Objective To develop and validate a nomogram for predicting the risk of weaning failure in elderly patients with severe pneumonia undergoing mechanical ventilation. Methods A retrospective analysis was conducted on the clinical data of 330 elderly patients with severe pneumonia undergoing mechanical ventilation who were hospitalized in our hospital from July 2021 to July 2023. According to their weaning outcomes, they were divided into a successful group (n=213 ) and a failure group (n=117). Univariate analysis and multivariate non-conditional logistic regression analysis were used to explore the factors influencing the weaning failure of mechanical ventilation in elderly patients with severe pneumonia. Results Univariate analysis showed that there were significant differences in age, smoking status, chronic obstructive pulmonary disease, ventilation time, albumin, D-dimer, and oxygenation index levels between the two groups (all P<0.05). Multivariate logistic regression analysis revealed that age ≥65 years, smoking, presence of chronic obstructive pulmonary disease, ventilation time ≥7 days, D-dimer ≥2 000 μg/L, and reduced oxygenation index were risk factors for weaning failure in the elderly patients with severe pneumonia. The nomogram model constructed based on these factors had an area under ROC curve of 0.970 (95%CI 0.952 - 0.989), and the calibration curve demonstrated good agreement between predicted and observed values. Conclusions Age, smoking status, chronic obstructive pulmonary disease, ventilation time, D-dimer, and oxygenation index are influencing factors for weaning failure in elderly patients with severe pneumonia receiving mechanical ventilation. The nomogram model constructed based on these factors exhibits good discrimination and accuracy.
Objective To investigate the predictive value of mechanical power (MP) in the weaning outcome of adaptive mechanical ventilation plus intelligent trigger (AMV+IntelliCycle, simply called AMV) mode for acute respiratory distress syndrome (ARDS) patients. Methods From November 2019 to March 2021, patients with mild to moderate ARDS who were treated with invasive mechanical ventilation in the intensive care unit of the First Affiliated Hospital of Jinzhou Medical University were divided into successful weaning group and failed weaning group according to the outcome of weaning. All patients were treated with AMV mode during the trial. The MP, oral closure pressure (P0.1), respiratory rate (RR) and tidal volume (VT) of the two groups were compared 30 min and 2 h after spontaneous breathing trial (SBT). The correlation between 30 min and 2 h MP and shallow rapid respiratory index (RSBI) was analyzed by Pearson correlation. Receiver operating characteristic (ROC) curve was used to analyze the predictive value of 30 min MP in ARDS patients with AMV mode weaning failure. Results Sixty-eight patients were included in the study, 49 of them were successfully removed and 19 of them failed. There was no statistical significance in age, gender, body mass index, oxygenation index, acute physiology and chronic health evaluation Ⅱ score, reasons for mechanical ventilation (respiratory failure, sepsis, intracranial lesions, and others) between the two groups (all P>0.05). The MP, P0.1 and RR at SBT 30 min and 2 h of the successful weaning group was lower than those of the failed weaning group (all P<0.05), but the VT of the successful weaning group was higher than the failed weaning group (all P<0.05). There was a significant relation between the MP at SBT 30 min and 2 h and RSBI (r value was 0.640 and 0.702 respectively, both P<0.05). The area under ROC curve of MP was 0.674, 95% confidence interval was 0.531 - 0.817, P value was 0.027, sensitivity was 71.73%, specificity was 91.49%, positive predictive value was 0.789, negative predictive value was 0.878, optimal cutoff value was 16.500. The results showed that 30 min MP had a good predictive value for the failure of weaning in AMV mode in ARDS patients. Conclusion MP can be used as an accurate index to predict the outcome of weaning in ARDS patients with AMV mode.
Objective To investigate the predictive value of inferior vena cava variability (ΔDIVC) combined with the diaphragmatic-rapid shallow breathing index (D-RSBI) for weaning outcomes in elderly mechanically ventilated (MV) patients. Methods Clinical data from 298 elderly MV patients (age≥60 years) admitted to the ICU of the First Affiliated Hospital of Jinzhou Medical University between January and December 2023 were retrospectively analyzed. According to weaning outcomes (success: extubation without reintubation within 48 hours; failure: reintubation within 48 hours), patients were divided into a success group (n=211) and a failure group (n=87). Bedside ultrasound was used to measure ΔDIVC and D-RSBI. Receiver operating characteristic (ROC) curve analysis and Pearson correlation were employed to evaluate their predictive efficacy. Results The success group showed significantly higher ΔDIVC (25.24±4.48% vs. 20.18±3.24%, P<0.001) and lower D-RSBI (1.61±0.22 vs. 2.20±0.33, P<0.001) than the failure group. For predicting weaning success, ΔDIVC yielded an AUC of 0.813 (sensitivity 78.20%, specificity 65.52%, cut-off 21.5%). For predicting weaning failure, D-RSBI yielded an AUC of 0.918 (sensitivity 89.10%, specificity 89.66%, cut-off 1.85 counts·min?1·mm?1). The combined model achieved an AUC of 0.954 (95%CI 0.930-0.978), significantly outperforming either parameter alone (P<0.05). ΔDIVC and D-RSBI were negatively correlated (r=–0.351, P<0.001). Conclusion The combination of ΔDIVC and D-RSBI significantly improves the accuracy of predicting weaning outcomes in elderly MV patients, providing a reliable basis for individualized clinical weaning strategies.
