Electrocardiogram-based machine learning for risk stratification of patients with suspected acute coronary syndrome.

Background And Aims: The importance of risk stratification in patients with chest pain extends beyond diagnosis and immediate treatment. This study sought to evaluate the prognostic value of electrocardiogram feature-based machine learning models to risk-stratify all-cause mortality in those with chest pain.

Methods: This was a prospective observational cohort study of consecutive, non-traumatic patients with chest pain.

ZNFX1 functions as a master regulator of epigenetically induced pathogen mimicry and inflammasome signaling in cancer.

DNA methyltransferase and poly (ADP-ribose) polymerase inhibitors (DNMTis, PARPis) induce a stimulator of interferon genes (STING)-dependent pathogen mimicry response (PMR) in ovarian and other cancers. Here, we showed that combining DNMTis and PARPis upregulates expression of the nucleic-acid sensor NFX1-type zinc finger-containing 1 protein (ZNFX1). ZNFX1 mediated induction of PMR in mitochondria, serving as a gateway for STING-dependent interferon/inflammasome signaling.

Anticoagulation during extracorporeal membrane oxygenation.

This is a protocol for a Cochrane Review (intervention). The objectives are as follows: To determine the efficacy and safety of anticoagulation for maintaining extracorporeal membrane oxygenation in people of all ages with cardiac or respiratory failure, or both.

Bilingual Perspectives of Functional Dyspepsia Management in People from Underserved Areas.

Introduction: Disorders of gut-brain interaction (DGBIs), like functional dyspepsia (FD), are prevalent and challenging conditions. In other gastrointestinal (GI) disorders, individuals from underserved areas (UAs) have difficulty accessing care. Little is known about UA FD patient perspectives of their care, especially in those with limited English proficiency (LEP).

Percutaneous left atrial appendage closure using a modified single-operator-technician approach under deep sedation: A single-center experience.

Background: Historically, percutaneous transcatheter left atrial appendage closure (LAAC) has been performed under general anesthesia (GA) with transesophageal echocardiographic images obtained by a noninvasive cardiologist and usually requires an overnight hospital stay. Alternatively, we present our single-center experience performing LAACs under deep sedation (DS), employing an echocardiographic technician instead of a noninvasive cardiologist, and expediting same-day discharge. Mid- to long-term outcomes were also evaluated with follow-up imaging at a 45-day visit.

Selective diet induced nutritional optic neuropathy in developmentally normal children.

Purpose: Nutritional deficiencies in developed countries are a rare but potentially intervenable cause of optic neuropathy in pediatric populations. To date, much of the literature on nutritional optic neuropathy has focused on children with developmental delay, however, a growing body of evidence supports other underreported risk factors.

Observations: We describe three pediatric patients with normal neurodevelopment, who presented with decreased vision and were subsequently found to have optic neuropathy attributed to vitamin deficiencies, predominantly vitamin B12.

The Role of Ombuds in Graduate Medical Education: Fostering Wellness and Psychological Safety.

The authors propose an educational innovation in graduate medical education, the creation of an Education Ombudsperson. Although this role has been implemented for faculty and students within the medical field, it has not been described in residency programs. The Ombudsperson for house staff is distinct from institutional or programmatic leadership.

Recurrent negative autobiographical memories and mental health.

Background: Recurrent symptom-relevant negative autobiographical memories are common in patients with emotional disorders such as anxiety and depression, even among those without a trauma-related diagnosis. Recurrent negative autobiographical memories may also contribute to distress in non-clinical populations.

Methods: To examine the prevalence of recurrent negative autobiographical memories and associated psychological features, we recruited a student sample ( = 101) and a treatment-seeking sample of patients with emotional disorders ( = 123).

Clinical Problem Solving: Two Patients With Gait Instability and Difficulty With Hand Coordination.

Subacute-to-chronic gait instability has a broad differential diagnosis. The neurological exam can help elucidate the localization and suggest an underlying etiology of the symptomatology, which can lead to a more focused diagnostic approach. Two patients are described - 1 with a month of worsening difficulty with ambulation that evolved to bilateral hand discoordination and another with 18 months of progressive difficulty with ambulation that also then progressed to involve her bilateral hands.

