Polygenic Score (PGS) ID: PGS004286

Predicted Trait
Reported Trait Alzheimer's disease
Mapped Trait(s) Alzheimer disease (MONDO_0004975)
Released in PGS Catalog: June 12, 2024
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Score Details

Score Construction
PGS Name GenoBoost_alzheimer_s_disease_1
Development Method
Name GenoBoost
Parameters lr=0.05, #snv=10, model=Additive GenoBoost
Variants
Original Genome Build hg19
Number of Variants 10
Effect Weight Type beta
PGS Source
PGS Catalog Publication (PGP) ID PGP000546
Citation (link to publication) Ohta R et al. Nat Commun (2024)
Ancestry Distribution
Score Development/Training
European: 100%
269,710 individuals (100%)
PGS Evaluation
European: 100%
1 Sample Sets

Development Samples

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
—
[
  • 1,623 cases
  • , 268,087 controls
]
,
46.4 % Male samples
 European
(White British)		 UKB — — — — —

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
PPM020354 PSS011336|
European Ancestry|
67,428 individuals
 PGP000546 |
Ohta R et al. Nat Commun (2024)
 Reported Trait: Alzheimer's disease — AUROC: 0.8321 Covariate-adjusted pseudo-R2: 0.04019
AUPRC: 0.8321		 age, sex, PC1-10 —

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
PSS011336 — —
[
  • 437 cases
  • , 66,991 controls
]
,
46.0 % Male samples
 — European
(White British)		 — UKB —