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Hoy — Marzo 4th 2026Tus fuentes RSS

Pragmatic, open-label, multicentre, randomised controlled trial to guide initial therapy for immune checkpoint inhibitor-induced inflammatory arthritis comparing standard of care (prednisolone) to adalimumab without glucocorticoids: REACT trial protocol

Por: Fisher · B. A. · Rowe · A. · Hodson · C. · Wilkhu · M. · Williams · E. · Turner · E. · Allard · A. · Blake · T. · Bombardieri · M. · Cope · A. P. · Dubey · S. · Mankia · K. · Malley · T. · Moore · O. · Payne · M. · Plummer · R. · Tilby · M. · Tillett · T. · Wong · E. · Wu · Y. · Filer · A. · Pra
Introduction

Immune checkpoint inhibitors (ICIs) have revolutionised cancer treatment through targeted disruption of the physiological pathways that maintain tissue tolerance, but which are co-opted by cancers to evade immunosurveillance. Thus, the resultant T-cell activity often causes immune-related adverse events including immune checkpoint inhibitor-induced inflammatory arthritis (ICI-IA). ICI-IA results in functional impairment that frequently persists, even after ICI discontinuation, with substantial quality-of-life impacts for cancer survivors.

A high-quality body of evidence to guide ICI-IA management remains an unmet need. Pharmacological treatment may be prolonged, typically begins with non-specific immunosuppression, including systemic steroids, and is usually only rationalised to more targeted therapy in resistant cases. Moreover, retrospective data suggest the high dose glucocorticoids sometimes used in new-onset ICI-IA may be associated with worse cancer outcomes.

Tumour necrosis factor (TNF) inhibition strategies are well established with excellent efficacy and safety profiles in ‘spontaneous’ inflammatory arthritides including rheumatoid and psoriatic arthritis. Mechanistic evidence from ex vivo and murine studies also supports the utility of anti-TNF therapy for steroid-refractory cases of ICI-IA. Although good clinical responses have been reported in this setting, the REACT trial (REmission induction of Arthritis caused by Cancer ImmunoTherapy) aims to provide randomised and robust clinical evidence for deploying targeted therapy earlier in ICI-IA management. It will test whether up-front anti-TNF therapy can more effectively and quickly control symptoms, reduce glucocorticoid exposure, prevent early ICI discontinuation and increase the frequency of drug-free ICI-IA remission.

Methods and analysis

REACT is a prospective, multicentre, open-label, superiority, two-arm, randomised controlled clinical trial to guide initial therapy for patients with ICI-IA. The trial will compare the current standard of care (initial prednisolone; Arm A) with the anti-TNF drug, adalimumab without glucocorticoids (Arm B).

The primary outcome is glucocorticoid-free arthritis remission rate at 24 weeks where remission is defined as: (i) No use of systemic or intra-articular glucocorticoids (except when used for adrenal insufficiency) within 4 weeks prior to assessment at 24 weeks; and (ii) absence of synovitis on clinical examination.

Ethics and dissemination

The protocol was approved by East Midlands—Leicester South Research Ethics Committee on 31-Oct-2024 (Ref: 24/EM/0202). Participants are required to provide written informed consent. The results of this trial will be disseminated through national and international presentations and peer-reviewed publications.

Trial registration number

ISRCTN18217497.

Beyond the doctors office: a longitudinal study mapping womens experiences of the maternal healthcare journey as a pathway to reducing maternal mortality in Nigeria

Por: Ope · B. W. · Attwood · P. · Mullins · E. · Hirst · J. E. · Norton · R. · Peden · M.
Objectives

Nigeria has one of the highest maternal mortality burdens globally. Improving maternal outcomes requires a better understanding of how women experience care across pregnancy, childbirth and the postnatal period. This study explored women’s maternal healthcare experiences across the perinatal continuum in Nigeria, with a focus on how challenges emerge and interact over time.

Design

Longitudinal qualitative study using patient journey mapping.

Setting

Public primary, secondary and tertiary healthcare facilities in Abuja, Nigeria.

Participants

12 pregnant women were purposively sampled. Each woman participated in two rounds of in-depth interviews: once in late pregnancy and again 2–6 weeks postpartum. All participants completed both interview rounds.

Methods

Data were collected through 24 semistructured in-depth interviews conducted longitudinally to capture changes in women’s experiences before and after childbirth. Interview guides were informed by existing maternal health frameworks. Transcripts were analysed using reflexive thematic analysis and organised across five stages of the maternal healthcare journey: Awareness, Consideration, Access, Treatment and Recovery.

Findings

This study introduces a five-stage framework: Awareness, Consideration, Access, Treatment and Recovery, to comprehensively explore maternal healthcare experiences. The findings reveal systemic inefficiencies at every stage of the pregnancy journey, from limited awareness of pregnancy test kits to unreliable booking systems and inadequate postpartum mental health support. This study highlights how early-stage barriers cascade into later phases, unlike traditional research that focuses only on clinical interactions. This study emphasises the importance of maternal care accessibility and recovery support, moving beyond a treatment-centric lens. 

Conclusion

This study presents a transformative framework for understanding maternal healthcare as a continuum of interconnected experiences. The research offers actionable insights to enhance maternal health outcomes through stage-specific strategies. The globally adaptable framework provides policymakers and healthcare practitioners with a roadmap to improve maternal healthcare systems in Nigeria and beyond. This holistic approach lays the foundation for reducing maternal mortality while ensuring equitable care for all.

