Polygenic Score (PGS) ID: PGS002787

Predicted Trait
Reported Trait Type 1 bipolar disorder
Mapped Trait(s) bipolar I disorder (EFO_0009963)
Released in PGS Catalog: Sept. 29, 2022
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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 BD1_SDPR
Development Method
Name SDPR
Parameters used hapmap3 SNPs from genotype in 1000G as the reference panel, MAF>0.05
Variants
Original Genome Build hg19
Number of Variants 937,511
Effect Weight Type beta
PGS Source
PGS Catalog Publication (PGP) ID PGP000370
Citation (link to publication) Gui Y et al. Transl Psychiatry (2022)
Ancestry Distribution
Source of Variant
Associations (GWAS)
European: 100%
46,237 individuals (100%)
PGS Evaluation
European: 100%
4 Sample Sets

Development Samples

Source of Variant Associations (GWAS)
Study Identifiers Sample Numbers Sample Ancestry Cohort(s)
GWAS Catalog: GCST008115
Europe PMC: 31043756
 46,237 individuals European PGC

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
PPM015116 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (anxious/depressed) — — partial R²: 3.60e-06 age, PCs1-3 —
PPM015117 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (withdrawn) — — partial R²: 9e-05 age, PCs1-3 —
PPM015118 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (somatic symptoms) — — partial R²: 8e-05 age, PCs1-3 —
PPM015119 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (social problems) — — partial R²: 0.00025 age, PCs1-3 —
PPM015120 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (thought problems) — — partial R²: 5e-05 age, PCs1-3 —
PPM015121 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (attention problems) — — partial R²: 3e-05 age, PCs1-3 —
PPM015122 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (rule breaking) — — partial R²: 0.00015 age, PCs1-3 —
PPM015123 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (aggressive behaviour) — — partial R²: 1e-05 age, PCs1-3 —
PPM015124 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (internalising) — — partial R²: 7.64e-07 age, PCs1-3 —
PPM015125 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (externalising) — — partial R²: 4e-05 age, PCs1-3 —
PPM015126 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (total problems) — — partial R²: 1.57e-09 age, PCs1-3 —
PPM015127 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 depression) — — partial R²: 0.00019 age, PCs1-3 —
PPM015128 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 anxety disorder) — — partial R²: 3.52e-06 age, PCs1-3 —
PPM015129 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 somatic problem) — — partial R²: 0.00014 age, PCs1-3 —
PPM015130 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 adhd) — — partial R²: 2.44e-06 age, PCs1-3 —
PPM015132 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 conduct) — — partial R²: 3.41e-06 age, PCs1-3 —
PPM015133 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Sluggish cognitive tempo) — — partial R²: 3e-05 age, PCs1-3 —
PPM015134 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Obsessive compulsive disorder) — — partial R²: 0.00031 age, PCs1-3 —
PPM015135 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (stress) — — partial R²: 2e-05 age, PCs1-3 —
PPM015136 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (Picture vocabulary) — — partial R²: 3e-05 age, PCs1-3 —
PPM015137 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (Flanker test) — — partial R²: 9e-05 age, PCs1-3 —
PPM015138 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (list sorting) — — partial R²: 0.00046 age, PCs1-3 —
PPM015139 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (card sorting) — — partial R²: 0.00067 age, PCs1-3 —
PPM015140 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (pattern comparison) — — partial R²: 0.00164 age, PCs1-3 —
PPM015141 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (Picture sequence) — — partial R²: 0.00045 age, PCs1-3 —
PPM015142 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (reading) — — partial R²: 2e-05 age, PCs1-3 —
PPM015144 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (Crystallized composite) — — partial R²: 5e-05 age, PCs1-3 —
PPM015145 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (Cognitive total) — — partial R²: 0.00115 age, PCs1-3 —
PPM015146 PSS009953|
European Ancestry|
68,614 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (fluid composite) — — partial R²: 0.00013 age, PCs1-10 the observed partial R² were higher than random R²s
PPM015147 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (anxious/depressed) — — partial R²: 0.00068 age, PCs1-3 —
PPM015148 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (withdrawn) — — partial R²: 7.61e-07 age, PCs1-3 —
PPM015149 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (somatic symptoms) — — partial R²: 0.00059 age, PCs1-3 —
