General Intensive Care Unit Population Research Articles

Nutrition therapy in critically ill patients with severe acute pancreatitis.

A significant proportion of patients (10%-20%) with acute pancreatitis develop severe acute pancreatitis characterized by pancreatic necrosis, systemic inflammation, and organ failure, commonly requiring intensive care unit (ICU) admission. In this specific population, nutrition therapy is more challenging than that in the general ICU population, primarily because of inevitable gastrointestinal involvement by pancreatic inflammation. In this review, we discussed several key aspects of nutrition therapy in this population, including key pathophysiology that may impede nutrition therapy, the timing and implementation of enteral nutrition and parenteral nutrition, the importance of specific nutrient supplements, and the long-term outcomes that may be addressed by nutrition therapy.

Survey on Nutrition in Neurological Intensive Care Units (SONNIC)-A Cross-Sectional Survey among German-Speaking Neurointensivists on Medical Nutritional Therapy.

Medical nutritional therapy (MNT) in neurointensive care units (NICUs) is both particularly relevant and challenging due to prolonged analgosedation, immobilization, disorders of consciousness, and the high prevalence of dysphagia. Moreover, current guideline recommendations predominantly address the general intensive care unit (ICU) population, overlooking specific characteristics of neurological patients. We, therefore, conducted a web-based, cross-sectional survey for German-speaking neurointensivists mapping the clinical practices of MNT on NICUs to identify research gaps and common grounds for future clinical trials. A total of 25.9% (56/216) NICU representatives responded to our questionnaire. A total of 78.2% (43/55) were neurologist and 63% (34/54) held a leadership role. Overall, 80.4% (41/51) had established a standard operating procedure (SOP), largely based on the DGEM-Guideline (53.7%; 22/41), followed by the ESPEN-Guideline (14.6%; 6/41). Upon admission, 36% (18/50) conducted a risk stratification, with 83.3% primarily relying on past medical history (15/18) and clinical gestalt (15/18). Energy expenditure (EE) was measured or calculated by 75% (36/48), with 72.2% (26/36) using pragmatic weight-based equations. Indirect calorimetry was used by 19.4% (7/36). A total of 83.3% (30/36) used the patient's serum glucose level as the primary biomarker to monitor metabolic tolerance. SOPs regarding ICU-Acquired Weakness (ICUAW) were found in 8.9% (4/45) of respondents. Overall, guideline adherence was 47%. In summary, this is, to the best of our knowledge, the first study systematically describing the currently applied concepts of MNT on NICUs. The data reveal great variations in the implementation of guideline recommendations, indicating the need for further research and tailored approaches to optimize nutritional therapy in neurointensive care settings.

Explainable Artificial Intelligence Warning Model Using an Ensemble Approach for In-Hospital Cardiac Arrest Prediction: Retrospective Cohort Study.

Cardiac arrest (CA) is the leading cause of death in critically ill patients. Clinical research has shown that early identification of CA reduces mortality. Algorithms capable of predicting CA with high sensitivity have been developed using multivariate time series data. However, these algorithms suffer from a high rate of false alarms, and their results are not clinically interpretable. We propose an ensemble approach using multiresolution statistical features and cosine similarity-based features for the timely prediction of CA. Furthermore, this approach provides clinically interpretable results that can be adopted by clinicians. Patients were retrospectively analyzed using data from the Medical Information Mart for Intensive Care-IV database and the eICU Collaborative Research Database. Based on the multivariate vital signs of a 24-hour time window for adults diagnosed with heart failure, we extracted multiresolution statistical and cosine similarity-based features. These features were used to construct and develop gradient boosting decision trees. Therefore, we adopted cost-sensitive learning as a solution. Then, 10-fold cross-validation was performed to check the consistency of the model performance, and the Shapley additive explanation algorithm was used to capture the overall interpretability of the proposed model. Next, external validation using the eICU Collaborative Research Database was performed to check the generalization ability. The proposed method yielded an overall area under the receiver operating characteristic curve (AUROC) of 0.86 and area under the precision-recall curve (AUPRC) of 0.58. In terms of the timely prediction of CA, the proposed model achieved an AUROC above 0.80 for predicting CA events up to 6 hours in advance. The proposed method simultaneously improved precision and sensitivity to increase the AUPRC, which reduced the number of false alarms while maintaining high sensitivity. This result indicates that the predictive performance of the proposed model is superior to the performances of the models reported in previous studies. Next, we demonstrated the effect of feature importance on the clinical interpretability of the proposed method and inferred the effect between the non-CA and CA groups. Finally, external validation was performed using the eICU Collaborative Research Database, and an AUROC of 0.74 and AUPRC of 0.44 were obtained in a general intensive care unit population. The proposed framework can provide clinicians with more accurate CA prediction results and reduce false alarm rates through internal and external validation. In addition, clinically interpretable prediction results can facilitate clinician understanding. Furthermore, the similarity of vital sign changes can provide insights into temporal pattern changes in CA prediction in patients with heart failure-related diagnoses. Therefore, our system is sufficiently feasible for routine clinical use. In addition, regarding the proposed CA prediction system, a clinically mature application has been developed and verified in the future digital health field.

