Systemic Inflammation and COVID-19 Mortality in Patients with Major Noncommunicable Diseases: Chronic Coronary Syndromes, Diabetes and Obesity

COVID-19 is currently considered an inflammatory disease affecting the entire organism. In severe forms, an augmented inflammatory response leads to the fulminant “cytokine storm”, which may result in severe multisystemic end-organ damage. Apart from the acute inflammatory response, it seems that chronic inflammation also plays a major role in the clinical evolution of COVID-19 patients. Pre-existing inflammatory conditions, such as those associated with chronic coronary diseases, type 2 diabetes mellitus or obesity, may be associated with worse clinical outcomes in the context of COVID-19 disease. These comorbidities are reported as powerful predictors of poor outcomes and death following COVID-19 disease. Moreover, in the context of chronic coronary syndrome, the cytokine storm triggered by SARS-CoV-2 infection may favor vulnerabilization and rupture of a silent atheromatous plaque, with consequent acute coronary syndrome, leading to a sudden deterioration of the clinical condition of the patient. This review aims to present the current status of knowledge regarding the link between COVID-19 mortality, systemic inflammation and several major diseases associated with poor outcomes, such as cardiovascular diseases, diabetes and obesity.


Introduction
The novel coronavirus disease produced by SARS-CoV-2, a virus producing severe acute respiratory syndrome, caused a global pandemic with serious medical, psychological and socioeconomic consequences [1][2][3][4]. According to official reports of the World Health Organization, a number of almost 100 million infected cases have been reported by 25 January 2021, leading to over 2 million deaths so far. The number of new infections continues to increase day by day, with the highest prevalence in America and Europe.
The most common clinical manifestations of the novel COVID-19 disease are represented by respiratory symptoms that reflect COVID pneumonia progressing, in the most severe cases, to acute respiratory distress syndrome. However, it seems that pre-existing diseases associated with chronic inflammation, such as diabetes, obesity or cardiovascular diseases (CVD), are associated with significantly worse outcomes and higher mortality after

COVID-19 Mortality and Chronic Inflammatory Status
Chronic inflammation, along with sustained exposure to glucolipotoxicity, and oxidative stress are associated with dysfunctions of both innate and adaptive immunity [17]. These include M1 macrophage polarization, a proinflammatory cytokine profile in dendritic cells (DCs), abnormal Natural Killer (NK) cell phenotypes and function, decreased naïve CD4+ T cells, a shift of helper T cells toward a proinflammatory Th17 and Th22 profile, impaired γδT cell proliferation unresponsive to epithelial damage, decreased Treg response and impaired B cell function with impaired antibody response [17]. These might in part explain the worse clinical outcome seen in COVID-19 patients with obesity, type 2 diabetes (T2DM) and CVD.
In fact, patients with severe respiratory failure with COVID-19 seem to exhibit a unique pattern of immune dysfunction: macrophage activation syndrome (MAS); interleukin (IL)-6-mediated very low human leukocyte antigen D related (HLA-DR) expression, with severe depletion of CD4+ T cells, CD19+ T cells and NK cells; and sustained production of cytokines and hyperinflammation [18]. Part of the cytokine storm induced by the coronavirus infection is the master IL1-β, which has been shown to be produced via NOD-like receptor (NLR) family pyrin domain containing (NLRP)3 inflammasome/NF-kB activation [19]. This, in turn, stimulates the secretion of other proinflammatory cytokines, thus amplifying the cytokine storm [20]. The hyperproduction of proinflammatory cytokines, such as IL-1, IL-6, IL-12, interferon γ (IFN-γ) and tumor necrosis factor α (TNF-α), which preferentially target the pulmonary tissue, seems to significantly worsen the prognosis of COVID-19 patients [20,21]. In addition, patients with high IL-1β levels presented hypercoagulation and disseminated intravascular coagulation [22].
In fact, COVID-19 presents a unique and inappropriate inflammatory response, defined by decreased levels of type I and III interferons and increased production of IL-6 and chemokines (that attract/recruit T cells, NK cells, monocytes and/or macrophages and neutrophils) [23]. Patients with pre-existing comorbidities might present this undesirable inflammatory response more frequently, and this might explain the worse clinical outcomes in such cases [20].
Chronic inflammation and immune dysregulation are only a part of the picture. Another piece of the puzzle is endothelial dysfunction, caused in part by chronic inflammation [24]. Reports indicate the presence of viral elements of SARS-CoV-2 in endothelial cells and the accumulation of inflammatory cells, causing endothelial cell injury and death in several organs, which explains the systemic impaired microcirculatory function [25]. Patients with pre-existing endothelial dysfunction, such as those with T2DM, obesity or CVD, might therefore have worse clinical outcomes in the context of COVID-19 infection [26]. In addition, cardiac abnormalities, a prothrombotic environment and increased blood viscosity are other possible mechanistic explanations for these unfavorable outcomes [26,27].
Data in the literature also indicate that COVID-19 patients with underlying CVD and hypertension might face a higher risk of mortality. The in-hospital mortality in patients with COVID-19 was greater in the presence of CVD and hypertension (unadjusted OR: 4.85 (95%CI: 3.07-7.70); and 3.67 (95%CI: 2.31-5.83), respectively) [35]. CVD was associated with a significantly higher risk of mortality from COVID-19 infection in another meta-analysis that investigated the association of pre-existing comorbidities with COVID-19 mortality (RR: 2.25 (95%CI: 1.60-3.17)) [36].

