To compare the presenting demographic and clinical characteristics of rhegmatogenous retinal detachment (RRD) with other RD types, investigate risk factors of blinding RD and the outcome of surgical intervention.
Prospective, cross-sectional and multicentre.
Four ophthalmic centres in three geographic locations of Nigeria.
264 eyes from 237 patients diagnosed with RRD, tractional retinal detachment (TRD) and exudative retinal detachment (ERD) seen between April 2019 and March 2020.
264 eyes of 237 patients were diagnosed out of 35 641 patients screened. RRD was the most common RD (n=167 (70.5%), TRD 61 (25.7%) and ERD 9 (3.8%) patients). The hospital-based prevalence of all RD is 6.6 per 1000 patients (0.66%), and for RRD alone, 4.7 per 1000 patients (0.47%). The most common symptom was a sudden decline in vision, 100 patients (42.2%); floaters and flashes were uncommon, 5 (2.1%). RRD presented earliest, with a median symptom duration of 2 months, and TRD and ERD at 7.5 months each.
The 46–65-year age group had the highest representation, RRD (n=70, 41.9%), TRD (n=41, 67.3%), ERD (n=4, 44.4%). The mean age was highest in TRD (52.3±12.7 years) and lowest in RRD (44.0±17.5 years) and ERD (45.2±20.4 years). Males dominated (RRD 70.1%, TRD 62.3%, and ERD 66.7%). Ocular trauma was highest in RRD 29.3%, TRD 7.5% and ERD 10%; fellow eye RD was highest in TRD 47.5%, ERD 20%, RRD 8% and myopia was highest in RRD 27.6%.
Two-thirds of eyes were blind (Snellen best-corrected visual acuity
Shorter symptom duration is associated with better preoperative and postoperative vision. In contrast, longer durations are connected to poorer outcomes. Eyes with symptoms lasting less than a week had a 17% rate of postoperative blindness, compared with 30% in cases lasting 1–3 months, and 51% in cases exceeding 6 months.
Delays in diagnosing and treating RD result in high rates of preoperative blindness, which can be reversed with surgery even after several weeks of symptoms. Understanding the associations between RD and the risk of blinding RD in developing countries will benefit early diagnosis, treatment and improve treatment outcomes.
The management of bleeding and coagulation after total knee arthroplasty (TKA) has long been recognised as a significant challenge for orthopaedic surgeons. Despite the notable success of empirical anticoagulation in preventing venous thromboembolism (VTE) following TKA, the increased risk of postoperative bleeding has also raised extensive concern. Ecchymosis, as one of the most common manifestations indicating postoperative bleeding, holds the potential to indicate the balance of bleeding and hypercoagulation. However, there is still a lack of evidence-based medical research to determine the importance of postoperative ecchymosis and related personalised anticoagulation therapy. Therefore, we have designed a randomised controlled trial aimed at assessing the safety and efficacy of personalised delayed anticoagulation strategies in the management of postoperative bleeding in TKA patients.
This is a prospective, randomised, controlled trial. Patients diagnosed with end-stage knee osteoarthritis will be grouped based on the presence of ecchymosis after TKA. Those without ecchymosis will receive standard anticoagulation therapy, while those with ecchymosis will be randomised in a 1:1 ratio into either the standard anticoagulation group or the delayed anticoagulation group. The primary outcomes will compare the blood routine examination, coagulogram, thromboelastography and the incidence of VTE. The secondary outcomes will include surgical-related complications. Additionally, patient baseline data and surgery-related data will also be recorded and analysed.
Ethics approval has been obtained from The First Affiliated Hospital of Chongqing Medical University (2024-194-01). The results will be disseminated at international conferences and in peer-reviewed publications.
ChiCTR2400084440.
Colonoscopy is often associated with significant patient pain and anxiety. Virtual reality (VR) technology has been widely used to alleviate pain and anxiety in patients undergoing invasive surgeries. However, there is a lack of reliable evidence supporting its effectiveness in reducing pain and anxiety in patients undergoing colonoscopy. We aim to conduct a meta-analysis to investigate the effectiveness of VR in alleviating pain and anxiety in patients undergoing colonoscopy.
We will search PubMed, EMBASE, Web of Science and the Cochrane Library from inception to August 2024 for randomised controlled trials evaluating VR interventions for patients undergoing colonoscopy, without language restrictions. Two reviewers will independently screen studies, extract data and assess the risk of bias using the Cochrane Risk of Bias tool. The primary outcomes will be patient-reported pain and anxiety. A meta-analysis will be performed using RevMan V.5.4, with subgroup and meta-regression analyses to explore potential heterogeneity. The certainty of the evidence will be evaluated using the Grading of Recommendations Assessment, Development and Evaluation approach.
