Interpretable machine learning-based prediction of 28-day mortality in ICU patients with sepsis: a multicenter retrospective study.

Background: Sepsis is a major cause of mortality in intensive care units (ICUs) and continues to pose a significant global health challenge, with sepsis-related deaths contributing substantially to the overall burden on healthcare systems worldwide. The primary objective was to construct and evaluate a machine learning (ML) model for forecasting 28-day all-cause mortality among ICU sepsis patients.

Methods: Data for the study was sourced from the eICU Collaborative Research Database (eICU-CRD) (version 2.

Dynamics of coagulation proteins upon ICU admission and after one year of recovery from COVID-19: a preliminary study.

Objectives: This study aimed to investigate the association of baseline coagulation proteins with hospitalization variables in COVID-19 patients admitted to ICU, as well as coagulation system changes after one-year post-discharge, taking into account gender-specific bias in the coagulation profile.

Methods: We conducted a prospective longitudinal study on 49 ICU-admitted COVID-19 patients. Proteins were measured using a Luminex 200™.

Eating disorders: clinical update.

Variation exists in our attitude and behaviour towards food and exercise, resulting in different degrees of health and ill health. Cultural and economic factors contribute to this, alongside personal choices, leading to a spectrum from normative eating, through disordered eating to the extremes of eating disorders (EDs). Understanding the intricate interplay between biological, psychological, and sociocultural factors to eating, exercise and body image is paramount to understand the current state regarding EDs and to deliver/develop multifaceted and individualised treatments.

Extracellular matrix turnover in severe COVID-19 is reduced by corticosteroids.

Background: Severe and critical COVID-19 is characterized by pulmonary viral infection with SARS-CoV-2 resulting in local and systemic inflammation. Dexamethasone (DEX) has been shown to improve outcomes in critically ill patients; however, its effect on tissue remodeling, particularly collagen turnover, remains unclear. This study investigated the association between circulating extracellular matrix (ECM) remodeling neo-epitopes and COVID-19 severity, their relationship with mortality, and the effect of DEX on these markers.

Antimicrobial stewardship: a definition with a One Health perspective.

Antimicrobial stewardship (AMS) is a commonly advocated approach to address antimicrobial resistance. However, AMS is often defined in different ways depending on where it is applied, such that a range of definitions is now in use. These definitions may be functional and well-structured for a given context but are often ill-adapted for collaborative work, creating difficulties for intersectoral communication on AMS and complicating the design, implementation, and evaluation of AMS interventions from a One Health perspective.

Longitudinal evolution of the transdiagnostic prodrome to severe mental disorders: a dynamic temporal network analysis informed by natural language processing and electronic health records.

Modelling the prodrome to severe mental disorders (SMD), including unipolar mood disorders (UMD), bipolar mood disorders (BMD) and psychotic disorders (PSY), should consider both the evolution and interactions of symptoms and substance use (prodromal features) over time. Temporal network analysis can detect causal dependence between and within prodromal features by representing prodromal features as nodes, with their connections (edges) indicating the likelihood of one feature preceding the other. In SMD, node centrality could reveal insights into important prodromal features and potential intervention targets.

Association between nutritional status, daily nutrition delivery and clinical outcomes of critically ill adult patients admitted to the intensive care unit: a protocol for Isfahan multicentre prospective observational cohort ICU study (the Isfahan-ICU study).

Introduction: There is currently limited information regarding the association between the modified Nutrition Risk in Critically Ill (mNUTRIC) score, nutrition delivery and clinical outcomes in critically ill patients admitted to the intensive care unit (ICU) section.

Methods And Analysis: The Isfahan-ICU study is a multicentre, prospective observational cohort study that will be conducted on critically ill adults treated in the trauma or medical ICU sections of six hospitals to investigate whether clinical outcomes, including length of ICU stay and 30-day survival, vary by the mNUTRIC score at admission or the 7-day nutrition delivery. This paper outlines the Isfahan-ICU study protocol approved by the ethics committee of Isfahan University of Medical Sciences, Iran.

