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Journal For Immunotherapy of Cancer May 2024Artificial intelligence (AI) chatbots have become a major source of general and medical information, though their accuracy and completeness are still being assessed....
BACKGROUND
Artificial intelligence (AI) chatbots have become a major source of general and medical information, though their accuracy and completeness are still being assessed. Their utility to answer questions surrounding immune-related adverse events (irAEs), common and potentially dangerous toxicities from cancer immunotherapy, are not well defined.
METHODS
We developed 50 distinct questions with answers in available guidelines surrounding 10 irAE categories and queried two AI chatbots (ChatGPT and Bard), along with an additional 20 patient-specific scenarios. Experts in irAE management scored answers for accuracy and completion using a Likert scale ranging from 1 (least accurate/complete) to 4 (most accurate/complete). Answers across categories and across engines were compared.
RESULTS
Overall, both engines scored highly for accuracy (mean scores for ChatGPT and Bard were 3.87 vs 3.5, p<0.01) and completeness (3.83 vs 3.46, p<0.01). Scores of 1-2 (completely or mostly inaccurate or incomplete) were particularly rare for ChatGPT (6/800 answer-ratings, 0.75%). Of the 50 questions, all eight physician raters gave ChatGPT a rating of 4 (fully accurate or complete) for 22 questions (for accuracy) and 16 questions (for completeness). In the 20 patient scenarios, the average accuracy score was 3.725 (median 4) and the average completeness was 3.61 (median 4).
CONCLUSIONS
AI chatbots provided largely accurate and complete information regarding irAEs, and wildly inaccurate information ("hallucinations") was uncommon. However, until accuracy and completeness increases further, appropriate guidelines remain the gold standard to follow.
Topics: Humans; Artificial Intelligence; Immunotherapy; Neoplasms; Drug-Related Side Effects and Adverse Reactions
PubMed: 38816231
DOI: 10.1136/jitc-2023-008599 -
BMJ Open Diabetes Research & Care May 2024The Look AHEAD randomized clinical trial reported that an 8-year intensive lifestyle intervention (ILI) compared with diabetes support and education (DSE) in adults aged... (Randomized Controlled Trial)
Randomized Controlled Trial
Within and post-trial effects of an intensive lifestyle intervention on kidney disease in adults with overweight or obesity and type 2 diabetes mellitus: a secondary analysis of the Look AHEAD clinical trial.
INTRODUCTION
The Look AHEAD randomized clinical trial reported that an 8-year intensive lifestyle intervention (ILI) compared with diabetes support and education (DSE) in adults aged 45-76 years with type 2 diabetes and overweight/obesity delayed kidney disease progression. Here, we report long-term post-intervention follow-up for the trial's secondary outcome of kidney disease.
RESEARCH DESIGN AND METHODS
We examined effects of ILI (n=2570) versus DSE (n=2575) on decline in estimated glomerular filtration rate (eGFR) to <45 mL/min/1.73 m or need for kidney replacement therapy (KRT: dialysis or kidney transplant) during intervention and post-intervention follow-up (median 15.6 years overall).
RESULTS
Incidence of eGFR <45 mL/min/1.73 m was lower in ILI during the intervention (HR=0.80, 95% CI=0.66 to 0.98) but not post-intervention (HR=1.03, 0.86 to 1.23) or overall (HR=0.92, 0.80 to 1.04). There were no significant treatment group differences in KRT. In prespecified subgroup analyses, age×treatment interactions were significant over total follow-up: p=0.001 for eGFR <45 mL/min/1.73 m and p=0.01 for KRT. The 2205 participants aged >60 years at baseline had benefit in both kidney outcomes during intervention and overall (HR=0.75, 0.62 to 0.90 for eGFR <45 mL/min/1.73 m; HR=0.62, 0.43 to 0.91 for KRT). The absolute treatment effects were greater post-intervention: ILI reduced the rate of eGFR <45 mL/min/1.73 m by 0.46 and 0.76 cases/100 person-years during and post-intervention, respectively; and reduced KRT by 0.15 and 0.21 cases/100 person-years. The younger participants experienced no such post-intervention benefits.
CONCLUSIONS
ILI reduced kidney disease progression during and following the active intervention in persons aged ≥60 years. ILI should be considered for reducing kidney disease incidence in older persons with type 2 diabetes.
