Stroke, Volume 56, Issue Suppl_1, Page ATP86-ATP86, February 1, 2025. Background:Artificial intelligence (AI) stroke imaging software is becoming mainstay in many hub-and-spoke hospitals. Brainomix 360 Stroke software is the market leader in Europe focused on leveraging simple imaging (non-contrast computerized topography (NCCT) and CT angiography (CTA)) and has recently been FDA-cleared for use in the USA. We evaluated the implementation of Brainomix 360 AI Stroke software in the 17 spoke, multi-state Mayo Clinic Health System (MCHS) telestroke network.Methods:This prospective study compared decision and treatment times before and after Brainomix AI implementation, as well as clinician feedback and simulated decision making to better understand any changes seen. Patients were included if they underwent telestroke evaluation at an MCHS emergency department within 90 days of implementation (2/9/2024-8/8/2024), and excluded if they were already admitted to the hospital or if video evaluation was not performed. Data collection included demographics, clinical decisions and treatment times. Qualitative surveys were conducted at baseline and evaluation end, as well as simulated decision making in 20 de-identified cases randomized to with/without AI through an online portal.Results:A total of 907 patients were included (444 pre- and 463 post-implementation, 287 (32%) with ischemic stroke final diagnosis). Median NIHSS was 2. IVT was recommended in 20.3% (27/148 ischemic stroke patients) pre- and 25.9% (36/139) post-implementation. EVT was recommended in 16.2% (24/148) pre and 14.4% (20/139) post. AI use was associated with trends of faster telestroke activation to IVT decision (36 vs 32 mins, p=0.6), IVT administration (47 vs 40 minutes, p=0.6), and EVT decision (36 vs 33 minutes, p=0.5). In the simulation, imaging interpretation was significantly faster when randomized to AI use (3.4 vs 2.1 mins, p
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Abstract WP269: Predicting post-stroke all-cause dementia incidence using machine learning models and electronic health record data
Stroke, Volume 56, Issue Suppl_1, Page AWP269-AWP269, February 1, 2025. Introduction:All-cause dementia remains a significant public health concern, with stroke recognized as a key risk factor. Few studies have applied Machine Learning (ML) models to accurately predict cognitive impairment and dementia, yet none have specifically focused on post-stroke dementia risk prediction. This study aims to compare the efficacy of ML approaches and traditional biostatistical methods for predicting the incidence of one-year post-stroke all-cause dementia using electronic health record (EHR) data.Methods:We analyzed de-identified data extracted from the TriNetX network, covering 60 healthcare organizations. This study included patients aged 20+ who experienced their first stroke (any type) in 2018 (baseline). We excluded those with dementia history, lacking data 3 years after stroke onset, or without relevant health data within 3 years preceding stroke. We developed four models: Logistic regression (LR) with backward selection, regularized LR (LASSO and Ridge regression), and Random Forest (RF). The primary outcome was the incidence of all-cause dementia within one year post-stroke. Covariates included demographics, comorbidities, medications, laboratory measures, and vital signs. Model performance was evaluated using accuracy and the area under the curve (AUC) of the receiver operating characteristic (ROC).Results:The final cohort comprised 55,888 adults, of whom 8% developed all-cause dementia within the subsequent year. The sample was 48.4% female, with a distribution of 8.7% aged 20-44, 37.2% aged 45-64, and 54.0% aged 65+. About 64% were non-Hispanic Whites. Among those who developed dementia, 49.7% were female and 80.5% were 65+. They had slightly higher systolic blood pressure, lower BMI, higher rates of comorbidities, and medication use (Table 1). Performance metrics for the models were as follows: LR with backward selection (accuracy: 92.07%; AUC: 0.8033), LASSO regression (92.09%;0.8000), Ridge regression (92.04%; 0.8026), and RF (92.20%; 0.7828) (Table 2).Conclusion:This study demonstrated the feasibility of using ML models to accurately predict post-stroke all-cause dementia incidence. All models showed high accuracy and robust discriminative ability, with the RF model achieving the best accuracy and traditional LR displaying the highest AUC. ML approaches can effectively learn from the data to identify individuals at higher risk of post-stroke dementia, potentially enabling targeted interventions and improved patient care.
Prevalence of chronic kidney disease in Western Australia, 2010-2020
Objective
To assess the prevalence and trends of chronic kidney disease (CKD) in Western Australia (WA) from 2010 to 2020 using linked pathology data.
