FreshRSS

🔒
❌ Acerca de FreshRSS
Hay nuevos artículos disponibles. Pincha para refrescar la página.
Ayer — Diciembre 18th 2025Tus fuentes RSS

Artificial Intelligence‐Based Delirium Prediction Model for Post‐Cardiac Surgery Patients: A Scoping Review

ABSTRACT

Background

Delirium is a common complication following cardiac surgery and significantly affects patient prognosis and quality of life. Recently, the application of artificial intelligence (AI) has gained prominence in predicting and assessing the risk of postoperative delirium, showing considerable potential in clinical settings.

Objective

This scoping review summarises existing research on AI-based prediction models for post-cardiac surgery delirium and provides insights and recommendations for clinical practice and future research.

Methods

Following the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines, eight databases were searched: China National Knowledge Infrastructure, Wanfang Database, China Biomedical Literature Database, Virtual Information Platform, PubMed, Web of Science, Medline, and Embase. Studies meeting the inclusion criteria were screened, and data were extracted on surgery type, delirium assessment tools, predictive factors, and AI-based prediction models. The search covered database inception through January 12, 2025. Two researchers independently conducted the literature review and data analysis.

Results

Ten studies from China, Canada, and Germany involving 11,702 participants were included. The reported incidence of postoperative delirium ranged from 5.56% to 34%. The most commonly used assessment tools were Confusion Assessment Method for the Intensive Care Unit, Diagnostic and Statistical Manual of Mental Disorders-5, and Intensive Care Delirium Screening Checklist. Key predictive factors included age, cardiopulmonary bypass time, cerebrovascular disease, and pain scores. AI-based prediction models were primarily developed using R (6/10, 60%) and Python (4/10, 40%). Model performance, as measured by the area under the curve, ranged from 0.544 to 0.92. Among these models, Random Forest (RF) was the most effective (5/10, 50%), followed by XGBoost (3/10, 30%) and Artificial Neural Networks (2/10, 20%).

Conclusion

AI-based models show promise for predicting postoperative delirium in cardiac surgery patients. Future studies should prioritise integrating these models into clinical workflows, conducting rigorous multicenter external validation, and incorporating dynamic, time-varying perioperative variables to enhance generalizability and clinical utility.

Reporting Method

This review followed the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines.

Patient or Public Contribution

This study did not include patient or public involvement in its design, conduct, or reporting.

Multi-omics analysis reveals diagnostic and therapeutic biomarkers for aging phenotypes in ulcerative colitis

by Lei Guo, Jun Ge, Li Cheng, Xinyi Zhang, Zhengzheng Wu, Meili Liu, Hanmei Jiang, Wei Gong, Yi Liu

Background

The incidence of ulcerative colitis (UC) remains high, with an increasing prevalence among elderly patients. Cellular senescence has been widely recognized as a contributor to UC susceptibility; however, the underlying molecular mechanisms remain incompletely understood. This study aimed to identify senescence-associated biomarkers in UC to provide new insight for diagnosis and treatment.

Methods

By integrating transcriptomic data from UC patients with established aging-related databases, we identified aging-associated differentially expressed genes (DEGs). Using weighted gene co-expression network analysis (WGCNA) and Cytoscape, we pinpointed the core genes involved. A diagnostic model for UC was then developed based on these core genes, and their expression patterns were characterized at single-cell resolution. The roles of these genes were ultimately validated through in vitro and animal experiments.

Results

We identified 24 aging-related DEGs in UC, which were primarily implicated in inflammatory responses and cytokine-receptor interactions. Further analyses pinpointed three core genes (CXCL1, MMP9, and STAT1) that were predominantly expressed in macrophages. A diagnostic model constructed using these genes exhibited robust predictive performance. Experimental validation confirmed that the expression levels of all three core genes were significantly upregulated in both a UC mouse model and in macrophages compared to controls. Additionally, pathway analyses revealed elevated levels of CXCL12 and VEGFA in the enriched pathways.

Discussion

Our findings underscore the pivotal roles of CXCL1, MMP9, and STAT1 in UC-associated cellular senescence. The analysis positions these molecules as promising macrophage-mediated diagnostic biomarkers and therapeutic targets. Collectively, this work provides novel insights into UC pathogenesis and lays a foundation for developing precision medicine strategies that target senescence pathways.

