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Journal of Clinical Medicine
  • Review
  • Open Access

6 July 2021

The Link between SARS-CoV-2 Infection, Inflammation and Hypercoagulability-Impact of Hemorheologic Alterations on Cardiovascular Mortality

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1
Clinic of Cardiology, University of Medicine, Pharmacy, Science, and Technology, George Emil Palade of Targu Mures, 540139 Targu Mures, Romania
2
Clinic of Hematology and Bone Marrow Transplantation Unit, University of Medicine, Pharmacy, Science, and Technology, George Emil Palade of Targu Mures, 540139 Targu Mures, Romania
*
Author to whom correspondence should be addressed.
This article belongs to the Special Issue COVID-19 and the Cardiovascular System: Implications for Risk Assessment, Diagnosis, and Treatment Options

Abstract

The link between severe forms of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection and cardiovascular diseases has been well documented by various studies that indicated a higher risk of cardiovascular complications in COVID-19 patients, in parallel with a higher risk of mortality in COVID-19 patients with underlying cardiovascular diseases. It seems that inflammation, which is a major pathophysiological substrate for both acute myocardial infarction and severe forms of COVID-19, may play a pivotal role in the interrelation between these two critical conditions, and hypercoagulability associated with SARS-CoV-2 infection could be responsible for acute cardiovascular complications. The neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) proved to be independent predictors for prognosis in acute coronary syndromes and systemic inflammatory diseases; therefore, they may be used as independent prognostic markers of disease severity in COVID-19 infection. The aim of this review is to present the most recent advances in understanding the complex link between SARS-CoV-2 infection, inflammation and alteration of blood coagulability and hemorheology, leading to major cardiovascular events.

1. Introduction

COVID-19 pandemic has caused a huge economic and health burden worldwide. The new coronavirus not only causes respiratory disease but also affects the cardiovascular system. There is growing evidence that COVID-19 infection is associated with severe cardiovascular events, such as acute heart failure, coronary artery thrombosis or myocardial infarction [1,2,3].
Different types of myocardial injury, acute heart failure, arrhythmia and venous thromboembolism appear to be more common among those infected with the new coronavirus. It has also been found that COVID-19-infected people are more likely to present with acute coronary syndrome (ACS), and the risk of heart failure has increased in a significant proportion of cases even before hospitalization for COVID-19 infection [2,4,5,6].
It is well known that in acute coronary syndromes, an acute inflammatory reaction superposed on a chronic inflammatory status may trigger an acute cardiovascular event. Inflammation-mediated endothelial dysfunction may lead to atheromatous plaque rupture and coronary thrombosis, leading to acute coronary syndrome and consequent severe myocardial injury.
Taking into consideration the strong inflammatory background of atherosclerosis, it is not surprising that cardiovascular complications, especially acute coronary syndromes, are more frequent during COVID-19 disease and a few weeks later. At the same time, COVID-19 patients frequently present an increase of D-dimers, suggesting that COVID infection is associated with increased systemic thrombogenicity [1].
However, there is still limited data in the literature about the neutrophil or platelet to lymphocyte ratios (PLR and NLR) in COVID-19 patients and their association with microvascular thrombosis. When elevated, these ratios indicate a higher risk for acute cardiovascular events and mortality, but their impact on cardiovascular mortality in COVID-19 patients is still under investigation [5]. The link between inflammation and thrombosis has been extensively studied in the latest years, but their complex association in COVID-19 patients, as well as their contribution to increased mortality in critical COVID-19 cases, is still a topic of great interest and not fully understood so far. Most data published in the literature focuses on the role of inflammation on severe COVID-19 cases, or on hypercoagulability in COVID-19 patients, which predisposes to cardiovascular complications, deep vein thrombosis and pulmonary embolism [4]. A clear description on the relationship between alteration of blood hemorheology, inflammation and cardiovascular complications in COVID-19 patients, integrating these different approaches in a common view, is still lacking in the literature.
The aim of this review is to present the most recent advances in understanding the complex link between SARS-CoV-2 infection and alteration of blood coagulability, underlining the usefulness of hemorheological parameters, especially PLR and NLR, leading to major cardiovascular events via an inflammatory-mediated mechanism.