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Imaging the choroidal microvasculature in intensive and high dependency care unit patients: a pilot study

Por: Cooper · G. M. · Burke · J. · Hamid · C. · Godden · E. · Dhaun · N. · King · S. · MacGillivray · T. · Baillie · K. · Griffith · D. M. · MacCormick · I. J. C.
Objectives

Microcirculatory dysfunction drives the end-organ pathophysiology of circulatory shock but is not reflected within existing clinical indices of perfusion, such as blood pressure. The choroidal vasculature of the retina can be measured non-invasively and we hypothesised that this may reflect dysfunction in other organs. We tested the feasibility of measuring the choroid in intensive care and explored associations between choroidal measurements and clinical parameters.

Design

A pilot study of optical coherence tomography conducted in a sample of general intensive care unit (ICU) patients.

Setting

A tertiary mixed ICU within the UK.

Participants

15 patients were recruited. One patient was excluded following withdrawal of active treatment. 12/14 (86%) of the remaining patients had successful baseline imaging and 6 (40%) of these had follow-up imaging within intensive care. These patients had a mean age of 56.3 years, were 71% (10/14) male and mean Acute Physiology and Chronic Health Evaluation 2 (APACHE2) score on ICU admission was 20.4.

Outcome measures

Choroidal anatomy, including choroidal and suprachoroidal thickness, as well as volumetric analysis of intrachoroidal blood vessels, was assessed using automated image segmentation along with clinical, physiological and biochemical data at ICU admission and after an interval of 12–72 hours. Feasibility and safety data were assessed throughout ICU admission.

Results

Baseline choroidal vascular index and choroidal thickness were positively associated with fluid balance, and negatively with APACHE2 score, haematocrit and albumin content. A measurable suprachoroidal space was seen in nine (75%) patients (range 25.0–110.0 microns) and was inversely associated with heart rate. There was substantial intraindividual variation in choroidal measurements over time. There were no safety concerns.

Conclusions

Measuring the choroid is feasible in patients with Intensive Care Society Level 2 or Level 3 requirements. The suprachoroidal space may be markedly enlarged in these patients. Exploratory associations with systemic variables suggest that the choroid may provide information about the microvascular function of other major organs. Size and change of choroidal measurements may reflect perfusion pressure and vascular leakage.

ALARUM: Active One Health surveillance in LMICs to monitor and predict Antimicrobial Resistance Using Metagenomics - a cross-sectional study protocol

Por: van der Sande · M. A. B. · Valia · D. · Tigoi · C. · Stoesser · N. · Stamm · L. · Marten · A. · Riems · B. · Musyimi · R. · Sibidou · Y. · Schurch · A. C. · Tiendrebeogo · E. W. · Mwaringa · S. · Kohns Vasconcelos · M. · Ingelbeen · B. · Tinto · H. · Bielicki · J. A. · Cooper · B. S. · B
Background

In rural sub-Saharan Africa (sSA), the burden of antimicrobial resistance (AMR) remains high. As AMR continues to rise, there is a strong need for practical, implementable surveillance to monitor and mitigate risks, as well as inform timely, evidence-based clinical decision-making. Emerging evidence points to possible community-level drivers, such as transmission between human, animal and environmental reservoirs as contributing factors, yet microbiological surveillance or opportunities for wastewater-based surveillance are often limited and insufficient in these settings. Therefore, alternative sustainable and affordable approaches are needed. We intend to build on the demonstrated potential of metagenomic profiling of pooled faecal material, which accurately predicted population-level AMR prevalence in invasive Enterobacterales infections.

Methods and analysis

We aim to validate this metagenomic pooled approach on additional populations, and to evaluate whether AMR patterns could be similarly predicted from surveillance of community One Health reservoirs. We will assemble existing data from hospital-based microbiology diagnostic laboratories in rural Burkina Faso and Kenya, and determine to what extent community-level metagenomic data, and/or faecal material of patients on hospital admission, can predict AMR in clinical isolates. We will perform community-level surveys in eight clusters per country, randomly selecting 15 households per cluster. We will systematically sample suspected environmental AMR exposure sites in and around households (soil, drinking water, latrines, chicken faeces) and collect data on community-level antibiotic use, hygiene practices, contact with domestic animals and sanitary facilities. Samples and data will be collected twice: during the dry and during the rainy season.

In addition to evaluating the accuracy of predicting resistance in clinical isolates, we will quantify community-level exposure risks. We will conduct metagenomic profiling on pooled DNA extracts from human stool samples (hospital and community-level) and from household environments. Bayesian statistical models will quantify relationships between AMR gene abundance in the environment and in human stool, and invasive bacteria identified among clinical patients, accounting for geography and seasonality. A cost-utility analysis will determine under what circumstances the use of pooled metagenomic data to inform empirical antibiotic policies would represent an efficient use of resources.

Ethics and dissemination

The proposed surveillance protocol is developed in partnership with local communities and local and international researchers and has received ethical approval in Kenya and Burkina Faso. It will assess whether intermittent, pooled-sample metagenomics provides a viable, low-cost and practical approach for population-level AMR surveillance in settings that—like many in rural sSA—lack systematic microbiological diagnostics and where sewage systems for wastewater-based surveillance are absent. By providing an alternative to routine microbiological-based surveillance where this proves challenging to implement, this approach may help improve treatment outcomes, contribute to equity and public health. Findings will be disseminated through peer-reviewed publications and academic conferences and will contribute to the recently proposed WHO AMR surveillance strategy, which combines survey-based approaches with routine AMR surveillance.

Spanish Translation, Cultural Adaptation and Validation of the Person‐Centred Practice Inventory‐Care (PCPI‐C): Enhancing Collaborative Care and Patient Involvement

ABSTRACT

Aim(s)

To translate, culturally adapt and validate the first Spanish version of the Person-centred Practice Inventory-Care (PCPI-C) instrument.