Development and validation of machine-learning models for predicting the risk of hypertriglyceridemia in critically ill patients receiving propofol sedation using retrospective data: a protocol.

Introduction: Propofol is a widely used sedative-hypnotic agent for critically ill patients requiring invasive mechanical ventilation (IMV). Despite its clinical benefits, propofol is associated with increased risks of hypertriglyceridemia. Early identification of patients at risk for propofol-associated hypertriglyceridemia is crucial for optimising sedation strategies and preventing adverse outcomes.

The Cul3 ubiquitin ligase engages Insomniac as an adaptor to impact sleep and synaptic homeostasis.

Mutations of the Cullin-3 (Cul3) E3 ubiquitin ligase are associated with autism and schizophrenia, neurological disorders characterized by sleep disturbances and altered synaptic function. Cul3 engages dozens of adaptor proteins to recruit hundreds of substrates for ubiquitination, but the adaptors that impact sleep and synapses remain ill-defined. Here we implicate Insomniac (Inc), a conserved protein required for normal sleep and synaptic homeostasis in Drosophila, as a Cul3 adaptor.

[Prevalence and phylogenetic analysis of cytomegalovirus (Orthoherpesviridae: ) genetic variants from children and immunocompromised patients in central Russia].

Introduction: Cytomegalovirus (CMV) is a DNA-containing virus that is widespread worldwide and is of great importance in infectious pathology of children and adults. The aim of this study is to evaluate the prevalence of CMV among children and immunocompromised patients in the Nizhny Novgorod region (central Russia) and to perform a phylogenetic analysis of the identified strains.

Materials And Methods: DNA samples of CMV detected in frequently ill children and adult recipients of solid organs were studied.

The association between pain, analgesia, and delirium among critically ill adults: a systematic review and meta-analysis.

Purpose: We performed a systematic review with meta-analysis examining the relationship between pain or pain medications and delirium occurence, duration, and severity.

Methods: We searched MEDLINE, EMBASE, CINAHL and the Cochrane Central Register of Controlled Trials from inception to May 15, 2023. We included randomised or observational studies among critically ill adults, that reported data on pain or exposure to analgesics, and reported delirium presence, duration, or severity with no language or region restrictions.

Clinical utility of routine postoperative labs in emergency general surgery patients.

Background: Morning postoperative labs are often obtained for emergency general surgery (EGS) patients. Studies in other surgical fields indicate that routine postoperative day 1 (POD1) labs are sometimes being performed excessively and do not require intervention. The purpose of this study is to identify predictors indicating the need for POD1 labs in EGS patients based on likelihood of intervention.

Macrophages in sepsis-induced acute lung injury: exosomal modulation and therapeutic potential.

Sepsis-induced acute lung injury (ALI) remains a leading cause of mortality in critically ill patients. Macrophages, key modulators of immune responses, play a dual role in both promoting and resolving inflammation. Exosomes, small extracellular vesicles released by various cells, carry bioactive molecules that influence macrophage polarization and immune responses.

Reducing Employee Injuries from Aggressive Patient Behavior at Children's Hospital by Implementing a Behavioral Response Team.

Background: Among hospitalized children, episodes of aggressive patient behavior place healthcare staff at risk for serious injuries. By implementing a behavioral response team at a children's hospital, we aimed to reduce monthly employee injuries related to aggressive patient behavior from 3.4 to 2.

Research hotspots and future trends in sepsis-associated acute kidney injury: a bibliometric and visualization analysis.

Objectives: Sepsis-associated acute kidney injury (SA-AKI) commonly occurs in critically ill patients and is closely associated with adverse outcomes. A comprehensive analysis of the current research landscape in SA-AKI can help uncover trends and key issues in this field. This study aims to provide a scientific basis for research directions and critical issues through bibliometric analysis.

