| Literature DB >> 31266972 |
Pei-Ku Chen1,2, Chun-Che Shih2,3, Fang-Chi Lin1,2, Diahn-Warng Perng1,2, Kun-Ta Chou1,2, Yu Ru Kou4,5, Hsin-Kuo Ko6,7.
Abstract
This retrospective, observational cohort study aimed to determine the independent risk factors and impact of prolonged non-invasive positive pressure ventilation (NIPPV) after extubation among patients in the intensive care unit following cardiac surgery. Patients who received prophylactic NIPPV after extubation were categorized into prolonged (NIPPV duration >3 days, n = 83) and non-prolonged groups (NIPPV duration ≤3 days, n = 105). The perioperative characteristics and hospital outcomes were recorded. The multivariate analyses identified the preoperative residual volume/total lung capacity (RV/TLC) ratio (adjusted odds ratio [AOR]: 1.10; 95% CI:1.01-1.19, p = 0.022) and postoperative acute kidney injury (AKI) with Kidney Disease Improving Global Outcomes (KDIGO) stage 2-3, 48 h after surgery (AOR: 3.87; 95% CI:1.21-12.37, p = 0.023) as independent predictors of prolonged NIPPV. Patients with both RV/TLC ratio > 46.5% and KDIGO stage 2-3 showed a highly increased risk of prolonged NIPPV (HR 27.17, p = 0.010), which was in turn associated with higher risk of postoperative complications and prolonged ICU and hospital stays. Preoperative RV/TLC ratio and postoperative AKI could identify patients at higher risk for prolonged NIPPV associated with poor outcomes. These findings may allow early recognition of patients who are at a higher risk for prolonged NIPPV, and help refine the perioperative management and critical care.Entities:
Mesh:
Year: 2019 PMID: 31266972 PMCID: PMC6606632 DOI: 10.1038/s41598-019-45881-x
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Study flowchart.
Baseline demographic characteristics of the study patients.
| Variable | All (n = 188) | Prolonged NIPPV (n = 83) | Non-prolonged NIPPV (n = 105) |
|
|---|---|---|---|---|
| Age (y) | 63 (52–72) | 66 (51–73) | 60 (53–69) | 0.109 |
| Male | 126 (67.0) | 54 (65.1) | 72 (68.6) | 0.611 |
| BMI (kg/m2) | 24.5 (22.3–27.2) | 24.0 (22.3–28.8) | 24.7 (22.4–27.5) | 0.522 |
| Smoking | 64 (34.2) | 25 (30.5) | 39 (37.1) | 0.341 |
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| ||||
| Vascular disease | 37 (19.7) | 19 (22.9) | 18 (17.1) | 0.325 |
| Pulmonary disease | 13 (6.9) | 4 (4.8) | 9 (8.6) | 0.393 |
| Cancer | 14 (7.4) | 6 (7.2) | 8 (7.6) | 0.919 |
| hypertension | 109 (57.9) | 44 (53.0) | 65 (61.9) | 0.220 |
| CHF | 37 (19.7) | 16 (19.3) | 21 (20.0) | 0.901 |
| Pulmonary HTN | 15 (8.0) | 4 (4.8) | 11 (10.5) | 0.184 |
| Diabetes mellitus | 66 (35.1) | 32 (38.6) | 34 (32.4) | 0.379 |
| CKD | 28 (14.9) | 17 (20.5) | 11 (10.5) | 0.065 |
| FEV1 (% pred) | 79.3 ± 21.7 | 70.0 ± 22.5 | 84.7 ± 19.5 | <0.001 |
| FVC (% pred) | 76.1 ± 20.1 | 67.0 ± 20.8 | 81.3 ± 17.8 | <0.001 |
| FEV1/FVC (%) | 79.5 ± 8.7 | 79.7 ± 8.4 | 79.5 ± 9.0 | 0.890 |
| RV (% pred) | 111.2 ± 20.6 | 115.5 ± 25.0 | 108.8 ± 17.4 | 0.073 |
| TLC (% pred) | 89.2 ± 14.4 | 84.9 ± 15.7 | 91.5 ± 13.1 | 0.010 |
| RV/TLC (%) | 44.5 ± 9.6 | 49.2 ± 10.3 | 41.8 ± 8.2 | <0.001 |
| IC (% pred) | 78.5 ± 20.2 | 69.6 ± 20 | 83.4 ± 18.6 | <0.001 |
| DLCO (%pred) (n = 114) | 57.3 ± 16.3 | 51.6 ± 15.5 | 60.4 ± 16.0 | 0.005 |
