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Validation of a prostate cancer polygenic risk score
Mary H Black1, Shuwei Li1, Holly LaDuca1
1Ambry Genetics, Aliso Viejo, California.
A polygenic risk score (PRS) using 72 single-nucleotide polymorphisms (SNPs) effectively predicts prostate cancer (PrCa) risk. This PRS can aid in clinical risk stratification for prostate cancer.
Area of Science:
- Genetics
- Oncology
- Epidemiology
Background:
- Genome-wide association studies have identified over 100 single-nucleotide polymorphisms (SNPs) linked to prostate cancer (PrCa).
- Polygenic risk scores (PRS) aggregate genotypes from these SNPs for cancer risk stratification.
- The study evaluated the utility of PRS in a large, multi-site prostate cancer cohort.
Purpose of the Study:
- To assess the contribution of a 72-SNP polygenic risk score (PRS) to prostate cancer (PrCa) risk.
- To validate the predictive performance of PRS in a large, multisite study population.
- To determine the potential of PRS for clinical risk assessment in prostate cancer.
Main Methods:
- A cohort of 1972 PrCa cases and 1919 controls was analyzed.
- Next-generation sequencing identified pathogenic variants in susceptibility genes and 72 validated PrCa-associated SNPs.
- A population-standardized PRS was constructed and its association with PrCa risk was tested using logistic regression, adjusted for age and family history.
Main Results:
- The PRS was significantly higher in PrCa cases compared to controls (P < .0001).
- Men in the highest quartile of PRS had nearly four times the odds of developing PrCa compared to the lowest quartile (OR = 3.98, P < .0001).
- The PRS demonstrated predictive performance consistent with prior literature (AUC = 0.64).
Conclusions:
- A 72-SNP PRS is a significant predictor of prostate cancer risk.
- The findings support the potential clinical utility of PRS for prostate cancer risk assessment.
- PRS may enhance the stratification of individuals at high risk for prostate cancer.
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