Quality of Life After Intensive Care Unit Admittance for Necrotizing Soft Tissue Infections Is Deemed Acceptable for Patients.

Background: Because mortality and amputation rates are declining for necrotizing soft tissue infections (NSTIs), this study aimed to assesses the self-reported one-year quality of life (QoL) of severely ill patients with NSTI who survived beyond the intensive care unit (ICU). Patients and Methods: A retrospective cohort study of patients with NSTI admitted to the ICU between 2010 and 2019 was conducted. A year after ICU discharge, QoL was assessed using the three-level EuroQol five-dimensions (EQ-5D-3L) questionnaire, Impact of Event Scale-Revised (IES-R) questionnaires, and pain scales. Furthermore, willingness to undergo ICU admission again if needed was reviewed. Results: Twenty-nine (of 38) patients with NSTI survived their hospitalization (76%). During the one-year follow-up, three patients died (8%; one-year survival 68%). Nineteen patients filled out the questionnaires (73%). The median EQ-5D-3L index score was 0.775 (interquartile range [IQR], 0.687-0.843). The domains reported most to cause impairment were "usual activity" and "pain/discomfort." Patients had a median pain score of five (of 10; IQR, 1-6) and two patients (15%; of 13) scored "clinical concern for PTSD.". Eighty-five percent of the patients would undergo the ICU treatment again if needed. Conclusions: The one-year QoL of ICU-admitted patients with NSTI varies widely, however, the overall QoL and one-year survival was similar to other ICU patients who underwent acute surgery and the QoL was slightly lower than the general ICU population. Most patients experience problems with daily activity and pain, but this does not mean that patients with NSTI automatically had poor self-reported quality of life or unwillingness to undergo ICU treatment again if needed.

Characteristics and outcome of critically ill patients with systemic rheumatic diseases referred to the intensive care unit

ObjectivesPatients with systemic rheumatic diseases (SRDs) are at risk of admission to the intensive care unit (ICU). Data concerning these critically ill patients are limited to few retrospective studies.MethodsThis is...

Intensive care management of acute-on-chronic liver failure.

Acute-on-chronic liver failure (ACLF) is a clinical syndrome defined by an acute deterioration of the liver function associated with extrahepatic organ failures requiring intensive care support and associated with a high short-term mortality. ACLF has emerged as a major cause of mortality in patients with cirrhosis and chronic liver disease. ACLF has a unique pathophysiology in which systemic inflammation plays a key role; this provides the basis of novel therapies, several of which are now in clinical trials. Intensive care unit (ICU) therapy parallels that applied in the general ICU population in some organ failures but has peculiar differential characteristics in others. Critical care management strategies and the option of liver transplantation (LT) should be balanced with futility considerations in those with a poor prognosis. Nowadays, LT is the only life-saving treatment that can radically improve the long-term prognosis of patients with ACLF. This narrative review will provide insights on the current understanding of ACLF with emphasis on intensive care management.

Sedation and Analgesia for Toxic Epidermal Necrolysis in the Intensive Care Unit: Few Certainties, Many Questions Ahead.

