Predicted Trait | |
Reported Trait | ER-positive breast cancer |
Mapped Trait(s) | estrogen-receptor positive breast cancer (EFO_1000649) |
Score Construction | |
PGS Name | PRS313_ERpos |
Development Method | |
Name | Hard-Thresholding Stepwise Forward Regression |
Parameters | p < 10^-5 |
Variants | |
Original Genome Build | GRCh37 |
Number of Variants | 313 |
Effect Weight Type | NR |
PGS Source | |
PGS Catalog Publication (PGP) ID | PGP000002 |
Citation (link to publication) | Mavaddat N et al. Am J Hum Genet (2018) |
Ancestry Distribution | |
Source of Variant Associations (GWAS) | European: 100% 87,368 individuals (100%) |
Score Development/Training | European: 100% 5,159 individuals (100%) |
PGS Evaluation |
Study Identifiers | Sample Numbers | Sample Ancestry | Cohort(s) |
---|---|---|---|
— | [ ,
0.0 % Male samples |
European | 68 cohorts
|
Study Identifiers | Sample Numbers | Sample Ancestry | Cohort(s) | Phenotype Definitions & Methods | Age of Study Participants | Participant Follow-up Time | Additional Ancestry Description | Additional Sample/Cohort Information |
---|---|---|---|---|---|---|---|---|
— | [ ,
0.0 % Male samples |
European | 25 cohorts
|
ER-positive breast cancer cases | — | — | — | Validation Cohort |
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 |
---|---|---|---|---|---|---|---|---|
PPM000006 | PSS000005| European Ancestry| 11,428 individuals |
PGP000002 | Mavaddat N et al. Am J Hum Genet (2018) |
Reported Trait: ER-positive breast cancer | OR: 1.68 [1.63, 1.73] | AUROC: 0.641 | — | study, genetic PCs 1-15 | — |
PPM000964 | PSS000486| European Ancestry| 56,068 individuals |
PGP000109 | Kramer I et al. Am J Hum Genet (2020) |Ext. |
Reported Trait: Invasive metachronous contralateral breast cancer | HR: 1.22 [1.15, 1.3] | — | — | Country | — |
PPM000963 | PSS000484| European Ancestry| 56,068 individuals |
PGP000109 | Kramer I et al. Am J Hum Genet (2020) |Ext. |
Reported Trait: Metachronous contralateral breast cancer | HR: 1.23 [1.16, 1.31] | — | — | Country | — |
PPM000947 | PSS000486| European Ancestry| 56,068 individuals |
PGP000109 | Kramer I et al. Am J Hum Genet (2020) |Ext. |
Reported Trait: Invasive metachronous contralateral breast cancer | HR: 1.22 [1.15, 1.3] | — | — | Country | — |
PPM000946 | PSS000484| European Ancestry| 56,068 individuals |
PGP000109 | Kramer I et al. Am J Hum Genet (2020) |Ext. |
Reported Trait: Metachronous contralateral breast cancer | HR: 1.23 [1.16, 1.31] | — | — | Country | — |
PPM000965 | PSS000485| European Ancestry| 56,068 individuals |
PGP000109 | Kramer I et al. Am J Hum Genet (2020) |Ext. |
Reported Trait: Estrogen-receptor positive metachronous invasive contralateral breast cancer | HR: 1.37 [1.22, 1.54] | — | — | Country | — |
PPM000948 | PSS000485| European Ancestry| 56,068 individuals |
PGP000109 | Kramer I et al. Am J Hum Genet (2020) |Ext. |
Reported Trait: Estrogen-receptor positive metachronous invasive contralateral breast cancer | HR: 1.37 [1.22, 1.54] | — | — | Country | — |
PPM001018 | PSS000521| European Ancestry| 18,935 individuals |
PGP000117 | Barnes DR et al. Genet Med (2020) |Ext. |
Reported Trait: Breast cancer in BRCA1 carriers | HR: 1.17 [1.14, 1.2] | — | — | birth cohort, PCs(1-4) of ancestry, family history in first- and second-degree relatives | — |
PPM001019 | PSS000525| European Ancestry| 12,339 individuals |
