PGS Publication: PGP000766

Publication Information (EuropePMC)
Title Polygenic scores for cardiovascular risk factors improve estimation of clinical outcomes in CCB treatment compared to pharmacogenetic variants alone.
PubMed ID 38632276(Europe PMC)
doi 10.1038/s41397-024-00333-2
Publication Date April 17, 2024
Journal Pharmacogenomics J
Author(s) Türkmen D, Bowden J, Masoli JAH, Delgado J, Kuo CL, Melzer D, Pilling LC.
Released in PGS Catalog: Oct. 6, 2025

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

PGS Developed By This Publication

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)
PGS005315
(ALM_PRS)
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Appendicular lean mass lean body mass 630
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS005315/ScoringFiles/PGS005315.txt.gz
PGS005316
(BFM_PRS)
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Body fat mass body fat distribution 403
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS005316/ScoringFiles/PGS005316.txt.gz
PGS005317
(DBP_PRS)
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Diastolic blood pressure diastolic blood pressure 297
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS005317/ScoringFiles/PGS005317.txt.gz
PGS005318
(eGFR_PRS)
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
eGFR glomerular filtration rate 49
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS005318/ScoringFiles/PGS005318.txt.gz
PGS005319
(HF_PRS)
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Heart failure heart failure 12
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS005319/ScoringFiles/PGS005319.txt.gz
PGS005320
(LPA_PRS)
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Lipoprotein (a) lipoprotein A measurement 36
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS005320/ScoringFiles/PGS005320.txt.gz
PGS005321
(SBP_PRS)
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Systolic blood pressure systolic blood pressure 240
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS005321/ScoringFiles/PGS005321.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
PPM023056 PGS005316
(BFM_PRS)
PSS012106|
European Ancestry|
32,360 individuals
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Reported Trait: Incident heart failure HR: 1.12 [1.07, 1.18] sex, age at first prescription and genetic principal components 1 to 10
PPM023057 PGS005316
(BFM_PRS)
PSS012106|
European Ancestry|
32,360 individuals
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Reported Trait: Coronary heart disease HR: 1.05 [1.02, 1.08] sex, age at first prescription and genetic principal components 1 to 10
PPM023058 PGS005316
(BFM_PRS)
PSS012106|
European Ancestry|
32,360 individuals
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Reported Trait: Discontinuation of dCCB prescribing HR: 1.04 [1.02, 1.06] sex, age at first prescription and genetic principal components 1 to 10
PPM023059 PGS005315
(ALM_PRS)
PSS012106|
European Ancestry|
32,360 individuals
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Reported Trait: Incident heart failure HR: 1.06 [1.01, 1.11] sex, age at first prescription and genetic principal components 1 to 10
PPM023060 PGS005315
(ALM_PRS)
PSS012106|
European Ancestry|
32,360 individuals
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Reported Trait: Discontinuation of dCCB prescribing HR: 1.02 [1.0, 1.04] sex, age at first prescription and genetic principal components 1 to 10
PPM023061 PGS005320
(LPA_PRS)
PSS012106|
European Ancestry|
32,360 individuals
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Reported Trait: Incident heart failure HR: 1.09 [1.04, 1.14] sex, age at first prescription and genetic principal components 1 to 10
PPM023062 PGS005320
(LPA_PRS)
PSS012106|
European Ancestry|
32,360 individuals
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Reported Trait: Coronary heart disease HR: 1.11 [1.08, 1.14] sex, age at first prescription and genetic principal components 1 to 10
PPM023063 PGS005321
(SBP_PRS)
PSS012106|
European Ancestry|
32,360 individuals
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Reported Trait: Discontinuation of dCCB prescribing HR: 0.96 [0.94, 0.98] sex, age at first prescription and genetic principal components 1 to 10
PPM023064 PGS005317
(DBP_PRS)
PSS012106|
European Ancestry|
32,360 individuals
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Reported Trait: Discontinuation of dCCB prescribing HR: 0.98 [0.96, 1.0] sex, age at first prescription and genetic principal components 1 to 10
PPM023065 PGS005318
(eGFR_PRS)
PSS012106|
European Ancestry|
32,360 individuals
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Reported Trait: Chronic kidney disease HR: 1.06 [1.01, 1.1] sex, age at first prescription and genetic principal components 1 to 10
PPM023066 PGS005319
(HF_PRS)
PSS012106|
European Ancestry|
32,360 individuals
PGP000766 |
Türkmen D et al. Pharmacogenomics J (2024)
Reported Trait: Incident heart failure HR: 1.14 [1.09, 1.19] sex, age at first prescription and genetic principal components 1 to 10

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
PSS012106 32,360 individuals,
54.4 % Male samples
European UKB