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1.
Shock ; 2022 Nov 29.
Article in English | MEDLINE | ID: covidwho-2308137

ABSTRACT

INTRODUCTION: The dysregulated immune response in sepsis is highly variable, ranging from hyperinflammation to immunoparalysis. Obesity is associated with the release of inflammatory mediators from adipose tissue, known as adipocytokines, causing a chronic inflammatory state. Perhaps counterintuitively, obesity is also associated with lower mortality in sepsis patients. We investigated the association between obesity, circulating adipocytokine concentrations, immune dysregulation, and outcome in sepsis patients. METHODS: In this secondary analysis of a prospective study, plasma concentrations of the adipocytokines leptin, adiponectin, and resistin were assessed in 167 patients at diagnosis of sepsis due to pneumonia, bacteremia, or acute cholangitis. Adipocytokines were compared between patients with normal weight (BMI: 18.5-24.9 kg/m2; n = 67), overweight (BMI: 25.0-29.9 kg/m2; n = 56), and obesity (BMI ≥30 kg/m2; n = 42), as well as between immunological endotypes: hyperinflammation (n = 40), immunoparalysis (n = 62), and unclassified (n = 55). RESULTS: Higher circulating concentrations of leptin were observed in patients with obesity compared to patients with normal weight (P = 0.008) and overweight (P = 0.02), whereas adiponectin and resistin plasma concentrations were not different (P = 0.08 and P = 0.85, respectively). Resistin concentrations were associated with immunological endotypes, with the highest levels found in hyperinflammatory patients (P < 0.001). Furthermore, resistin concentrations were predictive for 28-day mortality (adjusted OR = 1.03 per 10 ng/mL, P = 0.04). These associations were not found for leptin and adiponectin. CONCLUSIONS: Obesity and BMI-related adipocytokines are not related to the development of a hyperactive or suppressed immune response as defined by ferritin and mHLA-DR expression in sepsis patients. While resistin is related to the immune response and an increased risk of adverse clinical outcomes, these associations are similar in patients with normal weight, overweight, and obesity. This implies that the relationship between resistin and clinical outcome is likely driven by the inflammatory response and not by obesity itself. Taken together, although there exists a strong association between inflammation and sepsis mortality, our results do not point towards a role for obesity and BMI-related adipocytokines in immune dysregulation in sepsis patients.

2.
Clin Obes ; : e12568, 2022 Nov 25.
Article in English | MEDLINE | ID: covidwho-2256595

ABSTRACT

Obesity is recognized as a risk factor for adverse outcome in COVID-19, but the molecular mechanisms underlying this relationship remain unknown. Adipose tissue functions as an endocrine organ by secreting multiple pro-inflammatory and anti-inflammatory factors, known as adipocytokines, which could be involved in COVID-19 severity. We explored the role of adipocytokines in COVID-19 and its association with BMI, clinical outcome, and inflammation. This is an observational study in 195 hospitalized COVID-19 patients. Serial plasma concentrations of the adipocytokines leptin, adiponectin, resistin, and various inflammatory cytokines were assessed. Adipocytokines were compared between patients with normal weight (BMI: 18.5-24.9 kg/m2 ), overweight (BMI: 25.0-29.9 kg/m2 ), and obesity (BMI ≥ 30 kg/m2 ), between patients admitted to the ICU and to non-ICU clinical wards, and between survivors and non-survivors. Patients with overweight and obesity displayed higher leptin concentrations and lower adiponectin concentrations throughout hospital admission (p < .001), whereas resistin concentrations were not different from patients with normal weight (p = .12). Resistin concentrations correlated with inflammatory markers and were persistently higher in ICU patients and non-survivors compared to non-ICU patients and survivors, respectively (both p < .001), whereas no such relationships were found for the other adipocytokines. In conclusion, leptin and adiponectin are associated with BMI, but not with clinical outcomes and inflammation in COVID-19 patients. In contrast, resistin is not associated with BMI, but high concentrations are associated with worse clinical outcomes and more pronounced inflammation. Therefore, it is unlikely that BMI-related adipocytokines or differences in the inflammatory response underlie obesity as a risk factor for severe COVID-19.