2. COVID-19, a Thromboinflammatory Disease

As indicated by recent data, inflammation caused by COVID-19 may be associated with alteration of coagulation parameters, leading to an increased risk of thromboembolic complications. It seems that a direct association exists between COVID-19 and blood hypercoagulability, since elevated levels of D-dimers and fibrin degradation products, as well as prolongation of prothrombin time, have been documented in severe forms of COVID-19 and are significantly associated with increased mortality [1,7,8,9,10,11].
The incidence of thromboembolic episodes in COVID-19 infection is relatively high. The pathomechanism of these severe complications involves COVID-19-specific pro-coagulants and a localized thromboinflammatory syndrome at the level of endothelial cells, which leads to a thrombotic disease that can affect all the systems in the human body [12].
Thromboembolic manifestations of COVID-19 may be divided in two categories: (1) arterial thrombotic complications, mainly coronary artery thrombosis, and (2) venous thrombotic complications, mainly deep vein thrombosis and pulmonary embolism.
Klok et al. reported that, despite low molecular weight heparin prophylaxis, arterial or venous thrombosis occur in 31% of COVID-19 cases hospitalized in intensive care units. In 81% of these cases the thrombotic event was pulmonary embolism, which occurred in 25 patients, while arterial thrombosis was recorded in 3.7% of cases [13]. In a study performed in Italy by Corrado et al. on 388 patients (16% from intensive care units), the rate of thrombotic events was 21%. Notably, 34.2% of the patients benefited from prophylactic anticoagulant treatment [14]. Stefanini et al. performed a study in 28 patients with COVID-19 infection and myocardial infarction. For 24 patients, myocardial infarction was the first manifestation of COVID-19, while the other 4 patients developed ST segment elevation myocardial infarction (STEMI) during hospitalization [15].
In the light of all these data, it becomes clear that a direct link exists between COVID-19 infection, inflammation and blood coagulability. Figure 1 illustrates the link between SARS-CoV-2 infection, inflammation and systemic hypercoagulability leading to acute cardiovascular events.
Figure 1. The link between SARS-CoV-2 infection, inflammation, cytokine storm and hypercoagulability leading to acute cardiovascular events (pulmonary embolism, myocardial infarction and deep vein thrombosis).
COVID-19 infection causes an overwhelmed inflammatory response with high levels of inflammatory cytokines, primarily tumor necrosis factor-α (TNF-α), interleukins (IL-2, IL-6, IL-7) and chemokines resulting in cytokine storm. This inflammatory reaction may trigger hemorhelogic alterations and blood hypercoagulability, predisposing to arterial and venous thrombosis. This may ultimately lead to severe cardiovascular complications, such as acute myocardial infarction, deep vein thrombosis and pulmonary embolism.

3. Platelet Activation and Acute Coronary Syndromes in COVID-19

The relation between platelet activation and myocardial infarction has been documented by various studies. Platelet activation is associated with a higher risk of irreversible damage of microcirculation despite successful recanalization, a condition known as “no reflow phenomenon”, which is favored by enhanced inflammation [16,17].
Several ratios between hemorheology parameters have been recently introduced as markers of increased risk associated with platelet activation or inflammation. For instance, PLR provides data on both aggregation pathways and inflammatory status. Therefore, this ratio is a better indicator of cardiovascular risk than the number of lymphocytes or platelets itself, since it reflects both inflammatory and coagulation pathways [18,19,20]. NLR is tightly connected with an increased level of inflammation in the body and may orient towards existence of an ongoing immune response in the human body [21,22,23,24,25].
Figure 2 illustrates the link between different hemorheologic ratios, inflammation and coagulation favored by alteration of blood hemorheology.
Figure 2. Hemorheologic indices (NLR, PLR) and their association with inflammation and thrombosis.
NLR reflects the inflammatory milieu: increased NLR predicts the risk of major adverse cardiac events, the no reflow phenomenon in myocardial infarction and reflects disease severity in COVID-19 infection. PLR indicates the degree of inflammation and the prothrombotic state of the patient. An elevated platelet to lymphocyte ratio is associated with an increased risk of arterial thrombosis, predicts the no reflow phenomenon in myocardial infarction, and is associated with disease severity in COVID-19 patients.
A study conducted by Li et al. evaluated the prognostic value of PLR in elderly patients with acute myocardial infarction and found that PLR is an independent risk factor for negative outcomes, while NLR was the strongest predictor of adverse outcomes in stable and unstable coronary syndromes [26]. In a retrospective study, Yildiz et al. proved that high PLR and NLR are independent risk factors for development of the no reflow phenomenon in revascularized acute myocardial infarction [27].
Table 1 summarizes the most relevant studies published in the literature on the most commonly used hemorheological indices (PLR and NLR) and their relationship with acute cardiovascular events. All these data from the pre-COVID period indicate that hemorheology indices may serve as reliable predictors of clinical outcomes in the general population with acute coronary syndromes, COVID or non-COVID.
Table 1. Most relevant studies on hemorheological indices (platelet to lymphocyte-PLR and neutrophil to lymphocyte ratio-NLR) and their relationship with acute cardiovascular events.
Particularly for COVID-19 patients, platelet activation, which may be triggered by systemic inflammation, is directly linked with the risk of arterial thrombosis, a major determinant of worse outcomes. Cardiovascular complications associated with increased aggregability in COVID patients include acute myocardial infarction and ischemic stroke, occurring with a high incidence in patients with activated platelets. At the same time, patients with pre-existing cardiovascular risk factors may have already established endothelial dysfunction, and therefore be exposed to a higher risk to develop severe forms of COVID-19 [28,29].
A study published this year on more than 300 consecutive patients presented to the emergency room showed that both PLR and NLR levels are elevated in COVID-19-positive patients, while absolute lymphocyte and platelet levels are elevated in COVID-19-negative patients compared to positive ones [37].
Moreover, a recent study on 131 patients diagnosed with COVID-19 in Wuhan explored whether the neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) are associated with the development of death in patients infected with SARS-CoV-2. This study found that an NLR of 3.338 may represent a cut-off for predicting all-cause mortality of COVID-19, while a cut-off of 2.3 may serve to indicate a potential risk for worse clinical evolution. However, PLR was not that useful for predicting clinical outcomes in COVID-19 population [38].
In a recent meta-analysis on 20 studies including 3508 COVID-19 patients, both NLR and PLR were strong predictors of clinical deterioration, patients with severe forms having significantly higher levels of NLR and PLR compared to non-severe cases (standard mean difference 2.8 (p < 0.0001) for NLR and 1.8 (p < 0.0001) for PLR [39].
All these data establish the role of hemorheology indices as independent prognostic markers of disease severity and risk of death in COVID-19 patients. However, it is still a matter of debate whether the problem is the ratio itself or the low number of lymphocytes. Since PLR reflects both inflammatory and aggregation status, it might seem difficult to identify the particular element associated with higher risk of cardiac events: the low number of lymphocytes or the high number of platelets [34]. The ratio between them may be especially relevant, since it reflects a particular disturbance of the hemorheologic balance, while aggregation and inflammation are strongly interconnected especially in critical cases. However, lymphocyte count is the common denominator in NLR and PLR, and elevation of both NLR and PLR is associated with increased mortality in COVID-19 infection. All these data indicate that decrease of lymphocyte count is directly involved in the complex pathophysiology of critical COVID-19 cases, ultimately leading to severe respiratory distress and death. Lymphocytes give rise to cytokines, which may be protective or disruptive. It seems that the diminished number of lymphocytes express a selective inability to generate protective cytokines such as type I interferon, and this may be related with increased COVID-19 mortality as well as with worse cardiovascular outcomes [38].
The fact that, prior to the COVID era, NLR and PLR have been described as strong predictors of no-reflow phenomenon and adverse events in non-COVID patients with acute myocardial infarction underlines that their role is not limited to inflammatory-mediated reactions in COVID-19. Other mechanisms linked to the complex inter-relation between inflammation and platelet aggregability, reflected by these ratios, are most likely involved in the unfavorable evolution of these cases [40].

