Use of Delta Modified Search Out Severity (ΔM-SOS) Score for Early Detect Clinical Deterioration in Mechanically Ventilated Patients

2021 ◽  
Vol 104 (2) ◽  
pp. 219-224

Objective: To validate the Delta Modified Search Out Severity (ΔM-SOS) score, the predictive score for clinical deterioration in mechanically ventilated patients. Materials and Methods: The prospective observational study included respiratory failure patients who were admitted to the respiratory care unit (RCU) of Hatyai Hospital, a tertiary care hospital, between August 2019 and February 2020. The ΔM-SOS score, score change from previous, and maximum M-SOS score were obtained. The main outcomes were clinical deterioration such as need for resuscitation, transfer to ICU, CPR, or dead, and 28-day mortality. Results: Of the 158 enrolled patients, 54 (34%) patients developed clinical deterioration. The 28-day mortality was 33.5%. The area under the curve of the ΔM-SOS score and M-SOS were 0.78 (95% CI 0.71 to 0.86, p<0.001) and 0.85 (95% CI 0.78 to 0.92, p<0.001), respectively. The ΔM-SOS score at cut off 3 had sensitivity 68.5%, specificity 79.8%, positive predictive value (PPV) 63.8%, and negative predictive value (NPV) 83.0%, while the M-SOS score at a cut off score of 6 exhibited sensitivity 74.1%, specificity 83.6%, PPV 70.2%, NPV 84.1%. Conclusion: The ΔM-SOS score had a fair to good performance as a predictive score for clinical deterioration in mechanically ventilated patients. Keywords: Validate, Early warning score, Delta, Detect, Clinical deterioration, Mechanically ventilated patients

2020 ◽  
Vol 14 (1) ◽  
pp. 7-18
Author(s):  
Samuel Masih ◽  
Khairunnisa Aziz Dhamani ◽  
Sadia Farhan Khan

BackgroundSedation assessment and management is an essential part of critical care nursing. The patients are at significant risks of undersedation and oversedation. Critical care nurses must possess sufficient knowledge about sedation assessment and its management.AimThis study aimed to determine critical care nurses’ knowledge of sedation and its management in mechanically ventilated patients in Pakistan.MethodologyA cross-sectional descriptive study was conducted. The participants were recruited from three critical care units of a tertiary care hospital using a consecutive sampling technique. Data were collected using a self-administered questionnaire.FindingsIn total, 91 critical care nurses participated in this study. Most of them had less than 2 years of experience as registered nurses and as intensive care unit nurses. The majority of them had insufficient knowledge (poor knowledge 18.7% and fair knowledge 63.7%), whereas only 17.6% had good knowledge of sedation and its management. The average correct response rate for general knowledge of sedation management practices was 71.3%. Almost half of the participants (51.6%) had poor knowledge of assessing undersedation and oversedation. Overall, 67% of nurses had good knowledge of managing sedative drugs.ConclusionThe majority of critical nurses lacked sufficient knowledge related to sedation and its management in mechanically ventilated patients. This poses risks to patients’ safety and quality of care.


2020 ◽  
Vol 2020 ◽  
pp. 1-9 ◽  
Author(s):  
Yongpeng Xie ◽  
Suxia Liu ◽  
Hui Zheng ◽  
Lijuan Cao ◽  
Kexi Liu ◽  
...  

