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Table 2 Logistic regression analysis to assess the relationship between demographic, clinical characteristics and the need to start oxygen therapy (n = 1145)

From: New score to predict COVID-19 progression in vaccine and early treatment era: the COVID-19 Sardinian Progression Score (CSPS)

Variables

Univariate analysis

Multivariate analysis

OR (95% CI)

p-value

OR (95% CI)

p-value

Males

1.12 (0.86–1.44)

0.404

–

–

Age groups ≥ 60 yearsa

2.49 (1.73–3.58)

 < 0.0001

2.86 (1.52–5.37)

0.001

Comorbidity

    

Weight, kg

1.00 (0.99–1.01)

0.298

–

–

BMI > 30 kg/m2

1.28 (0.96–1.73)

0.098

–

–

Chronic renal failure, yes

1.14 (0.82–1.61)

0.437

–

–

Dialysis, yes

1.46 (0.63–3.36)

0.378

–

–

Immunodeficit, yes

1.24 (0.87–1.78)

0.240

–

–

Transplant recipients, yes

1.70 (0.64–4.50)

0.286

–

–

Rheumatological disease, yes

1.16 (0.67–2.00)

0.605

–

–

Decompensated diabetes, yesa

1.81 (1.31–2.52)

 < 0.001

1.40 (0.84–2.32)

0.198

Diabetes, yes

1.16 (0.86–1.57)

0.343

–

–

Chronic liver disease, yes

1.41 (0.84–23.36)

0.199

–

–

COPD, yesa

1.66 (1.22–2.26)

0.001

1.69 (1.03–2.78)

0.038

Hemoglobinopathies, yes

0.60 (0.07–5.40)

0.649

–

–

Neurodevelopmental/neurodegenerative diseases, yes

1.62 (1.23–2.13)

0.001

–

–

Dementia, yesa

2.07 (1.49–2.88)

 < 0.0001

2.17 (1.32–3.56)

0.002

Chromosopathies/hypoxia, yes

2.43 (0.60–9.75)

0.212

–

–

Neuromuscular disease, yes

0.77 (0.34–1.71)

0.515

–

–

Cerebrovascular events, yes

1.30 (0.89–1.90)

0.178

–

–

Oncological disease, yesa

0.63 (0.43–0.93)

0.019

0.93 (0.51–1.72)

0.822

Metastasis, yes

1.00 (0.56–1.78)

0.995

–

–

Terminal cancer, yes

5.82 (2.22–15.27)

 < 0.0001

–

–

Hematological tumors, yesa

1.52 (0.92–2.50)

0.099

3.01 (1.41–6.543)

0.004

Solid tumors in chemotherapy, yes

0.64 (0.28–1.49)

0.302

–

–

Hematological tumors in chemotherapy, yes

1.47 (0.81–2.68)

0.207

–

–

Cardiovascular diseases, yes

1.40 (1.08–1.81)

0.012

–

–

Heart failure, yesa

1.47 (1.13–1.92)

0.005

1.55 (1.01–2.38)

0.046

Previous acute myocardial infarction, yes

1.11 (0.76–1.62)

0.579

–

–

Hypertension, yes

1.54 (1.19–1.99)

0.001

–

–

Number of comorbidities, yes

1.22 (1.12–1.34)

 < 0.001

–

–

CCI, yes

1.11 (1.06–1.16)

 < 0.001

–

–

Vaccine 0–1 dosesa

4.28 (3.17–5.78)

 < 0.001

3.46 (2.19–5.49)

 < 0.001

Symptoms

3.99 (2.49–6.40)

 < 0.001

–

–

Fever, yesa

2.16 (1.67–2.80)

 < 0.001

2.60 (1.75–3.88)

 < 0.001

Cough, yes

1.80 (1.39–2.33)

 < 0.001

–

–

Tachypnea, yes

4.88 (2.40–9.93)

 < 0.001

–

–

Ageusia, yes

0.74 (0.24–2.28)

0.597

–

–

Pharyngodynia, yes

0.50 (0.33–0.76)

0.001

–

–

Chills, yes

0.50 (0.22–1.14)

