Mode
Text Size
Log in / Sign up

CT-detected subclinical pulmonary congestion associated with in-hospital MACE in Killip class 1 STEMICT lung water measures predict heart attack risks in hospital

AI-generated summary of the cited source, checked by automated accuracy review. How we work

Key Takeaway
Consider that CT-assessed extravascular lung water may refine MACE risk prediction in Killip class 1 STEMI, but evidence is observational.

This retrospective cohort study evaluated 249 Killip class 1 ST-segment elevation myocardial infarction (STEMI) patients who underwent computed tomography (CT) prior to primary percutaneous coronary intervention (PCI). The study assessed the prognostic value of subclinical pulmonary congestion, measured as extravascular lung water (EVLW) by CT, for predicting in-hospital major adverse cardiovascular events (MACE). The comparator was the established GRACE risk score.

Patients who experienced in-hospital MACE had significantly higher GRACE scores (144.96 ± 22.95 vs. 133.63 ± 19.84, P = 0.006) and higher EVLW (24.24% vs. 21.36%, P = 0.001). Adding EVLW measurement to the GRACE score improved the area under the ROC curve from 0.656 to 0.754 (P = 0.045). The net reclassification improvement was 0.491 (P = 0.013) and the integrated discrimination improvement was 0.060 (P = 0.019), indicating significantly improved risk prediction.

Safety and tolerability of the CT scan were not reported. Key limitations include the retrospective, single-center design and the lack of external validation. The study population was limited to Killip class 1 patients, so findings may not generalize to higher Killip classes. The practice relevance is restrained: this is an observational association study that identifies a potential imaging biomarker. It does not establish causality or demonstrate that acting on EVLW findings improves outcomes. The findings suggest CT-assessed EVLW may refine risk stratification, but prospective studies are needed before considering clinical implementation.

Researchers examined 249 patients who suffered ST-segment elevation myocardial infarction and were classified as Killip class 1. These patients received CT scans before their primary coronary intervention. The team measured extravascular lung water, a sign of subclinical pulmonary congestion, and compared it to the standard GRACE risk score.

The results showed that patients with higher levels of lung water had a greater risk of major adverse cardiovascular events while in the hospital. The GRACE score was also higher in these patients, but adding the CT lung water measurement improved the ability to predict who would have complications. Statistical tests confirmed that this addition significantly improved prediction accuracy.

The study concludes that seeing hidden lung fluid on a CT scan is associated with an increased risk of in-hospital heart events. Readers should understand that this is a retrospective cohort study, meaning it looks back at data rather than assigning treatments. This finding helps doctors assess risk but does not change current standard care practices yet.

What this means for you:
CT signs of lung fluid are linked to higher heart event risk in hospital, but this is an observational study.

Study Details

Study typeCohort
EvidenceLevel 3
PublishedApr 2026
View Original Abstract ↓
To evaluate the prognostic value of subclinical pulmonary congestion, assessed as extravascular lung water (EVLW) by computed tomography (CT), in ST-segment elevation myocardial infarction (STEMI) patients with Killip class 1. This retrospective study included Killip class 1 STEMI patients who underwent CT prior to primary percutaneous coronary intervention (PCI). EVLW was derived from mean lung density. The Global Registry of Acute Coronary Events (GRACE) score was calculated. The endpoint was in-hospital major adverse cardiovascular events (MACE), defined as all-cause mortality, acute heart failure, cardiogenic shock, resuscitated cardiac arrest, or stroke. The predictive improvement of adding EVLW to the GRACE score was assessed using receiver operating characteristic (ROC) analysis, net reclassification improvement (NRI), and integrated discrimination improvement (IDI). Among 249 patients (mean age 59 ± 11 years; 195 men), 28 experienced MACE. Patients with MACE had a higher GRACE score (144.96 ± 22.95 vs. 133.63 ± 19.84, P = 0.006) and EVLW (24.24% vs. 21.36%, P = 0.001). Adding EVLW to the GRACE score significantly increased the area under the ROC curve (AUC) (0.754 vs. 0.656, P = 0.045), NRI (0.491, P = 0.013), and IDI (0.060, P = 0.019). In Killip class 1 STEMI patients, CT-identified subclinical pulmonary congestion is associated with an increased risk of in-hospital MACE.
Free Newsletter

Clinical research that matters. Delivered to your inbox.

Join thousands of clinicians and researchers. No spam, unsubscribe anytime.