3.
Front Immunol ; 13: 1027122, 2022.
Article in English | MEDLINE | ID: covidwho-2142033

ABSTRACT

The ongoing Coronavirus Disease 2019 (COVID-19) pandemic is caused by the highly infectious Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2). There is an urgent need for biomarkers that will help in better stratification of patients and contribute to personalized treatments. We performed targeted proteomics using the Olink platform and systematically investigated protein concentrations in 350 hospitalized COVID-19 patients, 186 post-COVID-19 individuals, and 61 healthy individuals from 3 independent cohorts. Results revealed a signature of acute SARS-CoV-2 infection, which is represented by inflammatory biomarkers, chemokines and complement-related factors. Furthermore, the circulating proteome is still significantly affected in post-COVID-19 samples several weeks after infection. Post-COVID-19 individuals are characterized by upregulation of mediators of the tumor necrosis (TNF)-α signaling pathways and proteins related to transforming growth factor (TGF)-ß. In addition, the circulating proteome is able to differentiate between patients with different COVID-19 disease severities, and is associated with the time after infection. These results provide important insights into changes induced by SARS-CoV-2 infection at the proteomic level by integrating several cohorts to obtain a large disease spectrum, including variation in disease severity and time after infection. These findings could guide the development of host-directed therapy in COVID-19.


Subject(s)
COVID-19 , Proteomics , Humans , Proteome , SARS-CoV-2 , Biomarkers
4.
Nature ; 609(7928): 801-807, 2022 09.
Article in English | MEDLINE | ID: covidwho-1960390

ABSTRACT

Anorexia and fasting are host adaptations to acute infection, and induce a metabolic switch towards ketogenesis and the production of ketone bodies, including ß-hydroxybutyrate (BHB)1-6. However, whether ketogenesis metabolically influences the immune response in pulmonary infections remains unclear. Here we show that the production of BHB is impaired in individuals with SARS-CoV-2-induced acute respiratory distress syndrome (ARDS) but not in those with  influenza-induced ARDS. We found that BHB promotes both the survival of and the production of interferon-γ by CD4+ T cells. Applying a metabolic-tracing analysis, we established that BHB provides an alternative carbon source to fuel oxidative phosphorylation (OXPHOS) and the production of bioenergetic amino acids and glutathione, which is important for maintaining the redox balance. T cells from patients with SARS-CoV-2-induced ARDS were exhausted and skewed towards glycolysis, but could be metabolically reprogrammed by BHB to perform OXPHOS, thereby increasing their functionality. Finally, we show in mice that a ketogenic diet and the delivery of BHB as a ketone ester drink restores CD4+ T cell metabolism and function in severe respiratory infections, ultimately reducing the mortality of mice infected with SARS-CoV-2. Altogether, our data reveal that BHB is an alternative source of carbon that promotes T cell responses in pulmonary viral infections, and highlight impaired ketogenesis as a potential confounding factor in severe COVID-19.


Subject(s)
COVID-19 , Energy Metabolism , Ketones , Respiratory Distress Syndrome , SARS-CoV-2 , T-Lymphocytes , 3-Hydroxybutyric Acid/biosynthesis , 3-Hydroxybutyric Acid/metabolism , Amino Acids/biosynthesis , Amino Acids/metabolism , Animals , COVID-19/complications , COVID-19/immunology , COVID-19/pathology , Diet, Ketogenic , Esters/metabolism , Glutathione/biosynthesis , Glutathione/metabolism , Glycolysis , Interferon-gamma/biosynthesis , Ketone Bodies/metabolism , Ketones/metabolism , Mice , Orthomyxoviridae/pathogenicity , Oxidation-Reduction , Oxidative Phosphorylation , Respiratory Distress Syndrome/complications , Respiratory Distress Syndrome/immunology , Respiratory Distress Syndrome/metabolism , Respiratory Distress Syndrome/virology , SARS-CoV-2/pathogenicity , T-Lymphocytes/immunology , T-Lymphocytes/metabolism , T-Lymphocytes/pathology
5.
Front Immunol ; 13: 859387, 2022.
Article in English | MEDLINE | ID: covidwho-1924095

ABSTRACT

Recent genome-wide association studies (GWASs) of COVID-19 patients of European ancestry have identified genetic loci significantly associated with disease severity. Here, we employed the detailed clinical, immunological and multi-omics dataset of the Human Functional Genomics Project (HFGP) to explore the physiological significance of the host genetic variants that influence susceptibility to severe COVID-19. A genomics investigation intersected with functional characterization of individuals with high genetic risk for severe COVID-19 susceptibility identified several major patterns: i. a large impact of genetically determined innate immune responses in COVID-19, with ii. increased susceptibility for severe disease in individuals with defective cytokine production; iii. genetic susceptibility related to ABO blood groups is probably mediated through the von Willebrand factor (VWF) and endothelial dysfunction. We further validated these identified associations at transcript and protein levels by using independent disease cohorts. These insights allow a physiological understanding of genetic susceptibility to severe COVID-19, and indicate pathways that could be targeted for prevention and therapy.