Toxic epidermal necrolysis (TEN) is a rare, acute mucocutaneous life-threatening disease. Although research has focused on the pathophysiological and therapeutic aspects of the disease, there is a paucity of data in the literature regarding pain management and sedation in the intensive care unit (ICU). Most therapies have been extrapolated from other situations and/or the general ICU population. These patients present unique challenges during the progression of the disease and could end up requiring invasive mechanical ventilation due to inadequate pain management, which is potentially avoidable through a comprehensive treatment approach. In this review, we will present clinical and pathophysiological aspects of TEN, analyze pain pathways and relevant pharmacology, and propose therapeutic alternatives based on a rational and multimodal approach.

Hospital-acquired venous thromboembolism during invasive mechanical ventilation in children: a single-center, retrospective cohort study

BackgroundInvasive mechanical ventilation (IMV) has been independently associated with hospital-acquired venous thromboembolism (HA-VTE) among critically ill children, including extremity deep venous thrombosis and pulmonary embolism. ObjectivesWe aimed to characterize the frequency and timing of HA-VTE following IMV exposure. MethodsThis was a single-center, retrospective cohort study including children aged <18 years, hospitalized in a pediatric intensive care unit, undergoing mechanical ventilation for >24 hours from October 2020 through April 2022. Encounters with an existing tracheostomy or receiving treatment for HA-VTE prior to endotracheal intubation were excluded. The primary outcomes characterized clinically-relevant HA-VTE, including timing after intubation, location, and the presence of known hypercoagulability risk factors. Secondary outcomes were IMV exposure magnitude, defined by IMV duration and ventilator parameters (ie, volumetric, barometric, and oxygenation indices). ResultsOf 170 consecutive, eligible encounters, 18 (10.6%) experienced HA-VTE at a median of 4 days (IQR, 1.4-6.4) following endotracheal intubation. Those with HA-VTE had an increased frequency of a prior venous thromboembolism (27.8% vs 8.6%, P = .027). No differences in frequency of other HA-VTE risk factors (ie, acute immobility, hematologic malignancy, sepsis, and COVID-19–related illness), presence of a concurrent central venous catheter, or the magnitude of IMV exposure were noted. ConclusionChildren undergoing IMV experience HA-VTE at markedly higher rates than previously estimated in the general pediatric intensive care unit population after endotracheal intubation. While prospective validation is needed, these findings are an important step toward informing the development of risk-stratified thromboprophylaxis trials in critically ill children.

Vasoactive Inotropic Score compared to the sequential organ failure assessment cardiovascular score in intensive care.

The cardiovascular component of the sequential organ failure assessment (cvSOFA) score may be outdated because of changes in intensive care. Vasoactive Inotropic Score (VIS) represents the weighted sum of vasoactive and inotropic drugs. We investigated the association of VIS with mortality in the general intensive care unit (ICU) population and studied whether replacing cvSOFA with a VIS-based score improves the accuracy of the SOFA score as a predictor of mortality. We studied the association of VIS during the first 24 h after ICU admission with 30-day mortality in a retrospective study on adult medical and non-cardiac emergency surgical patients admitted to Kuopio University Hospital ICU, Finland, in 2013-2019. We determined the area under the receiver operating characteristic curve (AUROC) for the original SOFA and for SOFAVISmax , where cvSOFA was replaced with maximum VIS (VISmax ) categories. Of 8079 patients, 1107 (13%) died within 30 days. Mortality increased with increasing VISmax . AUROC was 0.813 (95% confidence interval [CI], 0.800-0.825) for original SOFA and 0.822 (95% CI: 0.810-0.834) for SOFAVISmax , p < .001. Mortality increased consistently with increasing VISmax . Replacing cvSOFA with VISmax improved the predictive accuracy of the SOFA score.

RWMAs in critically ill patients with non-obstructed coronary arteries.

