Jouke-Jan Hottenga

University of Amsterdam
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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

NETHERLANDS
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Elsje van Bergen

University of Amsterdam

NETHERLANDS
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Eveline de Zeeuw

University of Amsterdam

NETHERLANDS
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René Pool

University of Amsterdam

NETHERLANDS
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Sebastian Lundström

Assistant Professor / Research Assistant

University of Gothenburg

SWEDEN
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Michael Neale

Professor

Virginia Commonwealth University

UNITED STATES
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Z. Tamimy

University of Amsterdam

NETHERLANDS
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Kaili Rimfeld

Lecturer (Assistant Professor) in Psychology

Royal Holloway, University of London

UNITED KINGDOM
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Jeffrey Beck

Assistant Professor

South Dakota State University

UNITED STATES
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Catherine Smith

King’s College London

UNITED KINGDOM
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massimo mangino

Honorary Senior Lecturer

King’s College London

UNITED KINGDOM
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Olivier F. Colins

Ghent University

BELGIUM
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Jenny van Dongen

University of Amsterdam

NETHERLANDS
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Susanne Bruins

University of Amsterdam

NETHERLANDS
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James Crowley

Associate Professor

University of North Carolina at Chapel Hill

UNITED STATES
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Miguel E. Rentería

University of Queensland

AUSTRALIA
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Michel Nivard

University of Amsterdam

NETHERLANDS
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Wonuola Akingbuwa

University of Amsterdam

NETHERLANDS
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maria pina concas

Institute for Maternal and child health Irccs Burlo Garofolo

ITALY
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Kaitlin Wade

Senior Lecturer of Epidemiology

University of Bristol

UNITED KINGDOM
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Meike Bartels

Professor - Program Leader Personalized Medicine

-

NETHERLANDS
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Eco de Geus

University of Amsterdam

NETHERLANDS
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Margherita Malanchini

Senior Lecturer

Queen Mary University of London

UNITED KINGDOM
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Michael Hunter

Assistant Professor

Pennsylvania State University

UNITED STATES
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Christel Middeldorp

Professor

-

NETHERLANDS
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paul lichtenstein

Karolinska Institutet

SWEDEN
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Michael Simpson

King’s College London

UNITED KINGDOM
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Mattthijs van der Zee

University of Amsterdam

NETHERLANDS
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Ben Domingue

University of Colorado Boulder

UNITED STATES
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Toos van Beijsterveldt

University of Amsterdam

NETHERLANDS
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John Nurnberger

Professor/Distinguished Professor

Indiana University School of Medicine

UNITED STATES
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