Objective To determine the usefulness of serial measurements of the rapid shallow breathing index ( f/VT , RSBI) as a predictor for successfully weaning of patients undergoing prolonged mechanical ventilation ( gt; 72 hours) . Methods 76 mechanically ventilated patients were prospectively analyzed. 120-min spontaneous breathing trial was conducted after the patients having fullfiled the traditional weaning criteria, and RSBI were continuously monitored by the ventilator at five time points ( 5, 15, 30,60, and 120 min) . A repeated measure of general linear model in SPSS 15.0 was conducted to analyze the data. Results 62 patients completed 120-minute spontaneous breath trial and in which 20 patients failed weaning. There was no significant difference of RSBI at five time points during weaning ( P gt;0. 05) . But thevariation trends of RSBI during weaning time were significant different between the successful weaning patients and the failed weaning patients ( P lt; 0. 05) . Conclusions In patients undergoing prolonged mechanical ventilation, the variation trend of RSBI is more valuable than single RSBI in the prediction ofsuccessful weaning.
Objective To investigate the clinical significance of lateral position ventilation in the treatment of invasive ventilation in patients with acute exacerbations of chronic obstructive pulmonary disease (AECOPD). Methods From October 2014 to December 2016, 60 eligible patients with AECOPD who meeting the inclusion criteria were randomly assigned to an intervention group (n=30) or a control group (n=30). Expectorant, antiasthmatic, anti-infective, invasive ventilation, bronchoscopy, analgesic sedation, invasive-noninvasive sequential ventilation, nutritional support, intensive care and other treatment were conducted in two groups, but lateral position ventilation was subsequently performed in the intervention group and the control group used half lateral position. Outcome measurements included pH, PaO2/FiO2, arterial partial pressure of carbon dioxide (PaCO2), heart rate (HR), respiratory rate (R) and air way resistance (Raw) before and one day after invasive ventilation, and duration of control of pulmonary infection (PIC), invasive mechanic ventilation (IMV), mechanic ventilation (MV) and intensive care unit (ICU) stay. Results Compared with before ventilation, the levels of PaO2/FiO2, PaCO2, HR, R and Raw were significantly changed in two groups after ventilation (P<0.05). One day later after ventilation, pH [interventionvs. control: (7.43±0.07) vs. (7.37±0.11)], PaO2/FiO2[(253.52±65.33) mm Hg (1 mm Hg=0.133 kPa) vs. (215.46±58.72) mm Hg] and PaCO2 [(52.45±7.15) mm Hg vs. (59.39±8.44) mm Hg] were statistically significant (P<0.05), but no significant difference was found in HR, R or Raw between two groups (P>0.05). Compared with the control group, PIC [(3.7±1.4) daysvs. (5.3±2.2) days], IMV [(4.0±1.5) days vs. (6.1±3.0) days], MV [(4.7±2.0) days vs. (7.3±3.7) days] and ICU stay [(6.2±2.1) days vs. (8.5±4.2) days] were significantly decreased (P<0.05) in the intervention group. Conclusions In AECOPD patients, invasive ventilation using lateral position ventilation can significantly improve arterial blood gas index, decrease Raw, shorten the time of PIC, IMV, MV and ICU stay.
