The most common causes of maternal mortality worldwide are hemorrhage, pre-eclampsia, and sepsis. Lack of access to medical care, comorbidities, and social determinants of health are also considered significant contributors to maternal deaths (
18). The current study demonstrated a high prevalence of pre-eclampsia and eclampsia in deceased women with COVID-19 disease. Similar studies show a high rate of pre-eclampsia in hospitalized pregnant women with COVID-19 (
19,
20). Algeri et al. reported that the risk of pre-eclampsia in pregnant women with COVID-19 was considered a potential threat to maternal and fetal health (
20,
21). A study by Papageorghiou et al. illustrated a significant association between COVID-19 during pregnancy and pre-eclampsia with maternal and neonatal complications and mortality (
21). They represented that COVID-19 during pregnancy is strongly associated with pre-eclampsia, especially among nulliparous women (
22).
Evidence illustrated that COVID-19 infection can predispose individuals to pre-eclampsia by causing disruptions in various body systems, of which peripheral nervous system involvement and thrombotic complications were reported in pregnant women with COVID-19 (
21,
23). These complications may be due to the activation of coagulation pathways and potential progression towards DIC or fibrinolysis, accompanied by increased coagulation activity due to thrombocytopenia (
24). Since pregnancy is associated with increased coagulability, which can occur through increased thrombin production and increased intravascular inflammation, pregnant women with COVID-19 may have additional risk factors for thrombosis (
25,
26).
In another study it was reported that in pregnant women with COVID-19, pregnancy hypercoagulopathy could lead to increased patient mortality and faster disease progression (
27). Furthermore, the physiological changes that occur in the cardiopulmonary system of pregnant women potentially increase both the risk of infection and the severity of COVID-19. Pregnancy-related changes, such as reduced lung volume, increased oxygen consumption, and impaired clearance of respiratory secretions, make pregnant women more vulnerable to respiratory pathogens like SARS-CoV-2 (
28,
29).
Most COVID-19 deaths result from acute respiratory distress syndrome (ARDS), with pulmonary endothelial dysfunction playing a key role. During pregnancy, immune adaptations such as a shift from T helper 1 (Th1) to Th2 responses support fetal growth but increase susceptibility to viral infections (
30). This shift can worsen COVID-19, as Th1 responses, particularly elevated interleukin-6 (IL-6), are linked to lung damage and poorer outcomes (
15,
31,
32). A dominant Th2 immune response in pregnancy may reduce COVID-19 severity. However, during the pro-inflammatory states of the first and third trimesters, pregnant women are more vulnerable to severe inflammation and cytokine storms from SARS-CoV-2, potentially increasing disease severity and mortality (
30,
32,
33).
Moreover, studies suggest that anxiety can trigger pre-eclampsia, and the heightened stress during the COVID-19 pandemic likely contributed to an increased incidence of pre-eclampsia through this mechanism (
34).
Our findings indicated that the mean age of deceased pregnant women and the mean gestational age were 30 years and 31 weeks, respectively. Moreover, our results showed that most individuals had underlying diseases, and all were admitted to the ICU. Brown et al. reported that comorbidities and the number of comorbidities increased the rate of morbidity and mortality in pregnant women (
34,
35). Studies have reported that risk factors for pre-eclampsia include primiparity, maternal age extremes, multiple gestation, obesity, history of hypertension, race, genetic predisposition, placenta previa, diabetes, and renal disease (
36,
37). The immunological hypothesis suggests that impaired development of blocking antibodies against placental antigens may increase the risk of hypertensive disorders in pregnancy (
38).
In the current study, most deceased pregnant women had low socioeconomic and educational status. Women in the low socioeconomic status group still experienced higher rates of inadequate prenatal care, abortion, cesarean delivery, pre-eclampsia, preterm delivery, and obstetric hemorrhage compared to those in the middle/high socioeconomic status group (
39). To address the disparities observed in pregnancy outcomes among women of low socioeconomic status, healthcare authorities should implement targeted interventions aimed at improving access to comprehensive prenatal care.
5.1. Conclusions
These findings highlighted the complex interplay of medical, socioeconomic, and obstetric factors in pregnancy-associated deaths, emphasizing the need for comprehensive prenatal care and management of comorbidities, particularly in the context of the COVID-19 pandemic.
5.2. Limitations
This study provided valuable insights into maternal mortality related to pre-eclampsia; however, the cross-sectional and single-center design and small sample size of the study limited causal inferences and expansion to other populations. Additionally, certain important confounding variables — such as COVID-19 vaccination status, the specific viral variant, and the timing of infection in relation to pregnancy trimester — were not consistently or systematically documented in the medical records and therefore could not be reliably included in our analysis. As a result, there is a risk of residual confounding, which may affect the interpretation of our findings. Future prospective studies with standardized data collection are needed to more comprehensively assess these factors and their impact on pregnancy-associated mortality during the COVID-19 pandemic.