5. Biomarkers Associated with Worse Prognosis in COVID-19 Patients

Troponin elevation during COVID-19 infection can reveal an acute myocardial injury, which may be related to either myocarditis or acute myocardial infarction. Acute heart injuries were observed in 12% of COVID-19 patients and an increase of cardiac troponin, as the biomarker for myocardial injury, was reported in 5–25% of hospitalized patients for SARS-COV 2 infection [67,68,69].
A diagnosis of acute myocardial injury was established based on elevated cardiac biomarkers and electrocardiogram changes in 7–8% of COVID patients. The mechanisms responsible for acute coronary syndrome in SARS-COV 2 infection include arterial hypoxia, hypoperfusion, adrenergic stimulation, rupture of the atheroscerotic plaque, microthrombosis due to systemic inflammation and cytokine storm, spasm of the coronary arteries or angiotensin converting enzyme interceded injury [69]. A massive inflammation in any organ leads to release of cytokines such as IL-6, IL-8, TNF alpha which can trigger the inflammatory cells in the atherosclerotic plaque [70,71].
Yang et al. evaluated the potential risk factors for acute myocardial injury in patients infected with the novel coronavirus. They enrolled 149 COVID-19 positive patients and found that cardiac Troponin I levels were in significant correlation with ferritin levels, IL-6, IL-8 and high-sensitivity CRP [72].
Moriarty et al. demonstrated that an increase in serum levels of lipoprotein(a) in COVID-19 patients is associated with a higher risk for thrombosis. These lipoproteins are involved in the destabilization of the atherosclerotic plaques, which can be a reason for the apparition of an acute myocardial infarction [73].
While a large number of studies demonstrate the role of various biomarkers, including D-dimer, C-reactive protein, platelet count or hemorheologic indices for prediction of death, clinical deterioration or thrombotic events in COVID-19 patients, the data published so far do not sufficiently differentiate biomarkers associated with increased risk for arterial thrombosis from those associated with a higher risk of venous thrombosis. Although it might seem logical that biomarkers associated with increased risk of coronary events (such as C-reactive protein as a marker of persistent inflammation favoring coronary plaque progression) are related more to arterial than venous thrombosis, there is no clear evidence so far to document this hypothesis, which deserves further studies.

6. Conclusions

COVID-19 is associated not only with systemic inflammation, but also with a pro-coagulant status which favors the development of severe cardiovascular events. The appearance of cytokine storm in the evolution of the infection triggers the sudden onset of a complex pathophysiological mechanism that leads to altered hemorheologic parameters and increased thrombogenicity. This may ultimately result in acute myocardial infarction or pulmonary embolism, making COVID-19 a severe thromboinflammatory disease. NLR and PLR, hemorheological parameters indirectly reflecting systemic inflammation, seem to be correlated with the severity of COVID-19 and especially with cardiovascular complications of this devastating disease.

