Trait: magnetic resonance imaging of the heart

Experimental Factor Ontology (EFO) Information
Identifier EFO_0022611
Description Magnetic resonance imaging focused on the heart.
Trait category
Cardiovascular measurement
Synonym cardiac MRI

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)
PGS018358
(GWAS_disc_Z1_S5)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z1_S5 magnetic resonance imaging of the heart 1,105,487
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018358/ScoringFiles/PGS018358.txt.gz
PGS018359
(GWAS_disc_Z4_S4)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z4_S4 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018359/ScoringFiles/PGS018359.txt.gz
PGS018360
(GWAS_disc_Z5_S5)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z5_S5 magnetic resonance imaging of the heart 1,105,486
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018360/ScoringFiles/PGS018360.txt.gz
PGS018361
(GWAS_disc_Z6_S2)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z6_S2 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018361/ScoringFiles/PGS018361.txt.gz
PGS018362
(GWAS_disc_Z10_S4)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z10_S4 magnetic resonance imaging of the heart 1,105,487
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018362/ScoringFiles/PGS018362.txt.gz
PGS018363
(GWAS_disc_Z12_S4)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z12_S4 magnetic resonance imaging of the heart 1,105,486
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018363/ScoringFiles/PGS018363.txt.gz
PGS018364
(GWAS_disc_Z14_S2)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z14_S2 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018364/ScoringFiles/PGS018364.txt.gz
PGS018365
(GWAS_disc_Z20_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z20_S1 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018365/ScoringFiles/PGS018365.txt.gz
PGS018366
(GWAS_disc_Z22_S2)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z22_S2 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018366/ScoringFiles/PGS018366.txt.gz
PGS018367
(GWAS_disc_Z26_S3)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z26_S3 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018367/ScoringFiles/PGS018367.txt.gz
PGS018368
(GWAS_disc_Z27_S2)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z27_S2 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018368/ScoringFiles/PGS018368.txt.gz
PGS018369
(GWAS_disc_Z28_S2)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z28_S2 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018369/ScoringFiles/PGS018369.txt.gz
PGS018370
(GWAS_disc_Z28_S4)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z28_S4 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018370/ScoringFiles/PGS018370.txt.gz
PGS018371
(GWAS_disc_Z29_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z29_S1 magnetic resonance imaging of the heart 1,105,487
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018371/ScoringFiles/PGS018371.txt.gz
PGS018372
(GWAS_disc_Z31_S5)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z31_S5 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018372/ScoringFiles/PGS018372.txt.gz
PGS018373
(GWAS_disc_Z32_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z32_S1 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018373/ScoringFiles/PGS018373.txt.gz
PGS018374
(GWAS_disc_Z35_S5)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z35_S5 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018374/ScoringFiles/PGS018374.txt.gz
PGS018375
(GWAS_disc_Z38_S5)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z38_S5 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018375/ScoringFiles/PGS018375.txt.gz
PGS018376
(GWAS_disc_Z41_S2)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z41_S2 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018376/ScoringFiles/PGS018376.txt.gz
PGS018377
(GWAS_disc_Z44_S3)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z44_S3 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018377/ScoringFiles/PGS018377.txt.gz
PGS018378
(GWAS_disc_Z49_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z49_S1 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018378/ScoringFiles/PGS018378.txt.gz
PGS018379
(GWAS_disc_Z51_S4)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z51_S4 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018379/ScoringFiles/PGS018379.txt.gz
PGS018380
(GWAS_disc_Z53_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z53_S1 magnetic resonance imaging of the heart 1,105,486
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018380/ScoringFiles/PGS018380.txt.gz
PGS018381
(GWAS_disc_Z66_S2)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z66_S2 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018381/ScoringFiles/PGS018381.txt.gz
PGS018382
(GWAS_disc_Z77_S3)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z77_S3 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018382/ScoringFiles/PGS018382.txt.gz
