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Eurasian Journal of Medicine and
            Oncology
                                                                                         HEART and SYNTAX scores


              The HEART score is a valuable, non-invasive, and rapid   supports its potential utility in emergency settings,
            tool for predicting the severity of CAD, particularly in   allowing early treatment decisions for patients who cannot
            emergency medical settings. Its simplicity and integration   undergo  immediate coronary angiography. Multivariate
            of readily available clinical and laboratory data make it   logistic regression analysis shows that the two independent
            highly practical for triage and initial risk stratification.   predictive factors for severe coronary lesions (moderate-
            However, the real-world application of the HEART score   to-high  SYNTAX  score)  are  men  (OR  =  4.412)  and  a
            in emergency settings presents several challenges.  HEART score of ≥5 (OR = 63.002).
              A significant gap is the limited investigation into how   Acknowledgment
            treatment decisions based on the HEART score affect
            patient outcomes. Although the score helps identify patients   None.
            at high risk, its effect on guiding interventions, such as
            early angiography, medical therapy escalation, or hospital   Funding
            admission policies, remains unclear. For instance, does   None.
            implementing a treatment strategy informed by HEART
            score thresholds improve outcomes such as mortality,   Conflict of interest
            revascularization rates, or hospital readmissions?
                                                               The authors declare no competing interests.
            4.4. Limitations and future research
                                                               Author contributions
            First, the relatively small sample size may reduce the
            generalizability of findings across diverse populations and   Conceptualization: All authors
            clinical settings. Second, the observational nature of the   Formal analysis: Vo Anh Tai
            study limits causal inference. Although a correlation exists   Investigation: Vo Anh Tai
            between the HEART and SYNTAX scores, a direct cause-  Methodology: Phan Thai Hao
            and-effect relationship is unconfirmed. Future studies   Writing – original draft: Vo Anh Tai
            with larger cohorts and randomized designs can validate   Writing – review & editing: All authors
            the predictive utility of the HEART score and assess its
            performance in comparison with other established risk   Ethics approval and consent to participate
            scores, such as TIMI, which is commonly used in NSTE-  Ethics approval for this study was obtained from
            ACS risk stratification.                           Biomedical Research of Pham Ngoc Thach University of
              Future studies should evaluate the effect of HEART   Medicine (No: 958/TĐHYKPNT-HĐĐĐ; signed date
            score-guided treatment strategies on clinical outcomes   December 19, 2023).
            through randomized controlled trials, focusing on whether   Consent for publication
            it improves short- and long-term results such as mortality,
            revascularization rates, and hospital readmissions.   Written consent of research participants to publish their
            Integrating the HEART score into real-time decision-  data was obtained.
            support systems could enhance its use in emergency care
            by addressing workflow challenges. Moreover, further   Availability of data
            research should explore the combination of the HEART   Data are available from the corresponding author on
            score and advanced imaging techniques such as computed   reasonable request.
            tomography coronary angiography to non-invasively
            predict coronary complexity and potentially reduce the   References
            need  for  invasive procedures.  Finally,  integrating  the   1.   Rott D, Leibowitz D. STEMI and NSTEMI are two distinct
            HEART score into machine-learning models can optimize   pathophysiological entities. Eur Heart J. 2007;28(21):2685.
            risk stratification, providing personalized treatment
            recommendations and improving patient outcomes,       doi: 10.1093/eurheartj/ehm368
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                                                                  artery disease. In: StatPearls. Treasure Island, FL: Publishing
            5. Conclusion                                         LLC.; 2024.
            The HEART score is a promising predictive tool for   3.   Byrne RA, Rossello X, Coughlan JJ, et al. 2023 ESC Guidelines
            assessing coronary artery lesion complexity in patients   for the management of acute coronary syndromes. Eur Heart
            with NSTE-ACS. Its correlation with the SYNTAX score   J. 2023;44:3720-3826.



            Volume 9 Issue 1 (2025)                        113                              doi: 10.36922/ejmo.5731
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