Jeffrey Beck
Assistant Professor
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About
Jeffrey Beck is an Assistant Professor at the University of South Dakota, USA. His research focuses on polygenic risk scores, DNA methylation profiles, and genetic ancestry, with recent articles delving into the implications of these areas for healthcare and their relations to complex traits. His work also includes analysis of asthma and breast cancer, as well as the genetic correlations in birth weights.
Articles (8)
Year:
2025
Breast cancer (BC) is a complex disease affecting one in eight women in the USA. Advances in population genomics have led to the development of polygenic risk scores (PRSs) with the potential to augment current risk models, but replication is often limited. We evaluated 2 robust PRSs with 313 and 3820 SNPs and the effects of multiple genotype imputation replications in BC cases and control populations. Biological samples from BC cases and cancer-free controls were drawn from three European ancestry cohorts. Genotyping on the Illumina Global Screening Array was followed by stringent quality control measures and 20 genotype imputation replications. A total of 468 unrelated cases and 4337 controls were scored, revealing significant differences in mean PRS percentiles between cases and controls (p < 0.001) for both SNP sets (313-SNP PRS: 52.81 and 48.07; 3820-SNP PRS: 55.45 and 49.81), with receiver operating characteristic curve analysis showing area under the curve values of 0.596 and 0.603 for the 313-SNP and 3820-SNP PRS, respectively. PRS fluctuations (from ~2–3% up to 9%) emerged across imputation iterations. Our study robustly reaffirms the predictive capacity of PRSs for BC by replicating their performance in an independent BC population and showcases the need to average imputed scores for reliable outcomes.
Year:
2024
Year:
2023
Year:
2023
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2022
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2021
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2021
Year:
2021
Collaborators (10)
Margot van de Weijer
University of Amsterdam
Jouke-Jan Hottenga
University of Amsterdam
Veronika Odintsova
University of Amsterdam
Jenny van Dongen
University of Amsterdam
Kauko Heikkilä
University of Helsinki
Eco de Geus
University of Amsterdam
Mattthijs van der Zee
University of Amsterdam
Anu-Maria Loukola
University of Helsinki
Lannie Ligthart
University of Amsterdam
Toos van Beijsterveldt
University of Amsterdam
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