Far-infrared irradiation attenuates vessel contraction by activating SERCA2 through disruption of SERCA2 and PLN interaction

by Yun-Jin Hwang, So-Young Park, Jung-Hyun Park, Du-Hyong Cho

Vascular smooth muscle cells (VSMCs) plays an important role in maintaining vascular function by responding to various vasoactive stimuli within blood vessels. Far-infrared (FIR) rays has been shown to possess a variety of physiological effects including vasodilation, while the underlying molecular mechanism remains elusive. Here, we explored the molecular mechanism by which FIR irradiation suppresses vascular contraction using rat VSMCs and aortas. FIR irradiation enhanced the transport of intracellular Ca2+ from the cytosol to the sarcoendoplasmic reticulum (SER) via activation of sarcoendoplasmic reticulum Ca2+-ATPase (SERCA), which accompanied a decrease in intracellular ATP levels. Pretreatment with thapsigargin (TG), a specific SERCA inhibitor, or knockdown of SERCA2 gene expression reversed FIR irradiation-induced translocation of Ca2+ into the SER. Notably, FIR irradiation promoted the dissociation of SERCA2 and phospholamban (PLN), an endogenous SERCA inhibitor, without altering their total protein expression levels. The array of effects elicited by FIR irradiation was not observed under hyperthermic conditions (39°C). Moreover, FIR irradiation, but not hyperthermal condition, decreased the phosphorylation of myosin light chain (MLC) at Ser19, which was restored by pretreatment with TG or the knockdown of SERCA2 gene expression. FIR irradiation attenuated phenylephrine-induced vessel contraction in endothelium-deprived rat aortas. Consistent with the in vitro results, the reduction in MLC phosphorylation caused by FIR irradiation was reversed following pretreatment with TG in isolated aortas. Additionally, FIR irradiation increased blood flow in the carotid arteries of mice. Collectively, these results suggest that FIR irradiation activates SERCA2 by promoting its dissociation from PLN, independent of hyperthermic effects. This activation lowers cytosolic Ca²⁺ and ATP levels, reducing MLC phosphorylation and vascular smooth muscle contraction. These findings provide scientific evidence for the therapeutic potential of FIR therapy in the treatment and prevention of arterial narrowing conditions such as pathological vasospasm, and peripheral artery disease.

‘Wish you were here’: Managers’ experiences of hybrid work in higher education

by Helena Tinnerholm Ljungberg, Martina Wallberg, Emmanuel Aboagye, Gunnar Bergström, Christina Björklund, Lydia Kwak, Susanna Toivanen, Irene Jensen

The prevalence of telework increased dramatically during the COVID-19 pandemic, and today it is not uncommon to refer to hybrid work as “the new normal” in work life. Leadership plays a pivotal role in hybrid work transitions, underscoring the need for research on post-pandemic managerial practices. This qualitative interview study with 15 professional service managers at a Swedish medical university, working in either central administration or a research department, provides a nuanced understanding of the experiences of implementing hybrid work in a higher education setting. The qualitative content analysis resulted in three main themes and six sub-themes: New ways of organising work (sub-themes: Hybrid work brings new opportunities and needs, and Hybrid work as an ongoing process of change); Changes for employees (sub-themes: Social interaction and sense of community, and Increased work-life balance); and Changes in leadership (sub-themes: Communication with employees and New expectations on managers). The findings of this study provide a more fine-grained understanding of how managers experienced both challenges and opportunities in implementing and managing hybrid working arrangements. Challenges included managing employee expectations and relations, while opportunities included potential improvements in work-life balance. A key conclusion of this study is that managers in hybrid work environments adjust their leadership, especially when communicating and managing relationships within teams and across the organization. Despite the identified challenges and despite managers’ wish to see their employees in person and on site, the interviewed managers are generally optimistic about hybrid work and see it as the future. To address the identified challenges, managers may benefit from networking and exchanging information with other managers in similar situations, as well as support from their organisation.

Risk Factors for Pressure Injuries and Injury Types Among Inpatients in Multi‐Centre Military Hospitals: A Factor Analysis Study

ABSTRACT

Pressure injuries remain a significant concern in military hospital settings, leading to increased morbidity and healthcare costs. Understanding the interplay of multiple risk factors is critical for effective prevention. To identify key risk factors and their combined effects on pressure injury development among inpatients in multi-centre military hospitals using factor analysis. A cross-sectional study was conducted involving 4876 inpatients across multiple military hospitals. Data were collected on 15 potential risk factors, including incontinence, care dependency, mobility limitations, comorbidities, medication use, nutritional status, and demographics. Factor analysis with principal component analysis and varimax rotation was applied, and maximum canonical correlation coefficients were calculated to evaluate the predictive contribution of single and combined factors. Single-factor analysis identified incontinence as the strongest predictor (MaxCanonicalCorr = 0.50126), followed by care dependency (0.31982) and bedridden status (0.30061). Two-factor analysis revealed incontinence combined with care dependency as the highest-performing model (MaxCanonicalCorr = 0.50867). Three-factor models incorporating incontinence, health conditions, and care dependency achieved the greatest predictive capacity (MaxCanonicalCorr = 0.5157), demonstrating that multi-factor interactions enhance risk prediction beyond single-factor effects. Incontinence is the primary modifiable risk factor for pressure injury in military hospital inpatients. Integrating continence management with assessments of functional status and comorbidities can improve early identification of high-risk patients and guide targeted preventive strategies.