Left ventricular (LV) dysfunction is estimated to occur in 10%-25% of the general intensive care unit (ICU) population and is frequently seen as regional wall motion abnormalities (RWMAs). Although RWMA is mostly attributed to myocardial ischemia or infarction, some studies have suggested that nonischemic RWMA might also be prevalent. We sought to establish that RWMA can be seen in critically ill patients with normal coronary arteries and to explore reasons for RWMA in this population. In this retrospective study, data from the hospital angiography register and the ICU register were collated between 2012 and 2019. Patients were identified who underwent angiography in conjunction with their ICU stay and had RWMA on echocardiography. Patients were divided into either those with non-obstructed or those with obstructed coronary arteries. Cardiac magnetic resonance imaging (cMRI) examinations were reviewed if they had been performed on patients with non-obstructed coronaries. We identified 53 patients with RWMA and non-obstructed coronary arteries and 204 patients with RWMA and obstructed coronary arteries. Patients with non-obstructed coronary arteries were more often female, younger, and had fewer cardiovascular risk factors. They less commonly had ST elevation, but more frequently had T-wave inversion or serious arrhythmias. Troponin levels were higher in patients with obstructed coronary arteries, but NT-proBNP was similar between the groups. There were no differences in risk-adjusted 90-day mortality between patients with non-obstructed versus obstructed coronary arteries (OR 1.21, [95% CI 0.56-2.64], p= .628). In those with non-obstructed coronary arteries, follow-up echocardiography was available for 38 patients, of whom 30 showed normalization of cardiac function. Of the 14 patients with non-obstructed coronary arteries on whom cMRI was performed, 7 had a tentative diagnosis of Takotsubo syndrome or myocardial stunning; 4 had a myocardial infarction (preexisting in 3 cases); 1 patient had acute myocarditis; 1 patient had post-myocarditis; and 1 patient was diagnosed with dilated cardiomyopathy. RWMA can be seen to occur in critically ill patients in the absence of coronary artery obstruction. Several conditions can cause regional hypokinesia, and cMRI is useful to evaluate the underlying etiology.

Neonatal Intensive Care Unit Mixed Lipid Emulsion Use Associated With Reduced Cholestasis at Discharge in Surgical Patients

IntroductionParenteral nutrition associated cholestasis (PNAC) is a common morbidity in neonates requiring total parenteral nutrition (TPN). Previous studies in infants with intestinal failure have shown a benefit of mixed lipid emulsion (MLE) in reducing PNAC. It is not known whether this benefit extends to a general neonatal intensive care unit (NICU) population, where MLE is used on a selective basis. The objective of this study is to examine associations between MLE use and PNAC rate in the general NICU setting. MethodsThis is a retrospective review of NICU patients who received TPN for 7 or more days. We compared patients born between 1/1/2014 and 12/31/2015 (pre-MLE) to patients born between 7/1/2017 and 12/31/2018 (post-MLE). Fisher's exact test and two-sample t-test were used to compare the two groups. ResultsThere were 353 patients in 2014-2015 and 271 patients in 2017-2018. Demographics were similar between the two groups, but there were more patients with congenital heart disease in the MLE era (P < 0.001). Mortality was similar (6.2% pre-MLE versus 6.3% post-MLE). There was no significant difference in PNAC rate between the pre-MLE (11.5%) and post-MLE (14.1%) patient cohorts (P = 0.342). Among patients receiving MLE (n = 38), 58% developed PNAC, while only 6.4% of the post-MLE cohort not receiving MLE developed PNAC. Of the patients coded with a surgical diagnosis, there was no significant difference in PNAC rates between pre-MLE and post-MLE groups. Discharge rates of PNAC did differ between pre-MLE surgical patients (13.0%) and post-MLE surgical patients (8.2%). In the subgroup of post-MLE surgical patients, PNAC rate differed significantly between those receiving MLE (43.5%) and not receiving MLE (15.4%). However, this difference was resolved by discharge (8.7% versus 7.7%). ConclusionsThere were no significant differences in PNAC rates between the pre-MLE and post-MLE cohorts. However, in surgical patients, MLE was associated with reduced PNAC at discharge, with levels equivalent to those seen in neonates receiving TPN for 7 or more days, despite having a higher starting rate of PNAC. Further studies are needed to determine whether the general NICU population may benefit from MLE or certain selective subpopulations like surgical patients.

A simple mortality prediction model for sepsis patients in intensive care.

