Artificial intelligence integration into healthcare has gained significant attention in recent years, with its use ranging from disease diagnosis to surgical assistance. While artificial intelligence's potential to improve patient outcomes and optimise patient care is undeniable, concerns regarding privacy, transparency, and the potential for medical errors persist. To take full advantage of artificial intelligence's transformative abilities, understanding patient perceptions and attitudes towards its integration into medicine is crucial for ethical considerations and health outcomes.
This study aimed to describe patients' perceptions of medical artificial intelligence and its integration into the healthcare system, drawing attention to a crucial yet understudied aspect of artificial intelligence adoption in Kazakhstan.
Descriptive qualitative design.
From February to March 2024, the researchers conducted semi-structured interviews amongst 13 patients. The interviews were audio-recorded, transcribed, translated, and then analysed using a thematic analysis approach. The study adhered to the COREQ guidelines.
Five themes emerged from 13 interviews: the benefits of artificial intelligence on patient care, the importance of human factors on patient care over artificial intelligence, revolutionising patient care delivery through artificial intelligence, patient education and artificial intelligence, and balancing technology and human interaction in artificial intelligence-driven intervention.
Patient perceptions of artificial intelligence integration into healthcare were primarily positive. Nevertheless, patients prefer artificial intelligence as a supplementary tool under human supervision due to risks such as possible medical errors and violations of patient privacy.
Patients provided the data for this study. The researchers interviewed them about their perceptions of medical artificial intelligence and its integration into the healthcare system. The patients or the public contributed nothing to the other aspects of the study.
Ebetsu Active Future Study (EAFS) conducts comprehensive annual surveys of individuals who are independent in activities of daily living (ADLs) to track age-related physical and mental changes. These surveys include a variety of assessments such as cognitive function tests, physical function tests, blood tests, self-administered questionnaires about lifestyle and health, and interviews regarding medical and family history. In addition, serum, plasma and DNA samples from these assessments are stored at –80°C to facilitate future analyses and accommodate the potential addition of new measurement items. The purposes of this study are: (1) to identify potential blood-based biomarkers applicable to the detection of various types of mild cognitive impairment (MCI), (2) to explore diet-based strategies for preventing MCI and the progression of dementia, (3) to examine the relationship between urban characteristics, individual attributes and healthy life expectancy in Ebetsu City and (4) to return the research findings to the city.
From August to October 2023, EAFS invited Ebetsu residents to participate in the study. As a result, 1340 individuals applied and 1189 residents aged between 55 and 75 years who were independent in ADLs participated in the baseline survey for the first year.
EAFS initiated a follow-up of 1189 participants (38.9% male; 64.5±5.6 years) in the baseline year of 2023 and maintained a high follow-up rate of 98.5% by wave 3 (2025). The Montreal Cognitive Assessment-Japanese demonstrated that 53.6% of the participants had operational MCI. The proportion of participants with operational MCI increased with ageing. Regarding the APOE4 gene, which is associated with an increased risk of Alzheimer’s disease, 1.2% of the total population were homozygous carriers and 22.1% were heterozygous carriers.
EAFS will conduct annual follow-up surveys until 2032. In addition to analysing data for each objective, we also plan to perform further analysis of the stored specimens.
The Philippines faces physician shortages, exacerbated by their propensity to practise in urban centres. Despite government placement programmes, recruitment and retention of physicians in many areas throughout the country remain difficult. This study aims to: (1) describe the distribution of general physicians and board-certified specialist physicians and (2) identify the individual, work environment, local environment, national environment and international environment factors that may influence physicians to establish their practice in areas with below-optimal physician-to-population ratios in the Philippines.
To describe the distribution of general physicians and board-certified specialist physicians, we will map Philippine Health Insurance Corporation (PhilHealth)-accredited physicians at the regional and at the provincial level, superimposing medical schools and corresponding training institutions. To identify the individual, work environment, local environment, national environment and international environment factors that may influence physicians to establish their practice in areas of the Philippines with below optimal physician-to-population ratios, we will conduct three rounds of data collection: (1) an online survey of current Philippine Department of Health (DOH)-deployed physicians; (2) online or face-to-face focus group discussions and key informant interviews with a subset of DOH-deployed physicians, senior general and specialist physicians practising in Metro Manila and outside and DOH personnel involved in the implementation of these physician placement programmes at the national, regional and local level; and (3) a stated preference experiment administered to resident physicians of the specialties under study to determine which government interventions can encourage them to establish their practice in areas with lower than optimal physician-to-population ratios in the Philippines.
