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Table 1 Characteristics of included studies

From: A meta-analysis of potential biomarkers associated with severity of coronavirus disease 2019 (COVID-19)

Cai

Qi

Case serie

China

Shenzhen

Single center

Hospital

Retrospective

Non-servere Vs Servere

417

85

NR

233

NR

NR

NR

Cai

Q

Case serie

China

Shenzhen

Single center

Referal hospital

Retrospective

Non-servere Vs Servere

298

58

62.5

240

41

Liver diseases:13.9%; Type II diabetes:13.8%; Hypertension:37.9%;

Cardiac diseases:22.4%;

Liver diseases:8.3%; Type II diabetes:4.2; Hypertension:10.4;

Cardiac diseases:5.0%

Chen

X

Case serie

China

Chongqing

Single center

Hospital

Retrospective

Non-servere Vs Servere

78

15

NR

63

NR

NR

NR

Chen

G

Case serie

China

Wuhan

Single center

Hospital

Retrospective

Moderate Vs Severe

21

11

61

10

52

Hypertension: 36.4%; diabetes: 18.2%

Hypertension: 10%; diabetes:10%

Fan

B

Case serie

Singapore

Unclear

Single center

Hospital

Prospective

ICU VS No-ICU

67

9

54

58

41

NR

NR

Feng

Y

Case serie

China

Wuhan

Multicenter

Hospital

Retrospective

Moderate Vs Critical

476

70

61

352

51

Hypertension: 35.7%; diabetes 8.6%; cardiovascular diseases: 17.1%; malignancy: 8.6%;COPD: 15.7%;immunosuppression: 7.1%;

Hypertension: 20.7%;diabetes 9.1%; cardiovascular diseases 6%; malignancy: 1.4%;COPD: 2.3%;immunosuppression: 0.6%;

Guan

W

Case serie

China

Unclear

Multicenter

Unclear

Retrospective

Admission to an intensive care unit (ICU), use of mechanical ventilation, or death

1099

173

52

926

45

Hepatitis B: 2.4%; Diabetes:16.2%;Hypertention: 23.7%;COPD:3.5%; CHD: 5.8%; Cerebro-Vas diseases: 2.3%;Immunodeficiency:0%;Cancer: 1.7%

Hepatitis B: 0.6%; Diabetes: 5.7%;Hypertention:13.4%;COPD: 0.6%; CHD: 1.8%; Cerebro-Vas diseases:1.2%;Immunodeficiency:0.2%;Cancer:0.8%

Han

H

Cross sectional

China

Wuhan

Single center

Hospital

Prospective

Ordinary Vs Severe

94

35

NR

49

NR

NR

NR

Huang

C

Case serie

China

Wuhan

Single center

Hospital

Prospective

Non-servere Vs Servere

41

13

49

28

49

Diabetes:8%;Hypertention: 15%;COPD:8%; CVD: 23%;Immunodeficiency:%;Cancer: 0%

Diabetes: 25%;Hypertention: 14%;COPD:0%;CVD: 11%;Cancer: 4%

Li

Y

Case serie

China

Huazhong

Single center

Department of Thoracic Surgery

Retrospective

Non-servere Vs Servere

25

9

NR

16

NR

Hypertention: 11.1%;COPD:44.4%;diabetes:11.1%;CHD: 11.1

Hypertention:6.3%;COPD:6.3%;diabetes: 0%;CHD:18.8

Li

K

Case serie

China

Unclear

Single center

Hospital

Retrospective

Non-servere Vs Servere

83

25

53.7

58

41

Hypertention:8%;COPD: 16.0%;diabetes:28.0%;CHD: 4.0%

Hypertention5.2%;COPD: 1.7%;diabetes:0.0%;CHD:0.0%

Liu

Y

Case serie

China

Shenzhen

Single center

Hospital

Retrospective

Mechanical ventilation VS No Mechanical ventilation

12

6

64.5

6

52

Hypertention:17.6%;COPD:%;diabetes:16.7%;CHD:33.3%;cancer:0%;chronic liver diseases:0%; chronic renal diseases:16.7%

Liu

W

Case serie

China

Wuhan

Multicenter

Hospital

Retrospective

Common Vs Severe

78

8

NR

70

NR

Hypertention:10.3%;COPD: 5.1%;diabetes:6.4%;cancer:5.1%

Mao

L

Case serie

China

Wuhan

Multicenter

Neurology

Retrospective

Non-servere Vs Servere

214

88

58.2

126

48.9

Hypertention:36.4%; diabetes: 17.0%; cardiac/cerebral disease: 8.0%;

Cancer: 5.7%; chronic kidney disease:2.3%

Hypertention: 15.1%; diabetes:11.9%; cardiac/cerebral disease:6.3%;

Cancer:6.3%; chronic kidney disease:3.2%

Qian

G

Case serie

China

Zhejiang

Multicenter

Hospital

Retrospective

Non-servere Vs Servere

91

9

66

82

49

NR

NR

Qin

C

Case serie

China

Tongji

Single center

Hospital

Retrospective

Non-servere Vs Servere

452

286

61

166

53

Hypertention:36.7%;COPD: 3.1%;diabetes:18.5%;cancer:3.5%;CVD:8.4;CeVD:2.8%; chronic liver diseases: 1%;Tuberculosis:2.4%; chronic kidney diseases: 2.1%