This systematic review does not require ethical approval, given that it will not directly utilize information from human participants—instead, the data to be used will be extracted from original studies. Additionally, this systematic review and meta-analysis has been registered with the International Prospective Register of Systematic Reviews (PROSPERO). Following the completion of the systematic review and meta-analysis, we intend to publish the study in an academic journal.
CRD42024580998.
by Jiao Zhu, Min Yang, Cuiying Zhou, Houyong Kang, Deping Wang
BackgroundTo evaluate the global, regional, and national burdens of and trends in age-related and other hearing loss (ARoHL) from 1990–2021 based on the Global Burden of Disease 2021 database.
MethodsThis study examined trends and disparities in the prevalence and years lived with disability (YLDs) of patients with ARoHL across age, sex, and the sociodemographic index (SDI). The estimated annual percentage change (EAPC) was calculated to assess temporal trends. Decomposition analysis, cross-country inequality analysis, and frontier analysis were employed to reveal additional facets of the ARoHL burden, whereas Bayesian Age-Period-Cohort (BAPC) modeling projected future trends to 2040.
ResultsARoHL remains a critical public health challenge. The global age-standardized prevalence rate (ASPR) increased significantly from 1.71 (95% UI: 1.63–1.80) ×10⁴ to 1.81 (95% UI: 1.73–1.89) ×10⁴ per 100,000 (EAPC = 0.163; 95% CI: 0.154–0.172), whereas the age-standardized YLD rate (ASYR) increased from 499.37 to 525.87 per 100,000 (EAPC = 0.171; 95% CI: 0.161–0.180). Decomposition analysis revealed that epidemiological changes contributed 37.28% to the increase in YLDs. Globally and across all five SDI regions without age distinction, the male ASPR and ASYR were consistently greater than the female ASPR and ASYR at all time points. The relationship between the SDI and ARoHL burden is complex. BAPC projections indicate stable ASPRs and ASYRs through 2040 despite increasing cases and YLDs.
ConclusionsThe global ASPR of ARoHL increased by 5.63% and that of ASYR increased by 5.31% from 1990–2021, with the number of cases and YLDs doubling. Targeted interventions and policies must address this growing public health challenge.
Infertility resulting from cancer treatment is known to be a major factor that reduces the quality of life of young cancer survivors. However, discussions and decision-making about fertility preservation before cancer treatment have been insufficient owing to barriers in the clinical field. In addition, selecting a fertility preservation option requires a complex decision-making process that considers not only medical information but also the patient’s values and preferences. Hence, an environment that more easily supports patient decision-making about fertility preservation needs to be created. Therefore, this protocol will develop and test a web-based decision aid (DA) for fertility preservation among young patients with cancer, considering patient preferences and values, evaluate acceptability and usability of the developed DA and assess its effectiveness.
This protocol outlines the development of a web-based DA for fertility preservation targeting females of reproductive age diagnosed with cancer. It includes alpha testing to evaluate the usability and acceptability of the DA, as well as beta testing to assess its effectiveness outside of clinical settings, both based on an online survey. The web-based DA for fertility preservation consists of three modules: 1) an information collection module, 2) an option suggestion module and 3) a value communication module. The information collection module collects information essential to select appropriate fertility preservation options. The option suggestion module returns all applicable fertility preservation options based on the patient’s characteristics, which are essential for determining the appropriate option, such as menarche status and desire for pregnancy. The value communication module provides information on the extent to which each fertility preservation option satisfies the patient’s values and preferences. After the development of the DA, a small group of young patients with cancer (n=10) and health providers (n=5) will be asked to use this web-based DA for fertility preservation and assess the acceptability and usability of this DA based on a survey (alpha-testing). By reflecting the feedback of acceptability and usability testing, the DA will be updated for improvement, and clinical field testing (beta-testing pilot trial) will be performed using the updated DA. Beta-testing will be conducted on young patients with cancer (aged 18–40 years) before they receive any curative cancer treatment (n=32). These patients with cancer will be randomly allocated to the DA group (intervention group) or the usual care group (control group). The DA group will use the web-based DA before treatment, and the control group will not have access to the web-based DA and will be asked to decide whether to consult a fertility preservation specialist. The primary outcome of the beta testing will be the level of decisional conflict, and the secondary outcomes will include knowledge, decision self-efficacy, decision readiness, depression severity, quality of life, counselling on fertility preservation and decision-making about fertility preservation. Outcomes, including decisional conflict, knowledge, decision self-efficacy, quality of life and depression severity, will be measured before the intervention (T0), 1 week after the intervention (T1) and 1 month after the intervention (T2). The readiness for decision-making will be assessed at T1 for the intervention group only. Counselling on fertility preservation and decision-making about fertility preservation will be assessed once after testing (T2) for both the intervention and control groups.
