Laboratory Diagnostic Markers of Renal Patients with COVID-19

Document Type : Original Article

Authors

1 Student Research Committee, Abadan University of Medical Sciences, Abadan, Iran

2 Department of Public Health, School of Health, Abadan University of Medical Sciences, Abadan, Iran

3 School of Nursing, Abadan University of Medical Sciences, Abadan, Iran

4 Clinical Research Development Unit, Taleghani Educational Hospital, Abadan University of Medical Sciences, Abadan, Iran

5 Department of Infectious Diseases, School of Medicine, Abadan University of Medical Sciences, Abadan, Iran

6 Department of Physiology, Abadan University of Medical Sciences, Abadan, Iran

Abstract

Introduction: This study was planned and implemented with the aim of investigating the laboratory diagnostic markers of renal patients with COVID-19.
Methods: In this analytical cross-sectional study, by referring to the Department of medical records and health information system (HIS) and reviewing the files of kidney patients with covid-19 admitted from March 20, 2020, to March 19, 2021, in Taleghani Educational Hospital as the center of covid-19 disease in Abadan city, the information of patients were received.
Results: In this research, 125 patients were studied, of which 77 were men (61.6%) and 48 (38.4%) were female. The results showed that among the laboratory and clinical markers, fasting blood sugar (FBS), potassium (K), blood urea nitrogen (BUN), creatinine, serum glutamic oxaloacetic transaminase (SGOT), Serum glutamate pyruvate transaminase (SGPT), erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), lactate dehydrogenase (LDH) and respiratory rate (RR) were higher than the normal range and oxygen saturation (SpO2) was lower than the normal range. Also, a significant relationship was found between SpO2 index and the outcome of the disease, blood type O, intubation, K, International normalized ratio (INR), prothrombin time (PT), mean corpuscular hemoglobin concentration (MCHC), sore throat, care in the intensive care unit (ICU) and respiratory rate.
Conclusion: Results showed that FBS, renal markers, inflammatory markers and liver markers were higher than the standard range in renal patients with COVID-19, and between the reduction of SpO2 and some clinical and laboratory diagnostic markers was a significant relationship.

Graphical Abstract

Laboratory Diagnostic Markers of Renal Patients with COVID-19

Highlights

 

  • In renal patients with COVID-19, the relationship of SpO2 with disease outcome variables, blood group O, intubation, K, INR, PT, MCHC, sore throat, care in ICU, and respiratory rate is known to be statistically significant.
  • FBS, renal markers, and inflammatory markers were higher than the normal range in renal patients with COVID-19.
  • The mean of liver diagnostic markers including SGOT, SGPT, and LDH were observed above the normal range in renal patients with COVID-19.

Keywords

Main Subjects


Introduction

An acute respiratory illness of unknown origin was started in Wuhan, Hubei Province, China in December 2019. The World Health Organization (WHO) renamed the disease caused by SARS-CoV-2 to coronavirus disease 2019 (COVID-19) on February 11, 2020. The disease spread rapidly throughout the world (1-3). Among the symptoms of patients with COVID-19 were shortness of breath, fever, anorexia, muscle pain, impaired sense of taste, cough, and fatigue (4). In addition to the pulmonary system, as the main organ involved in this disease, other organs such as the kidney, digestive, and nervous systems are also involved (5). New investigations have acknowledged that kidney involvement is also prevalent among patients with COVID-19 (6). After infecting the lungs, this virus enters the blood and may damage kidney cells (3). Chronic kidney disease occurs more among indigenous, minority, and socioeconomically disadvantaged populations and progresses more rapidly (7). Chronic kidney patients and those undergoing dialysis are at a higher risk of death from COVID-19 disease (8).

The risk of acute kidney injury in SARS was estimated to be 6.7%, which was associated with 91.7% mortality (9). Kidney disorders because of the coronavirus disease 2019 (COVID-19), including acute kidney damage, due to acute tubular necrosis (ATN) caused by sepsis, dehydration, cytokine storm syndrome, rhabdomyolysis, and hypoxia. In addition, the direct invasion of the virus into tubular interstitial or glomerular cells is also possible. The direct cytopathic impact of the virus on different kidney cells has been determined in previous studies (10). The importance of the relationship between the pandemic disease of COVID-19 and kidney disease prompts us to carefully analyze the clinical and paraclinical relationship between the two diseases. Based on this, this investigation has been organized to examine laboratory markers in renal patients with COVID-19.