Author Contributions

Conceptualization: J.S.-K.; I.B. (Istvan Bendek), J.S.-K. helped to design the study, analyze the data, and write the manuscript; S.P. contributed to the drafting of the manuscript; I.B. (Imre Benedek) contributed to the critical revision of the manuscript for intellectual content. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Matsushita, K.; Hess, S.; Marchandot, B.; Sato, C.; Truong, D.P.; Kim, N.T.; Weiss, A.; Jesel, L.; Ohlmann, P.; Morel, O. Clinical features of patients with acute coronary syndrome during the COVID-19 pandemic. J. Thromb. Thrombolysis 2020, 1–10. [Google Scholar] [CrossRef] [PubMed]
  2. Nishiga, M.; Wang, D.W.; Han, Y.; Lewis, D.B.; Wu, J.C. COVID-19 and cardiovascular disease: From basic mechanisms to clinical perspectives. Nat. Rev. Cardiol. 2020, 17, 543–558. [Google Scholar] [CrossRef]
  3. Fried, J.A.; Ramasubbu, K.; Bhatt, R.; Topkara, V.K.; Clerkin, K.J.; Horn, E.; Rabbani, L.; Brodie, D.; Jain, S.S.; Kirtane, A.J.; et al. The Variety of Cardiovascular Presentations of COVID-19. Circulation 2020, 141, 1930–1936. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  4. Mahmud, E.; Dauerman, H.L.; Welt, F.G.; Messenger, J.C.; Rao, S.V.; Grines, C.; Mattu, A.; Kirtane, A.J.; Jauhar, R.; Meraj, P.; et al. Management of Acute Myocardial Infarction During the COVID-19 Pandemic. J. Am. Coll. Cardiol. 2020, 76, 1375–1384. [Google Scholar] [CrossRef] [PubMed]
  5. Harari, R.; Bangalore, S.; Chang, E.; Shah, B. COVID-19 complicated by acute myocardial infarction with extensive thrombus burden and cardiogenic shock. Catheter. Cardiovasc. Interv. 2021, 97. [Google Scholar] [CrossRef]
  6. Hendren, N.S.; Drazner, M.H.; Bozkurt, B.; Cooper, L.T., Jr. Description and Proposed Management of the Acute COVID-19 Cardiovascular Syndrome. Circulation 2020, 141, 1903–1914. [Google Scholar] [CrossRef] [PubMed]
  7. E Colling, M.; Kanthi, Y. COVID–19-associated coagulopathy: An exploration of mechanisms. Vasc. Med. 2020, 25, 471–478. [Google Scholar] [CrossRef] [PubMed]
  8. Larsen, J.B.; Pasalic, L.; Hvas, A.-M. Platelets in Coronavirus Disease 2019. Semin. Thromb. Hemost. 2020, 46, 823–825. [Google Scholar] [CrossRef]
  9. Violi, F.; Pastori, D.; Cangemi, R.; Pignatelli, P.; Loffredo, L. Hypercoagulation and Antithrombotic Treatment in Coronavirus 2019: A New Challenge. Thromb. Haemost. 2020, 120, 949–956. [Google Scholar] [CrossRef] [PubMed]
  10. Gąsecka, A.; Borovac, J.A.; Guerreiro, R.A.; Giustozzi, M.; Parker, W.; Caldeira, D.; Chiva-Blanch, G. Thrombotic Complications in Patients with COVID-19: Pathophysiological Mechanisms, Diagnosis, and Treatment. Cardiovasc. Drugs Ther. 2021, 35, 215–229. [Google Scholar] [CrossRef]
  11. Khandait, H.; Gandotra, G.; Sachdeva, S.; Kramer, C.A.; Nye, D.; Golamari, R.; Jain, R. COVID-19 and Hematology—What Do We Know So Far? SN Compr. Clin. Med. 2020, 2, 2631–2636. [Google Scholar] [CrossRef] [PubMed]
  12. Vernuccio, F.; Lombardo, F.; Cannella, R.; Panzuto, F.; Giambelluca, D.; Arzanauskaite, M.; Midiri, M.; Cabassa, P. Thromboembolic complications of COVID-19: The combined effect of a pro-coagulant pattern and an endothelial thrombo-inflammatory syndrome. Clin. Radiol. 2020, 75, 804–810. [Google Scholar] [CrossRef] [PubMed]
  13. Klok, F.A.; Kruip, M.J.H.A.; van der Meer, N.J.M.; Arbous, M.S.; Gommers, D.A.M.P.J.; Kant, K.M.; Kaptein, F.H.J.; van Paassen, J.; Stals, M.A.M.; Huisman, M.V.; et al. Incidence of thrombotic complications in critically ill ICU patients with COVID-19. Thromb. Res. 2020, 191, 145–147. [Google Scholar] [CrossRef] [PubMed]
  14. Lodigiani, C.; Iapichino, G.; Carenzo, L.; Cecconi, M.; Ferrazzi, P.; Sebastian, T.; Kucher, N.; Studt, J.-D.; Sacco, C.; Bertuzzi, A.; et al. Venous and arterial thromboembolic complications in COVID-19 patients admitted to an academic hospital in Milan, Italy. Thromb. Res. 2020, 191, 9–14. [Google Scholar] [CrossRef] [PubMed]
