Sign in to use this feature.

Years

Between: -

Subjects

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Journals

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Article Types

Countries / Regions

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Search Results (641)

Search Parameters:
Keywords = ICU length of stay

Order results
Result details
Results per page
Select all
Export citation of selected articles as:
20 pages, 682 KB  
Review
Chloremia Disturbances in Critical Care: A Narrative Review of Pathophysiology, Clinical Impact and Management Strategies
by Nicola Sinatra, Giuseppe Cuttone, Tarek Senussi Testa, Luigi La Via, Francesca Maria Rubulotta, Maurizio Giuseppe Abrignani, Carmelo Zumbino, Giuseppe Mulè, Giulio Geraci and Caterina Carollo
Life 2026, 16(1), 151; https://doi.org/10.3390/life16010151 - 16 Jan 2026
Abstract
Chloride, the leading extracellular anion, plays a crucial role in acid-base balance, fluid homeostasis, and neuromuscular function. Despite historical underrecognition, emerging evidence demonstrates significant associations between chloremia disturbances and critical care outcomes. This paper aims to narratively review the pathophysiology, clinical features, and [...] Read more.
Chloride, the leading extracellular anion, plays a crucial role in acid-base balance, fluid homeostasis, and neuromuscular function. Despite historical underrecognition, emerging evidence demonstrates significant associations between chloremia disturbances and critical care outcomes. This paper aims to narratively review the pathophysiology, clinical features, and management strategies of chloremia disturbances in critically ill patients. Chloremia disturbances are common in ICU patients, with both hypochloremia (<96 mEq/L) and hyperchloremia (>106 mEq/L) independently associated with increased mortality, prolonged ICU length of stay, and organ dysfunction. In sepsis, chloride levels exhibit a prognostic value, with threshold effects around 105 mEq/L. Hyperchloremia particularly increases acute kidney injury risk, while hypochloremia correlates with prolonged mechanical ventilation. The choice of resuscitation fluids significantly influences clinical outcomes, with balanced crystalloids potentially reducing adverse events if compared to normal saline solutions. Recent large-scale trials demonstrate lower rates of major adverse kidney events with chloride-restrictive strategies. Optimal management requires careful patient monitoring along with acid-base assessment. Treatment approaches must identify underlying causes to avoid complications. Prevention strategies include protocol-based fluid therapy, medication selection consideration, and early intervention in high-risk patients. Emerging technologies, including continuous monitoring systems and machine learning algorithms, offer promising advances for predicting and managing chloride disturbances. Full article
Show Figures

