key: cord-0767401-1ly63wrn
authors: Vasheghani, Maryam; Jannati, Nasrin; Baghaei, Parvaneh; Rezaei, Mitra; Aliyari, Roqayeh; Marjani, Majid
title: The relationship between serum 25-hydroxyvitamin D levels and the severity of COVID-19 disease and its mortality
date: 2021-09-02
journal: Sci Rep
DOI: 10.1038/s41598-021-97017-9
sha: 2ec2b0659bcba45edcc6b11ccffd4fb89ab60703
doc_id: 767401
cord_uid: 1ly63wrn

Supplemental vitamin D can reduce the risk and mortality of viral pneumonia. The relationship between 25 hydroxyvitamin D [25(OH)D] levels and the severity and mortality of Coronavirus disease 2019 (COVID-19) was evaluated. In this cross-sectional study, the admitted patients with COVID-19 were categorized as mild, moderate, severe, and critical based on clinical and radiologic characteristics. Calcium, phosphorus, albumin, creatinine, and serum 25(OH)D were measured and their correlation with the severity of disease and mortality were analyzed. During 2 months, 508 patients (442 patients in general wards and 66 patients in the intensive care unit (ICU)) were included. The participants were 56 ± 17 years old (52% male, 37% with comorbidity). Concerning severity, 13%, 42%, 36%, and 9% had mild, moderate, severe, and critical diseases, respectively. The mortality rate was 10.8%. Admission to ICU, severity of disease and mortality decreased significantly across quartiles of 25(OH)D. According to multivariate logistic regression analysis, disease mortality had a positive correlation with age and had a negative correlation with the serum level of 25(OH)D, calcium, and albumin. In hospitalized patients with COVID-19, low 25(OH)D was associated with severe disease and increased ICU admission and mortality rate.

In late 2019, a new coronavirus was identified as a cause of a cluster of pneumonia cases in China which is named COVID-19 disease 1 . Currently, COVID-19 is pandemic 2 . In Iran, 612,772 people as the definitive cases of COVID-19 have been reported by November 10, 2020, and 34,864 people have died 3 . Manifestations of the COVID-19 range from asymptomatic carriers to acute respiratory failure and death 4 . Complications include acute respiratory failure, cytokine release syndrome, increased coagulation factors, and multi-organ damage which are associated with poor prognosis 5, 6 . The overall mortality rate until November 18, 2020, is about 2.4% (1, 333 ,742 deaths between 55,326,907 patients) 7 . Old age, cardiovascular disease, diabetes, high blood pressure, chronic lung disease, cancer, chronic kidney disease, people with defective or suppressed immune systems, obesity, and chronic liver disease have been identified as risk factors for severe disease or mortality 4, 6, 8, 9 . There is currently no specific treatment against COVID-19 disease 10 . Currently, the most important way to deal with this disease is prevention and control of the conditions that are considered as a risk factor for the more severe course, and complications.

There is evidence from influenza A and severe acute respiratory syndrome (SARS) epidemics suggesting a role for vitamin D in these diseases 11 . Previous studies have suggested an association between vitamin D deficiency and an increased chance of developing bacterial and/or viral pneumonia due to viruses such as SARS, MERS, and Influenza A. COVID-19 disease is more prevalent and severe in winter and is more common in people who