  15. Stefanini, G.G.; Montorfano, M.; Trabattoni, D.; Andreini, D.; Ferrante, G.; Ancona, M.B.M.; Metra, M.; Curello, S.; Maffeo, D.; Pero, G.; et al. ST-Elevation Myocardial Infarction in Patients With COVID-19. Circulation 2020, 141, 2113–2116. [Google Scholar] [CrossRef]
  16. Bouleti, C.; Mewton, N.; Germain, S. The no-reflow phenomenon: State of the art. Arch. Cardiovasc. Dis. 2015, 108, 661–674. [Google Scholar] [CrossRef] [Green Version]
  17. Kurtul, A.; Yarlioglues, M.; Murat, S.N.; Ergun, G.; Duran, M.; Kasapkara, H.A.; Demircelik, M.B.; Cetin, M.; Ocek, A.H. Usefulness of the Platelet-to-Lymphocyte Ratio in Predicting Angiographic Reflow after Primary Percutaneous Coronary Intervention in Patients with Acute ST-Segment Elevation Myocardial Infarction. Am. J. Cardiol. 2014, 114, 342–347. [Google Scholar] [CrossRef]
  18. Toprak, C.; Tabakci, M.M.; Simsek, Z.; Arslantas, U.; Durmus, H.I.; Ocal, L.; Demirel, M.; Ozturkeri, B.; Ozal, E.; Kargin, R. Platelet/lymphocyte ratio was associated with impaired myocardial perfusion and both in-hospital and long-term adverse outcome in patients with ST-segment elevation acute myocardial infarction undergoing primary coronary intervention. Adv. Interv. Cardiol. 2015, 4, 288–297. [Google Scholar] [CrossRef]
  19. Dong, G.; Huang, A.; Liu, L. Platelet-to-lymphocyte ratio and prognosis in STEMI: A meta-analysis. Eur. J. Clin. Investig. 2021, 51. [Google Scholar] [CrossRef]
  20. Kounis, N.G.; Koniari, I.; Plotas, P.; Soufras, G.D.; Tsigkas, G.; Davlouros, P.; Hahalis, G. Inflammation, Thrombosis, and Platelet-to-Lymphocyte Ratio in Acute Coronary Syndromes. Angiology 2021, 72, 6–8. [Google Scholar] [CrossRef] [PubMed]
  21. Vakili, H.; Shirazi, M.; Charkhkar, M.; Khaheshi, I.; Memaryan, M.; Naderian, M. Correlation of platelet-to-lymphocyte ratio and neutrophil-to-lymphocyte ratio with thrombolysis in myocardial infarction frame count in ST-segment elevation myocardial infarction. Eur. J. Clin. Investig. 2017, 47, 322–327. [Google Scholar] [CrossRef] [PubMed]
  22. Seaoud, E.; Mohamed, A.A.H.A.; Elkot, M.A. The Role of the Platelet/Lymphocyte Ratio and Neutrophil/Lymphocyte Ratio in Predicting High-Risk Heart Score in Patients Admitted with Non-ST Elevation Acute Coronary Syndrome. Pulse 2020, 8, 66–74. [Google Scholar] [CrossRef] [PubMed]
  23. Oylumlu, M.; Oylumlu, M.; Arslan, B.; Polat, N.; Özbek, M.; Demir, M.; Yildiz, A.; Toprak, N. Platelet-to-lymphocyte ratio is a predictor of long-term mortality in patients with acute coronary syndrome. Postępy Kardiol. Interwencyjnej Adv. Interv. Cardiol 2020, 16, 170–176. [Google Scholar] [CrossRef]
  24. Li, H.; Zhou, Y.; Ma, Y.; Han, S.; Zhou, L. The prognostic value of the platelet-to-lymphocyte ratio in acute coronary syndrome: A systematic review and meta-analysis. Kardiol. Polska 2017, 75, 666–673. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  25. Li, W.; Liu, Q.; Tang, Y. Platelet to lymphocyte ratio in the prediction of adverse outcomes after acute coronary syndrome: A meta-analysis. Sci. Rep. 2017, 7, 40426. [Google Scholar] [CrossRef]
  26. Li, L.; Ma, Y.; Geng, X.; Tan, Z.; Wang, J.; Cui, C.; Wang, H.-L.; Shang, X. Platelet-to-lymphocyte ratio relates to poor prognosis in elderly patients with acute myocardial infarction. Aging Clin. Exp. Res. 2021, 33, 619–624. [Google Scholar] [CrossRef] [PubMed]
  27. Yildiz, A.; Yuksel, M.; Oylumlu, M.; Polat, N.; Akyuz, A.; Acet, H.; Aydin, M.; Ülgen, M.S. The Utility of the Platelet–Lymphocyte Ratio for Predicting No Reflow in Patients With ST-Segment Elevation Myocardial Infarction. Clin. Appl. Thromb. 2014, 21, 223–228. [Google Scholar] [CrossRef]