Design

Cross-cultural adaptation and psychometric validation.

Methods

Two-phase research design: (1) the PCPI-C's translation and cultural adaptation from English to Spanish following the ‘Translation and Cultural Adaptation of Patient-Reported Outcomes Measures-Principles Guide of Good Practice’ tool; and (2) a cross-sectional quantitative survey to assess the Spanish version's psychometric properties.

Results

A sample of 200 patients participated to obtain the PCPI-C's Spanish version. No significant issues arose during the translation process or the consulting sessions. No item exhibited an inadequate value following adjustment via the weighted kappa index (−scale-level content validity average of 0.95 for clarity and 0.97 for relevance). Psychometric evaluation revealed acceptable internal consistency (Cronbach's alpha from 0.67 to 0.84) and strong construct validity. Exploratory and confirmatory factor analyses supported a five-dimensional structure consistent with the domain Person-Centred Processes. Fit indices improved after model refinements, achieving CFI = 0.92, SRMR = 0.05 and RMSEA = 0.07. This study's observed psychometric properties confirm that the PCPI-C's Spanish version retains the original instrument's theoretical integrity, while showing strong reliability and validity in the new context.

Conclusion

The PCPI-C's Spanish translation was psychometrically valid when tested with Spanish patients, thus providing a culturally appropriate, psychometrically sound tool to evaluate Spanish-speaking patients' perception of person-centred care.

Impact

This study provides a validated instrument that allows for the assessment of person-centred practice in Spanish-speaking clinical environments. It enables healthcare professionals to measure patients' perceptions, track the implementation of person-centred principles and supports international comparative studies, contributing to the development of more ethical and responsive models of care.

Patient or Public Contribution

Patients participated in cognitive consultations and completed the survey for psychometric testing, ensuring that the translated items were understandable, culturally appropriate and reflective of their experiences of person-centred care.

In-hospital outcomes and associated factors of mortality in thai children with diabetic ketoacidosis: A national data analysis 2015–2023

by Ratikorn Chaisiwamongkol, Rattapon Uppala, Phanthila Sitthikarnkha, Leelawadee Techasatian, Suchaorn Saengnipanthkul, Pope Kosalaraksa, Kaewjai Thepsuthammarat, Sirapoom Niamsanit

Background and aims

Diabetic ketoacidosis (DKA) remains a major cause of pediatric morbidity and death. This study examined national trends in DKA hospitalizations and factors associated with in-hospital mortality among Thai children.

Materials and methods

A nationwide, retrospective cohort study was conducted using data from the National Health Security Office (NHSO) during 2015–2023. Children aged 1 month to under 18 years hospitalized with DKA were identified using International Classification of Diseases, 10th Revision, Thai Modification (ICD-10-TM) codes. Prevalence and mortality were described by year and region. Factors associated with death were assessed with multivariable logistic regression; model discrimination used area under the curve (AUC).

Results

Among 10,669 admissions, national DKA prevalence increased from 4.5 to 11.8 per 10,000 pediatric hospitalizations, with Bangkok showing the highest rates. The overall intubation rate was 10.2%, peaking in infants and older adolescents. Although national mortality declined from 2.2% to 0.6%, regional and age-specific fluctuations persisted. Independent associations with mortality included malignancy (Adjusted odds ratio [AOR] 5.25, 95% CI: 1.63-16.92; p=0.005), septic shock (AOR 2.93, 95% CI: 1.71-5.03; p Conclusion

DKA hospitalizations are increasing in Thailand, with regional variation and persistent mortality risk, particularly among patients with critical complications and vulnerable groups. Although declining mortality trends and lower mortality in recurrent cases suggests improved protocol-based treatment, targeted prevention strategies remain essential for high-risk populations.

Intervenciones de telemedicina para actuar en sedentarismo de pacientes trastorno mental grave: revisión de alcance

Objetivo. Resumir la literatura científica disponible sobre el uso de las intervenciones de telemedicina para actuar sobre el sedentarismo de los pacientes con Trastorno Mental Grave. Metodología. Revisión exploratoria o de alcance. Metodología: se realizaron y analizaron búsquedas en las bases de datos PubMed, CINAHL, Cuiden, Lilacs, Cochrane, APA PsycINFO. Se incluyeron finalmente 19 artículos. Resultados. 15 tenían metodología cuantitativa, 3 cualitativa y 1 enfoque mixto. Las patologías principales estudiadas fueron esquizofrenia, trastorno bipolar y trastorno depresivo mayor. Todos demostraron aplicaciones, utilidad e influencia de la telemedicina para tratar el sedentarismo y así aumentar la salud en la parte física, mental o social. Algunos estudios describieron problemas y dificultades señaladas por los pacientes, familiares y profesionales a nivel práctico. Una minoría de estudios analizaron la satisfacción de los usuarios con este tipo de intervenciones digitales, que se puede catalogar como media-alta. Discusión. Las intervenciones de telemedicina son usadas en la actualidad por los profesionales para medir mejor el nivel de sedentarismo. También como herramienta para mejorar la adherencia, realizar seguimiento del proceso de enfermedad y humanizar la asistencia sanitaria. Hay pocos estudios de investigación en esta materia. Se necesitan enfoques cuantitativos y cualitativos para aumentar el éxito de las intervenciones.