Objective To estimate the feasibility and efficacy of respiratory function score ( RFS)guided ventilator weaning in mechanical ventilated patients with respiratory failure. Methods By a prospective control study,136 patients with acute respiratory failure who had received endotracheal intubation and mechanical ventilation from January 2010 to May 2012 were randomly divided into three group, ie. a RFS-guided 3-4 group ( n=60) , a RFS-guided 5-6 group ( n = 51) , and a traditional group ( n =25) . TheRFS-guided groups underwent ventilator weaning by guidance of RFS 3-4 and 5-6 respectively. The traditional group underwent ventilator weaning by ordinary way. The ventilation and oxygenation index, RFS,direct weaning success rate, total weaning success rate, total mechanical ventilation time, re-intubation rate,and ventilator-associated pneumonia ( VAP) incidence rate were observed.Results The direct weaning success rate in the RFS-guided 3-4 group, the RFS-guided 5-6 group, and the traditional group was 98. 3%( 59/60) , 82. 4% ( 42 /51) , and 100% ( 25 /25) , respectively. The total duration of mechanical ventilation was ( 5. 2 ±2. 5) days, ( 5. 0 ±3. 0) days, and( 7. 5 ±3. 5) days, respectively. the re-intubation rate was 0( 0 /60) , 1. 9% ( 1 /51) , and 0 ( 0/25) , respectively. VAP incidence rate was 11. 7% ( 7/60) , 13. 7%( 7 /51) and 24% ( 6 /25) , respectively. Compared with the traditional group, the direct weaning success rate and total weaning success rate in the RFS-guided 3-4 group were not significant different( P gt;0. 05) , while the total mechanical ventilation time and VAP incidence rate were significantly lower ( P lt; 0. 05) . Compared with the traditional group, the direct weaning success rate and total mechanical ventilation time in the RFSguided 5-6 group were significantly lower ( P lt;0. 05) , but the total weaning success rate was not significantly different ( P gt;0. 05) . Compared with the RFS-guided 5-6 group, the directweaning success rate in the RFSguided 3-4 group was significantly increased. Conclusions Mechanical ventilator weaning of patients with respiratory failure under RFS guidance is safe and feasible. RFS 3-4 guided ventilator weaning can significantly improve the therapeutic effect.
Objective To compare the advantages between SmartCare weaning and protocoldirected weaning in COPD patients regarding five aspects including comfort degree of COPD patients in weaning stage, workload of medical staff, weaning success rate, weaning time, and complications associated with mechanical ventilation. Methods COPD patients who’s planning to receive ventilation weaning were randomly divided into a SmartCare weaning group ( SC group) and a protocol-directed weaning group ( SBT group) . The comfort degree of patients and workload of medical staff were assessed by the visual analogue scale ( VAS) as the weaning plan started. 0 was for the most discomfort and maximal workload, and 10 was for the most comfort and minimal workload. Data fromthe following aspects had been recorded: times of blood gas analysis, weaning success rate, weaning time, self-extubation rate, the rate of re-intubation within 48 hours, and ventilator-associated pneumonia ( VAP) incidences. Results 40 patients were selected and divided into the SC group ( n =19) and the SBT group ( n =21) . There was no significant difference in the enrolled age and APACHEⅡ between two groups. The VAS scores was higher in the SC group than that in the SBT group in the first three days ( Plt;0.01) . The weaning time was shorter in the SBT group than that in the SBT group [ ( 4.7 ±2.7) days vs. ( 5.5 ±3.2) days] , without significant difference between two groups ( P gt;0.05) . There were no differences in times of blood gas analysis, weaning success rate, weaning time, self-extubation rate, the rate of re-intubation within 48 hours, and ventilator-associated pneumonia ( VAP) incidences between two groups ( P gt; 0.05) .Conclusion As compared with protocol-directed weaning, SmartCare weaning can increase comfort degree of patients and reduce the workload of medical staff with similar weaning success rate, weaning time, and complications associated with mechanical ventilation.
Objective To study the influencing factors for duration of mechanical ventilation in chronic obstructive pulmonary disease ( COPD) patients with type II respiratory failure. Methods Twenty-eight cases of mechanical ventilated COPD patients with type II respiratory failure were enrolled from March 2006 to March 2008 in Beijing Shunyi Hospital. They were divided into two groups based on their duration of ventilation: ≤7 d group as group I, and gt; 7 d as group II. Data of heart rate and blood pressure were recorded before the trachea intubation. Clinical data of blood routine, blood gas analysis and serum biochemistry were collected and analyzed. Previous history, smoking history and subsequent complications were also recorded. Results Heart rate in the group II were significantly higher than which in the group I[ ( 121. 50 ±17. 20) /min vs ( 103. 08 ±19. 97) /min, P lt;0. 05] . The incidences of upper gastrointestinal hemorrhage and blood pressure fall immediately after intubation were 63% and 88% respectively in the group II, which were significantly higher than the group I ( 0 and 25% ) . The levels of albumin, pre-albumin, Na+ , PaO2 were ( 29. 06 ±5. 00) g /L, ( 66. 36 ±17. 72) mg/L,( 138. 45 ±4. 74) mmol /L and ( 49. 06 ±20. 11) mm Hg respectively in the group II. While in the group I, those were ( 37. 11 ±2. 73) g /L, ( 127. 70 ±35. 84) mg/L, ( 143. 29 ±3. 42) mmol /L and ( 72. 25 ±38. 69) mm Hg respectively, which showed significant differences compared with the grouop II. The incidence of previous concomitant cerebral infarction showed significant difference between the group I and group II( 33. 33% vs 0) .Conclusion The levels of albumin, pre-albumin, heart rate before the intubation, upper gastrointestinal hemorrhage and blood pressure fall immediately after the intubation are associated with duration of mechanical ventilation and may indicate the prognosis in COPD patients with type II respiratory failure.
