Evidence map›Paper›PMID 38475782›Full record

ArticleLipids in health and disease2024

Causal association of obesity with epigenetic aging and telomere length: a bidirectional mendelian randomization study.

Jixin Li, Wenru Wang, Zhenyu Yang, Linjie Qiu, Yan Ren, Dongling Wang, Meijie Li, Wenjie Li, Feng Gao, Jin Zhang

Open access · goldAbstract read
In one paragraph

Article in Lipids in health and disease, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
4.0field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

13 citing papers in PubMed, 17 citations in OpenAlex.

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  8. [Association between DNA methylation clock and obesity-related indicators: A longitudinal twin study].Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 2 institutions in 1 country.

Jixin Li *Chinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China.
Wenru Wang *Chinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China.
Zhenyu Yang *Heilongjiang University Of Chinese Medicine, Harbin, China.
Linjie QiuChinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China.
Yan RenChinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China.
Dongling WangChinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China.
Meijie LiChinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China.
Wenjie LiChinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China.
Feng GaoChinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China. xinxin11180818@163.com.
Jin ZhangChinese Academy of Traditional Chinese Medicine, Xiyuan Hospital, Beijing, China. zjmzy2000@hotmail.com.
Xiyuan Hospital · CNHeilongjiang University of Chinese Medicine · CN

Funding

Scientific and technological innovation project of China Academy of Chinese Medical Sciences C12021A03005
6 · The paper itself

Abstract

backgroundIn observational studies, there exists an association between obesity and epigenetic age as well as telomere length. However, varying and partially conflicting outcomes have notably arisen from distinct studies on this topic. In the present study, two-way Mendelian randomization was used to identify potential causal associations between obesity and epigenetic age and telomeres.

methodsA genome-wide association study was conducted using data from individuals of European ancestry to investigate bidirectional Mendelian randomization (MR) regarding the causal relationships between obesity, as indicated by three obesity indicators (body mass index or BMI, waist circumference adjusted for BMI or WCadjBMI, and waist-to-hip ratio adjusted for BMI or WHRadjBMI), and four epigenetic age measures (HannumAge, HorvathAge, GrimAge, PhenoAge), as well as telomere length. To assess these causal associations, various statistical methods were employed, including Inverse Variance Weighted (IVW), Weighted Median, MR Egger, Weighted Mode, and Simple Mode. To address the issue of multiple testing, we applied the Bonferroni correction. These methods were used to determine whether there is a causal link between obesity and epigenetic age, as well as telomere length, and to explore potential bidirectional relationships. Forest plots and scatter plots were generated to show causal associations between exposures and outcomes. For a comprehensive visualization of the results, leave-one-out sensitivity analysis plots, individual SNP-based forest plots for MR analysis, and funnel plots were included in the presentation of the results.

resultsA strong causal association was identified between obesity and accelerated HannumAge, GrimAge, PhenoAge and telomere length shrinkage. The causal relationship between WCadjBMI and PhenoAge acceleration (OR: 2.099, 95%CI: 1.248-3.531, p = 0.005) was the strongest among them. However, only the p-values for the causal associations of obesity with GrimAge, PhenoAge, and telomere length met the criteria after correction using the Bonferroni multiple test. In the reverse MR analysis, there were statistically significant causal associations between HorvathAge, PhenoAge and GrimAge and BMI, but these associations exhibited lower effect sizes, as indicated by their Odds Ratios (ORs). Notably, sensitivity analysis revealed the robustness of the study results.

conclusionsThe present findings reveal a causal relationship between obesity and the acceleration of epigenetic aging as well as the reduction of telomere length, offering valuable insights for further scientific investigations aimed at developing strategies to mitigate the aging process in humans.

Indexed as

Genome-Wide Association StudyMendelian Randomization AnalysisAgingEpigenesis, GeneticHumansObesityTelomereEpigenetic ageGenome-wide association studyMendelian randomizationObesityTelomere

Identifiers

PMID38475782
PMCPMC10935937
OpenAlexW4392716944

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.