PGS Publication: PGP000626

Publication Information (EuropePMC)
Title Use of a Polygenic Risk Score Improves Prediction of Myocardial Injury After Non-Cardiac Surgery.
PubMed ID 32517536(Europe PMC)
doi 10.1161/circgen.119.002817
Publication Date June 9, 2020
Journal Circ Genom Precis Med
Author(s) Douville NJ, Surakka I, Leis A, Douville CB, Hornsby WE, Brummett CM, Kheterpal S, Willer CJ, Engoren M, Mathis MR.
Released in PGS Catalog: May 8, 2024

Associated Polygenic Score(s)

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Individuals included in:
G - Source of Variant Associations (GWAS)
D - Score Development/Training
E - PGS Evaluation
List of ancestries includes:
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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

External PGS Evaluated By This Publication

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)
PGS000013
(GPS_CAD)
PGP000006 |
Khera AV et al. Nat Genet (2018)
Coronary artery disease coronary artery disease 6,630,150
https://ftp.ebi.ac.uk/pub/databases/spot/pgs/scores/PGS000013/ScoringFiles/PGS000013.txt.gz - Check Terms/Licenses

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)
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
PPM021296 PGS000013
(GPS_CAD)
PSS011679|
Multi-ancestry (including European)|
90,053 individuals
PGP000626 |
Douville NJ et al. Circ Genom Precis Med (2020)
|Ext.
Reported Trait: Myocardial injury following non cardiac surgery OR: 1.23 [1.11, 1.37] AUROC: 0.72 (0.011) Age, sex, race
PPM021297 PGS000013
(GPS_CAD)
PSS011679|
Multi-ancestry (including European)|
90,053 individuals
PGP000626 |
Douville NJ et al. Circ Genom Precis Med (2020)
|Ext.
Reported Trait: Myocardial injury following non cardiac surgery OR: 1.12 [1.02, 1.24] AUROC: 0.793 (0.014) High-risk surgery, history of ischemic heart disease, history of congestive heart failure, history of cerebrovascular disease, insulin therapy for diabetes mellitus, preoperative creatinine >2.0 mg/dL
PPM021298 PGS000013
(GPS_CAD)
PSS011679|
Multi-ancestry (including European)|
90,053 individuals
PGP000626 |
Douville NJ et al. Circ Genom Precis Med (2020)
|Ext.
Reported Trait: Myocardial injury following non cardiac surgery OR: 1.19 [1.07, 1.31] AUROC: 0.912 (0.006) Age, admission type (admit and inpatient versus outpatient reference), composite RCRI score, history of a cardiac arrhythmia, history of fluid or electrolyte disorder, history of hypertension
PPM021299 PGS000013
(GPS_CAD)
PSS011679|
Multi-ancestry (including European)|
90,053 individuals
PGP000626 |
Douville NJ et al. Circ Genom Precis Med (2020)
|Ext.
Reported Trait: Myocardial injury following non cardiac surgery OR: 1.17 [1.06, 1.3] AUROC: 0.921 (0.006) Age, admission type (admit and inpatient versus outpatient reference), composite RCRI score, history of a cardiac arrhythmia, history of fluid or electrolyte disorder, history of hypertension, case duration (hours), pRBC transfusion (units), crystalloid resuscitation (L), estimated blood loss (L), total epinephrine dose (100mcg), total ephedrine dose (50mcg), total norepinephrine dose (40mcg), total phenylephrine dose (1000mcg), total vasopressin dose (10 units), time with myocardial injury after non cardiac surgery < 50 mmHg (min).

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
PSS011679 Cases were individuals who had experienced mycoardial injury after non-cardiac surgery (MINS). MINS was defined as a new troponin elevation (≥ 0.1 ng/mL, institutional laboratory's upper threshold for normal) occurring within the first 30 days after surgery. If a patient underwent a subsequent surgery within the 30-day postoperative window, the later procedure was presumed to have greater influence on the subsequent postoperative course, therefore, the post-operative window for the initial procedure was censored at the start of a subsequent procedure. Patients with a troponin elevation in the two years before surgery were excluded from analysis for that particular surgery. If a patient had a postoperative troponin elevation, all subsequent surgeries were excluded from evaluation.
[
  • 382 cases
  • , 80,483 controls
]
European MGI
PSS011679 Cases were individuals who had experienced mycoardial injury after non-cardiac surgery (MINS). MINS was defined as a new troponin elevation (≥ 0.1 ng/mL, institutional laboratory's upper threshold for normal) occurring within the first 30 days after surgery. If a patient underwent a subsequent surgery within the 30-day postoperative window, the later procedure was presumed to have greater influence on the subsequent postoperative course, therefore, the post-operative window for the initial procedure was censored at the start of a subsequent procedure. Patients with a troponin elevation in the two years before surgery were excluded from analysis for that particular surgery. If a patient had a postoperative troponin elevation, all subsequent surgeries were excluded from evaluation.
[
  • 25 cases
  • , 4,589 controls
]
African unspecified MGI
PSS011679 Cases were individuals who had experienced mycoardial injury after non-cardiac surgery (MINS). MINS was defined as a new troponin elevation (≥ 0.1 ng/mL, institutional laboratory's upper threshold for normal) occurring within the first 30 days after surgery. If a patient underwent a subsequent surgery within the 30-day postoperative window, the later procedure was presumed to have greater influence on the subsequent postoperative course, therefore, the post-operative window for the initial procedure was censored at the start of a subsequent procedure. Patients with a troponin elevation in the two years before surgery were excluded from analysis for that particular surgery. If a patient had a postoperative troponin elevation, all subsequent surgeries were excluded from evaluation.
[
  • 4 cases
  • , 1,117 controls
]
Asian unspecified, Oceanian MGI
PSS011679 Cases were individuals who had experienced mycoardial injury after non-cardiac surgery (MINS). MINS was defined as a new troponin elevation (≥ 0.1 ng/mL, institutional laboratory's upper threshold for normal) occurring within the first 30 days after surgery. If a patient underwent a subsequent surgery within the 30-day postoperative window, the later procedure was presumed to have greater influence on the subsequent postoperative course, therefore, the post-operative window for the initial procedure was censored at the start of a subsequent procedure. Patients with a troponin elevation in the two years before surgery were excluded from analysis for that particular surgery. If a patient had a postoperative troponin elevation, all subsequent surgeries were excluded from evaluation.
[
  • 3 cases
  • , 301 controls
]
Native American MGI
PSS011679 Cases were individuals who had experienced mycoardial injury after non-cardiac surgery (MINS). MINS was defined as a new troponin elevation (≥ 0.1 ng/mL, institutional laboratory's upper threshold for normal) occurring within the first 30 days after surgery. If a patient underwent a subsequent surgery within the 30-day postoperative window, the later procedure was presumed to have greater influence on the subsequent postoperative course, therefore, the post-operative window for the initial procedure was censored at the start of a subsequent procedure. Patients with a troponin elevation in the two years before surgery were excluded from analysis for that particular surgery. If a patient had a postoperative troponin elevation, all subsequent surgeries were excluded from evaluation.
[
  • 15 cases
  • , 3,134 controls
]
Not reported MGI