Objective To evaluate the relationship between sublingual microcirculation differences and weaning success rate and prognosis in elderly patients with severe pneumonia. Methods A retrospective observation cohort study was conducted. Forty-two elderly patients with severe pneumonia who underwent mechanical ventilation in the intensive care unit of Sir Run Run Hospital, Nanjing Medical University from February 2022 to August 2022 were recruited in the study. They were divided into a high-flow nasal cannula oxygen group (HFNC group, n=33) and a non-invasive positive pressure ventilation group (NIPPV group, n=9) according to the mode of post-weaning ventilation. The differences of N-terminal brain natriuretic peptide precursor (NT-proBNP), cardiac index (CI) and sublingual microcirculation indexes between the two groups were analyzed. The receiver operating characteristic (ROC) curve was used to analyze the predictive value of each parameter on weaning success rate and case fatality rate. Results Compared with the NIPPV group, CI, propotion of perfused vessels (PPV) and perfused vessel density (PVD) were higher, and NT-proBNP and total vessel density (TVD) were lower in the HFNC group (all P<0.05). The prediction value of PPV combined with PVD was the largest, with area under the ROC curve (AUC) of 0.875, sensitivity of 75.8%, specificity of 88.9%. CI, NT-proBNP, CI combined with NT-proBNP, PPV, PVD all had predictive value. Compared with the death group, the survival group had higher CI, central venous-to-arterial carbon dioxide difference [P(v-a)CO2] and PPV. For the prediction value of weaning success, CI combined with NT-proBNP had the largest predictive value, with AUC of 0.919, sensitivity of 81.8%, specificity of 100.0%, followed by CI. NT-proBNP, PPV, PVD, PPV combined with PVD all had predictive value. Compared with the death group, the survival group had higher CI, P(v-a)CO2 and PPV (all P<0.05). For predictive value assessment of 28-day survival rate, CI plus PPV had the largest AUC of 0.875, with sensitivity of 69.4%, and specificity of 100.0%. CI, P(v-a)CO2 and PPV all have predictive value. Conclusions Both CI and PPV can be used as predictors of weaning success rate and survival rate. PPV combined with PVD is an ideal predictor of survival rate.
Objective To explore the predictive value of transthoracic electrical impedance tomography (EIT) for outcome of weaning patients from mechanical ventilation. Methods Forty invasive mechanical ventilation adult patients who underwent spontaneous breathing test (SBT) from May 2022 to August 2022 were enrolled. The patients were divided into a successful weaning group (n=28) and a failed weaning group (n=12) based on whether invasive mechanical ventilation was required within 48 hours after weaning. EIT data were collected from both groups on the first day of mechanical ventilation, before SBT, 10 minutes after SBT, and 30 minutes after SBT. The EIT parameters were compared between two groups, including the absolute value of mean end expiratory lung impedance variation (Mean △EELI) to tidal volume ratio, percentage variation of local compliance change (|Δ(CW-CL)|), inflation time difference (TSA), standard deviation of regional ventilation delay (SDRVD), abdominal to back impedance ratio (IR), and rapid shallow breathing index (RSBI) calculated by EIT, at different time points of SBT, and the predictive value of each EIT parameter were evaluated for weaning. Results The parameters of SDRVD value, RSBIEIT value, and TSA value in the successful weaning group were significantly lower compared with the failed weaning group (P<0.05); during SBT process, the predictive value of the SDRVD for weaning was the highest compared with other EIT parameters (AUC=0.978, 95%CI 0.940-1.016; P<0.001). When the SDRVD value, less than 0.845, was as the critical value and the sensitivity was 0.917 and the specificity was 0.929; the RSBIEIT value for prediction weaning also was high (AUC=0.960, 95%CI 0.904-1.015; P<0.001). When RSBIEIT, less than 0.893, was used as the critical value, and its sensitivity and specificity was 1.000 and 0.893, respectively (P<0.05). The TSA value and |Δ(CW-CL)| predicted weaning value are relatively small, and further research is needed on whether IR and |Mean ?EELI/VT| can guide weaning. Conclusions The EIT parameters SDRVD and RSBIEIT can effectively predict the weaning outcomes of mechanically ventilated adult patients and have good clinical application value.