Jouke-Jan Hottenga
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Articles (11)
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.
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2024
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2023
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2023
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2022
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2022
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2022
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2022
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2022
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2022
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2021
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2021
Collaborators (31)
Abdel Abdellaoui
Assistant Professor
Academic Medical Center
Elsje van Bergen
University of Amsterdam
Eveline de Zeeuw
University of Amsterdam
René Pool
University of Amsterdam
Sebastian Lundström
Assistant Professor / Research Assistant
University of Gothenburg
Michael Neale
Professor
Virginia Commonwealth University
Z. Tamimy
University of Amsterdam
Kaili Rimfeld
Lecturer (Assistant Professor) in Psychology
Royal Holloway, University of London
Jeffrey Beck
Assistant Professor
South Dakota State University
Catherine Smith
King’s College London
massimo mangino
Honorary Senior Lecturer
King’s College London
Olivier F. Colins
Ghent University
Jenny van Dongen
University of Amsterdam
Susanne Bruins
University of Amsterdam
James Crowley
Associate Professor
University of North Carolina at Chapel Hill
Miguel E. Rentería
University of Queensland
Michel Nivard
University of Amsterdam
Wonuola Akingbuwa
University of Amsterdam
maria pina concas
Institute for Maternal and child health Irccs Burlo Garofolo
Kaitlin Wade
Senior Lecturer of Epidemiology
University of Bristol
Meike Bartels
Professor - Program Leader Personalized Medicine
-
Eco de Geus
University of Amsterdam
Margherita Malanchini
Senior Lecturer
Queen Mary University of London
Michael Hunter
Assistant Professor
Pennsylvania State University
Christel Middeldorp
Professor
-
paul lichtenstein
Karolinska Institutet
Michael Simpson
King’s College London
Mattthijs van der Zee
University of Amsterdam
Ben Domingue
University of Colorado Boulder
Toos van Beijsterveldt
University of Amsterdam
John Nurnberger
Professor/Distinguished Professor
Indiana University School of Medicine
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