PGS Publication: PGP000261

Publication Information (EuropePMC)
Title Integration of questionnaire-based risk factors improves polygenic risk scores for human coronary heart disease and type 2 diabetes.
PubMed ID 35197564(Europe PMC)
doi 10.1038/s42003-021-02996-0
Publication Date Feb. 23, 2022
Journal Commun Biol
Author(s) Tamlander M, Mars N, Pirinen M, FinnGen, Widén E, Ripatti S.
Released in PGS Catalog: Feb. 23, 2022

Associated Polygenic Score(s)

Filter PGS by Participant Ancestry
Individuals included in:
G - Source of Variant Associations (GWAS)
D - Score Development/Training
E - PGS Evaluation
List of ancestries includes:
Display options:
Ancestry legend
Multi-ancestry (including European)
Multi-ancestry (excluding European)
African
East Asian
South Asian
Additional Asian Ancestries
European
Greater Middle Eastern
Hispanic or Latin American
Additional Diverse Ancestries
Not Reported

PGS Developed By This Publication

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Polygenic Score ID & Name
PGS Publication ID (PGP)
Reported Trait
Mapped Trait(s) (Ontology)
Number of Variants
Ancestry distribution
GWAS
Dev
Eval
Scoring File (FTP Link)
PGS001780
(CHD_PRSCS)
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Coronary heart diseasecoronary artery disease1,090,048
G
-
E
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001780/ScoringFiles/PGS001780.txt.gz
PGS001781
(T2D_PRSCS)
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Type 2 diabetes (T2D)type 2 diabetes mellitus1,091,673
G
-
E
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS001781/ScoringFiles/PGS001781.txt.gz
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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.

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PGS Performance
Metric ID (PPM)
Evaluated Score
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
PPM009276PGS001780
(CHD_PRSCS)
PSS007681|
European Ancestry|
309,154 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Coronary heart disease (incident and prevalent)OR: 1.56 [1.53, 1.58]AUROC: 0.871 [0.869, 0.873]year of birth, sex, ten first principal components of Finnish ancestry, batch, genotyping array
PPM009277PGS001781
(T2D_PRSCS)
PSS007684|
European Ancestry|
309,154 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Type 2 diabetes (incident and prevalent)OR: 1.59 [1.57, 1.61]AUROC: 0.758 [0.756, 0.761]year of birth, sex, ten first principal components of Finnish ancestry, batch, genotyping array
PPM009278PGS001780
(CHD_PRSCS)
PSS007687|
European Ancestry|
343,672 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Coronary heart disease (incident and prevalent)OR: 1.72 [1.7, 1.75]AUROC: 0.792 [0.789, 0.795]year of birth, sex
PPM009279PGS001781
(T2D_PRSCS)
PSS007690|
European Ancestry|
343,672 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Type 2 diabetes (incident and prevalent)OR: 1.68 [1.65, 1.7]AUROC: 0.708 [0.705, 0.711]year of birth, sex
PPM009280PGS001780
(CHD_PRSCS)
PSS007682|
European Ancestry|
291,720 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Incident coronary heart diseaseOR: 1.44 [1.41, 1.47]AUROC: 0.913 [0.911, 0.916]year of birth, sex, ten first principal components of Finnish ancestry, batch, genotyping array
PPM009281PGS001781
(T2D_PRSCS)
PSS007685|
European Ancestry|
279,879 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Incident type 2 diabetesOR: 1.52 [1.49, 1.55]AUROC: 0.852 [0.849, 0.855]year of birth, sex, ten first principal components of Finnish ancestry, batch, genotyping array
PPM009282PGS001780
(CHD_PRSCS)
PSS007688|
European Ancestry|
332,370 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Incident coronary heart diseaseOR: 1.61 [1.57, 1.65]AUROC: 0.756 [0.751, 0.761]year of birth, sex
PPM009283PGS001781
(T2D_PRSCS)
PSS007691|
European Ancestry|
328,115 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Incident type 2 diabetesOR: 1.51 [1.48, 1.54]AUROC: 0.669 [0.664, 0.675]year of birth, sex
PPM009284PGS001780
(CHD_PRSCS)
PSS007683|
European Ancestry|
309,154 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Prevalent coronary heart diseaseOR: 1.59 [1.57, 1.62]AUROC: 0.869 [0.867, 0.871]year of birth, sex, ten first principal components of Finnish ancestry, batch, genotyping array
PPM009285PGS001781
(T2D_PRSCS)
PSS007686|
European Ancestry|
309,154 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Prevalent type 2 diabetesOR: 1.59 [1.57, 1.61]AUROC: 0.81 [0.808, 0.813]year of birth, sex, ten first principal components of Finnish ancestry, batch, genotyping array
PPM009286PGS001780
(CHD_PRSCS)
PSS007689|
European Ancestry|
343,672 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Prevalent coronary heart diseaseOR: 1.77 [1.73, 1.8]AUROC: 0.811 [0.808, 0.815]year of birth, sex
PPM009287PGS001781
(T2D_PRSCS)
PSS007692|
European Ancestry|
343,672 individuals
PGP000261 |
Tamlander M et al. Commun Biol (2022)
Reported Trait: Prevalent type 2 diabetesOR: 1.75 [1.72, 1.78]AUROC: 0.725 [0.721, 0.729]year of birth, sex
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Evaluated Samples