Cardiovascular Dimension of COVID-19
The cardiovascular system seems to present extremely complex interactions with COVID-19 disease. Coronary artery disease, heart failure, hypertension and various forms of cardiac arrhythmia are the most common types of CVD reported in patients with severe forms of SARS-CoV-2. However, the clinical presentation of CVD in patients infected by SARS-CoV-2 may be very heterogenous. Importantly, cardiac involvement is possible even in the absence of any respiratory symptoms [37].
Hospitalized patients with COVID-19 disease and concomitant cardiac disease have an extremely poor prognosis compared to those without a cardiac disease [41]. Therefore, cardiovascular patients seem to require careful monitorization in the case of SARS-CoV-2 infections. At the same time, all cardiovascular manifestations that appear in COVID-19 patients, regardless of their comorbidity, require further investigations, close monitoring, adequate and prompt treatment in order to prevent the development of severe cases and death.

CVD and COVID-19 in Children
The recent occurrence of new variants of SARS-CoV-2 has led to a strong interest in regard to the pediatric diffusion of the virus. The pediatric population may present with different clinical patterns associated with COVID-19 infection [42]. Pediatric patients with COVID-19 disease seem to have better outcomes. However, they may develop a particular form of multisystem inflammatory syndrome that includes cardiovascular manifestations, such as myocarditis, rhythm disturbance, valvular regurgitation, depressed myocardial function and coronary artery inflammation [43,44]. Genetically, underexpression of the ACE2 receptor in children infected with SARS-CoV-2 may further downregulate the ACE2 expression, leading to an increase in inflammation and progression to Kawasaki-like disease [45].
In children, even mild cases of infections with SARS-CoV-2 can present multisystem inflammatory syndrome with Kawasaki-like symptoms, with severe evolution, even in the absence of any metabolic syndrome [46]. A distinct type of inflammation described as Kawasaki-like multisystem inflammatory syndrome temporally associated with SARS-CoV-2 may lead to a life-threatening condition in previously healthy children and adolescents [43,47,48]. Coronary artery aneurysms appear to be an important complication in children admitted to an intensive care unit with COVID-19. At the same time, myocardial injury outside Kawasaki syndromes has been reported in pediatric patients infected with SARS-CoV-2, and a recent case report describes reversible myocardial injury associated with COVID-19 in an infant. All these show that COVID-19 screening should be performed in children with myocardial injury in an inflammatory context [49,50].
Although immediate survival seems to be high among children with SARS-CoV-2 infections, long-term outcomes of this condition are still unknown [14,51,52].

