Exploring the causal pathways and mediating effects of sociopsychological factors on chronic coronary syndrome: A Mendelian randomization study

This study sought to explore the causal pathways and mediating effects of sociopsychosocial factors on chronic coronary artery syndrome (CCS) from a genetic variation perspective. The Mendelian randomization approach was used to investigate the causal effects of sociopsychological factors (including anxiety, depression, constipation, diarrhea, nausea and vomiting, social deprivation, and family income) on chronic coronary syndrome. For the analysis, the TwoSampleMR, MR-PRESSO, multivariable Mendelian randomization (MVMR), and forestploter packages in R software were employed. The inverse variance weighting method was the primary approach for evaluation of the causal estimates. Anxiety, depression and diarrhea exhibit significant positive causal associations with CCS (P = .022, P = .001, P = .000). Household income demonstrated a significant negative causal relationship with CCS (P = .014). Furthermore, even after adjusting for anxiety, depression remained significantly and positively associated with CCS (P = .028). The mediators implicated in these causal pathways encompass TNF-related apoptosis-inducing ligand (TRAIL), low density lipoprotein (LDL), triglycerides (TG), and smoking initiation. A total of 8 significant mediation pathways were identified involving sociopsychosocial factors, mediator variables, and CCS (proportion of mediating effects): anxiety → smoking initiation → CCS (10.26%), anxiety → TRAIL → CCS (6.67%), anxiety → LDL → CCS (35.86%), major depressive disorder (MDD) → TRAIL → CCS (7.38%), MDD → LDL → CCS (34.20%), family income → smoking initiation → CCS (12.83%), family income → LDL → CCS (20.99%), and family income → TG → CCS (20.64%). Anxiety, depression, and diarrhea were linked to an increased risk of CCS, while higher family income was associated with a lower risk. These factors also showed indirect effects on CCS through smoking behavior, inflammation, and blood lipid levels, offering a theoretical basis for future clinical research.

Authors

Institutions

Publication Details

Journal
Medicine
Published
2025-11-28
DOI
https://doi.org/10.1097/md.0000000000045971
Primary Topic
Genetic Associations and Epidemiology
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Exploring the causal pathways and mediating effects of sociopsychological factors on chronic coronary syndrome: A Mendelian randomization study

Xiaotong Li, Chunhua Song, Xiaojing Guo, Yan Wang
Medicine
Genetic Associations and Epidemiology
article

Exploring the causal pathways and mediating effects of sociopsychological factors on chronic coronary syndrome: A Mendelian randomization study

Xiaotong Li, Chunhua Song, Xiaojing Guo, Yan Wang
article en

Abstract

This study sought to explore the causal pathways and mediating effects of sociopsychosocial factors on chronic coronary artery syndrome (CCS) from a genetic variation perspective. The Mendelian randomization approach was used to investigate the causal effects of sociopsychological factors (including anxiety, depression, constipation, diarrhea, nausea and vomiting, social deprivation, and family income) on chronic coronary syndrome. For the analysis, the TwoSampleMR, MR-PRESSO, multivariable Mendelian randomization (MVMR), and forestploter packages in R software were employed. The inverse variance weighting method was the primary approach for evaluation of the causal estimates. Anxiety, depression and diarrhea exhibit significant positive causal associations with CCS (P = .022, P = .001, P = .000). Household income demonstrated a significant negative causal relationship with CCS (P = .014). Furthermore, even after adjusting for anxiety, depression remained significantly and positively associated with CCS (P = .028). The mediators implicated in these causal pathways encompass TNF-related apoptosis-inducing ligand (TRAIL), low density lipoprotein (LDL), triglycerides (TG), and smoking initiation. A total of 8 significant mediation pathways were identified involving sociopsychosocial factors, mediator variables, and CCS (proportion of mediating effects): anxiety → smoking initiation → CCS (10.26%), anxiety → TRAIL → CCS (6.67%), anxiety → LDL → CCS (35.86%), major depressive disorder (MDD) → TRAIL → CCS (7.38%), MDD → LDL → CCS (34.20%), family income → smoking initiation → CCS (12.83%), family income → LDL → CCS (20.99%), and family income → TG → CCS (20.64%). Anxiety, depression, and diarrhea were linked to an increased risk of CCS, while higher family income was associated with a lower risk. These factors also showed indirect effects on CCS through smoking behavior, inflammation, and blood lipid levels, offering a theoretical basis for future clinical research.

MedicineVol. 104(48)
Harbin Medical University (CN), Heilongjiang University of Chinese Medicine (CN), Second Affiliated Hospital of Harbin Medical University (CN)
Openalex Percentile: Top 61%
Genetic Associations and Epidemiology
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.