Citations

Abstract Rheumatoid arthritis (RA) is a chronic disease involving inflammation of the joints. While the etiology of RA remains unknown, evidence exists for a significant contribution of the major histocompatibility complex (MHC). Environmental factors are also indicated as playing an etiological role. Since it is impossible to define the mechanisms contributing to disease onset and progression in humans, mouse models have been used widely. While many animal models have been generated by immunization with self‐proteins to induce arthritis, type II collagen (CII)‐induced arthritis is one of the most commonly used models utilized to understand the immunopathology of RA. CII constitutes 80% to 90% of total collagen content of hyaline cartilage found in joints and is a genetically conserved sequestered protein. Immunization with heterologous CII with an adjuvant in mice leads to cellular and humoral responses to heterologous and autoreactive CII‐specific responses and collagen‐induced arthritis (CIA). Mice immunized with CII develop inflammatory arthritis that shares many similarities in clinical, serological, and radiological features with RA in humans. However, selecting an antigen for inducing arthritis and the mouse strain are important, as not all strains are susceptible to CIA. A critical difference between RA and CIA is that in mice that lack the expression of human MHC II, the development of CIA is linked to the H2A locus, which is the homologue of HLA‐DQ, while most human studies have linked RA susceptibility with HLA‐DR alleles. Mice expressing HLA‐DQ and HLA‐DR molecules have been used to understand the role of MHC genes in susceptibility to RA. The protocols for inducing CIA in the HLA expressing transgenic mice described in this article can be used to understand how the different HLA molecules confer susceptibility to RA. © 2025 Wiley Periodicals LLC. Basic Protocol 1 : Use of mouse strains and humanized mice for modeling rheumatoid arthritis Basic Protocol 2 : Use of humanized mice for therapeutic protocols

Objectives: In the United States, training for physicians who manage critically ill adult patients (intensivists) evolved through parallel subspecialty critical care medicine (CCM) pathways with significant commonality. The Society of Critical Care Medicine Adult Critical Care Physician Core Knowledge and Skills Task Force aimed to delineate the common core knowledge and skills required of all intensivists. Design: A master list of content areas and procedural skills was compiled from all CCM subspecialty program requirements and blueprints of the certification examinations. Using a modified Delphi approach, participants were asked to categorize the knowledge items as “advanced knowledge is essential,” “general, but not advanced, knowledge is essential,” or “knowledge is not essential.” Procedures were categorized as “intensivist performs routinely,” “intensivist only performs in an emergency,” or “intensivist knows” about the procedure. Setting: Representatives from CCM stakeholder organizations, including accreditation and certification organizations, critical care societies, and program directors’ societies, were invited to participate. SUBJECTS: Members of the Adult Critical Care Physician Core Knowledge and Skills Task Force of the Society of Critical Care Medicine. Interventions: For the first two rounds of the modified Delphi process, Research Electronic Data Capture was used. For the third and fourth rounds, the process was completed through online meetings with Zoom (Zoom Video Corporations, San Jose, CA) utilizing Zoom’s polling feature. Measurements and Main Results: A total of 541 items were determined to be essential, with 145 requiring advanced knowledge and 323 requiring general knowledge. For 73 items, consensus regarding advanced vs. general could not be achieved, but they remained essential. Only eight items were felt to be nonessential. Of the 16 procedures, most were categorized as “intensivist performs.” Conclusions: The large number of items included in the list of essential knowledge and skills demonstrates the complexity of modern CCM. Utilization of a common framework across the subspecialties of CCM could lead to greater harmonization among the fellowship program requirements and certification examinations.

Delirium is a serious neuropsychiatric condition marked by acute confusion and cognitive decline, commonly affecting postoperative and critically ill patients. It is especially prevalent in older adults and those requiring intensive care, including patients undergoing major surgery or receiving mechanical ventilation. For anesthesiologists, delirium is a critical and often underrecognized postoperative complication with complex perioperative contributors. Intensive care unit patients with delirium face increased mortality, cognitive impairment, and persistent symptoms beyond discharge. Despite its clinical significance, the pathophysiology of delirium remains poorly understood, with no standardized classification or targeted therapy. In light of emerging evidence connecting blood–brain barrier (BBB) permeability to the onset of delirium, we found that BBB dysfunction may represent a key mechanism underlying its pathophysiology. Through a thorough examination of predisposing and precipitating factors that impair both BBB integrity and cognitive function, we identified many points of connection between BBB dysfunction and delirium specifically. We include here a summary of our diagnostic approach with the aim of improving therapeutic strategies based on preserving BBB function to prevent or mitigate delirium.

This practice guideline addresses perioperative pain management using local and regional anesthesia for cardiothoracic, mastectomy, and abdominal surgery in adults and children. For adults, the American Society of Anesthesiologists (Schaumburg, Illinois) Task Force on Perioperative Pain Management strongly recommends fascial plane blocks to reduce pain and/or opioid requirements in the first 24 h postoperatively for open cardiothoracic, abdominal, retroperitoneal, and pelvic surgeries and mastectomy. Fascial plane blocks are also recommended in adults to reduce pain and/or opioid requirements after minimally invasive abdominal procedures. The Task Force conditionally recommends use of fascial plane blocks for minimally invasive cardiothoracic surgeries and open hernia repair to reduce pain in the first 24 h postoperatively. For children, the Task Force strongly recommends use of fascial plane blocks to reduce pain/and or opioid use after open cardiac or thoracic surgeries. Fascial plane blocks are conditionally recommended to reduce pain the first 24 h in children undergoing open hernia repair. Overall, data analysis for this practice guideline was limited by low methodologic quality, inconsistencies in outcome measurements, and small sample sizes from individual centers. Future research in regional anesthesia and analgesia needs to address these pervasive limitations.