 

Methods

The current research is cross-sectional analytical research that by referring to the medical records of Ayatollah Taleghani Educational Hospital in Abadan City of Iran, from March 20, 2020, to March 19, 2021, the clinical and laboratory information on 125 hospitalized renal patients with COVID-19 was received through the HIS. The laboratory information included liver factors (SGOT (AST), SGPT (ALT), (alkaline phosphatase (ALK), direct bilirubin, total bilirubin, lactate dehydrogenase (LDH)); hematologic Factors (White Blood Cell (WBC), Red Blood Cells (RBC), Mean Corpuscular Hemoglobin (MCH), Mean Corpuscular Volume (MCV), Mean Corpuscular Hemoglobin Concentration (MCHC)); coagulation factors (Platelets, PTT, PT, and INR); renal factors (Creatinine (Cr), Blood Urea Nitrogen (BUN), serum potassium (K) and serum sodium (Na)); inflammatory markers (erythrocyte sedimentation rate (ESR) and C-reactive protein (CRP).  Information was categorized according to date of admission, sex, age, and type of disease, duplicate data was removed, and the information was recorded in Excel software. This research was confirmed by the Ethics Committee of Abadan University of Medical Sciences (IR.ABADANUMS.REC.1399.161).

 

Inclusion criteria

Renal patients with COVID-19 with nasopharyngeal swabs positive for SARS-CoV-2 in RT-PCR were hospitalized at Ayatollah Taleghani Hospital, for whom laboratory and clinical data of them were available in the HIS. If the laboratory and clinical data of the mentioned patients were incomplete or unavailable, these patients were excluded from the study.

 

Statistical Analysis

SPSS software was used for data analysis in this research. Frequency and percentage in qualitative variables and mean and standard deviation in quantitative variables were used to describe the data. Multiple linear regressions were used to check the correlation and relationship of variables with SpO2 index. A P-value less than 0.05 was significant.

 

Results

Demographic and clinical findings

In the present study, 125 patients were studied, of which 77 were male (61.6%) and 48 (38.4%) were women. The mean age of the studied patients was 59.43±17.05. The majority of these patients were chronic kidney patients 89 (71.20%) and the rest were other kidney diseases including acute renal failure, urolithiasis, acute nephritic syndrome, glomerular diseases, disorders resulting from impaired renal tubular function, renal tubulo-interstitial diseases, calculus of lower urinary tract and other disorders of urinary system. The frequency and percentage of comorbidities are as follows: diabetes 55 (44%), heart disease 34 (27.2%), and lung disease 3 (2.4%) were reported in these patients. In the studied population, AB, B, A, and O blood types were 6.4%, 28.8%, 19.2%, and 45.6%, respectively. Among these patients, 64% recovered and 36% died. The most common symptoms are shortness of breath (76.8%), fever (49.6%), cough (30.4%), and sore throat (11.2%). The mean RR (21.31±2.98) in these patients was higher than standard. Also, the mean SpO2 of the patients (93.01% ±5.06%) was lower than the standard range Table 1.

 

 

Table 1. Demographic, laboratory and clinical characteristic of patients, (N = 125)

 

Variable

Mean or N

SD or %

Age, year

≤50 years5

35

28.0%

1–70 years5

55

44.0%

≥71 years

35

28.0%

Sex

Female

48

38.4%

Male

77

61.6%

Outcome

Recovery

80

64.0%

Deceased

45

36.0%

Diabetes Yes

55

44.0%

Renal disease Yes

125

100.0%

Seizure Yes

0

0.0%

Heart disease Yes

34

27.2%

Lung disease Yes

3

2.4%

Blood type

A

24

19.2%

B

36

28.8%

AB

8

6.4%

O

57

45.6%

FBS

174.98

117.80

BUN

55.46

27.50

Cr

4.14

3.13

Na

136.86

4.42

K

4.50

0.60

ALK

229.18

79.37

LDH

631.82

251.56

Total bilirubin

0.76

0.40

Direct bilirubin

0.26

0.24

SGOT

47.73

43.47

SGPT

38.62

38.03

PT

13.82

3.06

PTT

37.09

10.00

INR

1.23

0.47

ESR

55.38

28.81

CRP

Negative

34

27.2%

CRP +

36

28.8%

CRP ++

33

26.4%

CRP +++

22

17.6%

WBC

10.49

7.05

RBC

4.34

0.94

MCV

83.50

7.26

MCH

27.17

2.85

MCHC

31.6

1.70

PLT

243.97

98.88

RR

21.31

2.98

SpO2

93.01

5.06

SBP

126.67

17.75

Fever Yes

62

49.6%

Cough Yes

87

30.4%

Shot ness of breath Yes

96

76.8%

Sore throat Yes

14

11.2%

Intub Yes

29

23.2%

ICU care Yes

29

23.2%

ICU duration (day)