Objective. To identify the clinical correlations between plasma growth differentiation factor-15 (GDF-15), skeletal muscle function, and acute muscle wasting in ICU patients with mechanical ventilation. In addition, to investigate its diagnostic value for ICU-acquired weakness (ICU-AW) and its predictive value for 90-day survival in mechanically ventilated patients. Methods. 95 patients with acute respiratory failure, who required mechanical ventilation therapy, were randomly selected among hospitalized patients from June 2017 to January 2019. The plasma GDF-15 level was detected by ELISA, the rectus femoris cross-sectional area (RFcsa) was measured by ultrasound, and the patient’s muscle strength was assessed using the British Medical Research Council (MRC) muscle strength score on day 1, day 4, and day 7. Patients were divided into an ICU-AW group and a non-ICU-AW group according to their MRC-score on the 7th day. The differences in plasma GDF-15 level, MRC-score, and RFcsa between the two groups were compared on the 1st, 4th, and 7th day after being admitted to the ICU. Then, the correlations between plasma GDF-15 level, RFcsa loss, and MRC-score on day 7 were investigated. The receiver operating characteristic curve (ROC) was used to analyze the plasma GDF-15 level, RFcsa loss, and % decrease in RFcsa on the 7th day to the diagnosis of ICU-AW in mechanically ventilated patients. Moreover, the predictive value of GDF-15 on the 90-day survival status of patients was assessed using patient survival curves. Results. Based on whether the 7th day MRC-score was <48, 50 cases were included in the ICU-AW group and 45 cases in the non-ICU-AW group. The length of mechanical ventilation, ICU length of stay, and hospital length of stay were significantly longer in the ICU-AW group than in the non-ICU-AW group (all P<0.05), while the other baseline indicators were not statistically significant between the two groups. As the treatment time increased, the plasma GDF-15 level was significantly increased, the ICU-AW group demonstrated a significant decreasing trend in the MRC-score and RFcsa, while no significant changes were found in the non-ICU-AW group. In the ICU-AW group, the plasma GDF-15 level was significantly higher than that in the non-ICU-AW group, while the RFcsa and the MRC-score were significantly lower than those in the non-ICU-AW group (GDF-15 (pg/ml): 2542.44 ± 629.38 vs. 1542.86 ± 502.86; RFcsa (cm2): 2.04 ± 0.64 vs. 2.34 ± 0.61; MRC-score: 41.22 ± 3.42 vs. 51.42 ± 2.72, all P<0.001). The plasma GDF-15 level was significantly negatively correlated with the MRC-score (r = −0.60), while it was significantly positively correlated with the RFcsa loss (r = 0.18) and the % decrease in RFcsa (r = 0.16). Moreover, the RFcsa loss was significantly negatively correlated with the MRC-score (r = −0.27) (all P<0.001). The ROC curve analysis showed that plasma GDF-15 level, RFcsa loss, and % decrease in RFcsa on day 7 had predictive value for ICU-AW diagnosis in mechanically ventilated patients. More specifically, the area under the ROC curve (AUC) of GDF-15 was 0.904, the AUC of RFcsa loss was 0.873, and the AUC of % decrease in RFcsa was 0.886 (all P<0.001). The 90-day survival curve demonstrated that the survival rate of the high plasma GDF-15 level group was 54.00%, while that of the low plasma GDF-15 level group was 75.56%. The difference between the two groups was statistically significant (P<0.05). Conclusion. The plasma GDF-15 concentration level was significantly associated with skeletal muscle function and muscle wasting on day 7 in ICU patients with mechanical ventilation. Therefore, it can be concluded that the plasma GDF-15 level on the 7th day has a high diagnostic yield for ICU-acquired muscle weakness, and it can predict the 90-day survival status of ICU mechanically ventilated patients.


2010 ◽  
Vol 31 (1) ◽  
pp. 54-58 ◽  
Author(s):  
Kingsley N. Weaver ◽  
Roderick C. Jones ◽  
Rosemary Albright ◽  
Yolanda Thomas ◽  
Carlos H. Zambrano ◽  
...  

Objective.To describe an outbreak of infection associated with an infrequently implicated pathogen, Elizabethkingia meningoseptica, in an increasingly prominent setting for health care of severely ill patients, the long-term acute care hospital.Design.Outbreak investigation.Setting.Long-term acute care hospital with 55 patients, most of whom were mechanically ventilated.Methods.We defined a case as E. meningoseptica isolated from any patient specimen source from December 2007 through April 2008, conducted an investigation of case patients, obtained environmental specimens, and performed microbiologic testing.Results.Nineteen patients had E. meningoseptica infection, and 8 died. All case patients had been admitted with respiratory failure that required mechanical ventilation. Among the 8 individuals who died, the time from collection of the first specimen positive for E. meningoseptica to death ranged from 6 to 43 days (median, 16 days). Environmental sampling was performed on 106 surfaces; E. meningoseptica was isolated from only one swab. Three related pulsed-field gel electrophoresis patterns were identified in patient isolates; the environmental isolate yielded a fourth, unrelated pattern.Conclusion.Long-term acute care hospitals with mechanically ventilated patients could serve as an important transmission setting for E. meningoseptica. This multidrug-resistant bacterium could pose additional risk when patients are transferred between long-term acute care hospitals and acute care hospitals.


CHEST Journal ◽  
2014 ◽  
Vol 146 (4) ◽  
pp. 902A
Author(s):  
Jennifer Dixon ◽  
Michael Martinez ◽  
Frans van Wagenberg ◽  
Ying Fang ◽  
Cecilia Benz ◽  
...  

