Polygenic Score (PGS) ID: PGS000570

Predicted Trait
Reported Trait Cancer of prostate
Mapped Trait(s) prostate carcinoma (EFO_0001663)
Additional Trait Information PheCode 185
Released in PGS Catalog: Dec. 15, 2020
Download Score FTP directory
Terms and Licenses
PGS obtained from the Catalog should be cited appropriately, and used in accordance with any licensing restrictions set by the authors. See EBI Terms of Use (https://www.ebi.ac.uk/about/terms-of-use/) for additional details.

Score Details

Score Construction
PGS Name PRSWEB_PHECODE185_C3-PROSTATE_PRS-CS_MGI_20200608
Variants
Original Genome Build GRCh37
Number of Variants 1,111,493
Development Method
Name PRS-CS
Parameters Parameters = auto; LD reference (eur)
PGS Source
PGS Catalog Publication (PGP) ID PGP000118
Citation (link to publication) Fritsche LG et al. Am J Hum Genet (2020)
Ancestry Distribution
Source of Variant
Associations (GWAS)
European: 100%
167,020 individuals (100%)
Score Development/Training
European: 100%
5,650 individuals (100%)
PGS Evaluation
European: 100%
1 Sample Sets

Development Samples

Source of Variant Associations (GWAS)
Study Identifiers Sample Numbers Sample Ancestry
[
  • 6,321 cases
  • , 160,699 controls
]
European
Score Development/Training
Phenotype Definitions and Methods Participant Follow-up Time Sample Numbers Age of Study Participants Sample Ancestry Additional Ancestry Description Cohort(s) Additional Sample/Cohort Information
PheCode:185; ICD9CM:185, 233.4, V10.46; ICD10CM:C61, D07.5
[
  • 1,242 cases
  • , 4,408 controls
]
European MGI

Performance Metrics

Disclaimer: The performance metrics are displayed as reported by the source studies. It is important to note that metrics are not necessarily comparable with each other. For example, metrics depend on the sample characteristics (described by the PGS Catalog Sample Set [PSS] ID), phenotyping, and statistical modelling. Please refer to the source publication for additional guidance on performance.

PGS Performance
Metric ID (PPM)
PGS Sample Set ID
(PSS)
Performance Source Trait PGS Effect Sizes
(per SD change)
Classification Metrics Other Metrics Covariates Included in the Model PGS Performance:
Other Relevant Information
PPM001255 PSS000552|
European Ancestry|
5,607 individuals
PGP000118 |
Fritsche LG et al. Am J Hum Genet (2020)
Reported Trait: Cancer of prostate OR: 1.572 [1.465, 1.687]
β: 0.452 (0.0359)
AUROC: 0.622 [0.604, 0.639] Nagelkerke's Pseudo-R²: 0.0453
Brier score: 0.149
Odds Ratio (OR, top 1% vs. Rest): 2.66 [1.63, 4.34]
age, sex, batch PCs 1-4 Cancer PRSweb PheWAS Results: PRSWEB_PHECODE185_C3-PROSTATE_PRS-CS_MGI_20200608

Evaluated Samples

PGS Sample Set ID
(PSS)
Phenotype Definitions and Methods Participant Follow-up Time Sample Numbers Age of Study Participants Sample Ancestry Additional Ancestry Description Cohort(s) Additional Sample/Cohort Information
PSS000552 PheCode:185; ICD9CM:185, 233.4, V10.46; ICD10CM:C61, D07.5
[
  • 1,190 cases
  • , 4,417 controls
]
European MGI