Topics: Humans; Diabetes Mellitus, Type 2; Middle Aged; Male; Female; Aged; Obesity; Glomerular Filtration Rate; Overweight; Life Style; Follow-Up Studies; Disease Progression; Diabetic Nephropathies; Risk Reduction Behavior; Prognosis
PubMed: 38816203
DOI: 10.1136/bmjdrc-2024-004079 -
BMJ Open Ophthalmology May 2024To investigate the recurrent non-arteritic retinal artery occlusion (RAO) in the same or opposite eye.
OBJECTIVES
To investigate the recurrent non-arteritic retinal artery occlusion (RAO) in the same or opposite eye.
METHODS
We searched the RAO registry at Seoul National University Bundang Hospital and included patients with recurrent RAO in the present study. Ophthalmic and systemic features were analysed to identify risk factors and visual outcomes.
RESULTS
Of the 850 patients in the non-arteritic RAO cohort, 11 (1.3%) experienced a second RAO recurrence, either in the same (5 patients; 0.6%) or opposite (6 patients; 0.7%) eye. The same eye group experienced an earlier recurrence (1-2 months, median 1 month) than the opposite eye group, where the time to recurrence was notably longer (8-66 months, median 22 months). Best corrected visual acuity (BCVA) in the same eye group decreased after the recurrence of RAO. In the same eye group, initial BCVA ranged from 20/200 to counting fingers (CF), while BCVA during RAO recurrence ranged from CF to hand motion. When RAO recurred in the opposite eye, the reduction in visual acuity was less severe than the reduction of the initial episode: initial episode ranged from 20/400 to light perception and recurrent episode ranged from 20/25 to 20/400. Patients exhibited varying degrees of carotid (81.8%) and cerebral (9.1%) artery occlusions. Additionally, one patient in each group (total 2 patients, 18.2%) experienced a stroke 6 months after RAO recurrence.
CONCLUSIONS
Since the RAO recurrences could lead to devastating visual impairment, it is essential to emphasise the importance of risk factor screening to patients while collaborating with neurologists and cardiologists.
Topics: Humans; Retinal Artery Occlusion; Recurrence; Male; Female; Visual Acuity; Middle Aged; Aged; Risk Factors; Retrospective Studies; Adult; Registries; Fluorescein Angiography; Aged, 80 and over; Tomography, Optical Coherence; Follow-Up Studies
PubMed: 38816011
DOI: 10.1136/bmjophth-2024-001636 -
BMJ Open Ophthalmology May 2024Considering the putative role of light in myopia, and variations in socioeconomic, lifestyle, educational and environmental factors across ethnicities, we objectively...
PURPOSE
Considering the putative role of light in myopia, and variations in socioeconomic, lifestyle, educational and environmental factors across ethnicities, we objectively investigated light exposure patterns in Indian school children.
METHODS
The light exposure profile of 143 school children (9-15 years, 50 myopes) recorded using a validated wearable light tracker for six continuous days was analysed. Additional data for non-school days were available for 87 children (26 myopes). The illuminance exposure levels, time spent outdoors and epoch (number of times participant is exposed to a predefined range of lux level per day) were compared between myopes and non-myopes across different light conditions: ≥1000, ≥3000, ≥5000 and ≥10 000 lux. For school days, light exposure profiles during (1) before school, school and after school hours; and (2) class, break and transition (when a student travels to and from school) time were analysed.
RESULTS
The overall median (IQR) daily illuminance exposure level, time spent outdoors and epochs at outdoors (≥1000 lux) were 807 (507-1079) lux/day, 46 (30-64) min/day and 9 (6-12) times/day, respectively. The daily illuminance exposure on non-school days was significantly higher in non-myopes than myopes (6369 (4508-9112) vs 5623 (2616-6929) lux/day, p=0.04). During transition time (school days), non-myopes had significantly higher illuminance exposure (910 (388-1479) vs 550 (263-1098) lux/day, p=0.04), spent more time outdoors (25 (10-43) vs 14 (4-29) min/day, p=0.01) and had higher outdoor epochs (6 (4-11) vs 5 (2-8) times/day, p=0.01) than myopes.
CONCLUSIONS
A small but significant difference in illuminance exposure, time spent outdoors and epoch was noted between myopes and non-myopes during transition time, which may have implications in myopia control.
