1.Application of neurally adjusted ventilatory assist in patients with severe cerebrovascular diseases and weaning difficulty from mechanical ventilation
Yun TANG ; Yunyou DOU ; Niansheng LAI ; Lin YAO
Chinese Journal of Cerebrovascular Diseases 2025;22(3):157-167
Objective To explore the impact of neurally adjusted ventilatory assist(NAVA)mode on the weaning outcomes of patients with severe cerebrovascular disease who have weaning difficulty from mechanical ventilation.Methods Patients with severe cerebrovascular disease who had weaning difficulty from mechanical ventilation and were admitted to the Intensive Care Unit(ICU)of Neurosurgery Departement,the First Affiliated Hospital of Wannan Medical College(Yijishan Hospital of Wannan Medical College)from November 2019 to November 2021 were prospectively and consecutively included.They were randomly divided into the NAVA group and the pressure support ventilation(PSV)group using a random number table,with 28 patients in each group.Baseline and clinical data of the two groups were collected,including gender,age,main diagnosis,past medical history(hypertension,stroke,respiratory diseases,diabetes,coronary heart disease),body mass index,acute physiology and chronic health evaluation(APACHE)Ⅱ score,Glasgow coma scale(GCS)score,types of difficult weaning(failure of the first spontaneous breathing trial[SBT],re-intubation within 48 h after the first weaning attempt),and mechanical ventilation time before randomization.SBT and weaning-related indicators after randomization were collected,including respiratory mechanics and parameters before SBT implementation after randomization(peak airway pressure,expiratory tidal volume,positive end-expiratory pressure,inspired oxygen concentration,minute ventilation,mean airway pressure,diaphragmatic electrical activity signal value,neural ventilation efficiency,neural mechanical efficiency),basic vital signs(mean arterial pressure,respiratory heart rate)before weaning after passing SBT,blood routine(white blood cells,hemoglobin)and biochemical tests(albumin,creatinine,troponin,B-type natriuretic peptide)within 48 h before weaning,and arterial blood gas within 30 min before weaning(pH,partial pressure of carbon dioxide,partial pressure of oxygen,bicarbonate ion,oxygenation index).The primary outcome measures included the time required for successful weaning from randomization to day 28(if the patient died or failed to wean successfully before day 28 after randomization,the time required for weaning was defined as 28 d),total mechanical ventilation time after randomization,total weaning success rate from randomization to day 28,total weaning-free time at 7,14,and 28 d after randomization,survival time at 28 d and 90 d after randomization,ICU length of stay,total hospital length of stay,and cumulative weaning success rate from randomization to day 28 in both groups.The secondary outcome measures included tracheotomy rate after randomization,ICU mortality rate,mortality rate at 28 d and 90 d after randomization,incidence of mechanical ventilation-related complications(ventilator-associated pneumonia,acute respiratory distress syndrome,pneumothorax,pleural effusion)during mechanical ventilation after randomization,and cumulative survival rate at 90 d after randomization.The human-machine coordination within 24 h after randomization was recorded in both groups including the number and index of ineffective triggering,false triggering,double triggering,premature switching from inspiration to expiration,delayed switching from inspiration to expiration,and triggering