Sepsis is common in the intensive care unit (ICU). Two of the ICU's most widely used mortality prediction models are the Simplified Acute Physiology Score 3 (SAPS-3) and the Sequential Organ Failure Assessment (SOFA) score. We aimed to assess the mortality prediction performance of SAPS-3 and SOFA upon ICU admission for sepsis and find a simpler mortality prediction model for these patients to be used in clinical practice and when conducting studies. A retrospective study of adult patients fulfilling the Sepsis-3 criteria admitted to four general ICUs was performed. A simple prognostic model was created using backward stepwise multivariate logistic regression. The area under the curve (AUC) of SAPS-3, SOFA and the simple model was assessed. One thousand nine hundred eighty four admissions were included. A simple six-parameter model consisting of age, immunosuppression, Glasgow Coma Scale, body temperature, C-reactive protein and bilirubin had an AUC of 0.72 (95% confidence interval (CI) 0.69-0.75) for 30-day mortality, which was non-inferior to SAPS-3 (AUC 0.75, 95% CI 0.72-0.77) (p = 0.071). SOFA had an AUC of 0.67 (95% CI 0.64-0.70) and was inferior to SAPS-3 (p < 0.001) and our simple model (p = 0.0019). SAPS-3 has a lower prognostic value in sepsis than in the general ICU population. SOFA performs less well than SAPS-3. Our simple six-parameter model predicts mortality just as well as SAPS-3 upon ICU admission for sepsis, allowing the design of simple studies and performance monitoring.

The relationship between ventilatory ratio (VR) and 28-day hospital mortality by restricted cubic splines (RCS) in 14,328 mechanically ventilated ICU patients

BackgroundPrevious studies found that high levels of ventilatory ratio (VR) were associated with a poor prognosis due to worse ventilatory efficiency in acute respiratory distress syndrome patients. However, relatively few large studies have assessed the association between VR and intensive care unit (ICU) mortality in the general adult ventilated population.MethodsThe present study is a retrospective cohort study. Patients mechanically ventilated for more than 12 h were included. VR was calculated based on a previously reported formula. Restricted cubic spline models were used to fit the relationship between VR and mortality risks.ResultsA total of 14,328 mechanically ventilated ICU patients were included in the study, of which 1311 died within 28 days. The results of the study are as follows: (1) In the general adult ventilated population, VR was positively associated with 28-day mortality when VR ≥ 1.3 (increase of 0.1 per VR; HR 1.05, p < 0.001). The same tendency was also observed in the populations of severe hypoxemia with a PaO2/FiO2 (P/F) ratio < 200 mmHg. (2) However, in the population with a P/F ratio ≥ 200, a J-shaped dose–response association between VR and the risk of mortality was observed, with the risk of death positively associated with VR when VR ≥ 0.9 (10% increase in HR for every 0.1 increase in VR, p = 0.000) but negatively associated with VR when VR < 0.9 (10% decrease in HR for every 0.1 increase in VR, p = 0.034). In the population of P/F ratio ≥ 200 with VR less than 0.9, compared to the survival group, the nonsurvival group had a lower level PCO2 (33 mmHg [29.1, 37.9] vs. 34.4 mmHg [30.6, 38.5]), rather than a significant level of measured minute ventilation or P/F ratio.ConclusionsVR was positively associated with the risk of death in the general ICU population; however, VR was inversely associated with 28-day mortality in the population with a P/F ratio ≥ 200 and low VR . Further research should investigate this relationship, and VR should be interpreted with caution in clinical practice.

Incidence of venous thromboembolic events not related to vascular catheters in a prospective cohort of critically ill children

The risk for venous thromboembolism (VTE) is considered to be low in the general paediatric intensive care unit (PICU) population, and pharmacological thromboprophylaxis is not routinely used. PICU patients considered at high-risk of VTE could possibly benefit from pharmacological thromboprophylaxis, but the incidence of VTE in this group of patients is unclear. This was an observational, prospective study at a tertiary multi-disciplinary paediatric hospital. We used comprehensive ultrasonography screening for VTE in critically ill children with multiple risk factors for VTE. Patients admitted to PICU ≥ 72 h and with ≥ two risk factors for VTE were included. Patients receiving pharmacological thromboprophylaxis during their entire PICU stay were excluded. The primary outcome of the study was VTEs not related to the use of a CVC. Ultrasonography screening of the great veins was performed at PICU discharge. Seventy patients with median (interquartile range) 3 (2–4) risk factors for VTE were evaluated. Median age was 0.3 years (0.03–4.3) and median PICU length of stay 9 days (5–17). Regarding the primary outcome, no symptomatic VTEs occurred and no asymptomatic VTEs were found on ultrasonography screening, resulting in an incidence of VTEs not related to a vascular catheter of 0% (95% CI: 0–5.1%).Conclusion: Our results indicate that VTEs not related to a vascular catheter are a rare event even in a selected group of severely ill small children considered to be at high risk of VTE.What is Known:• Children in the PICU often have several risk factors for venous thromboembolism (VTE).• The incidence of VTE in PICU patients is highly uncertain, and there are no evidence-based guidelines regarding VTE prophylaxis.What is New:• This study found an incidence of VTEs not related to a vascular catheter of 0% (95% CI: 0–5.1%).• This indicates that such VTE events are rare even in PICU patients with multiple risk factors for VTE.