Figure 1

10 pages, 228 KB  
Article
Determination of Risk Factors, Incidence, and Mortality Rates of Acute Kidney Injury in COVID-19 Patients Hospitalized in the Intensive Care Unit
by Gizem Kahraman, Pınar Karabak Bilal and Mustafa Kemal Bayar
J. Clin. Med. 2026, 15(2), 483; https://doi.org/10.3390/jcm15020483 - 7 Jan 2026
Viewed by 253
Abstract
Background: Although the main target of SARS-CoV-2 is the respiratory system, in some patients, it may affect multiple organ systems, leading to multi-organ failure. Acute kidney injury (AKI) remains one of the most frequent and clinically significant complications of severe COVID-19, with clinical [...] Read more.
Background: Although the main target of SARS-CoV-2 is the respiratory system, in some patients, it may affect multiple organ systems, leading to multi-organ failure. Acute kidney injury (AKI) remains one of the most frequent and clinically significant complications of severe COVID-19, with clinical importance extending beyond the acute phase due to its association with long-term renal outcomes and persistent morbidity. The incidence of AKI is particularly high among patients admitted to the intensive care unit (ICU), where its development has been consistently associated with prolonged hospitalization and increased mortality. The primary aim of this study was to determine the incidence of COVID-19-associated AKI, identify factors related to its development and severity, and evaluate mortality as a clinical outcome. Methods: Data from 238 COVID-19 patients monitored in the Intensive Care Unit of Ankara University Ibni Sina Hospital (ISH-ICU) between 1 January 2021 and 1 January 2022 were retrospectively reviewed. Patients were divided into two groups according to the presence of AKI. Those with AKI were staged according to KDIGO criteria (stages 1–2–3). Demographic characteristics, comorbidities, disease severity scores, laboratory parameters, and mortality outcomes were analyzed and compared between groups. Results: AKI was identified in 54.6% of patients. Of the patients with AKI, 32 (13.4%) had stage 1, 25 (10.5%) had stage 2, and 73 (30.7%) had stage 3 AKI. Thirteen patients (5.5%) had already developed AKI at ICU admission. AKI developed at a median of 11 days after symptom onset and 3 days after ICU admission. Advanced age, hypertension, cardiovascular disease, and chronic kidney disease were more frequent in patients with AKI (p < 0.001). Higher Charlson Comorbidity Index (CCI) and Acute Physiologic Assessment and Chronic Health Evaluation II (APACHE II) scores were observed in patients with stage 3 AKI. Lymphopenia and elevated levels of D-dimer, ferritin, IL-6, CRP, and procalcitonin were significantly higher in patients with stage 3 AKI than in patients with other AKI stages and the non-AKI group. Mortality rates were higher in patients with AKI and increased with advancing AKI stage (p < 0.001). ICU length of stay was significantly longer in the AKI group (p < 0.001). Conclusions: AKI is a common complication among critically ill patients with COVID-19 and is associated with prolonged ICU stay and higher mortality rates, particularly in advanced stages. Early identification of clinical and laboratory factors associated with AKI may support timely risk stratification and targeted management in this high-risk population. Full article
(This article belongs to the Section Nephrology & Urology)
14 pages, 767 KB  
Article
Sequential Versus Non-Sequential Polymyxin B Hemoperfusion in Severe Sepsis and Septic Shock: A Real-World Cohort Analysis of Survival in an Asian ICU
by Wei-Hung Chang, Ting-Yu Hu and Li-Kuo Kuo
Diagnostics 2026, 16(1), 173; https://doi.org/10.3390/diagnostics16010173 - 5 Jan 2026
Cited by 1 | Viewed by 256
Abstract
Background: Severe sepsis and septic shock remain major causes of ICU mortality despite advances in critical care. Polymyxin B hemoperfusion (PMX-HP) is widely used in Asia for refractory endotoxemia, yet the optimal session strategy remains unclear. Methods: We retrospectively analyzed adult ICU patients [...] Read more.
Background: Severe sepsis and septic shock remain major causes of ICU mortality despite advances in critical care. Polymyxin B hemoperfusion (PMX-HP) is widely used in Asia for refractory endotoxemia, yet the optimal session strategy remains unclear. Methods: We retrospectively analyzed adult ICU patients with severe sepsis or septic shock treated with PMX-HP between 2013 and 2019 in a tertiary center in Taiwan. Patients were divided into sequential (≥2 sessions within 24 h) and non-sequential groups. The primary outcome was 28-day mortality; secondary outcomes included ICU and hospital mortality, length of stay, organ support, and vasoactive-inotropic score (VIS) changes. Results: Among 64 patients, 33 (51.6%) received sequential therapy. The 28-day mortality was 46.9%, with no difference between groups after adjustment for baseline severity. Patients receiving sequential PMX-HP had longer hospital stays and more frequent CRRT use, likely reflecting greater underlying disease severity rather than a causal effect of treatment sequencing. Conclusions: Multivariate analysis identified higher APACHE II score, positive VIS change, and CRRT requirement as independent predictors of mortality. Sequential therapy itself was not associated with improved outcomes. Prognosis in PMX-HP-treated patients is determined mainly by underlying severity and hemodynamic instability, underscoring the need for patient selection and biomarker-guided strategies rather than routine sequential use. Full article
(This article belongs to the Section Clinical Diagnosis and Prognosis)
Show Figures

Figure 1

12 pages, 699 KB  
Article
Timing of Antibiotics in ICU Pneumonia: An Observational Association Between Early Treatment and Higher Mortality
by Josef Yayan and Kurt Rasche
Antibiotics 2026, 15(1), 49; https://doi.org/10.3390/antibiotics15010049 - 3 Jan 2026
Viewed by 218
Abstract
Background: Early administration of antibiotics is commonly recommended for pneumonia in intensive care unit (ICU) patients. However, the clinical benefit of very early empirical treatment remains uncertain and may reflect differences in illness severity, baseline risk, or care pathways, particularly in non-septic or [...] Read more.
Background: Early administration of antibiotics is commonly recommended for pneumonia in intensive care unit (ICU) patients. However, the clinical benefit of very early empirical treatment remains uncertain and may reflect differences in illness severity, baseline risk, or care pathways, particularly in non-septic or hemodynamically stable ICU populations. Methods: We performed a retrospective cohort study using the Medical Information Mart for Intensive Care IV (v2.2) database to evaluate the observational association between antibiotic timing and in-hospital mortality among adult ICU patients with pneumonia. Patients were categorized as receiving early (<3 h) or delayed (≥3 h) antibiotic therapy after ICU admission. A multivariable logistic regression model adjusted only for age and sex. Given the absence of detailed severity-of-illness measures, no causal inference was intended, and all analyses were considered hypothesis-generating. Additional analyses exploring antibiotic class, dosing frequency, and combination therapy were conducted in an exploratory manner, given substantial variation in sample sizes and a high risk of confounding by indication, misclassification, immortal-time, and survivorship bias. Results: Among 7569 ICU patients with pneumonia, 56.5% received antibiotics within three hours of ICU admission. Early antibiotic initiation was associated with higher in-hospital mortality than delayed therapy (26.1% vs. 21.5%; OR 1.30, 95% CI 1.16–1.44; p < 0.001). Because validated severity-of-illness measures were unavailable, residual confounding and confounding by indication are likely and may largely explain this association. A potential signal of increased mortality was observed in patients receiving ≥3 doses of levofloxacin (OR 4.39, 95% CI 1.13–17.02); however, this subgroup was small and the finding is highly susceptible to survivorship and indication bias. Mortality appeared lower in patients receiving two or three antibiotics compared with monotherapy, but marked group imbalances, lack of restriction or stratification, and clinical selection effects limit interpretability. Regimens involving ≥4 agents were rare and primarily associated with prolonged ICU length of stay rather than a clear mortality difference. Conclusions: In this large retrospective ICU cohort, very early antibiotic administration for pneumonia was observationally associated with higher in-hospital mortality. Causality cannot be inferred, and early treatment likely represents a marker of higher baseline risk or clinical urgency rather than a harmful exposure. These findings challenge the assumption that earlier antibiotic initiation is uniformly beneficial and underscore the importance of individualized, stewardship-aligned, and context-dependent decision-making regarding antimicrobial timing and intensity in critically ill patients. Full article
(This article belongs to the Section Antibiotic Therapy in Infectious Diseases)
Show Figures