We have obtained ethics clearance from the Ateneo de Manila University School of Medicine and Public Health Research Ethics Committee. We will disseminate our findings in online or face-to-face dissemination sessions with the DOH, Philippine Health Insurance Corporation, Association of Philippine Medical Colleges, the Philippine Statistics Authority, the Professional Regulation Commission Board of Medicine, the Commission on Higher Education and partner specialty societies. We will also publish our results in peer-reviewed medical or public health journals.
Decisions regarding life-sustaining treatment and end-of-life care are among the most ethically complex and emotionally challenging decisions encountered in emergency departments and intensive care units. Such decisions frequently involve uncertainty regarding prognosis, limited time for deliberation and situations in which patients may lack decision-making capacity, requiring family members or surrogate decision-makers to participate in the decision-making process. Shared decision-making (SDM) has increasingly been recommended as an approach to align treatment decisions with patients’ values and preferences. Decision aids are evidence-based tools designed to support informed and value-congruent healthcare decisions by presenting available options, potential benefits and harms and opportunities for values clarification. Although decision aids have been extensively studied in chronic disease management and preference-sensitive healthcare decisions, their use in life-sustaining treatment and end-of-life care in emergency and intensive care settings remains fragmented and has not yet been comprehensively mapped. This scoping review aims to identify and map the existing literature on decision aids and related interventions that support SDM for life-sustaining treatment and end-of-life care in emergency and intensive care settings.
This scoping review will be conducted in accordance with the Joanna Briggs Institute (JBI) methodology for scoping reviews and reported following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR). Electronic searches will be performed in PubMed, Web of Science, the Cochrane Central Register of Controlled Trials (CENTRAL), CINAHL and Ichushi-Web. Studies published in English or Japanese from January 2000 onwards will be eligible. Quantitative, qualitative, mixed-methods and descriptive studies addressing decision aids or related interventions designed to support SDM regarding life-sustaining treatment and end-of-life care among adult patients, family members, surrogate decision-makers or healthcare professionals in emergency and intensive care settings will be included. Two reviewers will independently screen studies, assess eligibility and chart data. Findings will be synthesised descriptively and presented in narrative and tabular formats.
Ethics approval is not required because this review will analyse data from publicly available literature and will not involve human participants. Findings will be disseminated through publication in a peer-reviewed journal and presentation at relevant scientific conferences.
by Sándor Hornok, Róbert Berkecz, Andor Pitó, Paula Baro, Kathrin M. Röper, József Lanszki, Alexandra Biácsi, Károly Erdélyi, Endre Sós, Viktor Molnár, Endre Papp, Sándor Boldogh, Solt Szabolcs, Gergő Keve, Attila Hunyadi
Arthropod molting hormones, the so-called ecdysteroids were experimentally shown to have anabolic effects in higher vertebrates, promoting energy supply, protein synthesis, and tissue growth. Insectivorous songbirds (Aves: Passeriformes) and bats (Mammalia: Chiroptera) were demonstrated to have naturally acquired ecdysteroids in their blood. However, it is not known if partly insectivorous or artificially insect-fed vertebrates would also have ecdysteroids in their circulation. The aim of this screening study was to clarify this, by collecting blood samples of mammals, birds and reptiles that are wild-living or receive insect diet at zoological gardens, followed by ultra-high performance liquid chromatography and high-resolution quadrupole-orbitrap mass spectrometry analyses. The zoo animal samples originated from one reptilian species (n = 3), as well as one species of insectivorous mammals (n = 8), three species of carnivores (n = 17) and one species of primates (n = 2). Three further species of road-killed mammalian carnivores were sampled postmortem (n = 15). Finally, blood samples were also drawn and analyzed from six species of water-associated (n = 44) and three species of predatory birds (n = 47). Ecdysteroids were detected in two out of 136 samples: from a Common Kestrel (Falco tinnunculus) that contained 58.9 nM 20-hydroxyecdysone (20E), and from a beech marten (Martes foina) that contained 40.9 nM dacryhainansterone (a phytoecdysteroid). Although these concentrations do not mean evidence for sustained biological or anabolic effects, 20E was reported to transactivate estrogen receptors β and α with EC50 values of 13.0 and 25.7 nM, respectively. Accordingly, our results show for the first time that ecdysteroids may be present in pharmacologically relevant concentrations in the blood of predominantly carnivorous species of birds and mammals. However, unlike in songbirds and bats which continuously feed on insects, detectable levels of ecdysteroids appear only rarely in the blood of opportunistic insectivores, therefore their health benefits remain questionable in artificially and occasionally insect-fed zoo animals.To gain consensus and prioritise barriers to effective pressure injury prevention for at-risk patients and to collaboratively generate, discuss and recommend intervention strategies that could address these prioritised barriers in the acute medical-surgical hospital context.