  28. Ayça, B.; Akın, F.; Celik, O.; Sahin, I.; Yildiz, S.S.; Avci, I.I.; Gulsen, K.; Okuyan, E.; Dinckal, M.H. Neutrophil to Lymphocyte Ratio is Related to Stent Thrombosis and High Mortality in Patients With Acute Myocardial Infarction. Angiology 2014, 66, 545–552. [Google Scholar] [CrossRef]
  29. Anwar, I.W.; Wijaya, I.P.; Sukrisman, L.; A Nasution, S.; Rumende, C.M. Diagnostic Accuracy of Platelet/Lymphocyte Ratio for Screening Complex Coronary Lesion in Different Age Group of Patients with Acute Coronary Syndrome. Acta Med. Indones. 2018, 50, 185–192. [Google Scholar] [PubMed]
  30. Mansiroglu, A.K.; Sincer, I.; Gunes, Y. Assessment of neutrophil and neutrophil/lymphocyte ratio in coronary collateral developed patients with acute coronary syndrome. Revista da Associação Médica Brasileira 2020, 66, 954–959. [Google Scholar] [CrossRef]
  31. Tamhane, U.U.; Aneja, S.; Montgomery, D.; Rogers, E.-K.; Eagle, K.A.; Gurm, H.S. Association Between Admission Neutrophil to Lymphocyte Ratio and Outcomes in Patients With Acute Coronary Syndrome. Am. J. Cardiol. 2008, 102, 653–657. [Google Scholar] [CrossRef] [PubMed]
  32. Yilmaz, M.; Tenekecioglu, E.; Arslan, B.; Bekler, A.; Ozluk, O.A.; Karaagac, K.; Agca, F.V.; Peker, T.; Akgumus, A. White Blood Cell Subtypes and Neutrophil–Lymphocyte Ratio in Prediction of Coronary Thrombus Formation in Non-ST-Segment Elevated Acute Coronary Syndrome. Clin. Appl. Thromb. 2013, 21, 446–452. [Google Scholar] [CrossRef]
  33. Oylumlu, M.; Yildiz, A.; Oylumlu, M.; Yuksel, M.; Polat, N.; Bilik, M.Z.; Akyuz, A.; Aydin, M.; Acet, H.; Soydinc, S. Platelet-to-lymphocyte ratio is a predictor of in-hospital mortality patients with acute coronary syndrome. Anatol. J. Cardiol. 2015, 15, 277–283. [Google Scholar] [CrossRef]
  34. Wagdy, S.; Sobhy, M.; Loutfi, M. Neutrophil/Lymphocyte Ratio as a Predictor of In-Hospital Major Adverse Cardiac Events, New-Onset Atrial Fibrillation, and No-Reflow Phenomenon in Patients with ST Elevation Myocardial Infarction. Clin. Med. Insights Cardiol. 2016, 10, 19–22. [Google Scholar] [CrossRef] [Green Version]
  35. Badran, H.M.; Fatah, A.A.; Soltan, G. Platelet/ lymphocyte ratio for prediction of no reflow phenomenon in ST elevation myocardial infarction managed with primary percutanous coronary intervention. J. Clin. Transl. Res. 2020, 6, 20–26. [Google Scholar] [CrossRef] [PubMed]
  36. Wang, X.; Xie, Z.; Liu, X.; Huang, X.; Lin, J.; Huang, D.; Yu, B.; Hou, J. Association of Platelet to lymphocyte ratio with non-culprit atherosclerotic plaque vulnerability in patients with acute coronary syndrome: An optical coherence tomography study. BMC Cardiovasc. Disord. 2017, 17, 175. [Google Scholar] [CrossRef] [Green Version]
  37. Seyit, M.; Avci, E.; Nar, R.; Senol, H.; Yilmaz, A.; Ozen, M.; Oskay, A.; Aybek, H. Neutrophil to lymphocyte ratio, lymphocyte to monocyte ratio and platelet to lymphocyte ratio to predict the severity of COVID-19. Am. J. Emerg. Med. 2021, 40, 110–114. [Google Scholar] [CrossRef]
  38. Wang, X.; Li, X.; Shang, Y.; Wang, J.; Zhang, X.; Su, D.; Zhao, S.; Wang, Q.; Liu, L.; Li, Y.; et al. Ratios of neutrophil-to-lymphocyte and platelet-to-lymphocyte predict all-cause mortality in inpatients with coronavirus disease 2019 (COVID-19): A retrospective cohort study in a single medical centre. Epidemiol. Infect. 2020, 148, 1–25. [Google Scholar] [CrossRef] [PubMed]
  39. Chan, A.S.; Rout, A. Use of Neutrophil-to-Lymphocyte and Platelet-to-Lymphocyte Ratios in COVID-19. J. Clin. Med. Res. 2020, 12, 448–453. [Google Scholar] [CrossRef]
  40. Wang, L.; He, W.; Yu, X.; Hu, D.; Bao, M.; Liu, H.; Zhou, J.; Jiang, H. Coronavirus disease 2019 in elderly patients: Characteristics and prognostic factors based on 4-week follow-up. J. Infect. 2020, 80, 639–645. [Google Scholar] [CrossRef]
  41. Gao, S.; Jiang, F.; Jin, W.; Shi, Y.; Yang, L.; Xia, Y.; Jia, L.; Wang, B.; Lin, H.; Cai, Y.; et al. Risk factors influencing the prognosis of elderly patients infected with COVID-19: A clinical retrospective study in Wuhan, China. Aging 2020, 12, 12504–12516. [Google Scholar] [CrossRef]
