| Literature DB >> 33583739 |
Marco Moretti1, Johan Van Laethem2, Andrea Minini3, Denis Pierard4, Manu L N G Malbrain5.
Abstract
INTRODUCTION: Severe coronavirus 2019 disease (CoViD-19) may lead to respiratory failure and mechanical ventilation. Therefore, ventilator associated pneumonia (VAP) may complicate the course of the disease. The aim of the current article was to investigate possible predictive factors for bacterial VAP on a retrospective manner, in a cohort of mechanically ventilated CoViD-19 patients. Additionally, determinant factors of lethality were analyzed.Entities:
Keywords: Coronavirus 2019 disease; Lung compliance; Multi-drug resistant bacteria; Severe acute respiratory syndrome coronavirus 2; Ventilator-associated pneumonia
Year: 2021 PMID: 33583739 PMCID: PMC7826005 DOI: 10.1016/j.jiac.2021.01.011
Source DB: PubMed Journal: J Infect Chemother ISSN: 1341-321X Impact factor: 2.211
Baseline characteristics of mechanically ventilated CoViD-19 patients; Baseline characteristics of mechanically ventilated patients; BMI: body mass index; CCI: Charlson comorbidity index; ICU: intensive care units; SAPS: Simplified Acute Physiology Score; P/F ratio: oxygen partial pressure to fractional inspired oxygen ratio; ACEI: Angiotensin-converting-enzyme inhibitors; Data are expressed as median and interquartile range for continuous variable and numbers and proportions for categorical variables.
| Parameters | Overall study populationc (n = 39) | Study characteristics considering probable VAP as primary endpoint | ||
|---|---|---|---|---|
| VAP patientsc (n = 21) | Non-VAP affected patients (n = 18) | |||
| Age, year | 62 (55–72) | 62 (58–71) | 64 (52–73) | 0.865 |
| CCI, index | 3 (2–5) | 4 (3–6) | 3 (1–4) | 0.107 |
| BMI, Kg/m2 | 29.0 (26.5–36.5) | 31.0 (37.0–27.0) | 28.0 (25.0–35.0) | 0.237 |
| ICU hospitalization length, days | 22 (10–34) | 29 (21–39) | 10 (7–24) | 0.004 |
| Intubation length, days | 21 (10–31) | 27 (18–34) | 10 (5–24) | 0.008 |
| Apache II, index | 17 (13–25) | 16 (14–28) | 18 (12–24) | 0.715 |
| Apache III, index | 47 (38–66) | 49 (38–70) | 47 (38–64) | 0.895 |
| SAPS 1, index | 9 (7–12) | 10 (7.7–14.0) | 8.5 (6.0–10.0) | 0.056 |
| SAPS 2, index | 28 (20–40) | 28 (21–40) | 27 (18–41) | 0.715 |
| Mean lung compliance, ml/cmH2O | 36.5 (25.1–55.6) | 31.5 (24.0–44.7) | 46.5 (36.9–66.5) | 0.032 |
| Maximal lung compliance, ml/cmH2O | 67.0 (48.0–123.5) | 71.0 (44.0–130.5) | 63.8 (48.3–97.2) | 0.785 |
| Minimal lung compliance, ml/cmH2O | 16.1 (12.0–24.7) | 14.0 (11.0–17.3) | 24.0 (17.5–36.5) | 0.001 |
| Mean P/F ratio | 172 (153–235) | 169 (145–238) | 209 (156–233) | 0.573 |
| Sex, male (%) | 28 (71.8%) | 15 (71.4%) | 13 (72.2%) | 0.725 |
| Active smoker, yes (%) | 3 (7.8%) | 2 (9.5%) | 1 (5.5%) | 1.000 |
| ACEI use, yes (%) | 18 (46.1%) | 13 (61.9%) | 5 (27.8%) | 0.106 |
| Immunosuppressant use, yes (%) | 3 (7.8%) | 3 (14.3%) | 0 (0.0%) | 0.243 |
| Diabetes, yes (%) | 23 (59.0%) | 15 (71.46%) | 8 (44.4%) | 0.209 |
| Chronic respiratory disease, yes (%) | 3 (7.8%) | 2 (9.5%) | 1 (5.5%) | 1.000 |
| Neoplasms, yes (%) | 3 (7.8%) | 3 (14.3%) | 0 (0.0%) | 0.243 |
| Chronic renal disease, yes (%) | 7 (17.9%) | 7 (33.3%) | 0 (0.0%) | 0.120 |
| Case fatality rate, yes (%) | 17 (43.6%) | 11 (52.4%) | 6 (33.3%) | 0.517 |
Fig. 1Study flowchart; CoViD-19: Coronavirus 2019 disease; NHSN: National Healthcare Safety Network; VAC: ventilator associated condition; VAP: ventilator associated pneumonia.
