From our results, we found that ECG and EchoCG criteria remain the predictors of PE. The D-dimer cutoff with optimal Se, Sp, PPV, and NPV for PE diagnosis was two times higher than the normal range upper limit, with high Se and NPV.
The PE diagnosis is challenging in COVID-19-affected patients. The incidence of this complication is 1.9 - 8.9% in hospitalized patients. Critically ill patients admitted to intensive care units have the highest risk of developing PE, up to 26.6% (
4,
6,
7). Prolonged immobilization and hypercoagulable state are considered the predisposing factors for PE onset. The hypercoagulable state was confirmed by Tang et al., who demonstrated that higher levels of D-dimer, fibrinogen, prolonged thromboplastin time, prothrombin time, and INR were predictors of poor prognosis in patients affected by SARS-CoV-2 (
1,
8). Viral particles provoke a systemic inflammatory response, which, in turn, leads to a violation of the balance between the procoagulant and anticoagulant state in the body. The immune and coagulation systems are closely linked. Blood clotting is to prevent the loss of blood and immune components.
On the other hand, thrombosis could reduce the entry of microorganisms into the blood. In addition, the constituents of the platelets themselves have antimicrobial activity (
1,
9). Therefore, the body seeks to limit the viral load through thrombosis. Deep venous thrombosis and other sources of non-venous thromboembolism have not been systemically detected in COVID-19 patients complicated by PE. Endothelial dysfunction is blamed as a possible provoker for the development of microthrombosis (
1,
9,
10). Endothelial cells represent nearly one-third of the cells in the bronchoalveolar tree. As a result of the dysfunction, they lose their basic properties such as vasodilation, antiplatelet activity, and fibrinolysis. The endothelial cells themselves have receptors for SARS-CoV-2, namely angiotensin-converting enzyme-2 receptors, which facilitate the penetration of viral particles. Several cytokines released due to a systemic inflammatory response lead to endothelial cell apoptosis (
1,
11).
Another predisposing factor for the hypercoagulable state in the body is hypoxia, which increases the viscosity of the blood. Several risk factors underlie the possibility of developing PE, such as age, obesity, family history of PE, heart and respiratory failure, pregnancy, stroke, trauma, surgery, and neoplastic diseases. It should be noticed that almost all patients with COVID-19, especially those hospitalized, have at least one risk factor and often multiple risk factors for venous thromboembolism. There are predisposing factors for PE in intensive care units, such as immobilization, sedation, and the use of central venous catheters (
1,
12).
On the one hand, the clinical symptoms of COVID-19 patients, including shortness of breath, fever, and cough, are not specific for PE and are explained with the infection. In addition, SARS-CoV-2 binds to the angiotensin-converting enzyme 2 (ACE2) receptor and is expressed in brain neurons and glial cells. Therefore, the manifestation of cerebrovascular symptoms is also possible. A case of a patient with COVID-19 who developed a seizure and cerebral edema because of cerebral venous thrombosis has been described. A study in Italy found that the incidence of venous thromboembolism was 21% in 388 patients with COVID-19. A publication from Iran reported the presence of seizures in a patient with COVID-19 (
13). There is still limited information on the occurrence of neurological symptoms in patients with COVID-19.
The study of the D-dimer does not give us objective information on this infection, and it is debatable to rely on it when considering the possibility of PE. In addition, the use of native computed tomography could not provide specific information for pulmonary thromboembolism. The possibility of developing contrast-induced nephropathy when performing computed tomography pulmoangiography should not be overlooked, especially in patients in shock with severe COVID-19 infection (
4,
14-
18). There are some logistical problems in computed tomography, including microcirculatory occlusions and thrombosis that this method cannot represent. Therefore, a stepwise clinical, laboratory, and radiological evaluation of COVID-19 patients should be performed when assessing the likelihood of PE.
Many data suggest that the prophylactic dose of unfractionated or fractionated heparin improves survival in some patients with criteria for sepsis-induced coagulopathy or very high D-dimer values (
18). Although data are limited, recommendations have also been given for using a therapeutic dose of anticoagulants in hospitalized patients with COVID-19. However, the decision must be strictly individual and consider patients with multiple risk factors and critical conditions (
1,
19,
20).
Algorithms have been developed to use D-dimer in all patients as a triage test to diagnose PE (
20). At low values of 500 - 1000 ng/mL, PE is excluded without the need for CT pulmoangiography. Above these threshold values, it is necessary to implement the test. The threshold values of 500 - 1000 ng/mL in these algorithms have a 100% negative predictive value (
21,
22).
According to Mouhat et al., the threshold above which PE can be most suspected in COVID-patients is 2590 ng/mL. They conducted a retrospective study of 162 patients with severe COVID-19 infection. In this study, this cutoff value had Se of 83.3%, Sp of 83.8%, PPV of 72.9%, and NPV of 90.5%. Therefore, it can be assumed that this threshold would lead to the omission of nearly 17% of pulmonary emboli cases (
22,
23). In contrast to the above studies, we found that the D-dimer cutoff value of 1,032 ng/mL (2.064 times above the upper limit of the normal range) has optimal Se, Sp, PPV, and NPV for PE diagnosis (P = 0.021). Therefore, all these results suggest the need for further research and validation of a uniform cutoff value.
5.1. Limitations
Our limitations are related to the small selected group of patients, but our work continues to expand the cohort and present more detailed results.
5.2. Conclusions
Our results showed that against the background of acute and post-acute COVID-19 conditions, ECG and EchoCG criteria remain the predictors of PE. As for D-dimer values, we found that the cutoff value with optimal Se, Sp, PPV, and NPV for PE diagnosis is two times higher than the upper limit of the normal range, with high Se and NPV. We suggest that a higher D-dimer cutoff value be applied in COVID-19 and post-COVID-19 patients to confirm/dismiss the PE diagnosis.