| DLCO/VA(%pred) | 74.6 ± 16.9 | 73.3 ± 15.9 | 75.3 ± 17.5 | 0.538 |
| LVEF | 56 (50–61) | 54 (48–59) | 58 (53–61) | 0.017 |
| RVSP | 39 (29–56) | 43 (33–58) | 37 (28–55) | 0.105 |
| Diastolic HF | 71 (48.3) | 30 (52.6) | 41 (45.6) | 0.403 |
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| Hemoglobin (g/dl) | 12.5 (10.8–13.7) | 11.8 (10.2–13.6) | 12.8 (11.3–13.8) | 0.025 |
| Creatinine (mg/dl) | 1.04 (0.83–1.41) | 1.19 (0.85–1.89) | 1.00 (0.82–1.23) | 0.008 |
| Albumin (g/dl) | 3.7 (3.2–4.0) | 3.5 (3.1–3.9) | 3.8 (3.4–4.1) | 0.002 |
Data are reported as mean ± SD or median (interquartile range) or number (%).
CHF = congestive heart failure, HTN = hypertension, CKD = chronic kidney disease, FEV1 = forced expiratory volume in one second, FVC = forced vital capacity, RV = residual volume, TLC = total lung capacity, IC = inspiratory capacity, DLCO = diffusing capacity of the lung for carbon monoxide, VA = vital capacity, LVEF = left ventricular ejection fraction, RVSP = right ventricular systolic pressure.
Procedural and postoperative characteristics of the study patients.
| Variable | All (n = 188) | Prolonged NIPPV (n = 83) | Non-prolonged NIPPV (n = 105) |
|
|---|---|---|---|---|
| APACHE II on ICU admission | 28.2 ± 4.7 | 29.5 ± 5.1 | 27.3 ± 4.2 | 0.001 |
| Combined surgery | 51 (27.1) | 25 (30.1) | 26 (24.8) | 0.412 |
| Operation time (mins) | 310 (240–385) | 300 (230–390) | 325 (240–385) | 0.612 |
| Bypass times (mins) | 144 (110–223) | 148 (111–230) | 141 (110–214) | 0.768 |
| Aortic clamp times (mins) | 95 (70–146) | 84 (61–156) | 99 (71–138) | 0.524 |
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| PaO2/FiO2 | 275 ± 131 | 283 ± 141 | 268 ± 123 | 0.419 |
| pH | 7.32 ± 0.08 | 7.33 ± 0.09 | 7.31 ± 0.07 | 0.178 |
| PaCO2 | 44.2 ± 23.0 | 42.6 ± 8.5 | 45.4 ± 29.9 | 0.398 |
| HCO3 | 22.3 ± 3.4 | 22.8 ± 3.7 | 21.9 ± 3.2 | 0.090 |
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| KDIGO stage 1 | 60 (31.3) | 26 (31.7) | 34 (32.4) | 0.516 |
| KDIGO stage 2–3 | 35 (18.7) | 21 (25.6) | 14 (13.3) | 0.033 |
| Operative procedure-related complications | 27 (14.4) | 17 (20.5) | 10 (9.5) | 0.033 |
| RSBI (n = 141) | 61.3 ± 30.1 | 65.3 ± 31.7 | 57.6 ± 28.3 | 0.129 |
| Duration of IMV (day) | 1 (0–5) | 2 (1–12) | 1 (0–2) | <0.001 |
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| ||||
| pH | 7.42 ± 0.06 | 7.42 ± 0.06 | 7.42 ± 0.06 | 0.888 |
| PaCO2 | 38.13 ± 6.1 | 38.65 ± 6.4 | 37.61 ± 5.9 | 0.278 |
| HCO3 | 24.66 ± 4.2 | 24.97 ± 4.3 | 24.3 ± 4.0 | 0.330 |
| Postoperative complications | 56 (29.8) | 39 (47.0) | 17 (16.2) | <0.001 |
| Pneumonia | 31 (16.5) | 23 (27.7) | 8 (7.6) | <0.001 |
| Arrhythmia | 8 (4.3) | 7 (8.4) | 1 (1.0) | 0.023 |
| GI bleeding | 5 (2.7) | 5 (6.0) | 0 (0) | 0.016 |
| stroke | 13 (6.9) | 11 (13.3) | 2 (1.9) | 0.003 |
| Ischemic bowel | 4 (2.1) | 2 (2.4) | 2 (1.9) | 1 |
| Reintubation | 17 (9.0) | 11 (7.5) | 6 (5.7) | 0.073 |
| ICU stay (day) | 4 (2–10) | 8 (4–21) | 3 (2–5) | <0.001 |
| Hospital stay (day) | 21 (15–38) | 32 (21–53) | 17 (12–23) | <0.001 |
| Hospital mortality | 11 (5.9) | 7 (8.4) | 4 (3.8) | 0.219 |
Data are reported as mean ± SD or median (interquartile range) or number (%).