Inflammation, Acute Coronary Syndromes and COVID-19
The link between chronic inflammation and CVD is already well known, as well as the role of inflammation in triggering plaque vulnerabilization and consequently, an acute coronary event [53,54]. In COVID-19, this link seems to be further responsible for the worse outcomes reported in cardiovascular patients. At the same time, increased inflammation triggered by SARS-CoV-2 infection may be also responsible for the higher rate of acute coronary syndromes encountered in the post-COVID period because many patients healed from COVID-19 return to the emergency room after several weeks, for acute chest pain caused by the rupture of an atherosclerotic plaque [55].
A persistent increase in systemic inflammation, such as in periodontal disease or following gut microbiota alteration, has been associated with a higher risk of atheromatous plaque initiation and progression [56,57]. At the same time, systemic inflammation, as well as the local inflammation at the site of coronary arteries, may favor plaque rupture and coronary thrombosis. Interestingly, it has been suggested that the epicardial fat (EF) surrounding coronary arteries, which is currently known to be associated with cardiovascular events via EF-mediated inflammation, may play a significant role in COVID-19 disease, acting as a reservoir of the SARS-CoV-2 virus. An increase in the volume of epicardial fat has been associated with worse outcomes of this disease, suggesting that epicardial fat may contribute to COVID-19 myocardial inflammation [58].
Acute coronary syndrome (ACS) is caused, in most cases, by thrombotic complications occurring at the site of an atherosclerotic plaque. Systemic inflammation has been demonstrated to play a significant role in plaque destabilization in patients with ACS, and inflammatory biomarkers are usually higher in patients with ACS than in those with stable coronary disease. Inflammatory biomarkers such as C-reactive protein (CRP) presented significantly higher values in the days following an acute coronary event. At the same time, the amplitude of systemic inflammation expressed by the serum levels of hs-CRP was strongly correlated with long-term outcomes after acute coronary syndrome [57]. Therefore, it is clear that systemic inflammation caused by a viral infection could play a key role in the pathogenesis of acute coronary syndromes [55]. This is also valid for SARS-CoV-2 infections due to similar mechanisms and incidence of acute coronary syndromes among COVID-19 patients [5,7]. Figure 1 illustrates the link between COVID-19 cytokine storm and ACS. Usually, ACS is produced by the rupture of an atheromatous plaque after the long evolution of a chronic coronary syndrome, which may be associated with persistent, long-term lowgrade inflammation. The sudden augmentation of systemic inflammation in the context of cytokine storm initiated by COVID-19 disease may trigger the early rupture of a preexisting plaque and consequent ACS.
Acute coronary syndrome (ACS) is caused, in most cases, by thrombotic complications occurring at the site of an atherosclerotic plaque. Systemic inflammation has been demonstrated to play a significant role in plaque destabilization in patients with ACS, and inflammatory biomarkers are usually higher in patients with ACS than in those with stable coronary disease. Inflammatory biomarkers such as C-reactive protein (CRP) presented significantly higher values in the days following an acute coronary event. At the same time, the amplitude of systemic inflammation expressed by the serum levels of hs-CRP was strongly correlated with long-term outcomes after acute coronary syndrome [57]. Therefore, it is clear that systemic inflammation caused by a viral infection could play a key role in the pathogenesis of acute coronary syndromes [55]. This is also valid for SARS-CoV-2 infections due to similar mechanisms and incidence of acute coronary syndromes among COVID-19 patients [5,7]. Figure 1 illustrates the link between COVID-19 cytokine storm and ACS. Usually, ACS is produced by the rupture of an atheromatous plaque after the long evolution of a chronic coronary syndrome, which may be associated with persistent, long-term lowgrade inflammation. The sudden augmentation of systemic inflammation in the context of cytokine storm initiated by COVID-19 disease may trigger the early rupture of a preexisting plaque and consequent ACS. The increase in inflammatory cells due to respiratory viruses leads to the increased production of cytokines, proteases and vasoactive molecules that produce endothelial damage. This endothelial damage exposes the content of the subendothelial space to circulating prothrombotic factors and initiates thrombus formation. The destabilization of stable atheromatous plaques and the complex process of plaque vulnerabilization, as well as rapid progression of new plaques, are involved in the cardiovascular complications in COVID-19 patients, leading to direct myocardial damage and cytokine storm [59][60][61][62].
At the same time, inflammation at the myocardial level can cause myocarditis, heart failure, cardiac arrhythmias, acute coronary syndrome, rapid deterioration and sudden Figure 1. The link between COVID-19 cytokine storm and acute coronary syndrome (ACS). Usually, ACS is produced by the rupture of an atheromatous plaque, after a long evolution of a chronic coronary syndrome, which may be associated with persistent, long-term inflammation. The sudden augmentation of systemic inflammation in the context of cytokine storm initiated by COVID-19 disease may trigger early rupture of a pre-existing plaque and consequent ACS.
