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TNFAIP3 alleviates cerebral ischemia-reperfusion injury by inhibiting M1 microglia polarization via deubiquitination of RACK1

by Wenya Bai, Shixuan Liu, Guilin Zhou, Xuelian Li, Huan Jiang, Jianlin Shao, Junchao Zhu

Background

Microglia polarization plays a crucial role in the progression of cerebral ischemia-reperfusion injury (CIRI), but the mechanisms remain largely undefined. The preset study aimed to investigate the mechanism of microglia polarization following CIRI.

Methods

CIRI was modeled in C57BL/6J mice through middle cerebral artery occlusion-reperfusion and in BV2 cells via oxygen and glucose deprivation/reoxygenation. Reverse transcription-quantitative PCR, western blotting, flow cytometry and fluorescence staining were used to detect the expression levels of key proteins associated with microglia polarization, as well as the expression of TNFAIP3 and RACK1. The interaction between TNFAIP3 and RACK1 was verified by co-immunoprecipitation. TNFAIP3 or RACK1 gene interference (overexpression and/or silencing) was employed to examine the role of the TNFAIP3/RACK1 axis in microglia polarization following CIRI.

Results

The results revealed that Arg-1 expression decreased, inducible nitric oxide synthase expression increased and TNFAIP3 was upregulated 24 h after CIRI. Furthermore, TNFAIP3 interacted with RACK1 to deubiquitinate and increase the expression of RACK1. These results indicate that knocking down either TNFAIP3 or RACK1 promotes microglia M1 polarization, and overexpression of RACK1 can promote microglia M2 polarization. RACK1 exerts its neuroprotective effects through NF-κB, as demonstrated by the use of NF-κB inhibitors.

Conclusion

The present findings indicate that TNFAIP3 inhibits M1 microglial polarization via deubiquitination of RACK1 after CIRI, RACK1 exerts its effects through NF-κB.

Effects of ascorbic acid on intestinal flora and metabolites of C57 mice exposed to formaldehyde in digestive tract

by Xin Ling, Ziyan Hao, Yixuan Shi, Yuting Li, Kehan Wang, Yunshan Zhang, Yue Wang

The diversity of microbiota and metabolites plays a key role in regulating metabolism, host immune response, neurobehavioral effects and detoxification mechanism in the digestive tract gut. Formaldehyde (FA) affects the gastrointestinal tract and its microbiota, whereas ascorbic acid (VC) improves gut health and selectively promotes microbial growth. In this study, we employed 16S rRNA sequencing and non-targeted metabolomics approaches to investigate these interactions. Our results demonstrated that Lachnospiraceae_NK4A136_group, Lactobacillus, Ligilactobacillus, Clostridiales_unclassified, and other microflora significantly decreased following FA exposure, whereas the intestinal flora changed in the exact opposite way following VC administration. And compared with FA group, the number of 492 ions were regulated, in which 382 feature was up-regulated and 304 feature was down-regulated in FA + 150 mg VC group. In addition, a correlation between gut microbiota and metabolites was observed. These results reveal the effects of FA or VC on the gastrointestinal tract and its microbiota, and our understanding in the treatment of FA-induced damage to the digestive tract.

Patterns of Intergenerational co‐Parenting Relationships in Chinese Families With Infants and Toddlers: A Latent Profile Analysis

ABSTRACT

Background

Within the context of limited childcare resources and a high prevalence of multigenerational co-residence in China, grandparents play a pivotal role in the caregiving of infants and toddlers. However, discrepancies in parenting philosophies across generations may lead to conflict, thereby impacting maternal psychological well-being and parenting experiences. Identifying the typologies of intergenerational co-parenting relationships is therefore essential for informing targeted health interventions.

Aim

This study aimed to identify latent profiles of mother–grandparent intergenerational co-parenting relationships in families with infants and toddlers in Shenzhen, China, using the Grandparent-Parent Co-parenting Relationship Scale (GPCRS) dimensions. It further sought to examine how maternal psychosocial factors (parenting stress, perceived stress, depressive symptoms, sleep quality), the quality of spousal co-parenting relationships and intergenerational caregiving role arrangements are associated with profile membership.

Design

A cross-sectional survey study.

Methods

A total of 366 mothers with children aged 0–3 years was recruited from maternity and child healthcare institutions in Shenzhen, China, between January 2023 and May 2024. Validated scales were used to assess intergenerational and spousal co-parenting, parenting stress, parenting sense of competence, perceived stress and depressive symptoms. Latent profile analysis was employed to identify patterns of intergenerational co-parenting relationships, and multinomial logistic regression was conducted to examine the associated predictors.