Figure 1

14 pages, 869 KB  
Article
Postoperative Outcomes of Minimally Invasive Versus Conventional Off-Pump Coronary Artery Bypass Within an ERACS Protocol: A Matched Analysis
by Mostafa Saad, Ibrahim Gadelkarim, Michael Borger, Massimiliano Meineri, Aniruddha Janai, Sophia Sgouropoulou, Jörg Ender and Waseem Zakhary
J. Clin. Med. 2026, 15(1), 328; https://doi.org/10.3390/jcm15010328 - 1 Jan 2026
Viewed by 308
Abstract
Background/Objectives: Minimally invasive coronary artery bypass grafting (MICS-CABG) offers reduced access trauma compared with conventional off-pump coronary artery bypass (OPCAB) but requires more demanding surgical and anesthetic conditions, including single-lung ventilation. Enhanced Recovery After Cardiac Surgery (ERACS) pathways—particularly those incorporating early extubation [...] Read more.
Background/Objectives: Minimally invasive coronary artery bypass grafting (MICS-CABG) offers reduced access trauma compared with conventional off-pump coronary artery bypass (OPCAB) but requires more demanding surgical and anesthetic conditions, including single-lung ventilation. Enhanced Recovery After Cardiac Surgery (ERACS) pathways—particularly those incorporating early extubation in a post-anesthesia care unit (PACU) and routine ICU bypass—may harmonize postoperative recovery across different surgical approaches. This study evaluated whether a standardized early-extubation ERACS protocol could achieve comparable short-term recovery outcomes between MICS-CABG and OPCAB. Methods: This single-center retrospective study included all adult patients who underwent off-pump MICS-CABG via mini-thoracotomy or OPCAB via sternotomy between January 2020 and December 2024 within an ERACS pathway. Propensity score matching (1:1) was applied using key demographic and clinical variables. Primary outcomes were hospital length of stay (LOS), ventilation time, and unplanned ICU transfer. Secondary outcomes included postoperative complications, transfusion requirements, pain scores, and in-hospital mortality. Results: Of 144 MICS-CABG patients, 131 met inclusion criteria and 116 were propensity-matched to 116 OPCAB patients. Operative duration was longer in MICS-CABG (238.9 ± 65 vs. 175.0 ± 48 min; p < 0.001). However, ventilation time (112.2 ± 56.9 vs. 116.9 ± 64.7 min; p = 0.59), hospital LOS (8.7 ± 4.0 vs. 8.6 ± 4.1 days; p = 0.78), and unplanned ICU transfer (0.9% vs. 2.6%; p = 0.37) were comparable. Postoperative complications, transfusion rates, pain scores, and in-hospital mortality also did not differ significantly. Conclusions: Within a structured ERACS pathway incorporating early extubation and ICU bypass, MICS-CABG and OPCAB achieved similar short-term recovery outcomes despite differences in operative complexity. These findings suggest that ERACS can provide a consistent postoperative recovery framework across both revascularization strategies. Full article
Show Figures

