Trait: brain cancer

Trait Information
Identifier MONDO_0001657
Description A primary or metastatic malignant neoplasm affecting the brain. [NCIT: C3568]
Trait categories
Cancer
Neurological disorder
Synonyms 33 synonyms
  • BT - brain tumor
  • BT - brain tumour
  • adult brain tumor
  • adult brain tumour
  • adult malignant brain neoplasm
  • brain cancer
  • brain neoplasm
  • brain neoplasm, adult
  • brain neoplasms, malignant
  • brain tumor, adult
  • 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 primary brain neoplasm
  • malignant primary brain tumor
  • malignant primary brain tumour
  • malignant tumor of adult brain
  • malignant tumor of brain
  • malignant tumor of the brain
  • malignant tumour of adult brain
  • malignant tumour of brain
  • malignant tumour of the brain
  • neoplasm of unspecified nature of brain
  • primary brain neoplasm
  • primary brain tumor
  • primary brain tumour
  • primary malignant neoplasm of brain
  • tumor of the brain
  • tumour of the brain
Mapped terms 12 mapped terms
  • CSP:2006-2736
  • DOID:1319
  • ICD9:191
  • ICD9:191.8
  • ICD9:191.9
  • ICD9:239.6
  • MEDGEN:57796
  • MESH:D001932
  • NCIT:C3568
  • NCIT:C4952
  • SCTID:428061005
  • UMLS:C0153633

Associated Polygenic Score(s)

Filter PGS by Participant Ancestry
Individuals included in:
G - Source of Variant Associations (GWAS)
D - Score Development/Training
E - PGS Evaluation
List of ancestries includes:
Display options:
Ancestry legend
Multi-ancestry (including European)
Multi-ancestry (excluding European)
African
East Asian
South Asian
Additional Asian Ancestries
European
Greater Middle Eastern
Hispanic or Latin American
Additional Diverse Ancestries
Not Reported
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)
PGS000620
(PRSWEB_PHECODE191.11_C71_LASSOSUM_MGI_20200608)
 PGP000118 |
Fritsche LG et al. Am J Hum Genet (2020)
 Brain cancer brain cancer 522
https://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)
 Brain cancer brain cancer 12
https://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)
 Brain cancer brain cancer 12
https://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)
 Brain cancer brain cancer 11
https://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)
 Brain cancer brain cancer 5
https://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)
 Brain cancer brain cancer 11
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000625/ScoringFiles/PGS000625.txt.gz
PGS001808
(portability-PLR_191.11)
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Brain cancer brain cancer 117
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001808/ScoringFiles/PGS001808.txt.gz

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) 		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
PPM001305 PGS000620
(PRSWEB_PHECODE191.11_C71_LASSOSUM_MGI_20200608)
 PSS000557|
European Ancestry|
2,563 individuals
 PGP000118 |
Fritsche LG et al. Am J Hum Genet (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|
European Ancestry|
2,563 individuals
 PGP000118 |
Fritsche LG et al. Am J Hum Genet (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|
European Ancestry|
3,020 individuals
 PGP000118 |
Fritsche LG et al. Am J Hum Genet (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|
European Ancestry|
2,563 individuals
 PGP000118 |
Fritsche LG et al. Am J Hum Genet (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|
European Ancestry|
3,020 individuals
 PGP000118 |
Fritsche LG et al. Am J Hum Genet (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|
European Ancestry|
2,563 individuals
 PGP000118 |
Fritsche LG et al. Am J Hum Genet (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
PPM009371 PGS001808
(portability-PLR_191.11)
 PSS007947|
East Asian Ancestry|
1,801 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Cancer of brain — — Partial Correlation (partial-r): 0.0004 [-0.0461, 0.0468] sex, age, birth date, deprivation index, 16 PCs —
PPM009367 PGS001808
(portability-PLR_191.11)
 PSS009278|
European Ancestry|
19,895 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Cancer of brain — — Partial Correlation (partial-r): 0.0144 sex, age, birth date, deprivation index, 16 PCs —
PPM009368 PGS001808
(portability-PLR_191.11)
 PSS009052|
European Ancestry|
4,114 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Cancer of brain — — Partial Correlation (partial-r): 0.0179 [-0.0128, 0.0485] sex, age, birth date, deprivation index, 16 PCs —
PPM009369 PGS001808
(portability-PLR_191.11)
 PSS008606|
European Ancestry|
6,626 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Cancer of brain — — Partial Correlation (partial-r): 0.0237 sex, age, birth date, deprivation index, 16 PCs —
PPM009370 PGS001808
(portability-PLR_191.11)
 PSS008160|
South Asian Ancestry|
6,310 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Cancer of brain — — Partial Correlation (partial-r): 0.0098 [-0.0149, 0.0345] sex, age, birth date, deprivation index, 16 PCs —
PPM009372 PGS001808
(portability-PLR_191.11)
 PSS007729|
African Ancestry|
2,477 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Cancer of brain — — Partial Correlation (partial-r): 0.0217 [-0.0179, 0.0612] sex, age, birth date, deprivation index, 16 PCs —
PPM009373 PGS001808
(portability-PLR_191.11)
 PSS008832|
African Ancestry|
3,913 individuals
 PGP000263 |
Privé F et al. Am J Hum Genet (2022)
 Reported Trait: Cancer of brain — — Partial Correlation (partial-r): 0.0343 [0.0029, 0.0657] sex, age, birth date, deprivation index, 16 PCs —

Evaluated Samples

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
PSS008832 — — 3,913 individuals — African unspecified Nigeria (West Africa) UKB —
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 —
PSS007947 — — 1,801 individuals — East Asian China (East Asia) UKB —
PSS007729 — — 2,477 individuals — African American or Afro-Caribbean Carribean UKB —
PSS008606 — — 6,626 individuals — European Italy (South Europe) UKB —
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 —
PSS009052 — — 4,114 individuals — European Poland (NE Europe) UKB —
PSS009278 — — 19,895 individuals — European UK (+ Ireland) UKB —
PSS008160 — — 6,310 individuals — South Asian India (South Asia) UKB —