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Nevin Manimala Statistics

Impact of a stakeholder selected implementation strategy package – fast tracking, provider re-training, and co-location – on PrEP implementation for pregnant women in antenatal care clinics in western Kenya

Implement Sci Commun. 2025 May 12;6(1):58. doi: 10.1186/s43058-025-00746-5.

ABSTRACT

BACKGROUND: Pre-exposure prophylaxis (PrEP) is recommended for HIV prevention in pregnant and postpartum women at substantial ongoing risk for HIV. In resource-limited settings, there exist gaps in the integration of PrEP into antenatal care.

METHODS: We conducted a difference-in-differences analytic approach (3 months pre- and 3 months post) between January 2022 and July 2022 in 8 facilities (4 intervention and 4 comparison) in western Kenya. During the 6-month period, we tested a combination of 2 stakeholder selected implementation strategies – retraining health providers and fast tracking PrEP clients- to improve PrEP delivery. All study facilities dispensed PrEP in the Maternal and Child health clinics (MCH). We evaluated absolute changes in: PrEP penetration, PrEP fidelity, client PrEP knowledge, client satisfaction, and client waiting and service times as outcomes specified a priori while PrEP offer and HIV testing were outcomes specified post hoc. We measured acceptability and appropriateness by providers of the implementation strategies using AIM and IAM respectively.

RESULTS: We observed statistically significant improvements in PrEP penetration and PrEP offer (p < 0.05) and non-significant improvements in fidelity. PrEP penetration increased 6 percent points (p = 0.002), PrEP offer increased nearly 6 percentage points (p = 0.002), and PrEP fidelity increased 4 percentage points (p = 0.202) in intervention vs comparison facilities. Client PrEP knowledge increased 0.45 out of 7 total points (p < 0.001) and PrEP screening increased 13 percentage points (p = 0.001). We observed no significant changes in service time (0.13-min increase; p = 0.249), waiting time (0.03-min decrease; p = 0.796), or client satisfaction (0.04/24 total point decrease; p = 0.849) in intervention vs comparison facilities. HIV testing did not significantly change (7 percentage point decrease, p = 0.305). The implementation strategy bundle was deemed appropriate and acceptable by the providers (appropriateness: 18.5/20; acceptability: 18.5/20). Overall, the implementation strategy bundle was associated with larger increases in implementation outcomes among women receiving a visit other than their first ANC visit, as well as among sites without stockouts of HIV test kits.

CONCLUSIONS: A stakeholder-selected implementation strategy bundle that included retraining healthcare workers, fast tracking PrEP clients to reduce waiting time, and PrEP dispensing in MCH improved several implementation outcomes without significantly affecting waiting time or reducing service time.

PMID:40355972 | DOI:10.1186/s43058-025-00746-5

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Nevin Manimala Statistics

A real-world analysis of the impact of X-linked myotubular myopathy on caregivers in the United States

Orphanet J Rare Dis. 2025 May 12;20(1):224. doi: 10.1186/s13023-025-03583-w.

ABSTRACT

BACKGROUND: X-linked myotubular myopathy (XLMTM) is a rare, life-threatening congenital myopathy with multisystem involvement, which often includes the need for invasive ventilator support, gastrostomy tube feeding, and wheelchair use in approximately 80% of patients. The direct and indirect financial impact of extensive supportive care, as reported by caregivers of individuals with XLMTM, and the health-related quality of life (HRQoL) of caregivers has not been previously described. Here, we use a survey co-designed by patient advocates to provide objective information on the physical and financial challenges of caregiving for individuals with XLMTM.

METHODS: A real-world web-based survey was conducted in the United States between November 19, 2019, and January 23, 2020. The survey was developed in association with patient advocacy leaders from the XLMTM community, who were also caregivers of individuals with XLMTM. The survey included the EuroQol 5-dimension 5-level HRQoL instrument and visual analog scale, and a cost (direct and indirect medical costs) and healthcare resource questionnaire. The survey was shared among the XLMTM community by patient advocacy organizations. Caregivers who completed the survey and met the eligibility criteria were included. Descriptive statistics were conducted using Microsoft Excel.