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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
PSS007681Coronary heart disease was defined as Myocardial infarction | Coronary angioplasty | Coronary artery...  bypass grafting. ICD 8/9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the end of follow-up on December 31, 2019, whichever came first.Show moreMedian = 15.3 years
IQR = [7.8, 22.6] years
[
  • 33,628 cases
  • , 275,526 controls
]
,
43.8 % Male samples
Mean (Age At Baseline) = 53.2 years
Sd = 17.4 years
European
(Finnish)
FinnGen
PSS007682Coronary heart disease was defined as Myocardial infarction | Coronary angioplasty | Coronary artery...  bypass grafting. ICD 8/9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the end of follow-up on December 31, 2019, whichever came first.Show more
[
  • 16,194 cases
  • , 275,526 controls
]
,
42.2 % Male samples
Mean (Age At Baseline) = 52.2 years
Sd = 17.3 years
European
(Finnish)
FinnGen
PSS007683Coronary heart disease was defined as Myocardial infarction | Coronary angioplasty | Coronary artery...  bypass grafting. ICD 8/9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the end of follow-up on December 31, 2019, whichever came first.Show more
[
  • 17,434 cases
  • , 291,720 controls
]
,
43.8 % Male samples
Mean (Age At Baseline) = 53.2 years
Sd = 17.4 years
European
(Finnish)
FinnGen
PSS007684Type 2 diabetes was defined by a strict type 2 diabetes definition, that excluded type 1 diabetes, I... CD 8/9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the end of follow-up on December 31, 2019, whichever came first.Show moreMedian = 13.0 years
IQR = [7.5, 19.7] years
[
  • 44,266 cases
  • , 264,888 controls
]
,
43.8 % Male samples
Mean (Age At Baseline) = 53.2 years
Sd = 17.4 years
European
(Finnish)
FinnGen
PSS007685Type 2 diabetes was defined by a strict type 2 diabetes definition, that excluded type 1 diabetes, I... CD 8/9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the end of follow-up on December 31, 2019, whichever came first.Show more
[
  • 14,991 cases
  • , 264,888 controls
]
,
42.9 % Male samples
Mean (Age At Baseline) = 51.8 years
Sd = 17.4 years
European
(Finnish)
FinnGen
PSS007686Type 2 diabetes was defined by a strict type 2 diabetes definition, that excluded type 1 diabetes, I... CD 8/9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the end of follow-up on December 31, 2019, whichever came first.Show more
[
  • 29,275 cases
  • , 279,879 controls
]
,
43.8 % Male samples
Mean (Age At Baseline) = 53.2 years
Sd = 17.4 years
European
(Finnish)
FinnGen
PSS007687Coronary heart disease was defined as Myocardial infarction | Coronary angioplasty | Coronary artery...  bypass grafting. ICD 9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the censoring date of hospital inpatient data (UK Biobank; English hospital inpatient records up to May 2020, Scottish up to November 2016, Welsh up to March 2016), whichever came first.Show moreMedian = 10.7 years
IQR = [8.6, 11.6] years
[
  • 18,698 cases
  • , 324,974 controls
]
,
46.3 % Male samples
Mean (Age At Baseline) = 57.4 years
Sd = 8.0 years
European
(British)
UK Biobank participants with non-British ancestry were excluded based on genetically inferred ancestry.UKB
