Polygenic Score (PGS) ID: PGS001894

Predicted Trait
Reported Trait Diagnosed with coeliac disease or gluten sensitivity
Mapped Trait(s) celiac disease (EFO_0001060)
Additional Trait Information digestive
Released in PGS Catalog: Jan. 10, 2022
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Score Details

Score Construction
PGS Name portability-PLR_celiac_gluten
Development Method
Name Penalized regression (bigstatsr)
Parameters HapMap3 variants
Variants
Original Genome Build GRCh37
Number of Variants 484
Effect Weight Type beta
PGS Source
PGS Catalog Publication (PGP) ID PGP000263
Citation (link to publication) Privé F et al. Am J Hum Genet (2022)
Ancestry Distribution
Score Development/Training
European: 100%
391,124 individuals (100%)
PGS Evaluation
European: 42.9%
African: 28.6%
Greater Middle Eastern: 14.3%
South Asian: 14.3%
7 Sample Sets

Development Samples

Score Development/Training
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
391,124 individuals European UK (+ Ireland) 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
PPM010037 PSS009164|
European Ancestry|
1,354 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Diagnosed with coeliac disease or gluten sensitivity Partial Correlation (partial-r): 0.0796 [0.026, 0.1327] sex, age, birth date, deprivation index, 16 PCs
PPM010038 PSS008718|
European Ancestry|
2,442 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Diagnosed with coeliac disease or gluten sensitivity Partial Correlation (partial-r): 0.0358 [-0.0041, 0.0755] sex, age, birth date, deprivation index, 16 PCs
PPM010039 PSS008492|
Greater Middle Eastern Ancestry|
208 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Diagnosed with coeliac disease or gluten sensitivity Partial Correlation (partial-r): 0.0295 [-0.1141, 0.1719] sex, age, birth date, deprivation index, 16 PCs
PPM010040 PSS008270|
South Asian Ancestry|
908 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Diagnosed with coeliac disease or gluten sensitivity Partial Correlation (partial-r): 0.0219 [-0.0439, 0.0876] sex, age, birth date, deprivation index, 16 PCs
PPM010041 PSS007834|
African Ancestry|
400 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Diagnosed with coeliac disease or gluten sensitivity Partial Correlation (partial-r): -0.0127 [-0.1132, 0.088] sex, age, birth date, deprivation index, 16 PCs
PPM010042 PSS008938|
African Ancestry|
526 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Diagnosed with coeliac disease or gluten sensitivity Partial Correlation (partial-r): 0.0162 [-0.0711, 0.1032] sex, age, birth date, deprivation index, 16 PCs
PPM010036 PSS009390|
European Ancestry|
7,142 individuals
PGP000263 |
Privé F et al. Am J Hum Genet (2022)
Reported Trait: Diagnosed with coeliac disease or gluten sensitivity Partial Correlation (partial-r): 0.0993 [0.0763, 0.1223] sex, age, birth date, deprivation index, 16 PCs

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
PSS008938 526 individuals African unspecified Nigeria (West Africa) UKB
PSS009164 1,354 individuals European Poland (NE Europe) UKB
PSS008492 208 individuals Greater Middle Eastern (Middle Eastern, North African or Persian) Iran (Middle East) UKB
PSS008718 2,442 individuals European Italy (South Europe) UKB
PSS008270 908 individuals South Asian India (South Asia) UKB
PSS009390 7,142 individuals European UK (+ Ireland) UKB
PSS007834 400 individuals African American or Afro-Caribbean Carribean UKB