  42. Gao, Y.M.; Xu, G.; Wang, B.; Liu, B.C. Cytokine storm syndrome in coronavirus disease 2019: A narrative review. J. Intern. Med. 2021, 289, 147–161. [Google Scholar] [CrossRef]
  43. Bhaskar, S.; Sinha, A.; Banach, M.; Mittoo, S.; Weissert, R.; Kass, J.S. Cytokine storm in COVID-19—Immunopathological mechanisms, clinical considerations, and therapeutic approaches: The REPROGRAM consortium position paper. Front. Immunol. 2020, 11, 1648. [Google Scholar] [CrossRef] [PubMed]
  44. Tang, Y.; Liu, J.; Zhang, D.; Xu, Z.; Ji, J.; Wen, C. Cytokine storm in COVID-19: The current evidence and treatment strategies. Front. Immunol. 2020, 11, 1708. [Google Scholar] [CrossRef]
  45. Bastug, A.; Bodur, H.; Erdogan, S.; Gokcinar, D.; Kazancioglu, S.; Kosovali, B.D. Clinical and laboratory features of COVID-19: Predictors of severe prognosis. Int. Immunopharmacol. 2020, 88, 106950. [Google Scholar] [CrossRef]
  46. Olwal, C.O.; Nganyewo, N.N.; Tapela, K.; Djomkam Zune, A.L.; Owoicho, O.; Bediako, Y.; Duodu, S. Parallels in Sepsis and COVID-19 Conditions: Implications for Managing Severe COVID-19. Front. Immunol. 2021, 12, 602848. [Google Scholar] [CrossRef]
  47. Iba, T.; Levy, J.H.; Connors, J.M.; Warkentin, T.E.; Thachil, J.; Levi, M. The unique characteristics of COVID-19 coagulopathy. Crit. Care 2020, 24, 360. [Google Scholar] [CrossRef]
  48. Sims, J.T.; Krishnan, V.; Chang, C.Y.; Engle, S.M.; Casalini, G.; Rodgers, G.H. Characterization of the cytokine storm reflects hyperinflammatory endothelial dysfunction in COVID-19. J. Allergy Clin. Immunol. 2021, 147, 107–111. [Google Scholar] [CrossRef] [PubMed]
  49. Englisch, C.N.; Tschernig, T.; Flockerzi, F.; Meier, C.; Bohle, R.M. Lesions in the lungs of fatal corona virus disease Covid-19. Ann. Anat. Anat. Anz. 2021, 234, 151657. [Google Scholar] [CrossRef]
  50. Liu, F.; Li, L.; Xu, M.; Wu, J.; Luo, D.; Zhu, Y. Prognostic value of interleukin-6, C-reactive protein, and procalcitonin in patients with COVID-19. J. Clin. Virol. 2020, 127, 104370. [Google Scholar] [CrossRef] [PubMed]
  51. Ulhaq, Z.S.; Soraya, G.V. Interleukin-6 as a potential biomarker of COVID-19 progression. Med. Mal. Infect. 2020, 50, 382–383. [Google Scholar] [CrossRef] [PubMed]
  52. Chaudhry, H.; Zhou, J.; Zhong, Y.; Ali, M.M.; McGuire, F.; Nagarkatti, P.S.; Nagarkatti, M. Role of cytokines as a double-edged sword in sepsis. In Vivo 2013, 27, 669–684. [Google Scholar] [PubMed]
  53. Webb, B.J.; Peltan, I.D.; Jensen, P.; Hoda, D.; Hunter, B.; Silver, A. Clinical criteria for COVID-19-associated hyperinflammatory syndrome: A cohort study. Lancet Rheumatol. 2020, 2, e754–e763. [Google Scholar] [CrossRef]
  54. Ponti, G.; Maccaferri, M.; Ruini, C.; Tomasi, A.; Ozben, T. Biomarkers associated with COVID-19 disease progression. Crit. Rev. Clin. Lab. Sci. 2020, 57, 389–399. [Google Scholar] [CrossRef]
  55. Katneni, U.K.; Alexaki, A.; Hunt, R.C.; Schiller, T.; DiCuccio, M.; Buehler, P.W. Coagulopathy and thrombosis as a result of severe COVID-19 infection: A microvascular focus. Thromb. Haemost. 2020. [Google Scholar] [CrossRef]
  56. Benedek, T. Pulmonary Embolism—A Thrombo-Inflammatory Complication of a Viral Infection. The Paradigm Shift in the COVID Era. J. Cardiovasc. Emergencies 2021, 7, 1–2. [Google Scholar] [CrossRef]
  57. Zhang, L.; Yan, X.; Fan, Q.; Liu, H.; Liu, X.; Liu, Z.; Zhang, Z. D-dimer levels on admission to predict in-hospital mortality in patients with Covid-19. J. Thromb. Haemost. 2020, 18, 1324–1329. [Google Scholar] [CrossRef]
  58. Chauhan, A.J.; Wiffen, L.J.; Brown, T.P. COVID-19: A collision of complement, coagulation and inflammatory pathways. J. Thromb. Haemost. 2020. [Google Scholar] [CrossRef] [PubMed]