The increase in inflammatory cells due to respiratory viruses leads to the increased production of cytokines, proteases and vasoactive molecules that produce endothelial damage. This endothelial damage exposes the content of the subendothelial space to circulating prothrombotic factors and initiates thrombus formation. The destabilization of stable atheromatous plaques and the complex process of plaque vulnerabilization, as well as rapid progression of new plaques, are involved in the cardiovascular complications in COVID-19 patients, leading to direct myocardial damage and cytokine storm [59][60][61][62].
At the same time, inflammation at the myocardial level can cause myocarditis, heart failure, cardiac arrhythmias, acute coronary syndrome, rapid deterioration and sudden death [5]. It was clearly demonstrated that previous coronary artery disease may modulate cardiac damage in COVID-19 patients. A study by Schiavone et al. found myocardial injury, defined by elevated serum levels of high-sensitivity cardiac troponin (hsTn), in 43.8% of COVID-19 patients with coronary artery disease compared to only 14.4% in COVID-19 patients without coronary artery disease [63]. This was also reflected in a higher mortality rate in the group with coronary artery disease, similar to other studies that identified a higher mortality rate in patients with elevated cardiac troponins and established the prognostic significance of cardiac injury in COVID-19 patients [63].
Acute myocardial injury, caused by myocardial infarction or myocardial inflammation, is associated with increased serum levels of hsTn. A very recent study indicated that a rise in hsTnI was an independent predictor for mortality in COVID-19 patients, with a four-fold increase in the risk of death (OR: 3.84 (95%CI: 1.78-8.28)) [74].
Not all troponin elevations are caused by acute coronary syndromes. The elevation of simple cardiac biomarkers may be misleading, especially in the setting of chronic coronary syndrome, because this biomarker is mostly influenced by baseline characteristics, such as pre-existing coronary artery disease [63,75,76]. Troponin is also increased in other clinical conditions, such as heart failure, respiratory insufficiency or renal failure. Constant elevations of serum troponin do not necessarily reflect irreversible myocardial injury resulting from ischemic or inflammatory injury [77]. However, in COVID-19 patients, troponin levels progressively increased in parallel with the development of multisystemic organ failure, and a sudden increase in hsTN levels after 10-14 days of evolution seems to be associated with reduced survival [78].
Pro-BNP is another biomarker used along with Tn to identify and evaluate acute cardiac damage. Patients with acute or chronic coronary syndromes presenting with CODIV-19 without myocardial involvement may show Tn elevation but normal levels of pro-BNP, while cases with myocardial involvement show elevated pro-BNP along with Tn. Thus, proBNP may help to discriminate COVID forms associated with myocardial involvement from those without myocardial damage. Natriuretic peptides may also reflect the severity of the COVID-19 disease. One study showed that both NT-proBNP and hs-cTnI were significantly higher in critical COVID-19 cases [79]. Another study found that higher levels of Tn and NT-proBNP were associated with the severity and case fatality rate of COVID-19 [80].
At the same time, coagulation abnormalities are among the major determinants of CV involvement in COVID-19, and coagulation biomarkers are associated with increased morbidity and mortality in COVID patients. The pathway from COVID-19 infection to macro or microthrombosis may be linked to the cytokine storm, especially in patients with chronic coronary syndromes. This effect is related not only to the higher risk of coronary thrombosis but also to the increased rate of venous thromboembolism, which is quite frequent in SARS-CoV-2 infection. Hemostatic abnormalities associated with this condition lead to pulmonary microthrombosis, intravascular coagulopathy and myocardial injury, being reflected by elevated levels of cardiac biomarkers, D-dimers, fibrin degradation prod-ucts and prolonged prothrombin time [81,82]. D-dimers may predict vascular involvement, coagulopathy and or silent microthrombosis, D-dimer elevation being associated with worse outcomes. However, the role of D-dimers in the clinical management of patients with severe forms of COVID-19 should be further analyzed, as well as the initiation of subsequent anticoagulant therapy in these severe cases.
A strategy of the early evaluation and continuous monitoring of cardiac damage (based on troponin and NT-proBNP values) and coagulation status (based on D-dimer levels) may identify patients with cardiac injury and predict COVID-19 complications [2]. High levels of IL-6, IL-1B and IL-8 have been associated with plaque instability and increased thrombotic risk, contributing to the initiation of ACS. In severe cases of COVID-19, high levels of TNF-α, IL-1 and IL-6 are associated with coagulation activation and thrombin generation, leading to disseminated intravascular coagulation or thrombotic complications.
The most relevant biomarkers used to monitor clinical progression and their association with different types of cardiovascular complications in COVID-19 patients are listed in Table 2.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Associated w Coagulation tivation an Thrombin
indicates the association between the biomarker and respective cardiovascular complication