PPM015150 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (social problems) — — partial R²: 0.00013 age, PCs1-3 —
PPM015151 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (thought problems) — — partial R²: 0.00051 age, PCs1-3 —
PPM015152 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (attention problems) — — partial R²: 2e-05 age, PCs1-3 —
PPM015153 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (rule breaking) — — partial R²: 0.00053 age, PCs1-3 —
PPM015155 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (internalising) — — partial R²: 0.00055 age, PCs1-3 —
PPM015156 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (externalising) — — partial R²: 0.00037 age, PCs1-3 —
PPM015157 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (total problems) — — partial R²: 0.00066 age, PCs1-3 —
PPM015158 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 depression) — — partial R²: 0.00275 age, PCs1-3 —
PPM015159 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 anxety disorder) — — partial R²: 0.00081 age, PCs1-3 —
PPM015160 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 somatic problem) — — partial R²: 0.00012 age, PCs1-3 —
PPM015161 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 adhd) — — partial R²: 1.13e-06 age, PCs1-3 —
PPM015162 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 opppsit) — — partial R²: 0.00032 age, PCs1-3 —
PPM015163 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 conduct) — — partial R²: 0.00024 age, PCs1-3 —
PPM015164 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Sluggish cognitive tempo) — — partial R²: 0.00022 age, PCs1-3 —
PPM015166 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (stress) — — partial R²: 0.00057 age, PCs1-3 —
PPM015167 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (Picture vocabulary) — — partial R²: 0.00079 age, PCs1-3 —
PPM015168 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (Flanker test) — — partial R²: 0.00021 age, PCs1-3 —
PPM015169 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (list sorting) — — partial R²: 0.00022 age, PCs1-3 —
PPM015170 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (card sorting) — — partial R²: 4e-05 age, PCs1-3 —
PPM015171 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (pattern comparison) — — partial R²: 0.00016 age, PCs1-3 —
PPM015172 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (Picture sequence) — — partial R²: 7e-05 age, PCs1-3 —
PPM015173 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (reading) — — partial R²: 0.00036 age, PCs1-3 —
PPM015174 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (fluid composite) — — partial R²: 5.31e-06 age, PCs1-3 —
PPM015175 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (Crystallized composite) — — partial R²: 0.00072 age, PCs1-3 —
PPM015176 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (Cognitive total) — — partial R²: 0.00027 age, PCs1-3 —
PPM015131 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Dsm5 opppsit) — — partial R²: 2.94e-06 age, PCs1-3 —
PPM015143 PSS009950|
European Ancestry|
2,524 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (fluid composite) — — partial R²: 0.00151 age, PCs1-3 —
PPM015154 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (aggressive behaviour) — — partial R²: 0.00026 age, PCs1-3 —
PPM015165 PSS009949|
European Ancestry|
2,198 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Psychiatric behavior (Obsessive compulsive disorder) — — partial R²: 0.0001 age, PCs1-3 —
PPM015177 PSS009951|
European Ancestry|
78,561 individuals
 PGP000370 |
Gui Y et al. Transl Psychiatry (2022)
 Reported Trait: Cognitive function (fluid composite) — — partial R²: 0.00012 age, PCs1-10 the observed partial R² were higher than random R²s

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
PSS009949 NIH Toolbox was used to measure cognition in ABCD. Children’s problems and competencies were rated using the parent-reported Children Behavior Checklist (CBCL). Details of the ABCD MRI data acquisition and analysis have been published previously. — 2,198 individuals,
0.0 % Male samples
 Mean = 9.89 years
Sd = 0.61 years		 European — ABCD —
PSS009950 NIH Toolbox was used to measure cognition in ABCD. Children’s problems and competencies were rated using the parent-reported Children Behavior Checklist (CBCL). Details of the ABCD MRI data acquisition and analysis have been published previously. — 2,524 individuals,
100.0 % Male samples
 Mean = 9.92 years
Sd = 0.62 years		 European — ABCD —
PSS009951 Fluid intelligence test — 78,561 individuals,
0.0 % Male samples
 Mean = 57.46 years
Sd = 8.08 years		 European — UKB —
PSS009953 Fluid intelligence test — 68,614 individuals,
100.0 % Male samples
 Mean = 58.39 years
Sd = 8.36 years		 European — UKB —