RESULTS: Twenty-two caregiver respondents agreed to participate. All respondents completed the cost and health resource survey. Productivity loss varied between participants over the prior 12 months. Durable medical equipment expenses comprised most of the direct medical out-of-pocket costs. Non-medical expenditures (e.g. home and vehicle modifications) were higher than direct medical out-of-pocket costs. Twelve of the 22 respondents completed the HRQoL survey. The HRQoL domains most impacted were usual activities, anxiety/depression, and pain/discomfort.

CONCLUSIONS: Findings from this real-world survey of caregivers for individuals with XLMTM describe the caregiver experience, as well as the multifaceted impact of the disease on caregiver productivity loss, out-of-pocket expenses, and HRQoL. XLMTM comes with financial constraints and substantial impacts on caregivers’ physical and mental health. Understanding these gaps is crucial to support the caregivers who provide care for this medically fragile population.

PMID:40355957 | DOI:10.1186/s13023-025-03583-w

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Nevin Manimala Statistics

Prognostic value of cancer-related fatigue at the end of radiotherapy for overall survival ≥ 10 years in women with breast cancer

Breast Cancer Res. 2025 May 12;27(1):76. doi: 10.1186/s13058-025-02036-3.

ABSTRACT

BACKGROUND: Cancer-related fatigue (CRF) is a common symptom in breast cancer patients and survivors, which can substantially impair quality of life. Previous studies suggested that CRF may be associated with poorer survival outcomes, but had limited follow-up duration or insufficient adjustment for established prognostic factors. The aim of this analysis was to assess the prognostic value of CRF at the end of radiotherapy for overall survival in a cohort of women with breast cancer with a median follow-up time of 19 years.

METHODS: Data from the prospective ISE study, which enrolled women with non-metastatic breast cancer between 1998 and 2001, were analysed. Patients did not receive chemotherapy. A vital status follow-up was conducted in 2019. CRF was collected at the end of radiotherapy using the EORTC QLQ-C30 and classified using the threshold of clinical importance. Cox regression models adjusted for CRF, age, body mass index (BMI), tumour size, nodal involvement, grading and receptor status were calculated.

RESULTS: Of 437 patients with fatigue assessments, 164 (38%) reported CRF. During 10 years of follow-up, 25 patients without and 27 patients with CRF died. Tumour size, nodal involvement and age were statistically significantly associated with 10-year overall survival. For CRF, a statistically significant effect was observed for ≥ 5 years of follow-up (HR: 2.44), but not within the first 5 years of follow-up (HR: 1.26).

CONCLUSIONS: CRF assessments at the end of radiotherapy showed prognostic value for long-term survival beyond established factors and could potentially be used to identify patients that require monitoring in risk-adapted aftercare programmes in order to improve survival.

PMID:40355939 | DOI:10.1186/s13058-025-02036-3

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Nevin Manimala Statistics

Fully volumetric body composition analysis for prognostic overall survival stratification in melanoma patients

J Transl Med. 2025 May 12;23(1):532. doi: 10.1186/s12967-025-06507-1.

ABSTRACT

BACKGROUND: Accurate assessment of expected survival in melanoma patients is crucial for treatment decisions. This study explores deep learning-based body composition analysis to predict overall survival (OS) using baseline Computed Tomography (CT) scans and identify fully volumetric, prognostic body composition features.

METHODS: A deep learning network segmented baseline abdomen and thorax CTs from a cohort of 495 patients. The Sarcopenia Index (SI), Myosteatosis Fat Index (MFI), and Visceral Fat Index (VFI) were derived and statistically assessed for prognosticating OS. External validation was performed with 428 patients.

RESULTS: SI was significantly associated with OS on both CT regions: abdomen (P ≤ 0.0001, HR: 0.36) and thorax (P ≤ 0.0001, HR: 0.27), with lower SI associated with prolonged survival. MFI was also associated with OS on abdomen (P ≤ 0.0001, HR: 1.16) and thorax CTs (P ≤ 0.0001, HR: 1.08), where higher MFI was linked to worse outcomes. Lastly, VFI was associated with OS on abdomen CTs (P ≤ 0.001, HR: 1.90), with higher VFI linked to poor outcomes. External validation replicated these results.

