PGS Publication: PGP000747

Publication Information (EuropePMC)
Title Multitrait analyses identify genetic variants associated with aortic valve function and aortic stenosis risk.
PubMed ID 41419685(Europe PMC)
doi 10.1038/s41588-025-02397-7
Publication Date Dec. 19, 2025
Journal Nat Genet
Author(s) Kany S, Rämö JT, Hou C, Jurgens SJ, Khurshid S, Nauffal V, Cunningham JW, Lau ES, Koyama S, FinnGen, Ho JE, Olgin JE, Elmariah S, Palotie A, Lindsay ME, Ellinor PT, Pirruccello JP.
Released in PGS Catalog: Jan. 19, 2026

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)
PGS005257
(aortic_valve_area)
PGP000747 |
Kany S et al. Nat Genet (2025)
Aortic valve area aortic measurement 1,111,632
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS005257/ScoringFiles/PGS005257.txt.gz
PGS005256
(peak_velocity)
PGP000747 |
Kany S et al. Nat Genet (2025)
Peak aortic velocity aortic stenosis,
aortic measurement
1,111,632
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS005256/ScoringFiles/PGS005256.txt.gz
PGS005254
(aortic_stenosis)
PGP000747 |
Kany S et al. Nat Genet (2025)
Aortic stenosis aortic stenosis 1,110,912
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS005254/ScoringFiles/PGS005254.txt.gz
PGS005255
(mean_gradient)
PGP000747 |
Kany S et al. Nat Genet (2025)
Mean pressure gradient aortic stenosis,
aortic measurement
1,111,632
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS005255/ScoringFiles/PGS005255.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
PPM022737 PGS005254
(aortic_stenosis)
PSS012068|
European Ancestry|
244,450 individuals
PGP000747 |
Kany S et al. Nat Genet (2025)
Reported Trait: incident aortic stenosis HR: 1.64 [1.5, 1.78] self-reported sex, age at DNA collection, age2 at DNA collection, and the first five principal components of genetic ancestry.
PPM022738 PGS005255
(mean_gradient)
PSS012068|
European Ancestry|
244,450 individuals
PGP000747 |
Kany S et al. Nat Genet (2025)
Reported Trait: incident aortic stenosis HR: 1.53 [1.4, 1.66] self-reported sex, age at DNA collection, age2 at DNA collection, and the first five principal components of genetic ancestry.
PPM022739 PGS005256
(peak_velocity)
PSS012068|
European Ancestry|
244,450 individuals
PGP000747 |
Kany S et al. Nat Genet (2025)
Reported Trait: incident aortic stenosis HR: 1.53 [1.41, 1.67] self-reported sex, age at DNA collection, age2 at DNA collection, and the first five principal components of genetic ancestry.
PPM022740 PGS005257
(aortic_valve_area)
PSS012068|
European Ancestry|
244,450 individuals
PGP000747 |
Kany S et al. Nat Genet (2025)
Reported Trait: incident aortic stenosis HR: 0.71 [0.65, 0.77] self-reported sex, age at DNA collection, age2 at DNA collection, and the first five principal components of genetic ancestry.

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
PSS012068 incident aortic stenosis (using ICD and CPT codes)
[
  • 496 cases
  • , 243,954 controls
]
European AllofUs