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Risk factors for recurrent falls in midlife: a prospective cohort study using data from the Health and Employment After Fifty (HEAF) study

Por: DAngelo · S. · Westbury · L. · Laskou · F. · Walker-Bone · K. · Dennison · E.
Background

Falls, especially recurrent, cause significant morbidity. Research on falls generally focuses on older adults but patterns of falling may start earlier in life. This study aimed to quantify the prevalence of falls and recurrent falls among late middle-aged community-dwelling adults and identify the socio-demographic, lifestyle and health-related factors associated with recurrent falls.

Methods

The Health and Employment After Fifty (HEAF) study is a longitudinal cohort of men and women aged 50–64 years recruited in 2013–14 from across England. At baseline and each of five approximately annual follow-ups, participants reported falls in the preceding year. Participants were categorised as recurrent fallers if they experienced more than one fall on at least two occasions, non-fallers if they never reported a fall, or intermediate fallers otherwise. Multinomial logistic regression explored associations between fall category and potential risk factors, presented as relative risk ratios with 95%CI.

Results

Among 8134 participants, 7051 were eligible for this analysis. The prevalence of any falls ranged from 14–18% across follow-ups. Overall, 437 (6%) were recurrent fallers, 2738 (39%) intermediate and 3876 (55%) non-fallers. Independent predictors of recurrent falls included female gender, unpartnered, unemployed or retired and lack of home ownership. Health-related factors included obesity, fair/poor self-rated health, depression, poor sleep, slow walking speed and memory problems. The final model correctly classified 60% of participants.

Conclusions

Recurrent falls in mid-life were relatively common. Both socio-economic and health-related characteristics, alongside female gender, were identified as predictors, suggesting potential targets for early identification and risk mitigation in this age group.

Process evaluation of a basic life support educational intervention (FirstCPR cluster randomised study) delivered at community organisations in New South Wales, Australia

Por: Munot · S. · Bauman · A. · Bray · J. · Redfern · J. · Angell · B. · Kancijanic · D. · Rock · Z. · Semsarian · C. · Jennings · G. · Coggins · A. · Denniss · A. R. · Chow · C.
Background

The FirstCPR cluster randomised trial delivered multimodal basic life support (BLS) learning opportunities to community organisations. An a priori process evaluation examined intervention implementation, including participation, reach, uptake and member engagement.

Methods

The study used a multimethod process evaluation. Data were collected via semistructured interviews, focus group discussions, participant surveys, study records, web analytics and in-field observations. These sources captured participation patterns and implementation measures (delivery, reach, uptake and engagement: opt-in to digital messages and attendance at training sessions), as well as reasons for refusals and withdrawals. Qualitative data were analysed thematically and organised using the UK Medical Research Council process-evaluation framework. Qualitative and quantitative data were analysed separately and subsequently interpreted collectively to contextualise implementation patterns and identify barriers and enablers that influenced trial successes and failures.

Results

Intervention uptake and engagement varied significantly across organisations, with greater success observed in social and faith-based groups. Of the 82 intervention clusters, 78 (95%) received intervention materials; 74 (90%) engaged in at least one activity and 15 (18%) engaged in all activities. Participation was primarily driven by the organisation’s leadership interest and support in providing BLS training to members, and by the time available to facilitate intervention activities. The presence of a dedicated liaison/champion emerged as the most critical enabler of member engagement and implementation. Feedback recommended concise, simple and culturally tailored modules, with practical components delivered in shorter, convenient sessions. Intervention delivery was affected by contextual challenges, including COVID-19 disruptions that limited in-field recruitment and group activities.

Conclusions

Process evaluation can strengthen community-based interventions by identifying mechanisms and contextual factors that shape implementation and engagement. Partnering with social and faith-based organisations may be an effective approach to disseminating educational programmes such as life-saving skills to lay communities. Minimising research burden and ensuring organisational leadership support may improve participation while brief, practical and culturally tailored training may enhance engagement.

Trial registration number

ACTRN12621000367842.

Gender Differences in Disease Burden, Symptom Burden, and Quality of Life Among People Living With Heart Failure and Multimorbidity: Cross‐Sectional Study

ABSTRACT

Aim

Heart failure is a leading cause of hospitalisation and often coexists with seven comorbid conditions on average. This study aimed to examine the gender differences in disease burden, symptom burden, and quality of life among older adults with heart failure and multimorbidity.

Design

Cross-sectional study.