Cryopreservation Method for Preventing Freeze-Fracture of Small Muscle Samples.

Histological techniques to study muscle are crucial for assessing skeletal muscle health. To preserve tissue morphology, samples are usually fixed in formaldehyde or cryopreserved immediately after excision from the body. Freezing samples in liquid nitrogen, using isopentane as a mediator for efficient cooling, preserves the tissue in its natural state.

Regional-specific trends of PM and O temperature sensitivity in the United States.

Climate change poses direct and indirect threats to public health, including exacerbating air pollution. However, the influence of rising temperature on air quality remains highly uncertain in the United States, particularly under rapid reduction in anthropogenic emissions. Here, we examined the sensitivity of surface-level fine particulate matter (PM) and ozone (O) to summer temperature anomalies in the contiguous US as well as their decadal changes using high-resolution datasets generated by machine learning.

Infant action understanding: the roles of active training and motor development.

Introduction: This study examined the potential interplay between motor development and intervention in support of action understanding.

Methods: Eighty nine-month-old infants completed a tool-use training session and goal imitation paradigm that assessed action understanding in counterbalanced order. A metric of motor development was obtained using the Early Motor Questionnaire.

Uncertainty estimation in diagnosis generation from large language models: next-word probability is not pre-test probability.

Objective: To evaluate large language models (LLMs) for pre-test diagnostic probability estimation and compare their uncertainty estimation performance with a traditional machine learning classifier.

Materials And Methods: We assessed 2 instruction-tuned LLMs, Mistral-7B-Instruct and Llama3-70B-chat-hf, on predicting binary outcomes for Sepsis, Arrhythmia, and Congestive Heart Failure (CHF) using electronic health record (EHR) data from 660 patients. Three uncertainty estimation methods-Verbalized Confidence, Token Logits, and LLM Embedding+XGB-were compared against an eXtreme Gradient Boosting (XGB) classifier trained on raw EHR data.

Impact of NAFLD-related SNPs on the carotid atherosclerosis development; a five-year prospective observational study.

Background And Aims: The prevalence of metabolic dysfunction associated steatotic liver disease (MASLD), formerly known as nonalcoholic fatty liver disease (NAFLD), has become a significant public health concern with an increased atherosclerotic cardiovascular disease risk. This study investigates the impact of NAFLD-related single nucleotide polymorphisms (SNPs) on carotid atherosclerosis development in a Japanese population without diabetes, dyslipidemia, and hypertension.

Methods: The prospective observational study, part of the Kyushu and Okinawa Population Study (KOPS), included 945 participants (median age 55 [47, 63]) without carotid atherosclerosis, increased alcohol intake, diabetes, dyslipidemia, hypertension, or chronic hepatitis at baseline.

A standards-based application for improving platelet transfusion workflow.

Objective: Thrombocytopenia is a common complication of hematopoietic stem-cell transplantation (HSCT), though many patients will become immune refractory to platelet transfusions over time. We built and evaluated an electronic health record (EHR)-integrated, standards-based application that enables blood-bank clinicians to match platelet inventory with patients using data previously not available at the point-of-care, like human leukocyte antigen (HLA) data for donors and recipients.

Materials And Methods: The web-based application launches as an EHR-embedded application or as a standalone application.

Global, regional, and national trends in drug use disorder mortality rates across 73 countries from 1990 to 2021, with projections up to 2040: a global time-series analysis and modelling study.

Background: Drug use disorder (DUD) poses a major public health crisis globally, necessitating immediate attention to global trends and future projections to develop effective health policies and interventions. Thus, we aimed to estimate the global trends in DUD mortality rates from 1990 to 2021 and future projections of DUD deaths until 2040 across 73 countries.

Methods: In this time-series analysis and modelling study, we investigated the global trends in DUD mortality rates from 1990 to 2021 using the WHO Mortality Database and forecasted future trends through 2040.