1.30

2.82

 

SD: Standard deviation; N: Number; FBS: Fasting blood sugar; Cr: Creatinine; BUN: Blood urea nitrogen; K: Potassium;  Na: Sodium; LDH: Lactate dehydrogenase; ALP: Alkaline phosphatase; SGPT: Serum glutamate pyruvate transaminase; SGOT: Serum glutamic oxaloacetic transaminase; PTT: Partial thromboplastin time; PT: Prothrombin time; INR: International normalized ratio; CRP: C-reactive protein;  ESR: Erythrocyte sedimentation; RBC: Red blood cell; WBC: White blood cell; MCH: Mean corpuscular hemoglobin; MCV: Mean corpuscular volume; MCHC: Mean corpuscular hemoglobin concentration; RR: Respiratory rate; SBP: Systolic blood pressure; SpO2: Oxygen saturation.

 

Laboratory markers in renal patients with COVID-19

The results of this research indicated that in renal patients with covid-19, the mean FBS of 174.98±117.80 was higher than the standard. The mean of BUN 55.46±27.50 and creatinine 4.14±3.13 in patients was found to be higher than the standard range. The mean of liver diagnostic markers including SGOT 47.73±43.47, SGPT 38.62±38.03, and LDH 631.82±251.56 were observed above the normal range. Coagulation markers such as PTT 37.09±10, and PT 13.82±3.06 in patients were higher than the normal range Table 1. The investigated inflammatory markers such as CRP1+, CRP2+, and CRP3+ were also reported in 36 (28.8%), 33 (26.4%), and 22 (17.6%) and the mean of ESR 55.38±28.8 in renal patients with COVID-19 Table 1.

 

SpO2 relationship with laboratory and clinical findings of patients

The results of the investigation of the relationship between SpO2 and the variables examined in this research using linear regression are presented in Table 2. The findings obtained from the linear regression analysis indicated that the level of SpO2 in renal patients with COVID-19 has a significant relationship with the outcome of their death so according to the estimated regression coefficient, SpO2 in patients who died; is 1.85 units less than in patients who have recovered (P-value=0.049). Also, with increasing age, the mean of SpO2 decreases by 0.036 units, and the mean of SpO2 in men was 0.29 units less than that of women.

In general, among other investigated factors, the relationship of SpO2 patients with disease outcome variables, blood group O, intubation, K, INR, PT, MCHC, sore throat, care in ICU, and respiratory rate is known to be statistically significant (P-value<0.05). In this way and according to the estimated regression coefficients:

For each unit increase of SpO2, the mean K decreases by 0.022 units, which has a significant relationship (P-value=0.043). The mean SpO2 in patients who were intubated upon entering the emergency room is 2.659 units lower than in patients who were not intubated at the beginning of hospitalization, which has a significant relationship (P-value=0.013). Mean SpO2 in patients who were under care in ICU was 2.659 units less than those who were hospitalized outside the ICU, which has a significant relationship (P-value=0.013). With each unit increase in SpO2, the mean RR decreases by 0.252 units, which has a significant relationship (P-value<0.001). The mean SpO2 in patients who had a sore throat was 3.227 units lower than in patients who had no sore throat, which has a significant relationship (P-value=0.024). For each unit increase of SpO2, the mean MCHC, INR, and PT increased by 0.061, 0.018, and 0.129 ((P-value=0.042), (P-value=0.034) and (P-value=0.017)) respectively. The mean SpO2 in patients who had blood group O is 2.943 units higher than in patients who had other blood groups, which has a significant relationship (P-value=0.018).

