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An 8-SNP LDL Cholesterol Polygenic Score: Associations with Cardiovascular Risk Traits, Familial Hypercholesterolemia
Ion Bogdan Mănescu1, Manuela Rozalia Gabor2,3, George Valeriu Moldovan4
1Department of Laboratory Medicine, Faculty of Medicine, George Emil Palade University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania.
Insights
A new polygenic risk score effectively predicts high LDL cholesterol and identifies individuals with familial hypercholesterolemia (FH), aiding in early coronary heart disease risk assessment.
Area of Science:
- Genetics
- Cardiology
- Public Health
Background:
- Familial hypercholesterolemia (FH) is a primary genetic risk factor for coronary heart disease (CHD).
- Current FH management often overlooks polygenic FH, which is more prevalent than monogenic forms.
- Accurate risk stratification for polygenic FH is crucial for effective CHD prevention.
Purpose of the Study:
- To evaluate the clinical utility of an 8-SNP LDLC polygenic score in a Romanian cohort.
- To assess the association of the polygenic risk score (wPRS) with lipid levels, BMI, and premature CHD (PCHD) risk.
- To determine the score's effectiveness in identifying individuals with clinical FH.
Main Methods:
- Recruitment of 97 healthy controls and 125 PCHD patients in central Romania.
- Calculation of a weighted LDLC polygenic risk score (wPRS) based on 8 single nucleotide polymorphisms (SNPs).
- Statistical analysis of wPRS correlations with lipid profiles (LDL-C, HDL-C), DLCN scores, BMI, and PCHD status.
Main Results:
- The wPRS significantly correlated with LDL-C and DLCN scores, predicting LDL-C concentrations.
- Higher wPRS deciles were associated with increased LDL-C, DLCN scores, and BMI, and decreased HDL-C.
- Individuals in the top wPRS percentile showed a threefold increased likelihood of PCHD; wPRS > 45th percentile identified definite FH with high sensitivity.
Conclusions:
- The LDLC polygenic score is a valuable tool for predicting lipid levels and identifying individuals at higher risk for FH and PCHD.
- This genetic score can enhance risk prediction and patient stratification, particularly for polygenic FH.
- These findings represent the first validation of such a genetic tool in Romania, supporting its potential clinical application.
Abstract:
Familial hypercholesterolemia (FH) is the most significant inherited risk factor for coronary heart disease (CHD). Current guidelines focus on monogenic FH, but the polygenic form is more common and less understood. This study aimed to assess the clinical utility of an 8-SNP LDLC polygenic score in a central Romanian cohort. The cohort included 97 healthy controls and 125 patients with premature (P)CHD. The weighted LDLC polygenic risk score (wPRS) was analyzed for associations with relevant phenotypic traits, PCHD risk, and clinical FH diagnosis. The wPRS positively correlated with LDLC and DLCN scores, and LDLC concentrations could be predicted by wPRS. A trend of increasing LDLC and DLCN scores with wPRS deciles was observed. A +1 SD increase in wPRS was associated with a 36% higher likelihood of having LDLC > 190 mg/dL and increases in LDLC (+0.20 SD), DLCN score (+0.16 SD), and BMI (+0.15 SD), as well as a decrease in HDLC (-0.14 SD). Although wPRS did not predict PCHD across the entire spectrum of values, individuals above the 90th percentile were three times more likely to have PCHD compared to those within the 10th or 20th percentiles. Additionally, wPRS > 45th percentile identified "definite" clinical FH (DLCN score > 8) with 100% sensitivity and 45% specificity. The LDLC polygenic score correlates with key phenotypic traits, and individuals with high scores are more likely to have PCHD. Implementing this genetic tool may enhance risk prediction and patient stratification. These findings, the first of their kind in Romania, are consistent with the existing literature.
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