Hypertention:18.1%;COPD: 1.8%;diabetes:13.3%;cancer:2.4%;CVD:1.8%;CeVD:1.8%; chronic liver diseases:1.8%;Tuberculosis:1.2%; chronic kidney diseases: 2.4%

Qiu

H

Case serie

China

Zhejiang

Multicenter

Paediatric

Retrospective

Mild Vs Moderate

36

19

9

17

7.5

NR

NR

Qu

R

Case serie

China

Huizhou

Single center

Hospital

Retrospective

Non-servere Vs Servere

30

3

60

27

49.4

NR

NR

Ruan

Q

Case serie

China

Jin,Tongji

Multicenter

Hospital

Retrospective

Death Vs Discharge

150

68

NR

82

NR

NR

NR

Wan

S

Case serie

China

Chongqing

Single center

Hospital

Retrospective

Non-servere Vs Servere

135

40

56

95

44

Hypertention:10%;COPD:10%;diabetes:22.5%;cancer: 7.5%;CVD:15%;chronic liver diseases:2.5%; pulmonary diseases:2.5%

Hypertention:9.4%;COPD:0%;diabetes: 3.1%;cancer:1.5%;CVD:1%; chronic liver diseases: 1%;Tuberculosis: %;diseases:0%

Wang

Z

Case serie

China

Wuhan

Multicenter

Hospital

Retrospective

Non-servere Vs Servere

69

14

70.5

55

37

Hypertention:36%;COPD: 14%;diabetes:43%;cancer: 7%;CVD:36%;chronic liver diseases:0%;

Hypertention: 7%;COPD: 4%;diabetes: 2%;cancer: 5%;CVD:5%;chronic liver diseases:2%

Wang

R

Case serie

China

Fuyang

Single center

Hospital

Retrospective

Non-servere Vs Servere

125

25

49.4

100

39.7

Comorbidities: 48%

Comorbidities:22%

Wang

D

Case serie

China

Wuhan

Single center

Hospital

Retrospective

Non-servere Vs Servere

138

36

66

102

51

Hypertention:58.3%;COPD: 8.3%;diabetes:22.2%;cancer:11.1%;CVD:25.0%;chronic liver diseases:0%; CeVD:16.7%;HIV:0%

Hypertention:21.6%;COPD:1.0%;diabetes:5.9%;cancer: 5.9%;CVD:10.8%;chronic liver diseases:3.9%; CeVD:1.0%;HIV:2.0%

Wu

C

Case serie

China

Wuhan

Single center

Hospital

Retrospective

Survivor Vs Non-survivor

201

44

68.5

40

50

aHypertention:36.4%; diabetes:25.0%; CVD:9.1%

aHypertention:17.5%; diabetes:12.5%;CVD:2.5%

Xu

Y

Case serie

China

Unclear

Single center

Radiology

Retrospective

Mild/Moderate/Severe/critical

50

3

NR

9

NR

NR

NR

Yang

X

Case serie

China

Wuhan

Single center

Hospital

Retrospective

Survivor Vs Non-survivor

52

32

64.6

20

59.7

aCOPD:6%;diabetes:22%;cancer:3%;CVD:9%;chronic liver diseases:0%; CeVD:22%

aCOPD:10%;diabetes:10%;cancer:5%;CVD:10%;chronic liver diseases:0%;CeVD:0%

Young

B

Case serie

Singapore

NR

Multicenter

Hospital

Retrospective

Require Vs not require supp Oxygen

18

6

56

12

37

Comorbidities:67%

Comorbidities:8%

Yun

L

Case serie

China

Shanghai

Single center

Hospital

Retrospective

No-servere Vs Servere

292

21

65.5

271

48.7

NR

NR

Zhang

J

Case serie

China

Wuhan

Multicenter

Hospital

Retrospective

Non-servere Vs Servere

140

58

64

82

51.5

Hypertention:37.9%; COPD:3.4%; diabetes:13.8%;CHD:6.9%;liver diseases:6.9%; CeVD: 3.4%

Hypertention:24.4%; COPD:0%; diabetes:11.0%;CHD:3.7%;liver diseases:5.0%; CeVD: 1.2%

Zheng

F

Case serie

China

Changsha

Single center

Hospital

Retrospective

Non-servere Vs Servere

161

30

57

131

40

Hypertention:40%; COPD:6.7%; diabetes:6.7%; CHD:6.7%;chronic liver diseases:3.1%; CeVD:3.3%

Hypertention:7.6%; COPD:3.1%; diabetes:3.8%;CHD:1.5%;chronic liver diseases:0%;CeVD:2.3%

Zhou

F

Case serie

China

Wuhan

Multicenter

Pulmonary hospital

Retrospective

Survivor Vs Non-survivor

191

54

69

137

52

a Hypertention:48%; COPD:7%; diabetes: 31%; cancer:0%; CHD:14%;chronic kidney diseases:4%

a Hypertention: 23%; COPD:1%; diabetes: 14%; cancer:1%; CHD:1%;chronic kidney diseases:1%

  1. aSurvivor Vs Non-survivors; CeVD Cerebrovascular diseases; CVD Cardiovascular diseases; COPD chronic obstructive pulmonary diseases; CHD coronary heart diseases; NR Not reported