APACHE II = Acute physiology and chronic health evaluation II, ICU = intensive care medicine, ABG = arterial blood gas, KDIGO = Kidney disease- Improving global outcomes, AKI = Acute kidney injury, RSBI = Rapid shallow breathing index, IMV = Invasive mechanical ventilation, GI bleeding = Gastrointestinal bleeding.
Univariate and multivariate logistic regression analysis of risk factors for the prolonged noninvasive positive pressure ventilation in the study patients (n = 188).
| Variable | Univariate | Simplified model using backward elimination methoda | Fully adjusted model adding important confoundersb | |||
|---|---|---|---|---|---|---|
| OR (95%CI) |
| AOR (95% CI) |
| AOR (95%CI) |
| |
| Age | 1.02 (1.00–1.04) | 0.134 | _ | 1.00 (0.95–1.04) | 0.815 | |
| Sex | 0.85 (0.46–1.57) | 0.611 | _ | 0.86 (0.28–2.59) | 0.784 | |
| BMI | 0.99 (0.94–1.05) | 0.801 | 0.88 (0.78–0.99) | 0.039 | 0.89 (0.78–1.01) | 0.070 |
| APACHE II | 1.11 (1.04–1.19) | 0.002 | _ | 1.02 (0.88–1.19) | 0.775 | |
| Duration of IMV | 1.14 (1.07–1.21) | <0.001 | 1.10 (1.02–1.19) | 0.019 | 1.08 (0.99–1.18) | 0.072 |
| FEV1%pred | 0.97 (0.95–0.98) | <0.001 | _ | - | ||
| FVC %pred | 0.96 (0.94–0.98) | <0.001 | _ | - | ||
| TLC %pred | 0.97 (0.94–0.99) | 0.012 | _ | |||
| RV/TLC (%) | 1.09 (1.05–1.14) | <0.001 | 1.08 (1.04–1.13) | <0.001 | 1.10 (1.01–1.19) | 0.022 |
| IC %pred | 0.96 (0.94–0.98) | <0.001 | _ | |||
| DLCO %pred | 0.97 (0.94–0.99) | 0.007 | _ | 0.99 (0.95–1.03) | 0.575 | |
| Hemoglobin | 0.85 (0.74–0.98) | 0.024 | _ | 1.00 (0.75–1.34) | 0.993 | |
| KDIGO stage 2–3 | 2.24 (1.06–4.74) | 0.035 | 4.19 (1.42–12.39) | 0.010 | 3.87 (1.21–12.37) | 0.023 |
| Albumin | 0.40 (0.22–0.73) | 0.002 | 2.49 (0.85–7.27) | 0.096 | 2.83 (0.89–9.02) | 0.079 |
| Operative procedure-related complication | 2.45 (1.05–5.68) | 0.037 | _ | 1.62 (0.43–6.04) | 0.475 | |
| Creatinine | 1.12 (0.99–1.27) | 0.078 | ||||
| LVEF | 0.97 (0.93–1.00) | 0.074 | ||||
| RVSP | 1.01 (1.00–1.03) | 0.143 | ||||
Data are reported as mean ± SD or median (interquartile range) or number (%).