Design
A retrospective observational cohort study using linked de-identified data from WA pathology providers, hospital morbidity records and mortality records.
Setting
A Western Australian population-based study.
Participants
All individuals aged 18 years and older with at least one serum creatinine test.
Primary outcome measure
CKD status as determined by estimated glomerular filtration rate and urine albumin-creatinine ratio.
Results
Analysing data from 2 501 188 individuals, there was a significant increase in age-sex standardised CKD prevalence from 4.7% in 2010 to 6.0% in 2020, with annual average percentage change of 3.0% (95% CI: 2.3% to 3.7%). Prevalence of CKD stages 3 and above was 4.8% in 2020. Higher CKD prevalence was observed in regional and remote areas compared with major cities, and among individuals in the most socioeconomically disadvantaged quintiles. Sensitivity analysis indicated minor impacts from data exclusions and methodological choices.
Conclusions
CKD prevalence in WA has been steadily increasing, reflecting broader Australian trends. The study highlights significant disparities in CKD prevalence based on age, socioeconomic status and geographic remoteness.
Mama Empoderada: study protocol for a pilot trial of a novel parenting and mental health prevention intervention for migrant mothers with young children at the Mexico-US border
Introduction
Migrant women in transit face high risk of developing mental health problems such as depression and anxiety, driven by gendered social-structural factors including violence, social isolation, migration uncertainty, limited access to services and gender inequities. Although migrant women who endure such conditions have high need for mental health prevention, few evidence-based interventions are tailored to this population. Moreover, while women and children’s mental health are interconnected, few mental health interventions address parenting needs. The aim of this study is to pilot-test a novel parenting and mental health prevention intervention for migrant mothers with young children (MMC) in Tijuana, Mexico, including (a) assessing acceptability; (b) estimating effect sizes on symptoms of depression, anxiety, and parenting stress; (c) identifying which theory-based mechanisms of action predict changes in outcomes; and (d) identifying factors associated with differential intervention response.
Methods and analysis
‘Mamá Empoderada’ (Mom Power) is a theory-based, trauma-informed group intervention to promote mental health and responsive parenting among mothers with young children (0–5 years). This is an evidence-based intervention that has been previously evaluated in the USA and has been recently adapted for Spanish-speaking mothers. We have recently adapted this intervention for MMC in Mexico and will conduct a pilot randomised controlled trial (RCT) of the intervention with MMC (n=100; Ntreatment=50; Ncontrol=50). The intervention group (IG) will receive 10 group and three individual sessions addressing attachment-based parenting skills, linkage to resources (eg, food, shelter), social support, and self-care and resilience over a 5-week period. The control group will receive standard of care programming and will be offered participation in the intervention following completion. Both groups will complete baseline and exit surveys, as well as follow-up surveys at 2, 4 and 6 months postintervention. Statistical analyses will compare primary (ie, symptoms of depression and anxiety; parenting stress) and intermediate outcomes (eg, resilience, service utilisation) by exposure to intervention condition.
Ethics and dissemination
This study is approved by the San Diego State University and El Colegio de la Frontera Norte Institutional Research Boards. Findings will inform a larger trial to evaluate intervention efficacy. In collaboration with our community partners, results will be disseminated via peer-reviewed publications; presentations; and plain-language reports, infographics, and presentations to community, clinical, and policy audiences. If efficacious, this intervention is highly promising as a novel, low-cost, and feasible model that could be implemented in border settings in Mexico, the USA and elsewhere. Amid rising population displacement and prolonged and traumatic migration journeys, this study addresses an urgent need for scalable and tailored mental health prevention for MMC in border contexts.
Trial registration number
NCT06468046.
Linee guida per la prevenzione e la gestione della riattivazione del virus dell’epatite B
I ricercatori hanno aggiornato le linee guida per la pratica clinica su […]
Linee guida di pratica clinica per la riabilitazione dell’ictus
Questo documento riassume le linee guida aggiornate per la pratica […]
AGA Clinical Practice Guideline on the Prevention and Treatment of Hepatitis B Virus Reactivation in At-Risk Individuals
Hepatitis B reactivation (HBVr) can occur due to a variety of immune-modulating exposures, including multiple drug classes and disease states. Antiviral prophylaxis can be effective in mitigating the risk of HBVr. In select cases, clinical monitoring without antiviral prophylaxis is sufficient for managing the risk of HBVr. This clinical practice guideline update aims to inform frontline health care practitioners by providing evidence-based practice recommendation for the management of HBVr in at-risk individuals.