ABSTRACT

Objective. Summarize the available scientific literature on the use of telemedicine interventions to act on the sedentary lifestyle of patients with Severe Mental Illness. Methodology. Exploratory or scoping review. Methodology: searches were performed and analyzed in the PubMed, CINAHL, Cuiden, Lilacs, Cochrane, APA PsycINFO databases. Finally, 19 articles were included. Results. 15 had quantitative methodology, 3 qualitative and 1 mixed approach. The main pathologies studied were schizophrenia, bipolar disorder and major depressive disorder. All demonstrated applications, usefulness and influence of telemedicine to treat sedentary lifestyle and thus increase health in the physical, mental or social part. Some studies described problems and difficulties reported by patients, family members and professionals at a practical level. A minority of studies analyzed user satisfaction with this type of digital intervention, which can be classified as medium-high. Discussion. Telemedicine interventions are currently used by professionals to better measure the level of sedentary lifestyle. Also, as a tool to improve adherence, monitor the disease process and humanize healthcare. There are few research studies on this matter. Quantitative and qualitative approaches are needed to increase the success of interventions.

Identifying facilitators and barriers to implementing the Feverkidstool, a clinical decision tool, in the emergency department: a qualitative study in the Netherlands

Por: Vrijlandt · S. · Ista · E. · Kuiper · R. · van Veen · M. · van Wermeskerken · A.-M. · Ropers · F. · Oostenbrink · R.
Objectives

This study aimed to identify determinants that hinder or facilitate implementation of the Feverkidstool, a clinical decision support tool offering a quantitative, evidence-based approach, to manage children with fever in the emergency department (ED) setting.

Design

Qualitative study using semistructured interviews, analysed through directed content analysis guided by the Consolidated Framework for Implementation Research (CFIR).

Setting

Secondary and tertiary paediatric emergency departments in three hospitals in the Netherlands.

Participants

Eighteen potential end users of the Feverkidstool, including paediatricians and paediatric residents working in the ED and involved in the care of febrile children, participated in the study.

Primary outcome measure

Determinants of Feverkidstool implementation, categorised by CFIR domains: intervention characteristics, outer setting, inner setting, characteristics of individuals and implementation process.

Results

Respondents (n=18) perceived the evidence-based guidance by the Feverkidstool and its potential to reduce antibiotic use as valuable. However, concerns were raised about its applicability to critically ill children and those with comorbidities. User-friendliness was seen as a facilitator, whereas the need for C reactive protein testing and lack of integration with electronic health records were mentioned as barriers. The ability to standardise care for febrile children was considered an important benefit of using the Feverkidstool.

Conclusion

Barriers and facilitators across all CFIR domains are identified. Addressing these will facilitate implementation. When effectively implemented, the Feverkidstool has the potential to improve care for children presenting with fever in the ED. This may potentially lead to a more standardised approach and reduce unnecessary antibiotic prescriptions.

Decision Trees for Managing Impaired Physical Mobility in Multiple Trauma Patients

ABSTRACT

Aim

To develop and validate decision trees using conditional probabilities to identify the predictors of mortality and morbidity deterioration in trauma patients.

Design

A quasi-experimental longitudinal study conducted at a Level 1 Trauma Center in São Paulo, Brazil.

Method

The study analysed 201 patient records using standardised nursing documentation (NANDA International and Nursing Outcomes Classification). Decision trees were constructed using the chi-squared automatic interaction detection (CHAID) algorithm and validated through K-fold cross-validation to ensure model reliability.

Results

Decision trees identified key predictors of survival and mobility deterioration. Patients who did not require (NOC 0414) Cardiopulmonary Status but required (NOC 0210) Transfer Performance had a 97.4% survival rate. Conversely, those requiring (NOC 0414) Cardiopulmonary Status had a 25% risk of worsening mobility, compared to 9% for those who did not. K-fold cross-validation confirmed the model's predictive accuracy, reinforcing the robustness of the decision tree approach (Value).

Conclusion

Decision trees demonstrated strong predictive capabilities for mobility outcomes and mortality risk, offering a structured, data-driven framework for clinical decision-making. These findings underscore the importance of early mobilisation, tailored rehabilitation interventions and assistive devices in improving patient recovery. This study is among the first to apply decision trees in this context, highlighting its novelty and potential to enhance trauma critical care practices.

Implications for the Profession and/or Patient Care

This study highlights the potential of decision trees, a supervised machine learning method, in nursing practice by providing clear, evidence-based guidance for clinical decision-making. By enabling early identification of high-risk patients, decision trees facilitate timely interventions, reduce complications and support personalised rehabilitation strategies that enhance patient safety and recovery.

Impact

This research addresses the challenge of improving outcomes for critically ill and trauma patients with impaired mobility by identifying effective strategies for early mobilisation and rehabilitation. The integration of artificial intelligence-driven decision trees strengthens evidence-based nursing practice, enhances patient education and informs scalable interventions that reduce trauma-related complications. These findings have implications for healthcare providers, rehabilitation specialists and policymakers seeking to optimise trauma care and improve long-term patient outcomes.

Patient or Public Contribution

Patients provided authorisation for the collection of their clinical data from medical records during hospitalisation.

A Remote Nursing‐Guided Secondary Prevention Programme in Acute Coronary Syndrome. The SPRING Randomised Controlled Trial

ABSTRACT

Aim

To assess the impact of a nurse-led remote secondary cardiovascular prevention programme versus usual follow-up in patients who have suffered an acute coronary syndrome in terms of major adverse clinical events (MACE), diet, physical exercise, smoking, emotional state, adherence to medical treatment, cardiometabolic profile and anthropometric parameters within one year of discharge.

Design

Prospective, randomised, open-label, evaluator-blinded, multicentre trial.