Figure 1

16 pages, 4233 KB  
Article
Interprofessional Quality Improvement Project to Reduce the Length of Stay of Tracheostomized Patients in a Multi-Etiological Intensive Care Unit—The Contribution of Speech and Language Therapy to the Overall Result (IQ-ICU-SLT)
by Jürgen Konradi, Isabella Neef, Lukas Müller, Robert Kuchen, Heike Maagh, Ulrich Betz and Marc Bodenstein
J. Clin. Med. 2026, 15(1), 303; https://doi.org/10.3390/jcm15010303 - 31 Dec 2025
Viewed by 263
Abstract
Background/Objectives: Reasons for long-term stays in intensive care units (ICUs) include various critical conditions, prolonged weaning with post-extubation dysphagia (PED), as well as the mere presence of a tracheal cannula. In an interprofessional QM project, medicine, nursing, physiotherapy, speech and language therapy (SLT), [...] Read more.
Background/Objectives: Reasons for long-term stays in intensive care units (ICUs) include various critical conditions, prolonged weaning with post-extubation dysphagia (PED), as well as the mere presence of a tracheal cannula. In an interprofessional QM project, medicine, nursing, physiotherapy, speech and language therapy (SLT), and occupational therapy work together to reduce the length of stay (LOS) in ICUs. SLT focuses on tracheal cannula management (TCM) and PED. The primary aim of SLT is fast and safe decannulation and thereby the reduction in LOS. Methods: Two SOPs for dealing with PED patients and for structured TCM were developed for this purpose and were both implemented in a postoperative ICU, together with a SLT staff increase. To compare the effects on the intervention group (IG, n = 54), a historical control (HC, n = 58) group was created through a retrospective data analysis. We screened all patients from ICU (n = 5605), including those with tracheostomy, and analyzed them during their ICU stay. Results: Clinically relevant results were observed for the mean time in days of tracheostomy in those who could be decannulated (HC = 43.43, IG = 23.8; d = 0.99) and, even more importantly, for LOS in days (HC = 33.41, IG = 23.8; d = 0.48). Conclusions: The integration of SLT in ICU care is feasible and helps to reduce the time to decannulation and LOS. Full article
(This article belongs to the Section Intensive Care)
Show Figures

Figure 1

10 pages, 1203 KB  
Case Report
A Prophylactic Approach to Ventilator Complications in Acute Respiratory Distress Syndrome: The Role of Early Percutaneous Dilatational Tracheostomy
by Muthiara Adlin Azzahra, Artha Wahyu Wardana, Indiane Putri Ningtias and Mochamad Renaldi
J. Oman Med. Assoc. 2026, 3(1), 1; https://doi.org/10.3390/joma3010001 - 25 Dec 2025
Viewed by 220
Abstract
Acute Respiratory Distress Syndrome (ARDS) represents a critical pathology often necessitating prolonged mechanical ventilation, a clinical course associated with significant complications and elevated mortality. This case report details the successful implementation of early Percutaneous Dilatational Tracheostomy (PDT) in a 61-year-old male presenting with [...] Read more.
Acute Respiratory Distress Syndrome (ARDS) represents a critical pathology often necessitating prolonged mechanical ventilation, a clinical course associated with significant complications and elevated mortality. This case report details the successful implementation of early Percutaneous Dilatational Tracheostomy (PDT) in a 61-year-old male presenting with severe ARDS secondary to sepsis-induced Community-Acquired Pneumonia (CAP) and Type I respiratory failure. This case suggests that early PDT serves as a safe and effective strategy to mitigate the risks associated with prolonged mechanical ventilation in patients with severe ARDS, potentially facilitating enhanced recovery and reduced ICU length of stay. Full article
Show Figures

Figure 1

16 pages, 538 KB  
Article
Digital Transformation in Critical Care: Implications for Quality of Care, Infection Control, and Clinical Outcomes
by Daiana Toma, Laura Andreea Ghenciu, Ovidiu Horea Bedreag, Adelina Băloi, Carmen Alina Gizea, Stelian Adrian Rițiu, Emil Robert Stoicescu, Claudiu Rafael Bârsac, Marius Păpurică, Alexandru Rogobete and Dorel Săndesc
J. Clin. Med. 2025, 14(24), 8964; https://doi.org/10.3390/jcm14248964 - 18 Dec 2025
Viewed by 420
Abstract
Background/Objectives: Digitalization of intensive care units (ICUs) aims to enhance patient safety and efficiency through standardized documentation, real-time data integration, and clinical decision support. This study evaluated whether the implementation of a patient data management system (PDMS) was associated with improvements in quality [...] Read more.
Background/Objectives: Digitalization of intensive care units (ICUs) aims to enhance patient safety and efficiency through standardized documentation, real-time data integration, and clinical decision support. This study evaluated whether the implementation of a patient data management system (PDMS) was associated with improvements in quality of care, infection prevention, and patient outcomes in a trauma ICU. Methods: We conducted a single-center, retrospective, before–after cohort study comparing a pre-digitalization period (2021–2022) with a post-digitalization period (2025). Consecutive adult trauma ICU admissions were analyzed. The exposure was unit-wide adoption of a PDMS implemented in 2024. The primary outcome was ICU length of stay (LOS); secondary outcomes included ICU mortality, nosocomial infection rates (episodes per 1000 ICU-days), ventilation- and antibiotic-days, device utilization, and infection epidemiology. Prespecified sensitivity analyses were performed. Results: A total of 108 patients were included (43 pre- and 65 post-digitalization). Baseline characteristics were comparable between groups. Median ICU LOS decreased from 13.0 to 6.0 days (p = 0.02). Mortality declined from 18.6% to 6.2% (p = 0.06), and crude infection rates decreased from 42.2 to 30.8 per 1000 ICU-days (rate ratio 0.73; p = 0.28). Adjusted analyses showed no statistically significant differences for mortality (aOR 0.40; p = 0.45), infection rates (aIRR 0.88; p = 0.68), LOS (aRR 1.04; p = 0.87), ventilation-days (aRR 0.86; p = 0.65), or antibiotic-days (aRR 0.70; p = 0.30). Per-patient rates of ventilator-associated pneumonia and bloodstream infection were significantly lower after digitalization (both p = 0.04), and Acinetobacter spp. infections decreased markedly (7 to 0 cases; p = 0.001). Findings were consistent after exclusion of ICU stays < 24 h. Conclusions: ICU digitalization was associated with shorter unadjusted ICU stays and favorable trends in infection and mortality outcomes, though adjusted analyses were neutral. Larger multicenter studies incorporating device-day denominators and time-to-event analyses are needed to confirm the causal impact of digital transformation on ICU quality of care. Full article
(This article belongs to the Special Issue Clinical Management and Long-Term Prognosis in Intensive Care)
Show Figures