Elsewhere in The AGA Journals (Preview Section)
Continuing the Commitment to Diversity, Equity, and Inclusion Within AGA Journals
Science and medicine are dynamic, evolving areas of study and practice. Scientific journal publications reflect the rapidly shifting knowledge and paradigms set by the scientific community. This community produces and consumes journal content, impacted by multidimensional current and historical contexts. The paradigm-shifting events of 2020 amplified awareness and demand for scientific journals to more fully reflect the intersection of science, medicine, and health equity. From this demand came the inspiration to develop the Diversity, Equity, and Inclusion (DEI) Section in Gastroenterology in January 2022, and, soon after, a parallel DEI section in Clinical Gastroenterology and Hepatology (CGH) in July 2022, within the framework of the American Gastroenterological Association (AGA) Equity Project.
Effect of photobiomodulation as preventive treatment of diabetic foot ulcer: randomised, controlled, double-blind, clinical trial protocol
Introduction
The prevention of diabetic foot ulcer (DFU) involves the classification of risk, systemic care, regular examinations, foot care, therapeutic education and adjunct treatments. Photobiomodulation (PBM) has been successfully administered for the healing of DFU and its preventive effects have drawn the interest of researchers.
Methods and analysis
The purpose of the study is to assess the effect of PBM for the prevention of DFU through a randomised, controlled, double-blind, clinical trial. Individuals from 18 to 75 years of age of both sexes with type 2 diabetes mellitus (DM) at moderate to high risk of developing DFU will be randomly allocated to two groups of 32 participants each. The PBM group will wear a boot with 1344 light-emitting diodes (LEDs)—504 with a wavelength of 660 nm located on the sides of the boot (28.5 mW, 10 J per LED), 504 with a wavelength of 850 nm also on the sides of the boot (23 mW, 8 J per LED), 168 with a wavelength of 660 nm on the base of the boot (28.5 mW, 10 J per LED) and 168 with a wavelength of 850 nm also on the base of the boot (23 mW, 8 J per LED). The boot will be worn once a day for 6 min over 60 days and the participants will also receive therapeutic education. The control group will wear a non-therapeutic LED boot (sham) under the same conditions and will also receive therapeutic education. Assessments will be performed at the beginning of the study, after 30 days (clinical examination) and after 60 days (clinical examination, assessment of peripheral neuropathy (PN) and peripheral artery disease (PAD), blood and urine examinations and quality of life).
Ethics and dissemination
This protocol received approval from the Human Research Ethics Committee of Nove de Julho University and the Mandaqui Hospital Complex (certificate number: 66098522.0.3001.5511; final approval date: 22 June 2023). The findings will be published in a peer-reviewed journal.
Trial registration number
NCT06353568, ClinicalTrials.gov.
Diagnostic performance of the DISQVER metagenomic sequencing tool for the identification of pathogens in febrile neutropenic patients: the ADNEMIA trial
Introduction
While intensive protocols in onco-haematology have improved survival rates for patients with haematological malignancies, they have also resulted in an increased incidence of infection associated with therapy-induced immunosuppression (including chemotherapy-induced febrile neutropenia; FN). The occurrence of FN, associated with high morbidity and mortality, necessitates broad-spectrum antibiotic therapy, occasioning delayed chemotherapy and resulting in a loss of opportunity for the patient. Considering that without an identified pathogen, a 10% mortality rate can ensue, documentation is essential to the optimisation of antibiotic therapy. However, blood culture (the reference test) is limited for several reasons: such as fastidious culture, antibiotic treatment prior to sampling or insufficient sample volume. Sequencing technologies have led to the development of diagnostic approaches based on the detection of circulating DNA in blood. This study will aim to assess the clinical utility of metagenomic next-generation sequencing (mNGS)-DISQVER technology in detecting pathogenic microorganisms from blood samples of patients undergoing high-risk FN treatment.