 

 

Table 2. Association between SpO2 and laboratory diagnostic factors in the linear regression model

 

Variable

Unstandardized

Standardized

t

P

95.0% CI for B

B

Std. Error

Beta

Lower

Upper

Age, year

-.036

.027

-.120

-1.340

.183

-.088

.017

Sex (male)

-.291

.934

-.028

-.312

.756

-2.141

1.558

Outcome (died)

-1.853

.932

-.176

-1.988

.049

-3.698

-.008

Diabetes (yes)

-.274

.915

-.027

-.299

.765

-2.086

1.538

Heart problem (yes)

.676

1.020

.060

.663

.509

-1.343

2.694

Blood type (A)

-

-

-

-

-

-

-

Blood type (B)

1.314

1.341

.118

.980

.329

-1.342

3.970

Blood type (AB)

3.272

2.043

.159

1.602

.112

-.773

7.317

Blood type (O)

2.943

1.228

.291

2.397

.018

.512

5.373

Lung problem (yes)

-4.107

2.947

-.125

-1.394

.166

-9.940

1.727

FBS

-1.365

2.095

-.059

-.652

.516

-5.512

2.781

BUN

-.094

.490

-.017

-.192

.848

-1.064

.876

Cr

.040

.056

.065

.722

.472

-.070

.150

Na

-.126

.078

-.144

-1.616

.109

-.280

.028

K

-.022

.011

-.181

-2.041

.043

-.043

-.001

ALK

-.617

1.413

-.039

-.437

.663

-3.413

2.180

LDH

-1.510

4.479

-.030

-.337

.737

-10.377

7.356

Total bilirubin

.009

.007

.114

1.277

.204

-.005

.023

Direct bilirubin

.005

.004

.103

1.148

.253

-.003

.013

SGOT

-1.393

.764

-.162

-1.823

.071

-2.906

.120

SGPT

-.836

.673

-.111

-1.241

.217

-2.168

.497

PT

.129

.053

.213

2.419

.017

.023

.234

PTT

.187

.177

.094

1.052

.295

-.165

.538

INR

.018

.008

.190

2.150

.034

.001

.034

ESR

.763

.473

.144

1.616

.109

-.172

1.699

CRP (Negative)

-

-

-

-

-

-

-

CRP (+)

.662

1.213

.059

.546

.586

-1.739

3.063

CRP (++)

1.427

1.239

.125

1.151

.252

-1.026

3.880

CRP (+++)

2.003

1.388

.151

1.443

.152

-.744

4.750

WBC

-.057

.125

-.041

-.453

.652

-.305

.192

RBC

-.018

.017

-.098

-1.087

.279

-.051

.015

MCV

.136

.129

.094

1.052

.295

-.119

.390

MCH

.090

.050

.160

1.795

.075

-.009

.189

MCHC

.061

.030

.183

2.059

.042

.002

.120

PLT

.044

1.761

.002

.025

.980

-3.443

3.530

RR

-.252

.048

-.427

-5.240

.000

-.347

-.157

SBP

.260

.315

.074

.824

.412

-.364

.884

Fever (yes)

.176

.909

.017

.194

.847

-1.623

1.976

Cough (yes)

-.140

.988

-.013

-.141

.888

-2.096

1.816

Shot ness of breath (yes)

-.977

1.073

-.082

-.911

.364

-3.102

1.147

Sore sroat (yes)

-3.227

1.412

-.202

-2.285

.024

-6.021

-.432

Intub (yes)

-2.659

1.050

-.223

-2.533

.013

-4.738

-.581

ICU care (yes)

-2.659

1.050

-.223

-2.533

.013

-4.738

-.581

ICU duration (day)

-.097

.049

-.175

-1.970

.051

-.195

.000

 

 

Discussion

In the current research, 125 renal patients with COVID-19 were studied. Most of these patients were between the ages of 51 and 70 (55%). Diabetes was reported as the most common disease associated with these patients and was observed in 44% of patients. A significant relationship was found among laboratory and clinical markers between SpO2 index and disease outcome, blood group O, intubation, K, INR, PT, MCHC, sore throat, care in ICU, and respiratory rate. The findings obtained from the linear regression analysis showed; the level of SpO2 in renal patients with COVID-19 has a significant relationship with the outcome of their death. The mean BUN and creatinine in patients were higher than the normal range. The mean of liver markers was higher than the normal range in patients. The mean FBS, PT, PTT, LDH, ESR, and RR were also higher than standard in these patients and the mean SpO2 was lower than the normal range.