Results

Three distinct intergenerational co-parenting profiles were identified: the Discordant Group (29.2%), the Balanced Group (46.7%) and the Harmonious Group (24.0%). Higher spousal co-parenting scores were positively associated with more harmonious profiles. Lower levels of parenting stress, perceived stress and depressive symptoms, as well as higher sleep quality and grandparental involvement in caregiving were all associated with more positive relationship profiles. However, higher maternal parenting competence was paradoxically linked to greater intergenerational conflict.

Conclusion

Mothers in the Discordant Group, marked by low agreement/support and high conflict, reported the highest stress and depressive symptoms, whereas those in the Harmonious Group showed the most favourable psychosocial outcomes, with the Balanced Group in between. Stronger spousal co-parenting, better sleep quality and grandparental caregiving were associated with membership in the Harmonious class. These findings underscore the importance of fostering harmonious co-parenting across spousal and intergenerational subsystems to enhance maternal well-being and family functioning in early childhood.

Implications for the Profession and/or Patient Care

Nurses and healthcare professionals could implement family-based interventions tailored to identified profile characteristics, thereby more effectively supporting maternal mental health and fostering greater harmony in intergenerational co-parenting families.

Barriers and Facilitators to Implementing a Nurse‐Led Information System for Older Adult Patients' Post‐Discharge Self‐Care: An Exploratory Sequential Mixed‐Methods Study

ABSTRACT

Aim

To explore determinants impacting an Electronic Health Record-based information system implementation and their association with implementation fidelity based on the Theoretical Domains Framework (TDF) from nurses' perspectives.

Design

Exploratory sequential mixed-method design.

Methods

In stage one, semi-structured interviews with 53 purposively selected nurses informed the exploration of TDF domains influencing the implementation of the information system with directed content analysis. In stage two, a cross-sectional survey, informed by the qualitative findings, was conducted among 482 nurses to identify the most relevant and relatively important TDF domains by running generalised linear regression models.

Results

The qualitative interviews generated 13 TDF domains that were identified as major influencing factors, including technology characteristics, knowledge, attitudes, role agreement, self-efficacy, goal-setting, information circulation, and communication among nurses. Quantitative findings showed that 70% of nurses used and printed the written form through the information system, and only 34% offered verbal education consistently. Regression analysis identified nine domains that were relevant and important factors for implementation fidelity, including knowledge, skills, role identity, beliefs in consequences, beliefs in capabilities, intentions, goals, memory and decision processes, and environmental context.

Conclusion

Our findings confirmed previous evidence on determinants of implementing digital health technologies, including knowledge, competencies, perceived effectiveness, role agreement, intentions, decision processes, and environmental context. Additionally, we highlighted the importance of goal-setting for successful implementation.

Impact

This study investigated the relatively important associated factors that can impact the successful implementation of the nurse-led information system for post-acute care based on nurses' perspectives. These results can guide nurse practitioners in implementing similar initiatives and support evidence-based decision-making. Researchers can also further investigate the relationships between the identified determinants.

Reporting Method

Journal Article Reporting Standards for Mixed Methods Research.

Patient or Public Contribution

No patient or public contribution.

Comparison of patients’ acceptance of cuff-based vs wearable 24-hour ambulatory blood pressure monitoring devices: A multi-method study

by Ariffin Kawaja, Aminath Shiwaza Moosa, Eric Kam Pui Lee, Ian Kwong Yun Phoon, Andrew Teck Wee Ang, Zi Ying Chang, Aileen Chelsea Ai’En Lim, Jonathan Yap, Weiting Huang, Ding Xuan Ng, Melvin Yuansheng Sng, Hao Yuan Loh, Chirk Jenn Ng

Introduction

Recent hypertension guidelines recommend ambulatory blood pressure monitoring (ABPM) for accurate diagnosis and monitoring. However, patients’ experiences with cuff and wearable ABPM devices in primary care remain unclear. This study compared the acceptance of three devices (oscillometry cuff, tonometry wrist, and photoplethysmography chest devices) among patients with hypertension in primary care.

Methods

A multi-method study was conducted. Thirty-five participants with hypertension were recruited from two public primary care clinics in Singapore. All participants used cuff-based and either wrist or chest wearable devices for 24 hours. Structured surveys and in-depth audio-recorded interviews were used to gather feedback on their views, experiences, and challenges using the devices. The interviews were thematically analysed, and the surveys were analysed using descriptive statistics.