CONCLUSIONS: SI, MFI, and VFI showed substantial potential as prognostic factors for OS in malignant melanoma patients. This approach leveraged existing CT scans without additional procedural or financial burdens, highlighting the seamless integration of DL-based body composition analysis into standard oncologic staging routines.

PMID:40355935 | DOI:10.1186/s12967-025-06507-1

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Nevin Manimala Statistics

Circulating mediators linking cardiometabolic diseases to HFpEF: a mediation Mendelian randomization analysis

Cardiovasc Diabetol. 2025 May 12;24(1):201. doi: 10.1186/s12933-025-02738-0.

ABSTRACT

BACKGROUND: Heart failure with preserved ejection fraction (HFpEF) is an increasingly prevalent clinical syndrome with high morbidity and mortality. Although HFpEF frequently coexists with cardiometabolic diseases, the causal mechanisms and potential mediators remain poorly understood.

OBJECTIVES: This study aimed to identify cardiometabolic risk factors specifically driving HFpEF and to determine their underlying circulating mediators.

METHODS: We used two-sample Mendelian Randomization (MR) to analyze the effects of obesity, Type 2 diabetes, hypertension, chronic kidney disease (CKD), and dyslipidemia on HFpEF and heart failure with reduced ejection fraction (HFrEF) in large European-ancestry GWAS datasets. We then performed mediation MR to identify plasma proteins and metabolites that mediate the transition from each cardiometabolic disease to HFpEF, respectively. We applied multivariable MR to assess the impact of risk confounding on the results. Bioinformatic analyses were conducted to delineate mechanisms.

RESULTS: Cardiometabolic diseases had heterogeneous effects on HFpEF and HFrEF. Obesity and type 2 diabetes showed adjusted causal effects with HFpEF, hypertension showed potential relevance to HFpEF, whereas dyslipidemia and CKD did not. MR analysis identified 5 proteins that mediate obesity to HFpEF; 5 proteins that mediate type 2 diabetes to HFpEF. Further mediation MR analysis of obesity and T2D on HFrEF revealed heterogeneity in circulating mediators between metabolic HFpEF and HFrEF. Comprehensive bioinformatics analyses showed that IL1R1, together with other proteins such as TP53 and FGF19, orchestrates the inflammatory and fibrotic processes underlying HFpEF.

CONCLUSIONS: These findings suggest that metabolic HFpEF has distinct etiological features compared with HFrEF and is driven by complex, condition-specific mediators. IL1R1 mediates HFpEF in multiple metabolic risk states, suggesting a potential therapeutic target. Further translational studies are warranted to evaluate anti-inflammatory strategies targeting IL1R1 in HFpEF.

PMID:40355922 | DOI:10.1186/s12933-025-02738-0

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Nevin Manimala Statistics

Preparation and evaluation of a multimedia oral health education software for teenagers

BMC Oral Health. 2025 May 12;25(1):712. doi: 10.1186/s12903-025-06083-2.

ABSTRACT

BACKGROUND: Maintaining good oral and dental hygiene is one of the most crucial components of a healthy lifestyle. Health education is implemented through various techniques, such as lectures, movie screenings, printed materials, etc. This study aimed to develop a multimedia teaching instrument for oral and dental health education and assess its effectiveness in raising teenagers’ knowledge and satisfaction.

METHODS: the research’s sample size included 70 teenagers, who were chosen randomly. The users were given access to the program before and after using the software, and its efficacy was assessed from their perspective using questionnaires. The data analysis was performed using descriptive statistics indices and analytical tests, SPSS version 26. A significance level of 0.05 was considered.

RESULTS: The average age and educational grade of software users were 14.49 years and 8.49 years, respectively. Before using the software, 67.76 ± 19.8% of the questions were answered correctly, while after using the software, 86.85 ± 10.21% of the questions had an accurate response. Before and after utilizing the program, there was an increase of 22.9 ± 17.8% in the mean correct response.

CONCLUSION: Useful training in the mentioned software, along with multimedia content and easy access of teenagers to the training, will facilitate and increase the speed of health education and reduce the time and cost of subsequent oral and dental health disorders.