PGP000117 | Barnes DR et al. Genet Med (2020) |Ext. |
Reported Trait: Breast cancer in BRCA2 carriers | HR: 1.3 [1.26, 1.35] | — | — | birth cohort, PCs(1-4) of ancestry, family history in first- and second-degree relatives | — |
PPM001020 | PSS000522| European Ancestry| 13,401 individuals |
PGP000117 | Barnes DR et al. Genet Med (2020) |Ext. |
Reported Trait: ER negative breast cancer in BRCA1 carriers | HR: 1.06 [1.02, 1.1] | — | — | birth cohort, PCs(1-4) of ancestry, family history in first- and second-degree relatives | — |
PPM001021 | PSS000526| European Ancestry| 8,752 individuals |
PGP000117 | Barnes DR et al. Genet Med (2020) |Ext. |
Reported Trait: ER negative breast cancer in BRCA2 carriers | HR: 1.15 [1.07, 1.25] | — | — | birth cohort, PCs(1-4) of ancestry, family history in first- and second-degree relatives | — |
PPM001022 | PSS000523| European Ancestry| 13,401 individuals |
PGP000117 | Barnes DR et al. Genet Med (2020) |Ext. |
Reported Trait: ER positive breast cancer in BRCA1 carriers | HR: 1.45 [1.35, 1.54] | — | — | birth cohort, PCs(1-4) of ancestry, family history in first- and second-degree relatives | — |
PPM001023 | PSS000527| European Ancestry| 8,752 individuals |
PGP000117 | Barnes DR et al. Genet Med (2020) |Ext. |
Reported Trait: ER positive breast cancer in BRCA2 carriers | HR: 1.37 [1.31, 1.44] | — | — | birth cohort, PCs(1-4) of ancestry, family history in first- and second-degree relatives | — |
PPM000654 | PSS000361| European Ancestry| 22,594 individuals |
PGP000088 | Zhang H et al. Nat Genet (2020) |Ext. |
Reported Trait: Breast cancer intrinsic-like subtype (luminal B/HER2-negative-like) | OR: 1.62 [1.54, 1.7] | AUROC: 0.6323 | — | — | — |
PPM000663 | PSS000363| European Ancestry| 22,821 individuals |
PGP000088 | Zhang H et al. Nat Genet (2020) |Ext. |
Reported Trait: Breast cancer intrinsic-like subtype (triple negative) | OR: 1.59 [1.51, 1.66] | AUROC: 0.6276 | — | — | — |
PPM000660 | PSS000359| European Ancestry| 21,533 individuals |
PGP000088 | Zhang H et al. Nat Genet (2020) |Ext. |
Reported Trait: Breast cancer intrinsic-like subtype (HER2-enriched-like) | OR: 1.59 [1.48, 1.71] | AUROC: 0.6291 | — | — | — |
PPM000657 | PSS000362| European Ancestry| 22,497 individuals |
PGP000088 | Zhang H et al. Nat Genet (2020) |Ext. |
Reported Trait: Breast cancer intrinsic-like subtype (luminal B-like) | OR: 1.66 [1.58, 1.75] | AUROC: 0.64 | — | — | — |
PPM000651 | PSS000360| European Ancestry| 28,140 individuals |
PGP000088 | Zhang H et al. Nat Genet (2020) |Ext. |
Reported Trait: Breast cancer intrinsic-like subtype (luminal A-like) | OR: 1.82 [1.77, 1.87] | AUROC: 0.6595 | — | — | — |
PPM001947 | PSS000974| European Ancestry| 5,714 individuals |
PGP000167 | Maguire S et al. J Natl Cancer Inst (2021) |Ext. |
Reported Trait: Breast cancer in males | OR: 1.55 [1.45, 1.66] | — | Odds Ratio (OR, top 20% vs. bottom 20%): 4.01 [3.17, 5.06] | — | — |
PPM001948 | PSS000974| European Ancestry| 5,714 individuals |
PGP000167 | Maguire S et al. J Natl Cancer Inst (2021) |Ext. |
Reported Trait: Breast cancer in females | OR: 1.5 [1.41, 1.6] | — | Odds Ratio (OR, top 20% vs. bottom 20%): 3.26 [2.64, 4.03] | — | — |
PPM002001 | PSS000995| Multi-ancestry (excluding European)| 19,434 individuals |
PGP000179 | Du Z et al. J Natl Cancer Inst (2021) |Ext. |