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammation-mediated athe For instance, statins regulate inflammasome-mediated inflammation the critical pathway of inflammation-mediated effects of COVID-19. I statins inhibit HMG-CoA reductase, which leads to inhibition of chole At the same time, COVID-19 infection induces lipid raft alterations volved in viral replication. Therefore, it has been suggested that statin of lipid rafts and disrupting them could reduce viral entry into the ce and cell infection [83].
Other studies indicate that statins upregulate the expression of A ciated with increased viral entry into the cells. Moreover, low-serum l tein (LDL) cholesterol levels seem to be associated with a higher risk recent study on 154 subjects with COVID-19 subjects failed to show a s effect of statins [85]. Other studies clearly indicated that statin therap vorable effects on COVID-19 outcomes, suggesting that prior statin t sidered as a proxy of underlying comorbidities, which increase the r clinical presentations [86].

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associate the Cyto Storm indicates the association between th

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Markers of Inflammation and Cardiac Involvement in Children
indicates the association between the biomarker and respective cardiovascular complication

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammation-mediated atherosclerotic process. For instance, statins regulate inflammasome-mediated inflammation, being involved in the critical pathway of inflammation-mediated effects of COVID-19. It is well known that statins inhibit HMG-CoA reductase, which leads to inhibition of cholesterol biosynthesis. At the same time, COVID-19 infection induces lipid raft alterations of the host cells involved in viral replication. Therefore, it has been suggested that statins acting at the level of lipid rafts and disrupting them could reduce viral entry into the cells, viral replication and cell infection [83].
Other studies indicate that statins upregulate the expression of ACE2, which is associated with increased viral entry into the cells. Moreover, low-serum low-density lipoprotein (LDL) cholesterol levels seem to be associated with a higher risk of infection [84]. A recent study on 154 subjects with COVID-19 subjects failed to show a significant favorable effect of statins [85]. Other studies clearly indicated that statin therapy did not show favorable effects on COVID-19 outcomes, suggesting that prior statin therapy may be considered as a proxy of underlying comorbidities, which increase the risks of more severe J. Clin. Med. 2021, 10, x FOR PEER REVIEW Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-19 patients and their different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammation-mediated athe For instance, statins regulate inflammasome-mediated inflammation the critical pathway of inflammation-mediated effects of COVID-19. I statins inhibit HMG-CoA reductase, which leads to inhibition of chole At the same time, COVID-19 infection induces lipid raft alterations volved in viral replication. Therefore, it has been suggested that statin of lipid rafts and disrupting them could reduce viral entry into the ce and cell infection [83].
Other studies indicate that statins upregulate the expression of A ciated with increased viral entry into the cells. Moreover, low-serum l tein (LDL) cholesterol levels seem to be associated with a higher risk recent study on 154 subjects with COVID-19 subjects failed to show a s effect of statins [85]. Other studies clearly indicated that statin therap vorable effects on COVID-19 outcomes, suggesting that prior statin t sidered as a proxy of underlying comorbidities, which increase the r J. Clin. Med. 2021, 10, x FOR PEER REVIEW

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammation-mediated atherosclerotic process. For instance, statins regulate inflammasome-mediated inflammation, being involved in the critical pathway of inflammation-mediated effects of COVID-19. It is well known that statins inhibit HMG-CoA reductase, which leads to inhibition of cholesterol biosynthesis. At the same time, COVID-19 infection induces lipid raft alterations of the host cells involved in viral replication. Therefore, it has been suggested that statins acting at the level of lipid rafts and disrupting them could reduce viral entry into the cells, viral replication and cell infection [83].
Other studies indicate that statins upregulate the expression of ACE2, which is associated with increased viral entry into the cells. Moreover, low-serum low-density lipoprotein (LDL) cholesterol levels seem to be associated with a higher risk of infection [84]. A recent study on 154 subjects with COVID-19 subjects failed to show a significant favorable effect of statins [85]. Other studies clearly indicated that statin therapy did not show favorable effects on COVID-19 outcomes, suggesting that prior statin therapy may be con-J. Clin. Med. 2021, 10, x FOR PEER REVIEW Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-19 patients and their different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammation-mediated athe For instance, statins regulate inflammasome-mediated inflammation the critical pathway of inflammation-mediated effects of COVID-19. I statins inhibit HMG-CoA reductase, which leads to inhibition of chole At the same time, COVID-19 infection induces lipid raft alterations volved in viral replication. Therefore, it has been suggested that statin of lipid rafts and disrupting them could reduce viral entry into the ce and cell infection [83].
Other studies indicate that statins upregulate the expression of A ciated with increased viral entry into the cells. Moreover, low-serum l tein (LDL) cholesterol levels seem to be associated with a higher risk recent study on 154 subjects with COVID-19 subjects failed to show a s effect of statins [85]. Other studies clearly indicated that statin therap vorable effects on COVID-19 outcomes, suggesting that prior statin t J. Clin. Med. 2021, 10, x FOR PEER REVIEW Table 2. Systemic biomarkers associated with car different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associate the Cyto Storm

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associate the Cyto Storm   Table 2. Systemic biomarkers associated with car different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associate the Cyto Storm