Figure 1

12 pages, 686 KB  
Article
Sex Differences in Outcomes of Critically Ill Adults with Respiratory Syncytial Virus Pneumonia: A Retrospective Exploratory Cohort Study
by Josef Yayan and Kurt Rasche
Infect. Dis. Rep. 2025, 17(6), 151; https://doi.org/10.3390/idr17060151 - 18 Dec 2025
Viewed by 382
Abstract
Background: Respiratory syncytial virus (RSV) pneumonia is an underrecognized cause of critical illness in adults. However, the influence of biological sex on intensive care unit (ICU) outcomes in this population remains unclear. Due to limited case numbers and incomplete covariate data, this study [...] Read more.
Background: Respiratory syncytial virus (RSV) pneumonia is an underrecognized cause of critical illness in adults. However, the influence of biological sex on intensive care unit (ICU) outcomes in this population remains unclear. Due to limited case numbers and incomplete covariate data, this study was designed as exploratory and hypothesis-generating. Methods: We conducted a retrospective exploratory cohort study using the MIMIC-IV database and identified 105 adult ICU patients with laboratory-confirmed RSV pneumonia. Clinical variables included sex, age, ICU length of stay, use of mechanical ventilation, and weaning status. Exploratory multivariable logistic regression was performed to assess associations with in-hospital mortality and weaning success, acknowledging substantial missingness of comorbidity data, severity scores, and treatment variables. This limited adjustment for confounding and statistical power. Results: Overall, in-hospital mortality was 33.3%. Mortality was significantly higher among women than men (51.6% vs. 7.0%; p < 0.001), although the absolute number of deaths in men was very small. In adjusted models, female sex (OR 14.6, 95% CI 1.58–135.3, p = 0.018), reflecting model instability due to sparse events, as well as longer ICU stay (OR 1.22 per day, p = 0.001) were independently associated with higher mortality. Female sex was also associated with lower odds of successful weaning (OR 0.07, 95% CI 0.01–0.63, p = 0.018). These effect estimates must be interpreted cautiously due to the very small number of deaths in men and the resulting wide confidence intervals. Age and ventilation duration were not significant predictors. Conclusions: In this preliminary ICU cohort, female sex and prolonged ICU stay were linked to higher mortality and lower weaning success in adults with RSV pneumonia. However, given the very small number of events—particularly among male patients—together with the modest sample size, limited covariate availability, and unstable effect estimates, the findings should be viewed as exploratory rather than confirmatory. Larger, well-powered, prospective multicenter studies are needed to validate and further characterize potential sex-related differences in outcomes of RSV-associated critical illness. Full article
(This article belongs to the Section Viral Infections)
Show Figures