Reported Trait: Estrogen-receptor positive breast cancer | OR: 1.37 [1.32, 1.43] | — | Odds Ratio (OR, top 10% vs. middle 20%): 1.85 [1.61, 2.13] | Age, study, PCs(1-10) | Only 224 of the original 313 SNPs were avaialble in all consortia (imputation score r^2 < 0.8).For missing variants (not genotyped or imputed) in one study, each individual in that study was assigned the expected dosage derived from the remainder of studies. |
PPM002002 | PSS000995| Multi-ancestry (excluding European)| 19,434 individuals |
PGP000179 | Du Z et al. J Natl Cancer Inst (2021) |Ext. |
Reported Trait: Estrogen-receptor positive breast cancer | — | AUROC: 0.588 [0.577, 0.599] | — | Study, PCs(1-10) | Only 224 of the original 313 SNPs were avaialble in all consortia (imputation score r^2 < 0.8).For missing variants (not genotyped or imputed) in one study, each individual in that study was assigned the expected dosage derived from the remainder of studies. |
PPM005127 | PSS003581| European Ancestry| 413 individuals |
PGP000245 | Barnes DR et al. J Natl Cancer Inst (2021) |Ext. |
Reported Trait: Male estrogen receptor positive breast cancer in BRCA1 carriers | OR: 1.4 [1.07, 1.83] | AUROC: 0.6 [0.51, 0.69] | — | PCs(1-3) | — |
PPM005128 | PSS003581| European Ancestry| 413 individuals |
PGP000245 | Barnes DR et al. J Natl Cancer Inst (2021) |Ext. |
Reported Trait: Male estrogen receptor positive breast cancer in BRCA1 carriers | OR: 1.39 [1.06, 1.82] | — | — | PCs(1-3), family history of male breast cancer in first and second degree relatives | — |
PPM005129 | PSS003581| European Ancestry| 413 individuals |
PGP000245 | Barnes DR et al. J Natl Cancer Inst (2021) |Ext. |
Reported Trait: Male estrogen receptor positive breast cancer in BRCA1 carriers | OR: 1.46 [1.09, 1.94] | — | — | PCs(1-3), family history of female breast cancer in first and second degree relatives | — |
PPM005130 | PSS003582| European Ancestry| 1,177 individuals |
PGP000245 | Barnes DR et al. J Natl Cancer Inst (2021) |Ext. |
Reported Trait: Male estrogen receptor positive breast cancer in BRCA2 carriers | OR: 1.33 [1.16, 1.52] | AUROC: 0.59 [0.55, 0.63] | — | PCs(1-3) | — |
PPM005131 | PSS003582| European Ancestry| 1,177 individuals |
PGP000245 | Barnes DR et al. J Natl Cancer Inst (2021) |Ext. |
Reported Trait: Male estrogen receptor positive breast cancer in BRCA2 carriers | OR: 1.33 [1.16, 1.53] | — | — | PCs(1-3), family history of male breast cancer in first and second degree relatives | — |
PPM005132 | PSS003582| European Ancestry| 1,177 individuals |
PGP000245 | Barnes DR et al. J Natl Cancer Inst (2021) |Ext. |
Reported Trait: Male estrogen receptor positive breast cancer in BRCA2 carriers | OR: 1.36 [1.18, 1.57] | — | — | PCs(1-3), family history of female breast cancer in first and second degree relatives | — |
PPM014895 | PSS009919| Ancestry Not Reported| 2,559 individuals |
PGP000351 | Li S et al. Cancers (Basel) (2022) |Ext. |
Reported Trait: Cumulus Mammogram Risk Scores | β: 0.056 [0.012, 0.1] | — | — | first 10 principal components | — |
PPM014896 | PSS009919| Ancestry Not Reported| 2,559 individuals |
PGP000351 | Li S et al. Cancers (Basel) (2022) |Ext. |
Reported Trait: Cumulus percent Mammogram Risk Scores | β: 0.055 [0.011, 0.099] | — | — | first 10 principal components | — |
PPM014897 | PSS009919| Ancestry Not Reported| 2,559 individuals |
PGP000351 | Li S et al. Cancers (Basel) (2022) |Ext. |