AnteayerTus fuentes RSS

How can we improve low-volume paediatric emergency departments to enhance readiness?

Por: Goparaju · N. · Pines · J. M.

Commentary on:Michelson KA, Rees CA, Florin TA, et al. Emergency department volume and delayed diagnosis of serious pediatric conditions. JAMA Pediatr. 2024;178:362–8. doi:10.1001/jamapediatrics.2023.6672

Implications for practice and research

  • Low-paediatric-volume emergency departments (EDs) can increase paediatric readiness by improving diagnostic tools, expanding paediatric expertise (eg teleconsultation) and using electronic clinical decision support.

  • Further research is needed to examine the costs and effectiveness of specific interventions to improve readiness in low-volume paediatric EDs.

  • Context

    Children sometimes have subtle illness presentations and symptom overlap with non-serious conditions.1 Young age also presents a communication barrier. The combination of these factors can lead to diagnostic delays and sometimes misdiagnosis, particularly in emergency department (EDs) that do not see high volumes of children. In the USA, one in three EDs sees fewer than five children daily. A prior study linked low-paediatric ED volume to diagnostic delays in...

    A disproportionality analysis of FDA adverse event reporting system (FAERS) events for filgotinib

    by Yinli Shi, Shuang Guan, Sicun Wang, Muzhi Li, Yanan Yu, Jun Liu, Weibin Yang, Zhong Wang

    Background

    Although filgotinib, a selective Janus kinase 1 inhibitor, has been increasingly applied in the treatment of inflammatory diseases, its comprehensive safety profile remains insufficiently characterized. Using data from the FAERS database covering Q1 2014 to Q2 2024, this study attempts to analyze adverse event signals linked to filgotinib and provide guidance for the safe and sensible clinical usage of filgotinib.

    Methods

    From Q1 2014 to Q2 2024, information on adverse drug events (ADEs) associated with filgotinib was gathered. The reporting odds ratio (ROR), proportional reporting ratio (PRR), Bayesian confidence propagation neural network (BCPNN), and multi-item gamma Poisson shrinker (MGPS) were among the signal detection methods that were employed for analysis following data normalization.

    Results

    Filgotinib was shown to be the main suspected medication in ADE reports, exposing 103 preferred terms (PTs) in 17 system organ classes (SOCs). Infections, gastrointestinal disorders, and musculoskeletal and connective tissue disorders were the most commonly reported adverse effects. Additionally, atrial fibrillation, alopecia, elevated serum creatinine, blood creatinine increased, pulmonary embolism, epididymitis, respiratory failure, and osteopenia were identified as potential disproportionate reporting signals for filgotinib, although these were not listed in the official drug label. Notable significant signals included large intestine erosion (ROR 2186.05, 95%CI(ROR): 1015.94–4703.86, PRR 2176.18, 95%CI(PRR): 1014.64–4667.42), mesenteric arterial occlusion (ROR 1832.17, 95%CI(ROR): 897.68–3739.48, PRR 1822.71, 95%CI(PRR): 896.17–3707.20), repetitive strain injury (ROR 1149.27, 95%CI(ROR): 363.16–3637.01, PRR 1147.05, 95%CI(PRR): 363.24–3622.15), oligoarthritis (ROR 755.02, 95%CI(ROR): 310.74–1834.54, PRR 752.59, 95%CI(PRR): 310.60–1823.51), and periostitis (ROR 676.03, 95%CI(ROR): 319.36–1431.06, PRR 672.98, 95%CI(PRR): 318.97–1419.87). The subgroup analysis identified obvious sex and age-specific trends in filgotinib-related adverse reactions, emphasizing a higher risk of renal disorders in females, a preponderance of gastrointestinal events in males, and age-dependent trends involving mesenteric occlusion, increased serum creatinine, and immunoglobulin reduction.

    Conclusion

    While filgotinib demonstrates therapeutic efficacy, it is associated with a range of potential adverse events, underscoring the need for vigilant clinical monitoring. Particular attention should be given to gastrointestinal, cardiovascular, respiratory, and metabolic complications.