Figure 1

8 pages, 195 KB  
Article
Postoperative Blood Pressure Does Not Affect Lactate Clearance in Cardiac Surgery: A Retrospective Observational Cohort Study
by James Hall, George Elkomos-Botros and Michael Khilkin
Surgeries 2025, 6(4), 112; https://doi.org/10.3390/surgeries6040112 - 17 Dec 2025
Viewed by 299
Abstract
Background: Tight blood pressure control is a cornerstone of postoperative cardiac surgery patients. In addition, plasma lactate levels are frequently monitored in this setting as it is a marker for malperfusion, with early elevated levels being associated with increased morbidity and mortality. Elevations [...] Read more.
Background: Tight blood pressure control is a cornerstone of postoperative cardiac surgery patients. In addition, plasma lactate levels are frequently monitored in this setting as it is a marker for malperfusion, with early elevated levels being associated with increased morbidity and mortality. Elevations from malperfusion may be due to decreased cardiac output, hypovolemia, or persistent post-bypass vasoplegic response. Here, we investigate whether lower blood pressures, significant changes from baseline, and cardiac perfusion pressures delay the clearance of lactate after cardiac surgery. Methods: This is a retrospective cohort observational study of patients who have undergone coronary artery bypass graft (CABG) and valve replacement or repair surgeries at NYU Langone Long Island Hospital over a 6-month period. Postoperative blood pressures and lactate levels were examined over the first 16 h of care. Primary outcome: The relationship between blood pressure parameters and lactate clearance. Secondary outcomes: ICU length of stay, hospital length of stay, and mortality. Results: A total of 81 patients met inclusion criteria. The average pre-operative mean arterial blood pressure (MAP) was 95.4 mmHg and the average MAP in the first 6 h post-operatively was 78.4 mmHg. The average change in MAP from baseline was a decrease of 16.7%. The average cleared lactate fraction by 16 h postoperatively was 85.9%. Lactate clearance was associated in a statistically significant way only with the need for inotropic support on postoperative day 1, p = 0.03. There was a slight trend toward a delay in lactate clearance in those with lower early systolic blood pressures, p = 0.14. Conclusions: Lactate clearance appears to occur largely independently of postoperative blood pressures in the first 16 h after surgery but may be delayed in those requiring inotropic support through the morning or postoperative day one. Full article
(This article belongs to the Special Issue Cardiothoracic Surgery, 2nd Edition)
Show Figures

Graphical abstract

14 pages, 493 KB  
Article
Nutritional Support Patterns and Outcomes in Pediatric Veno-Venous and Veno-Arterial Extracorporeal Membrane Oxygenation: A Retrospective Analysis
by Marwa Mansour, Nancy Chung, Blessy Philip, Kelly Martinek, Jesse Stoakes, Sarah Nelin, Nicole Knebusch, Cole Burgman, Jorge A. Coss-Bu and Andrea Ontaneda
Nutrients 2025, 17(24), 3928; https://doi.org/10.3390/nu17243928 - 16 Dec 2025
Viewed by 438
Abstract
Background: Nutritional support in patients receiving extracorporeal membrane oxygenation (ECMO) is a clinical challenge. Hemodynamic instability and concerns about gut perfusion delay enteral nutrition (EN), resulting in frequent use of total parenteral nutrition (TPN). This study aimed to compare nutritional practices in patients [...] Read more.
Background: Nutritional support in patients receiving extracorporeal membrane oxygenation (ECMO) is a clinical challenge. Hemodynamic instability and concerns about gut perfusion delay enteral nutrition (EN), resulting in frequent use of total parenteral nutrition (TPN). This study aimed to compare nutritional practices in patients on venoarterial (VA) vs. venovenous (VV) ECMO, and to evaluate the associations between prolonged TPN use, feeding status, circuit change frequency, length of stay, and survival. Methods: Retrospective cohort study of ECMO patients in a quaternary pediatric intensive care unit. Nutritional variables included route and amount of nutrition delivery. The primary outcome was the nutrition type (enteral vs. parenteral) in association with ECMO mode (VV vs. VA). Secondary outcomes included associations between nutrition variables (TPN by Day 14, lack of EN by Day 5 or 7) and circuit changes, ECMO duration, ICU/hospital length of stay (LOS), and mortality. Analyses by Mann–Whitney and chi-square tests. Multivariable Poisson regression was used to identify independent predictors of circuit change frequency. Results: Patients on VV ECMO achieved higher enteral intake than those on VA ECMO. Persistent need for TPN by Day 14 was associated with longer PICU LOS, hospital LOS, and ECMO duration and was independently associated with 71% higher circuit change frequency. Survival did not differ significantly by TPN duration or early EN exposure. Conclusions: VV ECMO patients received higher enteral nutrition. Persistent need for TPN by day 14 was associated with worse outcomes. These findings underscore the need for standardized, evidence-based feeding strategies in this population. Full article
(This article belongs to the Special Issue Nutritional Support for Critically Ill Patients)
Show Figures