Methods

This study utilised a baseline survey from an ongoing cohort study in 2022–2023. Adults aged ≥ 50 years with heart failure and more than one chronic condition were recruited from a university-affiliated hospital using an electronic patient portal. Disease burden was measured using a modified Disease Burden Impact Scale. The Edmonton Symptom Assessment Scale and EuroQoL-5D-5L assessed symptom burden and quality of life. Gender differences in baseline outcomes were examined using Pearson's Chi-square tests, Welch's t-tests, and multiple linear regressions.

Results

Among 353 participants who completed the baseline survey, the mean (±SD) age was 70 (±9.5) years, and 50.1% were women (mean age: 67 ± 9 vs. men: 72 ± 10). In adjusted models, women had 4.9 points higher disease burden (p = 0.003) and reported higher symptom scores of pain (p = 0.018), tiredness (p = 0.021), nausea (p = 0.007), and loss of appetite compared to men (p = 0.036). Women had significantly more moderate/severe problems in usual activities and pain/discomfort and 0.07 points lower EuroQoL index than men (p = 0.010).

Conclusions

There were gender differences in disease/symptom burdens and quality of life. Women living with heart failure and multimorbidity had higher burdens but lower quality of life.

Impact

Identifying gender differences among people with heart failure and multimorbidity can be the first step to explaining health disparities. Research should take more inclusive and equitable approaches to address these differences. Healthcare providers, including nurses, should implement targeted strategies for effective multimorbidity management by considering these differences and disparities in clinical settings.

Reporting Method

STROBE checklist, cross-sectional.

Patient or Public Contribution

No patient or public contribution.

Effectiveness of a web-based preventive postpartum depression programme in pregnancy, with/without telephone support: a randomised control trial

Por: Dessy · T. · Montreuil · T. C. · St-Andre · M. · Herba · C. M. · MacKinnon · A. L. · Clement · M. · Boucoiran · I. · Dinello-Goupil · C. · Beland · J. · Samson · V. · Tchouangue-Dinkou · G.-D. · Berard · A. · Morin · L. · Amirali · L. · Dennis · C.-L. · Masse · B. · Cote · S. M.
Objective

To evaluate the effectiveness of a web-based secondary prevention programme for postpartum depression, delivered with or without telephone support, compared with usual care.

Design

We first conducted a randomised controlled superiority trial to test whether the web-based Parents and Babies programme (Toi, Moi, Bébé; TMB) delivered with motivational telephone support (ie, coaching) was superior to the fully automated programme (ie, self-help). TMB incorporated classic and third-wave cognitive–behavioural therapy components and psychoeducation. Then, we tested whether TMB (both treatment modalities combined) was superior to usual care. The usual care comparison group was drawn from the CONCEPTION prospective pan-Canadian perinatal cohort (N=592).

Setting

A remote study based at Sainte-Justine Hospital Centre, Quebec, Canada.

Participants

Web-based intervention programme participants were women aged ≥14 years at 12–25 weeks’ gestation, with subclinical to moderate clinical Edinburgh Postnatal Depression Scale (EPDS) scores: 9–16. Exclusion criteria were psychosis and self-reported substance abuse. The usual care comparison group was pregnant women ≥18 years old. All participants were living in Canada at study inception.

Main outcome measures

The primary outcome was EPDS scores at 3 months post partum, accounting for baseline EPDS scores and depression events defined as EPDS ≥13 at 3 months post partum. The secondary outcomes were EPDS scores at 6 months post partum, depression events (EPDS≥13) at 6 months post partum, anxiety symptoms (Generalised Anxiety Disorder 7-item Scale, GAD-7) at 3 and 6 months post partum, accounting for baseline scores for the continuous outcomes; as well as the number of completed intervention modules and well-being scores (WHO 5-Item Well-being Index) at 3 months post partum.

Results

We randomised 510 participants to TMB self-help (n=255) or TMB with coaching (n=255); 211 and 214 participants, respectively, were included in the complete-case intention-to-treat analyses. At baseline, 91% lived with a partner, 71% were university graduates and 42% self-reported GAD-7≥10. Randomisation was successful. First, TMB with coaching was not superior to TMB self-help: at 3 months post partum, EPDS scores were TMB self-help (mean 8.0±4.3) vs TMB with coaching (mean 8.6±4.5); effect size was 0.01 (95% CI 0.00 to 0.03; p=0.16). Second, TMB (regardless of intervention arm) was superior to usual care: in adjusted regression models, EPDS scores were 6.2 units lower (per SD, 95% CI –8.2 to –4.3) in TMB (both treatment modalities combined) than in usual care; and proportions of depression events were 4.7 units lower (per SD on the logit scale, 95% CI –6.6 to –2.7) in TMB (combined) than in usual care. No other group differences were observed.