Topics: Humans; Child; Myopia; Female; Male; Adolescent; Schools; India; Light; Students
PubMed: 38816010
DOI: 10.1136/bmjophth-2023-001469 -
BMJ Open Quality May 2024Sick preterm neonates are most vulnerable to developing skin injuries. Despite sound knowledge and application of evidence-based practices for preventing medical...
INTRODUCTION
Sick preterm neonates are most vulnerable to developing skin injuries. Despite sound knowledge and application of evidence-based practices for preventing medical adhesive-related skin injury (MARSI), the incidence of MARSI was 30 events per 1000 adhesive application days in our unit.
AIMS AND OBJECTIVES
We aimed to reduce the median MARSI rate from the existing 30 per 1000 MARSI days to <5 per 1000 MARSI over 5 months from June 2023 to October 2023.
MATERIAL & METHODS
With the point-of-care quality improvement (QI) approach, a prospective study was planned to reduce the incidence of MARSI among sick very preterm newborns (<32 weeks gestational age) and eventually improve overall skin condition during hospital stay. Sequential Plan-Do-Study-Act cycles were implemented based on the identified risk factors recognised during recurring team discussions.
RESULTS
We demonstrated a reduction in the MARSI rate from 30 events per 1000 adhesive applications (during baseline assessment) to zero events per 1000 adhesive applications at the end of the study period. It was temporally related to the assessment of skin risk stratification at admission using a validated tool, regular assessment of neonatal skin condition score based on the skin risk stratification, and reinforcement of MARSI prevention bundle by application of barrier spray. Awareness regarding 'skin injury prevention' bundles was continually generated among healthcare professionals. The MARSI rate remained <5 events per adhesive application in the sustenance phase over 6 months.
CONCLUSION
Implementing evidence-based skin care practices resulted in a significant reduction in iatrogenic cutaneous injury events in very preterm neonates.
Topics: Humans; Infant, Newborn; Quality Improvement; Prospective Studies; Intensive Care Units, Neonatal; Skin; Infant, Premature; Female; Male; Adhesives; Incidence
PubMed: 38816009
DOI: 10.1136/bmjoq-2023-002697 -
BMJ Open Quality May 2024Previous work found referrals for end-of-life care are made late in the dying process and assessment processes for care funding, through continuing healthcare fast-track...
Previous work found referrals for end-of-life care are made late in the dying process and assessment processes for care funding, through continuing healthcare fast-track funding often inhibit people being able to die at home. The average time to discharge was 6.3 days and 29% died in hospital, as median survival was only 15 days.We aimed to support discharge to home within 1 day by December 2023 for patients, wishing to die at home, referred to the end-of-life discharge team in a medium-sized district general hospital in Southwest England.In phase 1, we identified 13 people on a patient-by-patient basis, learning from obstacles. Barriers identified included sourcing of equipment, communication between teams and clunky paperwork. Median time to discharge was 2 days (range within 24 hours to 8 days) with 2/13 (15.4%) dying prior to discharge. In phase 2, we extended the pilot, and 104 patients were identified; 94 people were discharged to home, with a median of wait of 1 day (range 0-7) to discharge, and 10 (9.6%) died prior to discharge (median 1 day; range 0-4). Median survival from discharge for the 94 who achieved their wishes to go home to die was 9 days (range 1-205 days). Only 26/94 (27.7%) people survived more than 30 days.Rapid decision-making and structures to support home-based end-of-life care can support more people to die in their preferred place of care, by using a community-based rapid response team instead of, or in parallel with continuing healthcare fast-track funding referral applications. Current pathways and funding models are not fit for purpose in an urgent care scenario when we have only one chance to get it right.
Topics: Humans; Terminal Care; Quality Improvement; Home Care Services; Female; England; Male; Aged; Aged, 80 and over; Middle Aged; Patient Discharge
PubMed: 38816007
DOI: 10.1136/bmjoq-2024-002790 -
Journal of the International... 2024Recent studies have shown social determinants of health (SDOH) to impact HIV care engagement. This cross-sectional study (Oct 20-Apr 21) assessed the impact of a range...
