Polygenic Score (PGS) ID: PGS000329

Predicted Trait
Reported Trait Coronary heart disease
Mapped Trait(s) coronary artery disease (EFO_0001645)
Released in PGS Catalog: Sept. 18, 2020
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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 PRS_CHD
Development Method
Name LDpred
Parameters ρ = 0.003; LD radius = 4000; LD reference panel = 2,690 Finnish individuals [autosomal variants only... ]Show more
Variants
Original Genome Build hg19
Number of Variants 6,423,165
Effect Weight Type NR
PGS Source
PGS Catalog Publication (PGP) ID PGP000100
Citation (link to publication) Mars N et al. Nat Med (2020)
Ancestry Distribution
Source of Variant
Associations (GWAS)
European: 100%
408,458 individuals (100%)
Score Development/Training
European: 100%
21,813 individuals (100%)
PGS Evaluation
European: 100%
6 Sample Sets

Development Samples

Source of Variant Associations (GWAS)
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Study Identifiers
Sample Numbers
Sample Ancestry
Cohort(s)
GWAS Catalog: GCST008370
Europe PMC: 30104761
408,458 individualsEuropeanUKB
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Score Development/Training
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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
21,813 individuals,
47.3 % Male samples
European
(Finnish)
FINRISKNational registries were used to assess disease incidence. Follow-up ended at first-ever diagnosis o... f the disease of interest, death or at the end of follow-up on December 31, 2018, whichever came first. Disease endpoints are defined in Table S9.Show moreMean (Age At Baseline) = 48.0 yearsUsed to select optimal threshold of ρ for all subsequent analyses. FINRISK surveys from 1992, 1997, 2002 and 2007
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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)
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
PPM000886PSS000445|
European Ancestry|
135,300 individuals
PGP000100 |
Mars N et al. Nat Med (2020)
Reported Trait: Coronary heart disease (incident and prevalent cases)HR: 1.31 [1.29, 1.33]genotyping array/batch, 10 ancestry PCs, stratified by sex
PPM000891PSS000440|
European Ancestry|
20,165 individuals
PGP000100 |
Mars N et al. Nat Med (2020)
Reported Trait: Incident coronary heart diseaseHR: 1.25 [1.18, 1.32]C-index: 0.832age, sex, FINRISK cohort, genotyping array/batch, 10 ancestry PCs10-year risk
PPM000896PSS000440|
European Ancestry|
20,165 individuals
PGP000100 |
Mars N et al. Nat Med (2020)
Reported Trait: Incident coronary heart diseaseC-index: 0.82ASCVD risk calculator(age, sex, total cholesterol, HDL, SBP, blood-pressure-lowering medication, dia... betes and smoking status), FINRISK cohort, genotyping array/batch, 10 ancestry PCsShow more10-year risk
PPM017092PSS010120|
European Ancestry|
4,218 individuals
PGP000433 |
de La Harpe R et al. Eur J Prev Cardiol (2023)
|Ext.
Reported Trait: Atherosclerotic cardiovascular disease (incident and prevalent)OR: 1.33 [1.2, 1.49]AUROC: 0.765 [0.74, 0.79]sex, age
PPM017093PSS010122|
European Ancestry|
4,218 individuals
PGP000433 |
de La Harpe R et al. Eur J Prev Cardiol (2023)
|Ext.
Reported Trait: Coronary heart disease (incident and prevalent)OR: 1.59 [1.42, 1.77]AUROC: 0.779 [0.756, 0.803]sex, age
PPM017094PSS010119|
European Ancestry|
3,383 individuals
PGP000433 |
de La Harpe R et al. Eur J Prev Cardiol (2023)
|Ext.
Reported Trait: Incident atherosclerotic cardiovascular diseaseHR: 1.29 [1.12, 1.47]sex, age, 10 principal components
PPM017095PSS010121|
European Ancestry|
3,383 individuals
PGP000433 |
de La Harpe R et al. Eur J Prev Cardiol (2023)
|Ext.
Reported Trait: Incident coronary heart diseaseHR: 1.57 [1.4, 1.77]sex, age, 10 principal components