Subject(s)
COVID-19 , Genome-Wide Association Study , COVID-19/genetics , Genetic Predisposition to Disease , Humans , Immunity , von Willebrand Factor/genetics , von Willebrand Factor/metabolism
6.
Biosci Rep ; 41(7)2021 07 30.
Article in English | MEDLINE | ID: covidwho-1290282

ABSTRACT

Patients with sepsis display increased concentrations of sTREM-1 (soluble Triggering Receptor Expressed on Myeloid cells 1), and a phase II clinical trial focusing on TREM-1 modulation is ongoing. We investigated whether sTREM-1 circulating concentrations are associated with the outcome of patients with coronavirus disease 2019 (COVID-19) to assess the role of this pathway in COVID-19. This observational study was performed in two independent cohorts of patients with COVID-19. Plasma concentrations of sTREM-1 were assessed after ICU admission (pilot cohort) or after COVID-19 diagnosis (validation cohort). Routine laboratory and clinical parameters were collected from electronic patient files. Results showed sTREM-1 plasma concentrations were significantly elevated in patients with COVID-19 (161 [129-196] pg/ml) compared to healthy controls (104 [75-124] pg/ml; P<0.001). Patients with severe COVID-19 needing ICU admission displayed even higher sTREM-1 concentrations compared to less severely ill COVID-19 patients receiving clinical ward-based care (235 [176-319] pg/ml and 195 [139-283] pg/ml, respectively, P = 0.017). In addition, higher sTREM-1 plasma concentrations were observed in patients who did not survive the infection (326 [207-445] pg/ml) compared to survivors (199 [142-278] pg/ml, P<0.001). Survival analyses indicated that patients with higher sTREM-1 concentrations are at higher risk for death (hazard ratio = 3.3, 95%CI: 1.4-7.8). In conclusion, plasma sTREM-1 concentrations are elevated in patients with COVID-19, relate to disease severity, and discriminate between survivors and non-survivors. This suggests that the TREM-1 pathway is involved in the inflammatory reaction and the disease course of COVID-19, and therefore may be considered as a therapeutic target in severely ill patients with COVID-19.


Subject(s)
COVID-19/diagnosis , Triggering Receptor Expressed on Myeloid Cells-1/blood , Aged , Biomarkers/blood , COVID-19/blood , COVID-19/mortality , COVID-19/virology , Case-Control Studies , Female , Healthy Volunteers , Hospital Mortality , Humans , Intensive Care Units/statistics & numerical data , Male , Middle Aged , Retrospective Studies , Risk Assessment/methods , SARS-CoV-2/isolation & purification , Severity of Illness Index , Survival Analysis
7.
Journal of the Endocrine Society ; 5(Supplement_1):A835-A836, 2021.
Article in English | PMC | ID: covidwho-1221835

ABSTRACT

Background: Lymphopenia is a key feature of immune dysfunction in bacterial sepsis and COVID-19 patients and is associated with poor clinical outcomes, but the cause is largely unknown. These severely ill patients may also present with thyroid function abnormalities, so-called non-thyroidal illness syndrome (NTIS), and several studies have suggested that TSH, thyroxin (T4) and triiodothyronine (T3) play a crucial role in the homeostatic regulation and function of lymphocyte populations.