Nominal Group Technique.
Participants involved in pressure injury prevention across acute medical-surgical services in a tertiary hospital in Australia were purposively sampled. Pre-reading materials informed the discussion on barriers to prevention. Participants ranked 11 barriers that were collaboratively developed and identified practical context-specific solutions. Data were analysed using inductive content analysis.
Nine multidisciplinary participants prioritised three final barriers to effective pressure injury prevention: inadequate skin assessment and monitoring, competing priorities and workflow pressures and insufficient education and inconsistent knowledge. Proposed solutions focused on developing concise, accessible decision support tools such as quick reference flowcharts to enhance confidence, consistency and timeliness of appropriate pressure injury prevention practices.
The Nominal Group Technique enabled consensus-building, guided the development of actionable priorities and informed targeted intervention strategies to address key barriers in acute care nursing practice.
Findings from this study offer nurse leaders and researchers practical insights to co-create an intervention that drives evidence-based pressure injury prevention practice change in acute medical-surgical settings. Adoption of these targeted approaches may enhance hospital patient safety through pressure injury prevention implementation.
Reporting guideline for PRIority Setting on health research (REPRISE).
No patient or public contribution.
Older adults are at an increased risk of influenza-related hospitalisation and mortality due to a combination of risk factors. Severe influenza and excess mortality in this population remain major public health concerns, underscoring the need for novel treatment strategies.
This multicentre, investigator-initiated, randomised, double-blind clinical trial evaluated the efficacy and safety of the investigational drug favipiravir injection (T-705IV) in combination with oseltamivir phosphate, compared with oseltamivir monotherapy in hospitalised patients with influenza aged ≥65 years. Both T-705IV and oseltamivir phosphate will be administered for 5 days. The primary endpoint is time from randomisation to recovery within 15 days. Recovery is defined as either actual hospital discharge or sustained clinical status permitting discharge for 3 consecutive days. Clinical status will be assessed using a 7-point ordinal scale based on hospitalisation status and oxygen requirement. The primary analysis employs a Bayesian Cox proportional hazards model with a non-informative prior to estimate the posterior probability that the HR exceeds 1.0. The secondary endpoints include the distribution of 7-point scale scores over a 29-day period; rates of clinical worsening at days 15 and 29; duration of fever; all-cause mortality; intensive care unit admission within 29 days; pneumonia complication rate at 15 days; and changes in viral titre and viral RNA load on days 1, 2, 3 and 7. Safety will be assessed through the collection of adverse events (AEs) up to day 29. Pharmacokinetic evaluation will include measurement of plasma favipiravir concentrations on day 3. The planned sample size is 80 patients (40 per group).
Written informed consent will be obtained from all participants. This study was approved by the Center Hospital of the National Center for Global Health and Medicine Institutional Review Board (approval number: NCGM-I-022-24a) and registered in the Japan Registry of Clinical Trials. Study findings will be disseminated through peer-reviewed publications and/or presentations at academic conferences.
jRCT2031240586,
To quantify the clinical burden and healthcare resource use (HCRU) associated with difficult-to-treat (D2T) rheumatoid arthritis (RA) compared with non-D2T RA and evaluate clinical characteristics and factors associated with D2T RA as well as treatment patterns in Japan.
Longitudinal, retrospective observational study using electronic medical record data from 1992 to 2024 and a physician survey administered between November 2022 and November 2025.
A single academic medical centre real-world clinical practice setting in Japan.
A total of 1581 patients with RA were included.