Baseline characteristics of mechanically ventilated CoViD-19 patients affected by probable VAP; Baseline characteristics of CoViD-19 patients affected by probable VAP at diagnosis of VAP; BMI: body mass index; CCI: Charlson comorbidity index; ICU: intensive care unit; VAP: ventilator-associated pneumonia; CRP: C reactive protein; WBC: white blood cells; NLR: neutrophil to lymphocyte ratio; IL-6: interleukin 6; SOFA: Sepsis-related Organ Failure Assessment; SAPS: Simplified Acute Physiology Score; P/F ratio: oxygen partial pressure to fractional inspired oxygen ratio; ECMO: Extracorporeal membrane oxygenation; Data are expressed as median and interquartile range for continuous variable and numbers and proportions for categorical variables.
| Parameters | CoViD-19 patients affected by VAP (n = 21) | Study characteristics considering all-cause mortality as primary endpoint | ||
|---|---|---|---|---|
| Deceased patients (n = 10) | Alive patients (n = 11) | |||
| Age, year | 62 (57–71) | 66 (58–76) | 60 (52–64) | 0.223 |
| CCI, index | 4 (2–6) | 4 (2–6) | 3 (3–6) | 0.705 |
| BMI, Kg/m2 | 30.0 (27.0–37.0) | 29.5 (28.7–34.7) | 33.0 (26.0–39.0) | 0.918 |
| ICU days at VAP diagnosis | 15 (7–20) | 16 (7–22) | 13 (7–20) | 1.000 |
| Mechanical ventilation days at diagnosis | 12 (7–19) | 13 (6–20) | 12 (7–20) | 0.863 |
| CRP, mg/L | 244 (137–373) | 302 (190–385) | 224 (80–248) | 0.132 |
| WBC, 103/μL | 13.0 (7.5–19.5) | 13.0 (6.0–22.7) | 13.0 (9.0–19.0) | 1.000 |
| NLR ratio | 10.0 (7.5–16.5) | 10.5 (7.2–16.2) | 9.0 (7.0–18.0) | 1.000 |
| D-dimers, ng/mL | 3379 (2101–5522) | 3344 (1277–5213) | 4206 (2245–5654) | 0.387 |
| Troponin, mcg/L | 0.060 (0.030–0.093) | 0.082 (0.039–0.163) | 0.060 (0.025–0.078) | 0.132 |
| IL-6, pg/mL | 92 (39–522) | 665 (76–911) | 50 (29–220) | 0.060 |
| Fluid excess, liter | 4.0 (0.0–6.0) | 4.5 (1.0–8.7) | 2.0 (0.0–6.0) | 0.788 |
| SOFA score, score | 7 (4–9) | 8 (8–10) | 6 (3–7) | 0.005 |
| Apache II, score | 16 (14–29) | 16 (16–28) | 16 (13–36) | 0.809 |
| Apache III, score | 48 (37–64) | 45 (34–70) | 48 (44–58) | 0.468 |
| SAPS 1, score | 10 (7–14) | 11 (7–15) | 9 (8–14) | 0.918 |
| SAPS 2, score | 28 (20–36) | 28 (18–40) | 29 (21–36) | 0.705 |
| P/F ratio | 137 (102–162) | 119 (97–142) | 160 (132–217) | 0.051 |
| Lung compliance, ml/cmH2O | 30.5 (23.0–38.5) | 28.0 (21.0–38.0) | 33.0 (27.0–63.0) | 0.383 |
| Sex, male, (%) | 14 (66.7%) | 7 (70.0%) | 7 (63.6%) | 1.000 |
| Diabetes, yes (%) | 14 (66.7%) | 6 (60.0%) | 8 (72.7%) | 0.659 |
| Renal replacement, yes (%) | 9 (42.8%) | 5 (50.0%) | 4 (36.4%) | 0.670 |
| ECMO, yes (%) | 3 (14.3%) | 1 (10.0%) | 2 (18.2%) | 1.000 |
| Multi-resistant drug VAP pathogen, yes (%) | 15 (71.4%) | 7 (70.0%) | 8 (72.7%) | 1.000 |
| Positive blood cultures, yes (%) | 8 (38.1%) | 2 (20.0%) | 6 (54.5%) | 0.138 |
Fig. 2Bacterial pathogens in probable VAP; VAP: ventilator associated pneumonia; spp: species.
Fig. 3Bacterial resistance in probable VAP; MDR: multi-drug resistant; XDR: extreme-drug resistant.
