| Literature DB >> 36014055 |
Matteo Guarino1, Benedetta Perna1, Francesca Cuoghi1, Michele Domenico Spampinato1, Alice Eleonora Cesaro1, Francesca Manza1, Adriana Pretula1, Anastasio Grilli2, Martina Maritati2, Giacomo Caio1, Aldo Carnevale1, Maria Elena Flacco3, Roberto De Giorgio1, Carlo Contini2.
Abstract
Background: Since 2019, the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic (COVID-19) has caused millions of deaths worldwide and is the second most serious pandemic after the Spanish flu. Despite SARS-CoV-2 infection having a dominant effect on morbidity and life-threatening outcomes, the role of bacterial co-infection in patients with COVID-19 is poorly understood. The present study aimed to verify the existence of bacterial co-infections and their possible role as cofactors worsening COVID-19-related clinical manifestations.Entities:
Keywords: COVID-19; Chlamydia pneumoniae; Mycoplasma pneumoniae; co-infections; in-hospital mortality
Year: 2022 PMID: 36014055 PMCID: PMC9412488 DOI: 10.3390/microorganisms10081636
Source DB: PubMed Journal: Microorganisms ISSN: 2076-2607
Selected characteristics and outcomes of the sample according to infection status: (a) SARS-CoV-2 infection only; (b) SARS-CoV-2 and MP co-infection; and (c) SARS-CoV-2 and CP co-infection.
| SARS-CoV-2 | MP | CP | ||
|---|---|---|---|---|
| Variables | ( | ( | ( | |
| Male gender, % | 51.0 | 46.9 | 63.2 | |
| Mean age (SD) | 66.7 (18.1) | 65.1 (19.2) | 71.6 (12.6) | |
| Median Charlson index at admission (IQR) | 1.0 (3.0) | 1.0 (2.0) | 0.0 (2.0) | |
| - % patients with score ≥ 2 | 33.5 | 12.5 | 5.3 | A,B |
| - % patients with score ≥ 5 | 8.3 | 6.3 | 0.0 | |
| Obesity, % | 11.9 | 12.5 | 10.5 | |
| Hypertension, % | 49.5 | 34.4 | 57.9 | |
| Steatosis, % | 3.4 | 3.2 | 0.0 | |
| Viral hepatitis, % | 1.6 | 6.3 | 0.0 | |
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| WBC/24 hrs after admission, ×103/µL | 7.77 (8.10) | 8.02 (5.10) | 6.89 (3.15) | |
| Haemoglobin, g/dL | 12.9 (2.3) | 12.5 (2.2) | 12.7 (2.3) | |
| PLT, ×103/µL | 199 (87) | 225 (103) | 238 (57) | |
| Neutrophils, ×103/µL | 5.47 (3.64) | 6.76 (5.38) | 4.48 (2.15) | |
| Lymphocytes, ×103/µL | 1.36 (3.11) | 1.23(0.68) | 1.16 (0.61) | |
| Monocytes, ×103/µL | 0.90 (4.91) | 0.52 (0.33) | 0.55 (0.39) | |
| PT, mL/min | 1.12 (0.39) | 1.09 (0.11) | 1.10 (0.19) | |
| Fibrinogen, mg/dL | 542 (157) | 590 (183) | 632 (143) | B |
| APTT, mL/min | 1.01 (0.18) | 1.02 (0.11) | 1.03 (0.18) | |
| Creatinine, mg/dL | 1.27 (1.18) | 0.99 (0.26) | 1.02 (0.46) | |
| Urea, mg/dL | 56.9 (47.2) | 49.5 (54.0) | 57.5 (31.0) | |
| Bilirubin tot, mg/dL | 0.67 (0.33) | 0.81 (0.70) | 0.57 (0.11) | |
| Bilirubin dir, mg/dL | 0.19 (0.13) | 0.25 (0.17) | 0.16 (0.06) | |
| Na, mmol/L | 137 (5.12) | 137 (5.22) | 138 (5.58) | |
| K, mmol/L | 3.93 (0.61) | 3.82 (0.45) | 4.22 (0.32) | |