During the study period, 556 patients were admitted, 482 cases in general wards, and 72 individuals in Intensive Care Units (ICU). Due to the death during the first 24 h of admission, failure to send the patient's blood sample for the requested tests, or failure to perform a 25(OH)D test and exclusion criteria, only available data related to 442 patients admitted to the general wards and 66 patients admitted to the ICU were analyzed. The mean age of participants was 56 ± 17 years (range from 14 to 95 years) and 52% were male. According to the past medical history from the patients, 190 (37.4%) of patients had comorbidities (diabetes mellitus, ischemic heart diseases, hypertension, etc.). Concerning disease severity, 13%, 42%, 36%, and 9% had mild, moderate, severe, and critical diseases, respectively. In this study, 44% of patients needed advanced respiratory care, and 13% needed to be admitted to the ICU. The in-hospital mortality rate was 10.8%. People with critical illness had higher age, lower serum levels of 25(OH)D, calcium, albumin, and fewer vitamin D supplements usage, higher mortality rather than those with mild disease. The relationship between demographic and medical parameters with the severity of COVID-19 disease is listed in Table 1 . Based on the Bonferroni post hoc test, the mean age among patients with mild disease was significantly different from the mean age of patients in other groups (P-values < 0.003). The mean level of 25(OH)D among patients with the critical status was significantly different from other groups (P-values < 0.04). The mean phosphorus levels in patients with mild and moderate status significant differences (P-value = 0.04) were observed. There was a significant difference between the mean calcium in critical disease with moderate disease (P-values < 0.0001) and mild disease (P-values < 0.0001). Also, the mean calcium levels in patients with severe disease and patients with mild disease (P-value = 0.02) were different. www.nature.com/scientificreports/ Fig. 1 represent the statistically differences between groups. Vitamin D deficiency (25(OH)D < 30 ng/ml) was more common in women than men (69% vs. 56%, P = 0.003) and patients under ICU care than patients admitted in other wards (80% vs. 61%, P = 0.01). The prevalence of vitamin D deficiency and critical illness was lower in people taking vitamin D supplements (P = 0.001 for both). The prevalence of vitamin D deficiency was not different between patients with a history of comorbidities and those without it. Table 2 summarized the patient's demographic and medical characteristics based on the outcome. The mortality is directly related to the patient's age and the severity of the disease. The mortality of people older than www.nature.com/scientificreports/ 60 years was five times higher than that of people 30 or younger. Mortality is inversely related to serum levels of 25(OH)D, calcium, albumin, and renal function. The cut-off points for 25(OH)D quartiles (25, 50 , and 75) are 14, 24, and 37 ng/ml, respectively. The ICU admission rate, and severity of disease and mortality decreased significantly across quartiles of 25(OH)D. The relationships of demographic and medical parameters of participants, and disease severity and outcome across quartiles of serum 25(OH)D is shown in Table 3 .

In the multivariate regression analysis, in-hospital mortality increases 4% by age, and decrease 3%, 47% and 79% by serum levels of 25(OH)D, calcium, and albumin, respectively. Details were showed in Table 4 .

In this cross-sectional study, 556 patients were studied. There was a negative correlation between disease severity and history of vitamin D supplementation, serum levels of 25(OH)D, calcium, phosphorus, and albumin. Also, there was a negative correlation between in-hospital mortality and serum levels of 25(OH)D and calcium. The rate of admission to ICU, and disease severity and mortality rate decreased significantly across quartiles of 25(OH)D.

Age was both a risk factor for COVID-19 disease and its severity in this study. This finding is consistent with the findings of previous studies. For every 5 years of increase in patient age in the USA, the rate of hospitalization and mortality increase by 34% and 10-18%, respectively 23, 24 . The imbalance of the immune system and comorbidities intensifies the severity of the disease and consequently increases the mortality rate 25 .

In this study, there was no significant difference between gender and disease severity, and outcome. In a review article, the male-to-female ratio in patients admitted for COVID-19 was similar in three studies in France, Spain, and Switzerland. Male sex hormones, concurrent diseases, behavioral differences, and more exposure of men to pathogens may play a role in these differences 26 .

There was no relationship between comorbidities with the severity and outcome of COVID-19 disease in this study. Bajgain etal reported that there is no clear association between these comorbidities and mortality rate 27 . But, these factors have been associated with increased severity and mortality of COVID-19 disease in some other studies [28] [29] [30] . This discrepancy may be due to different methods of study and participant demographic characteristics such as age and the male-to-female ratio. In our study, the diagnosis of comorbidities was based on medical history. We didn't have online access to the patient's previous medical records.

In this study, the number of patients admitted to ICU is 3.8 times and the in-hospital mortality rate is twice the globally national death rate in Iran 31,32 . This study was performed at the time of the first peak of the disease in Iran. At that time, the number of PCR tests performed to diagnose COVID-19 was low. Our hospital is a tertiary and referral center for respiratory diseases and COVID-19. Therefore, more serious patients refer to this center and one-fifth of our patients had over 70 years old. Of course, the in-hospital mortality rate in this study is lower than in other centers. About 32-40% of hospitalized patients need to be admitted to the ICU and their Table 2 . Demographic and medical characteristics of 508 cases of COVID-19 disease categorized by outcome. DM diabetes mellitus, HTN hypertension, IHD ischemic heart disease, BMI body mass index. a Mean ± SD. *The P-value has been calculated after recategorized disease outcome to recovery and death groups. www.nature.com/scientificreports/ mortality rate is about 15-39% in other studies 33, 34 . Experienced and well-trained personnel to care for patients with respiratory disorders and infectious diseases and access to adequate facilities for non-invasive and invasive ventilation can justify these results.