Methods

Between October 17, 2017, and February 5, 2023, patients were randomly assigned to either a usual follow-up of two cardiology visits over 12 months or the nurse-led remote secondary cardiovascular prevention programme, which also included 5 nursing visits (one face-to-face and four remote).

Results

At 12 months, the nurse-led remote prevention programme group (interventional group) had lower smoking rates, greater adherence to medication, greater adherence to the Mediterranean diet, more physical activity, and better perceived health status compared to the usual follow-up group. The interventional group demonstrated a reduction in major adverse clinical events (20.7%) compared to the usual follow-up group (12.4%). This reduction was observed particularly in Acute Coronary Syndrome recurrence, all-cause hospitalisation, and hospitalisation for cardiovascular causes.

Conclusions

Patients randomised to the nurse-led remote prevention programme showed a significant reduction of the MACE, improved lifestyle, and medication adherence at 12 months compared to the usual follow-up group.

Implications for the Profession and/or Patient Care

This study illustrates the feasibility and efficacy of a remote secondary cardiovascular prevention programme led by advanced practice nurses in patients who have suffered an Acute Coronary Syndrome.

Reporting Method

CONSORT.

Patient or Public Contribution

None.

Trial Registration

The study was prospectively registered at www.clinicaltrials.gov: NCT03234023

The Impact of Doctor of Nursing Practice Education on Career Advancement and Professional Satisfaction: A Scoping Review

ABSTRACT

Aim

To explore the impact of Doctor of Nursing Practice (DNP) education on career advancement, job satisfaction, leadership competencies and contributions to healthcare systems.

Design

The study utilised a scoping review methodology based on Arksey and O'Malley's (2005) framework.

Methods

The search strategy was developed with an academic librarian to ensure thoroughness and relevance. Seven databases were searched using MesH terms. Inclusion criteria focused on peer-reviewed studies examining DNP education's influence on career advancement, job satisfaction and leadership. Thematic analysis was used to identify patterns and themes.

Data Sources

Studies were selected based on their focus on DNP-prepared nurses, nursing faculty or advanced practice nursing students in healthcare or academic settings, published between 2004 and 2024.

Results

Twenty-one studies met the inclusion criteria, highlighting DNP education's role in fostering leadership, professional development and evidence-based practice. Thematic analysis revealed the benefits of being a DNP graduate include contribution to professional development, contribution to leadership and contribution to the practice environment. The challenges to DNP graduates include underrecognition of competencies, high educational costs and limited academic opportunities that were also identified.

Conclusions

DNP education contributes to individual and professional growth, leadership development and healthcare system improvements. However, barriers such as financial constraints and inadequate recognition of DNP competencies must be addressed to maximise the impact of this educational model.

Implications for the Profession and/or Patient Care

DNP education empowers nurses to lead healthcare innovations, enhance patient care quality and reduce disparities in health outcomes. Strengthening financial and systemic support for DNP graduates is essential for sustaining these contributions.

Impact

DNP education is a transformative force in nursing, offering significant opportunities for leadership development and healthcare advancements. Aligning DNP programmes with evolving global healthcare challenges can further strengthen their impact on the profession and patient care.

Reporting Methods

PRISMA-ScR guidelines were followed.

Towards practical AI for agriculture: A self-supervised attention framework for Spinach leaf disease detection

by Nilavro Das Kabya, MD Shaifullah Sharafat, Rahimul Islam Emu, Mehrab Karim Opee, Riasat Khan

Malabar spinach is a nutrient-dense leafy vegetable widely cultivated and consumed in Bangladesh. Its productivity is often compromised by Alternaria leaf spot and straw mite infestations. This work proposes an efficient and interpretable deep learning framework for automatic Malabar spinach leaf disease classification. A curated dataset of Malabar spinach images collected from Habiganj Agricultural University and supplemented with public samples was categorized into three classes: Alternaria, straw mite, and healthy leaves. A lightweight SpinachCNN established a strong baseline, while Spinach-ResSENet, enhanced with squeeze-and-excitation modules, improved channel-wise attention and feature discrimination. A customized Vision Transformer (SpinachViT) and SwinV2-Base were further investigated to assess the benefits of transformer-based architectures under limited data. To mitigate annotation scarcity, we employed SimSiam-based self-supervised pretraining on unlabeled images, followed by supervised fine-tuning with cross-entropy or a hybrid objective combining cross-entropy and supervised contrastive loss. The best-performing domain-optimized model, SimSiam-CBAM-ResNet-50, incorporated Convolutional Block Attention Modules and achieved 97.31% test accuracy, 0.9983 macro ROC-AUC, and low calibration error, while maintaining robustness to Gaussian and salt-and-pepper noise. Although a SwinV2-Base benchmark pretrained on ImageNet-22k reached slightly higher accuracy (97.98%, 98.99% with test-time augmentation), its 86.9M parameters and reliance on large-scale pretraining reduce feasibility for edge deployment. In contrast, the SimSiam-CBAM model offers a more parameter-efficient and deployment-friendly solution for real-world agricultural applications. Model decisions are interpretable via Grad-CAM, Grad-CAM++, and LayerCAM, which consistently highlight biologically relevant lesion regions. The spinach dataset used in this study is publicly available on: https://huggingface.co/datasets/saifullah03/malabar_spinach_leaf_disease_dataset.