0.100

–

–

Asthenia, yes

0.99 (0.76–1.30)

0.966

–

–

Headache, yes

0.83 (0.55–1.26)

0.378

–

–

Myalgias, yes

0.88 (0.62–1.25)

0.480

–

–

Gastrointestinal symptoms, yes

1.03 (0.72–1.47)

0.881

–

–

Dyspnoea, yesa

7.90 (5.86–10.65)

 < 0.001

5.04 (3.24–7.83)

 < 0.001

Nasal congestion, yes

0.19 (0.07–0.52)

0.001

–

–

Anosmia, yes

1.21 (0.48–3.02)

0.686

–

–

Radiological findings

  

–

–

CT pneumonia, yes

10.21 (7.58–13.77)

 < 0.0001

–

–

GGO, yesa

7.67 (5.78–10.19)

 < 0.0001

3.52 (2.33–5.32)

 < 0.001

Consolidation, yesa

7.27 (5.30–9.98)

 < 0.0001

2.67 (1.66–4.29)

 < 0.001

Pulmonary Embolism, yes

1.83 (0.76–4.38)

0.176

–

–

Biochemical indexes

    

WBC (× 103) ≥ 11a

2.10 (1.50–2.95)

 < 0.0001

1.35 (0.79–2.31)

0.271

Neutrophils

1.01 (0.99–1.03)

0.161

–

–

Lymphocytes

1.04 (0.99–1.09)

0.115

–

–

NLR

1.01 (0.99–1.03)

0.095

–

–

Ferritin

1.00 (1.00–1.00)

 < 0.001

–

–

Ferritin > 336 ng/mL in male and > 307 ng/mL in femalea

3.75 (2.87–4.89)

 < 0.001

3.24 (2.16–4.85)

 < 0.001

PCT

1.01 (0.99–1.03)

0.317

–

–

PCT > 0.5 ng/mLa

2.45 (1.76–3.40)

 < 0.001

1.03 (0.61–1.73)

0.914

Urea

1.01 (1.01–1.01)

 < 0.001

–

–

Creatinine

1.01 (0.97–1.05)

0.713

–

–

eGFR ≥ 67.4 mL/min/1.73m2a

0.50 (0.38–0.65)

 < 0.001

0.75 (0.49–1.15)

0.186

AST

1.00 (1.00–1.01)

0.004

–

–

ALT

1.00 (1.00–1.00)

0.093

–

–

De Ritis ≥ 1.2a

1.92 (1.48–2.50)

 < 0.0001

1.60 (1.07–2.39)

0.022

LDH

1.00 (1.00–1.01)

 < 0.001

–

–

LDH > 333 UI/La

3.37 (2.39–4.74)

 < 0.001

1.79 (1.01–3.18)

0.048

CRP

1.00 (0.99–1.00)

0.785

–

–

D-Dimer ≥ 1a

2.21 (1.70–2.88)

 < 0.001

1.27 (0.86–1.90)

0.234

Therapy

    

Early treatment, yes

0.71 (0.36–1.38)

0.307

–

–

Exposure to antiviral

0.16 (0.11–0.23)

 < 0.001

–

–

Exposure to Monlupiravir, yes

0.15 (0.09–0.24)

 < 0.001

–

–

Exposure to Nirmatrelvir/ritonavir

0.19 (0.06–0.63)

0.007

–

–

Exposure to Remdesivir

0.39 (0.23–0.67)

0.001

–

–

Not therapy with antiviral or monoclonal antibodies treatmenta

7.13 (5.12–9.93)

 < 0.001

11.07 (6.99–17.54)

 < 0.001

Exposure to Casirivimab/Imdevimab

0.47 (0.28–0.79)

0.004

–

–

Exposure to Sotrovimab

0.22 (0.12–0.40)

 < 0.001

–

–

Hospital infection, yes

0.66 (0.49–0.90)

0.008

–

–

Bacterial co-infection, yesa

2.17 (1.49–3.15)

 < 0.001

1.55 (0.88–2.74)

0.131

  1. Hosmer–Lemeshow p-value = 0.36
  2. aVariables included in the multivariate analysis