| D-dimer, mg/L | 1.96 (3.98) | 2.27 (3.57) | 4.21 (8.55) | |
| Lactate, mmol/L | 1.21 (0.71) | 1.03 (0.41) | 0.83 (0.31) | |
| LDH, U/L | 326 (146) | 366 (142) | 349 (132) | |
| CRP, mg/dL | 11.3 (44.5) | 8.07 (7.54) | 9.38 (7.56) | |
| CPK, U/L | 235 (617) | 166 (189) | 132 (128) | |
| Procalcitonin, ng/mL | 1.75 (5.47) | 1.21 (2.28) | 0.36 (0.60) | |
| pO2, mmHg | 76.8 (27.7) | 66.6 (13.3) | 61.2 (15.0) | B |
| pCO2, mmHg | 33.5 (6.11) | 31.9 (3.2) | 32.0 (6.4) | |
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| Pneumonia, % | 29.9 | 25.8 | 36.8 | |
| Median RSNA category (IQR) | 3.0 (1.0) | 3.0 (0.0) | 3.0 (0.0) | |
| - % patients with score = 3 | 64.4 | 76.9 | 88.2 | |
| Median CO-RADS category (IQR) | 5.0 (2.0) | 5.0 (0.0) | 5.0 (0.0) | |
| - % patients with score = 5 | 62.0 | 76.9 | 88.2 | B |
| Median extent (IQR) | 2.0 (1.0) | 1.0 (2.0) | 2.0 (1.0) | |
| - % patients with score ≥ 3 | 31.3 | 42.3 | 47.0 | |
| Median consolidation (IQR) | 1.0 (1.0) | 1.0 (1.0) | 1.0 (1.0) | |
| - % patients with score ≥ 3 | 1.8 | 3.9 | 5.9 | |
| Median ground-glass opacity (IQR) | 1.0 (1.0) | 1.0 (1.0) | 1.0 (2.0) | |
| - % patients with score ≥ 3 | 1.8 | 9.3 | 11.9 | B |
| Median crazy paving (IQR) | 0.0 (1.0) | 1.0 (1.0) | 1.0 (1.0) | |
| - % patients with score ≥ 3 | 6.7 | 11.5 | 5.9 | |
| Tree in bud ≥ 2, % | 1.8 | 3.9 | 0.0 | |
| Pleural effusion (mono/bilateral), % | 18.4 | 3.9 | 5.9 | |
| Pericardial effusion, % | 1.8 | 0.0 | 0.0 | |
| Lymph node enlargement, % | 17.2 | 15.4 | 29.4 | |
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| 1-week mortality, % | 7.3 | 3.1 | 5.3 | |
| 30-day mortality, % | 19.2 | 12.5 | 5.3 | |
| Intra-hospital mortality, % | 25.9 | 15.6 | 21.0 | |
| Mean LOS (SD) | 16.3 (18.5) | 14.0 (16.2) | 15.1 (10.4) | |
| ICU admission, % | 10.8 | 12.9 | 15.8 |
Legend. SD: standard deviation; IQR: interquartile range; WBC: white blood cells; PLT: platelets; PT: prothrombin time; APTT: activated partial thromboplastin time; CPK: creatine phosphokinase; LDH: lactate dehydrogenase; CRP: C-reactive protein; CT: computed tomography; RSNA: Radiological Society of North America; CO-RADS: COVID-19 Reporting and Data System score; ICU: intensive care unit; LOS: length of stay. * All values are means (SD) when not otherwise reported. A: p < 0.05 for comparisons between patients with SARS-CoV-2 infections only and patients with mycoplasma co-infections; B: p < 0.05 for comparisons between patients with SARS-CoV-2 infections only and patients with chlamydia co-infections. ** Chi-square test for categorical values; t-test and Kruskal–Wallis test for normally distributed and non-normally distributed continuous variables, respectively.
Univariate and multivariate analysis evaluating the potential predictors of each outcome in subjects with SARS-CoV-2 and (a) MP co-infection or (b) CP co-infection vs. subjects with SARS-CoV-2 infection only.