Methods and analysis
This nationwide, prospective, multicentre, interventional, proof-of-concept clinical trial will enrol 200 patients. Will include patients≥18 years old, treated for malignancy, at high risk of FN (Multinational Association for Supportive Care in Cancer score≤21) with an expected duration of neutropenia≥7 days. Patients who received antibiotic treatment within 24 hours prior to enrolment, have previously participated and/or have enhanced protection will be excluded. The primary outcome will be determined by considering the microorganisms responsible for this FN, weighted by the assessment of an adjudication committee. Secondary outcomes will evaluate patient management depending on the arm. The second secondary outcome will be determined by the duration of conventional assessment, frequency of microorganisms detected during routine care and percentage distribution of theoretical adjustments made to anti-infective treatment based on microorganisms diagnosed using the mNGS-DISQVER tool as compared with conventional practices. Identifying the pathogens responsible for high-risk FN from a blood sample, using an unbiased technique, can provide microbiological documentation and may even reveal unexpected microorganisms in these profoundly immunocompromised patients.
Ethics and dissemination
The protocol received approval from the Comité de Protection des Personnes Sud-Méditerranée II. All participants will provide informed consent before participation. The trial has been registered on ClinicalTrials.gov (identifier NCT06075888). The results of the main trial and each of the secondary endpoints will be submitted for publication in a peer-reviewed journal.
Trial registration number
ClinicalTrials.gov NCT06075888.
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. Patient confidentiality is ensured, and study results will be shared at conferences and in medical papers.
Ethics and dissemination
This study protocol was reviewed and approved by the ethics committee of the Isfahan University of Medical Sciences, Isfahan, Iran (IR.MUI.RESEARCH.REC.1401.184). The patient’s identity will be considered confidential and will not be revealed or published under any circumstances; all provisions of laws governing personal data protection will be observed. Patient data recorded in the electronic survey will be documented pseudonymously using de-identified patient ID codes, and authorised staff at each participating site will have access to only their identifiable data. Results from the study will be disseminated at national and international conferences and in medical papers.
Trial registration number
Ethics committee of the Isfahan University of Medical Sciences, Isfahan, Iran (IR.MUI.RESEARCH.REC.1401.184).
Effectiveness of the ARTHE-e app for exercise adherence in people with knee osteoarthritis: protocol for a randomised controlled trial
Introduction
Osteoarthritis, the most prevalent joint disease, poses a significant challenge due to its progressive nature and impact on the whole joint and periarticular structures. Although exercise is crucial for symptom improvement and progression slowdown, adherence to exercise programmes remains a concern. In response, we have developed a novel smartphone-based m-health application, ARTH-e, specifically designed to enhance adherence to adapted physical activity in individuals with knee osteoarthritis. We aim to perform a prospective,multicenter, randomized (1:1) controlled trial to compare the effectiveness of m-health application ARTH-e (intervention group) with standard care (control group) on exercise adherence in people with knee osteoarthritis. We hypothesise that adherence will be stronger among users of the ARTH-e application.
Methods and analysis
We will recruit 120 participants from 5 hospitals in France. The participants will undergo a comprehensive assessment, including the Exercise Adherence Rating Scale (EARS) at 2, 4 and 6 months, Knee Injury and Osteoarthritis Outcome Score, Evaluation of the Perception of Physical Activity, Tampa Scale of Kinesiophobia, European Quality of Life 5 Dimensions and 3 Lines and a Visual Analogue Scale rating of pain at baseline and 6 months. Adherence will be monitored using a connected bracelet. The intervention group will use the ARTH-e application for 6 months, while the control group will follow stay-active advice from their physician. The primary outcome will be the difference between groups in the evolution of the EARS score at 6 months.
Ethics and dissemination
The study has been approved by the medical ethics committee (Comité de Protection des Personnes) XI of Saint Germain en Laye (27 March 2024) (ID for ethics approval: 24.00330.000201). Eligible individuals will sign the informed consent form before enrolment. Study results will be reported in peer-reviewed publications and at scientific meetings.
Trial registration number
NCT06359171.
Regarding the AGA Clinical Practice Update on Integrating Vonoprazan Into Clinical Practice
I recently read the American Gastroenterological Association clinical practice update on integrating potassium-competitive acid blockers into clinical practice.1 I believe the advice and data presented regarding the use of vonoprazan for the treatment of Helicobacter pylori infections are misleading. Vonoprazan triple therapy is recommended despite the US/European vonoprazan trial reporting that vonoprazan-based therapy failed to produce high, or even acceptable, cure rates in patients with both clarithromycin susceptible and resistant infections.
Tre trapianti multiorgano in quattro giorni a Cesena
Inizio d’anno con un ‘tour de force’ al Bufalini
Linea guida sulla gestione del sovrappeso e dell’obesità
Questa linea guida pubblicata da NICE riguarda la prevenzione e la gestione […]