INTRODUCTION: Colorectal cancer remains a leading cause of cancer associated death in the United States and colonoscopy the primary screening strategy for prevention. Rates of adenomatous and serrated neoplasia detection are inversely associated with postcolonoscopy colorectal cancer. This crucial quality metric depends on accurate ascertainment of colorectal neoplasia findings from both endoscopy and histopathology records. We aimed to assess the feasibility of a random forest machine learning model to rapidly and accurately categorize colorectal neoplasia from electronic health record data. METHODS: A retrospective cohort study compared neoplasia detection rates among individuals undergoing colonoscopy at a large academic institution to develop a rule-based algorithm to categorize colorectal neoplasia from endoscopy reports and pathology systematized nomenclature of medicine – clinical terms. This cohort provided a large training set to develop a natural language processing system using a random forest approach to automatically classify unstructured pathology findings into adenoma, serrated, or advanced neoplasms. This system was manually validated through an independent holdout set. RESULTS: The training set comprised 35,953 unstructured pathology reports with matched systematized nomenclature of medicine – clinical terms from 95,188 unstructured colonoscopy reports. The final model was assessed on an independent holdout set of 337 manually annotated procedures obtaining an area under the receiver operating characteristic curve of 0.997 (confidence interval [CI] 0.994–1), 0.99 (CI 0.98–1), and 0.99 (CI 0.98–0.99) for prediction of adenoma, serrated, and advanced lesions, respectively. DISCUSSION: The random forest-based hybrid natural language processing system for classification of colonoscopy results was both accurate and explainable. NLP combined with effective machine learning algorithms can provide a scalable strategy for colonoscopy quality monitoring.

Abstract Objectives Patient education is increasingly acknowledged as an important aspect of the management of systemic lupus erythematosus (SLE). The aim of the study was to develop the SLE Knowledge Assessment score (SLAKE), a digital multilingual self-assessment tool designed to quantify essential SLE knowledge. Methods International healthcare professionals (HCPs) and patient representatives engaged in a multi-step process to: identify essential SLE knowledge domains, select key domains via rating, and generate an item bank of 394 questions across 11 domains, which was then adapted into 19 languages. For validation, participants completed 44 questions (including 33 randomly selected), with scores calculated for total knowledge and the 11 specific domains. Statistical analyses examined associations between scores and demographic, clinical, and educational variables. Results SLAKE was used by 1182 SLE participants (1120 [94.8%] women, median age: 45 years [IQR: 35–54 years]), with a median SLE duration of 10 years (IQR: 4–20 years). The median SLAKE score was 37 (IQR: 34–40) of a maximum of 44 points while the median score across the 11 SLAKE domains ranged between 3 and 4 over a maximum of 4 points. There was a significant positive association between SLAKE score and SLE duration (p= 0.006), previous participation to a patient education course or a patient training for lupus (p< 0.0001) and the education level (p< 0.0001) but not with age (p= 0.48) or gender (p= 0.39). Conclusion SLAKE is a valid, multilingual, digital self-assessment tool that effectively measures essential SLE knowledge. Its randomized question bank and domain-specific scoring enable targeted education, ultimately supporting better disease management.

Introduction: Sepsis-induced cardiac dysfunction (SICD) is a reversible type of cardiac disorder, with variable reported incidence and uncertain prognostic implications that may occur in patients with sepsis. This study aimed to identify patients with SICD, characterise their clinical and paraclinical features, analyse the different patterns of cardiac dysfunction, and determine prognostic implications. Methods: Patients admitted to the intensive care unit (ICU) for sepsis or septic shock who underwent echocardiography on admission were identified retrospectively. Exclusion criteria included acute myocardial infarction, preexisting severe left heart valve disease or systolic dysfunction. Clinical, paraclinical, and echocardiography data were documented. The primary outcome was a composite of in-hospital mortality, prolonged hospital stay, and prolonged ICU stay. Results: A total of 128 septic patients were included, with a median age of 72.5 years and a 55% male proportion. Alcohol abuse, vasopressor therapy and orotracheal intubation on admission were risk factors for developing SICD. More than a third developed SICD (37%). We identified four different types of cardiac dysfunction based on echocardiography. An NT-proBNP level of over 9000 pg/mL was a predictor of SICD, composite outcome and mortality. A total of 56 patients (44%) experienced in-hospital mortality. Even though the occurrence of SICD did not predict mortality, it was a significant predictor of the composite outcome. Conclusions: This study describes the incidence and spectrum of SICD in a group of septic patients admitted to a tertiary care hospital. The occurrence of any type of cardiac dysfunction associated with sepsis and high NT-proBNP levels had strong prognostic implications.