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STEMI guidelines rely heavily on moderate and low-quality evidence, meta-analysis finds

STEMI guidelines rely heavily on moderate and low-quality evidence, meta-analysis finds
Photo by Markus Winkler / Unsplash
Key Takeaway
Recognize that many acute STEMI guideline recommendations rely on moderate or low-quality evidence.

This meta-research study analyzed the level of evidence (LOE) and classification of recommendations (CORs) in acute in-hospital STEMI management guidelines. The analysis included 26 guidelines from the American Heart Association, American College of Cardiology, and European Society of Cardiology published between 1990 and 2023, encompassing 2,139 STEMI-specific recommendations. The study examined the distribution of evidence quality supporting these recommendations over a 396-month period.

The analysis revealed that only 17.7% of processed recommendations were based on high-quality evidence (LOE-A). Moderate-quality evidence (LOE-B) supported 30.1% of recommendations, while low-quality evidence (LOE-C) supported 28.9%. Pharmacological interventions were significantly more likely to have LOE-A evidence than nonpharmacological interventions (21.5% vs 13.8%, p < 0.05). The study did not report specific safety or tolerability data for individual interventions, as it focused on guideline evidence quality rather than clinical outcomes.

Key limitations include restriction to only AHA/ACC/ESC guidelines and primary focus on acute in-hospital management recommendations, excluding long-term care aspects. The authors report no funding or conflicts of interest. For practice, this analysis suggests that STEMI-related recommendations from major cardiology societies have largely relied on moderate or low-quality evidence, with only slight changes in evidence quality distribution over time. Clinicians should be aware of these evidence limitations when applying guideline recommendations.

Study Details

Study typeMeta analysis
EvidenceLevel 1
Follow-up396.0 mo
PublishedApr 2026
View Original Abstract ↓
BACKGROUND: ST-Segment Elevation Myocardial Infarction (STEMI) is considered the main cause of mortality and morbidity for decades globally. Regularly, cardiology-related medical organizations publish clinical practice guidelines (CPGs) to support healthcare professionals in the diagnosis, management, and prevention of future cardiovascular events. Nevertheless, the level of evidence (LOE) and classification of recommendations (CORs) endorsing STEMI-associated CPGs recommendations have not been systematically appraised. PURPOSE: This meta-research study evaluated and described the CORs and LOE over time for STEMI guidelines endorsed by the American Heart Association (AHA), American College of Cardiology (ACC), and European Society of Cardiology (ESC), from 1990 to 2023. DATA SOURCES: We initially searched on PubMed and AHA/ACC/ESC electronic repositories to obtain STEMI-related CPGs, published from 1990 to 2023, including their immediate predecessors. STUDY SELECTION: Guidelines related to acute in-hospital STEMI management were included; recommendations related to unstable angina/Non-STEMI were excluded. DATA EXTRACTION: Data management was performed by 2 content experts. Recommendations on pharmacological and nonpharmacological interventions (PI and NPI, respectively) were extracted ipsilaterally, further processed and coded based on thematic analysis fundamentals. Recommendation's recordings associated with each recommendation were maintained as the primary guideline publication without team's specialist judgement. Pharmacological-related recommendations were categorized in accordance with the Anatomical Therapeutic Chemical Classification System by the WHO Collaborating Centre for Drug Statistics Methodology. Changes in the proportion and LOE were evaluated longitudinally, using chi-square test (x). Data visualization included heatmaps, linear plots, and Sankey diagrams. DATA SYNTHESIS: Twenty-six guidelines (2,139 STEMI-specific recommendations) were evaluated. We observed an overall predominance of recommendations relying on moderate (proportion of 30.1% of LOE-B recommendations) or low (proportion of 28.9% of LOE-C recommendations) quality of evidence over the 33-year span. Only 17.7% of processed recommendations were based on high quality of evidence. Pharmacological interventions were more often LOE-A compared with NPI (21.5% vs 13.8%; P-value < 0.05). Most abstracted PI related to anticoagulants and dual anti-platelet therapies, while the most frequent category of NPI were related to percutaneous coronary interventions and implantable cardiac devices. Two consecutive guidelines comparison revealed that LOE and COR assigned to corresponding recommendation were minimal. LIMITATIONS: Restriction to only AHA/ACC/ESC guidelines and primary focus on acute in-hospital management recommendations. CONCLUSIONS: STEMI-related recommendations from foremost cardiology societies worldwide have largely relied on moderate/low-quality evidence, with slight changes over time. Novel ways to generate high quality evidence in a more pragmatic and efficient fashion are warranted. PRIMARY FUNDING SOURCE: None PROTOCOL REGISTRATION: Open Science Frame under OSF.IO/BRD58.
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