| Literature DB >> 33447402 |
Run Li1, Jiang Shi1, Danxia Huang1, Ying Chen1, Weixue Cui1, Hengrui Liang1, Wenhua Liang1, Guilin Peng1, Chao Yang1, Mengyang Liu1, Minting Kuang1, Xin Xu1, Jianxing He1.
Abstract
BACKGROUND: The purpose of this study was to uncover preoperative risk factors for extubation failure or re-intubation for patients undergoing lung transplant (LTx).Entities:
Keywords: Lung transplantation (LTx); extubation; preoperative factors; reintubation
Year: 2020 PMID: 33447402 PMCID: PMC7797869 DOI: 10.21037/jtd-20-2546
Source DB: PubMed Journal: J Thorac Dis ISSN: 2072-1439 Impact factor: 2.895
Figure 1Flow diagram. MV, mechanical ventilation.
The overall characteristics of the first LTx
| Characteristics | N | % |
|---|---|---|
| Sex | ||
| Male | 87 | 81.31 |
| Female | 20 | 18.69 |
| Age | ||
| 45–65 | 54 | 50.47 |
| <45 | 27 | 25.23 |
| >65 | 26 | 24.30 |
| BMI | ||
| <18 | 29 | 27.10 |
| 18–24 | 61 | 57.01 |
| >24 | 17 | 15.89 |
| Indication | ||
| IPF | 53 | 49.53 |
| COPD | 36 | 33.64 |
| Silicosis | 9 | 8.41 |
| Others | 9 | 8.41 |
| Comorbidities | ||
| Hypertension | 8 | 7.48 |
| Diabetes | 6 | 5.61 |
| Type of transplant | ||
| Right | 37 | 34.58 |
| Left | 33 | 30.84 |
| Double | 29 | 27.10 |
| Heart/lung | 8 | 7.48 |
| Outcomes | ||
| Successful extubation | 74 | 69.16 |
| Unsuccessful extubation | 33 | 30.84 |
| Reintubation | 18 | 16.82 |
LTx, lung transplant; IPF, idiopathic pulmonary fibrosis; COPD, chronic obstructive pulmonary disease.
Subject demographics and preoperative factors for the successful extubation and unsuccessful extubation groups
| Characteristics | Successful extubation (n=74) | Unsuccessful extubation (n=33) | P value | |||
|---|---|---|---|---|---|---|
| N | % | N | % | |||
| Demographic | ||||||
| Sex | 0.530 | |||||
| Male | 59 | 79.73 | 28 | 84.85 | ||
| Female | 15 | 20.27 | 5 | 15.15 | ||
| Age | 0.133 | |||||
| 45–65 | 41 | 55.41 | 13 | 39.39 | ||
| <45 | 19 | 25.68 | 8 | 24.24 | ||
| >65 | 14 | 18.92 | 12 | 36.36 | ||
| BMI | 0.771 | |||||
| <18.5 | 25 | 33.78 | 9 | 27.27 | ||
| 18.5–24.9 | 42 | 56.76 | 20 | 60.61 | ||
| >24.9 | 7 | 9.46 | 4 | 39.39 | ||
| Indication | 0.420 | |||||
| IPF | 35 | 47.30 | 18 | 51.43 | ||
| COPD | 26 | 35.14 | 10 | 31.43 | ||
| Silicosis | 8 | 10.81 | 1 | 2.86 | ||
| Others | 5 | 6.76 | 4 | 14.29 | ||
| Preoperative characteristics | ||||||
| ECMO | <0.001 | |||||
| Yes | 13 | 17.57 | 17 | 51.52 | ||
| No | 61 | 82.43 | 16 | 48.48 | ||
| Independent sputum clearance | <0.001 | |||||
| Yes | 62 | 83.78 | 16 | 48.48 | ||
| No | 12 | 16.22 | 17 | 51.52 | ||
| PaO2/FiO2 | 0.004 | |||||
| >250 | 42 | 56.76 | 13 | 39.39 | ||
| 150–250 | 26 | 35.14 | 9 | 27.27 | ||
| <150 | 6 | 8.11 | 11 | 33.33 | ||
| Type of transplant | 0.001 | |||||
| Right | 32 | 43.24 | 5 | 15.15 | ||
| Left | 25 | 33.78 | 8 | 24.24 | ||
| Double | 14 | 18.92 | 15 | 45.45 | ||
| Heart/lung | 3 | 4.05 | 5 | 15.15 | ||
IPF, idiopathic pulmonary fibrosis; COPD, chronic obstructive pulmonary disease; ECMO, extracorporeal membrane oxygenation; PaO2, partial pressure of oxygen; FiO2, fraction of inspired oxygen.