Results

All participants used the cuff (n = 35) device, while the wrist and chest devices were used by two-thirds (n = 22) and a third (n = 11) of the participants, respectively.The device usability questionnaire found that most participants were satisfied with the chest device, which did not disrupt their daily activities. Conversely, cuff arm devices interfered with daily activities (48%) and sleep (26%), were cumbersome (32%), and caused embarrassment (26%). The wrist device was uncomfortable (33%) and painful (22%) for some participants.The qualitative data were categorised into five themes: comfort, convenience, perceived accuracy, and impact on routine and sleep. Participants found the chest device more comfortable and convenient than the cuff and wrist devices. The cuff device was perceived as the most accurate due to its inflation-based BP measurement. All devices minimally affected routines and sleep, though participants expressed safety concerns about the cuff device, particularly while driving.

Conclusion

While wearable ABPM devices offer increased comfort, convenience and reduced impact on patient’s daily activities, concerns regarding their accuracy must be addressed before the widespread adoption of these devices in routine clinical practice.

Association between COVID-19 vaccination and atopic diseases in US adults: A retrospective cohort study

by Min Lu, Zixuan Bu, Nana Xiang, Juebo Yu

COVID-19 Vaccinations are associated with higher allergic reactions risk among adults. However, evidence on whether no vaccinated with COVID-19 vaccine is associated with fewer incidence among individuals with atopic diseases remains limited. This study is to investigate whether COVID-19 Vaccination is associated with increased risk of adult atopic diseases. A cross-sectional survey was conducted using data from the 2021 US National Health Interview Survey (NHIS) that included 29201 respondents aged 18 years or older adults. Multivariable logistic regression was conducted to estimate the association of COVID-19 vaccination and atopic disease. Crude and adjusted odds ratios (aORs) and 95% CIs were estimated. Analysis of the data was performed from October 01, 2023, to January 22, 2024. Of 29201 respondents (mean [SD] age, 52.6 [18.4] years; 13240 [45.3%] male), the US prevalence was 49.6% (unweighted, 95% CI, 49.1%−50.2%) from all years of the2021 NHIS for self-reported hay fever, 13.7% (unweighted,95% CI, 13.3%− 14.1%) for asthma, 10.9% (unweighted, 95% CI,10.1%−11.3%) for skin allergy, 10.0% (unweighted,95% CI, 9.7%−10.4%) for food allergy, and 45.1% (unweighted,95% CI, 45.6%−45.7%) for no COVID-19 vaccination, 6.4% (95% CI, 6.1%−6.9%) for one COVID-19 vaccination, 43.1% (unweighted, 95% CI, 42.6%−43.7%) for two COVID-19 vaccinations, 5.3% (unweighted, 95% CI, 5.1%−5.6%) for more than 2 COVID-19 vaccinations. In multivariable analysis across the 2021 NHIS, COVID-19 vaccinations does not increase the risk of skin allergy(aOR, 1.03;95%CI, 0.86–1.28; P = 0.135), asthma (aOR, 1.05;95%CI,0.98–1.13; P = 0.164), and food allergy (aOR, 1.03;95%CI, 0.95–1.12; P = 0.437) in adults, compared with adults without COVID-19 vaccination; whereas, in patients with COVID-19 vaccination had significantly higher odds of hay fever (aOR, 1.21;95% CI, 1.15–1.27;P 

Between‐Person and Within‐Person Effects in the Temporal Relationship Between Depression and Physical Frailty in Perioperative Cardiac Surgery Patients: A Longitudinal Study

ABSTRACT

Aims

This study aims to investigate whether higher levels of depression predict increased physical frailty over time and whether worsening physical frailty predicts higher levels of depression over time, at both the between-person and within-person levels.

Design

A longitudinal study.

Methods

A total of 269 patients who underwent cardiac surgery were included in this study at T1 (admission). We followed up depression and physical frailty at T2 (the seventh day after surgery), T3 (the day before discharge), and T4 (the three-month follow-up). To determine the temporal order of the association between depression and physical frailty at both between-person or within-person levels, we employed the cross-lagged panel model (between-person effects), and random intercept cross-lagged panel model (within-person effects).