PGS018383
(GWAS_disc_Z78_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z78_S1 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018383/ScoringFiles/PGS018383.txt.gz
PGS018384
(GWAS_disc_Z80_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z80_S1 magnetic resonance imaging of the heart 1,105,486
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018384/ScoringFiles/PGS018384.txt.gz
PGS018385
(GWAS_disc_Z82_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z82_S1 magnetic resonance imaging of the heart 1,105,490
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018385/ScoringFiles/PGS018385.txt.gz
PGS018386
(GWAS_disc_Z85_S5)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z85_S5 magnetic resonance imaging of the heart 1,105,484
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018386/ScoringFiles/PGS018386.txt.gz
PGS018387
(GWAS_disc_Z86_S3)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z86_S3 magnetic resonance imaging of the heart 1,105,490
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018387/ScoringFiles/PGS018387.txt.gz
PGS018388
(GWAS_disc_Z87_S3)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z87_S3 magnetic resonance imaging of the heart 1,105,486
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018388/ScoringFiles/PGS018388.txt.gz
PGS018389
(GWAS_disc_Z89_S4)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z89_S4 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018389/ScoringFiles/PGS018389.txt.gz
PGS018390
(GWAS_disc_Z92_S5)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z92_S5 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018390/ScoringFiles/PGS018390.txt.gz
PGS018391
(GWAS_disc_Z93_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z93_S1 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018391/ScoringFiles/PGS018391.txt.gz
PGS018392
(GWAS_disc_Z94_S5)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z94_S5 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018392/ScoringFiles/PGS018392.txt.gz
PGS018393
(GWAS_disc_Z95_S3)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z95_S3 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018393/ScoringFiles/PGS018393.txt.gz
PGS018394
(GWAS_disc_Z97_S2)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z97_S2 magnetic resonance imaging of the heart 1,105,486
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018394/ScoringFiles/PGS018394.txt.gz
PGS018395
(GWAS_disc_Z100_S3)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z100_S3 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018395/ScoringFiles/PGS018395.txt.gz
PGS018396
(GWAS_disc_Z105_S4)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z105_S4 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018396/ScoringFiles/PGS018396.txt.gz
PGS018397
(GWAS_disc_Z106_S4)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z106_S4 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018397/ScoringFiles/PGS018397.txt.gz
PGS018398
(GWAS_disc_Z108_S5)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z108_S5 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018398/ScoringFiles/PGS018398.txt.gz
PGS018399
(GWAS_disc_Z111_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z111_S1 magnetic resonance imaging of the heart 1,105,486
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018399/ScoringFiles/PGS018399.txt.gz
PGS018400
(GWAS_disc_Z111_S5)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z111_S5 magnetic resonance imaging of the heart 1,105,486
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018400/ScoringFiles/PGS018400.txt.gz
PGS018401
(GWAS_disc_Z117_S4)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z117_S4 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018401/ScoringFiles/PGS018401.txt.gz
PGS018402
(GWAS_disc_Z118_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z118_S1 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018402/ScoringFiles/PGS018402.txt.gz
PGS018403
(GWAS_disc_Z122_S1)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z122_S1 magnetic resonance imaging of the heart 1,105,486
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018403/ScoringFiles/PGS018403.txt.gz
PGS018404
(GWAS_disc_Z125_S4)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z125_S4 magnetic resonance imaging of the heart 1,105,488
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018404/ScoringFiles/PGS018404.txt.gz
PGS018405
(GWAS_disc_Z127_S4)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z127_S4 magnetic resonance imaging of the heart 1,105,484
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018405/ScoringFiles/PGS018405.txt.gz
PGS018406
(GWAS_disc_Z127_S5)
PGP000826 |
Ometto S et al. Nat Commun (2026)
Cardiac MRI 3D diffusion-autoencoder latent phenotype Z127_S5 magnetic resonance imaging of the heart 1,105,485
-
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS018406/ScoringFiles/PGS018406.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

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