Polygenic Score (PGS) ID: PGS004866

Predicted Trait
Reported Trait ER-positive breast cancer
Mapped Trait(s) estrogen-receptor positive breast cancer (EFO_1000649)
Released in PGS Catalog: April 18, 2024
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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 PRS105_ERposBC
Development Method
Name Genome-wide significant SNPs
Parameters effect estimates from a GWAS of ER-negative BC were used to weight an SNP if the P value from a case... -only heterogeneity test (ER-positive v ER-negative disease) was < .05 and overall BC effect estimates were used as weights otherwiseShow more
Variants
Original Genome Build GRCh37
Number of Variants 105
Effect Weight Type beta
PGS Source
PGS Catalog Publication (PGP) ID PGP000612
Citation (link to publication) Gao C et al. J Clin Oncol (2021)
Ancestry Distribution
Source of Variant
Associations (GWAS)
European: 96.8%
East Asian: 1.7%
African: 1.2%
Not Reported: 0.2%
304,376 individuals (100%)
PGS Evaluation
European: 100%
1 Sample Sets

Development Samples

Source of Variant Associations (GWAS)
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Study Identifiers
Sample Numbers
Sample Ancestry
Cohort(s)
Europe PMC: 24943594
[
  • 46,450 cases
  • , 42,600 controls
]
,
0.0 % Male samples
EuropeanBCAC
Europe PMC: 25855707
[
  • 21,365 cases
  • , 32,558 controls
]
,
0.0 % Male samples
EuropeanBCAC
GWAS Catalog: GCST000079
Europe PMC: 17903305
723 individualsNot reportedNR
GWAS Catalog: GCST000162
Europe PMC: 18326623
548 individualsEuropeanNR
GWAS Catalog: GCST000678
Europe PMC: 20453838
8,556 individualsEuropeanNR
GWAS Catalog: GCST000846
Europe PMC: 21060860
1,703 individualsEuropeanNR
GWAS Catalog: GCST001420
Europe PMC: 22383897
5,242 individualsEast AsianNR
GWAS Catalog: GCST001683
Europe PMC: 22976474
32,530 individualsEuropeanNR
GWAS Catalog: GCST001683
Europe PMC: 22976474
3,748 individualsAfrican American or Afro-CaribbeanNR
GWAS Catalog: GCST001930
Europe PMC: 23535733
39,387 individualsEuropeanNR
GWAS Catalog: GCST002667
Europe PMC: 25342443
7,600 individualsEuropeanNR
GWAS Catalog: GCST003845
Europe PMC: 27117709
19,291 individualsEuropeanNR
GWAS Catalog: GCST004950
Europe PMC: 25751625
33,864 individualsEuropeanNR
GWAS Catalog: GCST007302
Europe PMC: 23544012
8,211 individualsEuropeanNR
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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.

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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
PPM021113PSS011529|
European Ancestry|
52,925 individuals
PGP000612 |
Gao C et al. J Clin Oncol (2021)
Reported Trait: Breast cancer among BRAC1 carriers younger than 40 yearsOR: 15.04 [6.06, 37.34]Odds ratio is for a 1-SD change from the median PRS in BRCA1 variant carriers vs non-carriers
PPM021114PSS011529|
European Ancestry|
52,925 individuals
PGP000612 |
Gao C et al. J Clin Oncol (2021)
Reported Trait: Breast cancer among BRAC2 carriers younger than 40 yearsOR: 21.24 [9.84, 45.84]Odds ratio is for a 1-SD change from the median PRS in BRCA2 variant carriers vs non-carriers
PPM021115PSS011529|
European Ancestry|
52,925 individuals
PGP000612 |
Gao C et al. J Clin Oncol (2021)
Reported Trait: Breast cancer among ATM carriers younger than 40 yearsOR: 4.17 [3.06, 5.68]Odds ratio is for a 1-SD change from the median PRS in ATM variant carriers vs non-carriers
PPM021116PSS011529|
European Ancestry|
52,925 individuals
PGP000612 |
Gao C et al. J Clin Oncol (2021)
Reported Trait: Breast cancer among CHEK2 carriers younger than 40 yearsOR: 4.86 [3.71, 6.37]Odds ratio is for a 1-SD change from the median PRS in CHEK2 variant carriers vs non-carriers
PPM021117PSS011529|
European Ancestry|
52,925 individuals
PGP000612 |
Gao C et al. J Clin Oncol (2021)
Reported Trait: Breast cancer among PALB2 carriers younger than 40 yearsOR: 6.51 [4.0, 10.6]Odds ratio is for a 1-SD change from the median PRS in PALB2 variant carriers vs non-carriers
PPM021118PSS011529|
European Ancestry|
52,925 individuals
PGP000612 |
Gao C et al. J Clin Oncol (2021)
Reported Trait: Breast cancer among BARD1 carriers younger than 40 yearsOR: 1.94 [1.02, 3.68]Odds ratio is for a 1-SD change from the median PRS in BARD1 variant carriers vs non-carriers
PPM021119PSS011529|
European Ancestry|
52,925 individuals
PGP000612 |
Gao C et al. J Clin Oncol (2021)
Reported Trait: Breast cancer among BRIP1 carriers younger than 40 yearsOR: 2.73 [1.65, 4.54]Odds ratio is for a 1-SD change from the median PRS in BRIP1 variant carriers vs non-carriers
PPM021120PSS011529|
European Ancestry|
52,925 individuals
PGP000612 |
Gao C et al. J Clin Oncol (2021)
Reported Trait: Breast cancer among CDH1 carriers younger than 40 yearsOR: 17.98 [3.8, 85.06]Odds ratio is for a 1-SD change from the median PRS in CDH1 variant carriers vs non-carriers
PPM021121PSS011529|
European Ancestry|
52,925 individuals
PGP000612 |
Gao C et al. J Clin Oncol (2021)
Reported Trait: Breast cancer among NF1 carriers younger than 40 yearsOR: 2.34 [0.75, 7.31]Odds ratio is for a 1-SD change from the median PRS in NF1 variant carriers vs non-carriers
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Evaluated Samples

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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
PSS011529
[
  • 26,798 cases
  • , 26,127 controls
]
,
0.0 % Male samples
European11 cohorts
  • CPS
  • ,CPSII
  • ,CTS
  • ,MCBCS
  • ,MEC
  • ,MMHS
  • ,NHS
  • ,SISTER
  • ,WCHS
  • ,WHI
  • ,WWHS
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