Specialist PrE-hospital rEDirection for ischaemic stroke thrombectomY (SPEEDY): study protocol for a cluster randomised controlled trial with included health economic and process evaluations

Por: Shaw · L. · Allen · M. · Day · J. · Ford · G. A. · James · M. · McClelland · G. · McMeekin · P. · Mossop · H. · Pope · C. J. · Simmonds · R. L. · White · P. · Wilson · N. · Price · C. I.
Background

Outcome from large vessel occlusion stroke can be significantly improved by time-critical thrombectomy but treatment is only available in regional comprehensive stroke centres (CSCs). Many patients are first admitted to a local primary stroke centre (PSC) and require transfer to a CSC, which delays treatment and decreases the chance of a good outcome. Access to thrombectomy might be improved if eligible patients could be identified in the prehospital setting and selectively redirected to a CSC. This study is evaluating a new specialist prehospital redirection pathway intended to facilitate access to thrombectomy.

Methods and analysis

This study is a multicentre cluster randomised controlled trial with included health economic and process evaluations. Clusters are ambulance stations (or teams) which are work bases for ambulance practitioners. Intervention allocated ambulance practitioners use the Specialist PrE-hospital rEDirection for ischaemic stroke thrombectomY (‘SPEEDY’) pathway which comprises initiation according to specific criteria followed by contact with CSC staff who undertake a remote assessment to select patients for direct CSC admission. Control allocated ambulance practitioners continue to provide standard care which comprises admission to a local PSC and transfer to a CSC for thrombectomy if required. A co-primary outcome of thrombectomy treatment rate and time from stroke symptom onset to thrombectomy treatment will evaluate the impact of the pathway. Secondary outcomes include key aspects of emergency care including prehospital/hospital time intervals, receipt of other treatments including thrombolysis, and performance characteristics of the pathway. A broad population of all ambulance practitioner suspected and confirmed stroke patients across participating regions is being enrolled with a consent waiver. Data about SPEEDY pathway delivery are captured onto a study case record form, but all other data are obtained from routine healthcare records. Powered on a ‘primary analysis population’ (ischaemic stroke patients with pathway initiation criteria), 894 participants will detect an 8.4% difference in rate and data from 564 thrombectomy procedures will detect a 30 minute difference in time to treatment. The full study population is estimated to be approximately 80 000. Regression modelling will be used to examine primary and secondary outcomes in several analysis populations. The economic analyses will include cost-effectiveness and cost–utility analyses, and calculation of willingness to pay at a range of accepted threshold values. The process evaluation involves semi-structured interviews with professionals and patient/family members to explore views and experiences about the SPEEDY pathway.

Ethics and dissemination

This study has ethical, Health Research Authority and participating NHS Trust approvals.

Dissemination of study results will include presentations at national and international conferences and events, publication in peer-reviewed journals, and plain English summaries for patient/public engagement activities.

Trial registration number

ISRCTN77453332.

A Mixed Effects Model Analysis for Inpatient Falls Using Health Record Data From 72 Hospitals

ABSTRACT

Aim/Design

This retrospective cohort study evaluated the relationship between patient falls, Morse Fall Scale (MFS) items, patient demographics, length of stay and hospital site.

Methods

Data were acquired from 72 hospitals in a health system. Logistic regression models were conducted including MFS items, demographics, length of stay, and interaction terms. The final mixed effects logistic regression model included significant patient-level covariates as fixed effects and hospital site as a random effect.

Results

6531 of 978,920 total admissions included a patient fall. Four MFS items (fall history, secondary diagnosis, gait weak/impaired, mental status—overestimates/forgets limitations) and three demographic items (male gender, increased age, longer length of stay) were associated with increased likelihood of falling. Two MFS items (ambulatory aids, intravenous therapy/lock) and Hispanic ethnicity were associated with decreased risk of falling. An interaction effect was present between male gender and mental status. Males who overestimate/forget limitations had 3.16 times higher odds of falling than females oriented to their own ability. The proportion of variance in falls between hospitals was 0.23 and the median odds ratio (MOR) 1.57.

Conclusion

This study uniquely assessed fall risk at the level of the patient and hospital, using data from nearly 1 million admissions at 72 hospitals. Controlling for patient characteristics, results demonstrate variability in fall risk among hospitals. Research informing hospital differences as well as gender and racial/ethnic differences in falls is needed to identify appropriate interventions.

Implications for Patient Care

As hospitals increasingly adopt risk-directed fall prevention, assessment tools should be re-evaluated for clinical utility and corresponding prevention practices. The MFS may be enhanced by removing intravenous lock as a risk and screening for additional risks such as medications and medical equipment. Quality improvement efforts must also consider the hospital's environment and processes that may further contribute to fall risk.

Reporting Method

Authors adhered to STROBE guidelines for reporting.

Patient Contribution

No Patient or Public Contribution.

Critical appraisal and comparison of clinical practice guideline recommendations for the treatment of anaemia in chronic kidney disease: a systematic review protocol

Por: Agnelli · J. C. M. · Costa · W. R. d. · Iwami · R. S. · Franques · R. T. · Lopes · L. C. · Barberato-Filho · S. · Bergamaschi · C. d. C.
Introduction

In chronic kidney disease (CKD), anaemia develops and evolves as kidney dysfunction progresses. The treatment of anaemia is described in clinical practice guidelines (CPGs), which are designed to report the most relevant evidence for clinical practice in disease management. This study will analyse CPGs for transparency, methodological quality and quality of recommendations for their implementation over time, and also compare recommendations for the treatment of anaemia outlined in these documents.

Methods and analysis

CPGs will be identified by conducting a systematic search of the data sources CINAHL, Embase, MEDLINE, Scielo, Scopus, ProQuest, Trip Database, Virtual Health Library, Web of Science, and guidelines on websites, published between January 2009 and December 2025. Three reviewers will, independently, evaluate the methodological quality of the guidelines using the Appraisal of Guidelines for REsearch and Evaluation II (AGREE-II) tool and the quality of recommendations using the AGREE – Recommendations Excellence tool. The treatment recommendations for anaemia in CKD will be summarised and compared. Results will be presented in tables and descriptive statistics will be compiled for all domains of the tools.