Conclusions

Our findings suggest that, in women with subclinical to moderate clinical antenatal depressive symptoms, receiving a web-based cognitive–behavioural therapy-based programme in addition to usual care can reduce depression postnatally.

Trial registration number

NCT05110456.

Analytical validation of a homologous recombination deficiency signature (HRDsig) in pan-tumor tissue samples

by Wenshu Li, Jeffrey A. Leibowitz, Shuoguo Wang, Louisa Walker, Chang Xu, Kuei-Ting Chen, Alexa B. Schrock, Jason Hughes, Nimesh Patel, Julia A. Elvin, Lauren L. Ritterhouse, Ethan Sokol, Garrett Frampton, Lucas Dennis, Bahar Yilmazel, Brennan Decker

Homologous recombination repair (HRR) is a cellular pathway for high-fidelity double strand DNA break repair that uses the sister chromatid as a guide to ensure chromosomal integrity and cell viability. Deficiency in the HRR pathway (HRD) can sensitize tumors to poly (ADP-ribose) polymerase inhibitors (PARPi) and platinum-based chemotherapy, offering an avenue to identify patients who may benefit from targeted therapies. HRD signature (HRDsig) is a pan-solid-tumor biomarker on the FoundationOne®CDx (F1CDx®) assay that employs a DNA scar-based approach to calculate a score based on copy number features (e.g., segment size, oscillation patterns, and breakpoints per chromosome arm) and does not rely on HRR gene alterations, enabling detection of genomic and epigenetic mechanisms of HRD. After finalizing the HRDsig algorithm, analytical validation was conducted in a CAP-accredited, CLIA-certified laboratory on 278 solid tumor and normal tissue specimens. HRDsig results were compared with an independent HRD biomarker, defined by the presence of a reversion mutation restoring HRR gene function. In this evaluation, 100 HRD-positive and 126 HRD-negative samples showed a positive percent agreement of 90.00% and a negative percent agreement of 94.44%. The limit of detection (LoD) was estimated at 23.04% tumor purity, with the limit of blank (LoB) confirmed as zero in 60 normal tissue replicates. Reproducibility testing on 11 positive and 11 negative samples across multiple labs, reagent lots, and sequencers yielded agreement in 99.49% of positive and 99.73% of negative replicates. HRDsig status remained consistent in the presence of interfering substances, demonstrating 100% concordance in spiked samples. These validation results underscore the high analytical concordance, low false-positive rate, and overall robustness of HRDsig for reliable assessment of homologous recombination deficiency.

Assessing the potential utility of large language models for assisting community health workers: protocol for a prospective, observational study in Rwanda

Por: Menon · V. · Shimelash · N. · Rutunda · S. · Nshimiyimana · C. · Archer · L. · Emmanuel-Fabula · M. · Berhe · D. F. · Gill · J. · Hezagira · E. · Remera · E. · Riley · R. · Wong · R. · Denniston · A. K. · Mateen · B. A. · Liu · X.
Introduction

Community health workers (CHWs) are critical to healthcare delivery in low-resource settings but often lack formal clinical training, limiting their decision-making. Large language models (LLMs) could provide real-time, context-specific support to improve referrals and management plans. This study aims to evaluate the potential utility of LLMs in assisting CHW decision-making in Rwanda.

Methods and analysis

This is a prospective, observational study conducted in Nyabihu and Musanze districts, Rwanda. Audio recordings of CHW-patient consultations will be transcribed and analysed by an LLM to generate referral decisions, differential diagnoses and management plans. These outputs, alongside CHW decisions, will be evaluated against a clinical expert panel’s consensus. The primary outcome is the appropriateness of referral decisions. Secondary outcomes include diagnostic accuracy, management plan quality, and patient and user perceptions to ambient recording of consultations. Sample size is set at 800 consultations (400 per district), powered to detect a 15–20 percentage point improvement in referral appropriateness.

Ethics and dissemination

Ethical approval has been obtained from the Rwandan National Ethics Committee (RNEC) (Ref number: RNEC 853/2025) in June 2025, recruitment started in July 2025 and results are expected in late 2025. Results will be disseminated via stakeholder meetings, academic conferences and peer-reviewed publication.

Trial registration number

PACTR202504601308784.

Quantitative retinal morphology and mortality in individuals with proliferative diabetic retinopathy: a retrospective cohort study in a large real-world population

Por: Khan · A. Z. · Ribeiro Reis · A. P. · Olvera-Barrios · A. · Zhou · Y. · Williamson · D. J. · Struyyen · R. R. · Khalid · H. · Egan · C. · Denniston · A. K. · Keane · P. A. · Wagner · S. K.
Objectives

To investigate whether quantitative retinal markers, derived from multimodal retinal imaging, are associated with increased risk of mortality among individuals with proliferative diabetic retinopathy (PDR), the most severe form of diabetic retinopathy.