The primary outcome measures were the comparisons of clinical burden and HCRU in the D2T RA group compared with the non-D2T RA group. D2T RA status was defined according to the European Alliance of Associations for Rheumatology definition. Clinical burden included disease activity, physical function, patient-reported outcomes, serological markers and renal function. HCRU included outpatient visits and hospitalisations evaluated over 12-month, 24-month and 36 month windows pre-index using overlap weighting and regression models. Factors associated with D2T RA status were evaluated using logistic regression. Treatment patterns were reconstructed longitudinally as lines of therapy across biologic and targeted synthetic disease-modifying antirheumatic drugs.
Among 1581 patients with RA, 102 (6.5%) met the D2T criteria. Treatment trajectories showed earlier escalation and frequent switching across biologic and targeted synthetic disease-modifying antirheumatic drugs in the D2T RA group. The D2T RA group had modestly elevated outpatient visit rates (rate ratio 1.08–1.09) and were more likely to be hospitalised (OR 4.35–6.12) than the non-D2T RA group. Factors associated with D2T RA included RA onset at age
In this real-world Japanese cohort, D2T RA was associated with higher disease burden and HCRU, particularly hospital-based care. Earlier identification and targeted management of D2T RA may help reduce the overall clinical and healthcare burden in RA.
To assess the impact of non-communicable diseases (NCDs) by number and pattern on productivity loss costs (PLCs) and health-related quality of life (HRQoL) in a large working-age population in Japan.
Cross-sectional analysis of linked claims—survey data with sex-stratified multivariable regression.
Employment-Based Health Insurance Associations in Japan. Administrative claims using International Classification of Diseases, Tenth Revision codes were linked to an online questionnaire (November 2022).
Insured workers and families aged 18–65 years who completed the survey (n=18 236; mean age 48.7 years; 66.2% men).
Primary: PLC, estimated from the Work Productivity and Activity Impairment instrument using the Human Capital Method (annual US$).
HRQoL measured using the EuroQoL 5-Dimension 5-Level index. Exposures were NCD categories, multimorbidity counts and high-impact disease combinations. Models adjusted for sex, age and the number of other conditions.
Multimorbidity (≥2 conditions) was present in 58.4% (56.3% men; 62.5% women); 29.3% had ≥5 conditions. Women had higher NCD prevalence (76.9% vs 70.0%), higher median PLC (US$3683 vs US$117) and lower median HRQoL (0.89 vs 1.00) than men. In adjusted analyses, neuropsychiatric conditions were associated with higher PLC in both sexes (men: US$2393 (95% CI 1966 to 2820); women: US$2097 (US$1442 to US$2751)). Musculoskeletal disorders were statistically significant in men but not in women (US$809 (US$381 to US$1236)), whereas genitourinary disorders were statistically significant in women but not in men (US$701 (US$121 to US$1282)). Neuropsychiatric disorders were associated with lower HRQoL in both sexes (men: –0.040 (–0.045 to –0.034); women: –0.044 (–0.053 to –0.035)); musculoskeletal disorders showed similar decrements (men: –0.031 (–0.037 to –0.025); women: –0.040 (–0.049 to –0.031)). Combinations involving sleep and neuropsychiatric disorders produced the highest PLC (eg, depressive episode and sleep disorder: men: US$5219.9 (US$3646.4 to US$6793.4); women: US$5858.5 (US$2634.4 to US$9082.5)). Each additional condition was independently associated with higher PLC and lower HRQoL.
In this cross-sectional study of Japanese workers, specific combinations of chronic conditions, particularly neuropsychiatric conditions co-occurring with sleep disorders and musculoskeletal disorders, were associated with greater productivity loss and lower HRQoL than predicted by the number of co-occurring diseases alone. These findings suggest that workplace health strategies addressing high-impact disease combinations may warrant further investigation in longitudinal studies.
Japan’s dementia policies have mandated establishing at least one medical centre for dementia (MCD) in each secondary healthcare area (SHA) and ensure equitable access to specialised dementia care services across regions. This study aimed to identify the geographical and climatic characteristics of MCDs and examine geographical accessibility to MCDs, and to clarify the geographical characteristics of SHAs in which MCDs have not been established, despite the policy that an MCD should be established in each SHA.