Figure 1

22 pages, 761 KB  
Article
Association Between Postoperative Pain Intensity and Delirium in Cardiac and Neurosurgical Patients: A Retrospective Pilot Study
by Mateusz Szczupak, Jacek Kobak, Jakub Wiśniewski, Jolanta Wierzchowska and Sabina Krupa-Nurcek
J. Clin. Med. 2025, 14(24), 8840; https://doi.org/10.3390/jcm14248840 - 13 Dec 2025
Viewed by 569
Abstract
Background/Objective: Postoperative pain and delirium are frequent and clinically relevant complications in patients undergoing major cardiac or neurosurgical procedures. The interaction between these conditions remains insufficiently characterized, particularly across heterogeneous surgical populations. This study aimed to investigate the relationship between postoperative pain [...] Read more.
Background/Objective: Postoperative pain and delirium are frequent and clinically relevant complications in patients undergoing major cardiac or neurosurgical procedures. The interaction between these conditions remains insufficiently characterized, particularly across heterogeneous surgical populations. This study aimed to investigate the relationship between postoperative pain intensity and delirium severity within the first 48 h after surgery in cardiac and neurosurgical patients. Methods: This retrospective observational analysis included 408 individuals—202 following cardiac surgery and 206 after neurosurgical procedures. Pain intensity was measured using the Numerical Rating Scale (NRS), while delirium presence and severity were assessed using the CAM-ICU and CAM-ICU-7 instruments. Associations between NRS scores, delirium severity, demographic characteristics, and ICU length of stay were examined. Results: Cardiac surgery patients experienced higher pain levels on postoperative day 1 compared with neurosurgical patients; this difference was not observed on day 2. In the cardiac cohort, higher NRS scores were positively associated with greater delirium severity on both postoperative days. No such association was detected in the neurosurgical group. Pain scores also differed across procedure types within each specialty, and several demographic variables (age, sex, ICU stay duration) were linked with variations in pain intensity. On postoperative day 1, pain intensity showed a moderate association with delirium severity (Spearman ρ = 0.23; 95% CI 0.14–0.32). Patients who developed delirium had higher pain scores (r = 0.25). In ordinal logistic regression, greater pain on postoperative day 1 independently predicted higher delirium severity (OR 2.24; 95% CI 1.70–2.94). Conclusions: Significant associations between postoperative pain intensity and delirium severity were identified in cardiac surgery patients, whereas no similar pattern emerged among neurosurgical patients. Given the retrospective design and incomplete data on perioperative pharmacotherapy, the findings should be interpreted descriptively and do not support causal conclusions. These results underscore the importance of systematic monitoring of pain and cognitive function in high-risk postoperative populations and highlight the need for prospective studies to elucidate the complex interplay between pain, perioperative factors, and postoperative delirium. Full article
(This article belongs to the Special Issue Clinical Management and Long-Term Prognosis in Intensive Care)
Show Figures

Figure 1

16 pages, 934 KB  
Article
Association Between Early Point-of-Care Ultrasound and Emergency Department Outcomes in Admitted Patients with Non-Traumatic Abdominal Pain: A Propensity Score-Weighted Cohort Analysis
by Meng-Feng Tsai, Fen-Wei Huang, Te-Fa Chiu, Tse-Chyuan Wong, Sheng-Yao Hung, Wei-Jun Lin and Shih-Hao Wu
Diagnostics 2025, 15(24), 3182; https://doi.org/10.3390/diagnostics15243182 - 12 Dec 2025
Viewed by 546
Abstract
Background: To evaluate the association of point-of-care ultrasound (PoCUS) performed within one hour of emergency department (ED) arrival with ED length of stay (LOS) and healthcare costs in admitted ED patients with non-traumatic abdominal pain. Methods: This retrospective, inverse probability of treatment [...] Read more.
Background: To evaluate the association of point-of-care ultrasound (PoCUS) performed within one hour of emergency department (ED) arrival with ED length of stay (LOS) and healthcare costs in admitted ED patients with non-traumatic abdominal pain. Methods: This retrospective, inverse probability of treatment weighting (IPTW) cohort study was conducted at a tertiary medical center in Taiwan. This study analyzed data from 2021–2023, focusing on adult patients admitted to an ordinary ward with non-traumatic abdominal pain. Patients discharged from the ED, admitted to the ICU, or receiving PoCUS > 1 h (N = 864) were excluded. The final cohort of 6866 patients comprised those receiving PoCUS within 1 h (N = 1542) and those receiving no PoCUS (N = 5324). Primary and secondary outcomes (ED LOS, costs) were adjusted for age, gender, triage, vital signs, BMI, and comorbidities using generalized linear models with a Gamma distribution. Results: After IPTW adjustment in 6866 admitted abdominal pain patients, PoCUS within one hour was associated with a 14% shorter ED LOS (RM 0.86, 95% CI 0.83–0.89). A notable finding was that PoCUS performed within one hour was associated with 44% higher odds of CT utilization (OR 1.44, 95% CI 1.25–1.65) and 5% lower total healthcare costs (RM 0.95, 95% CI 0.91–0.99). Stratification by CT use revealed distinct patterns underlying these associations: in the non-CT subgroup, PoCUS was associated with 12% lower ED costs (RM 0.88, 95% CI 0.83–0.94), whereas in the CT subgroup, it was associated with 9% lower admission costs (RM 0.91, 95% CI 0.86–0.96). Conclusions: In admitted patients, PoCUS performed within one hour was associated with shorter ED LOS and lower total costs, despite a concurrent association with higher CT utilization. These findings are consistent with a dual, context-dependent role for PoCUS: associated with reduced ED costs in non-CT pathways and lower admission costs in CT pathways. However, as this is an observational study, these results represent associations rather than causal effects and may be influenced by unmeasured confounding. Prospective trials are required to validate these findings. Full article
(This article belongs to the Special Issue Clinical Diagnosis and Management in Emergency and Hospital Medicine)
Show Figures