In a retrospective study conducted by Akhavizadegan and colleagues in 2020 in Iran; 522 elderly patients hospitalized with COVID-19 were examined; Out of this number, about 77% (422 people) of hospitalized elderly people were saved from this disease and 23% of them died. The average age of the participants was 72 years and about 54% (281 people) of them were men. 23 of these people had kidney disease; 16 people recovered and 7 people died, and in general, the amount of oxygen at the beginning of the hospitalization of the patients who died was significantly lower than the amount of oxygen of the patients; who had survived (11). In retrospective research done by Pie et al., in 2020 in Wuhan, China; 333 patients with COVID-19 were hospitalized. Patients with kidney involvement had higher mortality than those without (12). The current investigation's mean SpO2 was lower than the standard range in renal patients with covid-19. Also, low SpO2 increased the risk of death of patients.

In cohort research led by Cheng et al., in Wuhan, China in 2020, 701 patients with COVID-19 were hospitalized, including 367 males and 334 females, with a mean age of 63 years in terms of kidney problems. Patients with renal disease were at significant risk of in-hospital death, and elevated serum creatinine, elevated BUN, and leukocyte count were independent predictors of in-hospital death. Therefore, the findings of this study show that the prevalence of hospitalized kidney disease in patients with COVID-19 is high and is associated with in-hospital mortality (13). In the present study, BUN and creatinine were significantly increased in renal patients with COVID-19. Also, low SpO2 increases the risk of patient death, but in this research, the mean of WBC was in the standard range.

In the study by Li et al., conducted in China in 2020, 59 hospitalized patients with COVID-19 were examined. Of these, 28 patients had severe disease and three patients died and increase in creatinine level was seen in 19% of patients and an increase in BUN in 27% of patients (14). In the research conducted by Su et al., conducted in China in 2020, in autopsies of 26 patients with COVID-19, 9 patients showed symptoms of kidney involvement, which included an increase in serum creatinine or newly started proteinuria (15). In a study conducted by Rouhani Zadeh and colleagues in the population of Mazandaran province in 2021; the chance of getting a COVID-19 infection in people with blood group O is significantly lower by 30% compared to other blood groups (16). In the present research, the mean of SpO2 in patients with blood type O was significantly more than in patients who had other blood groups; but the frequency of these patients in the present study is higher in blood type O.

In a cohort investigation conducted by Amin et al., in 2020; Out of 192,182 patients with covid-19, 12% of patients had hyperkalemia. Its prevalence is higher in men, and blacks, with a history of chronic kidney disease, and diabetes mellitus than in people who did not have hyperkalemia. The mortality rate in patients with hyperkalemia was significantly higher than in patients without hyperkalemia. Also, the probability of hospitalization was higher in patients with hyperkalemia (17). In the current study, the mean potassium is higher than the normal level and with each unit increase in potassium, the mean SpO2 decreases by 0.022 units, which has a significant relationship. Also, low SpO2 increased the risk of death in patients.

 In a retrospective study conducted by Pawar et al., in 2021 in India; a total of 30 chronic kidney patients with covid 19 were studied; As a result of this study, the mortality rate was 53.3%, and IL-6 and high LDH were significantly related to mortality, and lymphopenia was associated with fatal consequences in 50% of cases (18). In the present study, 36% of renal patients with COVID-19 died. The mean of LDH and ESR were higher than normal but no significant relationship with SpO2 level was observed and the number of leukocytes was observed in the normal range.

In a retrospective study conducted by Hakami et al., in 2021 in Saudi Arabia, 20 patients (19.8%) died out of 101 hospitalized COVID-19 patients with ESRD. Patients over 65 years of age had a significant mortality risk. The most common clinical symptoms observed in these patients included fever, shortness of breath, and cough, and the most common comorbidities included blood pressure, diabetes, and heart disease, respectively. It was also observed that 17% of the studied patients were admitted to the intensive care unit and needed mechanical ventilation. Respiratory failure (19%) was one of the most common complications leading to death (19). In the present study, Hypertension (20%), heart disease (27.2%), lung disease (2.4%), and diabetes (44%) were reported in these patients; and shortness of breath (76.8%) was the most common clinical symptom, and the mean of LDH, AST, and ALT in our study was observed to be higher than normal. In the current study, a significant relationship was found between hospitalization in the ICU and intubation and RR, with SpO2.

In the cohort study of Bruce Bode et al. in 2020, it was found that uncontrolled diabetes or hyperglycemia occurs frequently among hospitalized patients with COVID-19. Also, the covid-19 patients with diabetes had a longer length of hospitalization and their mortality was more significant and higher than patients without diabetes (20). In the present study, 44% of the patients had diabetes and the mean FBS was higher than the normal range.