delay,as well as the total asynchrony index,with one record every 8 h,each record lasting for 1 min,for a total of 3 min.Results A total of 56 patients with severe cerebrovascular disease who had weaning difficulty from mechanical ventilation were included,with 28 patients in each of the PSV group and the NAVA group.There were no statistically significant differences between the two groups in terms of gender,age,main diagnosis,past medical history,body mass index,APACHE Ⅱ score,GCS score,types of difficult weaning,mechanical ventilation time before randomization,indicators before SBT implementation after randomization and after SBT before weaning(all P>0.05).(1)The time required for successful weaning from randomization to day 28(9.00[7.00,15.50]d vs.15.50[10.25,22.75]d)and total mechanical ventilation time after randomization(8.50[7.00,12.75]d vs.13.50[10.00,20.00]d)were both lower in the NAVA group than those in the PSV group(all P<0.05).The cumulative weaning success rate of the NAVA group was higher than that of the PSV group at 28 d after randomization(P=0.039),but there was no statistically significant difference in the total weaning success rate between the two groups from randomization to the day 28(92.9%[26/28]vs.85.7%[24/28],P=0.669).The NAVA group had longer periods without mechanical ventilation within 14 d(5.00[0.00,7.00]d vs.0.00[0.00,3.75]d)and within 28 d(18.00[9.25,20.75]d vs.10.50[0.25,17.75]d)after randomization compared with the PSV group(all P<0.05),but there was no statistically significant difference in the period without mechanical ventilation within 7 d after randomization between the two groups(P=0.159).The ICU stay of the NAVA group was shorter than that of the PSV group(9.00[6.25,16.75]d vs.14.00[10.25,22.50]d,P=0.015),but there were no statistically significant difference in the total hospital stay and survival time within 28 d and 90 d after randomization between the two groups(all P>0.05).(2)There was no statistically significant difference between the two groups in tracheotomy rate,ICU mortality rate,mortality rate at 28 d and 90 d after randomization,complications during mechanical ventilation after randomization,and cumulative survival rate at 90 d after randomization(all P>0.05).(3)In terms of human-machine coordination,the NAVA group had lower frequencies and indices of false triggering(frequency:0.00[0.00,0.00]time/min vs.0.00[0.00,0.58]time/min;index:0.00[0.00,0.00]vs.0.00[0.00,0.02]),ineffective triggering(frequency:0.00[0.00,0.33]time/min vs.1.00[0.33,2.17]time/min;index:0.00[0.00,0.02]vs.0.05[0.02,0.09]),premature switching(frequency:0.00[0.00,0.33]time/min vs.0.33[0.33,1.00]time/min;index:0.00[0.00,0.01]vs.0.02[0.02,0.05]),delayed switching(frequency:0.00[0.00,0.00]time/min rs.1.17[0.00,5.67]time/min;index:0.00[0.00,0.00]rs.0.06[0.00,0.29]),and delayed triggering(frequency:0.00[0.00,0.58]time/min vs.0.67[0.33,1.67]time/min;index:0.00[0.00,0.02]vs.0.05[0.02,0.10])compared with the PSV group(all P<0.01).The NAVA group had higher frequencies and indices of double triggering(frequency:1.17[0.33,2.00]time/min vs.0.00[0.00,0.00]time/min;index:0.06[0.02,0.11]vs.0.00[0.00,0.00];all P<0.01),but the total asynchrony index of the NAVA group was lower than that of the PSV group(0.08[0.04,0.14]vs.0.24[0.19,0.51],P<0.01).Conclusion The NAVA mode can shorten the weaning and mechanical ventilation time of patients with severe cerebrovascular disease who have weaning difficulty from mechanical ventilation,improve human-machine coordination,and has potential advantages in increasing the weaning success rate.