    Study on the release pattern of Zn in soil of ionic rare earth mining areas under different leaching conditions

    by Zhongqun Guo, Qiangqiang Liu, Feiyue Luo, Shaojun Xie, Tianhua Zhou

    The acidic leachate injected during the mining process of ion-type rare earth ores can damage the environmental characteristics of the soil, thereby triggering the activation and release of associated heavy metals. Severe Zn contamination has been found in the environment of ion-type rare earth mining areas, but the activation and release of Zn in the soil during the leaching process have not been fully understood. This study investigated the activation and release patterns and mechanisms of Zn in soil under different leaching agents ((NH4)2SO4, MgSO4, Al2(SO4)3) and varying concentrations of Al2(SO4)3 (1%, 3%, 5%, 7%) using a simulated leaching experimental system. The results show that the activation and release patterns of Zn in the soil vary significantly under the influence of the three leaching agents. During the entire leaching cycle, the peak Zn concentration in the leachate was highest under MgSO4 leaching, while the residual Zn content in the soil under Al2(SO4)3 leaching approached the high-risk environmental threshold. The high-concentration systems (5%, 7%) of Al2(SO4)3 significantly enhanced the activation and release efficiency of Zn in the soil compared to the low-concentration systems (1%, 3%) of Al2(SO4)3. (NH4)2SO4 mainly promotes the activation and release of Zn through ion exchange between NH4+ and Zn2+ and the acidification effect; Al2(SO4)3, on the other hand, dominates the activation and release of Zn by providing a strongly acidic environment and dissolving and damaging the mineral lattice; while MgSO4 not only exchanges ions between Mg2+ and Zn2+, but also alters the soil colloidal structure, facilitating Zn activation and release. The promoting effects of the three leaching agents on the transformation of Zn in soil follow the order of Al2(SO4)3> (NH4)2SO4 > MgSO4, with the environmental risk assessment index (RAC) being highest after Al2(SO4)3 leaching, indicating the greatest potential environmental risk. Compared to the other three concentrations (1%, 5%, 7%) of Al₂(SO4)3, the 3% concentration of Al2(SO4)3 had the most significant promoting effect on the transformation of Zn in soil. This study provides a theoretical basis for optimizing the green mining process of ion-type rare earth ores and preventing heavy metal pollution, and offers scientific support for revealing pollution mechanisms and formulating remediation and risk assessment strategies.

    Metabolomic characteristics of aerobic and resistance exercise modes

    Por: Junjie Kuang · Jie Ju · Xin Xu

    by Junjie Kuang, Jie Ju, Xin Xu

    Aerobic and resistance exercises are the two most common modes of physical activity. They may cause some functional changes such as elevation of VO2max and muscle mass. However, descriptions of changes in complex molecular network induced by exercise are often insufficiently comprehensive, limiting the exploration of some new indicators. We utilized a metabolomics analysis method based on Liquid chromatography-mass spectrometry (LC-MS) to investigate the metabolic characteristics of 10 healthy male college students at two time points before and after a single session of aerobic and resistance exercise. The analysis was conducted at both the metabolite and metabolic pathway levels. Notably, the concentrations of several amino acids including aspartic acid, glutamic acid, histidine and tryptophan exhibited significant changes following both modes of exercise. These findings offer a more comprehensive understanding of the molecular effects of acute exercise on the human body, contributing to evaluating post-exercise physiological states and screening for relevant metabolite indicators. Future research could employ multi-omics approaches to validate these results and explore the long-term impact of exercise on human metabolic profiles, linking specific metabolic pathways to functional outcomes.

    Clinical Nurses' Attitudes and Self‐Reported Practices of Family Nursing in Japan Following COVID‐19 Visitation Restrictions: A Cross‐Sectional Study

    ABSTRACT

    Aim

    To examine clinical nurses' attitudes towards and self-reported experiences of family nursing in Japan following the relaxation of COVID-19 visitation restrictions. Particular attention is paid to early career nurses whose formative training occurred during visitation bans. The study focused on nurses' negative perceptions and emotional burdens associated with family involvement.

    Design

    A quantitative-dominant mixed-methods cross-sectional study reported in accordance with the STROBE guideline.

    Methods

    Using a convenience sampling approach, a self-administered, paper-based questionnaire was distributed to clinical nurses in four general hospitals in Japan between January and May 2024. The questionnaire consisted of four parts: demographic and professional background, learning methods related to family nursing, 17 items including negatively valenced statements adapted from the Families' Importance in Nursing Care–Nurses' Attitudes (FINC-NA) scale, and one open-ended question. Quantitative data were analysed using descriptive statistics and t-tests, and qualitative responses were thematically analysed.

