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February 6, 2026European Heart Journal0 citations

Hyperacute T waves are specific for occlusion myocardial infarction, even in the absence of STEMI criteria

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HMH. Pendell MeyersFSF SimancikARA Rafajdus

Key Result

The HATW score identified occlusion myocardial infarction with 98.4% specificity and 20.7% sensitivity among emergency department patients with suspected ACS who did not meet STEMI criteria.

Key Points

  • The study aims to define hyperacute T waves (HATWs) as a reliable diagnostic marker for occlusion myocardial infarction (OMI) in patients lacking STEMI criteria.
  • Derived a HATW score using logistic regression from expert-labelled T waves in patients with acute OMI.
  • Validated the HATW score on a separate cohort of ED patients suspected of acute coronary syndrome.
  • Measured ECGs using proprietary software, focusing on T wave magnitude and symmetry.
  • In the validation group, the HATW score showed 98.4% specificity and 20.7% sensitivity for OMI.
  • In total, 10.6% of validation patients had OMI, with positive predictive value of 47.4% and negative predictive value of 94.5%.
  • The analysis supports HATWs as significant ECG indicators of acute coronary occlusion myocardial infarction.

Study Design

Type

Observational (n=2,656)

Multicenter

Yes

Structured PICO

Does a quantitative HATW score accurately identify occlusion myocardial infarction in adult ED patients with possible ACS who do not meet standard STEMI criteria?

P
Population
2,656 adult patients undergoing Emergency Department evaluation for possible acute coronary syndrome (ACS) from 5 PCI centers in USA and Europe. Excluded: no ECG available, QRS duration >110 msec, and elevated troponin but no angiogram.
I
Intervention
Hyperacute T wave (HATW) score (a quantitative definition based on T wave magnitude and symmetry, measured by PMCardio software)
O
Outcome
Sensitivity (at 98% specificity) of the HATW score for occlusion myocardial infarction (OMI, defined as a culprit lesion with TIMI 0 or 1 flow) in validation group patients without STEMI criteriasurrogate

A novel quantitative hyperacute T wave score is highly specific for identifying acute coronary occlusion myocardial infarction in ED patients who do not meet standard STEMI criteria.

Limitations

  • Further validation studies are needed

Abstract

Abstract Background Hyperacute T waves (HATWs) are widely recognized as an important electrocardiographic (ECG) marker of acute coronary occlusion myocardial infarction (OMI). The American College of Cardiology (ACC) and European Society of Cardiology (ESC) recommend identifying HATWs as a STEMI equivalent. However, to date there have been no objective criteria for HATW proposed. Purpose We sought to derive and validate a quantitative definition of HATWs as a diagnostic indicator for OMI in a cohort of possible acute coronary syndrome (ACS) patients in the Emergency Department (ED), specifically in patients whose ECGs do not meet STEMI criteria. Methods We derived the HATW score by logistic regression based on expert-labelled HATWs in patients with angiographically proven acute OMI, then validated the HATW score as a diagnostic indicator of OMI on a separate population of ED patients with suspected ACS. The primary analysis was sensitivity (at 98% specificity) of the HATW score for OMI in the validation group patients without STEMI criteria. From 5 PCI centers in USA and Europe, we collected 3,474 ECGs from 2,656 adult patients undergoing ED evaluation for possible ACS. We excluded patients with no ECG available, QRS duration 110 msec, and those with elevated troponin but no angiogram due to inability to determine the primary outcome definition. 1,291 and 1,395 were allocated to the derivation and validation groups. The first available ECG was measured by proprietary software (PMCardio) for all ECG measurements including STEMI criteria (Fourth Universal Definition of Myocardial Infarction). OMI was defined as a culprit lesion with TIMI 0 or 1 flow. We hypothesized HATWs would be best defined not by amplitude, but by "magnitude" (area under the curve of the T wave relative to the QRS amplitude) and T wave symmetry (Time from T wave peak to end, relative to Time from T wave start to peak). We analyzed limb leads, and right and left precordial leads separately. Results The derivation group included 2,079 ECGs from 1,261 patients (21% with OMI), with expert annotations yielding 1,401 leads with HATWs and 18,062 without. Logistic regression of T wave magnitude and symmetry yielded the optimal HATW score presented in Figure 1, example case shown in Figure 2. The validation group included 1,395 patients (10.6% OMI). Among the 1,300 patients without STEMI criteria, the HATW score (using 2 contiguous leads with mean score 0.7) had 98.4% specificity, 20.7% sensitivity, 47.4% PPV, and 94.5% NPV for OMI. Conclusion HATWs can be defined by increased T wave magnitude and symmetry. Our resulting HATW score shows clinical utility as an ECG finding of OMI, even in patients without STEMI criteria. While further validation studies are needed, our findings add further support to the ACC and ESC recommendations that HATWs be identified and treated as STEMI equivalents, or ECG features of acute coronary occlusion myocardial infarction.

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Cite This Study

Meyers et al. (2025) conducted an observational in possible acute coronary syndrome (ACS) (n=2,656). HATW score was evaluated on sensitivity (at 98% specificity) of the HATW score for OMI in the validation group patients without STEMI criteria. The HATW score identified occlusion myocardial infarction with 98.4% specificity and 20.7% sensitivity among emergency department patients with suspected ACS who did not meet STEMI criteria.

synapsesocial.com/papers/698586118f7c464f23009fe0https://doi.org/10.1093/eurheartj/ehaf784.2109
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Hyperacute T Waves are specific for Occlusion Myocardial Infarction, even without diagnostic ST elevation2025
  2. 2Impact of HAT <sub>2</sub> CH <sub>2</sub> Score on the Development of No-Reflow Phenomenon in Patients With ST-Segment Elevation Myocardial Infarction2023 · 2 citations
  3. 3Does Maximum Troponin T Value Correlate With Acute Coronary Occlusion Among Patients Treated as NSTEMI?2026
  4. 4Predictive value of electrocardiographic ST‑segment elevation myocardial infarction equivalents for detecting acute coronary artery occlusion in patients with non–ST‑segment elevation myocardial infarction2019 · 11 citations
  5. 5Improved Detection of Acute Coronary Occlusion Myocardial Infarction by an Artificial Intelligence Electrocardiogram Model in Swedish Emergency Departments2026