2.Application of neurally adjusted ventilatory assist in patients with severe cerebrovascular diseases and weaning difficulty from mechanical ventilation
Yun TANG ; Yunyou DOU ; Niansheng LAI ; Lin YAO
Chinese Journal of Cerebrovascular Diseases 2025;22(3):157-167
Objective To explore the impact of neurally adjusted ventilatory assist(NAVA)mode on the weaning outcomes of patients with severe cerebrovascular disease who have weaning difficulty from mechanical ventilation.Methods Patients with severe cerebrovascular disease who had weaning difficulty from mechanical ventilation and were admitted to the Intensive Care Unit(ICU)of Neurosurgery Departement,the First Affiliated Hospital of Wannan Medical College(Yijishan Hospital of Wannan Medical College)from November 2019 to November 2021 were prospectively and consecutively included.They were randomly divided into the NAVA group and the pressure support ventilation(PSV)group using a random number table,with 28 patients in each group.Baseline and clinical data of the two groups were collected,including gender,age,main diagnosis,past medical history(hypertension,stroke,respiratory diseases,diabetes,coronary heart disease),body mass index,acute physiology and chronic health evaluation(APACHE)Ⅱ score,Glasgow coma scale(GCS)score,types of difficult weaning(failure of the first spontaneous breathing trial[SBT],re-intubation within 48 h after the first weaning attempt),and mechanical ventilation time before randomization.SBT and weaning-related indicators after randomization were collected,including respiratory mechanics and parameters before SBT implementation after randomization(peak airway pressure,expiratory tidal volume,positive end-expiratory pressure,inspired oxygen concentration,minute ventilation,mean airway pressure,diaphragmatic electrical activity signal value,neural ventilation efficiency,neural mechanical efficiency),basic vital signs(mean arterial pressure,respiratory heart rate)before weaning after passing SBT,blood routine(white blood cells,hemoglobin)and biochemical tests(albumin,creatinine,troponin,B-type natriuretic peptide)within 48 h before weaning,and arterial blood gas within 30 min before weaning(pH,partial pressure of carbon dioxide,partial pressure of oxygen,bicarbonate ion,oxygenation index).The primary outcome measures included the time required for successful weaning from randomization to day 28(if the patient died or failed to wean successfully before day 28 after randomization,the time required for weaning was defined as 28 d),total mechanical ventilation time after randomization,total weaning success rate from randomization to day 28,total weaning-free time at 7,14,and 28 d after randomization,survival time at 28 d and 90 d after randomization,ICU length of stay,total hospital length of stay,and cumulative weaning success rate from randomization to day 28 in both groups.The secondary outcome measures included tracheotomy rate after randomization,ICU mortality rate,mortality rate at 28 d and 90 d after randomization,incidence of mechanical ventilation-related complications(ventilator-associated pneumonia,acute respiratory distress syndrome,pneumothorax,pleural effusion)during mechanical ventilation after randomization,and cumulative survival rate at 90 d after randomization.The human-machine coordination within 24 h after randomization was recorded in both groups including the number and index of ineffective triggering,false triggering,double triggering,premature switching from inspiration to expiration,delayed switching from inspiration to expiration,and triggering delay,as well as the total asynchrony index,with one record every 8 h,each record lasting for 1 min,for a total of 3 min.Results A total of 56 patients with severe cerebrovascular disease who had weaning difficulty from mechanical ventilation were included,with 28 patients in each of the PSV group and the NAVA group.There were no statistically significant differences between the two groups in terms of gender,age,main diagnosis,past medical history,body mass index,APACHE Ⅱ score,GCS score,types of difficult weaning,mechanical ventilation time before randomization,indicators before SBT implementation after randomization and after SBT before weaning(all P>0.05).