PMID:40355920 | DOI:10.1186/s12903-025-06083-2

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Nevin Manimala Statistics

Interdependence of health between patients with colorectal cancer and family caregivers: a cross-sectional study

BMC Nurs. 2025 May 12;24(1):515. doi: 10.1186/s12912-025-03062-4.

ABSTRACT

BACKGROUND: Despite numerous shared health challenges during treatment and recovery, the interdependence of health between patients with colorectal cancer and their family caregivers remains underexplored. This study applied the actor-partner interdependence model (APIM) to examine this dyadic relationship.

METHODS: This descriptive correlational survey involved patients with colorectal cancer who visited the outpatient department for postoperative follow-up, along with their family caregivers. From 343 consenting participants, responses from 100 matched patient-caregiver pairs were analyzed. Data collection occurred at J Hospital from August 2023 to May 2024. Key variables included the psychological health and quality of life (QoL) of both patients and caregivers, patient self-care, and caregiver contribution to self-care. Statistical analysis was performed using Stata 16.1, with structural equation modeling.

RESULTS: The mean age of patients was 65.57 years; 51% were male, 66% had colon cancer, and 34% rectal cancer. The caregivers’ mean age was 56.11 years; 55% were female, and 66% were spouses. The analysis of actor effects showed that the psychological health and QoL of both patients and caregivers independently influenced their respective outcomes. The analysis of partner effects revealed mutual influences between the psychological health of patients and caregivers; moreover, the psychological health of caregivers impacted patients’ self-care. While there was a correlation between the QoL of patients and caregivers, it was not statistically significant in the structural equation modeling.

CONCLUSIONS: This study underscores the profound interdependence of health between patients with colorectal cancer and their caregivers, revealing significant mutual impacts on psychological health and, to a lesser extent, self-care. These insights suggest the need for targeted interventions to improve both patient recovery and caregiver support, even where some correlations lack statistical significance.

TRIAL REGISTRATION: Prospectively registered with the Clinical Research Information Service (CRIS) under the Clinical Trial Number KCT0008743 (Registration Date: 2023.08.25).

PMID:40355918 | DOI:10.1186/s12912-025-03062-4

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Nevin Manimala Statistics

Palliative care competencies: a bioethical analysis of medical students’ education

BMC Med Educ. 2025 May 12;25(1):694. doi: 10.1186/s12909-025-07265-w.

ABSTRACT

BACKGROUND: With technological advancements, health education has predominantly focused on technical aspects, neglecting human values. Palliative care (PC), seeking holistic care, becomes crucial in this context, and for its development, the World Health Organization has defined its education and teaching as one of the essential pillars. PC emphasizes patient dignity, autonomy, and holistic well-being, reflecting Thomasma and Pellegrino’s beneficence-in-trust model, fostering trust and ethical care.The aim of this research was to analyze, through the bioethics perspective, the acquisition of PC competencies among medical students.

METHODS: This cross-sectional, quantitative study assessed 360 medical students from a public university in Paraná, using the Pallicomp tool questionnaire to evaluate PC competencies. Data were analyzed using statistical methods, comparing scores across academic cycles and prior PC coursework. Findings were interpreted through bioethical principles and Pellegrino and Thomasma’s beneficence-in-trust model.

RESULTS: Basic cycle students presented a higher overall score than those in the internship, with statistical difference, and the individual analysis of competencies did not reveal an increase throughout the course. When considering the overall score between students who took PC courses and those who did not, there was no statistically significant difference. Deficiencies were observed in key areas involving bioethical principles, including symptom management, compassionate communication, spirituality, and interdisciplinary teamwork.

CONCLUSIONS: This study revealed gaps in PC education among medical students, with scores below 70% across academic cycles and a decline from basic to internship levels. The findings highlight deficiencies in holistic, patient-centered competencies, including psychological and spiritual care, interdisciplinary teamwork, and communication. Addressing these gaps requires integrating bioethical principles and practical training throughout medical education to foster ethical, humanized, and comprehensive care, aligning with the beneficence-in-trust model.

CLINICAL TRIAL NUMBER: Not applicable.

PMID:40355916 | DOI:10.1186/s12909-025-07265-w

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Nevin Manimala Statistics

Entrustable professional activities for pediatric and subspecialties residency training in China

BMC Med Educ. 2025 May 12;25(1):697. doi: 10.1186/s12909-025-07231-6.