    Results

    Of 1921 nurses invited, 957 responded (response rate: 49.8%), and data from 892 valid responses were analysed. Overall, the nurses demonstrated positive recognition of family nursing as a professional value but also reported lingering emotional burdens and practical challenges when interacting with families. Early-career nurses who began practice during the pandemic showed greater uncertainty and lower affective engagement. Thematic analysis revealed five key themes: relational disruption, emotional stress, moral conflict, reappraisal of family engagement and ongoing barriers.

    Conclusion

    The findings underscore the need to structurally and educationally reintegrate families into nursing care. Simulation-based training, clear institutional policies and hybrid communication models are essential to rebuild relational continuity and support nurses' emotional and ethical capacity for family nursing.

    Implications for the Profession and/or Patient Care

    The findings highlight the need to structurally and educationally reintegrate families into clinical care to address the emotional burden and ambivalence reported by nurses. Organisational support—such as clear visitation policies, simulation-based education and reflective opportunities—can help rebuild nurses' relational competence and confidence in engaging with families. Creating supportive learning environments, including on-the-job mentoring and team-based reflection, may further facilitate the restoration of family nursing.

    Impact

    This study addressed how prolonged COVID-19 visitation restrictions disrupted family nursing practice in Japan, created generational differences in nurses' competencies, and shaped nurses' perceptions of family involvement. Nurses reported emotional strain, feelings of being monitored and lack of time when families were present. Early career nurses showed lower relational engagement, while experienced nurses expressed moral distress. ‘Latent indifference’ was also noted. The findings provide valuable insights for healthcare organisations, nurse educators and policymakers by informing strategies to reintegrate families into patient care, improve discharge planning and strengthen training models.

    Reporting Method

    The STROBE checklist.

    Patient or Public Contribution

    No patient or public contribution.

    Clinical Nurses' Workplace Spirituality and Moral Resilience: A Correlational Study

    ABSTRACT

    Aim

    To investigate the current status of workplace spirituality and moral resilience among clinical nurses and to explore the relationship between these two factors, thereby providing a reference for developing strategies to enhance nurses' moral resilience.

    Design

    A cross-sectional survey design.

    Methods

    From February to April 2025, a convenience sampling method was used to select 1680 nurses from ten hospitals in the Pingliang area of China. Data were collected using the general data questionnaire, Workplace Spirituality Scale(WSS). Furthermore, the relationship between workplace spirituality and moral resilience was analyzed.

    Results

    A total of 1657 valid questionnaires were ultimately recovered, yielding an effective response rate of 98.63%. The mean score for workplace spirituality was 102.36 ± 21.65, and the mean score for moral resilience was 41.76 ± 6.31, both indicating a moderate level. A significant positive correlation was found between the two variables (r = 0.231, p < 0.05). Multivariate linear stepwise regression analysis revealed that monthly income, department, monthly night shifts, and workplace spirituality scores were significant predictors of moral resilience (p < 0.05).

    Conclusion

    The moral resilience of clinical nurses is at a moderate level. Enhancing workplace spirituality can contribute to improving their moral resilience.

    Feasibility of a cluster randomised trial on the effect of trauma life support training: a pilot study in India

    Por: Gerdin Wärnberg · M. · Basak · D. · Berg · J. · Chatterjee · S. · Felländer-Tsai · L. · Ghag · G. · Juillard · C. · Khajanchi · M. · Khan · T. · Mishra · A. · Nandu · V. V. · Roy · N. · Singh · R. · Soni · K. D. · Strömmer · L.
    Objective

    To assess the feasibility of conducting a cluster randomised controlled trial comparing the effects of Advanced Trauma Life Support (ATLS) and Primary Trauma Care (PTC) with standard care on patient outcomes.

    Design

    This was a pilot pragmatic three-armed parallel, cluster randomised, controlled trial conducted between April 2022 and February 2023. Patients were followed up for 30 days.

    Setting

    Tertiary care hospitals across metropolitan areas in India.

    Participants

    Adult trauma patients and residents managing these patients were included.

    Interventions

    ATLS or PTC training was provided for residents in the intervention arms.

    Main outcomes and measures

    The outcomes were the consent rate, loss to follow-up rate, missing data rates, differences in the distribution between observed data and data extracted from medical records, and the resident pass rate.

    Results

    Two hospitals were randomised to the ATLS arm, two to the PTC arm and three to the standard care arm. We included 376 patients and 22 residents. The percentage of patients who consented to follow-up was 77% and the percentage of residents who consented to receive training was 100%. The loss to follow-up rate was 14%. The pass rate was 100%. Overall, the amount of missing data for key variables was low. The data collected through observations were similar to data extracted from medical records, but there were more missing values in the extracted data.