Recent studies have shown social determinants of health (SDOH) to impact HIV care engagement. This cross-sectional study (Oct 20-Apr 21) assessed the impact of a range of SDOH on HIV care engagement using data from HIV Care Connect, a consortium of three HIV care facility-led programs (Alabama, Florida, Mississippi). The exposures were captured using the PRAPARE (Protocol for Responding to and Assessing Patient Assets, Risks, and Experiences) scale. The outcome was captured using the Index of Engagement in HIV Care scale. Participants (n = 132) were predominantly non-White (87%) and male (52%) with a median age of 41 years. Multivariable logistic regression adjusted for various sociodemographics showed lower HIV care engagement to be associated with being uninsured/publicly insured, having 1-3 unmet needs, socially integrating ≤five times/week, and having stable housing. Factors such as unmet needs, un-/underinsurance, and social integration may be addressed by healthcare and community organizations.
Topics: Humans; Cross-Sectional Studies; Male; HIV Infections; Adult; Social Determinants of Health; Female; Middle Aged; Southeastern United States; Young Adult; Patient Acceptance of Health Care
PubMed: 38816001
DOI: 10.1177/23259582241251728 -
The Lancet. Microbe May 2024Serial measurement of virological and immunological biomarkers in patients admitted to hospital with COVID-19 can give valuable insight into the pathogenic roles of...
Early trajectories of virological and immunological biomarkers and clinical outcomes in patients admitted to hospital for COVID-19: an international, prospective cohort study.
BACKGROUND
Serial measurement of virological and immunological biomarkers in patients admitted to hospital with COVID-19 can give valuable insight into the pathogenic roles of viral replication and immune dysregulation. We aimed to characterise biomarker trajectories and their associations with clinical outcomes.
METHODS
In this international, prospective cohort study, patients admitted to hospital with COVID-19 and enrolled in the Therapeutics for Inpatients with COVID-19 platform trial within the Accelerating COVID-19 Therapeutic Interventions and Vaccines programme between Aug 5, 2020 and Sept 30, 2021 were included. Participants were included from 108 sites in Denmark, Greece, Poland, Singapore, Spain, Switzerland, Uganda, the UK, and the USA, and randomised to placebo or one of four neutralising monoclonal antibodies: bamlanivimab (Aug 5 to Oct 13, 2020), sotrovimab (Dec 16, 2020, to March 1, 2021), amubarvimab-romlusevimab (Dec 16, 2020, to March 1, 2021), and tixagevimab-cilgavimab (Feb 10 to Sept 30, 2021). This trial included an analysis of 2149 participants with plasma nucleocapsid antigen, anti-nucleocapsid antibody, C-reactive protein (CRP), IL-6, and D-dimer measured at baseline and day 1, day 3, and day 5 of enrolment. Day-90 follow-up status was available for 1790 participants. Biomarker trajectories were evaluated for associations with baseline characteristics, a 7-day pulmonary ordinal outcome, 90-day mortality, and 90-day rate of sustained recovery.
FINDINGS
The study included 2149 participants. Participant median age was 57 years (IQR 46-68), 1246 (58·0%) of 2149 participants were male and 903 (42·0%) were female; 1792 (83·4%) had at least one comorbidity, and 1764 (82·1%) were unvaccinated. Mortality to day 90 was 172 (8·0%) of 2149 and 189 (8·8%) participants had sustained recovery. A pattern of less favourable trajectories of low anti-nucleocapsid antibody, high plasma nucleocapsid antigen, and high inflammatory markers over the first 5 days was observed for high-risk baseline clinical characteristics or factors related to SARS-CoV-2 infection. For example, participants with chronic kidney disease demonstrated plasma nucleocapsid antigen 424% higher (95% CI 319-559), CRP 174% higher (150-202), IL-6 173% higher (144-208), D-dimer 149% higher (134-165), and anti-nucleocapsid antibody 39% lower (60-18) to day 5 than those without chronic kidney disease. Participants in the highest quartile for plasma nucleocapsid antigen, CRP, and IL-6 at baseline and day 5 had worse clinical outcomes, including 90-day all-cause mortality (plasma nucleocapsid antigen hazard ratio (HR) 4·50 (95% CI 3·29-6·15), CRP HR 3·37 (2·30-4·94), and IL-6 HR 5·67 (4·12-7·80). This risk persisted for plasma nucleocapsid antigen and CRP after adjustment for baseline biomarker values and other baseline factors.
INTERPRETATION
Patients admitted to hospital with less favourable 5-day biomarker trajectories had worse prognosis, suggesting that persistent viral burden might drive inflammation in the pathogenesis of COVID-19, identifying patients that might benefit from escalation of antiviral or anti-inflammatory treatment.