Results

The cross-lagged panel model findings revealed a time-dependent shift in directionality: physical frailty initially predicted depression between T1 and T2, whereas depression subsequently emerged as a significant predictor of physical frailty from T2 to T4. These between-person effects suggest that the dominant direction of influence may vary across different perioperative stages. Notably, the random intercept cross-lagged panel model results identified a robust unidirectional within-person effect, indicating that increases in depression consistently predicted subsequent increases in physical frailty over time, while the reverse pathway was not statistically significant. This finding underscores the potential causal role of depression in driving physical frailty progression, beyond the influence of stable between-person characteristics.

Conclusions

This study advances understanding of the depression-physical frailty relationship in middle-aged and older cardiac surgery patients by delineating temporal precedence and disentangling within- and between-person effects. Depression emerges as a key driver of physical frailty, underscoring the need to prioritize its management in postoperative care protocols. Future research should explore mechanisms linking intraindividual depression to physical frailty progression and evaluate integrated psychosomatic interventions to optimize recovery outcomes.

Reporting Method

We have adhered to the STROBE guideline.

Patient or Public Contribution

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

Barriers and Facilitators to Implementation of Nurse Prescribing: A Qualitative Synthesis Based on the Consolidated Framework for Implementation Research

ABSTRACT

Aims

To identify barriers and facilitators to nurse prescribing implementation through a synthesis of qualitative studies.

Background

The roles of healthcare professionals are expanding in response to the growing demand for access to high-quality healthcare services. Advanced practice nurses are a global trend, and nurse prescribing is a crucial feature of advanced practice nurses that can meet the needs of growing healthcare services. The development and promotion of nurse prescribing varies significantly across countries, and it is essential to identify the factors influencing the implementation of nurse prescribing.

Methods

A systematic search of PubMed, Web of Science, Embase, Cochrane Library, CINAHL, China National Knowledge Infrastructure, Chinese Biomedical Literature Database, Wan Fang and Weipu database was conducted to retrieve literature on barriers and facilitators related to the implementation of nurse prescribing. We searched records from inception to 29 March 2025. Two researchers independently performed literature screening, literature evaluation, data extraction and synthesis. Literature screening and data extraction adhered to the predefined inclusion and exclusion criteria. Literature quality was evaluated using the JBI Checklist for Qualitative Research. The results were synthesised using the thematic synthesis approach. Information was extracted using the Consolidated Framework for Implementation Research (CFIR) in a deductive way, and barriers and facilitators to the implementation were categorised based on the CFIR. Report rigour assessed via ENTREQ.

Results

The synthesis of 14 included papers identified 18 thematic categories, yielding two key findings. The main barriers identified included failure to anticipate the cost of nurse prescribing, legal constraints, social pressures, poor organisational structure, insufficient prescribing education, lack of competence of nurses leading to psychological changes, opposition and lack of cooperation of team members, and insufficient planning of nurse prescribing. Facilitating factors included prescribing experience, resource and labor conservation, cost reduction, resources, nurses' prescribing training, leadership support, patients' needs, nursing professional development, nurses' competence, and team cooperation and support.

Conclusion

Identifying barriers and facilitators to nurse prescribing is critical for informing policy-making and clinical prescribing practices. The results offers practical guidance to develop strategic plans that enhance implementation and adoption of nurse prescribing.

Relevance to Clinical Practice

Nurse prescribing improves patient access while mitigating healthcare strain. By streamlining medication delivery and optimising resource use in overburdened systems, this model strengthens patient-centered care while allowing physician specialisation in complex cases. This workforce innovation enhances team-based care and ensures continuity for vulnerable populations.

Impact Statement

This paper identifies barriers and facilitators, offering policymakers, healthcare administrators, and educators actionable insights to enable nurse role expansion, reduce physician workload, and enhance outcomes through holistic care.

Patient or Public Contribution

No patient or public contribution.

Construction of Nursing‐Sensitive Quality Indicators for Spine Surgery Under the Concept of Enhanced Recovery After Surgery

ABSTRACT

Aims

The aim of the study was to develop a set of nursing-sensitive quality indicators for accelerating spine surgical rehabilitation.

Design

This is a modified Delphi study. A two-round Delphi study was conducted from November to December 2023.

Methods

Based on an evidence-based perspective and semi-structured interviews, an outline of nursing-sensitive quality indicators for accelerated rehabilitation in spine surgery patients was formulated. The Donabedian structure-process-outcome theory model was used as the theoretical framework to develop the indicator system; the indicators were improved and refined after two rounds of Delphi surveys, and the weights of the indicators were determined by the analytic hierarchy process. A total of 23 experts from 10 hospitals in 7 Chinese provinces completed the two rounds of the modified Delphi process.

