Trait: Increased blood pressure

Trait Information
Identifier HP_0032263
Description Abnormal increase in blood pressure. An individual measurement of increased blood pressure does not necessarily imply hypertension. In practical terms, multiple measurements are recommended to diagnose the presence of hypertension. [PMID: 9137951]
Trait category
Cardiovascular disease
Synonym Increased BP

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)
PGS000935
(GBE_INI2966)
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 High blood pressure, age at diagnosis age at diagnosis,
Increased blood pressure		 370
-
 https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000935/ScoringFiles/PGS000935.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
PPM007502 PGS000935
(GBE_INI2966)
 PSS006881|
African Ancestry|
2,132 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Age high BP diagnosed — — R²: 0.30909 [0.29042, 0.32776]
Incremental R2 (full-covars): -0.00137
PGS R2 (no covariates): 0.00048 [-0.00058, 0.00155]		 age, sex, UKB array type, Genotype PCs —
PPM007503 PGS000935
(GBE_INI2966)
 PSS006882|
East Asian Ancestry|
324 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Age high BP diagnosed — — R²: 0.45043 [0.41548, 0.48538]
Incremental R2 (full-covars): 0.00012
PGS R2 (no covariates): 0.00802 [-0.0004, 0.01644]		 age, sex, UKB array type, Genotype PCs —
PPM007504 PGS000935
(GBE_INI2966)
 PSS006883|
European Ancestry|
5,696 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Age high BP diagnosed — — R²: 0.35176 [0.34221, 0.3613]
Incremental R2 (full-covars): -7e-05
PGS R2 (no covariates): 0.00205 [0.00093, 0.00318]		 age, sex, UKB array type, Genotype PCs —
PPM007505 PGS000935
(GBE_INI2966)
 PSS006884|
South Asian Ancestry|
2,038 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Age high BP diagnosed — — R²: 0.3864 [0.36951, 0.40329]
Incremental R2 (full-covars): 0.00339
PGS R2 (no covariates): 0.00948 [0.00521, 0.01375]		 age, sex, UKB array type, Genotype PCs —
PPM007506 PGS000935
(GBE_INI2966)
 PSS006885|
European Ancestry|
17,194 individuals
 PGP000244 |
Tanigawa Y et al. PLoS Genet (2022)
 Reported Trait: Age high BP diagnosed — — R²: 0.30232 [0.29652, 0.30811]
Incremental R2 (full-covars): 0.00145
PGS R2 (no covariates): 0.00247 [0.00172, 0.00322]		 age, sex, UKB array type, Genotype 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
PSS006881 — — 2,132 individuals — African unspecified — UKB —
PSS006882 — — 324 individuals — East Asian — UKB —
PSS006883 — — 5,696 individuals — European non-white British ancestry UKB —
PSS006884 — — 2,038 individuals — South Asian — UKB —
PSS006885 — — 17,194 individuals — European white British ancestry UKB Testing cohort (heldout set)