Author(s):  
Qian Chen ◽  
Junjun Zou ◽  
Beilei Zhang ◽  
Feifei Cui ◽  
Meifen Shen ◽  
...  

IntroductionReducing the extubation failure is vital to the early recovery of patients with mechanical ventilation(MV). We aimed to explore the predictive value of the change of intra-abdominal pressure(ΔIAP) before extubation on the extubation failure in MV patients.Material and methodsPatients undergone MV for more than 24 hours were selected. We used a urodynamic monitor to measure ΔIAP 30 minutes before extubation. The characteristics and prognosis of MV patients were analyzed. Receiver operating characteristic(ROC) curve was drawn to analyze the predictive value of ΔIAP for extubation failure.ResultsA total of 173 MV patients were included. The risks of extubation failure increased with the decrease of ΔIAP. The risk of extubation failure in ΔIAP≤21mmHg group was 5.7 times that of the ΔIAP≥38mmHg group (OR 5.7, 95%CI 1.5-22.0), the risk of extubation failure in ΔIAP 22~37 mmHg group was 3.8 times that of the ΔIAP≥38mmHg group (OR 3.8, 95%CI 1.0-15.3). The area under the curve (AUC) predicted by ΔIAP for extubation failure was 0.721, the cutoff value was 31mmHg with 82.8% sensitivity and 48.6% specificity. There were no significant differences in the duration of MV, length of ICU stay, and death in ICU of the three groups of patients (all P>0.05).ConclusionsThe ΔIAP has good reference value for predicting extubation failure, which is negatively correlated with the risk of extubation failure in patients with MV. For MV patients with ΔIAP≤31mmHg, they may have higher risk of extubation failure, early alert and interventions are highlighted for those patients.


2021 ◽  
Vol 2021 ◽  
pp. 1-7
Author(s):  
Daniela Loconsole ◽  
Francesca Centrone ◽  
Caterina Morcavallo ◽  
Silvia Campanella ◽  
Anna Sallustio ◽  
...  

Background. In emergency hospital settings, rapid diagnosis and isolation of SARS-CoV-2 patients are required. The aim of the study was to evaluate the performance of an antigen chemiluminescence enzymatic immunoassay (CLEIA) and compare it with that of Real-time Reverse transcription-Polymerase Chain Reaction (RT-qPCR), the gold standard assay, to assess its suitability as a rapid diagnostic method for managing patients in the emergency department (ED). Methods. Consecutive patients with no previous history of SARS-CoV-2 infection attending the ED of the Policlinico Hospital of Bari between 23rd October and 4th November 2020 were enrolled. Clinical and demographic data were collected for all patients. Nasopharyngeal swabs collected on admission were subjected both to molecular (RT-qPCR) and antigen (CLEIA) tests for SARS-CoV-2. The performance of the CLEIA antigen test was analyzed using R Studio software and Microsoft Excel. Receiver operating characteristics were also performed. Results. A total of 911 patients were enrolled, of whom 469 (51.5%) were male. Of the whole cohort, 23.7% tested positive for SARS-CoV-2 by RT-qPCR and 24.5% by CLEIA. The overall concordance rate was 96.8%. The sensitivity, specificity, positive predictive value, and negative predictive value of the antigen test were 94.9% (95% CI, 91.9–97.0), 97.4% (95% CI, 96.5–98.1), 91.9% (95% CI, 89.0–94.0), and 98.4% (95% CI, 97.4–99.1), respectively. The area under the curve (AUC) was 0.99. The kappa coefficient was 0.91. The overall positive and negative likelihood ratios were 37 (95% CI 23-58) and 0.05 (95% CI, 0.03–0.09), respectively. Conclusions. Data analysis demonstrated that the antigen test showed very good accuracy for discriminating SARS-CoV-2-infected patients from negative participants. The CLEIA is suitable for rapid clinical diagnosis of patients in hospital settings, particularly in EDs with a high prevalence of symptomatic patients and where a rapid turnaround time is critical. Timely and accurate testing for SARS-CoV-2 plays a crucial role in limiting the spread of the virus.


2021 ◽  
Vol Publish Ahead of Print ◽  
Author(s):  
Marina Saad ◽  
Franco A. Laghi ◽  
John Brofman ◽  
Nidhi S. Undevia ◽  
Hameeda Shaikh

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