The study will be conducted in accordance with ethical standards and was approved by the Institutional Review Board at the National Cancer Centre, Korea (IRB No. NCC2024-0050). All study participants will provide written informed consent before participation. The results generated from this study will be presented at conferences or scientific meetings and disseminated through publication in a peer-reviewed journal.
NCT07038174 (beta-testing phase).
To investigate psychological distress trajectories in surgical lung cancer patients and their influencing factors, and explore the impact of trajectories on quality of life (QoL).
Prospective longitudinal study.
Data from 324 patients at a Chinese tertiary hospital were collected within 48 h of admission (T0), 3 days after surgery (T1), 2 weeks (T2), 3 months (T3), 6 months (T4) and 1 year after discharge (T5). Latent class growth models identified psychological distress trajectories, logistic regression analysed their influencing factors, and linear regression analysed the effects of psychological distress trajectories on QoL.
Psychological distress peaked at T1, then decreased steadily. Three trajectories emerged: low-level stable group (Class 1, 45.06%), intermediate-level decreased group (Class 2, 39.51%) and high-level stable group (Class 3, 15.43%). Compared with Class 1, Class 3 was predicted by surgical modality, lymph node metastasis, postoperative adjuvant therapy, symptom burden, anxiety and self-efficacy, while Class 2 was predicted by surgical modality, postoperative adjuvant therapy and self-efficacy. Furthermore, psychological distress trajectories negatively predicted QoL.
Surgical lung cancer patients experience an initial increase in psychological distress, followed by a gradual decline, with three distinct trajectories. Surgical modality, lymph node metastasis, and postoperative adjuvant therapy, symptom burden, anxiety and self-efficacy were the major influencing factors of psychological distress trajectories. Persistent distress adversely impacts QoL, underscoring the need for early, personalised psychological interventions to improve long-term outcomes.
by Jun Sang Yoo, Jae Hyun Choi, Jae Young Park, Jeong Yun Song, Jun Young Chang, Dong-Wha Kang, Sun U. Kwon, Hang Jin Jo, Bum Joon Kim
BackgroundLipohyalinotic degeneration (LD) and branch atheromatous disease (BAD) can contribute to subcortical infarctions in the lenticulostriate artery (LSA) territory. This study aimed to identify the association between the proximal and distal middle cerebral artery (MCA) diameter ratio and the two different pathomechanisms of LSA infarction.
MethodsPatients with acute LSA infarctions categorized as small vessel occlusive disease were included. Demographic and clinical data, along with MCA geometrical variables, were collected. LD and BAD were differentiated based on the length of the infarction diameter and number of axial slices. The proximal/distal M1 diameter ratio was calculated. MCA geometrics between LD and BAD were compared. Independent factors associated with LD were investigated. Computational fluid dynamics (CFD) analysis was used to evaluate hemodynamic parameters.
ResultsA total of 117 patients were included, of whom 64 (54.7%) and 53 (45.3%) were classified as BAD and LD, respectively. LD was associated with hypertension and favorable prognosis. MCA geometric variables revealed that LD had a higher proximal/distal M1 diameter ratio, indicating a potential distinguishing factor. Multivariate analysis confirmed the independent association between LD and the proximal/distal M1 diameter ratio. The proximal/distal M1 diameter ratio also showed a positive correlation with the number of ipsilesional lacunes. CFD analysis showed that the LD model had faster, greater blood influx into LSAs and higher wall shear stress and pressure gradient compared with the BAD model.
ConclusionsThis study suggests MCA geometry, particularly the proximal/distal M1 diameter ratio, may serve as an independent factor for identifying LD.
Cohort studies of ageing and cognitive decline typically do not begin fielding comprehensive cognitive assessments until older adulthood. However, for identifying preventable dementia risk factors, there is strong value in beginning at earlier ages. The case is especially compelling in sub-Saharan Africa, where the number of older individuals is expected to triple in the next three decades, and where risk factors may operate more intensively at earlier ages. This study reports on the adaptation and validity of the Harmonised Cognitive Assessment Protocol (HCAP) approach in the Kenya Life Panel Survey (KLPS), collected among middle-aged respondents.
To evaluate the validity of the HCAP approach in Kenya, this study assesses model fit statistics from confirmatory factor analyses (CFA) and tests measurement invariance by respondent characteristics.
Both rural and urban areas in Kenya.
