Predicted Trait | |
Reported Trait | Monocyte percentage of white cells |
Mapped Trait(s) | monocyte percentage of leukocytes (EFO_0007989) |
Additional Trait Information | MONO% |
Score Construction | |
PGS Name | mono_p |
Variants | |
Original Genome Build | GRCh37 |
Number of Variants | 583 |
Development Method | |
Name | Regularized Regression (Elastic Net) |
Parameters | Variants included in the regression were selected according to their GWAS significance (p < 8.31e-9) and a subsequent conditional analysis (r2 threshold = 0.9); effect sizes of variants are estimated by regularized regression |
PGS Source | |
PGS Catalog Publication (PGP) ID | PGP000051 |
Citation (link to publication) | Xu Y et al. bioRxiv (2020) Preprint |
Study Identifiers | Sample Numbers | Sample Ancestry |
---|---|---|
403,136 individuals, 46.0 % Male samples |
European |
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 |
---|---|---|---|---|---|---|---|
— | — | 322,509 individuals, 46.0 % Male samples |
Mean = 57.22 years Range = [38.87, 72.91] years |
European | — | UKB | — |
PGS Performance Metric ID (PPM ID) |
PGS Sample Set ID (PSS ID) |
Performance Source | Trait |
PGS Effect Sizes (per SD change) |
PGS Classification Metrics | Other Metrics | Covariates Included in the Model | PGS Performance: Other Relevant Information |
---|---|---|---|---|---|---|---|---|
PPM000238 | PSS000168 | PGP000051 Xu Y et al. bioRxiv (2020) Pre |
Reported Trait: Monocyte percentage of white cells | — | — | Pearson correlation coefficent (r): 0.4395 | age, sex, 10 PCs of ancestry, lifestyle factors (diet, smoking, alcohol consumption), technical covariates (the time between venepuncture and full blood cell analysis, seasonal effects, centre of sample collection, time dependent drift of equipment, systematic differences in equipment) | UKB Testing Set - these samples were held out from Score Development (regression training) but overlap with the samples used for variant selection (GWAS) |
PPM000239 | PSS000142 | PGP000051 Xu Y et al. bioRxiv (2020) Pre |
Reported Trait: Monocyte percentage of white cells | — | — | Pearson correlation coefficent (r): 0.4207 | age, sex, 10 PCs of ancestry, lifestyle factors (diet, smoking, alcohol consumption), technical covariates (the time between venepuncture and full blood cell analysis, seasonal effects, centre of sample collection, time dependent drift of equipment, systematic differences in equipment) | — |
PGS Sample Set ID (PSS ID) |
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 |
---|---|---|---|---|---|---|---|---|
PSS000142 | — | — | 39,189 individuals, 50.0 % Male samples |
Mean = 43.83 years Range = [18.0, 76.4] years |
European | — | INTERVAL | — |
PSS000168 | — | — | 80,627 individuals, 46.0 % Male samples |
Mean = 57.23 years Range = [40.19, 71.1] years |
European | — | UKB | — |