Design

Longitudinal retrospective cohort analysis.

Setting

This study was nested within the AlzEye cohort, which links longitudinal multimodal retinal imaging data routinely collected from a large tertiary ophthalmic institution in London, UK, with nationally held hospital admissions data across England.

Participants

A total of 675 individuals (1129 eyes) with PDR were included from the AlzEye cohort. Participants were aged ≥40 years (mean age 57.3 years, SD 10.3), and 410 (60.7%) were male.

Outcome measures

The primary outcome was all-cause mortality. Quantitative retinal markers were derived from fundus photographs and optical coherence tomography using AutoMorph and Topcon Advanced Boundary Segmentation, respectively. We used unadjusted and adjusted Cox-proportional hazards models to estimate hazard ratios (HR) for the association between retinal features and time to death.

Results

After adjusting for sociodemographic factors, each 1-SD decrease in arterial fractal dimension (HR: 1.54, 95% CI: 1.18 to 2.04), arterial vessel density (HR: 1.59, 95% CI: 1.15 to 2.17), arterial average width (HR: 1.35, 95% CI: 1.02 to 1.79), central retinal arteriolar equivalent (HR: 1.39, 95% CI: 1.05 to 1.82) and ganglion cell-inner plexiform layer (GC-IPL) thickness (HR: 1.61, 95% CI: 1.03 to 2.50) was associated with increased mortality risk. When also adjusting for hypertension, arterial fractal dimension (HR: 1.45, 95% CI: 1.08 to 1.92), arterial vessel density (HR: 1.47, 95% CI: 1.05 to 2.08) and GC-IPL thickness (HR: 1.56, 95% CI: 1.03 to 2.38) remained significantly associated with mortality.

Conclusions

Several quantitative retinal markers, relating to both microvascular morphology and retinal neural thickness, are associated with increased mortality among individuals with PDR. The role of retinal imaging in identifying those individuals with PDR most at risk of imminent life-threatening sequelae warrants further investigation.

Experiences of using a physical activity and exercise digital intervention to reduce respiratory tract infections: a qualitative process evaluation

Por: Dennis · A. · Joseph · J. · Greenwell · K. · Miller · S. · Vennik · J. · Dennison · L. · Holt · S. · Bradbury · K. · Ainsworth · B. · Yardley · L. · Little · P. · Geraghty · A. W. A.
Objectives

Increasing physical activity and effectively managing stress can positively impact immunity and may reduce the duration of respiratory tract infections (RTIs). As part of a larger trial, participants accessed a digital behavioural change intervention that encouraged physical activity and stress management to reduce RTIs. We aimed to understand the barriers and facilitators to engaging in physical activity and stress reduction.

Design

A qualitative process analysis from semistructured interviews of the behavioural intervention in a randomised control trial.

Setting

Primary care in the UK.

Participants

34 participants (aged 18–82 years) in the behavioural intervention arm.

Interventions

The larger trial involved four interventions: a gel-based antiviral nasal spray; a saline water-based nasal spray; a behavioural intervention; usual care. In this study, we focused on participants allocated to the behavioural intervention. The behavioural intervention included two components: one to increase physical activity (getting active) and another for stress management techniques (healthy paths) to reduce RTIs.

Results

We analysed the interviews using thematic analysis with a critical realist perspective (focusing on). We developed five themes: digital intervention engagement, views on intervention allocation, the role of getting active, the role of healthy paths and benefits reinforcing behaviour. Participants’ views on the relevance and benefit of the behavioural intervention shaped their engagement with the intervention website and behaviour. Facilitators of intervention engagement included awareness of inactivity, goal setting, increasing immunity, positive outcome expectations and benefits from changing behaviour. Barriers to engagement included negative outcome expectations, such as around efficacy of the behaviours.

Conclusions

Overall, the results highlighted the importance of positive expectations for a digital intervention promoting physical activity and stress management for RTI reduction. Future interventions should consider how to clearly communicate a broad range of perceived benefits to users.

Trial registrations

The trial was prospectively registered with International Standard Randomized Controlled Trial Number (ISRCTN) registry (17936080).

Development, psychometric assessment, and predictive validity of the comprehensive breastfeeding knowledge scale

To develop a breastfeeding knowledge scale that aligns with the Baby Friendly Hospital Initiative and psychometrically test it among expectant parents.
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