  59. Perico, L.; Benigni, A.; Casiraghi, F.; Ng, L.F.P.; Renia, L.; Remuzzi, G. Immunity, endothelial injury and complement-induced coagulopathy in COVID-19. Nat. Rev. Nephrol. 2020, 17, 46–64. [Google Scholar] [CrossRef]
  60. Gralinski, L.E.; Sheahan, T.P.; Morrison, T.E. Complement Activation Contributes to Severe Acute Respiratory Syndrome Coronavirus Pathogenesis. Am. Soc. Microbiol. 2018. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  61. Hertano, D.M.; Sutanto, H.; Wungu, C.D.K. Immunomodulation as a potent COVID pharmacotherapy:past, present and future. Preprints 2021. [Google Scholar] [CrossRef]
  62. Helms, J.; Tacquard, C.; Severac, F.; Leonard-Lorant, I.; Ohana, M.; Delabranche, X. High risk of thrombosis in patients with severe SARS-CoV-2 infection: A multicenter prospective cohort study. Intensive Care Med. 2020, 46, 1089–1098. [Google Scholar] [CrossRef]
  63. Wichmann, D.; Sperhake, J.P.; Lütgehetmann, M.; Steurer, S.; Edler, C.; Heinemann, A. Autopsy findings and venous thromboembolism in patients with COVID-19: A prospective cohort study. Ann. Intern. Med. 2020, 173, 268–277. [Google Scholar] [CrossRef]
  64. Hippensteel, J.A.; Burnham, E.L.; Jolley, S.E. Prevalence of venous thromboembolism in critically ill patients with COVID-19. Br. J. Haematol. 2020, 190, e134–e137. [Google Scholar] [CrossRef] [PubMed]
  65. Zhang, L.; Feng, X.; Zhang, D.; Jiang, C.; Mei, H.; Wang, J. Deep vein thrombosis in hospitalized patients with COVID-19 in Wuhan, China: Prevalence, risk factors, and outcome. Circulation 2020, 142, 114–128. [Google Scholar] [CrossRef]
  66. Correale, M.; Tricarico, L.; Fortunato, M.; Dattilo, G.; Iacoviello, M.; Brunetti, N.D. Infection, atherothrombosis and thromboembolism beyond the COVID-19 disease: What similar in physiopathology and researches. Aging Clin. Exp. Res. 2021, 1–6. [Google Scholar] [CrossRef]
  67. Li, X.; Guan, B.; Su, T.; Liu, W.; Chen, M.; Bin Waleed, K.; Guan, X.; Gary, T.; Zhu, Z. Impact of cardiovascular disease and cardiac injury on in-hospital mortality in patients with COVID-19: A systematic review and meta-analysis. Heart 2020, 106, 1142–1147. [Google Scholar] [CrossRef] [PubMed]
  68. Ssentongo, P.; Ssentongo, A.E.; Heilbrunn, E.S.; Ba, D.M.; Chinchilli, V.M. Association of cardiovascular disease and 10 other pre-existing comorbidities with COVID-19 mortality: A systematic review and meta-analysis. PLoS ONE 2020, 15, e0238215. [Google Scholar] [CrossRef]
  69. Tajbakhsh, A.; Gheibi Hayat, S.M.; Taghizadeh, H.; Akbari, A.; Inabadi, M.; Savardashtaki, A. COVID-19 and cardiac injury: Clinical manifestations, biomarkers, mechanisms, diagnosis, treatment, and follow up. Expert Rev. Anti-Infect. Ther. 2020, 1–13. [Google Scholar] [CrossRef]
  70. Myhre, P.L.; Prebensen, C.; Strand, H.; Røysland, R.; Jonassen, C.M.; Rangberg, A. Growth Differentiation Factor 15 Provides Prognostic Information Superior to Established Cardiovascular and Inflammatory Biomarkers in Unselected Patients Hospitalized With COVID-19. Circulation 2020, 142, 2128–2137. [Google Scholar] [CrossRef]
  71. Schiavone, M.; Gobbi, C.; Biondi-Zoccai, G.; D’ascenzo, F.; Palazzuoli, A.; Gasperetti, A. Acute coronary syndromes and Covid-19: Exploring the uncertainties. J. Clin. Med. 2020, 9, 1683. [Google Scholar] [CrossRef] [PubMed]
  72. Yang, L.C.; Zhang, R.T.; Guo, L.J. Hypoxia and inflammation are risk factors for acute myocardial injury in patients with coronavirus disease 2019. Peking Univ. Health Sci. 2020, 53, 159–166. [Google Scholar] [CrossRef]
  73. Moriarty, P.M.; Gorby, L.K.; Stroes, E.S.; Kastelein, J.P.; Davidson, M.; Tsimikas, S. Lipoprotein (a) and its potential association with thrombosis and inflammation in COVID-19: A testable hypothesis. Curr. Atheroscler. Rep. 2020, 22, 1–8. [Google Scholar] [CrossRef] [PubMed]
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