Results

The experts reached a consensus on the definition of the indicators, the calculation formula and the data collection method, and included a sensitive quality indicator system for accelerated rehabilitation care in spine surgery with 3 primary indicators, 9 secondary indicators and 26 tertiary indicators.

Conclusion

A set of indicators about accelerated rehabilitation care in spinal surgery covers the key aspects of patient education, assessment, measures, and rehabilitation, and its content is scientific, comprehensive, and targeted, which can provide a basis for objective evaluation of the quality of accelerated rehabilitation care in spinal surgery.

Impact

Medical institutions can routinely collect monthly data based on this indicator, conduct horizontal comparisons of the quality of accelerated rehabilitation care in spinal surgery among hospitals at the same level with the assistance of a national or even global networked auditing platform, and establish an internal safeguard mechanism for evaluating the quality of perioperative care.

Reporting Method

This study follows the Conducting and REporting of DElphi studies (CREDE) guidance on Delphi studies.

Patient or Public Contribution

No patient or public contribution was made in this study.

Adaptation drivers of evidence-based brief advice/counselling for tobacco use in high-reach, low-resource settings in Mumbai: a qualitative exploration with patients, practitioners and policymakers

Por: Ramanadhan · S. · Mahtani · S. L. · DCosta · M. · Mandal · G. · Jagiasi · D. · Chawla · R. · Minsky · S. · Xuan · Z. · Mulhern Lopez · M. · Gupte · H.
Introduction

Tobacco use accounts for approximately 1.35 million deaths annually in India, disproportionately affecting low-income individuals, men, rural residents, those without formal education and groups of low socioeconomic status (SES). Despite progress in tobacco control, scalable, low-cost solutions, such as brief advice interventions, are needed. This study explored priority implementation determinants for adapting an evidence-based brief advice/counselling intervention for high-reach, low-resource settings in Mumbai, India. The focal settings (health-focused and tuberculosis-focused non-governmental organisations (Health NGOs and TB NGOs) and dental clinics) served low-SES populations.

Methods

Mumbai-based and US-based team members conducted a qualitative study employing semistructured interviews to gather data from four groups connected to Health and TB NGOs and dental clinics: (1) 15 patients, (2) 33 practitioners, (3) nine practice leaders and (4) three policymakers. We used a team-based, critical, reflexive thematic analysis approach to analysis, grounded in the Exploration, Preparation, Implementation and Sustainment framework. We managed data with Nvivo software.

Results

Participants were supportive but highlighted diverse challenges and supports required for implementing the intervention in these diverse settings. First, many noted that societal constraints such as economic insecurity and cultural factors were expected to limit tobacco control efforts for low-SES populations. Second, setting-specific intervention adaptations were identified as necessary to support integration and ensure access to support for all patients. Various participant groups highlighted different adaptation areas. For example, patients noted that tobacco was part of their routines and social lives, practitioners emphasised the need to design implementation plans that support integration alongside existing needs, and policymakers highlighted the need for uniform implementation strategies.

Conclusion

Adapting brief advice/counselling interventions for Health NGOs, TB NGOs and dental clinics in Mumbai will require strategic communication to support buy-in, thoughtful workflow integration and changes to funding and support mechanisms for organisations so meaningful reductions in tobacco use can be achieved among low-SES groups. In other words, there is a need to adapt both the intervention and the implementing system to allow for brief advice/counselling to contribute to broader tobacco control efforts.

Trial registration

R01 CA230355.

The Mediating Role of Death Coping Between Moral Resilience and Vicarious Posttraumatic Growth Among ICU Nurses

ABSTRACT

Aim

This study aimed to examine the level of vicarious posttraumatic growth among intensive care unit nurses in China and explore the mediating role of death coping ability in the relationship between moral resilience and vicarious posttraumatic growth.

Study Design

A multicentre, cross-sectional study was conducted in accordance with the STROBE guidelines.

Methods

Between January and March 2025, a questionnaire survey was conducted among 666 intensive care unit nurses from nine tertiary Grade A hospitals across five provinces in China. Participants completed three standardised instruments: the Rushton Moral Resilience Scale, the Coping with Death Scale–Short Version, and the Vicarious Posttraumatic Growth Inventory. We used IBM SPSS 27.0 for descriptive statistics, univariate analyses, and correlation analyses, and employed AMOS 27.0 to perform structural equation modelling for testing mediation effects.

Results

Intensive care unit nurses demonstrated a moderate level of vicarious posttraumatic growth. Moral resilience was positively associated with both death coping ability and vicarious posttraumatic growth. Death coping ability was found to play a partial mediating role in the relationship between moral resilience and vicarious posttraumatic growth.