PSS007688Coronary heart disease was defined as Myocardial infarction | Coronary angioplasty | Coronary artery...  bypass grafting. ICD 9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the censoring date of hospital inpatient data (UK Biobank; English hospital inpatient records up to May 2020, Scottish up to November 2016, Welsh up to March 2016), whichever came first.Show more
[
  • 7,396 cases
  • , 324,974 controls
]
,
45.1 % Male samples
Mean (Age At Baseline) = 57.2 years
Sd = 8.0 years
European
(British)
UK Biobank participants with non-British ancestry were excluded based on genetically inferred ancestry.UKB
PSS007689Coronary heart disease was defined as Myocardial infarction | Coronary angioplasty | Coronary artery...  bypass grafting. ICD 9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the censoring date of hospital inpatient data (UK Biobank; English hospital inpatient records up to May 2020, Scottish up to November 2016, Welsh up to March 2016), whichever came first.Show more
[
  • 11,302 cases
  • , 332,370 controls
]
,
46.3 % Male samples
Mean (Age At Baseline) = 57.4 years
Sd = 8.0 years
European
(British)
UK Biobank participants with non-British ancestry were excluded based on genetically inferred ancestry.UKB
PSS007690Type 2 diabetes was defined by a strict type 2 diabetes definition, that excluded type 1 diabetes, I... CD 9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the censoring date of hospital inpatient data (UK Biobank; English hospital inpatient records up to May 2020, Scottish up to November 2016, Welsh up to March 2016), whichever came first.Show moreMedian = 10.4 years
IQR = [8.3, 11.3] years
[
  • 24,192 cases
  • , 319,480 controls
]
,
46.3 % Male samples
Mean (Age At Baseline) = 57.4 years
Sd = 8.0 years
European
(British)
UK Biobank participants with non-British ancestry were excluded based on genetically inferred ancestry.UKB
PSS007691Type 2 diabetes was defined by a strict type 2 diabetes definition, that excluded type 1 diabetes, I... CD 9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the censoring date of hospital inpatient data (UK Biobank; English hospital inpatient records up to May 2020, Scottish up to November 2016, Welsh up to March 2016), whichever came first.Show more
[
  • 8,635 cases
  • , 319,480 controls
]
,
45.5 % Male samples
Mean (Age At Baseline) = 57.2 years
Sd = 8.0 years
European
(British)
UK Biobank participants with non-British ancestry were excluded based on genetically inferred ancestry.UKB
PSS007692Type 2 diabetes was defined by a strict type 2 diabetes definition, that excluded type 1 diabetes, I... CD 9/10 codes are listed in Supplementary Data 1. National registeries were used to assess disease incidence. Follow-up ended at first-ever diagnosis of the disease of interest, death or at the censoring date of hospital inpatient data (UK Biobank; English hospital inpatient records up to May 2020, Scottish up to November 2016, Welsh up to March 2016), whichever came first.Show more
[
  • 15,557 cases
  • , 328,115 controls
]
,
46.3 % Male samples
Mean (Age At Baseline) = 57.4 years
Sd = 8.0 years
European
(British)
UK Biobank participants with non-British ancestry were excluded based on genetically inferred ancestry.UKB
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