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammation-mediated atherosclerotic process. For instance, statins regulate inflammasome-mediated inflammation, being involved in the critical pathway of inflammation-mediated effects of COVID-19. It is well known that statins inhibit HMG-CoA reductase, which leads to inhibition of cholesterol biosynthesis. At the same time, COVID-19 infection induces lipid raft alterations of the host cells involved in viral replication. Therefore, it has been suggested that statins acting at the level of lipid rafts and disrupting them could reduce viral entry into the cells, viral replication and cell infection [83].
Other studies indicate that statins upregulate the expression of ACE2, which is associated with increased viral entry into the cells. Moreover, low-serum low-density lipopro-J. Clin. Med. 2021, 10, x FOR PEER REVIEW 8 Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-19 patients and their association with different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammation-mediated atherosclerotic proc For instance, statins regulate inflammasome-mediated inflammation, being involved the critical pathway of inflammation-mediated effects of COVID-19. It is well known statins inhibit HMG-CoA reductase, which leads to inhibition of cholesterol biosynthe At the same time, COVID-19 infection induces lipid raft alterations of the host cells volved in viral replication. Therefore, it has been suggested that statins acting at the le of lipid rafts and disrupting them could reduce viral entry into the cells, viral replica and cell infection [83].
Other studies indicate that statins upregulate the expression of ACE2, which is a ciated with increased viral entry into the cells. Moreover, low-serum low-density lipop J. Clin. Med. 2021, 10, x FOR PEER REVIEW Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-1 different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammati For instance, statins regulate inflammasome-media the critical pathway of inflammation-mediated effec statins inhibit HMG-CoA reductase, which leads to i At the same time, COVID-19 infection induces lipid volved in viral replication. Therefore, it has been sug of lipid rafts and disrupting them could reduce vira and cell infection [83].
Other studies indicate that statins upregulate th ciated with increased viral entry into the cells. Moreo  Table 2. Systemic biomarkers associated with cardiovascular involv different types of complications.

Statins and COVID-19 Disease P
Statins act at different levels i For instance, statins regulate inflam the critical pathway of inflammatio statins inhibit HMG-CoA reductase At the same time, COVID-19 infec volved in viral replication. Therefor of lipid rafts and disrupting them c and cell infection [83].
Other studies indicate that stat ciated with increased viral entry int

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammation-mediated atherosclerotic process. For instance, statins regulate inflammasome-mediated inflammation, being involved in the critical pathway of inflammation-mediated effects of COVID-19. It is well known that statins inhibit HMG-CoA reductase, which leads to inhibition of cholesterol biosynthesis. At the same time, COVID-19 infection induces lipid raft alterations of the host cells involved in viral replication. Therefore, it has been suggested that statins acting at the level of lipid rafts and disrupting them could reduce viral entry into the cells, viral replication and cell infection [83].
Other studies indicate that statins upregulate the expression of ACE2, which is asso-J. Clin. Med. 2021, 10, x FOR PEER REVIEW Table 2. Systemic biomarkers associated with car different types of complications.  Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-19 patients and their association with different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammation-mediated atherosclerotic process. For instance, statins regulate inflammasome-mediated inflammation, being involved in the critical pathway of inflammation-mediated effects of COVID-19. It is well known that statins inhibit HMG-CoA reductase, which leads to inhibition of cholesterol biosynthesis. At the same time, COVID-19 infection induces lipid raft alterations of the host cells involved in viral replication. Therefore, it has been suggested that statins acting at the level of lipid rafts and disrupting them could reduce viral entry into the cells, viral replication and cell infection [83].  Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-19 patients and their association with different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammation-mediated atherosclerotic process. For instance, statins regulate inflammasome-mediated inflammation, being involved in the critical pathway of inflammation-mediated effects of COVID-19. It is well known that statins inhibit HMG-CoA reductase, which leads to inhibition of cholesterol biosynthesis. At the same time, COVID-19 infection induces lipid raft alterations of the host cells involved in viral replication. Therefore, it has been suggested that statins acting at the level of lipid rafts and disrupting them could reduce viral entry into the cells, viral replication  Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-19 patients and their association with different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm  Table 2. Systemic biomarkers associated with cardiovascular involv different types of complications.  Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-19 patients and their association with different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm  Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-19 patients and their association with different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm   Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-19 patients and their association with different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm  Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-1 different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm  Table 2. Systemic biomarkers associated with cardiovascular involvement in COVID-1 different types of complications.

Markers of Rapid Deterioration in Adult Patients with COVID-19
Associated with the Cytokine Storm

Markers Plaque Inst ity and Incre Thrombotic
indicates the association between the biomarker and respective cardiovascular complication.