Conclusion

Moral resilience and death coping ability are key factors associated with vicarious posttraumatic growth among intensive care unit nurses. Nurses with stronger moral resilience are more likely to cope constructively with death-related stress, which may support psychological growth in trauma-intensive environments.

Impact

This study highlights the need to enhance intensive care unit nurses' moral and emotional capacities through ethics education, emotional coping training, and institutional support strategies. Strengthening these competencies may foster professional development and mental wellbeing in critical care settings.

Changed Personal Attitudes Predict Sexual Behaviours Among Men Living With HIV in the Era of U=U: A Half‐Longitudinal Study

ABSTRACT

Introduction

In the era of ‘Undetectable = Untransmittable’ (U=U), reductions in condom use and increases in casual partnerships may contribute to elevated risks of coinfection with other sexually transmitted infections (STIs) and HIV super-infections among men living with HIV. These trends may reflect a shift in personal attitudes towards sexual behaviour and HIV risk, yet their influence on actual behaviours remains unclear.

Aim

To investigate how changes in personal attitudes and safe sex self-efficacy influence sexual decision-making.

Design

Two-wave longitudinal study design.

Methods

We conducted a 3-month longitudinal study from March to December 2023 among HIV-positive men (≥ 18 years) initiating ART in Changsha, China. Cross-lagged panel analysis and half-longitudinal mediation analysis were used to examine how changes in personal attitudes influenced sexual behaviours.

Results

427 men living with HIV were included at baseline, and 301 completed the follow-up survey. Sexual behaviours were associated with personal attitudes, namely safe sex fatigue, viral load/transmission beliefs, and sexual sensation seeking. More positive personal attitudes in these domains at baseline predicted lower safe sex self-efficacy over 3 months, while reduced baseline self-efficacy increased the likelihood of engaging in condomless sex and/or multiple sexual partners. All three personal attitude domains had significant indirect effects on sexual behaviours via safe sex self-efficacy.

Conclusion

In the era of U=U, the changed personal attitudes among men living with HIV may lead to the increased likelihood of engaging in condomless sex and/or having multiple sexual partners, and safe sex self-efficacy serves as a mediator in this relationship.

Impact

This study highlights the potential influence of attitudinal changes on sexual behaviours among men living with HIV in the ‘U=U’ era. Findings provide valuable evidence for developing more targeted interventions that address not only behavioural outcomes but also underlying personal attitudes.

Patient or Public Contribution

No patient or public contribution.

Construct prediction models for low muscle mass with metabolic syndrome using machine learning

by Yanxuan Wu, Fu Li, Hao Chen, Liang Shi, Meng Yin, Fan Hu, Gongchang Yu

Background

Metabolic syndrome (MetS) and sarcopenia are major global public health problems, and their coexistence significantly increases the risk of death. In recent years, this trend has become increasingly prominent in younger populations, posing a major public health challenge. Numerous studies have regarded reduced muscle mass as a reliable indicator for identifying pre-sarcopenia. Nevertheless, there are currently no well-developed methods for identifying low muscle mass in individuals with MetS.

Methods

A total of 2,467 MetS patients (aged 18–59 years) with low muscle mass assessed by dual-energy X-ray absorptiometry (DXA) were included using data from the 2011–2018 National Health and Nutrition Examination Survey (NHANES). Least Absolute Shrinkage and Selection Operator (LASSO) regression was then used to screen for important features. A total of nine Machine learning (ML) models were constructed in this study. Area under the curve (AUC), F1 Score, Recall, Precision, Accuracy, Specificity, PPV, and NPV were used to evaluate the model’s performance and explain important predictors using the Shapley Additive Explain (SHAP) values.

Results

The Logistic Regression (LR) model performed the best overall, with an AUC of 0.925 (95% CI: 0.9043, 0.9443), alongside strong F1-score (0.87) and specificity (0.89). Five important predictors are displayed in the summary plot of SHAP values: height, gender, waist circumference, thigh length, and alkaline phosphatase (ALP).

Conclusion

This study developed an interpretable ML model based on SHAP methodology to identify risk factors for low muscle mass in a young population of MetS patients. Additionally, a web-based tool was implemented to facilitate sarcopenia screening.

Comparative Effectiveness of Multicomponent Exercise Interventions on Cognitive Function in People With Cognitive Impairmsent: A Systematic Review and Network Meta‐Analysis

ABSTRACT

Background

Although multicomponent exercise is a popular nonpharmacological treatment, its effects on cognition vary across studies because of the diversities in exercise combinations. Identifying the most effective combination is of great importance to the prevention and treatment of cognitive impairment.