Reshaping Our Understanding of Sensation and Pain Following Breast Reduction Surgery.

Background: This study evaluated the sensory and breast pain outcomes in inferior versus superomedial pedicle breast reduction.

Methods: Twenty patients undergoing the inferior pedicle technique were matched to 20 patients undergoing the superomedial pedicle technique based on age, BMI, and resection weight. Patients were evaluated preoperatively and postoperatively at 1, 3, 6, and 12 months.

Reimagining community engagement in TB elimination: a perspective from the field.

The role of community engagement (CE) in TB policy, care provision and research has been recognized as important, but most models of CE put communities at the periphery of these activities. In this Editorial, written by TB-impacted community members and care providers, we explore the meaning of CE and current barriers to its implementation. We present a model of CE that places community members at the center of TB policy, care provision and research.

Informational rescaling of PCA maps with application to genetic distance.

Principal Component Analysis (PCA) is a powerful multivariate tool allowing the projection of data in low-dimensional representations. Nevertheless, datapoint distances on these low-dimensional projections are challenging to interpret. Here, we propose a computationally simple heuristic to transform a map based on standard PCA (when the variables are asymptotically Gaussian) into an entropy-based map where distances are based on mutual information (MI).

The unseen animal behind medicine: exploring considerations of animal-derived medications and anaesthetics in today's landscape.

Requests for medical and anaesthetic care that is 'vegan' or free of animal-derived components are becoming increasingly common in the cultural landscape. Such requests are often rooted in religious beliefs and practices. There are currently no requirements for the disclosure of animal-derived components in medical items.

Cerebrovascular reactivity: a stress test of brain vascular health in moyamoya disease.

This scientific commentary refers to 'Cerebrovascular reactivity and response times describe recent ischemic symptomatology in patients with moyamoya', by Han .  (https://doi.org/10.

Health indicators in the management of diabetes in Primary health care: Iran-package of Essential Non-communicable diseases (IraPEN) program.

Objectives: This study evaluated the effectiveness of the IraPEN program, an adapted version of the WHO Package of Essential Non-communicable Disease (PEN) intervention, in managing diabetes from September 2020 to September 2021 using the Input-Process-Output-Outcome framework.

Methods: In this Cross-sectional/Ecological study, aggregated data was collected from IraPEN facilities by medical universities using the electronic health system. The data was presented as numbers and proportions, for urban and rural healthcare facilities separately.

Predicting Mortality in Patients Hospitalized With Acute Myocardial Infarction: From the National Cardiovascular Data Registry.

Background: In-hospital mortality risk prediction is an important tool for benchmarking quality and patient prognostication. Given changes in patient characteristics and treatments over time, a contemporary risk model for patients with acute myocardial infarction (MI) is needed.

Methods: Data from 313 825 acute MI hospitalizations between January 2019 and December 2020 for adults aged ≥18 years at 784 sites in the National Cardiovascular Data Registry Chest Pain-MI Registry were used to develop a risk-standardized model to predict in-hospital mortality.

Development and Validation of a Postprocedure Stroke Screening Tool in Children With Cardiac Disease.

Background: Cardiac catheterization in children with heart disease is associated with an increased risk of arterial ischemic stroke. We created and evaluated the diagnostic performance of a bedside screening tool administered postprocedure to identify arterial ischemic stroke.

Methods: We developed a postprocedure stroke screen comprising history of stroke, responsiveness, command following, speech, facial and limb strength symmetry, new seizure, and caregiver concern.

Overview of Molecular Prognostication for Common Solid Tumor Histologies - What the Surgeon Should Know.

Study Design: Narrative Literature review.

Objective: To provide a general overview of important molecular markers and targeted therapies for the most common neoplasms (lung, breast, prostate and melanoma) that metastasize to the spine and offer guidance on how to best incorporate them in the clinical setting.

Methods: A narrative review of the literature was performed using PubMed, Google Scholar, Medline databases, as well as the histology-specific National Comprehensive Cancer Network guidelines to identify relevant articles limited to the English language.