8.
J Clin Endocrinol Metab ; 106(7): 1994-2009, 2021 06 16.
Article in English | MEDLINE | ID: covidwho-1133638

ABSTRACT

CONTEXT: Lymphopenia is a key feature of immune dysfunction in patients with bacterial sepsis and coronavirus disease 2019 (COVID-19) and is associated with poor clinical outcomes, but the cause is largely unknown. Severely ill patients may present with thyroid function abnormalities, so-called nonthyroidal illness syndrome, and several studies have linked thyrotropin (thyroid stimulating hormone, TSH) and the thyroid hormones thyroxine (T4) and 3,5,3'-triiodothyronine (T3) to homeostatic regulation and function of lymphocyte populations. OBJECTIVE: This work aimed to test the hypothesis that abnormal thyroid function correlates with lymphopenia in patients with severe infections. METHODS: A retrospective analysis of absolute lymphocyte counts, circulating TSH, T4, free T4 (FT4), T3, albumin, and inflammatory biomarkers was performed in 2 independent hospitalized study populations: bacterial sepsis (n = 224) and COVID-19 patients (n = 161). A subgroup analysis was performed in patients with severe lymphopenia and normal lymphocyte counts. RESULTS: Only T3 significantly correlated (ρ = 0.252) with lymphocyte counts in patients with bacterial sepsis, and lower concentrations were found in severe lymphopenic compared to nonlymphopenic patients (n = 56 per group). Severe lymphopenic COVID-19 patients (n = 17) showed significantly lower plasma concentrations of TSH, T4, FT4, and T3 compared to patients without lymphopenia (n = 18), and demonstrated significantly increased values of the inflammatory markers interleukin-6, C-reactive protein, and ferritin. Remarkably, after 1 week of follow-up, the majority (12 of 15) of COVID-19 patients showed quantitative recovery of their lymphocyte numbers, whereas TSH and thyroid hormones remained mainly disturbed. CONCLUSION: Abnormal thyroid function correlates with lymphopenia in patients with severe infections, like bacterial sepsis and COVID-19, but future studies need to establish whether a causal relationship is involved.


Subject(s)
COVID-19/complications , Euthyroid Sick Syndromes/diagnosis , Lymphopenia/immunology , Sepsis/complications , Aged , Aged, 80 and over , COVID-19/blood , COVID-19/immunology , Euthyroid Sick Syndromes/blood , Euthyroid Sick Syndromes/immunology , Female , Greece , Humans , Lymphocyte Count , Lymphopenia/blood , Lymphopenia/diagnosis , Male , Netherlands , Retrospective Studies , SARS-CoV-2/immunology , Sepsis/blood , Sepsis/immunology , Thyroid Hormones/blood , Thyroid Hormones/immunology , Thyrotropin/blood , Thyrotropin/immunology
9.
J Infect Dis ; 223(2): 214-224, 2021 02 03.
Article in English | MEDLINE | ID: covidwho-1081282

ABSTRACT

BACKGROUND: Excessive activation of immune responses in coronavirus disease 2019 (COVID-19) is considered to be related to disease severity, complications, and mortality rate. The complement system is an important component of innate immunity and can stimulate inflammation, but its role in COVID-19 is unknown. METHODS: A prospective, longitudinal, single center study was performed in hospitalized patients with COVID-19. Plasma concentrations of complement factors C3a, C3c, and terminal complement complex (TCC) were assessed at baseline and during hospital admission. In parallel, routine laboratory and clinical parameters were collected from medical files and analyzed. RESULTS: Complement factors C3a, C3c, and TCC were significantly increased in plasma of patients with COVID-19 compared with healthy controls (P < .05). These complement factors were especially elevated in intensive care unit patients during the entire disease course (P < .005 for C3a and TCC). More intense complement activation was observed in patients who died and in those with thromboembolic events. CONCLUSIONS: Patients with COVID-19 demonstrate activation of the complement system, which is related to disease severity. This pathway may be involved in the dysregulated proinflammatory response associated with increased mortality rate and thromboembolic complications. Components of the complement system might have potential as prognostic markers for disease severity and as therapeutic targets in COVID-19.


Subject(s)
COVID-19/immunology , Complement Activation/immunology , SARS-CoV-2/immunology , Aged , Aged, 80 and over , COVID-19/mortality , Complement C3c/immunology , Cytokines/blood , Disease Progression , Female , Humans , Immunity, Innate , Inflammation/immunology , Longitudinal Studies , Male , Middle Aged , Mortality , Netherlands/epidemiology , Prospective Studies , Respiratory Distress Syndrome/immunology , Severity of Illness Index
10.
J Infect Dis ; 223(8): 1322-1333, 2021 04 23.
Article in English | MEDLINE | ID: covidwho-1057852

