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. 2023 May 24;2023(5):CD015201. doi: 10.1002/14651858.CD015201

Bonifazi 2021.

Study characteristics
Notes English title
Predictors of worse prognosis in young and middle‐aged adults hospitalized with COVID‐19 pneumonia: a multi‐center Italian study (COVID‐UNDER50)
Study setting
Start of study recruitment (MM/YYYY)
02/2020
End of study recruitment (MM/YYYY)
05/2020
Study design
retrospective cohort
Study centre(s)
multiple centres/clinics/areas within a country
Number of centres/clinics/areas
9
Study setting
inpatient
Number of participants recruited
263
Sampling method
consecutive participants
Participants
Female participants
(absolute number), 99
Age measure, value
median (Interquartile range), 45.3 (40.4, 48.4)
Inclusion criteria
patients, aged 18–50 years, hospitalised for confirmed or probable diagnosis of SARS‐CoV2 infection
Exclusion criteria
NR
Smoking
NR
Diabetes
NR
Hypertension
NR
Cardiovascular diseases
NR
Please indicate if additional information is available 
NR
Asthma
NR
Chronic obstructive pulmonary disease
NR
Other pulmonary diseases
NR
Please indicate if additional information is available 
NR
Immunosuppression
NR
Please indicate if additional information is available
NR
Chronic kidney disease
NR
Cancer
NR
Steroid administration
NR
Supplemental oxygen
(absolute number), 88
Differential values for various oxygenation methods (if indicated)
NR
Other treatment
NR
Dose if applicable
NR
Duration if applicable
NR
Percentage received this treatment
NR
Prognostic factor(s)
Study’s definition for obesity
up to normal weight (BMI < 25 kg/m2), overweight (25 ≤ BMI < 30 kg/m2) and obese (BMI ≥ 30 kg/m2).
The time when obesity has been measured
before disease or right at presentation
Main variable used for determination of obesity
BMI
Threshold used for definition of obesity 
BMI ≥ 30 kg/m2
Measure of frequency
absolute number
Frequency value
51
How many eligible outcomes reported?
2
How many eligible outcomes reported?
2
Outcome(s)
Mechanical ventilation, mortality
Outcome (prognostic factor)
Mechanical ventilation (BMI ≥ 30 kg/m2)
Outcome
Mechanical ventilation
Prognostic factor (category): 
BMI ≥ 30 kg/m2
Follow‐up
Number of patients followed completely for this outcome 
263
Number of obese patients followed completely for this outcome 
51
Number of non‐obese patients followed completely for this outcome 
146
Univariable (unadjusted) analysis for obesity
Effect measure for obesity
NR
Effect measure value (95% CI)
NR
Multivariable (adjusted) analysis for obesity
Modelling method
logistic regression
The set of prognostic factors used for adjustment
Age, comorbidities, smoking status, sex
Effect measure for obesity
odds ratio 
Effect measure value (95% CI)
3.5 (1.44, 8.79)
Outcome (prognostic factor)
Mechanical ventilation (25 < BMI < 30 (overweight))
Outcome
Mechanical ventilation
Prognostic factor (category): 
25 < BMI < 30 (overweight)
Follow‐up
Number of patients followed completely for this outcome 
263
Number of obese patients followed completely for this outcome 
51
Number of non‐obese patients followed completely for this outcome 
146
Univariable (unadjusted) analysis for obesity
Effect measure for obesity
NR
Effect measure value (95% CI)
NR
Multivariable (adjusted) analysis for obesity
Modelling method
logistic regression
The set of prognostic factors used for adjustment
Age, comorbidities, smoking status, sex
Effect measure for obesity
odds ratio 
Effect measure value (95% CI)
1.43 (0.54, 3.81)
Outcome (prognostic factor)
mortality (BMI ≥ 30 kg/m2)
Outcome
mortality
Prognostic factor (category): 
BMI ≥ 30 kg/m2
Follow‐up
Number of patients followed completely for this outcome 
263
Number of obese patients followed completely for this outcome 
51
Number of non‐obese patients followed completely for this outcome 
146
Univariable (unadjusted) analysis for obesity
Effect measure for obesity
NR
Effect measure value (95% CI)
NR
Multivariable (adjusted) analysis for obesity
Modelling method
Cox regression
The set of prognostic factors used for adjustment
Age, comorbidities
Effect measure for obesity
odds ratio 
Effect measure value (95% CI)
0.79 (0.27, 2.27)
Outcome (prognostic factor)
mortality (25 < BMI < 30 (overweight))
Outcome
mortality
Prognostic factor (category): 
25 < BMI < 30 (overweight)
Follow‐up
Number of patients followed completely for this outcome 
263
Number of obese patients followed completely for this outcome 
51
Number of non‐obese patients followed completely for this outcome 
146
Univariable (unadjusted) analysis for obesity
Effect measure for obesity
NR
Effect measure value (95% CI)
NR
Multivariable (adjusted) analysis for obesity
Modelling method
Cox regression
The set of prognostic factors used for adjustment
Age, comorbidities
Effect measure for obesity
odds ratio 
Effect measure value (95% CI)
0.29 (0.05, 1.74)
 
Item Authors' judgement Support for judgement
Study Participation Unclear Appendix 3
Study Attrition
Mortality Yes Appendix 3
Study Attrition
Mechanical ventilation Yes Appendix 3
Prognostic Factor Measurement Unclear Appendix 3
Outcome Measurement
Mortality Yes Appendix 3
Outcome Measurement
Mechanical ventilation Yes Appendix 3
Confounding Bias
Mortality Unclear Appendix 3
Confounding Bias
Mechanical ventilation Unclear Appendix 3
Statistical Analysis Bias Yes Appendix 3