A geocomputational analysis using publicly available geographical datasets
We conducted a geocomputational overlay analysis of the spatial distribution of the three types of MCDs across areas with heavy snowfall, mountainous areas, agricultural areas, peninsulas and remote islands. We then reviewed prefectural development policies and municipal dementia care pathway documents in SHAs without MCDs. Finally, catchment analysis was performed to estimate geographical accessibility to the nearest MCD in areas where SHAs without an MCD were concentrated. We used the datasets of municipalities, secondary healthcare areas, heavy snowfall, mountainous areas, agricultural areas, peninsulas and remote islands, provided by the Ministry of Land, Infrastructure, Transport and Tourism and the dataset of MCDs provided by the Ministry of Health, Labour and Welfare.
Overall, 509 MCDs were identified nationwide: 109 (19.8%) in areas of heavy or extremely heavy snowfall, 12 (2.4%) in mountainous areas, 72 (14.1%) in agricultural areas, 29 (5.7%) on peninsulas and 11 (2.2%) on remote islands. Of the 344 SHAs, 18 (5.2%) did not have an MCD, encompassing 105 municipalities. The MCDs comprise three categories: 21 core, 388 regional and 100 affiliated centres. While only one core centre (4.8%) was located in an agricultural area, 46 regional centres (11.9%) and 25 affiliated centres (25.0%) were located in agricultural areas. dementia care pathways analysis revealed that these municipalities either did not designate any MCDs (41%), designated MCDs in adjacent municipalities (21%) or listed all MCDs within the prefecture (36%). Municipalities that did not designate an MCD in their dementia care pathways were primarily located in geographically or climatically disadvantaged areas, including heavy-snowfall regions and peninsulas. Catchment area analysis using 30 km driving isochrone from the nearest MCD revealed that mountainous terrain, heavy snowfall and the presence of a large lake limited catchment coverage in municipalities that did not designate an MCD in their dementia care pathways.
While the nationwide expansion of MCDs has largely achieved regional coverage, gaps remain in geographically disadvantaged areas where SHAs lack an MCD. Future dementia care planning should consider geographical accessibility in addition to administrative coverage to ensure equitable access to specialised dementia services.
Sanitation workers experience elevated occupational health risks due to hazardous exposures and social marginalisation. This study assessed access to safe sanitation services and examined Health Belief Model-based factors associated with personal protective equipment (PPE) use among sanitation workers in Ethiopia.
A concurrent mixed-methods cross-sectional study was conducted from November 2021 to June 2022. Quantitative data were collected through face-to-face interviews using a structured interviewer-administered questionnaire via multistage simple random sampling. Concurrently, qualitative data were collected through key informant interviews and focus group discussions guided by semistructured interview guides. The quantitative data were analysed using Stata V.14, and associations between variables were examined using multivariable logistic regression. The results were presented as adjusted ORs with 95% CIs, and statistical significance was set at p
The study was conducted in Addis Ababa, Ethiopia.
The quantitative survey included 821 sanitation workers, while the qualitative component comprised 12 key informants and 65 focus group participants.
The primary outcomes were access to safe sanitation services and PPE use.
Overall, 38.2% (95% CI 34.9% to 41.6%) of sanitation workers had adequate access to safe sanitation services and 54.3% (95% CI 50.8% to 57.8%) reported PPE use. PPE use was positively associated with larger household size, workplace PPE availability, supervision, higher cues to action and greater self-efficacy, whereas perceived barriers were associated with lower odds of PPE use. Qualitative findings complemented these results by showing that inconsistent PPE provision, inadequate occupational health training, weak enforcement of safety regulations, precarious employment conditions and persistent social stigma contributed to poor occupational safety practices.
Sanitation workers in Addis Ababa have limited access to safe sanitation services and suboptimal PPE use. Improving organisational support, consistent PPE provision, effective supervision and occupational health training may enhance PPE use and strengthen the health, safety and resilience of this essential workforce.
This narrative review synthesizes published evidence on the applications, benefits, limitations and governance considerations of ChatGPT and large language models (LLMs) in nursing, across three domains: education, clinical practice and workflow management.
The article was conducted as a narrative review.
A structured literature search was conducted in Medline (via PubMed), Scopus and arXiv, covering publications from January 2019 to March 2026. Peer-reviewed original studies, systematic reviews, scoping reviews, narrative reviews and expert commentaries addressing LLM applications in nursing education, clinical practice or workflow were eligible for inclusion. Studies limited exclusively to non-nursing medical specialties without transferable nursing implications were excluded. Findings were narratively synthesized across five thematic domains by authors with subject-matter expertise in each area.