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| - Co-infection (vs. SARS-CoV-2 infection only) | 0.41 (0.05–3.25) | 0.4 | 0.92 (0.10–8.22) | 0.9 |
| - Age, 1-year increase | -- | -- | 1.04 (0.99–1.09) | 0.08 |
| - Male gender | -- | -- | 0.48 (0.14–1.65) | 0.2 |
| - Charlson index > 2 (vs. ≤ 2) | -- | -- | 2.39 (0.68–8.34) | 0.2 |
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| - Co-infection (vs. SARS-CoV-2 infection only) | 0.60 (0.20–1.82) | 0.4 | 0.92 (0.23–3.65) | 0.9 |
| - Age, 1-year increase | -- | -- | 1.05 (1.02–1.08) | 0.001 |
| - Male gender | -- | -- | 1.16 (0.54–2.51) | 0.7 |
| - Charlson index > 2 (vs. ≤ 2) | -- | -- | 1.86 (0.83–4.17) | 0.13 |
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| - Co-infection (vs. SARS-CoV-2 infection only) | 0.53 (0.19–1.44) | 0.2 | 0.93 (0.26–3.34) | 0.9 |
| - Age, 1-year increase | -- | -- | 1.05 (1.03–1.08) | <0.001 |
| - Male gender | -- | -- | 1.01 (0.49–2.05) | 0.9 |
| - Charlson index > 2 (vs. ≤ 2) | -- | -- | 2.29 (1.09–4.83) | 0.03 |
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| - Co-infection (vs. SARS-CoV-2 infection only) | 1.22 (0.39–3.83) | 0.7 | 0.87 (0.18–4.20) | 0.9 |
| - Age, 1-year increase | -- | -- | 0.02(0.99–1.05) | 0.9 |
| - Male gender | -- | -- | 3.96 (1.37–11.5) | 0.011 |
| - Charlson index > 2 (vs. ≤ 2) | -- | -- | 0.24 (0.06–0.93) | 0.04 |
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| - Co-infection (vs. SARS-CoV-2 infection only) | 0.71 (0.09–5.72) | 0.7 | 1.16 (0.13–10.4) | 0.9 |
| - Age, 1-year increase | -- | -- | 1.06 (1.02–1.11) | 0.007 |
| - Male gender | -- | -- | -- | -- |
| - Charlson index > 2 (vs. ≤2) | -- | -- | -- | -- |
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| - Co-infection vs. SARS-CoV-2 infection only | 0.23 (0.03–1.81) | 0.2 | 0.25 (0.03–2.09) | 0.2 |
| - Age, 1-year increase | -- | -- | 1.06 (1.03–1.09) | <0.001 |
| - Male gender | -- | -- | -- | -- |
| - Charlson index > 2 (vs. ≤2) | -- | -- | -- | -- |
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| - Co-infection vs. SARS-CoV-2 infection only | 0.76 (0.24–2.41) | 0.6 | 1.03 (0.28–3.81) | 0.9 |
| - Age, 1-year increase | -- | -- | 1.07 (1.05–1.10) | <0.001 |
| - Male gender | -- | -- | -- | -- |
| - Charlson index > 2 (vs. ≤2) | -- | -- | -- | -- |
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| 0.54 (0.41–5.74) | 0.5 | 1.20 (0.24–5.95) | 0.8 |
| - Co-infection vs. SARS-CoV-2 infection only | -- | -- | 1.1 (0.98–1.03) | 0.9 |
| - Age, 1-year increase | -- | -- | -- | -- |
| - Male gender | -- | -- | -- | -- |
| - Charlson index > 2 (vs. ≤2) | ||||
OR: odds ratio; CI: confidence interval; ICU: intensive care unit.
Selected characteristics and outcomes of the sample according to infection status: (a) SARS-CoV-2 infection only; and (b) SARS-CoV-2 with CP and/or MP co-infection.
| SARS-CoV-2 | CP and/or MP | ||
|---|---|---|---|
| Variables | ( | ( | |
| Male gender, % | 51.0 | 52.9 | 0.8 |
| Mean age (SD) | 66.7 (18.1) | 67.8 (17.0) | 0.7 |
| Median Charlson index at admission (IQR) | 1.0 (3.0) | 1.0 (2.0) | 0.011 |
| - % of patients with score ≥ 2 | 33.5 | 9.8 | 0.001 |
| - % of patients with score ≥ 5 | 8.3 | 3.9 | 0.3 |
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| PLT, ×103/µL | 199 (87) | 230 (125) | 0.046 |
| CRP, mg/dL | 11.3 (44.5) | 8.83 (7.37) | 0.8 |
| D-dimer, mg/L | 1.96 (3.97) | 2.98 (5.87) | 0.8 |
| Lactate, mmol/L | 1.21 (0.72) | 0.91 (0.36) | 0.10 |
| LDH, U/L | 326 (146) | 359 (137) | 0.07 |
| CPK, U/L | 236 (617) | 153 (166) | 0.8 |
| Procalcitonin, ng/mL | 1.75 (5.48) | 0.81 (1.71) | 0.13 |
