Table 1 Study characteristics.

From: A systematic review and meta-analysis of obesity and COVID-19 outcomes

Author, year

Location

Study type

n

Incl. (n)

Excluded (n)

Excluded reason

Ages included (y)

Age (y)

Obesity (kg/m2)

Extractable outcome (s)

Sex

Ethnicity

Study setting

SES

Pre-existing conditions

Meds

Busetto et al.13

Padova, Italy

RC

92

92

0

n/a

40–96

Mean 70.5 (SD 13.3)

BMI ≥ 30

IMV, ICU, D

Male and female

NR

W

NR

DM2 (30.4%), HF (31.5%)

NR

Cai et al.14

Shenzhen, Guangdong China

RC

383

383

0

n/a

 ≥ 18

NR

BMI ≥ 28

IMV, ICU, S, D

Male and female

Asian

W

NR

NR

NR

Caussy et al.6

Lyon, France

RC

357

340

17

BMI unknown

 ≥ 18

NR

BMI ≥ 30

ICU

NR

NR

W, ICU

NR

DM2 (21%),

HF (26%)

NR

Chao et al.15

New York, NY, USA

RC

47

47

0

n/a

 < 21

Median 13.1 (IQR 0.4–19.3)

BMI ≥ 30

IMV, ICU, ARDS, D

Male and female

White 1 (3%), Black 3 (9.1%), Latino 26 (78.8%), Other 3 (9.1%)

OP, W, ICU

NR

NR

NR

Docherty et al.20

United Kingdom

PC

20,133

11,222

8911

4052 BMI unknown; 4859 still receiving care

0–104

Median 73 (IQR 58–82)

"clinician-defined"

D

Male and female

NR

W

NR

DM2 (20.7%)

NR

Dreher et al.26

Aachen, Germany

RC

50

50

0

n/a

NR

Median 65 (IQR 58–76)

BMI ≥ 30

ARDS

Male and female

NR

W, ICU

NR

DM2 (58%)

NR

Goyal et al.10

New York, NY, USA

RC

393

380

13

BMI unknown

 ≥ 18

Median 62.2 (IQR 48.6–73.7)

BMI ≥ 30

IMV

Male and female

White 147 (37.4%), Non-white 246 (62.6%)

W

NR

DM2 (25.2%)

NR

Hu et al.27

Wuhan, China

RC

323

294

29

BMI Unknown

23–91

Median 62

BMI ≥ 30

S

Male and female

Asian

W

NR

NR

AVT, Abx, CS

Huang et al.28

Jiansu, China

RC

202

172

30

BMI unknown

NR

Median 44 (IQR 33–54)

BMI ≥ 28

S

Male and female

Asian

W

NR

NR

NR

ICNARC 29

United Kingdom

RC

9347

7521

1826

709 BMI unknown; 1117 still receiving care

 ≥ 16

Median 60 (IQR 51–68)

BMI ≥ 30

D

Male and female

White 5690 (67%), Mixed 145 (1.7%), 1275 (15%), Black (9.8%), Other 555(6.5%)

W

NR

NR

NR

Kalligeros et al.16

Providence and Newport, RI, USA

RC

103

103

0

n/a

 ≥ 18

Median 60 (52–70)

BMI ≥ 30

ICU

Male and female

White 42 (40.7%), Black 24 (23.3%), Hispanic (35 (33.9%), Asian 2 (1.9%)

W, ICU

NR

DM2 (36.8%),HF (24.2%)

NR

Killerby et al.12

Atlanta, GA, USA

RC

531

436

95

BMI unknown

 ≥ 18

Median 61 (no IQR shown)

BMI ≥ 30

H

Male and female

White 119 (22.4%), Black 313 (58.9%), Other 17 (3.3%), Unknown 82 (15.4%)

OP, W

NR

DM2 (25.5%)

NR

Lighter et al.9

New York, NY, USA

RC

3615

1762

0

n/a

NR

NR

BMI ≥ 30

ICU

NR

NR

W

NR

NR

NR

Moriconi et al.21

Pisa, Italy

RC

100

100

0

n/a

NR

NR

BMI ≥ 30

D

Male and female

NR

W

NR

NR

NR

Ong et al.17

Tan Tock Seng, Singapore

RC

182

91

91

BMI unknown

NR

NR

BMI ≥ 25

IMV, ICU, D

Male and female

Asian

W

NR

NR

NR

Peng et al.11

Wuhan, Hubei, China

RC

112

112

0

BMI unknown

 ≥ 18

Median 62 (IQR 55–67)

BMI ≥ 25

D

Male and female

Asian

W

NR

CVD

ACEI/ARB

Petrilli et al.5

New York, NY, USA

RC

5279

5040

239

BMI unknown

 ≥ 19

Median 54 (IQR 38–66)

BMI ≥ 30

H

Male and female

White 2003 (37.9%), African American 835 (15.8%), Asian 383 (7.3%), Hispanic 1330 (25.2%), Other 397 (7.5%), Unknown 331 (6.3%)

OP, W

NR

DM2 (22.6%)

NR

Rosenberg et al.22

New York, NY, USA

RC

1438

1030

408

BMI unknown

NR

Median 63

BMI ≥ 30

D

Male and female

White 167 (24.1%), Black 199 (28.7%), Hispanic 199 (28.7%), Other 128 (18.5%)

W

NR

DM2 (48.9%)

HC or Z

Simonnet et al.8

Lille, France

RC

124

124

0

n/a

NR

Median 60 (IQR 51–70)

BMI ≥ 30

IMV

Male and female

NR

ICU

NR

DM2 (23%)

NR

Suleyman et al.18

Detroit, MI, USA

RC

463

463

0

n/a

NR

Mean 57.5 (SD 16.8)

Assumed BMI ≥ 30 given study location

H, ICU

Male and female

African American 334 (72.1%), Non-African American 129 (27.9%)

W, ICU

NR

DM2 (38.4%)

Abx

Toussie et al.19

New York, NY, USA

RC

338

313

25

BMI unknown

21–50

Median 39 (IQR 31–45)

BMI ≥ 30

IMV, H

Male and female

White 71 (21%), Asian 30 (9%), Black 78 (23%), Hispanic116 (34%), Unknown 43 (13%)

OP, W

NR

NR

NR

Zheng et al.30

Wenzhou, China

RC

66

66

0

n/a

18–75

Mean 47 (no SD shown)

BMI ≥ 25

S

Male and female

Asian

W

NR

DM2 (24.2%)

COVID-19 Management guidance (7th edition)

  1. RC, retrospective cohort; PC, prospective cohort; n/a, not applicable; Incl., included; BMI, body mass index; y, years; NR, not reported; IQR, interquartile range; SD, standard deviation; S, severity; ARDS, acute respiratory distress syndrome; H, hospitalization; W, ward; OP, outpatient; ICU, intensive care unit admission; IMV, invasive mechanical ventilation; D, death; N, none; HF, heart failure; DM2, type 2 diabetes mellitus; CVD, cardiovascular disease; Meds, medications; Abx, antibiotics; AVT, antiviral therapy; HC, hydroxychloroquine; Z, azithromycin; CS, corticosteroids; ACEi, angiotensin converting enzyme II inhibitor; ARB, angiotensin II receptor blocker.