In the present study, 40% percent of patients had 25(OH)D less than 20 ng/ml. Contrary to expectations, although Iran is a sunny country, vitamin D deficiency is common in all age groups. The reason is the lack of intake through food, reduced synthesis of this vitamin in the skin, and the type of clothing, and lack of widespread supplementation, which is common in some countries [36] [37] .

In the present study, the patients with low blood levels of calcium, phosphorus, and albumin had more severe diseases, poor outcomes, and mortality. Similar results were found in other published articles. In one study, among patients with COVID-19, serum calcium levels were 0.8 mg/dl lower than in other patients 38 . Patients who died of COVID-19 had a serum albumin level of 4.6 g/l lower than those who survived 39 . This relationship can be explained in several aspects. First, each of these nutrients have a special role in the function of the immune system and various parts of the body. Second, their deficiency of is an indirect index of the patient's nutritional status or concomitant conditions such as obesity, renal and liver failure, and diabetes. Third, hypocalcemia due to hypoalbuminemia may affect these results and it is better to correct the amount of serum calcium according to albumin level.

There was a negative correlation between disease severity and serum levels of 25(OH)D in this study. The mean level of 25(OH)D in patients admitted to the ICU was 11 ng/ml less than other groups. This finding has been shown in other studies. In the acute critically ill patients with COVID-19, the mean level of vitamin D was lower (14 vs. 28 ng/ml), and the prevalence of vitamin D deficiency (25(OH)D < 20 ng/dl) was higher than Table 3 . The relationships of demographic and medical parameters across quartiles of serum 25(OH) D. DM diabetes mellitus, HTN hypertension, IHD ischemic heart disease, BMI body mass index. a n (%). b Mean ± SD. *Cochran-Armitage test for trend. www.nature.com/scientificreports/ asymptomatic patients(96 vs. 33%). In patients with COVID-19 and concomitant vitamin D deficiency, and the mortality rate was 7 times (21 vs. 3%) than those with sufficient vitamin D 40 . In a cohort study by Baktash et al. 41 , the median level of 25(OH)D was lower inpatients with COVID-19 than healthy controls. This difference in 25(OH)D between the two groups was much greater than their study (62 ng/ml). Of course, they have compared patients with healthy people and their participants were older. Unlike previous studies, Jevalikar 42 and Panagiotou 43 did not find any relationship between 25(OH)D level and clinical parameters, inflammatory markers, or mortality rate in COVID-19 patients. The different results reported in these studies may be due to significant differences in the characteristics of participants and the presence of comorbidities. However, Panagiotou also found vitamin D deficiency was more common in patients admitted to the ICU. They treated patients with vitamin D supplements immediately after the diagnosis of vitamin D deficiency, which may have affected the course of the disease.

Vitamin D supplementation was associated with reduced disease severity and mortality in this study. In a few clinical trials, vitamin D administration has reduced the risk of COVID-19 disease, its morbidity, and mortality [44] [45] [46] . In a retrospective study, people with a history of a low mean level of 25(OH)D were more likely to develop COVID-19 disease than those with a higher level of 25(OH)D (11 vs. 25 ng/ml, respectively) 47 . Although in another study, a high dose of vitamin D has did not affect on the course of COVID-19 disease, and comments on this subject need further investigations 48 .

In this study, age was directly related to mortality, but disease severity, serum levels of 25-hydroxyvitamin D, creatinine, calcium, and albumin were inversely related to mortality due to COVID-19 disease.

There are pieces of evidence to suggest the link between 25(OH)D levels and COVID-19 disease. Vitamin D deficiency may increase the risk of COVID-19 disease and its severity and mortality. In a cohort study of 185 patients with COVID-19 within 66 days, 50% were admitted, 28 required mechanical ventilation, and 16 died. When adjusted for age, gender, and comorbidities, 25(OH)D < 12 ng/ml was associated with a higher risk of death (HR 14.73, 95% CI 4.16-52.19, P < 0.001) 49 . In a retrospective cohort study, the relative risk and predicted rate of COVID-19 disease was higher in patients with vitamin D deficiency than in those with sufficient vitamin D [1.77 and 1.8 times, respectively) 50 . Vitamin D deficiency may also increase the risk of COVID-19 and disease severity and mortality. In a meta-analysis, a serum level of 25(OH)D < 30 ng/ml increased the rate of hospital admissions and the mortality rate from COVID-19 (OR 1.82 for both) 51 . The mortality rates 10 days after admission in patients with COVID-19 disease and severe vitamin D deficiency [25(OH)D < 10] ng/ml was 10 times the other group (25(OH)D ≥ 10 ng/ml) 52 .