Preoperative risk factors of unsuccessful extubation through multivariable logistic regression analysis
| Variables | OR | 95% CI | P value |
|---|---|---|---|
| ECMO | 4.631 | 1.403–15.286 | 0.012 |
| Age | 0.031 | ||
| 45–65 | 1 | ||
| <45 | 0.396 | 0.076–2.074 | 0.273 |
| >65 | 4.039 | 1.154–14.139 | 0.029 |
| Type of transplant | 0.016 | ||
| Right | 1 | ||
| Left | 1 | 0.441–6.832 | 0.431 |
| Double | 3.390 | 0.873–13.162 | 0.078 |
| Heart/lung | 16.579 | 2.586–106.287 | 0.012 |
| Independent sputum clearance | 4.517 | 1.498–13.625 | 0.007 |
ECMO, extracorporeal membrane oxygenation; CI, confidence interval.
Figure 2ROC curve drawn for the model built using β coefficients (unsuccessful extubation). C-statistic for the ROC AUC =0.857 (95% CI, 0.787–0.928). ROC, receiver operating characteristic; AUC, area under the curve; CI, confidence interval.
Subject demographics and preoperative factors for the successful extubation and re-intubation groups
| Characteristics | Successful extubation (n=74) | Re-intubation (n=18) | P value | |||
|---|---|---|---|---|---|---|
| N | % | N | % | |||
| Demographic | ||||||
| Sex | 0.854 | |||||
| Male | 59 | 79.73 | 14 | 77.78 | ||
| Female | 15 | 20.27 | 4 | 22.22 | ||
| Age | 0.295 | |||||
| 45–65 | 41 | 55.41 | 7 | 38.89 | ||
| <45 | 19 | 25.68 | 3 | 16.67 | ||
| >65 | 14 | 18.92 | 8 | 44.44 | ||
| BMI | 0.720 | |||||
| <18.5 | 25 | 33.78 | 5 | 27.78 | ||
| 18.5–24.9 | 42 | 56.76 | 12 | 66.67 | ||
| >24.9 | 7 | 9.46 | 1 | 16.67 | ||
| Indication | 0.915 | |||||
| IPF | 35 | 47.30 | 9 | 50.00 | ||
| COPD | 26 | 35.14 | 7 | 38.89 | ||
| Silicosis | 8 | 10.81 | 1 | 5.56 | ||
| Others | 5 | 6.76 | 1 | 5.56 | ||
| Preoperative characteristics | ||||||
| ECMO | 0.004 | |||||
| Yes | 13 | 17.57 | 9 | 50.00 | ||
| No | 61 | 82.43 | 9 | 50.00 | ||
| Independent sputum clearance | 0.101 | |||||
| Yes | 62 | 83.78 | 12 | 66.67 | ||
| No | 12 | 16.22 | 6 | 33.33 | ||
| PaO2/FiO2 | 0.063 | |||||
| >250 | 42 | 56.76 | 9 | 50.00 | ||
| 150–250 | 26 | 35.14 | 4 | 22.22 | ||
| <150 | 6 | 8.11 | 5 | 27.78 | ||
| Type of transplantation | 0.044 | |||||
| Right | 32 | 43.24 | 3 | 16.67 | ||
| Left | 25 | 33.78 | 5 | 27.78 | ||
| Double | 14 | 18.92 | 8 | 44.44 | ||
| Heart/lung | 3 | 4.05 | 2 | 11.11 | ||
IPF, idiopathic pulmonary fibrosis; COPD, chronic obstructive pulmonary disease; ECMO, extracorporeal membrane oxygenation; PaO2, partial pressure of oxygen; FiO2, fraction of inspired oxygen.
Preoperative risk factors of re-intubation through multivariable logistic regression analysis
| Variable | OR | 95% CI | P value |
|---|---|---|---|
| ECMO | 4.69 | 1.56–14.11 | 0.006 |
ECMO, extracorporeal membrane oxygenation; CI, confidence interval.
Figure 3ROC curve drawn for the model built using β coefficients (re-intubation). C-statistic for the ROC AUC =0.662 (95% CI, 0.511–0.813). ROC, receiver operating characteristic; AUC, area under the curve; CI, confidence interval.