Iatrogenic dehydration drives organic osmolyte production in critical COVID‐19

Fluid removal with concomitant dehydration is a common treatment strategy in acute respiratory distress syndrome (ARDS). We have previously shown that iatrogenic dehydration during treatment in the intensive care unit (ICU) is associated with a shift to organic osmolyte production in the general ICU population. In this study we investigate the development of estimated osmolality (eOSM = 2Na+2K+glucose+urea) over time in ICU, as well as the relationship between the major osmolytes and eOSM. The study includes 370 COVID‐19 patients admitted to the ICU at Uppsala University Hospital between March 13. 2020 and June 11. 2021. Complete data was available for 176 of these patients, which were used for the analysis. The results show that eOSM increases with time spent in ICU (R2 = 0.75, P<0.001), which indicates iatrogenic dehydration. Further, increasing eOSM is correlated with increasing role of urea as an osmolyte (R2 = 0.6, P<0.001), while the role of sodium and potassium are inversely correlated to eOSM. This is consistent with the aestivation response where dehydration with increased osmolality drives production of organic osmolytes through gluconeogenesis and urea synthesis. Interestingly, glucose shows a weak negative correlation to eOSM (R2 = 0.01, P<0.01), which we interpret as a sign of iatrogenic control using insulin treatment. Acute Kidney Injury with reduced kidney function is an alternative explanation for increasing urea concentration. However, although there is a correlation between urea and the GFR‐markers creatinine and cystatin‐C the effect size cannot explain more than part of the association. In conclusion, iatrogenic dehydration causes an aestivation response in critical COVID‐19 where urea plays an increasing role as an osmolyte with increasing total osmolality.

Undocumented migrants in French intensive care units in 2011-2018: retrospective nationwide study.

Whether undocumented migrants admitted to intensive care units (ICUs) have specific features is unknown. We aimed to determine the features and outcomes of undocumented migrants admitted to French ICUs. We retrospectively included all undocumented adult migrants admitted in 2011-2018 and compared them to the general ICU population. We also compared these two groups matched on age, sex, severity, comorbidities, reason for ICU admission and public/private hospital. We identified 14,554 ICU stays, with an increase from 2 to 4‰ of all ICU admissions over time. Shock (16.7%), post-operative care (13.8%), and trauma (10.5%) were the main reasons for ICU admission. Compared to general ICU patients, migrants were younger and had greater disease severity. After adjustment on age and sex, the following were more common in migrants: shock (OR 1.2 [1.14-1.25]; P < 0.0001), infections (1.48 [1.38-1.54]; P < 0.001), acute respiratory failure (1.09 [1.03-1.15]; P = 0.006), acute kidney injury (1.12 [1.05-1.19]; P < 0.001), obstetric events (1.53 [1.66-1.81]; P < 0.0001), and neurological deficits (1.19 [1.12-1.27]; P < 0.0001). In the matched study, migrants more often required vasopressors, mechanical ventilation, and renal replacement therapy; had longer ICU stays (median 4 [2-8] vs. 4 [2-7]days; P < 0.0001) and hospital stays (10 [5-20] vs. 8 [4-15]; P < 0.0001) and had higher hospital costs (14.2 ± 23.6 vs. 13.4 ± 11.5K€; P < 0.0001). Hospital mortality was similar (6.7% vs. 6.6%; P = 0.69). Admissions of undocumented migrants to French ICUs doubled from 2011 to 2018. The patients were younger and, although sicker, achieved similar outcomes to those in general ICU patients.

