1. Introduction
Cardiovascular diseases (CVDs), including coronary artery disease (CAD), remain the leading public health problem worldwide [
1,
2,
3]. In Croatia, CAD continues to be the leading cause of death [
4]. Timely and adequate care for patients with acute coronary syndrome (ACS) is particularly important, as early diagnosis and appropriate treatment significantly influence disease outcomes and reduce mortality [
5,
6]. Despite advances in diagnostic and therapeutic options, many countries continue to experience disparities in healthcare availability between urban and rural areas, as highlighted by Mesmar et al. and Ortega-Reig et al. [
7,
8]. Rural areas often have limited access to specialized health services, including invasive cardiological procedures, which can affect the quality of care and lead to higher patient mortality, as found by Faridi et al. [
9].
This study was conducted in a central rural area of Croatia served by Ogulin General Hospital, covering a population of approximately 40,000 inhabitants [
10]. To date, there are no published data on the epidemiological characteristics of CAD, particularly ACS, in this area, representing a significant gap in understanding local health needs. Therefore, based on multi-year monitoring, the main aim of this study was to determine the frequency of ACS and its individual clinical forms as indications for hospitalization in Ogulin General Hospital, to analyze the frequency in relation to patient sex and age, to examine seasonal variations in disease incidence, and to determine the frequency of the emergency transport of patients to other health institutions for invasive cardiac work-up and treatment. The results of this study should contribute to a better understanding of the epidemiological characteristics of ACS in this rural area and provide a basis for further improvements in healthcare for patients with ACS in this area, thus serving as a model for research and, consequently, better quality care for patients in other rural areas.
4. Discussion
Industrialization and urbanization, along with the resulting population migrations, increase disparities in healthcare between urban and rural areas. As health centres are typically concentrated in urban locations, rural populations often have inadequate access to necessary healthcare, which worsens disease prognosis and outcomes, especially in cases of acute cardiovascular events. Numerous studies have emphasized the disparity in the quality of healthcare between rural and urban populations [
14,
15,
16].
The findings of this study are consistent with the broader international literature documenting these disparities in cardiovascular care. Studies have shown that patients with AMI presenting to rural hospitals have higher mortality rates [
9]. Previous research has confirmed that these patients consistently experience longer times to reperfusion, are less likely to receive primary PCI or meet guideline-recommended times to reperfusion, and more frequently receive fibrinolytics than patients living in urban settings [
14,
17]. The absence of both primary PCI capability and fibrinolytic therapy at Ogulin General Hospital, combined with the low transfer rate observed in this study, places the rural population in this catchment area at a particularly high risk of suboptimal outcomes. Each region has specific sociodemographic, geographical, economic, and cultural characteristics, which should influence the public health policy of that area. The implementation of coordinated regional STEMI networks, based on hub-and-spoke models with clearly defined transfer protocols and reperfusion strategies, has been shown to overcome geographical barriers and ensure timely access to invasive treatment for all patients regardless of location [
18].
Our study identified that the incidence of UA did not change over the ten years. At the same time, there was a significant decrease in hospitalizations of patients with STEMI and a significant increase in hospitalizations of patients with NSTEMI. This trend has also been described by other authors, such as Yaser Al Ahmad [
19]. In explaining this dynamic, Rogers et al. emphasize that the cause of such trends is the better adherence to clinical guidelines in the treatment of ACS [
20]. However, the observed increase in NSTEMI hospitalizations may not solely reflect demographic changes or improved guideline adherence. The progressive introduction of high-sensitivity troponin assays during the study period has substantially lowered the detection threshold for myocardial injury, likely contributing to the reclassification of cases previously categorized as unstable angina to NSTEMI. Data on the exact timing of this diagnostic transition at Ogulin General Hospital were not available; however, this possibility should be considered when interpreting the observed temporal trends in ACS subtypes. In addition, the ageing population leads to more frequent chronic non-communicable diseases, such as CAD.
Regarding the seasonal variability of ACS, our study observed a more frequent occurrence of ACS during the winter months, as also highlighted by Kurihara et al. [
21]. The causes of this pattern are still not fully understood. However, it is assumed that one significant factor is cold-induced vasoconstriction, which leads to increased vascular resistance and blood pressure, higher blood viscosity, and a higher tendency for thrombus formation [
22,
23]. This is further facilitated by the consumption of larger amounts of salt and fat in the diet during colder months [
24,
25]. Additionally, the more frequent occurrence of various (primarily respiratory) infections, which stimulate the body’s systemic immune response, contributes to the further destabilization of coronary artery plaque and, consequently, a higher incidence of acute coronary events in winter [
26]. Our study did not show significant seasonal differences in the incidence of individual forms of ACS, although a slightly higher number of NSTEMI cases was recorded in November and STEMI in April. This distinguishes our findings from those of other studies, such as Baaten et al., which report more frequent plaque rupture (characteristic of STEMI) in winter and plaque erosion and NSTEMI in summer [
27]. In our study, when observing the occurrence by month, the number of hospitalizations for STEMI decreased, while the number of hospitalizations for NSTEMI increased.