ABSTRACT

BACKGROUND AND OBJECTIVES: Outcome-based medical education is the latest focus in the past decade, and Entrustable Professional Activities(EPAs) have emerged as efficient vehicles to assess physicians. However, few studies have discussed the use of EPAs for residency training in pediatric medicine and its subspecialties. We conducted a pilot study to examine the feasibility of EPAs as a component of the clinical program of assessment in pediatric standardized residency training.

METHODS: We conducted a cross-sectional study for standardized residency training in different subspecialties within pediatric medicine at Qilu Hospital of Shandong University. Totally 65 residents and 35 directors joined in this study. An electronic EPA survey using 8 scales composed of 15 categories was distributed among residents and directors. Kruskal-Wallis test and Mann-Whitney U test were applied for comparing the self-assessments and director-assessments. Generalized estimated equation (GEE) was used to analyze the effect of postgraduate year(PGY), gender, and position on the EPA scores of director assessments.

RESULTS: A total of 401 director-assessment and 65 residents’ self-assessment ( response rate 100%) questionnaires were collected, both demonstrating rising trends in scores across PGYs. Significant differences were found between PGY1 and PGY2 (p < 0.01) and between PGY1 and PGY3 (p < 0.01), but not between PGY2 and PGY3 (p > 0.01). With an effect analysis of PGY, gender, and position on EPA scores performed, PGY had a significant effect on 13 out of 15 EPA scores, while gender affected only four EPA scores significantly, and position affected only three EPA categories. Meanwhile, some EPA categories revealed significant differences across various pediatric subspecialties (p < 0.01).

CONCLUSIONS: The study findings suggest that EPA assessments is feasible among different PGYs in standardized Chinese residency training in pediatric medicine and its subspecialties. Postgraduate year had a significant impact on EPA scores, while gender and resident position also affected EPA scores to a certain extent. Improved stratified teaching programs are required for better subspecialty consistency.

PMID:40355914 | DOI:10.1186/s12909-025-07231-6

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Nevin Manimala Statistics

A national cross-sectional study on the knowledge and attitude of nurses towards prevention of pressure injury and their relationship with its prevalence

BMC Nurs. 2025 May 12;24(1):516. doi: 10.1186/s12912-025-02947-8.

ABSTRACT

BACKGROUND: Pressure injuries can greatly affect a patient’s health, safety, and quality of life. The knowledge and attitudes of nurses towards preventing pressure injuries are vital for providing safe, high-quality healthcare. Nursing in Kuwait suffers from a research gap on this topic.

METHODS: This was a cross-sectional study conducted in the public general hospitals of Kuwait to assess nurses’ knowledge and attitudes and to measure the point prevalence of pressure injuries and prevention measures. An online form, a Modified Pieper’s Pressure Ulcer Knowledge Test and the Moore and Price scale were used to gather data, covering variables related to hospitals, nurses, patients, pressure injuries, and prevention practices. We processed and analysed data using Microsoft Excel and SPSS 23.

RESULTS: The median score of nurses’ knowledge on preventing pressure injuries was 73.2% (IQR: 68.3-78.0), and only 31.7% of the knowledge test items were answered correctly by 90% of participants or more. The median attitude score was 41.0 (IQR: 37.0-44.0). There were statistically significant strong positive correlations between nurses’ age, years of work experience, attitude score, and the percentage of trained staff complying with measures against pressure injury. Attitude score had a statistically significant and strongly negative correlation with the rate of hospital-acquired pressure injury. The predictors of knowledge score were age, sex, and years since the most recent training was undertaken. Knowledge and a nurse’s highest level of education were predictors of attitude scores.

CONCLUSIONS: This study offers inestimable insights into the field. The study’s results reveal that nurses’ knowledge is unsatisfactory to borderline satisfactory, whereas attitudes are positive. Despite this, the positive attitude is neither reflected in staff compliance with practices aimed at preventing pressure injury nor the rate of hospital-acquired pressure injury. We recommend implementing effective training programmes to bridge these gaps.

CLINICAL TRIAL NUMBER: Not applicable.

PMID:40355899 | DOI:10.1186/s12912-025-02947-8