In a retrospective study conducted by Yao et al., in 2020 in Wuhan, China; 202 patients with COVID-19 were hospitalized. In the results of this study, most patients (152 patients; 75.2%) had hypoxemia (Sao2<90%) before intubation, and death occurred in 24 hours in 21 patients (10.4%) (21). In the present study, the mean SpO2 in patients who were intubated is 2.659 units lower than the patients who were not intubated during hospitalization, which has a significant relationship. Also, low SpO2 increased the risk of death of patients.

In the cohort study of Bruce Bode et al., in 2020, it was found that uncontrolled diabetes or hyperglycemia occurs frequently among hospitalized patients with COVID-19. Also, the COVID-19 patients with diabetes had a longer length of hospitalization and their mortality was more significant and higher than patients without diabetes (20). In the present study, 44% of the patients had diabetes and the mean FBS was higher than the normal range.

In a retrospective study done by Yao et al., in 2020 in Wuhan, China; 202 patients with COVID-19 were hospitalized. In the results of this paper, most patients (152 patients; 75.2%) had hypoxemia (Sao2<90%) before intubation, and death occurred in 24 hours in 21 patients (10.4%) (21). In the current paper, the mean SpO2 in patients who were intubated is 2.659 units lower than the patients who were not intubated during hospitalization, which has a significant relationship. Also, low SpO2 increased the risk of death of patients.

Considering the retrospective nature of the design and the absence of a control group in the current study, it is suggested to implement larger control case designs with the aim of comparing laboratory, liver, kidney, etc. indicators in patients with and without kidney disease affected by COVID-19 and it should be implemented to determine independent risk factors affecting the death of this group of patients while comparing these indicators.

 

Conclusion

The results showed that in renal patients with COVID-19, the laboratory and clinical markers such as potassium, BUN, Cr, SGOT, SGPT, ESR, CRP, LDH, and respiratory rate were higher than the normal range and SpO2 was lower than the normal range. Also, a significant relationship was found between the SpO2 index and the outcome of the disease, blood type O, intubation, K, INR, PT, MCHC, sore throat, care in the intensive care unit, and respiratory rate; Therefore, it is very important to pay attention to these markers in the diagnosis and treatment of renal patients with COVID-19.

 

Authors’ contributions

Conceptualization: ER, Formal analysis: NK, Investigation: ER, ME, HK, MB, and NK, Methodology: ER, ME, HK, NK, SM, MB, and KhK, Project administration: ER, Validation: MB, NK, KhK, and SM, Writing – original draft: ER and ME, Writing – review & editing: ER, MB and NK.

 

Acknowledgments

Special thanks to the Ethics Committee of Abadan University of Medical Sciences and the Clinical Research Development Unit of Taleghani Educational Hospital, Abadan University of Medical Sciences, Abadan, Iran.

 

Conflict of interest

All authors declare that there is no conflict of interest.

 

Funding

There was no funding.

 

Ethics statement

This study was approved by the Ethics Committee of Abadan University of Medical Sciences (IR.ABADANUMS.REC.1399.161).

 

Data availability

Data will be provided on request.

 

