Polygenic Score (PGS) ID: PGS003319

Predicted Trait
Reported Trait Insomnia
Mapped Trait(s) insomnia (EFO_0004698)
Additional Trait Information Sleep duration; Binary
Released in PGS Catalog: Nov. 23, 2022
Download Score FTP directory
Terms and Licenses
PGS obtained from the Catalog should be cited appropriately, and used in accordance with any licensing restrictions set by the authors. See EBI Terms of Use (https://www.ebi.ac.uk/about/terms-of-use/) for additional details.

Score Details

Score Construction
PGS Name ExPRSweb_Insomnia_1160_LASSOSUM_MGI_20211120
Development Method
Name lassosum
Parameters Lassosum 0.4.4 (MAF >= 1%; autosomal variants only)s=1;Lambda=0.00546
Variants
Original Genome Build GRCh37
Number of Variants 578,551
Effect Weight Type beta
PGS Source
PGS Catalog Publication (PGP) ID PGP000393
Citation (link to publication) Ma Y et al. Am J Hum Genet (2022)
Ancestry Distribution
Source of Variant
Associations (GWAS)
European: 100%
359,020 individuals (100%)
Score Development/Training
European: 100%
18,537 individuals (100%)
PGS Evaluation
European: 100%
1 Sample Sets

Development Samples

Source of Variant Associations (GWAS)
Study Identifiers Sample Numbers Sample Ancestry Cohort(s)
— 359,020 individuals European UKB
Score Development/Training
Study Identifiers Sample Numbers Sample Ancestry Cohort(s) Phenotype Definitions & Methods Age of Study Participants Participant Follow-up Time Additional Ancestry Description Additional Sample/Cohort Information
—
[
  • 2,694 cases
  • , 15,843 controls
]
 European NR PheCode 327.4 (http://phewascatalog.org/); Binary — — — —

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) 		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
PPM015908 PSS010009|
European Ancestry|
18,641 individuals
 PGP000393 |
Ma Y et al. Am J Hum Genet (2022)
 Reported Trait: Insomnia OR: 0.978 [0.932, 1.028]
β: -0.0217 (0.025)		 AUROC: 0.498 [0.486, 0.51] — SEX,AGE,Batch,PC1,PC2,PC3,PC4 —

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
PSS010009 PheCode 327.4 (http://phewascatalog.org/); Binary —
[
  • 2,830 cases
  • , 15,811 controls
]
 — European — MGI —