(1)The time required for successful weaning from randomization to day 28(9.00[7.00,15.50]d vs.15.50[10.25,22.75]d)and total mechanical ventilation time after randomization(8.50[7.00,12.75]d vs.13.50[10.00,20.00]d)were both lower in the NAVA group than those in the PSV group(all P<0.05).The cumulative weaning success rate of the NAVA group was higher than that of the PSV group at 28 d after randomization(P=0.039),but there was no statistically significant difference in the total weaning success rate between the two groups from randomization to the day 28(92.9%[26/28]vs.85.7%[24/28],P=0.669).The NAVA group had longer periods without mechanical ventilation within 14 d(5.00[0.00,7.00]d vs.0.00[0.00,3.75]d)and within 28 d(18.00[9.25,20.75]d vs.10.50[0.25,17.75]d)after randomization compared with the PSV group(all P<0.05),but there was no statistically significant difference in the period without mechanical ventilation within 7 d after randomization between the two groups(P=0.159).The ICU stay of the NAVA group was shorter than that of the PSV group(9.00[6.25,16.75]d vs.14.00[10.25,22.50]d,P=0.015),but there were no statistically significant difference in the total hospital stay and survival time within 28 d and 90 d after randomization between the two groups(all P>0.05).(2)There was no statistically significant difference between the two groups in tracheotomy rate,ICU mortality rate,mortality rate at 28 d and 90 d after randomization,complications during mechanical ventilation after randomization,and cumulative survival rate at 90 d after randomization(all P>0.05).(3)In terms of human-machine coordination,the NAVA group had lower frequencies and indices of false triggering(frequency:0.00[0.00,0.00]time/min vs.0.00[0.00,0.58]time/min;index:0.00[0.00,0.00]vs.0.00[0.00,0.02]),ineffective triggering(frequency:0.00[0.00,0.33]time/min vs.1.00[0.33,2.17]time/min;index:0.00[0.00,0.02]vs.0.05[0.02,0.09]),premature switching(frequency:0.00[0.00,0.33]time/min vs.0.33[0.33,1.00]time/min;index:0.00[0.00,0.01]vs.0.02[0.02,0.05]),delayed switching(frequency:0.00[0.00,0.00]time/min rs.1.17[0.00,5.67]time/min;index:0.00[0.00,0.00]rs.0.06[0.00,0.29]),and delayed triggering(frequency:0.00[0.00,0.58]time/min vs.0.67[0.33,1.67]time/min;index:0.00[0.00,0.02]vs.0.05[0.02,0.10])compared with the PSV group(all P<0.01).The NAVA group had higher frequencies and indices of double triggering(frequency:1.17[0.33,2.00]time/min vs.0.00[0.00,0.00]time/min;index:0.06[0.02,0.11]vs.0.00[0.00,0.00];all P<0.01),but the total asynchrony index of the NAVA group was lower than that of the PSV group(0.08[0.04,0.14]vs.0.24[0.19,0.51],P<0.01).Conclusion The NAVA mode can shorten the weaning and mechanical ventilation time of patients with severe cerebrovascular disease who have weaning difficulty from mechanical ventilation,improve human-machine coordination,and has potential advantages in increasing the weaning success rate.
3.Application of TG-ROC analytical method in detection reagent quality evaluation
Jialiang DU ; You CHEN ; Jiamei GAO ; Yueyue LIU ; Yan LIU ; Xingliang FAN ; Qingchuan YU ; Niansheng TANG ; Tai GUO
International Journal of Laboratory Medicine 2016;37(17):2361-2363
Objective To compare the relationship between the enzyme‐linked immunosorbent assay(ELISA) reagent and West‐ern blot(WB) confirmation reagent for analyzing the quality lever of human T‐cell lymphotropic virus(HTLV) detection reagent . Methods The WB confirmation reagent was used to detect anti‐HTLV antibody in 156 human serum samples of ELISA prelimina‐ry screening positive .The ELISA cut‐off value(optimal value) was selected by using the two‐graph receiver operating characteristics (TG‐ROC) analytical method .The two‐by‐two table analysis was constructed to analyze the consistency of results detected by the two methods ,moreover the McNemar test was used to evaluate the consistency of detection results .The quality level of HTLV de‐tection reagent was comprehensively evaluated .Results Among 156 serum samples of ELISA preliminary screening positive ,only 40 samples were positive by the WB confirmation ,and other 116 samples were negative .The sensitivity and specificity of ELISA de‐tection reagent obtained by TG‐ROC analysis were 97 .5% and 45 .7% respectively ,the TG‐ROC test also indicated that the detec‐tion results had significant difference between ELISA and WB(P<0 .05) .By adjusting the cut‐off value ,the sensitivity and specific‐ity of ELISA were increased to 88 .8% (parametric method) .In the comparison of the parametric method and the non‐parametric method ,the obtained areas under the curve(AUC) was 0 .923 5(parametric method) ,their results were basically consistent .Conclu‐sion Although above results indicate that the detection results of ELISA reagent are different from those of WB ,but adjusting the cut off value can increase its sensitivity and specificity ,thus increases the reliability of diagnosis result .

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