Reported Trait: Altocumulus Mammogram Risk Scores | β: 0.078 [0.034, 0.121] | — | — | first 10 principal components | — |
PPM014898 | PSS009919| Ancestry Not Reported| 2,559 individuals |
PGP000351 | Li S et al. Cancers (Basel) (2022) |Ext. |
Reported Trait: Cirrocumulus Mammogram Risk Scores | β: 0.056 [0.014, 0.099] | — | — | first 10 principal components | — |
PPM022287 | PSS011901| African Ancestry| 5,844 individuals |
PGP000694 | Jia G et al. Nat Genet (2024) |Ext. |
Reported Trait: ER-positive breast cancer | OR: 1.37 [1.27, 1.48] | AUROC: 0.59 [0.56, 0.61] | — | — | — |
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 |
---|---|---|---|---|---|---|---|---|
PSS009919 | — | — | 2,559 individuals, 0.0 % Male samples |
Mean = 54.0 years Sd = 8.4 years |
Not reported | — | NR | AMDTSS |
PSS000359 | Defined intrinsic-like breast cancer subtypes based on tumor status of ER, PR, HER2 and grade: (4) HER2-enriched-like (ER- and PR-, HER2+) | — | [ ,
0.0 % Male samples |
— | European | — | 6 cohorts
|
Heldout subset (20%) of the BCAC consortium data |
PSS000360 | Defined intrinsic-like breast cancer subtypes based on tumor status of ER, PR, HER2 and grade: (1) luminal A-like (ER+ and/or PR+, HER2-, grade 1 & 2); | — | [ ,
0.0 % Male samples |
— | European | — | 6 cohorts
|
Heldout subset (20%) of the BCAC consortium data |
PSS000361 | Defined intrinsic-like breast cancer subtypes based on tumor status of ER, PR, HER2 and grade: (2) luminal B/HER2-negative-like (ER+ and/or PR+, HER2-, grade 3) | — | [ ,
0.0 % Male samples |
— | European | — | 6 cohorts
|
Heldout subset (20%) of the BCAC consortium data |
PSS000362 | Defined intrinsic-like breast cancer subtypes based on tumor status of ER, PR, HER2 and grade: (3) luminal B-like (ER+ and/or PR+, HER2+); | — | [ ,
0.0 % Male samples |
— | European | — | 6 cohorts
|
Heldout subset (20%) of the BCAC consortium data |
PSS000363 | Defined intrinsic-like breast cancer subtypes based on tumor status of ER, PR, HER2 and grade: (5) triple-negative ( ER-, PR-, HER2-). | — | [ ,
0.0 % Male samples |
— | European | — | 6 cohorts
|
Heldout subset (20%) of the BCAC consortium data |
PSS000005 | ER-positive breast cancer cases | — | [ ,
0.0 % Male samples |
— | European | — | 10 cohorts
|
Prospective Test Set |
PSS011901 | — | — | [ ,
0.0 % Male samples |
— | African American or Afro-Caribbean | — | AABCG | — |
PSS000521 | — | — | [ ,
0.0 % Male samples |
— | European | — | 59 cohorts
|
— |
PSS000522 | — | — | [ ,
0.0 % Male samples |
— | European | — | 59 cohorts
|
— |
PSS000523 | — | — | [ ,
0.0 % Male samples |
— | European | — | 59 cohorts
|
— |
PSS000525 | — | — | [ ,
0.0 % Male samples |
— | European | — | 59 cohorts
|
— |
PSS000526 | — | — | [ ,
0.0 % Male samples |
— | European | — | 59 cohorts
|
— |
PSS000527 | — | — | [ ,
0.0 % Male samples |
— | European | — | 59 cohorts
|
— |
PSS000484 | Women (European Ancestry) diagnosed with unilateral breast cancer or metachronous contralateral breast cancer (CBC). Metachronous contralateral breast cancer was defined as breast cancer in the contralateral breast (in situ or invasive) diagnosed at least 3 months after the first breast cancer. | Median = 8.4 years | [ ,
0.0 % Male samples |
Median (Age At Diagnosis) = 56.0 years | European | — | 42 cohorts
|
— |