A sample of n=5878 individuals from the KLPS, who have been surveyed regularly since they were schoolchildren in the 1990s. The HCAP assessment was administered in 2023 at an average age of 37 years (10–90 range 34 to 41).
For each individual, the CFA generates a general cognitive performance score, and cognitive performance scores for five distinct domains, including memory, executive functioning, language, orientation to time and place, and visuospatial functioning.
Fit of the models to the data was adequate for general cognitive performance (root mean squared error of approximation (RMSEA)=0.03; comparative fit index (CFI)=0.94; standardised root mean residual (SRMR)=0.05), language (RMSEA=0.02; CFI=0.95; SRMR=0.05) and good for memory (RMSEA=0.05; CFI=0.99; SRMR=0.02) and executive functioning (RMSEA=0.03; CFI=0.98; SRMR=0.03). The CFA indicate that the factor structure is consistent with findings from other countries and that reliability for the general cognitive performance score was high. Statistical models also suggest invariance at the scalar level for leading demographic (gender, age) and socioeconomic (education, occupational complexity) characteristics.
This study demonstrates that the cognitive functioning of mid-age Kenyans appears to be well captured by the adapted protocol. While there is a moderate decline in cognitive performance among older individuals, this relationship appears to be mediated by education, indicating that this KLPS HCAP provides a valuable baseline for studying future cognitive decline.
Several studies suggested that short-term variations in out-of-hospital cardiac arrest (OHCA) might be associated with the day of the week and holidays. However, most existing findings were based on Western countries, outdated data (the 1990s or 2000s) and analytical methods that could not control potential confounders.
Case time-series design.
The national OHCA surveillance (a population-level surveillance system operated by the Korea Disease Control and Prevention Agency) from 2015 to 2019.
A total of 89 164 cardiac-origin OHCA cases.
Not applicable.
Cardiac-origin OHCA incidents (primary) and fatality of the OHCA incidents (secondary).
We found that Mondays (relative risk (RR): 1.019 with 95% CI: 1.009 to 1.029) and Sunday (RR: 1.015 with 95% CI: 1.005 to 1.025) had the highest risk of OHCA incidence compared with other weekdays. Holidays showed a higher association with increased OHCA risks than non-holidays. Higher RRs were observed on Christmas (RR: 1.096 with 95% CI: 1.063 to 1.129) and Lunar New Year’s Day (RR: 1.082 with 95% CI: 1.060 to 1.104) compared with non-holidays. These patterns by the day of the week and holidays were heterogeneous by age, sex and urbanicity level.
This study provides epidemiological evidence of the association of the day of the week and holidays with OHCA incidents in South Korea, using national surveillance data and state-of-the-science statistical methods. Our findings could contribute to the implications for more targeted action plans and public health resource mobilisation against OHCA.
This study aims to explore the dynamics of neurological functional disability in patients with intracerebral haemorrhage (ICH) using a multistate Markov model and to investigate the factors influencing the shift in neurological functional disability.
A prospective cohort study.
Electronic medical record data for adults, from July 2019 and October 2023 in neurosurgery at 27 national centres in China.
Patients with ICH with cerebral haemorrhage in the supratentorial parenchyma confirmed by CT of the brain within 48 hours of onset of symptoms. Secondary cerebral haemorrhage due to aneurysm, vascular malformation, haemorrhagic infarction, tumour or coagulation disorders was excluded.
Participants evaluated neurological functional status through the modified Rankin Scale, which we graded to construct a multistate Markov model.
After treatment, patients with ICH who achieve good recovery of neurological function are 2.66 times more likely to transition to a state of no neurological impairment than to severe impairment. Patients in states of no neurological impairment and mild impairment tend to remain relatively stable, while those with severe impairment are at higher risk of transitioning to states that could result in mortality. A person with no disability post-ICH can expect to spend 19.42 (12.87~29.30) months in that state, and 9.99 (8.39~11.89) months in state S2 and 8.87 (7.79~10.09) months in state 3 during their lifetime.
In the year following treatment and discharge, the neurological functional disability of most patients with ICH tends to remain stable. For patients undergoing state transitions, the probability of neurological improvement is higher than the likelihood of deterioration. Risk factors associated with deterioration include advanced age, preonset neurological impairment, a history of cerebrovascular disease, larger haematoma volume, and critical conditions. Patients with these risk factors should receive close monitoring after discharge.
This study aims to determine the association between loneliness and depression, anxiety and anger with a representative sample of the general population in Korea, which are the most prevalent mental health problems during the pandemic.
Cross-sectional study.
National survey across all 17 provinces in South Korea between December 2021 and January 2022.