In nursing education, ChatGPT demonstrates utility as an adaptive cognitive scaffold, supporting theoretical learning, simulation-based training and virtual patient encounters, though unregulated use poses risks to academic integrity and independent clinical reasoning. In clinical practice, LLMs can assist with preliminary symptom assessment and patient education material generation; however, performance deteriorates markedly in complex or data-sparse clinical scenarios and hallucination rates remain clinically significant. In workflow management, ChatGPT shows promise in reducing documentation burden and supporting administrative tasks, though data privacy obligations under frameworks such as GDPR constrain real-world deployment. Across all domains, concerns persist regarding algorithmic bias, professional accountability and the absence of clear medico-legal frameworks governing AI-related clinical errors.
ChatGPT and related LLMs are best positioned as auxiliary tools that augment rather than replace professional nursing judgement. Safe and ethical integration requires the development of AI literacy curricula, institutionally governed deployment frameworks, mandatory human-in-the-loop verification protocols and longitudinal evaluation of patient safety outcomes. Nurses must play an active role in shaping the responsible adoption of generative AI in healthcare.
1. Nurses must treat AI-generated content as a preliminary draft requiring mandatory human verification before clinical or documentation use. 2. Institutions should prioritize closed-loop, enterprise-grade AI deployments over public platforms to ensure GDPR compliance. 3. AI literacy must be embedded in undergraduate and continuing nursing education curricula. 4. Longitudinal research on patient safety outcomes following real-world LLM deployment in nursing is urgently needed.
As a narrative review, this article followed established guidance for the conduct and reporting of narrative reviews.
There was no patient or public involvement in this narrative review.
by Hirotaka Eguchi, Kiyohito Hosokawa, Ryota Kawano, Yukinori Takenaka, Hiroshi Kato, Toshihiro Kishikawa, Masami Suzuki, Motoyuki Suzuki, Takeshi Tsuda, Ryohei Oya, Hidenori Inohara
BackgroundReduced skeletal muscle mass may impair outcomes of immune checkpoint inhibitors in recurrent or metastatic head and neck squamous cell carcinoma. We evaluated whether temporal muscle thickness (TMT) on routine head computed tomography was associated with treatment response and survival.
MethodsWe retrospectively analyzed 109 patients treated with nivolumab or pembrolizumab between 2017 and 2023 (89 men [81.7%], 20 women [18.3%]; median age 69 years [range 21–88]). TMT was measured on CT images at the level where the Sylvian fissure was most clearly visualized, perpendicular to the temporalis muscle long axis, on both sides, and the mean of the bilateral values was used. Sex-specific cutoffs were defined by time-dependent receiver operating characteristic analysis for 12-month overall survival (5.53 mm for men; 3.92 mm for women). Associations with objective response and survival were assessed using logistic regression and Cox proportional hazards models.
ResultsObjective response was evaluable in 105 patients (complete response 12, partial response 30, stable disease 18, progressive disease 45), yielding a response rate of 40.0% and a disease control rate of 57.1%. High temporal muscle thickness was associated with response (univariable odds ratio 2.64, 95% confidence interval 1.18–5.90; p = 0.018) and remained significant after adjustment for chemotherapy (adjusted odds ratio 2.42, 95% confidence interval 1.05–5.58; p = 0.038). One-year progression-free survival was 36.5% in the high group versus 15.8% in the low group (absolute difference 20.7%; p = 0.010; adjusted hazard ratio 0.57, 95% confidence interval 0.36–0.90; p = 0.017). One-year overall survival was 73.1% versus 47.4% (absolute difference 25.7%; p = 0.001; adjusted hazard ratio 0.54, 95% confidence interval 0.34–0.86; p = 0.010).