Aims

To compare and rank the efficacy of various multicomponent exercise interventions on cognition in people with cognitive impairment.

Methods

We searched PubMed, Web of Science, Embase, Cochrane, SPORTDiscus and PsycInfo databases up to April 2025 for eligible randomised controlled trials about multicomponent exercise interventions in people with cognitive impairment. Primary outcome was global cognition, with secondary outcomes being executive function and memory. Pairwise and network meta-analyses were performed using random-effects models.

Results

Twenty-five trials involving 2298 participants were included. Pairwise meta-analyses showed multicomponent exercise interventions were effective on global cognition (standardised mean difference (SMD) = 0.59; 95% confidence interval (CI): 0.30, 0.89; p < 0.001) and executive function (SMD = 0.28; 95% CI: 0.12, 0.45; p < 0.001). Network meta-analyses revealed that aerobic exercise (AE) + balance & flexibility (BF) training had the highest probability (70.8%) of being the optimal exercise combination for global cognition (SMD = 1.07; 95% CI: 0.23, 1.90; p = 0.016), and AE + resistance exercise (RE) had the highest probability (43.1%) of being the optimal exercise combination for executive function (SMD = 0.56; 95% CI: 0.03, 0.10; p = 0.042). We did not observe significant effects of multicomponent exercise on memory.

Conclusion

AE + BF training is likely the most effective multicomponent exercise combination for global cognition, while AE + RE showed the optimal effect on executive function in people with cognitive impairment.

Relevance to Clinical Practice

Our study contributes to guiding clinical professionals to design and conduct targeted multicomponent exercise interventions as per individual cognitive impairment characteristics to protect individual cognition.

Patient or Public Contribution

No patient or public contribution applies to this work.

Study Registration

The study protocol was registered with PROSPERO (CRD42023489517).

Impact of Social Support on Health Literacy Among People With Diabetes: A Cross‐Sectional Study

ABSTRACT

Aim

In recent years, the critical role of health literacy in diabetes management has become increasingly prominent. The aim of this study was to investigate the impact of social support on health literacy among patients with diabetes, to test the mediating role of self-efficacy and empowerment between social support and health literacy, and the moderating role of eHealth literacy.

Design

A cross-sectional study conducted between August 2023 and June 2024.

Methods

This study adopted the cluster sampling method and conducted a questionnaire survey among 251 patients with diabetes in a tertiary hospital in Wuhu City, Anhui Province. The questionnaires included the Social Support Rating Scale, the Self-Efficacy for Diabetes scale, the Health Empowerment Scale, the eHealth Literacy Scale and the Diabetes Health Literacy Scale.

Results

Social support was positively associated with health literacy in patients with diabetes. Self-efficacy and empowerment mediated the relationship and formed chained mediation pathways respectively. eHealth literacy has a moderating role between self-efficacy and empowerment.

Conclusion

The results revealed that social support influences health literacy among patients with diabetes through the mediating pathways of self-efficacy and empowerment, and that this process is moderated by eHealth literacy. These findings provide a theoretical basis and practical insights for improving health literacy among patients with diabetes.

Implications

Enhancing health literacy among people with diabetes by strengthening social support, self-efficacy and empowerment levels, while focusing on the technology-enabling role of eHealth literacy in this context.

Reporting Method

This study adheres to the relevant EQUATOR guidelines based on the STROBE cross-sectional reporting method.

Patient or Public Contribution

We thank all patients who participated in the study for their understanding and support.

Associations Between Workplace Violence and Work Performance Among Nurses: A Longitudinal Study Based on Affective Events Theory

ABSTRACT

Aim

This study aims to examine the chain-mediating effects of affective reactions and burnout on the relationship between workplace violence and work performance among nurses while distinguishing between physical and psychological violence.

Design

A longitudinal study was conducted between October 2020 and October 2022. The study took place in four tertiary hospitals of Shandong Province, China. A total of 1086 nurses were recruited.

Methods

Workplace psychological violence, workplace physical violence, work performance, affective reactions (including anxiety and depressive symptoms) and burnout were assessed using self-report questionnaires. Data were analysed using multiple linear regressions and structural equation modelling on SPSS and AMOS.

Reporting Method

The STROBE checklist was used for this study.