Association of the blood urea nitrogen to serum albumin ratio and all-cause mortality in critical ill acute ischemic stroke patients: a retrospective cohort study of MIMIC-IV database 3.0.

Purpose: We aim to ascertain the extent to which the blood urea nitrogen (BUN) to serum albumin (ALB) ratio (BAR) could be implemented to anticipate the short- and long-term prognosis of acute ischemic stroke (AIS) patients in intensive care units (ICUs).

Methods: The data was derived from the Marketplace for Intensive Care Medical Information-IV (MIMIC-IV v3.0) database, primarily pertaining to AIS patients as categorized by the International Classification of Diseases (ICD)-9 and ICD-10.

Cytomegalovirus Colitis Masquerading as a Recurrent Colonic Polyp in a Patient With Neurofibromatosis Type 1.

Cytomegalovirus colitis most commonly affects immunocompromised patients, although it is a rare cause of gastrointestinal bleeding in immunocompetent patients. Older age, chronic disease, and critical illness are also important risk factors and may lead providers to consider the diagnosis in otherwise immunocompetent patients. Endoscopic presentation is variable and does not significantly influence outcomes.

Demographic influences on Lithuanian physicians' attitudes toward medical assistance in dying: a cross-sectional study.

Background: The topic of end-of-life decisions is important due to aging populations and the rising number of terminal illnesses like cancer. As more people experience suffering, the ethical, medical, and legal debates of these decisions become significant to healthcare policy. Understanding medical professionals' attitudes is critical for shaping responsible practices and legislation surrounding end-of-life care.

The correlation between contrast-enhanced ultrasound Liver Imaging Reporting and Data System classification and differentiation grades of combined hepatocellular carcinoma-cholangiocarcinoma.

Background: The contrast-enhanced ultrasound (CEUS) Liver Imaging Reporting and Data System (LI-RADS) classification offers a framework for risk stratification in evaluating liver lesions in patients at risk for hepatocellular carcinoma (HCC). However, its clinical utility in combined HCC-cholangiocarcinoma (cHCC-CCA) has been less extensively studied. The degree of tumor differentiation is clinically significant in determining prognosis, making the analysis of imaging features across different differentiation levels essential.

Systematic Ultrasound Screening for Lower Extremity Deep Vein Thrombosis in ICU Patients with Severe COVID-19: A Randomized Clinical Trial.

Background: Venous thromboembolism (VTE), whether pulmonary embolism (PE) or deep vein thrombosis (DVT), is common in patients with COVID-19. Recommendations on systematic screening in the intensive care unit (ICU) are lacking.

Research Question: Is there any clinical benefit of systematic screening for DVT in critically ill patients with severe COVID-19?

Study Design And Methods: Single-center randomized clinical trial (RCT) of COVID-19 cases admitted to the ICU.

Association of GLP1R locus with mental ill-health endophenotypes and cardiometabolic traits: A trans-ancestry study in UK Biobank.

Aims: Glucagon-like peptide 1 receptor agonists (GLP1RA), used to treat type 2 diabetes and obesity, have been associated with off-target behavioural effects. We systematically assessed genetic variation in the GLP1R locus for impact on mental ill-health (MIH) and cardiometabolic phenotypes across diverse populations within UK Biobank.

Materials And Methods: All genetic variants with minor allele frequency >1% in the GLP1R locus were investigated for associations with MIH phenotypes and cardiometabolic phenotypes.

Leveraging Smart Telemedicine Technology to Enhance Nursing Care Satisfaction and Revolutionize COVID-19 Care: Prospective Cohort Study.

Background: Telemedicine has been utilized in the care of patients with COVID-19, allowing real-time remote monitoring of vital signs. This technology reduces the risk of transmission while providing high-quality care to both self-quarantined patients with mild symptoms and critically ill patients in hospitals.

Objective: This study aims to investigate the application of telemedicine technology in the care of patients with COVID-19, specifically focusing on usability, effectiveness, and patient outcomes in both home isolation and hospital ward settings.