Skip to main content

The Polygenic Risk Score Knowledge Base offers a centralized online repository for calculating and contextualizing polygenic risk scores.

Publication ,  Journal Article
Page, ML; Vance, EL; Cloward, ME; Ringger, E; Dayton, L; Ebbert, MTW; Alzheimer’s Disease Neuroimaging Initiative; Miller, JB; Kauwe, JSK
Published in: Commun Biol
September 2, 2022

The process of identifying suitable genome-wide association (GWA) studies and formatting the data to calculate multiple polygenic risk scores on a single genome can be laborious. Here, we present a centralized polygenic risk score calculator currently containing over 250,000 genetic variant associations from the NHGRI-EBI GWAS Catalog for users to easily calculate sample-specific polygenic risk scores with comparable results to other available tools. Polygenic risk scores are calculated either online through the Polygenic Risk Score Knowledge Base (PRSKB; https://prs.byu.edu ) or via a command-line interface. We report study-specific polygenic risk scores across the UK Biobank, 1000 Genomes, and the Alzheimer's Disease Neuroimaging Initiative (ADNI), contextualize computed scores, and identify potentially confounding genetic risk factors in ADNI. We introduce a streamlined analysis tool and web interface to calculate and contextualize polygenic risk scores across various studies, which we anticipate will facilitate a wider adaptation of polygenic risk scores in future disease research.

Duke Scholars

Published In

Commun Biol

DOI

EISSN

2399-3642

Publication Date

September 2, 2022

Volume

5

Issue

1

Start / End Page

899

Location

England

Related Subject Headings

  • Risk Factors
  • Polymorphism, Single Nucleotide
  • Multifactorial Inheritance
  • Knowledge Bases
  • Humans
  • Genome-Wide Association Study
  • Genetic Predisposition to Disease
  • 32 Biomedical and clinical sciences
  • 31 Biological sciences
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Page, M. L., Vance, E. L., Cloward, M. E., Ringger, E., Dayton, L., Ebbert, M. T. W., … Kauwe, J. S. K. (2022). The Polygenic Risk Score Knowledge Base offers a centralized online repository for calculating and contextualizing polygenic risk scores. Commun Biol, 5(1), 899. https://doi.org/10.1038/s42003-022-03795-x
Page, Madeline L., Elizabeth L. Vance, Matthew E. Cloward, Ed Ringger, Louisa Dayton, Mark T. W. Ebbert, Alzheimer’s Disease Neuroimaging Initiative, Justin B. Miller, and John S. K. Kauwe. “The Polygenic Risk Score Knowledge Base offers a centralized online repository for calculating and contextualizing polygenic risk scores.Commun Biol 5, no. 1 (September 2, 2022): 899. https://doi.org/10.1038/s42003-022-03795-x.
Page ML, Vance EL, Cloward ME, Ringger E, Dayton L, Ebbert MTW, et al. The Polygenic Risk Score Knowledge Base offers a centralized online repository for calculating and contextualizing polygenic risk scores. Commun Biol. 2022 Sep 2;5(1):899.
Page, Madeline L., et al. “The Polygenic Risk Score Knowledge Base offers a centralized online repository for calculating and contextualizing polygenic risk scores.Commun Biol, vol. 5, no. 1, Sept. 2022, p. 899. Pubmed, doi:10.1038/s42003-022-03795-x.
Page ML, Vance EL, Cloward ME, Ringger E, Dayton L, Ebbert MTW, Alzheimer’s Disease Neuroimaging Initiative, Miller JB, Kauwe JSK. The Polygenic Risk Score Knowledge Base offers a centralized online repository for calculating and contextualizing polygenic risk scores. Commun Biol. 2022 Sep 2;5(1):899.

Published In

Commun Biol

DOI

EISSN

2399-3642

Publication Date

September 2, 2022

Volume

5

Issue

1

Start / End Page

899

Location

England

Related Subject Headings

  • Risk Factors
  • Polymorphism, Single Nucleotide
  • Multifactorial Inheritance
  • Knowledge Bases
  • Humans
  • Genome-Wide Association Study
  • Genetic Predisposition to Disease
  • 32 Biomedical and clinical sciences
  • 31 Biological sciences