Logistic regression analysis for the prediction of VAP; Logistic regression for prediction of probable VAP; OR: odds ratio; CI: confidence interval; BMI: body mass index; CCI: Charlson comorbidity index; ICU: intensive care units; SAPS: Simplified Acute Physiology Score; P/F ratio: oxygen partial pressure to fractional inspired oxygen ratio; ACEI: Angiotensin-converting-enzyme inhibitors; ‘-’ is used for ‘no observation’ or ‘not applicable’.
| Independent variables | Univariate regression analysis for prediction of probable VAP | Multivariate regression analysis for prediction of probable VAP | ||
|---|---|---|---|---|
| OR (95%CI) | OR (95%CI) | |||
| Age | 1.01 (0.96–1.06) | 0.735 | - | - |
| CCI | 1.33 (0.95–1.85) | 0.970 | - | - |
| BMI | 1.07 (0.96–1.19) | 0.233 | - | - |
| ICU hospitalization length | 1.04 (1.01–1.09) | 0.048 | 1.06 (1.01–1.12) | 0.044 |
| Intubation length | 1.04 (0.99–1.09) | 0.072 | - | - |
| Apache II | 1.03 (0.96–1.10) | 0.424 | - | - |
| Apache III | 1.00 (0.98–1.03) | 0.752 | - | - |
| SAPS 1 | 1.24 (1.01–1.526) | 0.043 | - | - |
| SAPS 2 | 1.01 (0.96–1.05) | 0.701 | - | - |
| Mean lung compliance | 0.972 (0.94–1.01) | 0.106 | - | - |
| Maximal lung compliance | 1.01 (0.99–1.02) | 0.300 | - | - |
| Minimal lung compliance | 0.86 (0.77–0.96) | 0.007 | 0.82 (0.70–0.96) | 0.013 |
| Mean P/F ratio | 0.99 (0.98–1.00) | 0.305 | - | - |
| Sex | 0.66 (0.16–2.77) | 0.570 | - | - |
| Active smoker | 1.60 (0.13–19.28) | 0.711 | - | - |
| ACEI use | 3.47 (0.90–13.31) | 0.070 | - | - |
| Immunosuppressant use | - | - | - | - |
| Diabetes | 2.41 (0.65–8.92) | 0.187 | - | - |
| Chronic respiratory disease | 1.60 (0.13–19.28) | 0.711 | - | - |
| Neoplasms | - | - | - | - |
| Chronic renal disease | - | - | - | - |
Logistic regression analysis for the prediction of lethality; Logistic regression for prediction of lethality within CoViD-19 patients affected by VAP; OR: odds ratio; CI: confidence interval; CCI: Charlson comorbidity index; BMI: body mass index; ICU: intensive care unit; VAP: ventilator-associated pneumonia; CRP: C reactive protein; WBC: white blood cells; ACEI: Angiotensin-converting-enzyme inhibitors; IL-6: interleukin 6; SOFA: Sepsis-related Organ Failure Assessment; SAPS: Simplified Acute Physiology Score; P/F ratio: oxygen partial pressure to fractional inspired oxygen ratio; ECMO: Extracorporeal membrane oxygenation; ‘-’ is used for ‘no observation’ or ‘not applicable’.
| Independent variables | Univariate regression analysis for prediction of lethality | Multivariate regression analysis for prediction of lethality | ||
|---|---|---|---|---|
| OR (95%CI) | OR (95%CI) | |||
| Age | 1.07 (0.97–1.18) | 0.158 | - | - |
| CCI | 1.06 (0.72–1.56) | 0.759 | - | - |
| BMI | 0.96 (0.85–1.08) | 0.502 | - | - |
| ICU days at VAP diagnosis | 0.99 (0.91–1.08) | 0.821 | - | - |
| Mechanical ventilation days at VAP diagnosis | 0.98 (0.90–1.07) | 0.606 | - | - |
| CRP | 1.01 (0.99–1.01) | 0.142 | - | - |
| WBC | 1.00 (0.93–1.08) | 0.988 | - | - |
| D-dimers | 1.00 (1.00–1.00) | 0.998 | - | - |
| Troponin | 1.02 (0.99–1.04) | 0.102 | - | - |
| IL-6 | 1.00 (1.00–1.01) | 0.074 | - | - |
| SOFA score | 1.86 (1.03–3.36) | 0.039 | 2.70 (1.08–6.73) | 0.034 |
| Apache II | 0.98 (0.91–1.05) | 0.573 | - | - |
| Apache III | 0.99 (0.95–1.03) | 0.506 | - | - |
| SAPS 1 | 0.99 (0.84–1.18) | 0.940 | - | - |
| SAPS 2 | 0.99 (0.92–1.06) | 0.754 | - | - |
| P/F ratio | 0.97 (0.94–1.00) | 0.052 | - | - |
| Lung compliance | 0.95 (0.87–1.04) | 0.282 | - | - |
| Fluid excess | 1.14 (0.78–1.67) | 0.489 | - | - |
| Sex | 1.33 (0.21–8.29) | 0.758 | - | - |
| Diabetes | 0.56 (0.09–3.52) | 0.538 | - | - |
| Renal replacement | 1.75 (0.31–10.02) | 0.530 | - | - |
| ECMO | 0.50 (0.04–6.55) | 0.597 | - | - |
| Multi-resistant drug VAP pathogen | 0.87 (0.13–5.82) | 0.890 | - | - |
| Positive blood cultures | 0.21 (0.03–1.47) | 0.115 | - | - |