Ethics and dissemination

This is a literature-based study and, therefore, no ethical approval will be required. Results of the study can be submitted for publication in high-impact, peer-reviewed scientific journals, and also presented at national and international conferences.

Prospero registration number

CRD42024629656.

CORE-ALI: protocol for a pan-European mixed-methods study to develop a core outcome set for acute lower limb ischaemia

Por: Darwish · M. · Meecham · L. · Kukulski · L. · Zwetsloot · S. L. M. · DOria · M. · Schönherr · L. · Zlatanovic · P. · Jongkind · V. · Hinchliffe · R. · Enzmann · F. K. · European Vascular Research Collaborative (EVRC) · Croo · Gombert · Gratl · Avadanei · Karelis · Kiernan · Joha
Background

Acute lower limb ischaemia (ALI) is a life- and limb-threatening vascular emergency requiring urgent intervention. Despite advancements in therapeutic strategies, outcome reporting for ALI remains inconsistent, limiting evidence synthesis and guideline development. The CORE-ALI study aims to develop a Core Outcome Set (COS) to standardise outcome reporting and ensure the inclusion of both clinical and patient-centred metrics.

Methods

CORE-ALI will use a structured, multi-phase methodology guided by the Core Outcome Measures in Effectiveness Trials (COMET) initiative and the Core Outcome Set-STAndards for Reporting (COS-STAR) guidelines. Phase 1 involves stakeholder engagement through semi-structured interviews with patients, clinicians and policymakers from diverse European healthcare systems. Qualitative data will be analysed using thematic analysis to generate a preliminary list of outcomes. In Phase 2, a multi-round Delphi survey (anticipated two to three rounds) will prioritise and refine outcomes through consensus building, with quantitative data analysed using descriptive and non-parametric statistical methods. Phase 3 will culminate in a consensus meeting to finalise the COS. Multilingual accommodations will ensure inclusivity, and General Data Protection Regulation (GDPR)-compliant platforms will secure data handling.

Ethics and dissemination

The study has received ethics approval from the Ethics Committee of the Medical University of Innsbruck (EK Nr: 1082/2025) on 20/05/2025. Additional local ethics approvals are required and will be obtained at all participating sites prior to the initiation of recruitment. The final Core outcome set will be disseminated through peer-reviewed publications, presentations at international conferences and engagement with professional societies and patient organisations.

Trial registration number

COMET initiative (Registration No. 3346).

Can vocational advice be delivered in primary care? The Work And Vocational advicE (WAVE) mixed method single arm feasibility study

Por: Wynne-Jones · G. · Sowden · G. · Madan · I. · Walker-Bone · K. · Chew-Graham · C. · Saunders · B. · Lewis · M. · Bromley · K. · Jowett · S. · Parsons · V. · Mansell · G. · Cooke · K. · Lawton · S. A. · Linaker · C. · Pemberton · J. · Cooper · C. · Foster · N. E.
Objectives

Most patients with health conditions necessitating time off work consult in primary care. Offering vocational advice (VA) early within this setting may help them to return to work and reduce sickness absence. Previous research shows the benefits of VA interventions for musculoskeletal pain in primary care, but an intervention for a much broader primary care patient population has yet to be tested. The Work And Vocational advicE feasibility study tested patient identification and recruitment methods, explored participants’ experiences of being invited to the study and their experiences of receiving VA.

Design

A mixed method, single arm feasibility study comprising both quantitative and qualitative analysis of recruitment and participation in the study.

Setting

Primary care.

Methods

The study included participant follow-up by fortnightly Short Message Service text and 6-week questionnaire. Stop/go criteria focus on recruitment and intervention engagement. The semistructured interviews explored participants’ experiences of recruitment and receipt and engagement with the intervention.

Results

19 participants were recruited (4.3% response rate). Identification of participants via retrospective fit-note searches was reasonably successful (13/19 (68%) identified), recruitment stop/go criteria were met with ≥50% of those eligible and expressing an interest recruited. The stop/go criterion for intervention engagement was met with 16/19 (86%) participants having at least one contact with a vocational support worker. Five participants were interviewed; they reported positive experiences of recruitment and felt the VA intervention was acceptable.

Conclusion

This study demonstrates that delivering VA in primary care is feasible and acceptable. To ensure a future trial is feasible, recruitment strategies and data collection methods require additional refinement.

Trial registration number

NCT04543097.

Effect size and event rate estimation in neurocritical care randomised clinical trials: a protocol for a systematic review

Por: Shrestha · G. S. · Kitisin · N. · Talbot · P. · Linke · N. · Taylor · J. D. · Battistuzzo · C. R. · Serpa Neto · A. · Higgins · A. · Jeffcote · T. · Cooper · D. J. · Udy · A. A.
Introduction

Effect size and event rate estimation is necessary for sample size calculation in randomised clinical trials. Overestimation of the effect size and event rate can lead to inadequately powered studies and increased probability of false negative results. This is common in trials involving critically ill patients. However, such overestimation has not been systematically evaluated in trials involving neurocritical care. We aimed to conduct a systematic review of published randomised clinical trials involving critically ill neurological patients, to determine the accuracy of effect size and event rate estimation.