No statistically significant difference in the incidence of ACS was found between genders, although the incidence of STEMI and NSTEMI in men was higher in absolute terms. This deviates from previous studies, which indicate a higher incidence of CAD in men, especially compared to women of the same age [
28,
29]. Men are more likely to develop CAD at a younger age due to a higher tendency towards risky behaviour and unhealthy habits and lifestyle compared to women [
30]. Hormonal changes during menopause, including a drop in oestrogen, affect vascular function and increase the risk of atherosclerosis and CAD in older women [
31].
Considering the age of the patients, NSTEMI predominates in the elderly, while UA is most common in the working population. These findings are consistent with the study by Bhalareo et al., who reported the prevalence of NSTEMI and UA in those over 55 years of age [
32]. Several cases of NSTEMI were recorded in the younger population, which aligns with previous findings on the higher prevalence of NSTEMI in young adults compared to STEMI [
33].
As invasive cardiac procedures are not performed at Ogulin General Hospital, the analysis also included the transfer of patients with ACS to other health institutions. A statistically significant difference in the transfer of patients with ACS was found during the study period. Of the 732 patients, only 39.21% were transferred to another health institution for further treatment. A particularly low number of transfers was recorded in 2014 (12.00%) and 2016 (10.71%), although an overall positive trend in the number of patient transfers was observed during the study period, especially in 2021 (59.74%) and 2023 (57.75%). Nevertheless, these values remain low compared to current recommendations for the management of ACS, particularly considering that fibrinolytic therapy is not used in prehospital care in the study area [
34]. The lowest transfer rate was recorded in patients with STEMI, at 12.89%, and the highest in patients with NSTEMI, at 51.57%.
During the study period, no formal emergency medical services (EMS) protocol existed for the direct transport of STEMI patients to a PCI centre, bypassing Ogulin General Hospital. Hence, all patients with ACS from the catchment area were first admitted to Ogulin General Hospital, where the treating physician decided on transfer. Thus, the reported transfer rates reflect the complete picture of ACS management in this catchment area, with no selection bias introduced by prehospital triage to higher-level facilities. The low transfer rate among STEMI patients (only 12.89%) deserves particular emphasis in the context of current ESC guideline recommendations. As shown in
Figure 1, the nearest PCI centres are in Rijeka (87 km, approximately 76 min transport time) and Zagreb (109 km, approximately 80 min transport time). Given that these transport times alone approach the 120 min guideline threshold for first medical contact to reperfusion, and considering the additional time required from symptom onset to hospital arrival and from admission to transfer decision, it is highly probable that most STEMI patients in this catchment area could not have achieved timely primary PCI even if transfer had been initiated promptly. Under these circumstances, the current ESC guidelines recommend fibrinolysis as a bridging reperfusion strategy. However, fibrinolytic therapy was not available at Ogulin General Hospital during the study period, meaning that the overwhelming majority of STEMI patients received no reperfusion therapy. This represents the most critical gap identified in this study and one that likely had direct consequences for patient survival and myocardial recovery; this is strong evidence for the urgent establishment of a regional protocol that either guarantees timely transfer or ensures the availability of fibrinolytic therapy as a bridging measure—a challenge that extends beyond this catchment area and reflects broader inequalities in access to emergency cardiac care across rural regions.
The findings of this study suggest several directions for future research. First, prospective studies incorporating detailed data on in-hospital treatment, including reperfusion strategy, antiplatelet therapy, and time from symptom onset to first medical contact, would allow a more complete assessment of guideline adherence in this setting. Second, the establishment of a regional STEMI registry covering all hospitals within the catchment area, including potential future data on direct EMS transport, would provide a more comprehensive picture of ACS management across the region. Third, outcome data, including in-hospital mortality, MACE, and long-term follow-up after discharge, should be systematically collected to evaluate the clinical consequences of the organisational gaps identified in this study. Finally, the introduction of fibrinolytic therapy at Ogulin General Hospital or the implementation of a formal regional transfer protocol with guaranteed response times should be evaluated prospectively to assess its impact on reperfusion rates and patient outcomes.
Limitations of the Study
Although this study provides valuable data, it has several limitations. First, its retrospective design and reliance on hospital medical records may have resulted in incomplete or insufficiently detailed data, and the single-centre setting limits the generalizability of the findings to other geographic areas. Although the absence of a direct EMS bypass protocol means the dataset captures all ACS patients admitted from the catchment area, precise timing data—including time from symptom onset to first medical contact and from admission to transfer decision—were not available, precluding a full assessment of guideline adherence regarding reperfusion timelines.
The analysis also did not include several factors that may influence ACS incidence and outcomes, such as detailed comorbidity data, socioeconomic status, and lifestyle habits. Regarding in-hospital management, data on pharmacological treatment—including antiplatelet agents—were not systematically collected. However, fibrinolytic therapy was not performed at Ogulin General Hospital during the study period, meaning that STEMI patients who were not transferred to a PCI centre received no reperfusion therapy. In-hospital outcomes, including mortality, MACE, and bleeding complications, as well as long-term outcomes after discharge, were similarly not assessed.
Additionally, anthropometric data that may be relevant to cardiovascular risk stratification—including chest morphology parameters—were not collected as part of routine clinical documentation and, therefore, could not be included in the analysis [
35]. Finally, data on the specific troponin assays used throughout the observation period were not available. The potential introduction of high-sensitivity troponin testing during this period may have influenced the classification of ACS subtypes—particularly the relative proportions of NSTEMI and unstable angina—and represents an additional methodological limitation.