| pO2, mmHg | 76.8 (27.8) | 64.5 (13.9) | 0.02 |
| pCO2, mmHg | 33.5 (6.11) | 31.9 (4.6) | 0.2 |
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| Pneumonia, % | 29.9 | 30.0 | 0.9 |
| Median RSNA category (IQR) | 3.0 (1.0) | 3.0 (1.0) | 0.9 |
| - % patients with score = 3 | 64.4 | 81.4 | 0.15 |
| Median CO-RADS category (IQR) | 5.0 (2.0) | 5.0 (1.0) | 0.8 |
| - % patients with score = 5 | 62.0 | 81.4 | 0.14 |
| Median extent (IQR) | 2.0 (2.0) | 2.0 (2.0) | 0.8 |
| - % patients with score ≥ 3 | 31.3 | 44.2 | 0.11 |
| Median consolidation (IQR) | 1.0 (1.0) | 1.0 (1.0) | 0.9 |
| - % patients with score ≥ 3 | 1.8 | 4.7 | 0.6 |
| Median ground-glass opacity (IQR) | 1.0 (1.0) | 1.0 (2.0) | 0.8 |
| - % patients with score ≥ 3 | 6.8 | 11.6 | 0.3 |
| Median crazy paving (IQR) | 0.0 (1.0) | 1.0 (1.0) | 0.9 |
| - % patients with score ≥ 3 | 6.8 | 9.3 | 0.6 |
| Tree in bud ≥ 2, % | 1.8 | 2.3 | 0.8 |
| Pleural effusion (mono/bilateral), % | 18.4 | 7.0 | 0.2 |
| Pericardial effusion, % | 1.2 | 0.0 | -- |
| Lymph node enlargement, % | 17.2 | 20.9 | 0.6 |
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| 1-week mortality, % | 7.3 | 3.9 | 0.4 |
| 30-days mortality, % | 19.2 | 9.8 | 0.2 |
| Intra-hospital mortality, % | 25.9 | 17.7 | 0.2 |
| Mean LOS (SD) | 16.3 (18.5) | 15.4 (14.2) | 0.5 |
| ICU admission, % | 10.8 | 14.0 | 0.5 |
SD: standard deviation; IQR: interquartile range; PLT: platelets; CRP: C-reactive protein; pO2: partial pressure of oxygen; pCO2: partial pressure of carbon dioxide; CT: computed tomography; RSNA: Radiological Society of North America; CO-RADS: COVID-19 Reporting and Data System score; ICU: intensive care unit; LOS: length of stay. * All values are means (SD) when not otherwise reported. ** Chi-square test for categorical values; t-test and Kruskal–Wallis test for normally and non-normally distributed continuous variables, respectively.
Univariate and multivariate analysis evaluating the potential predictors of each outcome in subjects with SARS-CoV-2 and both co-infections vs. SARS-CoV-2 infection alone.
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| Crude OR |
| Adjusted OR |
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| - Co-infection vs. SARS-CoV-2 infection only | 0.52 (0.11–2.37) | 0.4 | 1.12 (0.21–5.86) | 0.9 |
| - Age, 1-year increase | -- | -- | 1.06 (1.01–1.11) | 0.025 |
| - Male gender | -- | -- | 0.60 (0.19–1.91) | 0.4 |
| - Charlson index > 2 (vs. ≤2) | -- | -- | 2.04 (0.62–6.75) | 0.2 |
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| - Co-infection vs. SARS-CoV-2 infection only | 0.46 (0.17–1.23) | 0.12 | 0.65 (0.20–2.13) | 0.5 |
| - Age, 1-year increase | -- | -- | 1.05 (1.02–1.08) | 0.002 |
| - Male gender | -- | -- | 1.16 (0.55–2.44) | 0.7 |
| - Charlson index > 2 (vs. ≤2) | -- | -- | 1.95 (0.88–4.32) | 0.10 |
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| - Co-infection vs. SARS-CoV-2 infection only | 0.61 (0.28–1.34) | 0.2 | 1.11 (0.42–2.90) | 0.8 |
| - Age, 1-year increase | -- | -- | 1.06 (1.03–1.08) | <0.001 |
| - Male gender | -- | -- | 1.03 (0.52–2.05) | 0.9 |
| - Charlson index > 2 (vs. ≤2) | -- | -- | 2.16 (1.04–4.45) | 0.04 |
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| - Co-infection vs. SARS-CoV-2 infection only | 1.34 (0.54–3.36) | 0.5 | 0.85 (0.26–2.80) | 0.8 |
| - Age, 1-year increase | -- | -- | 1.01 (0.99–1.04) | 0.3 |
| - Male gender | -- | -- | 3.22 (1.20–8.59) | 0.020 |
| - Charlson index >2 (vs. ≤2) | -- | -- | 0.24 (0.06–0.94) | 0.04 |
OR: odds ratio; CI: confidence interval; ICU: intensive care unit.