    Conclusions

    Conducting a full-scale cluster randomised controlled trial comparing the effects of ATLS, PTC and standard care on patient outcomes appears feasible, especially if such a trial would use data and outcomes available in medical records.

    Trial registration number

    NCT05417243.

    Association of cognitive reserve with 9-year domain-specific cognitive trajectories and risk of cognitive impairment in Mexican older adults

    by Martina Ferrari-Díaz, Ashuin Kammar-García, Juan Silva-Pereyra, Carmen García-Peña

    Cognitive reserve (CR) refers to the adaptation of cognitive performance to endure brain pathology or the aging process. CR can be categorized into static (education and occupation) or dynamic (leisure and physical activities) proxies. Typically, longitudinal studies assess CR as a composite score at baseline and cognitive performance as a global score. This study aimed to compare the relationship between different CR proxies (static and dynamic) with 9-year domain-specific cognitive trajectories, and the risk of cognitive impairment in older adults. Data from the latest four waves of the Mexican Health and Aging Study (MHAS; n = 3102, baseline mean age = 66.62 years) were used. Mixed effects models were performed with CR as independent variables and cognitive trajectories (verbal memory encoding and retrieval, verbal fluency, constructional praxis, visual attention, and memory) as outcomes. Education and leisure activities were significant positive predictors of all cognitive domains. Physical activities were a positive predictor of verbal fluency and verbal memory encoding only. Occupation was a positive predictor of verbal fluency and visual attention. Logistic regression analysis was performed to assess the relationship between CR and the risk of cognitive impairment, where education (OR: 0.79, 95% CI: 0.76, 0.83), occupational complexity (OR: 0.85, 95% CI: 0.77, 0.95), and leisure activities (OR: 0.96, 95% CI: 0.95, 0.97) were significant protective factors. Increasing the years of education can serve as a preventive strategy to delay the clinical manifestation of cognitive impairment while implementing leisure activities can act as an intervention to promote cognition even in later years.

    GV effects of diabetes mellitus on clinical outcomes of patients with acute heart failure: A systematic review and meta-analysis

    by Linna Zhao, Juanjuan Zhang, Weizhe Liu, Cheng Dai, Aiying Li

    Diabetes mellitus (DM) is identified as a potential modifier of clinical outcomes in acute heart failure (AHF), yet its prognostic impact is not fully determined. This systematic review and meta-analysis aimed to assess the prognostic impact of DM on survival outcomes in AHF patients by synthesizing evidence from 26 studies involving 326,928 subjects collected from Cochrane Library, PubMed, Web of Science, and Embase databases up to 1 June 2024. Both prospective/retrospective cohort and case-control studies published since 2000 were included, with outcomes evaluated through multivariate, univariate, and binary analyses using the Newcastle-Ottawa Scale for quality assessment. Multivariate analysis indicated that DM significantly increased the risk of all-cause mortality in AHF patients (cohort studies: HR = 1.21, 95%CI (1.13, 1.29), OR=1.15, 95%CI (1.05, 1.26); case-control studies: HR = 1.39, 95%CI (1.26, 1.53), OR=1.43, 95%CI (1.10, 1.84)]. Univariate analysis confirmed this finding in case-control studies [HR = 1.30, 95%CI (1.01, 1.67)], but not in cohort studies. In both cohort [RR = 1.27, 95%CI (1.12, 1.43)] and case-control [OR=1.21, 95%CI (1.08, 1.35)] studies, DM increased the risk of all-cause mortality. AHF patients with DM had a higher risk of cardiovascular mortality [cohort studies: HR = 1.85, 95%CI (1.46, 2.33); case-control: OR=1.70, 95%CI (1.17, 2.47)]. While multivariate analysis showed no association between DM and in-hospital mortality, case-control studies indicated an increased risk [OR=1.21, 95%CI (1.03, 1.42)]. DM also increased the risk of readmission [cohort studies: HR = 1.32, 95%CI (1.14, 1.53); case-control studies: HR = 1.44, 95%CI (1.23, 1.69); binary data: OR=1.19, 95%CI (1.07, 1.31)].This updated meta-analysis demonstrates that DM imposes significant adverse effects on all-cause mortality, cardiovascular-related mortality, and readmission risk in AHF patients. However, no significant connection was found between diabetes and survival outcomes with respect to the co-endpoint of death or readmission and the endpoint of in-hospital mortality. These findings underscore the necessity for implementing targeted diabetes management within AHF care protocols to enhance clinical outcomes, an essential consideration for future practice.

