Genetic causal association between metabolic syndrome and idiopathic pulmonary fibrosis: A 2-sample Mendelian randomization

Prior epidemiological investigations have indicated a linkage between metabolic syndrome (MetS) and idiopathic pulmonary fibrosis (IPF). The objective of the present research was to elucidate the inherited causal relationship of MetS with IPF. A 2-sample Mendelian randomization (MR) design was adopted to assess the genetic cause-effect link between MetS and IPF. Multiple analytical strategies, such as inverse-variance weighted (IVW), MR-Egger, weighted median, and weighted mode, were implemented. Outlier evaluation was carried out through a leave-one-out analysis. MR-PRESSO and the MR-Egger intercept test were undertaken to reduce the influence of horizontal pleiotropy. Heterogeneity was appraised using Cochran's Q statistic. IVW analysis suggested a potential causal association between waist circumference and IPF (odds ratio: 1.0016, 95% confidence interval: 1.0006-1.0025, P = .001), although this association was not consistently observed in other MR models. By contrast, high-density lipoprotein cholesterol showed a more consistent positive association with IPF, supported by IVW, MR-Egger, and weighted mode analyses (odds ratio: 1.0006, 95% confidence interval: 1.0001-1.0012, P = .033) The heterogeneity test results indicated that our IVW analysis findings exhibited minimal presence of heterogeneity (P > .05). The results of the pleiotropy test showed that there was no pleiotropy in our results (P > .05). No genetic causal association was found for MetS as a whole, essential hypertension, fasting blood glucose, or triglycerides with IPF. This study indicates a potential causal link between metabolic traits such as waist circumference and high-density lipoprotein cholesterol with IPF. Future clinical research is warranted to further confirm these associations and to clarify their relevance in IPF prevention and treatment.

Authors

Institutions

Publication Details

Journal
Medicine
Published
2025-11-14
DOI
https://doi.org/10.1097/md.0000000000045826
Primary Topic
Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Genetic causal association between metabolic syndrome and idiopathic pulmonary fibrosis: A 2-sample Mendelian randomization

Xuemei Kuang, Jianmei Wu, Wei Chen, Qing Liu et al.
Medicine
Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
article

Genetic causal association between metabolic syndrome and idiopathic pulmonary fibrosis: A 2-sample Mendelian randomization

Xuemei Kuang, Jianmei Wu, Wei Chen, Qing Liu, Qin Luo, Jianhua Tan
article en

Abstract

Prior epidemiological investigations have indicated a linkage between metabolic syndrome (MetS) and idiopathic pulmonary fibrosis (IPF). The objective of the present research was to elucidate the inherited causal relationship of MetS with IPF. A 2-sample Mendelian randomization (MR) design was adopted to assess the genetic cause-effect link between MetS and IPF. Multiple analytical strategies, such as inverse-variance weighted (IVW), MR-Egger, weighted median, and weighted mode, were implemented. Outlier evaluation was carried out through a leave-one-out analysis. MR-PRESSO and the MR-Egger intercept test were undertaken to reduce the influence of horizontal pleiotropy. Heterogeneity was appraised using Cochran's Q statistic. IVW analysis suggested a potential causal association between waist circumference and IPF (odds ratio: 1.0016, 95% confidence interval: 1.0006-1.0025, P = .001), although this association was not consistently observed in other MR models. By contrast, high-density lipoprotein cholesterol showed a more consistent positive association with IPF, supported by IVW, MR-Egger, and weighted mode analyses (odds ratio: 1.0006, 95% confidence interval: 1.0001-1.0012, P = .033) The heterogeneity test results indicated that our IVW analysis findings exhibited minimal presence of heterogeneity (P > .05). The results of the pleiotropy test showed that there was no pleiotropy in our results (P > .05). No genetic causal association was found for MetS as a whole, essential hypertension, fasting blood glucose, or triglycerides with IPF. This study indicates a potential causal link between metabolic traits such as waist circumference and high-density lipoprotein cholesterol with IPF. Future clinical research is warranted to further confirm these associations and to clarify their relevance in IPF prevention and treatment.

MedicineVol. 104(46)
University of South China (CN)
Openalex Percentile: Top 51%
Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.