Statins and COVID-19 Disease Progression
Statins act at different levels in the inflammation-mediated atherosclerotic process. For instance, statins regulate inflammasome-mediated inflammation, being involved in the critical pathway of inflammation-mediated effects of COVID-19. It is well known that statins inhibit HMG-CoA reductase, which leads to inhibition of cholesterol biosynthesis. At the same time, COVID-19 infection induces lipid raft alterations of the host cells involved in viral replication. Therefore, it has been suggested that statins acting at the level of lipid rafts and disrupting them could reduce viral entry into the cells, viral replication and cell infection [83].
Other studies indicate that statins upregulate the expression of ACE2, which is associated with increased viral entry into the cells. Moreover, low-serum low-density lipoprotein (LDL) cholesterol levels seem to be associated with a higher risk of infection [84]. A recent study on 154 subjects with COVID-19 subjects failed to show a significant favorable effect of statins [85]. Other studies clearly indicated that statin therapy did not show favorable effects on COVID-19 outcomes, suggesting that prior statin therapy may be considered as a proxy of underlying comorbidities, which increase the risks of more severe clinical presentations [86].
All these indicate that the effect of statins on COVID-19 patients is more complex, has not been fully elucidated so far, and is still controversial.

Chronic Inflammation in Obesity and Type 2 Diabetes
T2DM is associated with chronic, low-grade inflammation, referred to as metabolisminduced inflammation ("metaflammation"), along with a plethora of metabolic, hormonal and molecular alterations, leading to the initiation and/or progression of the disease itself and to its associated chronic complications [87][88][89]. In fact, diabetes, obesity and CVD are part of a cluster of diseases associated with metaflammation and immunometabolic dysfunction, leading to disability, premature aging and death [88]. Apart from the adipose tissue and pancreas, many other organs and cells are involved in this immunometabolic interconnection, i.e., liver, brain, gut, skeletal muscles, innate and adaptive immune systems [87,88].
It has been long recognized that adipose tissue is a source of inflammatory cytokines and chemokines (e.g., TNFα, IL-6, monocyte-chemoattractant protein 1 (MCP-1)) that are associated with insulin resistance by interfering with key steps of the insulin signaling pathway [90][91][92]. More recent data showed that not only are adipocytes of the white adipose tissue (WAT) a source of proinflammatory cytokines but also the infiltrated macrophages, which suffer M1/M2 (proinflammatory/anti-inflammatory) polarization in obesity. They play a role not only in insulin resistance/T2DM but also in CVD [93]. It is apparent that M1/M2 macrophages show differences in their cellular metabolisms, as the M1 macrophages present increased aerobic glycolysis and inflammation (that block insulin action), while the M2 macrophages rely on β-oxidation of fatty acids to extract energy [89,[94][95][96][97]. Of course, there are various intermediate phenotypes, as macrophages are a heterogeneous cell population [94]. The same distinctive metabolic profiles are exhibited by other cell types involved in the inflammatory response, i.e., Th1, Th17 cells, activated microglia or endothelial cells, which produce highly demanded energy through glycolysis upon inflammation, while regulatory T cells (Tregs), memory T cells and resting microglia rely on fatty acid oxidation to maintain tissue homeostasis [98,99]. The effector T cells (as well as M1 macrophages) express high levels of glucose transporter 1 (GLUT1) and are highly glycolytic, while the Treg express low levels of GLUT1 [99]. Increased glycolysis fuels inflammation through various molecular mechanisms, such as signaling modulation, post-transcriptional and post-translational modification, epigenetic regulation, that trigger the expression of proinflammatory gene expression and cytokines secretion [99].
Thus, stimuli such as IFN-γ, IL-1β or lipopolysaccharide (LPS), along with changes in the intracellular metabolism of immune cells, may determine alterations in the function and stimulation of the proinflammatory response [88,94].
There is a large body of evidence showing that changes in nutrient availability have an important impact on the immune response. In vitro and animal studies demonstrated that hyperglycemia is associated with the increased production of proinflammatory cytokines in the immune cells [100][101][102]. Postprandial hyperglycemic spikes are associated with a transient proinflammatory response via macrophage-derived IL-1β, which also stimulates insulin secretion and glucose disposal [103]. Moreover, hyperglycemia seems to be involved in the "trained immunity" (the nonspecific, immunological memory of past insults) through epigenetic modifications that sustain inflammation and transcriptional activation of genes involved in atherosclerosis [101,104]. Interestingly, on the other hand, heparin inhibits the proinflammatory polarization of macrophages in hyperglycemic conditions and promotes an anti-inflammatory phenotype of these cells [105].
The molecular mechanisms through which hyperglycemia induces inflammation are complex. Part are due to reactive oxygen species (ROS) production and oxidative stress, activation of inflammatory kinases and toll-like receptors (TLR), NF-kB signaling, nonenzymatic glycation, etc. [88,106]. In addition, various epigenetic modifications, such as alterations of the microRNA expression, histone methylation/acetylation, may occur, which change the expression of proinflammatory genes [107]. Hyperglycemia may also favor the accumulation of senescent cells in various tissues that exhibit a proinflammatory profile [88,108].
Nutrients also play a role in immunometabolism. Saturated fatty acids (SFAs) (mainly palmitic, lauric and stearic acids) stimulate inflammatory pathways through the activation of TLRs, NF-kB, ROS production, etc., while omega-3 fatty acids (docosahexaenoic acid) have opposite effects by inhibiting the TLR-mediated signaling pathways, the reduction of NF-kB activation and cytokine secretion [88,[109][110][111]. The key driver of metaflammation induced by SFA is NLRP3 inflammasome (via TLR) that favors the proinflammatory IL-1β production [112,113]. Cholesterol is another important contributor to the proinflammatory response in various cell types and the metaflammation in obesity, T2DM and atherosclerosis [88,114,115]. Cholesterol crystals and the oxidized LDL cholesterol trigger the NRLP3 activation via ROS, which, in turn, increased IL-1β secretion [116,117]. The activated NLRP3-IL-1β axis seems to play an important role in the metaflammationassociated metabolic disorders, including T2DM, nonalcoholic fatty liver disease and atherosclerosis [114,115]. The oxidized LDL cholesterol may also induce trained immunity, as it causes, through epigenetic modifications, a long-lasting proatherogenic macrophages phenotype [118].
Additionally, the literature indicates that the low-grade chronic inflammation in metabolic and CVD is fueled by intestinal dysbiosis and barrier dysfunction [115,119]. Alterations in the gut microbiome (modulated by diet, intestinal immune system, biliary and pancreatic secretions) may cause metabolic derangements, the production of proinflammatory mediators by local immune cells and the dysfunction of intestinal barriers, which further favors the translocation of bacterial metabolites and pathogen-associated molecular patterns (PAMPs), such as LPS, and endotoxemia [120]. LPS drives chronic inflammation by boosting inflammasome activation [121]. Patients with T2DM have increased plasma levels of LPS, which may partially contribute to the low-grade chronic inflammation [121]. Hyperglycemia per se, on the other hand, might also induce barrier dysfunction via the epithelial GLUT-2-dependent reprogramming of the cell transcriptome [122]. Moreover, immune cells primed in the gut might be activated and recruited into distant tissues (VAT and liver), further modulating the metaflammation [115,123].
Thus, the relationship between immunity/inflammation and metabolism/ atherosclerosis is complex and bidirectional, as metabolic imbalance drives chronic inflammation and the dysregulation of immune cell function, which, in turn, contribute to metabolic disturbances and the development of vascular complications.