Graphical abstract

11 pages, 346 KB  
Article
Combination Therapy with Oral Vancomycin Plus Intravenous Metronidazole Is Not Superior to Oral Vancomycin Alone for the Treatment of Severe Clostridioides difficile Infection: A KASID Multicenter Study
by Young Wook Cho, Jung Min Moon, Hyeong Han Lee, Jiyoung Kim, Chang Hwan Choi, Kang-Moon Lee and Young-Seok Cho
Antibiotics 2025, 14(12), 1252; https://doi.org/10.3390/antibiotics14121252 - 11 Dec 2025
Viewed by 687
Abstract
Background/Objectives: Guidelines recommend combination therapy with oral vancomycin and intravenous (IV) metronidazole for fulminant Clostridioides difficile infection (CDI). Although patients with severe CDI are often managed with combination therapy, evidence supporting this practice remains limited. This study was performed to compare the [...] Read more.
Background/Objectives: Guidelines recommend combination therapy with oral vancomycin and intravenous (IV) metronidazole for fulminant Clostridioides difficile infection (CDI). Although patients with severe CDI are often managed with combination therapy, evidence supporting this practice remains limited. This study was performed to compare the clinical outcomes of vancomycin monotherapy versus combination therapy in patients with severe CDI. Methods: We conducted a multicenter, retrospective, observational cohort study including adult patients with severe CDI who received oral vancomycin between January 2017 and May 2021. Patients were classified as receiving combination therapy if IV metronidazole was administered for at least 72 h within 48 h of initiating oral vancomycin; otherwise, they were classified as receiving vancomycin monotherapy. The primary outcome was a composite of inpatient all-cause death or colectomy within 60 days after CDI diagnosis. The secondary outcomes were the clinical cure rate, CDI recurrence rate, time to discharge after CDI diagnosis, and duration of ICU admission. Results: In total, 215 patients were included, with 100 (46.5%) receiving combination therapy. There were no significant differences in in-hospital mortality or colectomy between the monotherapy and combination therapy groups (25.2% vs. 26.0%, p = 1.00). Recurrence rates (19.1% vs. 16.8%, p = 0.81), total length of stay (31.0 vs. 23.0 days, p = 0.16), and ICU stay duration (35.0 vs. 32.0 days, p = 0.89) were also similar. However, the clinical cure rate was significantly higher in the monotherapy group than in the combination therapy group (79.1% vs. 65.0%, p = 0.03). Conclusions: Combination therapy with oral vancomycin and IV metronidazole was not associated with improved clinical outcomes in patients with severe CDI. Prospective randomized studies are needed to clarify optimal management strategies for severe CDI. Full article
Show Figures

Figure 1

26 pages, 1116 KB  
Article
Towards Digital Twins in Prostate Cancer: A Mixture-of-Experts Framework for Multitask Prognostics in Hospital Admissions
by Annette John, Reda Alhajj and Jon Rokne
Appl. Sci. 2025, 15(24), 12959; https://doi.org/10.3390/app152412959 - 9 Dec 2025
Viewed by 426
Abstract
Early risk prediction is essential for hospitalized prostate cancer (PCa) patients, who face acute events, such as mortality, ICU transfer, AKI (acute kidney injury), ED30 (unplanned 30-day Emergency Department revisit), and prolonged LOS (length of stay). We developed an MMoE (Multitask Mixture-of-Experts) model [...] Read more.
Early risk prediction is essential for hospitalized prostate cancer (PCa) patients, who face acute events, such as mortality, ICU transfer, AKI (acute kidney injury), ED30 (unplanned 30-day Emergency Department revisit), and prolonged LOS (length of stay). We developed an MMoE (Multitask Mixture-of-Experts) model that jointly predicts these outcomes from the features of the multimodal EHR (Electronic Health Records) in MIMIC-IV (3956 admissions; 2497 patients). A configuration with six experts delivered consistent gains over strong single-task baselines. On the held-out test set, the MMoE improved rare-event detection (mortality AUPRC (Area Under the Precision-Recall Curve) of 0.163 vs. 0.091, +79%) and modestly boosted ED30 discrimination (AUROC (Area Under the Receiver Operating Characteristic Curve) 0.66 with leakage-safe ClinicalBERT fusion) while maintaining competitive ICU and AKI performance. Expert-routing diagnostics (top-1 shares, entropy, and task-dead counts) revealed clinically coherent specialization (e.g., renal signals for AKI), supporting interpretability. An efficiency log showed that the model is compact and deployable (∼85 k parameters, 0.34 MB; 0.027 s/sample); it replaced five single-task predictors with a single forward pass. Overall, the MMoE offered a practical balance of accuracy, calibrated probabilities, and readable routing for the prognostic layer of digital-twin pipelines in oncology. Full article
Show Figures

Figure 1

Back to TopTop