Epidemiology of ventilator-associated pneumonia in ICU COVID-19 patients: an alarming high rate of multidrug-resistant bacteria

BackgroundCOVID‑19 is a novel cause of acute respiratory distress syndrome (ARDS) that leads patients to intensive care unit (ICU) admission requiring invasive ventilation, who consequently are at risk of developing of ventilator‑associated pneumonia (VAP). The aim of this study was to assess the incidence, antimicrobial resistance, risk factors, and outcome of VAP in ICU COVID-19 patients in invasive mechanical ventilation (MV).MethodsObservational prospective study including adult ICU admissions between January 1, 2021, and June 31, 2021, with confirmed COVID-19 diagnosis were recorded daily, including demographics, medical history, ICU clinical data, etiology of VAPs, and the outcome. The diagnosis of VAP was based on multi-criteria decision analysis which included a combination of radiological, clinical, and microbiological criteria in ICU patients in MV for at least 48 h.ResultsTwo hundred eighty-four COVID-19 patients in MV were admitted in ICU. Ninety-four patients (33%) had VAP during the ICU stay, of which 85 had a single episode of VAP and 9 multiple episodes. The median time of onset of VAP from intubation were 8 days (IQR, 5–13). The overall incidence of VAP was of 13.48 episodes per 1000 days in MV. The main etiological agent was Pseudomonas aeruginosa (39.8% of all VAPs) followed by Klebsiella spp. (16.5%); of them, 41.4% and 17.6% were carbapenem resistant, respectively. Patients during the mechanical ventilation in orotracheal intubation (OTI) had a higher incidence than those in tracheostomy, 16.46 and 9.8 episodes per 1000-MV day, respectively. An increased risk of VAP was reported in patients receiving blood transfusion (OR 2.13, 95% CI 1.26–3.59, p = 0.005) or therapy with Tocilizumab/Sarilumab (OR 2.08, 95% CI 1.12–3.84, p = 0.02). The pronation and PaO2/FiO2 ratio at ICU admission were not significantly associated with the development of VAPs. Furthermore, VAP episodes did not increase the risk of death in ICU COVID-19 patients.ConclusionsCOVID-19 patients have a higher incidence of VAP compared to the general ICU population, but it is similar to that of ICU ARDS patients in the pre-COVID-19 period. Interleukin-6 inhibitors and blood transfusions may increase the risk of VAP. The widespread use of empirical antibiotics in these patients should be avoided to reduce the selecting pressure on the growth of multidrug-resistant bacteria by implementing infection control measures and antimicrobial stewardship programs even before ICU admission.

Transfusion practice in the bleeding critically ill: An international online survey-The TRACE-2 survey.

BackgroundTransfusion is very common in the intensive care unit (ICU), but practice is highly variable, as has recently been shown in non‐bleeding critically ill patients practices survey. Bleeding patients in ICU require different blood products across a range of specific patient categories. We hypothesize that a large variety in transfusion practice exists in bleeding patients.Study design and methodsAn international online survey was performed among physicians working in the ICU. Transfusion practice in massively and non‐massively bleeding patients was examined, including transfusion ratios, thresholds, and the presence of transfusion guidelines.ResultsSix hundred eleven respondents filled in the survey of which 401 could be analyzed, representing 64 countries. Among the respondents, 52% had a massive transfusion protocol (MTP) available at their ICU. In massively bleeding patients, 46% of the respondents used fixed transfusion component ratios. Of those who used fixed blood ratios, the 1:1:1 ratio (red blood cell [RBC] concentrates: plasma: platelet concentrates) was most commonly used (33%). The presence of an MTP was associated with a more frequent use of fixed ratios (p < .001). For RBC transfusion in the general non‐massively bleeding ICU population, a hemoglobin (Hb) threshold of 7.0[7.0–7.3] g/dl was reported. In the general ICU population, a platelet count threshold of 50[26–50] × 109/L was applied.DiscussionHalf of the centers had no massive transfusion protocol available. Transfusion practice in massively bleeding critically ill patients is highly variable and driven by the presence of an MTP. In the general non‐massively bleeding ICU population restrictive transfusion triggers were chosen.