ConclusionTemporal muscle thickness, obtainable from routine head computed tomography, was independently associated with response and survival in patients receiving immune checkpoint inhibitors and may serve as a practical host-related imaging marker for prognostic risk stratification.
by Chisho Takeoka, Tetsushi Yada, Toshimasa Yamazaki, Yoshiyuki Kuroiwa, Toshiaki Hirai, Kimihiro Fujino, Hidehiro Mizusawa, Masaki Takao, Yasuo Terao, Masahito Yamada
Prion disease is a general term for a disease that causes cognitive disorders due to the accumulation of abnormal prion protein in the brain. Creutzfeldt-Jakob disease (CJD) is the most common case of prion disease, and sporadic Creutzfeldt-Jakob disease (sCJD) accounts for more than 70% of CJD cases. Early and accurate diagnosis of sCJD remains challenging. The aim of this study is to classify 6 sCJD patients from 10 healthy older adults and 23 Alzheimer’s disease (AD) patients using resting-state scalp-recorded electroencephalogram (EEG)-derived indices. Power spectrum, SL values by Synchronization Likelihood (SL), and graph metrics by SL values were calculated for 5 frequency bands as EEG-derived indices. In addition, power spectrum and SL values were standardized and exponentially transformed for each subject and each frequency band. Graph metrics were calculated by these SL values. These indices were used as features for classification. Classifiers were constructed by features selected by Recursive Feature Elimination (RFE). The highest classification accuracy was 97.44% using a 12-dimensional feature. This accuracy was confirmed by indices after standardization and exponential transformation. Additional validation analyses were performed to assess the reliability of the selected classifier. Accuracy of nested LOOCV was 84.62%, supporting meaningful classification ability under a leakage-controlled validation framework. An analysis of robustness removing a group of subjects with high similarity with many others showed that the selected classifier maintained a micro-F1 score of 90.32%. Permutation test indicated that the observed performance was significantly higher than chance level, and repeated stratified 10-fold cross-validation showed relatively stable performance across different data partitions. These findings suggest that resting-state EEG-derived indices may provide useful candidate features for classification of sCJD, AD, and healthy older adults. However, further validation using larger independent cohorts is required to establish the generalizability and clinical reliability of the proposed classifier.by Kyoka Majima, Yuya Kashiwazaki, Hitomi Matsunaga, Makiko Orita, Noboru Takamura
To assess environmental radiation exposure in the Specified Living Areas for Returnees of Okuma Town, Fukushima Prefecture, external radiation doses were evaluated using ambient dose equivalent rate measurements performed at residential properties. In addition to surveys covering the entirety of the Specified Living Areas for Returnees, area-specific assessments were conducted to account for differences in the progress of decontamination and demolition among districts. The median ambient dose rate measured by car-borne surveys across all Specified Living Areas for Returnees of Okuma Town decreased significantly from 0.49 µSv/h in November 2024 to 0.34 µSv/h in September 2025 (pBlood pressure treatment response is variable in individual patients, and the choice of medical therapy is often dependent on clinician experience. Treatment choices could be personalised by patient empowerment and metabolomic profiles, and augmented by machine learning, but robust evaluation is lacking on how these can be combined to enhance clinical effectiveness. The HYPERMARKER trial will evaluate how an individualised choice of medication class can address the avoidable global health and economic burdens of hypertension.
The HYPERMARKER trial is a proof-of-concept, pragmatic, multicentre, adaptive, open-label strategy trial embedded into routine clinical practice with stratified individual patient randomisation. The trial was co-designed with a patient and public involvement team. The intervention is a digital portal that supports shared decision-making on hypertension therapy class using clinical features plus metabolomic profiles determined with liquid chromatography-mass spectrometry.
Eligible patients are aged≥18 years with a systolic blood pressure≥140 mm Hg and a clinical indication for antihypertensive therapy. 400 participants will be randomised to the usual standard of care for treatment selection or to the intervention group. Remote follow-up will occur through a patient smartphone application and linked blood pressure monitor to assess the primary outcome of change in home systolic blood pressure during a 4-week period after medication changes. Secondary outcomes will include patient-reported adverse effects and quality of life, treatment withdrawal, healthcare utilisation and a health economic analysis. In the second phase of the trial, all participants will receive an updated version of the intervention regardless of the original randomised group.