Methods and analysis

We will review randomised clinical trials involving adult critically ill neurological patients that were published from 2015 onwards in selected clinically useful and high-impact journals. We will include randomised clinical trials reporting a binary or time to event outcome, using two study groups, and a superiority design testing the efficacy of diagnostic, monitoring, therapeutic or process interventions. All eligible studies must report an estimated event rate in the control group and estimated effect size. All relevant studies will be identified through database searches. All study selection and data extraction will be conducted by two independent reviewers. We will use a random-effects model for pooling data. This review will be conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses reporting guidelines. Accuracy of effect size and event rate estimation will be evaluated by comparing the estimated and observed values. The association between the accuracy of the individual randomised clinical trial effect size and event rate estimation and rejection of the null hypothesis will be evaluated using logistic regression analysis. Multivariable linear regression analysis will be used to explore the factors associated with accuracy of effect size and event rate estimation. In addition, we will perform subgroup analysis by impact factor of the published journals, sample size of the studies and risk of bias.

Ethics and dissemination

As this systematic review will use data from previously published studies, it does not require ethics approval. Findings of this systematic review will be published in a peer-reviewed journal and will be presented at specialty-based conferences. The study will be included in the higher degree research thesis of the primary author.

PROSPERO registration number

CRD420251106394.

Pittsburgh Brain Health Initiative (BHI): protocol and methods for an observational study of cognitive function in former professional football players and controls

Por: Okonkwo · D. O. · Collins · M. W. · Kontos · A. P. · Lopez · O. · Mountz · J. M. · Wisniewski · S. R. · Edelman · K. L. · Benso · S. · Holland · C. · Beers · S. R. · Soose · R. J. · Harrison · T. · Mucha · A. · Puccio · A. · Mancinelli · M. · Borrasso · A. · Rosario · B. L. · Laymon · C.
Introduction

Long-term brain health profiles following exposure to repetitive head impacts and/or concussions in contact sports are a public health focus and the subject of a national debate. The true prevalence rates of mild cognitive impairment (MCI) or neurobehavioural dysregulation are unknown in the nearly 20 000 current/living former professional football players. Here, we describe the procedures and methodology of the prevalence study of cognitive function in former professional football players from the Brain Health Initiative at the University of Pittsburgh. The objective is to define the prevalence of normal cognitive function versus neurodegeneration in former professional football players through clinical, neuroimaging and biomarker assessments.

Methods and analysis

Participants include former professional football players aged 29–59 years at study onset who played a minimum of three professional football games in three professional seasons and non-exposed controls. Participants are recruited by two mechanisms, a random and non-random sample. The full study protocol includes a 3–4-day, multidomain assessment (eg, neurological, neurocognitive, psychiatric, sleep, vestibular, orthopaedic and cardiovascular) for neurodegenerative disease and overall health and function, including MRI, positron emission tomography scans, analysis of blood plasma and cerebrospinal fluid, neurocognitive assessments, applanation tonometry, overnight sleep study and informant interview. A multidisciplinary clinical panel conducts a blinded diagnostic consensus conference to adjudicate the presence of MCI and/or traumatic encephalopathy syndrome, which serve as the study’s primary and secondary outcomes, respectively. Point prevalence of these for both the exposed and unexposed cohorts will be calculated as the primary statistical analysis.

Ethics and dissemination

The University of Pittsburgh Institutional Review Board approved the study prior to recruiting human subjects (protocol numbers STUDY19010008: sIRB - Brain Health Initiative (Part 1) and STUDY19030211: sIRB - Brain Health Initiative (Part 2)). The results will be disseminated in peer-reviewed journals and as presentations at national and international scientific conferences.

Keratorefractive lenticule extraction (KLEx) versus femtosecond laser-assisted in situ keratomileusis (FS-LASIK) for the treatment of myopia and compound myopic astigmatism: study protocol of a randomised clinical trial in Mexico

Introduction

Kerato-lenticule extraction (KLEx) is a refractive surgery technique that, in contrast with femtosecond laser-assisted in situ keratomileusis (FS-LASIK), does not require the creation of a flap to correct refractive defects. The potential advantages of this technique are related to the absence of a flap and its complications. On the other hand, FS-LASIK is the most widely practised refractive surgery worldwide, as it offers excellent visual outcomes and is currently the gold standard of refractive surgery. The objective of this study is to compare the effectiveness and safety of KLEx versus FS-LASIK as a treatment option in patients with myopia or myopic astigmatism.

Methods and analysis

This double-masked, parallel-group, single-centre randomised clinical trial will enrol 80 eyes from adults with myopia or compound myopic astigmatism within the ranges sphere –0.50 to –12.00 D and cylinder –0.50 to –6.00 D, recruited at the Instituto de Oftalmología Conde de Valenciana, Mexico City, Mexico. Participants will be allocated to KLEx or FS-LASIK and assessed at baseline and 1 day, 1 week, 1, 3, 6 and 12 months postoperatively. The primary outcome is uncorrected visual acuity at all postoperative visits. Secondary outcomes include postoperative spherical equivalent, best-corrected visual acuity (BCVA), loss of ≥2 BCVA lines, the proportion of eyes within ±0.50 D of the refractive target, corneal aberrations over a 5 mm pupil, epithelial changes and adverse events. Participants and outcome assessors will be masked to the assigned surgical technique.

Ethics and dissemination

Participant confidentiality will be maintained with the publication of results. This study was approved by the research and ethics committee of the Instituto de Oftalmología Fundación de Asistencia Privada Conde Valenciana (CI-017-2024). The study results will be disseminated in scientific articles published in peer-reviewed journals and presented through research posters at national and international conferences.

Trial registration number

ClinicalTrials.gov registry (NCT06477081).

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