BMI = body mass index, APACHE = acute Physiology and Chronic Health Evaluation, IMV = invasive mechanical ventilation, FEV1 = forced expiratory volume in one second, FVC = forced vital capacity, TLC = total lung capacity, RV = residual volume, IC = inspiratory capacity, DLco = diffusing capacity, KDIGO = Kidney Disease Improving Global Outcomes, LVEF = left ventricular ejection fraction, RVSP = right ventricular systolic pressure.
Variables entered into multivariate logistic regression analysis with backward elimination method did not retain in the final model.
The continuous variable, FEV1%pred, is highly correlated with FVC %pred (Pearson correlation coefficient 0.881, p < 0.001); thus, they must be excluded from each other before entry in the fully adjusted model. RV/TLC is also correlated with FEV1%pred (Pearson correlation coefficient −0.671, p < 0.001) and FVC %pred (Pearson correlation coefficient −0.761, p < 0.001). Both of the two variables (FEV1% pre and FVC % pred) were removed in the backward elimination procedure. Therefore, we removed them in the fully adjusted model.
Figure 2The synergistic impact of residual volume to total lung capacity (RV/TLC) ratio and KDIGO stage of AKI on the risk of prolonged NIPPV. G1 group, KDIGO Stage 0–1 and RV/TLC ratio < 46.5% (n = 69); G2 group, KDIGO Stage 2–3 and RV/TLC ratio < 46.5% (n = 16); G3 group, KDIGO Stage 0–1 and RV/TLC ratio > 46.5% (n = 40); G4 group, KDIGO Stage 2–3 and RV/TLC ratio > 46.5% (n = 10). The corresponding Cox hazard ratios (HRs) with 95% confidence intervals (95% CIs) for prolonged NIPPV use after cardiac surgery are shown.
Univariate and multivariate logistic regression analysis to evaluate the impact of prolonged noninvasive positive pressure ventilation use on patient outcomes.
| Patient outcomes | Univariate OR |
| Adjusted OR |
|
|---|---|---|---|---|
| Postoperative complications | 4.59 (2.34–9.01) | <0.001 | 4.46 (1.56–12.79) | 0.005 |
| Pneumonia | 4.65 (1.95–11.06) | <0.001 | 2.69 (0.70–10.36) | 0.151 |
| Arrhythmia | 9.58 (1.15–79.49) | 0.036 | 1.22 (0.19–7.90) | 0.838 |
| Stroke | 7.87 (1.69–36.57) | 0.009 | 2.12 (0.25–17.71) | 0.490 |
| Ischemic bowel | 1.27 (0.18–9.22) | 0.812 | 1.10 (0.12–10.01) | 0.930 |
| Reintubation | 2.52 (0.89–7.13) | 0.081 | 1.58 (0.24–10.55) | 0.635 |
| ICU stay >7 days | 5.30 (2.70–10.41) | <0.001 | 18.17 (3.10–106.45) | 0.001 |
| Hospital stay >21 days | 5.29 (2.83–9.90) | <0.001 | 4.44 (1.12–17.57) | 0.034 |
| Hospital mortality | 2.33 (0.66–8.23) | 0.191 | 0.78 (0.15–4.10) | 0.767 |
Data were reported as odds ratio (95% confidence interval). non-prolonged NIPPV group as reference. Variables significantly associated with patient outcomes on univariate analysis (p < 0.05) were included in the multivariate logistic regression analysis. NIPPV = noninvasive positive pressure ventilation, OR = odds ratio, ICU = intensive care unit.
Figure 3(a). Kaplan–Meier curves of the probability of postoperative complication after operation depending on prolonged and non-prolonged NIPPV after cardiac surgery, (b). The distribution of the duration of invasive mechanical ventilation plus noninvasive positive pressure ventilation (IMV + NIPPV) and the day of development of a complication after cardiac surgery. Within postoperative 28 days, more than half of the patients (17/31) developed complications after discontinuation of ventilation support.