Some studies did not find any relationship between the serum level of 25-hydroxyvitamin D and the severity of COVID-19 disease and mortality. In a retrospective population-based study in Brazil, 14,692 people who recently measured serum levels of 25(OH)D and had RT-PCR test for COVID-19 were studied 53 . There was no significant difference between PCR positive and PCR negative individuals in mean 25(OH)D levels and the prevalence of vitamin D deficiency.

In a retrospective cohort study on 347 patients who hospitalised due to COVID-19 disease in Italy, similar results were obtained 54 .

In severe COVID-19 disease, the immune system does not have the proper response to prevent the multiplying and progressing virus infection. Instead, cytokine storms occur due to the release of excessive inflammatory factors 55 . The relationship between Vitamin D and COVID-19 severity and outcome can be explained by different pathways and mechanisms, some of which we are mentioned here. Vitamin D has an antibacterial and antiviral property by regulating innate and adaptive cellular immunity, and physical barriers 56 . Vitamin D produces www.nature.com/scientificreports/ antimicrobial peptides (AMPs) such as cathelicidins and defensins by activating immune cells. A primary form of Cathelicidins (LL-37) inactivate viruses such as the Influenza A virus by destroying envelope proteins 57 . In the presence of a "cytokine storm" due to severe COVID-19 disease, inflammatory cytokines such as IL-6, IL-8, CRP, and ferritin are released without the control of the immune system. Inflammatory cytokines damage the integrity of the lungs by causing inflammation, leading to pneumonia, which in turn causes a vicious cycle 58 . IL-6 increases the severity of COVID-19 by rearranging the angiotensin-converting enzyme (ACE2) receptors and inducing macrophage cathepsin L. Cathepsin L of macrophage cleaves the S1 subunit of the coronavirus spike glycoprotein. This is essential for the coronavirus to enter human host cells, a fusion of the endosome membrane of a host cell for virus, and the release of viral RNA 59 . Vitamin D can modulate the immune system and reduce the production of pro-inflammatory markers. Vitamin D supplementation has reduced interleukin-6 levels in several clinical trials 60 . Vitamin D may reduce the risk of ARDS and mortality from COVID-19 by raising ACE2 levels. The SARS-COV-2 virus binds to the ACE2 receptor expressed on the surface of lung epithelial cells and causes over-accumulation of angiotensin II by ACE2 downregulation. In the in-vivo studies, vitamin D-binding protein has played a role in this interaction. Calcitriol, the active metabolite of vitamin D, increases ACE2 expression in the lungs in animal studies. Vitamin D replacement may reduce lung damage by increasing ACE2 expression and synthesis of α-1-antitrypsin by CD4+ T cells. α-1-Antitrypsin is critical for lung integrity and repair and is required for the further production of anti-inflammatory interleukins such as IL-10. Vitamin D improves endothelial dysfunction by reducing the oxidative stress of free oxygen radicals, TNF-alpha and interleukin-6 and suppressing the NF-κB pathway. Endothelial dysfunction causes vascular inflammation and increased blood coagulation, which is seen in severe COVID-19. Vitamin D reduces the lung damage due to COVID-19 by stimulating the proliferation and migration of alveolar epithelial cells type II and reducing their apoptosis. It also inhibits the mesenchymal transition of an epithelial cell induced by TGF-β. In COVID-19, the function of type II pneumocytes is impaired, and the surfactant concentration decreases at the alveolar surface, and the alveoli are collapsed. In some studies, 1α, 25 (OH) 2D have caused an increase in surfactant and maybe prevent lung alveoli collapse [62] [63] . Studies have shown that acute inflammatory disease can decrease serum levels of 25(OH)D. These changes were temporary and short-lived and resolved within 24-48 h. There is a significant diurnal and seasonal fluctuation (20%) in the serum level of 25(OH)D in each person during the day and its maximum amount is observed in the middle of the day and the summer and autumn. Due to this daily fluctuation, the sampling time makes a significant error in assessing the serum level of 25(OH)D [65] [66] [67] . Therefore, the timing of blood sampling from patients from the onset of symptoms and disease or blood drawing time can change the results. Although all participants entered this study in May and June, and fasting sampling was performed in the morning of the first day after admission. This study had some limitations. First, vitamin D-binding protein was not measured, and since the amount of this protein decreases in many severe diseases, the potential impact of this reduction must be considered. Second, vitamin D levels were measured once, and if measured several times in the course of the disease we might be able to better answer its relationship to the severity and outcome of the disease. Third, Vitamin D levels are measured during May and June. Vitamin D levels are lower during the winter and spring than the summer and autumn 68 . The timing of the study may affect the results obtained in this study. Fourth, This study is a single-center study and all participants are Caucasians who live in the urban area. As a result, it may have high internal validity and low external validity. In any case, a cross-sectional study with this style can not examine the causal relationship between variables and we did not intend to conclude the cause-and-effect relationship between vitamin D and the severity of COVID-19.

