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Published on: August 9, 2024
Comparing the predictive validity of three contemporary bleeding risk scores in acute coronary syndrome
Emad Abu-Assi1, Sergio Raposeiras-Roubin, Pamela Lear
1Hospital Clínico de Santiago, Santiago de Compostela, Spain.
Insights
The CRUSADE score demonstrated superior accuracy in predicting major bleeding events for acute coronary syndrome (ACS) patients, particularly those undergoing coronary arteriography. This finding aids in managing bleeding risk in ACS care.
Area of Science:
- Cardiology
- Clinical Risk Assessment
- Medical Informatics
Background:
- Hemorrhagic complications significantly worsen outcomes in acute coronary syndrome (ACS) patients.
- Several risk scores (RS) exist to predict bleeding risk in ACS, but their comparative performance is not fully established.
Purpose of the Study:
- To compare the predictive performance of three contemporary bleeding risk scores: ACTION, CRUSADE, and Mehran et al. (2010).
- To evaluate these scores in patients with non-ST-elevation ACS (NSTEACS) and ST-elevation myocardial infarction (STEMI).
Main Methods:
- A cohort of 4500 consecutive ACS patients was analyzed.
- ACTION, CRUSADE, and Mehran et al. bleeding RS were calculated.
- Performance was assessed for predicting major bleeding and TIMI serious bleeding using calibration (Hosmer-Lemeshow test) and discrimination (c-statistic).
Main Results:
- CRUSADE and ACTION showed strong prognostic discrimination for major bleeding in STEMI and NSTEACS, with CRUSADE outperforming Mehran et al.
- All scores performed well in patients undergoing coronary arteriography but less effectively in those not undergoing the procedure or on oral anticoagulants.
- For TIMI serious bleeding, ACTION and CRUSADE had high c-index values, though ACTION showed poor calibration.
Conclusions:
- The CRUSADE score emerged as the most accurate tool for quantifying bleeding risk in both NSTEACS and STEMI patients undergoing coronary arteriography.
- Risk score performance varies based on patient subgroups and bleeding outcome definitions.
Aims:
Haemorrhagic complications are strongly linked with adverse outcomes in acute coronary syndrome (ACS) patients. Various risk scores (RS) are available to predict bleeding risk in these patients. We compared the performance of three contemporary bleeding RS in ACS.
Methods:
We studied 4500 consecutive patients with ACS. We calculated the ACTION, CRUSADE, and Mehran et al. (2010) bleeding RS, and evaluated their performance for predicting their own major bleeding events and TIMI serious (major or minor) bleeding episodes, in patients with either non-ST-elevation ACS (NSTEACS) or ST-elevation myocardial infarction (STEMI). Calibration (Hosmer-Lemeshow test, HL) and discrimination (c-statistic) for the three RS were computed and compared.
Results:
For RS-specific major bleeding, ACTION and CRUSADE showed the best prognostic discrimination in STEMI (c=0.734 and 0.791, respectively; p=0.04), and in NSTEACS (c=0.791 and 0.810; p=0.4); being CRUSADE significantly superior to Mehran et al. in both ACS types (p<0.05). All RS performed well in patients undergoing coronary arteriography using either a radial or femoral approach (all c≥0.718); however, their discriminative capacity was modest in patients not undergoing coronary arteriography and in those previously on oral anticoagulant (all c<0.70). For TIMI serious bleeding, ACTION and CRUSADE displayed the highest c-index values in both STEMI (0.724 and 0.703, respectively; p=0.3) and NSTEACS (c=0.733 and 0.744, respectively; p=0.6); however, calibration of ACTION was poor in both ACS types (HL p<0.05).
Conclusions:
Of contemporary bleeding RS, the CRUSADE score was found to be the most accurate quantitative tool for NSTEACS and STEMI patients undergoing coronary arteriography.
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