ABSTRACT

The clinical spectrum of COVID-19 varies and the differences in host response characterizing this variation have not been fully elucidated. COVID-19 disease severity correlates with an excessive proinflammatory immune response and profound lymphopenia. Inflammatory responses according to disease severity were explored by plasma cytokine measurements and proteomics analysis in 147 COVID-19 patients. Furthermore, peripheral blood mononuclear cell cytokine production assays and whole blood flow cytometry were performed. Results confirm a hyperinflammatory innate immune state, while highlighting hepatocyte growth factor and stem cell factor as potential biomarkers for disease severity. Clustering analysis revealed no specific inflammatory endotypes in COVID-19 patients. Functional assays revealed abrogated adaptive cytokine production (interferon-γ, interleukin-17, and interleukin-22) and prominent T-cell exhaustion in critically ill patients, whereas innate immune responses were intact or hyperresponsive. Collectively, this extensive analysis provides a comprehensive insight into the pathobiology of severe to critical COVID-19 and highlights potential biomarkers of disease severity.


Subject(s)
Adaptive Immunity/immunology , COVID-19/immunology , Immunity, Innate/immunology , Aged , Biomarkers/blood , COVID-19/blood , COVID-19/virology , Cytokine Release Syndrome/blood , Cytokine Release Syndrome/immunology , Cytokine Release Syndrome/virology , Cytokines/immunology , Female , Humans , Inflammation/blood , Inflammation/immunology , Inflammation/virology , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/virology , Lymphopenia/blood , Lymphopenia/immunology , Lymphopenia/virology , Male , Middle Aged , SARS-CoV-2/immunology , Severity of Illness Index
11.
Int J Obes (Lond) ; 45(3): 687-694, 2021 03.
Article in English | MEDLINE | ID: covidwho-1047947

ABSTRACT

BACKGROUND/OBJECTIVES: Obesity appears to be an independent risk factor for ICU admission and a severe disease course in COVID-19 patients. An aberrant inflammatory response and impaired respiratory function have been suggested as underlying mechanisms. We investigated whether obesity is associated with differences in inflammatory, respiratory, and clinical outcome parameters in critically ill COVID-19 patients. SUBJECTS/METHODS: Sixty-seven COVID-19 ICU patients were divided into obese (BMI ≥ 30 kg/m2, n = 18, 72% class I obesity, 28% class II obesity) and non-obese (BMI < 30 kg/m2, n = 49) groups. Concentrations of circulating interleukin (IL)-6, IL-8, IL-10, tumor necrosis factor alpha (TNF-α), interferon gamma (IFN-γ), interferon gamma-induced protein (IP)-10, monocyte chemoattractant protein (MCP)-1, and IL-1 receptor antagonist (RA) were determined from ICU admission until 10 days afterward, and routine laboratory and clinical parameters were collected. RESULTS: BMI was 32.6 [31.2-34.5] and 26.0 [24.4-27.7] kg/m2 in the obese and non-obese group, respectively. Apart from temperature, which was significantly lower in obese patients (38.1 [36.9-38.9] vs. 38.7 [38.0 -39.5] °C, p = 0.02), there were no between-group differences on ICU admission. Plasma cytokine concentrations declined over time (p < 0.05 for all), but no differences between obese and non-obese patients were observed. Also, BMI did not correlate with the cytokine response (IL-6 r = 0.09, p = 0.61, TNF-α r = 0.03, p = 0.99, IP-10 r = 0.28, p = 0.11). The kinetics of clinical inflammatory parameters and respiratory mechanics were also similar in both groups. Finally, no differences in time on ventilator, ICU length of stay or 40-day mortality between obese and non-obese patients were apparent. CONCLUSIONS: In COVID-19 patients requiring mechanical ventilation in the ICU, a higher BMI is not related to a different immunological response, unfavorable respiratory mechanics, or impaired outcome.


