Trait: brain cancer

Trait Information
Identifier MONDO_0001657
Description A primary or metastatic malignant neoplasm affecting the brain. [NCIT: C3568]
Trait category
Cancer
Neurological disorder
Synonyms 13 synonyms
  • brain cancer
  • brain neoplasms, malignant
  • cancer of brain
  • cancer of the brain
  • malignant brain neoplasm
  • malignant brain tumor
  • malignant brain tumour
  • malignant neoplasm of brain
  • malignant neoplasm of the brain
  • malignant tumor of brain
  • malignant tumor of the brain
  • neoplasm of brain
  • primary malignant neoplasm of brain
Mapped term(s) 12 mapped terms
  • CSP:2006-2736
  • DOID:1319
  • GARD:0009307
  • ICD10:C71
  • ICD10:C71.9
  • ICD9:191
  • ICD9:191.8
  • ICD9:191.9
  • ICD9:239.6
  • MESH:D001932
  • NCIT:C3568
  • SCTID:428061005

Associated Polygenic Score(s)

Polygenic Score (PGS) ID PGS Name PGS Publication (PGP) ID Reported Trait Mapped Trait(s) (Ontology) Number of Variants PGS Scoring File (FTP Link)
PGS000620 PRSWEB_PHECODE191.11_C71_LASSOSUM_MGI_20200608 PGP000118 Fritsche LG et al. Am J Hum Genet (2020) Cancer of brain brain cancer 522 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000620/ScoringFiles/PGS000620.txt.gz
PGS000621 PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_P_5e-08_MGI_20200608 PGP000118 Fritsche LG et al. Am J Hum Genet (2020) Cancer of brain brain cancer 12 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000621/ScoringFiles/PGS000621.txt.gz
PGS000622 PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_P_5e-08_UKB_20200608 PGP000118 Fritsche LG et al. Am J Hum Genet (2020) Cancer of brain brain cancer 12 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000622/ScoringFiles/PGS000622.txt.gz
PGS000623 PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_PT_MGI_20200608 PGP000118 Fritsche LG et al. Am J Hum Genet (2020) Cancer of brain brain cancer 11 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000623/ScoringFiles/PGS000623.txt.gz
PGS000624 PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_PT_UKB_20200608 PGP000118 Fritsche LG et al. Am J Hum Genet (2020) Cancer of brain brain cancer 5 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000624/ScoringFiles/PGS000624.txt.gz
PGS000625 PRSWEB_PHECODE191.11_UKBB-SAIGE-HRC-X191.11_PT_MGI_20200608 PGP000118 Fritsche LG et al. Am J Hum Genet (2020) Cancer of brain brain cancer 11 http://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000625/ScoringFiles/PGS000625.txt.gz

PGS 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)
Evaluated Score 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
PPM001305 PGS000620 (PRSWEB_PHECODE191.11_C71_LASSOSUM_MGI_20200608) PSS000557 PGP000118
Fritsche LG et al. (2020)
Reported Trait: Cancer of brain OR: 1.195 [1.045, 1.367]
β: 0.179 (0.0686)
AUROC: 0.546 [0.504, 0.587] Nagelkerke's Pseudo-R²: 0.00561
Brier score: 0.0824
Odds Ratio (OR, top 1% vs. Rest): 1.42 [0.453, 4.47]
age, sex, batch PCs 1-4 Cancer PRSweb PheWAS Results: PRSWEB_PHECODE191.11_C71_LASSOSUM_MGI_20200608
PPM001306 PGS000621 (PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_P_5e-08_MGI_20200608) PSS000557 PGP000118
Fritsche LG et al. (2020)
Reported Trait: Cancer of brain OR: 1.159 [1.015, 1.324]
β: 0.148 (0.068)
AUROC: 0.54 [0.503, 0.579] Nagelkerke's Pseudo-R²: 0.00394
Brier score: 0.0825
Odds Ratio (OR, top 1% vs. Rest): 1.02 [0.271, 3.86]
age, sex, batch PCs 1-4 Cancer PRSweb PheWAS Results: PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_P_5e-08_MGI_20200608
PPM001307 PGS000622 (PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_P_5e-08_UKB_20200608) PSS000577 PGP000118
Fritsche LG et al. (2020)
Reported Trait: Cancer of brain OR: 1.486 [1.315, 1.679]
β: 0.396 (0.0624)
AUROC: 0.605 [0.569, 0.639] Nagelkerke's Pseudo-R²: 0.0289
Brier score: 0.0815
Odds Ratio (OR, top 1% vs. Rest): 3.38 [1.59, 7.2]
age, sex, batch PCs 1-4 Cancer PRSweb PheWAS Results: PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_P_5e-08_UKB_20200608
PPM001308 PGS000623 (PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_PT_MGI_20200608) PSS000557 PGP000118
Fritsche LG et al. (2020)
Reported Trait: Cancer of brain OR: 1.153 [1.01, 1.316]
β: 0.142 (0.0676)
AUROC: 0.538 [0.501, 0.577] Nagelkerke's Pseudo-R²: 0.00369
Brier score: 0.0825
Odds Ratio (OR, top 1% vs. Rest): 0.602 [0.113, 3.22]
age, sex, batch PCs 1-4 Cancer PRSweb PheWAS Results: PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_PT_MGI_20200608
PPM001309 PGS000624 (PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_PT_UKB_20200608) PSS000577 PGP000118
Fritsche LG et al. (2020)
Reported Trait: Cancer of brain OR: 1.515 [1.344, 1.708]
β: 0.415 (0.0611)
AUROC: 0.606 [0.568, 0.642] Nagelkerke's Pseudo-R²: 0.0326
Brier score: 0.0813
Odds Ratio (OR, top 1% vs. Rest): 4.15 [2.04, 8.41]
age, sex, batch PCs 1-4 Cancer PRSweb PheWAS Results: PRSWEB_PHECODE191.11_GWAS-Catalog-r2019-05-03-X191.11_PT_UKB_20200608
PPM001310 PGS000625 (PRSWEB_PHECODE191.11_UKBB-SAIGE-HRC-X191.11_PT_MGI_20200608) PSS000557 PGP000118
Fritsche LG et al. (2020)
Reported Trait: Cancer of brain OR: 1.142 [1.004, 1.299]
β: 0.133 (0.0657)
AUROC: 0.53 [0.492, 0.57] Nagelkerke's Pseudo-R²: 0.00328
Brier score: 0.0825
Odds Ratio (OR, top 1% vs. Rest): 2.28 [0.88, 5.88]
age, sex, batch PCs 1-4 Cancer PRSweb PheWAS Results: PRSWEB_PHECODE191.11_UKBB-SAIGE-HRC-X191.11_PT_MGI_20200608

Evaluated Samples

PGS Sample Set ID
(PSS ID)
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
PSS000557 PheCode:191.11; ICD9CM:191.0, 191.1, 191.2, 191.3, 191.4, 191.5, 191.6, 191.7, 191.8, 191.9, V10.85; ICD10CM:C71, C71.0, C71.1, C71.2, C71.3, C71.4, C71.5, C71.6, C71.7, C71.8, C71.9
[
  • 233 cases
  • , 2,330 controls
]
European MGI
PSS000577 PheCode:191.11; ICD9:191, 191.0, 191.1, 191.2, 191.3, 191.4, 191.5, 191.6, 191.7, 191.8, 191.9; ICD10:C71.0, C71.1, C71.2, C71.3, C71.4, C71.5, C71.6, C71.7, C71.8, C71.9
[
  • 275 cases
  • , 2,745 controls
]
European UKB