Results

Workplace psychological violence, but not physical violence, was associated with nurses' work performance. Burnout mediates the relationship between workplace psychological violence and work performance. Affective reactions and burnout play serial intermediary roles in the relationship between workplace psychological violence and work performance.

Conclusions

Interventions aimed at reducing anxiety, depressive symptoms, and burnout among nurses who have experienced psychological violence may enhance their work performance.

Practical Implications

Hospital administrators should prioritise the development of strategies to prevent psychological violence (e.g., anti-bullying training and counselling support) and enhance nurse performance through burnout screening and targeted interventions.

Limitations

This study was conducted in Shandong Province, China, and relied on self-reported data, which may be subject to social desirability bias.

Patient or Public Contribution

No patient or public contribution.

Information Needs and Attributes of Breast Cancer Radiotherapy Patients Based on the Kano Model: A Cross‐Sectional Study

ABSTRACT

Background

Identifying the core information needs of breast cancer radiotherapy patients serves as the foundation for delivering targeted information services. The Kano model, a qualitative tool for classifying service needs, is increasingly being employed to prioritise patient needs and enhance healthcare quality.

Objective

This study aims to examine the informational needs of breast cancer patients undergoing radiotherapy using the Kano model as the analytical framework.

Methods

Between October 2024 and February 2025, 260 patients with breast cancer undergoing radiotherapy were recruited as study participants. A cross-sectional survey was conducted using the Information Needs Questionnaire. Kano analysis was applied to identify and assess the information needs of these patients. This study adhered to the STROBE guidelines.

Results

Among the 36 items analysed, 15 items (41.7%) were classified as one-dimensional attributes, primarily related to adverse reaction identification and self-management information. 11 items (30.5%) were identified as attractive attributes, mainly concerning the impact of radiation therapy and social–emotional needs five items (13.9%) were must-be attributes, focusing on basic radiotherapy information. Five items (13.9%) were indifference attributes, including the impact of radiotherapy on breast reconstruction, and guidance on image-related concerns during radiotherapy. The quadrant chart findings revealed that 15 needs were predominant in Area I, five in Improving Area II, five in Secondary Improving Area III and 11 in Reserving Area IV.

Conclusion

The information needs of breast cancer radiotherapy patients are diverse. Kano model analysis aids medical staff in developing health guidance and meeting patients' informational needs.

Relevance to Clinical Practice

Understanding the differentiated informational needs of patients with breast cancer undergoing radiotherapy provides valuable insights for developing targeted educational interventions, ultimately improving patient engagement and outcomes.

Patient or Public Contribution

The contributions of patients/members of the public were limited solely to data collection.

Development and Validation of a Chinese Version of an Information Needs Questionnaire for Patients With Breast Cancer Undergoing Radiotherapy

ABSTRACT

Background

The efficacy of radiotherapy and the satisfaction of patients can be significantly improved by adequately addressing their information needs. This process is impeded by the current lack of a comprehensive tool for assessing these needs.

Objective

To develop an Information Needs Questionnaire for patients with breast cancer undergoing radiotherapy and to assess its reliability and validity.

Methods

The initial item pool for the questionnaire was developed through a literature analysis and semi-structured interviews with 12 patients with breast cancer receiving radiotherapy. The Delphi method was employed to consult 16 experts and the questionnaire content was refined based on expert feedback and item ratings to form the first draft. A pre-investigation was conducted on 30 patients with breast cancer treated with radiotherapy to refine the item expression. From March–October 2024, item analysis, factor analyses, and reliability tests were conducted on 220 patients. This study adhered to STROBE guidelines.

Results

The final questionnaire comprised 36 items. Exploratory factor analysis revealed 5 dimensions, with all item factor loading within their respective dimensions being ≥ 0.4 and no items exhibiting multiple loadings. These five factors accounted for 72.805% of the total variance. The overall content validity index was 0.980, with item-level content validity index ranging from 0.900 to 1.000. The Cronbach's α coefficient for the entire questionnaire was 0.959, and the coefficients for each dimension ranged from 0.786 to 0.958.

Conclusion

The Information Needs Questionnaire demonstrated excellent reliability and validity in patients with breast cancer undergoing radiotherapy. It can effectively guide medical staff to accurately assess the information needs of patients with breast cancer who are undergoing radiotherapy.

Relevance to Clinical Practice

Identifying the authentic informational needs of breast cancer patients throughout the entire radiotherapy process is instrumental in enabling medical staff to devise personalised and targeted information support interventions.

Patient or Public Contribution

A total of 220 participants provided perspectives on their information needs.

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