Ethical approval will be obtained for all sites. Approval in England: North West – Greater Manchester West Research Ethics Committee (REC) (25/NW/0296). Trial results will be disseminated via peer-reviewed publications and plain-language patient summaries.
by Akihito Nakanishi, Noriko Nagase, Hirokazu Kousaki, Bakushi Ogawa, Kazuhiro Horii, Iori Niitsu Morimoto, Yuka Morita, Fumiaki Nin
Cisplatin is widely used in cancer treatment but can cause hearing loss, predominantly at high frequencies. Auditory responses to bone-conducted ultrasonic stimulation have been proposed as a potential indicator of cochlear function, but it remains unclear how such responses are affected by cochlear damage. In this study, we measured auditory brainstem response (ABR) thresholds within and beyond the conventional hearing range in a mouse model of cisplatin-induced hearing loss. Of 32 mice initially examined, 9 were excluded at baseline because of pre-existing high-frequency hearing impairment. The remaining animals received either saline or cisplatin, and post-treatment analysis in the cisplatin group was based on 16 surviving mice. Cisplatin administration increased ABR thresholds within the conventional hearing range. In contrast, threshold shifts evoked by bone-conducted ultrasonic stimulation were often smaller. Paired comparison of mean threshold shifts showed that changes evoked by bone-conducted ultrasonic stimulation were significantly smaller than those within the conventional hearing range. These findings show that ABR threshold shifts evoked by bone-conducted ultrasonic stimulation do not necessarily parallel those within the conventional hearing range in cisplatin-treated mice.Africa faces a substantial health burden characterised by a dual burden of communicable and non-communicable diseases compounded by persistent health system and infrastructure constraints. Digital health interventions offer scalable opportunities to strengthen healthcare delivery. Interactive voice response (IVR), an automated telephone-based technology, shows promise across African health settings; however, existing evidence is dispersed across isolated studies and demonstrates variability in outcomes and implementation approaches. This scoping review maps existing evidence on the use of IVR in healthcare in Africa, focusing on applications, outcomes and implementation experiences.
Eligible studies will include all designs that evaluate IVR-based health interventions in African healthcare settings, while non-voice digital interventions and non-empirical publications will be excluded. We will conduct a scoping review guided by the Arksey and O’Malley framework and the Joanna Briggs Institute and report findings using Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) guidelines. We will systematically search bibliographic databases and grey literature from 2000 to the end of 2025. Two independent reviewers will screen studies, extract data and chart evidence on IVR characteristics, implementation strategies, barriers and facilitators and outcomes. A third reviewer will resolve disagreements. We will synthesise findings descriptively and thematically, presenting results in tables, visual maps and an equity-focused analysis guided by PROGRESS-Plus.
Ethical approval is not required because this scoping review synthesises previously published, publicly available literature and does not involve human participants or primary data collection. We will share the findings through a peer-reviewed publication and conference presentations, and we will discuss the results with digital health stakeholders, clinicians and policymakers to inform future IVR work in Africa.
by Toshiko Mori, Hiroyuki Ito, Taiki Kozasa, Chizuko Yukawa, Suzuko Matsumoto, Hideyuki Inoue, Shinichi Antoku
AimsConventional biomarkers such as estimated glomerular filtration rate (eGFR) and urinary albumin-to-creatinine ratio (uACR) primarily reflect glomerular damage and often fail to detect early tubular injury. Consequently, patients with “non-albuminuric diabetic kidney disease (DKD)” may be overlooked. This study evaluated the independent association between urinary post-translationally modified fetuin-A fragments (uPTM-FetA) and DKD risk stratification in Japanese patients with type 2 diabetes.
MethodsWe conducted a cross-sectional study of 219 outpatients with type 2 diabetes between November 2023 and February 2024 at Edogawa Hospital. First-morning urine samples were analyzed for uPTM-FetA and urinary liver-type fatty acid-binding protein (uL-FABP) using enzyme-linked immunosorbent assays. DKD risk was classified into four categories based on the KDIGO guidelines. The association between uPTM-FetA and higher DKD-risk (categories 2 + 3 + 4) was assessed using multiple logistic regression and restricted cubic spline (RCS) analyses, validated by bootstrapping.
ResultsThe optimal cutoff value for uPTM-FetA was determined to be 11.76 ng/mgCr. Multivariable analysis adjusted for potential confounders revealed that high uPTM-FetA levels were significantly and independently associated with DKD-risk categories 2 + 3 + 4 (adjusted odds ratio: 3.88; 95% CI: 2.02–7.45; P Conclusions
uPTM-FetA is independently associated with DKD severity and is elevated in a substantial proportion of patients with early-stage disease where conventional markers remain normal. Unlike uL-FABP, which increases predominantly in advanced stages, uPTM-FetA appears to identify tubular stress earlier. Thus, uPTM-FetA serves as a valuable complementary biomarker to uACR for refining DKD risk stratification.