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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
PSS000440Coronary heart disease was defined as Myocardial infarction|Myocardial infarction, strict|Complicati... ons following myocardial infarction|Prior myocardial infactrion|Angina pectoris|Other coronary atherosclerosis|Coronary artery bypass graft**|Coronary angioplasty**. ICD9/10 codes are listed in Table S9. National registries 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, 2018, whichever came first.Show more
[
  • 1,209 cases
  • , 18,956 controls
]
,
47.3 % Male samples
Mean (Age At Baseline) = 48.0 yearsEuropean
(Finnish)
FINRISKFINRISK surveys from 1992, 1997, 2002 and 2007
PSS000445Coronary heart disease was defined as Myocardial infarction|Myocardial infarction, strict|Complicati... ons following myocardial infarction|Prior myocardial infactrion|Angina pectoris|Other coronary atherosclerosis|Coronary artery bypass graft**|Coronary angioplasty**. ICD9/10 codes are listed in Table S9. National registries 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, 2018, whichever came first.Show more
[
  • 20,179 cases
  • , 115,121 controls
]
,
43.7 % Male samples
Mean (Age At Baseline) = 59.2 years
Sd = 16.6 years
European
(Finnish)
FinnGen
PSS010119Atherosclerotic cardiovacular disease (ASCVD), comprising non-fatal acute myocardial infarction, dea... th of cardiovascular origin (comprising sudden death, ischemic death) and fatal and non-fatal ischaemic stroke (including transient ischaemic attack) using relevant medical records and ICD codes. All events were adjudicated by two expert. More details in PMID: 33838036Show moreMedian = [10.7, 14.6] years
[
  • 190 cases
  • , 3,193 controls
]
,
45.0 % Male samples
Mean = 52.3 yearsEuropeanCoLausright censored was death or latest evidence of good health, participant with statine therapy at base... line were excludedShow more
PSS010120Atherosclerotic cardiovacular disease (ASCVD), comprising non-fatal acute myocardial infarction, dea... th of cardiovascular origin (comprising sudden death, ischemic death) and fatal and non-fatal ischaemic stroke (including transient ischaemic attack) using relevant medical records and ICD codes. All events were adjudicated by two expert. More details in PMID: 33838036Show moreMedian = [10.6, 14.6] years
[
  • 363 cases
  • , 3,855 controls
]
,
47.0 % Male samples
Mean = 53.4 yearsEuropeanCoLausright censored was death or latest evidence of good health
PSS010121Coronary artery disease (CAD), ccomprising either non-fatal myocardial infarction, death from corona... ry heart disease or symptomatic stable angina followed by a revascularization procedure, either by percutaneous coronary intervention (PCI), or by coronary artery bypass grafting (CABG) using relevant medical records and ICD codes. All events were adjudicated by two expert. More details in PMID: 33838036Show moreMedian = [10.7, 14.6] years
[
  • 195 cases
  • , 3,188 controls
]
,
45.0 % Male samples
Mean = 52.3 yearsEuropeanCoLausright censored was death or latest evidence of good health, participant with statine therapy at base... line were excludedShow more
PSS010122Coronary artery disease (CAD), ccomprising either non-fatal myocardial infarction, death from corona... ry heart disease or symptomatic stable angina followed by a revascularization procedure, either by percutaneous coronary intervention (PCI), or by coronary artery bypass grafting (CABG) using relevant medical records and ICD codes. All events were adjudicated by two expert. More details in PMID: 33838036Show moreMedian = [10.6, 14.6] years
[
  • 388 cases
  • , 3,830 controls
]
,
47.0 % Male samples
Mean = 53.4 yearsEuropeanCoLausright censored was death or latest evidence of good health
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