Metabolic Dimension of COVID-19
Data published in the literature so far point to metabolic diseases, mainly diabetes mellitus and obesity, as conditions associated with more severe outcomes, including higher mortality risk, in the setting of COVID-19 [28][29][30][31][32][33][34]. These seem to be driven by both metabolic and inflammatory/immune disturbances, such as insulin resistance, prolonged, uncontrolled hyperglycemia (not just a history of diabetes mellitus), low-grade chronic inflammation, along with other factors associated with these conditions (increased glucose variability, endothelial dysfunction, hypercoagulability, etc.) [124,125].
Indeed, diabetes mellitus and/or hyperglycemia (as well as severe obesity) were most frequent in hospitalized patients with COVID-19 and, in those admitted to intensive care units, increased the hospital length of stay and likelihood of severe complications (i.e., acute respiratory distress syndrome, requiring mechanical ventilation) and mortality risk [126][127][128][129]. While hyperglycemia and high glucose variability worsen outcomes in the context of COVID-19, well-controlled blood glucose, with lower glucose variability, on the other hand, seemed to be associated with markedly lower mortality risk (adjusted HR: 0.14) [126,129,130]. Thus, the metabolic imbalances are potential contributors to a more severe clinical course of COVID-19, and perhaps they need to be addressed carefully, in a timely manner, in this context.

Conclusions
COVID-19 is associated with intense multisystemic inflammation in both adults and children, leading, in the most severe cases, to a cytokine storm that is responsible for poor outcomes. Systemic inflammation associated with COVID-19 is directly associated with cardiovascular complications. At the same time, systemic conditions associated with an increased inflammatory response, such as diabetes, obesity or chronic coronary syndromes, are responsible for worse clinical evolution and poorer outcomes in this group of patients. Data in the literature are congruent in identifying diabetes, obesity and cardiovascular disease as comorbidities associated with greater mortality risk in patients with COVID-19 infection, which might need special monitoring, tailored infection prevention, and earlier intervention to improve survival.
However, further studies are required to elucidate the complex pathophysiologic mechanisms involved in the link between chronic inflammation and COVID-19 mortality.