Subject(s)
COVID-19 , Obesity/complications , Aged , Body Mass Index , COVID-19/complications , COVID-19/epidemiology , COVID-19/immunology , COVID-19/mortality , Critical Illness , Cytokines/blood , Female , Humans , Male , Middle Aged , Prospective Studies
12.
Crit Care ; 24(1): 688, 2020 12 10.
Article in English | MEDLINE | ID: covidwho-967530

ABSTRACT

BACKGROUND: A subset of critically ill COVID-19 patients develop a hyperinflammatory state. Anakinra, a recombinant interleukin-1 receptor antagonist, is known to be effective in several hyperinflammatory diseases. We investigated the effects of anakinra on inflammatory parameters and clinical outcomes in critically ill, mechanically ventilated COVID-19 patients with clinical features of hyperinflammation. METHODS: In this prospective cohort study, 21 critically ill COVID-19 patients treated with anakinra were compared to a group of standard care. Serial data of clinical inflammatory parameters and concentrations of multiple circulating cytokines were determined and aligned on start day of anakinra in the treatment group, and median start day of anakinra in the control group. Analysis was performed for day - 10 to + 10 relative to alignment day. Clinical outcomes were analyzed during 28 days. Additionally, three sensitivity analyses were performed: (1) using propensity score-matched groups, (2) selecting patients who did not receive corticosteroids, and (3) using a subset of the control group aimed to match the criteria (fever, elevated ferritin) for starting anakinra treatment. RESULTS: Baseline patient characteristics and clinical parameters on ICU admission were similar between groups. As a consequence of bias by indication, plasma levels of aspartate aminotransferase (ASAT) (p = 0.0002), ferritin (p = 0.009), and temperature (p = 0.001) were significantly higher in the anakinra group on alignment day. Following treatment, no relevant differences in kinetics of circulating cytokines were observed between both groups. Decreases of clinical parameters, including temperature (p = 0.03), white blood cell counts (p = 0.02), and plasma levels of ferritin (p = 0.003), procalcitonin (p = 0.001), creatinine (p = 0.01), and bilirubin (p = 0.007), were more pronounced in the anakinra group. No differences in duration of mechanical ventilation or ICU length of stay were observed between groups. Sensitivity analyses confirmed these results. CONCLUSIONS: Anakinra is effective in reducing clinical signs of hyperinflammation in critically ill COVID-19 patients. A randomized controlled trial is warranted to draw conclusion about the effects of anakinra on clinical outcomes.


Subject(s)
COVID-19 Drug Treatment , Interleukin 1 Receptor Antagonist Protein/therapeutic use , Receptors, Interleukin-1/antagonists & inhibitors , Aged , COVID-19/physiopathology , Cohort Studies , Critical Illness/therapy , Female , Humans , Interleukin 1 Receptor Antagonist Protein/adverse effects , Interleukin 1 Receptor Antagonist Protein/pharmacology , Male , Middle Aged , Pandemics/prevention & control , Pandemics/statistics & numerical data , Prospective Studies , Receptors, Interleukin-1/therapeutic use , Statistics, Nonparametric
13.
Front Immunol ; 11: 575047, 2020.
Article in English | MEDLINE | ID: covidwho-895305

ABSTRACT

Reports suggest a role of endothelial dysfunction and loss of endothelial barrier function in COVID-19. It is well established that the endothelial glycocalyx-degrading enzyme heparanase contributes to vascular leakage and inflammation. Low molecular weight heparins (LMWH) serve as an inhibitor of heparanase. We hypothesize that heparanase contributes to the pathogenesis of COVID-19, and that heparanase may be inhibited by LMWH. To test this hypothesis, heparanase activity and heparan sulfate levels were measured in plasma of healthy controls (n = 10) and COVID-19 patients (n = 48). Plasma heparanase activity and heparan sulfate levels were significantly elevated in COVID-19 patients. Heparanase activity was associated with disease severity including the need for intensive care, lactate dehydrogenase levels, and creatinine levels. Use of prophylactic LMWH in non-ICU patients was associated with a reduced heparanase activity. Since there is no other clinically applied heparanase inhibitor currently available, therapeutic treatment of COVID-19 patients with low molecular weight heparins should be explored.


Subject(s)
Endothelium/pathology , Glucuronidase/antagonists & inhibitors , Glucuronidase/blood , Heparin Antagonists/therapeutic use , Heparin, Low-Molecular-Weight/therapeutic use , Tight Junctions/pathology , Aged , Betacoronavirus , COVID-19 , Coronavirus Infections/immunology , Coronavirus Infections/pathology , Creatinine/blood , Critical Care , Cross-Sectional Studies , Female , Glucuronidase/metabolism , Heparitin Sulfate/blood , Humans , Interleukin-6/blood , L-Lactate Dehydrogenase/blood , Male , Middle Aged , Pandemics , Pneumonia, Viral/immunology , Pneumonia, Viral/pathology , SARS-CoV-2
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