PGS Publication: PGP000172

Publication Information (EuropePMC)
Title Genomic Risk Score for Melanoma in a Prospective Study of Older Individuals.
PubMed ID 33837773(Europe PMC)
doi 10.1093/jnci/djab076
Publication Date April 10, 2021
Journal J Natl Cancer Inst
Author(s) Bakshi A, Yan M, Riaz M, Polekhina G, Orchard SG, Tiller J, Wolfe R, Joshi A, Cao Y, McInerney-Leo A... M, Yanes T, Janda M, Soyer HP, Cust AE, Law MH, Gibbs P, McLean C, Chan AT, McNeil JJ, Mar VJ, Lacaze P.Show more
Released in PGS Catalog: May 28, 2021

Associated Polygenic Score(s)

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Individuals included in:
G - Source of Variant Associations (GWAS)
D - Score Development/Training
E - PGS Evaluation
List of ancestries includes:
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Multi-ancestry (excluding European)
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South Asian
Additional Asian Ancestries
European
Greater Middle Eastern
Hispanic or Latin American
Additional Diverse Ancestries
Not Reported

PGS Developed By This Publication

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Polygenic Score ID & Name
PGS Publication ID (PGP)
Reported Trait
Mapped Trait(s) (Ontology)
Number of Variants
Ancestry distribution
GWAS
Dev
Eval
Scoring File (FTP Link)
PGS000766
(PRS56_CM)
PGP000172 |
Bakshi A et al. J Natl Cancer Inst (2021)
Cutaneous melanomacutaneous melanoma56
G
-
E
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000766/ScoringFiles/PGS000766.txt.gz
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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)
Evaluated Score
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
PPM001962PGS000766
(PRS56_CM)
PSS000982|
European Ancestry|
12,712 individuals
PGP000172 |
Bakshi A et al. J Natl Cancer Inst (2021)
Reported Trait: Incident cutaneous melanomaHR: 1.46 [1.2, 1.77]C-index: 0.643 [0.584, 0.702]Sex, melanoma family history, treatment (aspirin/placebo), age at enrolment, PRS*treatmentOnly 55 of the 56 SNPs within the PGS were utilised. Rs16891982 was not included as the SNP did not...  pass imputation quality control.Show more
PPM001963PGS000766
(PRS56_CM)
PSS000982|
European Ancestry|
12,712 individuals
PGP000172 |
Bakshi A et al. J Natl Cancer Inst (2021)
Reported Trait: Incident cutaneous melanomaHazard Ratio (HR, top 20% vs bottom 20%): 2.51 [1.28, 4.92]Only 55 of the 56 SNPs within the PGS were utilised. Rs16891982 was not included as the SNP did not...  pass imputation quality control.Show more
PPM001964PGS000766
(PRS56_CM)
PSS000982|
European Ancestry|
12,712 individuals
PGP000172 |
Bakshi A et al. J Natl Cancer Inst (2021)
Reported Trait: Incident cutaneous melanoma (males)Hazard Ratio (HR, top 20% vs bottom 20%): 3.7 [1.37, 9.98]Only 55 of the 56 SNPs within the PGS were utilised. Rs16891982 was not included as the SNP did not...  pass imputation quality control.Show more
PPM001965PGS000766
(PRS56_CM)
PSS000982|
European Ancestry|
12,712 individuals
PGP000172 |
Bakshi A et al. J Natl Cancer Inst (2021)
Reported Trait: Incident cutaneous melanoma (males)Hazard Ratio (HR, middle 60% vs bottom 20%): 2.61 [1.03, 6.63]Only 55 of the 56 SNPs within the PGS were utilised. Rs16891982 was not included as the SNP did not...  pass imputation quality control.Show more
PPM001966PGS000766
(PRS56_CM)
PSS000982|
European Ancestry|
12,712 individuals
PGP000172 |
Bakshi A et al. J Natl Cancer Inst (2021)
Reported Trait: Prevalent cutaneous melanomaOR: 1.55 [1.42, 1.69]AUROC: 0.64 [0.62, 0.66]Odds Ratio (OR, top 20% vs bottom 20%): 3.66 [2.69, 5.05]Sex, family historyOnly 55 of the 56 SNPs within the PGS were utilised. Rs16891982 was not included as the SNP did not...  pass imputation quality control.Show more
PPM001967PGS000766
(PRS56_CM)
PSS000982|
European Ancestry|
12,712 individuals
PGP000172 |
Bakshi A et al. J Natl Cancer Inst (2021)
Reported Trait: Prevalent cutaneous melanoma (males)OR: 1.39 [1.23, 1.57]Family historyOnly 55 of the 56 SNPs within the PGS were utilised. Rs16891982 was not included as the SNP did not...  pass imputation quality control.Show more
PPM001968PGS000766
(PRS56_CM)
PSS000982|
European Ancestry|
12,712 individuals
PGP000172 |
Bakshi A et al. J Natl Cancer Inst (2021)
Reported Trait: Prevalent cutaneous melanoma (females)OR: 1.72 [1.53, 1.94]Family historyOnly 55 of the 56 SNPs within the PGS were utilised. Rs16891982 was not included as the SNP did not...  pass imputation quality control.Show more
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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
PSS000982Cases were individuals with cutaneous melanoma. Of the 628 cases, 528 were prevalent melanoma, whils... t 98 were incident melanoma cases. Endpoints used were primary invasive cutaneous melanoma and metastatic melanoma with unknown primary location occurring during the trial (incident). Metastatic recurrence was excluded. Incident melanomas were confirmed by expert panel using histopathology, imaging of metastasis or other clinical evidence. If a participant had two events during the trial, the time of the first event was used. Prevalent melanomas occurring pre-trial were self-reported by participants but not confirmed by review of medical records and assumed to be invasive. Age at diagnosis for self-reported melanomas was reported as either before or after 50 years.Show moreMedian = 4.7 years
[
  • 626 cases
  • , 12,086 controls
]
,
45.0 % Male samples
Mean = 75.0 years
Sd = 4.23 years
EuropeanASPREE
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