Fat metabolism is associated with telomere length in six population-based studies
Fat metabolism is associated with telomere length in six population-based studies
Telomeres are repetitive DNA sequences located at the end of chromosomes, which are associated to biological aging, cardiovascular disease, cancer and mortality. Lipid and fatty acid metabolism have been associated with telomere shortening. We have conducted an in-depth study investigating the association of metabolic biomarkers with telomere length (LTL). We performed an association analysis of 226 metabolic biomarkers with LTL using data from 11 775 individuals from six independent population-based cohorts (BBMRI-NL consortium). Metabolic biomarkers include lipoprotein lipids and subclasses, fatty acids, amino acids, glycolysis measures and ketone bodies. LTL was measured by quantitative polymerase chain reaction or FlowFISH. Linear regression analysis was performed adjusting for age, sex, lipid-lowering medication and cohort-specific covariates (model 1) and additionally for body mass index (BMI) and smoking (model 2), followed by inverse variance-weighted meta-analyses (significance threshold Pmeta = 6.5 × 10-4). We identified four metabolic biomarkers positively associated with LTL, including two cholesterol to lipid ratios in small VLDL (S-VLDL-C % and S-VLDL-CE %) and two omega-6 fatty acid ratios (FAw6/FA and LA/FA). After additionally adjusting for BMI and smoking, these metabolic biomarkers remained associated with LTL with similar effect estimates. In addition, cholesterol esters in very small VLDL (XS-VLDL-CE) became significantly associated with LTL (P = 3.6 × 10-4). We replicated the association of FAw6/FA with LTL in an independent dataset of 7845 individuals (P = 1.9 × 10-4). To conclude, we identified multiple metabolic biomarkers involved in lipid and fatty acid metabolism that may be involved in LTL biology. Longitudinal studies are needed to exclude reversed causation.
Biomarkers/metabolism, Cross-Sectional Studies, Fatty Acids/metabolism, Humans, Leukocytes/metabolism, Lipids, Telomere/genetics, Telomere Shortening
1159-1170
van der Spek, Ashley
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Karamujić-Čomić, Hata
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Pool, René
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Bot, Mariska
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Beekman, Marian
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Garmaeva, Sanzhima
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Arp, Pascal P
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Henkelman, Sandra
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Liu, Jun
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Alves, Alexessander Couto
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Willemsen, Gonneke
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van Grootheest, Gerard
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Aubert, Geraldine
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Ikram, M Arfan
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Jarvelin, Marjo-Riitta
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Lansdorp, Peter
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Uitterlinden, André G
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Zhernakova, Alexandra
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Slagboom, P Eline
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Penninx, Brenda W J H
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Boomsma, Dorret I
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Amin, Najaf
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van Duijn, Cornelia M
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BBMRI Metabolomics Consortium
April 2022
van der Spek, Ashley
a74c491b-4097-443e-91a0-1357d1cce94c
Karamujić-Čomić, Hata
9760d24a-6905-4b5e-bf64-1abf8b21e48b
Pool, René
98faaa03-36f8-4918-af4a-871748d81156
Bot, Mariska
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Beekman, Marian
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Garmaeva, Sanzhima
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Arp, Pascal P
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Henkelman, Sandra
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Liu, Jun
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Alves, Alexessander Couto
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Willemsen, Gonneke
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van Grootheest, Gerard
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Aubert, Geraldine
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Ikram, M Arfan
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Jarvelin, Marjo-Riitta
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Lansdorp, Peter
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Uitterlinden, André G
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Zhernakova, Alexandra
262b2b6f-fb11-4ba2-9183-c995ade6782f
Slagboom, P Eline
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Penninx, Brenda W J H
27689696-5542-4099-a00a-db04c2e64026
Boomsma, Dorret I
927599c7-a52e-4c3e-9179-12b09d916801
Amin, Najaf
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van Duijn, Cornelia M
1de73c09-d6f0-4e2e-ad43-dd5d99d7eecb
van der Spek, Ashley, Karamujić-Čomić, Hata, Pool, René, Bot, Mariska, Beekman, Marian, Garmaeva, Sanzhima, Arp, Pascal P, Henkelman, Sandra, Liu, Jun, Alves, Alexessander Couto, Willemsen, Gonneke, van Grootheest, Gerard, Aubert, Geraldine, Ikram, M Arfan, Jarvelin, Marjo-Riitta, Lansdorp, Peter, Uitterlinden, André G, Zhernakova, Alexandra, Slagboom, P Eline, Penninx, Brenda W J H, Boomsma, Dorret I, Amin, Najaf and van Duijn, Cornelia M
,
BBMRI Metabolomics Consortium
(2022)
Fat metabolism is associated with telomere length in six population-based studies.