    Using participatory methods to develop a narrative intervention to alleviate distress in children hospitalised with TB in South Africa: The DIMPle project

    by Caitlin D. October, Dzunisani P. Baloyi, Lario Viljoen, Rene Raad, Dillon T. Wademan, Megan Palmer, Juli Switala, Michaile G. Anthony, Karen Du Preez, Petra De Koker, Anneke C. Hesseling, Bronwyne Coetzee, Graeme Hoddinott

    Children who are hospitalised for tuberculosis (TB) experience challenges that put them at risk of developing emotional, behavioural, and social difficulties. In this methodological paper, we showcase the development of a narrative intervention toolkit with key components of the resulting version 1.0 tool. The study design was participatory and pragmatic, with researchers working with the routine staff of TB hospital wards, children admitted and their caregivers, to iteratively understand and improve children’s experiences of hospitalisation. The project included three phases: (1) a situational analysis to map children and healthcare providers’ perspectives on priorities and potential intervention components, (2) co-development of a beta-version of the intervention, and (3) piloting and incremental refinement toward a version 1.0 of the intervention. The intervention toolkit combined a series of activities alongside the story of ‘Courageous Curly’ to facilitate children’s engagement with their own experiences of hospitalisation, including psychosocial and treatment challenges, captured, and described throughout data collection. We found that dividing the story into short chapters facilitated children’s engagement with the section of story that is being told on a specific day. Each chapter of the story follows/mimics a different stage children can expect during their treatment journey while hospitalised for TB care. Implementation and evaluation of such interventions can mitigate the psychosocial impact of TB in children and inform policies to improve their overall TB care.

    Exploring Experiences, Perceptions and Preferences for Exercise in Australians Living With a Stoma: A Cross‐Sectional Survey

    ABSTRACT

    Aim

    (1) Explore the role of core abdominal exercise in people living with a stoma in Australia; (2) determine whether the presence of a parastomal hernia influenced participant symptoms and complications, health status, experiences with different types of exercise, recall advice given by healthcare professionals; (3) determine whether there is an appetite for supervised/supported exercise programs.

    Design

    A cross-sectional, anonymous survey.

    Methods

    Between August and September 2022. The survey included Likert scales and a single free text response. Logistic regression and Cramer's V were used to explore relationships between variables.

    Results

    Approximately half (45.5%) of 105 participants reported a parastomal hernia. Those with a parastomal hernia were less likely to recall having received advice (15.20%) or demonstration (9.40%) pertaining to exercise. Less than a quarter of all participants completed strengthening (23.80%) or vigorous (22.90%) exercise. Fear of vigorous exercise, abdominal exercise and heavy lifting were high in both groups. Relationships between healthcare advice, exercise-related fears and avoidance of heavy lifting were observed.

    Conclusion

    Many Australians living with a stoma are not achieving physical activity recommendations. While exercise behaviours did not differ between people with and without a parastomal hernia, recall of healthcare advice around exercise did. Fear-avoidance relationships were observed.

    Impact

    Most people living with a stoma do not recall advice about core abdominal exercises. Healthcare practitioners need to be aware of fear-avoidance related to lifting among people living with a stoma. This was the first study in Australia, exploring perspectives and experiences regarding exercise; providing foundations for future research particularly exercise programs.

    Reporting Method

    This study adhered to relevant EQUATOR guidelines and the reporting of survey studies (CROSS).

    Patient or Public Contribution

    This study did not include patient or public involvement in its design, conduct, or reporting.

    Development and Psychometric Evaluation of the Forensic Nursing Competency Scale‐Short Form for Hospital Nurses

    ABSTRACT

    Aim

    To develop and evaluate the psychometric properties of the Forensic Nursing Competency Scale-Short Form (FNCS-SF) for hospital nurses.

    Background

    Nurses who care for victims of sexual abuse, domestic violence and elder or child abuse require forensic nursing competencies. However, few valid and reliable tools exist to assess these competencies in hospital settings.

    Design

    A cross-sectional study.

    Methods

    The study was conducted in two phases. Phase 1 involved the development and refinement of the FNCS-SF with input from 10 nurses. Phase 2 tested the tool's psychometric properties. A total of 420 nurses from two tertiary hospitals in South Korea participated. Participants were divided into two groups: Study 1 (n = 200) for exploratory factor analysis and Study 2 (n = 220) for confirmatory factor analysis.

    Results

    The FNCS-SF consists of 27 items across six factors: awareness of the medicolegal problem, evidence-based practice in forensic nursing, collaborative forensic nursing with community partners, safety and security, professional career development and multidisciplinary integrated knowledge. An item analysis revealed significant correlations between each item and the total scale score. Criterion validity was supported by significant correlations between the FNCS-SF and attitudes and beliefs towards forensic nursing and the performance of the forensic nursing role. Confirmatory factor analysis supported a six-factor model with good fit indices. Cronbach's alpha indicated strong internal consistency.