FUNDING
US National Institutes of Health.
PubMed: 38815595
DOI: 10.1016/S2666-5247(24)00015-6 -
EBioMedicine May 2024Dengue epidemics impose considerable strain on healthcare resources. Real-time continuous and non-invasive monitoring of patients admitted to the hospital could lead to...
BACKGROUND
Dengue epidemics impose considerable strain on healthcare resources. Real-time continuous and non-invasive monitoring of patients admitted to the hospital could lead to improved care and outcomes. We evaluated the performance of a commercially available wearable (SmartCare) utilising photoplethysmography (PPG) to stratify clinical risk for a cohort of hospitalised patients with dengue in Vietnam.
METHODS
We performed a prospective observational study for adult and paediatric patients with a clinical diagnosis of dengue at the Hospital for Tropical Disease, Ho Chi Minh City, Vietnam. Patients underwent PPG monitoring early during admission alongside standard clinical care. PPG waveforms were analysed using machine learning models. Adult patients were classified between 3 severity classes: i) uncomplicated (ward-based), ii) moderate-severe (emergency department-based), and iii) severe (ICU-based). Data from paediatric patients were split into 2 classes: i) severe (during ICU stay) and ii) follow-up (14-21 days after the illness onset). Model performances were evaluated using standard classification metrics and 5-fold stratified cross-validation.
FINDINGS
We included PPG and clinical data from 132 adults and 15 paediatric patients with a median age of 28 (IQR, 21-35) and 12 (IQR, 9-13) years respectively. 1781 h of PPG data were available for analysis. The best performing convolutional neural network models (CNN) achieved a precision of 0.785 and recall of 0.771 in classifying adult patients according to severity class and a precision of 0.891 and recall of 0.891 in classifying between disease and post-disease state in paediatric patients.
INTERPRETATION
We demonstrate that the use of a low-cost wearable provided clinically actionable data to differentiate between patients with dengue of varying severity. Continuous monitoring and connectivity to early warning systems could significantly benefit clinical care in dengue, particularly within an endemic setting. Work is currently underway to implement these models for dynamic risk predictions and assist in individualised patient care.
FUNDING
EPSRC Centre for Doctoral Training in High-Performance Embedded and Distributed Systems (HiPEDS) (Grant: EP/L016796/1) and the Wellcome Trust (Grants: 215010/Z/18/Z and 215688/Z/19/Z).
PubMed: 38815363
DOI: 10.1016/j.ebiom.2024.105164 -
Acta Pharmaceutica (Zagreb, Croatia) Jun 2024In patients with chronic heart failure (CHF), the use of angiotensin-converting enzyme inhibitors, including ramipril, is recommended to reduce the risk of heart failure...
In patients with chronic heart failure (CHF), the use of angiotensin-converting enzyme inhibitors, including ramipril, is recommended to reduce the risk of heart failure worsening, hospitalisation, and death. Our aim was to investigate the influence of body composition on the pharmacokinetics of ramipril and its active metabolite ramiprilat and to evaluate the changes in pharmacokinetics after prolonged therapy. Twenty-three patients with CHF who were on regular therapy with ramipril participated at the first study visit ( median age 77 years, 65 % male, and 70 % New York Heart Association Class II); 19 patients attended the second study visit and the median time between the two visits was 8 months. Pharmacokinetics were assessed using a nonlinear mixed-effects parent-metabolite model comprising two compartments for ramipril and one compartment for ramiprilat. The influence of body size and composition was best described by an allometric relationship with fat-free mass. In addition, ramipril clearance was related to patient age and daily ramipril dose, while clearance of ramiprilat was influenced by glome rular filtration rate and daily ramipril dose. There were no clinically relevant changes in the pharmacokinetics of ramipril and ramiprilat between the study visits. Due to the relatively stable pharmacokinetics of ramipril, regular outpatient visits at 6-month intervals seem appropriate to evaluate ramipril therapy.
Topics: Humans; Ramipril; Heart Failure; Male; Angiotensin-Converting Enzyme Inhibitors; Aged; Female; Longitudinal Studies; Chronic Disease; Aged, 80 and over; Middle Aged; Body Composition
PubMed: 38815200
DOI: 10.2478/acph-2024-0018