Related Experiment Video
Updated: Nov 23, 2025

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
Not all HEART scores are created equal: identifying "low-risk" patients at higher risk
Kimon L H Ioannides1, Benjamin C Sun2, Aileen S Baecker3
1National Clinician Scholars Program Department of Emergency Medicine University of California, Los Angeles Los Angeles California USA.
Insights
Even with a low HEART score, certain factors like elevated troponin or ECG changes increase the risk of acute myocardial infarction or death. This highlights the need for careful evaluation in suspected acute coronary syndrome cases.
Area of Science:
- Cardiology
- Emergency Medicine
- Clinical Risk Stratification
Background:
- The HEART score (History, ECG, Age, Risk Factors, Troponin) is used to assess patients with suspected acute coronary syndrome (ACS).
- Identifying "low-risk" subgroups within the HEART score (0-5 points) who may still be at elevated risk is crucial for patient management.
Purpose of the Study:
- To identify subgroups of "low-risk" HEART score patients at elevated risk of acute myocardial infarction (AMI) or death within 30 days.
- To analyze the incremental risk associated with each component of the HEART score in low-risk patients.
Main Methods:
- Secondary analysis of prospective emergency department (ED) encounters for suspected ACS.
- Inclusion of patients with low-risk HEART scores (0-5 points).
- Logistic regression was used to analyze the risk contribution of each of the five HEART score components.
Main Results:
- Out of 30,971 encounters, 135 (0.44%) experienced AMI or death.
- Risk of AMI or death increased with higher points in most HEART score components (History, ECG, Age, Risk Factors).
- The troponin component showed the highest risk increase with 1 point (2.7%), and ECG also demonstrated significant risk increases (3.5 odds ratio for 2 points vs 0).
Conclusions:
- In "low-risk" suspected ACS encounters, higher points in HEART score components are associated with small increases in AMI or death risk.
- Troponin and ECG components were identified as having the largest impact on risk increases within the low-risk group.
- These findings emphasize the importance of considering individual component contributions even in patients with overall low HEART scores.
Objective:
We sought to identify sub-groups of "low-risk" HEART score patients (history, ECG, age, risk factors, and troponin) at elevated risk of acute myocardial infarction or death within 30 days.
Methods:
We performed a secondary analysis of prospective emergency department (ED) encounters for suspected acute coronary syndrome in a large health system with low-risk HEART scores (0-5 points). Logistic regression using the 5 components of the HEART score analyzed the increase risk attributable to points from each of the 5 score components.
Results:
Of 30,971 encounters among 28,992 unique patients, 135 (0.44%, 95% confidence interval [CI] = 0.37-0.51) experienced acute myocardial infarction or death. Risk increased for each component of the HEART score from 0 to 1 to 2 points (history, 0.4% to 0.5% to 0.6%; ECG, 0.3% to 0.7% to 0.7%; age, 0.2% to 0.3% to 0.7%; risk factors, 0.1% to 0.4% to 0.8%), except troponin, which had the highest risk with 1 point (troponin, 0.4% to 2.7% to 0.9%). Odds ratios from our regression, which adjusts for other components, showed a similar pattern (from 1 vs 0 and 2 vs 0 points, respectively: history, 1.0 and 1.8; ECG, 2.2 and 3.5; age, 1.2 and 2.1; risk factors, 2.4 and 4.2; and troponin, 6.0 and 3.6).
Conclusion:
Among "low-risk" suspected acute coronary syndrome encounters, increasing points within each of the 5 categories demonstrated small increases in risk of death or acute myocardial infarction, with the troponin and ECG components representing the largest risk increases.
More Related Videos
06:16Signal Acquisition, Score Interpretation, and Economics of a Non-Invasive Point-of-Care Test for Coronary Artery Disease
Published on: August 9, 2024
05:16Cutoff Value of Phase Angle by Bioelectrical Impedance Analysis at Admission as a Prognostic Factor in Patients with Acute Heart Failure
Published on: June 10, 2025
Related Concept Videos
Coronary Artery Disease IV: Preventive Measures
Heart Failure IV: Classification and Diagnostic Evaluation
Imaging Studies for Cardiovascular System VI: Calcium -Scoring CT
Cardiomyopathy III: Hypertrophic Cardiomyopathy
Atherosclerosis III: Management
Rheumatic Heart Disease IV: Nursing Management