation analysis. We investigated the 21 autophagy-related genes in relation to coronary artery disease and a number of cardiometabolic traits (blood lipids, blood pressure, glycemic traits, type 2 diabetes). We used data from the largest genome wide association studies as well as DNA methylation and exome sequencing data from the Rotterdam Study. Single-nucleotide polymorphism rs110389913 in AMBRA1 (p-value = 4.9×10-18) was associated with blood proinsulin levels, whereas rs6587988 in ATG4C and rs10439163 in ATG4D with lipid traits (ATG4C: p-value = 2.5×10-15 for total cholesterol and p-value = 3.1×10-18 for triglycerides, ATG4D: p-value = 9.9×10-12 for LDL and p-value = 1.3×10-10 for total cholesterol). Moreover, rs7635838 in ATG7 was associated with HDL (p-value = 1.9×10-9). Rs2447607 located in ATG7 showed association with systolic blood pressure and pulse pressure. Rs2424994 in MAP1LC3A was associated with coronary artery disease (p-value = 5.8×10-6). Furthermore, we identified association of an exonic variant located in ATG3 with diastolic blood pressure (p-value = 6.75×10-6). Using DNA methylation data, two CpGs located in ULK1 (p-values = 4.5×10-7 and 1×10-6) and two located in ATG4B (2×10-13 and 1.48×10-7) were significantly associated with both systolic and diastolic blood pressure. In addition one CpG in ATG4D was associated with HDL (p-value = 3.21×10-5). Our findings provide support for the role of autophagy in glucose and lipid metabolism, as well as blood pressure regulation.https://doi.org/10.1371/journal.pone.0214137
collection DOAJ
language English
format Article
sources DOAJ
author Eliana Portilla-Fernandez
Mohsen Ghanbari
Joyce B J van Meurs
A H Jan Danser
Oscar H Franco
Taulant Muka
Anton Roks
Abbas Dehghan
spellingShingle Eliana Portilla-Fernandez
Mohsen Ghanbari
Joyce B J van Meurs
A H Jan Danser
Oscar H Franco
Taulant Muka
Anton Roks
Abbas Dehghan
Dissecting the association of autophagy-related genes with cardiovascular diseases and intermediate vascular traits: A population-based approach.
PLoS ONE
author_facet Eliana Portilla-Fernandez
Mohsen Ghanbari
Joyce B J van Meurs
A H Jan Danser
Oscar H Franco
Taulant Muka
Anton Roks
Abbas Dehghan
author_sort Eliana Portilla-Fernandez
title Dissecting the association of autophagy-related genes with cardiovascular diseases and intermediate vascular traits: A population-based approach.
title_short Dissecting the association of autophagy-related genes with cardiovascular diseases and intermediate vascular traits: A population-based approach.
title_full Dissecting the association of autophagy-related genes with cardiovascular diseases and intermediate vascular traits: A population-based approach.
title_fullStr Dissecting the association of autophagy-related genes with cardiovascular diseases and intermediate vascular traits: A population-based approach.
title_full_unstemmed Dissecting the association of autophagy-related genes with cardiovascular diseases and intermediate vascular traits: A population-based approach.
title_sort dissecting the association of autophagy-related genes with cardiovascular diseases and intermediate vascular traits: a population-based approach.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2019-01-01
description Autophagy is involved in cellular homeostasis and maintenance and may play a role in cardiometabolic health. We aimed to elucidate the role of autophagy in cardiometabolic traits by investigating genetic variants and DNA methylation in autophagy-related genes in relation to cardiovascular diseases and related traits. To address this research question, we implemented a multidirectional approach using several molecular epidemiology tools, including genetic association analysis with genome wide association studies data and exome sequencing data and differential DNA methylation analysis. We investigated the 21 autophagy-related genes in relation to coronary artery disease and a number of cardiometabolic traits (blood lipids, blood pressure, glycemic traits, type 2 diabetes). We used data from the largest genome wide association studies as well as DNA methylation and exome sequencing data from the Rotterdam Study. Single-nucleotide polymorphism rs110389913 in AMBRA1 (p-value = 4.9×10-18) was associated with blood proinsulin levels, whereas rs6587988 in ATG4C and rs10439163 in ATG4D with lipid traits (ATG4C: p-value = 2.5×10-15 for total cholesterol and p-value = 3.1×10-18 for triglycerides, ATG4D: p-value = 9.9×10-12 for LDL and p-value = 1.3×10-10 for total cholesterol). Moreover, rs7635838 in ATG7 was associated with HDL (p-value = 1.9×10-9). Rs2447607 located in ATG7 showed association with systolic blood pressure and pulse pressure. Rs2424994 in MAP1LC3A was associated with coronary artery disease (p-value = 5.8×10-6). Furthermore, we identified association of an exonic variant located in ATG3 with diastolic blood pressure (p-value = 6.75×10-6). Using DNA methylation data, two CpGs located in ULK1 (p-values = 4.5×10-7 and 1×10-6) and two located in ATG4B (2×10-13 and 1.48×10-7) were significantly associated with both systolic and diastolic blood pressure. In addition one CpG in ATG4D was associated with HDL (p-value = 3.21×10-5). Our findings provide support for the role of autophagy in glucose and lipid metabolism, as well as blood pressure regulation.
url https://doi.org/10.1371/journal.pone.0214137
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