Polygenic Risk Scores Across Genomic Platforms for Reliable Breast Cancer Risk Stratification

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Polygenic Risk Scores Across Genomic Platforms for Reliable Breast Cancer Risk Stratification

Authors

Ho, P. J.; Khng, A. J.; Tan, J. H. J.; Goy, P.-A. V.; Kamila, K. A.; Li, Z.; Ho, W. K.; Tan, I. B. H.; Chong, D. Q.; Lo, E.; Goh, L. L.; Wee, H. L.; Hartman, M.; Dorajoo, R.; Bertin, N.; Li, J.

Abstract

Purpose We evaluated differences in a 313-variant breast cancer polygenic risk score (PRS313) across genomic platforms and their impact on risk stratification. Methods We compared PRS313 derived from genotyping arrays (Global Screening Array [GSA], OncoArray-500K [OncoArray], Global Diversity Array [GDA], custom Axiom_PrecipV1 array [ThermoFisher]) and low-coverage genome sequencing (lc-WGS) in 2 cell lines and 92 individuals. Probes were designed for all variants on ThermoFisher (success rate: 259/313). Sanger sequencing was performed to profile indels. Concordance of high-risk classification (PRSscore>0.6) across platforms was assessed using Kappa statistics. Results PRS313-lc-WGS was identical in the 4 cell line repeats. In saliva samples, indel concordance with Sanger sequencing varied widely (Kappa: 0.007-1.000). PRS313-ThermoFisher was predictable from other platforms using linear models, despite systematic differences. Greater agreement was observed between arrays with high imputation overlap (e.g., GDA~GSA slope=0.986). Pre-calibration agreement in high-risk classification was moderate (Fleiss Kappa=0.552) and improved post-calibration (Kappa=0.650). Arrays with similar designs showed higher pre-calibration agreement (Kappa=0.745). Calibration narrowed high-risk proportions from 4-45% to 15-21%-28% were high-risk by any platform, while 8% were high-risk across all five. Conclusion Platform-specific biases affect PRS interpretation. Calibration enhances consistency in identifying high-risk individuals.

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