Phenome-wide screening for traits causally associated with the risk of coronary artery disease
Majid Nikpay1, Sara Mohammadzadeh2
1Ruddy Canadian Cardiovascular Genetics Centre, University of Ottawa Heart Institute, Ottawa, ON, K1Y 4W7, Canada. mnikpay@ottawaheart.ca.
Insights
This study identified 46 risk factors for coronary artery disease (CAD), revealing lifestyle and central nervous system traits are key. Lower age of first sexual intercourse (AFS) emerged as an independent causal risk factor for CAD.
Area of Science:
- Genetics and Cardiovascular Epidemiology
- Complex Trait Genetics
- Human Phenomics
Background:
- Coronary artery disease (CAD) is a multifactorial condition with numerous identified risk factors.
- Understanding the complex interplay between genetic predispositions and diverse phenotypic traits is crucial for effective CAD risk assessment.
- Previous research has explored various risk factors, but a comprehensive phenome-wide search for causal associations with CAD is needed.
Purpose of the Study:
- To conduct a comprehensive phenome-wide search (PheWAS) for traits causally associated with the risk of coronary artery disease (CAD).
- To investigate genetic correlations and causal associations between diverse risk factors across different categories.
- To identify novel, independent causal risk factors for CAD and elucidate their mediating roles.
Main Methods:
- Employed Mendelian randomization and Polygenic risk score analyses in a large cohort of European ancestry (6194 CAD cases, 4287 controls).
- Performed a phenome-wide search (PheWAS) to identify traits causally linked to CAD risk.
- Utilized conditional analysis to dissect the influence of specific traits, such as age of first sexual intercourse (AFS).
Main Results:
- Identified 46 risk factors for CAD across cardiovascular, central nervous system (CNS), diabetes, lipid, immune, anthropometric, and lifestyle categories.
- Observed significant genetic correlations and causal links between risk factors from different categories, with thrombotic conditions showing the highest genetic relatedness to CAD.
- Lifestyle features, particularly those with CNS overlap, were prominent; higher cognition was linked to lower CAD risk via lifestyle and cardiometabolic factors, partly mediated by a higher age of first sexual intercourse (AFS).
- Lower AFS was identified as an independent causal risk factor for CAD, associated with adverse cardiometabolic profiles (e.g., higher fasting insulin, glucose, LDL, HbA1c; lower HDL) and increased risk of type 2 diabetes (T2D) and pulmonary embolism.
Conclusions:
- Coronary artery disease (CAD) arises from multiple, distinct yet genetically interrelated sources.
- Lower age of first sexual intercourse (AFS) is a newly identified independent causal risk factor for CAD.
- The findings highlight the complex genetic architecture of CAD and suggest AFS plays a role in mediating other risk factors, offering potential new avenues for prevention and intervention.
Abstract:
Using two independent approaches, Mendelian randomization and Polygenic risk score in a sample of 6194 CAD cases and 4287 controls of European ancestry, we did a comprehensive phenome-wide search (PheWAS) for traits that causally associated with the risk of CAD. We found 46 risk factors that represented diverse categories including cardiovascular, CNS (central nervous system), diabetes, lipids, immune, anthropometry, and life style features; moreover, we noted numerous evidences of genetic correlations and causal associations between risk factors from different categories. Among the identified risk factors, CAD showed highest genetic relatedness with thrombotic conditions. The most represented category was life style features (29%) with evidence of strong genetic overlap with CNS traits. Genetic variants associated with higher cognition were associated with life style characteristics and cardiometabolic features that lower the risk of CAD. Conditional analysis indicated this trend is in part attributed to higher age of first sexual intercourse (AFS) in those with higher cognition. Lower AFS was concordantly associated with higher risk of CAD in males, females, and the combined sample; furthermore, lower AFS was causally associated with several CAD-risk factors including, higher fasting insulin, fasting glucose, LDL, immature reticulocyte fraction, HbA1c levels, as well as, higher risk of T2D and pulmonary embolism but lower levels of HDL. These results indicate CAD is the outcome of several phenotypically distinct but genetically interrelated sources; moreover, we identified lower AFS as an independent causal risk factor of CAD and revealed its role in mediating the effect of other risk factors.
More Related Videos
Related Concept Videos
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT
Coronary Artery Disease I: Introduction
Coronary Artery Disease IV: Preventive Measures
Acute Coronary Syndrome III: Diagnostic Studies
Coronary Artery Disease II: Pathophysiology


