Polygenic Score (PGS) ID: PGS000161

Predicted Trait
Reported Trait Renal cancer
Mapped Trait(s) renal carcinoma (EFO_0002890)
Released in PGS: April 29, 2020

Score Details

Score Construction
PGS Name cGRS_Renal
Variants
Original Genome Build NR
Number of Variants 10
Development Method
Name Pruning + Thresholding
Parameters GWAS significant and r2 < 0.2. PGS levels were computed as product(dosage*weight/expected risk effect), where the expected risk effect for each variant was calculated based on the risk allele frequence (f) and risk allele weight (OR) as f^2*OR^2 + 2f(1-f)OR + (1-f)^2.
PGS Source
PGS Catalog Publication (PGP) ID PGP000075
Citation (link to publication) Shi Z et al. Cancer Med (2019)

Contributing Samples

Source of Variant Associations (GWAS)
Study Identifiers Sample Numbers Sample Ancestry
GWAS Catalog: GCST004710
EuropePMC: 28598434
31,190 individuals European
GWAS Catalog: GCST002835
EuropePMC: 25826619
10,871 individuals European
GWAS Catalog: GCST000907
EuropePMC: 21131975
12,277 individuals European
GWAS Catalog: GCST001750
EuropePMC: 2318415
10,781 individuals European
GWAS Catalog: GCST001283
EuropePMC: 22010048
2,410 individuals European

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 ID)
PGS Sample Set ID
(PSS ID)
Performance Source Trait PGS Effect Sizes
(per SD change)
PGS Classification Metrics Other Metrics Covariates Included in the Model PGS Performance: Other Relevant Information
PPM000481 PSS000281 PGP000075
Shi Z et al. (2019)
Reported Trait: Renal cancer Mean realative risk: 1.09[1.06, 1.12]
Wilcoxon test (case vs. control) p-value: 8.66e-10
PPM000492 PSS000281 PGP000075
Shi Z et al. (2019)
Reported Trait: Renal cancer Odds Ratio (OR; high vs. average risk groups): 1.58[1.14, 2.18]

Evaluated Samples

PGS Sample Set ID
(PSS ID)
Detailed Phenotype Description Participant Follow-up Time Sample Numbers Age of Study Participants Sample Ancestry Additional Ancestry Description Cohort(s) Additional Sample/Cohort Information
PSS000281 Primary tumor samples from TCGA
[
  • 453 cases
  • , 0 controls
]
Mean = 62.0 years
Sd = 12.0 years
European TCGA
PSS000281
[
  • 0 cases
  • , 13,427 controls
]
European eMERGE