Short- and Long-Term Mortality Prediction in Critically Ill Cancer Patients Admitted to the Intensive Care Unit (CanICU) Using Machine Learning

Background: Although cancer patients are increasingly admitted to the intensive care unit (ICU) for cancer- or treatment-related complications, improved mortality prediction remains a big challenge. Current prognostic models for a general ICU population underestimate the mortality risk in cancer patients. Methods: We developed CanICU, a machine learning-based 28-day and 1-year mortality prediction program in adult cancer patients admitted to ICU from Medical Information Mart for Intensive Care (MIMIC) database in the USA (n=766), Yonsei Cancer Center (YCC, n=3,571), and Samsung Medical Center in Korea (SMC, n=2,563). We constructed the classifier and compared it with a general prognostic model. Findings: A total of 6,900 patients were included, with a 28-day mortality of 10.2%/12.7%/36.6% and 1-year mortality of 30.0%/31.4%/58.5% in the MIMIC, YCC, and SMC cohort, respectively. Nine clinical and laboratory factors were used to construct the classifier using a random forest machine-learning algorithm. CanICU had the area under the receiver operating characteristic (AUROC) of 0.95 (95% CI 0.93-0.97) for 28-day and 0.79 (95% CI 0.76-0.82) for 1-year mortality, showing better performance than a current prognostic model (Sequential Organ Failure Assessment [SOFA], 0.77 [95% CI 0.72-0.81] for 28-day and 0.67 [95% CI 0.64-0.70] for 1-year mortality). Application of CanICU in external data sets across the countries yielded better AUROC for 28-day mortality than SOFA (95% CI, 0.75-0.80 vs. 0.57-0.63 with SOFA in SMC; 95% CI, 0.72-0.79 vs. 0.64-0.72 with SOFA in MIMIC). Interpretation: CanICU offers improved performance for predicting short- and long-term mortality in critically ill cancer patients admitted to ICU. A user-friendly online implementation is available and should be valuable for better mortality risk stratification. This might help physicians to determine to allocate ICU care for patients with cancer. Funding Information: This study was supported in part by the National Research Foundation of Korea (NRF) grant funded by the Korean government (MSIT) (No. 2019R1C1C1006709, 018R1A5A2025079, 2020M3F7A1094093), a grant from the Korea Health Technology R&D Project through the Korea Health Industry Development Institute (KHIDI), funded by the Ministry of Health & Welfare, the Republic of Korea (No. KHIDIHI19C1015010020), and was also supported by the ational R&D Program for Cancer Control through the National Cancer Center (NCC) funded by the Ministry of Health & Welfare, Republic of Korea (HA21C0065). Declaration of Interests: The authors have no potential conflicts of interest to disclose. Ethics Approval Statement: The institutional review boards of all participating hospitals approved this study and waived the requirement for informed consent because of the observational nature of the research. All patient records and data were anonymized and de-identified before analysis.

Evaluation of Severity of Illness Scores in the Pediatric ECMO Population.

Though commonly used for adjustment of risk, severity of illness and mortality risk prediction scores, based on the first 24 h of intensive care unit (ICU) admission, have not been validated in the pediatric extracorporeal membrane oxygenation (ECMO) population. We aimed to determine the association of Pediatric Index of Mortality 2 (PIM2), Pediatric Risk of Mortality Score III (PRISM III) and Pediatric Logistic Organ Dysfunction (PELOD) scores with mortality in pediatric patients on ECMO. This was a retrospective cohort study of children ≤18 years of age included in the Pediatric ECMO Outcomes Registry (PEDECOR) from 2014 to 2018. Logistic regression and Receiver Operating Characteristics (ROC) curves were used to calculate the area under the curve (AUC) to evaluate association of mortality with the scores. Of the 655 cases, 289 (44.1%) did not survive until hospital discharge. AUCs for PIM2, PRISM III, and PELOD predicting mortality were 0.52, 0.52, and 0.51 respectively. PIM2, PRISM III, and PELOD scores are not associated with odds of mortality for pediatric patients receiving ECMO. These scores for a general pediatric ICU population should not be used for prognostication or risk stratification of a select population such as ECMO patients.