Human Molecular Genetics, 31 (7), .
(doi:10.1093/hmg/ddab281).
Abstract
Telomeres are repetitive DNA sequences located at the end of chromosomes, which are associated to biological aging, cardiovascular disease, cancer and mortality. Lipid and fatty acid metabolism have been associated with telomere shortening. We have conducted an in-depth study investigating the association of metabolic biomarkers with telomere length (LTL). We performed an association analysis of 226 metabolic biomarkers with LTL using data from 11 775 individuals from six independent population-based cohorts (BBMRI-NL consortium). Metabolic biomarkers include lipoprotein lipids and subclasses, fatty acids, amino acids, glycolysis measures and ketone bodies. LTL was measured by quantitative polymerase chain reaction or FlowFISH. Linear regression analysis was performed adjusting for age, sex, lipid-lowering medication and cohort-specific covariates (model 1) and additionally for body mass index (BMI) and smoking (model 2), followed by inverse variance-weighted meta-analyses (significance threshold Pmeta = 6.5 × 10-4). We identified four metabolic biomarkers positively associated with LTL, including two cholesterol to lipid ratios in small VLDL (S-VLDL-C % and S-VLDL-CE %) and two omega-6 fatty acid ratios (FAw6/FA and LA/FA). After additionally adjusting for BMI and smoking, these metabolic biomarkers remained associated with LTL with similar effect estimates. In addition, cholesterol esters in very small VLDL (XS-VLDL-CE) became significantly associated with LTL (P = 3.6 × 10-4). We replicated the association of FAw6/FA with LTL in an independent dataset of 7845 individuals (P = 1.9 × 10-4). To conclude, we identified multiple metabolic biomarkers involved in lipid and fatty acid metabolism that may be involved in LTL biology. Longitudinal studies are needed to exclude reversed causation.
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e-pub ahead of print date: 24 October 2021
Published date: April 2022
Additional Information:
© The Author(s) 2021. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.
Keywords:
Biomarkers/metabolism, Cross-Sectional Studies, Fatty Acids/metabolism, Humans, Leukocytes/metabolism, Lipids, Telomere/genetics, Telomere Shortening
Identifiers
Local EPrints ID: 507728
URI: http://eprints.soton.ac.uk/id/eprint/507728
ISSN: 0964-6906
PURE UUID: e0d1e55b-e6ee-4e6c-86e9-144973073ee7
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Date deposited: 19 Dec 2025 18:14
Last modified: 20 Dec 2025 03:53
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Contributors
Author:
Ashley van der Spek
Author:
Hata Karamujić-Čomić
Author:
René Pool
Author:
Mariska Bot
Author:
Marian Beekman
Author:
Sanzhima Garmaeva
Author:
Pascal P Arp
Author:
Sandra Henkelman
Author:
Jun Liu
Author:
Alexessander Couto Alves
Author:
Gonneke Willemsen
Author:
Gerard van Grootheest
Author:
Geraldine Aubert
Author:
M Arfan Ikram
Author:
Marjo-Riitta Jarvelin
Author:
Peter Lansdorp
Author:
André G Uitterlinden
Author:
Alexandra Zhernakova
Author:
P Eline Slagboom
Author:
Brenda W J H Penninx
Author:
Dorret I Boomsma
Author:
Najaf Amin
Author:
Cornelia M van Duijn
Corporate Author: BBMRI Metabolomics Consortium
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