PSS000485 | Women (European Ancestry) diagnosed with unilateral breast cancer or metachronous contralateral breast cancer (CBC). Metachronous contralateral breast cancer was defined as breast cancer in the contralateral breast (in situ or invasive) diagnosed at least 3 months after the first breast cancer. | Median = 8.4 years | [ ,
0.0 % Male samples |
Median (Age At Diagnosis) = 56.0 years | European | — | 42 cohorts
|
— |
PSS000486 | Women (European Ancestry) diagnosed with unilateral breast cancer or metachronous contralateral breast cancer (CBC). Metachronous contralateral breast cancer was defined as breast cancer in the contralateral breast (in situ or invasive) diagnosed at least 3 months after the first breast cancer. | Median = 8.4 years | [ ,
0.0 % Male samples |
Median (Age At Diagnosis) = 56.0 years | European | — | 42 cohorts
|
— |
PSS000974 | Cases are individuals with breast cancer. 1380 of these are male breast cancer cases and 1671 are female breast cancer cases | — | [ ,
48.07 % Male samples |
— | European | — | B58C, COH, UK-BCN-MBCS, UKBGS | Additional male breast cancer cases were recruited from the University of Leeds, the University of Cambridge. |
PSS000995 | Cases are women with breast cancer. Of the 4414 breast cancer cases, 2470 were ER-positive and 1372 were ER-negative. | — | [ ,
0.0 % Male samples |
— | African American or Afro-Caribbean | — | 10 cohorts
|
All cohorts part of African American Breast Cancer (AABC) consortium and/or The African American Breast Cancer Epidemiology and Risk (AMBER)consortium. |
PSS000995 | Cases are women with breast cancer. Of the 3928 breast cancer cases, 1533 were ER-positive and 987 were ER-negative. | — | [ ,
0.0 % Male samples |
Mean = 47.71 years | African American or Afro-Caribbean, Sub-Saharan African, African unspecified | — | 15 cohorts
|
All cohorts part of The GAME-ON OncoArray Consortium or The GWAS of Breast Cancer in the African Diaspora Consortium (ROOT) |
PSS000995 | Cases are women with breast cancer. Of the 899 breast cancer cases, 296 were ER-positive and 277 were ER-negative. | — | [ ,
0.0 % Male samples |
— | Sub-Saharan African | — | GBHS | — |
PSS003581 | All individuals were BRCA1 carriers. BRCA1 pathogenic variants were categorized according to their known or predicted effect on protein function: “class I” included loss-of-function variants expected to yield unstable or no protein; “class II” included variants likely to produce stable mutant proteins. Pathology data were obtained from pathology reviews, medical, pathology or tumor registry records, or immunohistochemical staining of tissue microarrays. All cases were individuals with breast cancer. | — | [ ,
100.0 % Male samples |
— | European | — | 28 cohorts
|
Additional controls were obtained from UCHICAGO |
PSS003582 | All individuals were BRCA2 carriers. BRCA2 pathogenic variants were categorized according to their known or predicted effect on protein function: “class I” included loss-of-function variants expected to yield unstable or no protein; “class II” included variants likely to produce stable mutant proteins. Pathology data were obtained from pathology reviews, medical, pathology or tumor registry records, or immunohistochemical staining of tissue microarrays. All cases were individuals with breast cancer. | — | [ ,
100.0 % Male samples |
— | European | — | 35 cohorts
|
Additional controls were obtained from UCHICAGO |