Abbreviations

ALP           Alkaline phosphatase

BUN          Blood urea nitrogen

Cr              Creatinine

CRP           C-reactive protein

 ESR          Erythrocyte sedimentation

FBS           Fasting blood sugar

 INR          International normalized ratio

LDH          Lactate dehydrogenase

MCH         Mean corpuscular hemoglobin

MCHC      Mean corpuscular hemoglobin concentration

 MCV        Mean corpuscular volume

 PT            Prothrombin time

PTT           Partial thromboplastin time

 RBC         Red blood cell

RR             Respiratory rate

SBP            Systolic blood pressure

SGOT        Serum glutamic oxaloacetic transaminase

SGPT         Serum glutamate pyruvate transaminase

SpO2          Oxygen saturation

WBC          White blood cell

  1. Li Q, Guan X, Wu P, Wang X, Zhou L, Tong Y, et al. Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus-Infected Pneumonia. N Engl J Med. 2020;382(13):1199-207.
  2. Zhu N, Zhang D, Wang W, Li X, Yang B, Song J, et al. A Novel Coronavirus from Patients with Pneumonia in China, 2019. N Engl J Med. 2020;382(8):727-33.
  3. Huang C, Wang Y, Li X, Ren L, Zhao J, Hu Y, et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet. 2020;395(10223):497-506.
  4. Tian S, Hu N, Lou J, Chen K, Kang X, Xiang Z, et al. Characteristics of COVID-19 infection in Beijing. J Infect. 2020;80(4):401-6.
  5. Jin YH, Cai L, Cheng ZS, Cheng H, Deng T, Fan YP, et al. A rapid advice guideline for the diagnosis and treatment of 2019 novel coronavirus (2019-nCoV) infected pneumonia (standard version). Mil Med Res. 2020;7(1):4.
  6. Peiris JS, Lai ST, Poon LL, Guan Y, Yam LY, Lim W, et al. Coronavirus as a possible cause of severe acute respiratory syndrome. Lancet. 2003;361(9366):1319-25.
  7. Luyckx VA, Cherney DZI, Bello AK. Preventing CKD in Developed Countries. Kidney Int Rep. 2020;5(3):263-77.
  8. Gansevoort RT, Hilbrands LB. CKD is a key risk factor for COVID-19 mortality. Nat Rev Nephrol. 2020;16(12):705-6.
  9. Chu KH, Tsang WK, Tang CS, Lam MF, Lai FM, To KF, et al. Acute renal impairment in coronavirus-associated severe acute respiratory syndrome. Kidney Int. 2005;67(2):698-705.
  10. Li W, Moore MJ, Vasilieva N, Sui J, Wong SK, Berne MA, et al. Angiotensin-converting enzyme 2 is a functional receptor for the SARS coronavirus. Nature. 2003;426(6965):450-4.
  11. Akhavizadegan H, Aghaziarati M, Roshanfekr Balalemi MG, Arman Broujeni Z, Taghizadeh F, Akbarzadeh Arab I, et al. Relationship Between Comorbidity, Chronic Diseases, ICU Hospitalization, and Death Rate in the Elderly With Coronavirus Infection. Salmand: Iranian Journal of Ageing. 2021;16(1):86-101.
  12. Pei G, Zhang Z, Peng J, Liu L, Zhang C, Yu C, et al. Renal Involvement and Early Prognosis in Patients with COVID-19 Pneumonia. J Am Soc Nephrol. 2020;31(6):1157-65.
  13. Cheng Y, Luo R, Wang K, Zhang M, Wang Z, Dong L, et al. Kidney impairment is associated with in-hospital death of COVID-19 patients. medRxiv. 2020:2020.02.18.20023242.
  14. Li Z, Wu M, Yao J, Guo J, Liao X, Song S, et al. Caution on Kidney Dysfunctions of COVID-19 Patients. medRxiv. 2020:2020.02.08.20021212.
  15. Su H, Yang M, Wan C, Yi LX, Tang F, Zhu HY, et al. Renal histopathological analysis of 26 postmortem findings of patients with COVID-19 in China. Kidney Int. 2020;98(1):219-27.
  16. Rouhanizadeh H, Mousavi SA, Yazdani-Charati J, Pourali F, Saeedi M, Ajami A, et al. Association between COVID-19 Infection and ABO Blood Types in Mazandaran Province, Iran: A Cross-Sectional Study. Journal of Mazandaran University of Medical Sciences. 2021;31(197):35-43.
  17. Amin A, Moon R, Agiro A, Rosenthal N, Brown H, Legg R, et al. In-hospital mortality, length of stay, and hospitalization cost of COVID-19 patients with and without hyperkalemia. Am J Med Sci. 2022;364(4):444-53.
  18. Pawar N, Tiwari V, Gupta A, Bhargava V, Malik M, Gupta A, et al. COVID-19 in CKD Patients: Report from India. Indian J Nephrol. 2021;31(6):524-30.
  19. Hakami A, Badedi M, Elsiddig M, Nadeem M, Altherwi N, Rayani R, et al. Clinical Characteristics and Early Outcomes of Hospitalized COVID-19 Patients with End-Stage Kidney Disease in Saudi Arabia. Int J Gen Med. 2021;14:4837-45.
  20. Bode B, Garrett V, Messler J, McFarland R, Crowe J, Booth R, et al. Glycemic Characteristics and Clinical Outcomes of COVID-19 Patients Hospitalized in the United States. J Diabetes Sci Technol. 2020;14(4):813-21.
  21. Yao W, Wang T, Jiang B, Gao F, Wang L, Zheng H, et al. Emergency tracheal intubation in 202 patients with COVID-19 in Wuhan, China: lessons learnt and international expert recommendations. Br J Anaesth. 2020;125(1):e28-e37.