    Conclusion

    The FNCS-SF is a valid and reliable tool for assessing hospital nurses' forensic nursing competencies, which can improve patient safety and treatment outcomes. Further validation in diverse clinical settings is recommended.

    Impact

    The FNCS-SF can be used to improve forensic nursing competency through professional development.

    Patient or Public Contribution

    None.

    Implications for Clinical Practice

    The FNCS-SF provides a standardised framework to evaluate nurses' forensic competency, guiding education and practice to enhance clinical preparedness and deliver victim-centred care.

    Reporting Methods

    STROBE guidelines.

    Comparative Analysis of Doctoral Programmes in Nursing in Latin America

    ABSTRACT

    Objective

    To characterise and analyse doctoral programmes in nursing in Latin America through an exhaustive review of the official websites of the universities.

    Design

    Descriptive and multiple correspondence analysis. Existing programmes were mapped out, identifying their geographic distribution and curricular characteristics.

    Methods

    A review of 59 doctoral programmes in nursing was conducted through the official web portals of universities in Latin America that were currently available (as of 2025) and that provided the required information. Thereafter, a matrix was built in Excel to consolidate the data.

    Results

    The study identified an increase in the number of doctoral programmes in nursing offered in Latin America. Furthermore, these programmes were found to be more strongly concentrated in countries such as Brazil, Peru and Mexico, while other countries, including Guatemala and Uruguay, have recently incorporated such training.

    Conclusion

    Doctoral education in nursing in Latin America has experienced significant growth in recent years, consolidating itself as a fundamental pillar for the development of the discipline and the generation of knowledge in health. However, structural challenges persist, including limited funding for research, a lack of cooperation between universities, and the absence of programmes focused on Advanced Nursing Practice.

    Implications for the Profession and/or Patient Care

    This contribution helps identify trends in the offering of doctoral programmes and inequalities in their geographic distribution, allowing for an understanding of how training varies across countries in the region while also consolidating Nursing as an academic and professional discipline.

    PREPARE—Empowering People Post Hip Fracture: A Conceptual Framework for a Nurse‐Led Model of Care. Results of a Modified e‐Delphi Study

    ABSTRACT

    Aim

    To develop a person-centred nurse-led model of care framework to empower people post hip fracture.

    Design

    Modified e-Delphi study.

    Methods

    A Modified e-Delphi study seeking expert opinion from people with the lived experience of hip fracture and clinicians was implemented. Content experts consisted of 17 nursing and medical clinicians and four people with the experience of hip fracture.

    Results

    Study found > 70% consensus on all 20 statements rating the importance and feasibility of care components in the Modified e-Delphi survey. Themes developed from content analysis of expert free text responses comprised: Relationships support person-centred care; Value of a Specialist Hip Fracture Nurse; Prioritising is key to positive outcomes. PREPARE—Empowering People Post Hip Fracture: A Conceptual Framework for a nurse-led model of care was developed from study findings, highlighting key principles: person-centred care; evidence-informed practice; Health Empowerment; organisational governance; follow-up and evaluation, constituting this framework.

    Conclusion

    This study presents PREPARE—Empowering People Post Hip Fracture: A Conceptual Framework for a nurse-led model of care. PREPARE presents a structured approach to empowering people post hip fracture, outlining the aim and context in which the model of care is intended. It highlights an integrated, shared, coordinated approach to the care of people post hip fracture. Shared care empowers people and their support person to effectively manage their recovery journey and safely remain supported in the community.

    Implications for Practice

    PREPARE outlines a structured framework to support nurse leaders in implementing nurse-led models of care for people post hip fracture. There is an opportunity to empower nurse leaders and patients to support the recovery journey through education encompassing this person-centred holistic framework.

    Impact

    To our knowledge this is the first study to develop a conceptual framework for a nurse-led model of care to empower people post hip fracture. This model highlights opportunities for an integrated shared, coordinated approach to the care of people post hip fracture. PREPARE—Empowering People Post Hip Fracture: A Conceptual Framework for a nurse-led model of care, offers a structured approach for localised health service development of person-centred nurse-led empowerment models of care.

    Reporting Method

    DELPHISTAR—Delphi studies in social and health sciences—Recommendations for an interdisciplinary standardised reporting.

    Patient or Public Contribution

    The experiences of people post-hip fracture, and clinicians were elicited to inform the PREPARE Conceptual Framework.

    ❌