However, judgments based on these limited studies are not logical. Most of these studies are observational, single-center, retrospective and with inadequate sample size. There are limited human or financial resources and a lack of enough time due to the COVID-19 disease pandemic. So, acceleration in the research project design and implementation, data collection and analysis, and publishing research results also affect the quality of articles. We suggest multinational, multicenter, double-blind randomized clinical trials or cohort studies clarify the issue.

This study evaluated the association between 25(OH)D levels and the severity and outcome of patients with COVID-19 admitted to the hospital. The disease was severe or critical in 44% of admitted cases and 13% of them admitted to ICU. The mortality rate was 10.8%. Old age, vitamin D deficiency, hypocalcemia, hypophosphatemia, hypoalbuminemia, and renal failure are associated with disease severity and admission to ICU. Old age, disease severity, low serum level of 25(OH)D, hypocalcemia, hypoalbuminemia, and renal failure were associated with a higher mortality rate. www.nature.com/scientificreports/

World Health Organization. WHO Director-General's Opening Remarks at the World Health Assembly-9

World Health Organization. Rolling Updates on Coronavirus Disease (COVID-19) (WHO, 2020)

Characteristics of and important lessons from the coronavirus disease 2019 (COVID-19) outbreak in China summary of a report of 72,314 cases from the Chinese center for disease control and prevention

Clinical characteristics of 138 hospitalized patients with 2019 novel coronavirus-infected pneumonia in Wuhan

Clinical characteristics of 113 deceased patients with coronavirus disease 2019: Retrospective study

World Health Organization. Coronavirus Disease (COVID-19) Pandemic, Coronavirus Disease (COVID-19) Outbreak Situation (WHO, 2020)

Case-fatality rate and characteristics of patients dying in relation to COVID-19 in Italy

Transmission potential and severity of COVID-19 in South Korea

SARS-CoV-2 and COVID-19: The most important research questions

Vitamin D and COVID-19: Evidence and recommendations for supplementation

Evidence that vitamin D supplementation could reduce risk of influenza and COVID-19 infections and deaths

Optimization of vitamin D status for enhanced immuno-protection against COVID-19

High prevalence of vitamin D deficiency among iranian population: A systematic review and meta-analysis. Iran

Radiological mimickers of COVID-19 pneumonia: A pictorial review

Association between serum concentration of 25-hydroxyvitamin D and community-acquired pneumonia: A case-control study

The vitamin D deficiency pandemic: Approaches for diagnosis, treatment and prevention

Consensus statement from 2nd international conference on controversies in vitamin D

Vitamin D intoxication with severe hypercalcemia due to manufacturing and labeling errors of two dietary supplements made in the United States

Clinical Management of COVID-19. Interim Guidance. COVID-19: Clinical care. WHO/Publications/ Overview/Clinical management of COVID-19

Sex specific impact of different obesity phenotypes on the risk of incident hypertension: Tehran lipid and glucose study

Hospitalization and mortality among black patients and white patients with COVID-19

Risk factors of critical & mortal COVID-19 cases: A systematic literature review and meta-analysis

From causes of aging to death from COVID-19

Impact of sex and gender on COVID-19 outcomes in Europe

Prevalence of comorbidities among individuals with COVID-19: A rapid review of current literature

Prevalence of comorbidities and its effects in patients infected with SARS-CoV-2: A systematic review and metaanalysis

Prognostic factors associated with mortality risk and disease progression in 639 critically ill patients with COVID-19 in Europe: Initial report of the international RISC-19-ICU prospective observational cohort

Presenting characteristics, comorbidities, and outcomes among 5700 patients hospitalized with COVID-19 in the New York City area

Identification of 13843 New Patients with Covid 19 in the Country/5832 Patients are Admitted to the Intensive Care Unit

Pathophysiology, transmission, diagnosis, and treatment of coronavirus disease 2019 (COVID-19): A review

Rate of intensive care unit admission and outcomes among patients with coronavirus: A systematic review and Meta-analysis

Global overview of vitamin D status

Prevalence of vitamin D deficiency in Iran: A systematic review and meta-analysis

Estimation of vitamin D intake based on a scenario for fortification of dairy products with vitamin D in a tehranian population

Serum calcium as a biomarker of clinical severity and prognosis in patients with coronavirus disease

Hypoalbuminemia predicts the outcome of COVID-19 independent of age and co-morbidity

Analysis of vitamin D level among asymptomatic and critically ill COVID-19 patients and its correlation with inflammatory markers

Vitamin D status and outcomes for hospitalised older patients with COVID-19

Lack of association of baseline 25-hydroxyvitamin D levels with disease severity and mortality in Indian patients hospitalized for COVID-19

Low serum 25-hydroxyvitamin D (25[OH]D) levels in patients hospitalized with COVID-19 are associated with greater disease severity

Effect of calcifediol treatment and best available therapy versus best available therapy on intensive care unit admission and mortality among patients hospitalized for COVID-19: A pilot randomized clinical study

High-dose cholecalciferol booster therapy is associated with a reduced risk of mortality in patients with COVID-19: A cross-sectional multi-centre observational study

Vitamin D supplementation associated to better survival in hospitalized frail elderly COVID-19 patients: The GERIA-COVID quasi-experimental study

25-Hydroxyvitamin D concentrations are lower in patients with positive PCR for SARS-CoV-2

Vitamin D supplementation and outcomes in coronavirus disease 2019 (COVID-19) patients from the outbreak area of Lombardy

Vitamin D deficiency and outcome of COVID-19 patients

Association of vitamin D status and other clinical characteristics with COVID-19 test results

Vitamin D deficiency aggravates COVID-19: Systematic review and meta-analysis

Vitamin D deficiency as a predictor of poor prognosis in patients with acute respiratory failure due to COVID-19

No association between vitamin D status and COVID-19 infection in São Paulo Brazil

No significant association between vitamin D and COVID-19. A retrospective study from a northern Italian hospital

Sobieraj DM myth busters: Dietary supplements and COVID-19

Immunologic features in coronavirus disease 2019: Functional exhaustion of T cells and cytokine storm

Role of vitamin D in preventing of COVID-19 infection, progression and severity

Vitamin D and the anti-viral state

Perspective: Improving vitamin D status in the management of COVID-19

The SARS-coronavirus infection cycle: A survey of viral membrane proteins, their functional interactions and pathogenesis

Modulation of the immune response to respiratory viruses by vitamin D

The study of vitamin D administration effect on CRP and Interleukin-6 as prognostic biomarkers of ventilator associated pneumonia

Vitamin D and endothelial function

Vitamin D attenuates lung injury via stimulating epithelial repair, reducing epithelial cell apoptosis and inhibits TGF-β induced epithelial to mesenchymal transition

The link between COVID-19 and VItamin D (VIVID): A systematic review and meta-analysis

Letter to the Editor: Vitamin D deficiency in COVID-19: Mixing up cause and consequence

25-Hydroxyvitamin D variability within-person due to diurnal rhythm and illness: A case report

Prevalence and predictors of vitamin D deficiency in a nationally representative sample of adults participating in the 2011-2013 Australian Health Survey

All authors have had online access to patients' records and data during the study. 

The authors dedicate this article to physicians, nurses, and medical personnel who have sacrificed their lives to care for patients with COVID-19. The authors thank Batoul Khoundabi (Assistant Professor of Biostatistics, Iran-Helal Institute of Applied Science and Technology) for re-analyzing the data.

The authors do not receive any funding for this study.

The authors declare no competing interests.