We conducted a national survey on 2699 participants aged 19–84 years using proportional stratified sampling. Using the UCLA Loneliness Scale and standardised questionnaires for depression (Patient Health Questionnaire-9), anxiety (Generalised Anxiety Disorder-7) and anger (Patient-Reported Outcomes Measurement Information System-Anger), we explored the prevalence and association of loneliness with these mental health outcomes.
Primary outcomes included the prevalence and co-occurrence of depression, anxiety and anger across different levels of loneliness.
Of total, 20.7% and 2.1% experienced moderately high and high levels of loneliness, respectively. Among participants with high levels of loneliness, 11.8%, 5.9% and 11.8% had depression, anxiety and anger, respectively, and 28.7% of them had depression, anxiety and anger together. The adjusted prevalence of depression was 0.2 (95% CI 0.0 to 0.5), 8.2 (95% CI 6.7 to 9.7), 31.3 (95% CI 27.4 to 35.3) and 63.5 (95% CI 50.1 to 76.8) for low, moderate, moderately high and high levels of loneliness, respectively. Similarly, increased adjusted prevalence of anxiety and anger was observed ㅈwith higher levels of loneliness.
Lonely people have a higher risk of depression, anxiety and anger. Identifying individuals who may be vulnerable to loneliness is important for early intervention.
by Sa Ra Kim, Dong Hyun Kang, Gon Soo Choe, Dae Hee Kim
PurposeTo develop an ensemble machine learning prediction model for clinical refraction in childhood using partial interferometry measurements.
MethodsAge, sex, cycloplegic refraction, and partial interferometry data collected within one month were obtained from patients aged 5–16 years, retrospectively. Four ensemble regression models were used to develop prediction models of spherical equivalents (SE) from the collected data. Root mean squared error (RMSE) was used to compare the accuracy among the models. The accuracy of the ensemble models was compared with that of a previously developed multiple linear regression model.
Results4156 eyes from 1965 patients (50.3% female) were included. Mean age was 8.4 ± 2.3 years and mean SE was −1.01 ± 2.94 diopters. Mean axial length was 23.63 ± 1.41 mm and mean keratometry reading of flat and steep axis was 43.58 ± 1.40 diopters. Developed ensemble models had accuracy of RMSE 0.800 to 0.829 diopters, which was superior to that of the conventional regression model (1.213 diopters). Simulations with the same biometric parameters showed that female sex was associated more with myopia than that of male sex. Long eyes showed dampened increase in the myopic refraction per unit axial length.
ConclusionsRefractive errors can be calculated in the childhood using these ensemble models with ocular biometric parameters. Moreover, the models were able to simulate hypothetical relationships between ocular parameters and SE to understand the nature of clinical refraction.
This study examines the effects of perceived managerial care from head nurses and individual resilience on nurse-to-nurse lateral violence among newly graduated registered nurses and determines whether individual resilience mediates the effect of perceived managerial care from head nurses and nurse-to-nurse lateral violence.
Previous studies have examined how managerial care contributes to lateral violence among nurses. However, few studies have examined how individual resilience contributes to reducing lateral violence among newly graduated registered nurses.
This cross-sectional survey study used a three-stage, stratified convenient sampling method, which involved 425 newly graduated registered nurses. Participants completed the Chinese version of the Management Caring Assessment Scale, the Connor–Davidson Resilience Scale, and the Nurse-to-Nurse Negative Behaviour Scale. Structural equation modelling and mediation effect analysis were used to explore the relationships among perceived managerial care from head nurses, individual resilience, and nurse-to-nurse lateral violence.
New nurses experienced moderate levels of lateral violence. The final model accounted for 76.4% of the total variance of lateral violence. Managerial care and individual resilience both had a direct effect on lateral violence. Individual resilience mediated the correlations between managerial care and lateral violence.
Newly registered nurses, especially from rural areas with low levels of education and an inability to perform night shifts independently, are a special group that requires higher attention from nursing management.
Head nurses' managerial care plays an important role in ensuring that new nurses adapt well to their new role and promoting the formation of psychological resilience among nurses. Nursing managers should increase the level of concern they display for new nurses, especially those from rural areas, those with low levels of education, and those who are unable to perform night shifts independently.
Patients contributed to data collection through completing questionnaire surveys.
To examine changes in cardiovascular disease (CVD) risk factors, lung function and clinical laboratory markers among people who smoke who used e-cigarettes to reduce their cigarette smoking.
Four-arm, parallel-group, double-blind, randomised placebo-controlled trial.
Two sites—Virginia Commonwealth University (Richmond, Virginia, USA) and Penn State University, College of Medicine (Hershey, Pennsylvania, USA).
Adults (n=520) aged 21–65 years who smoked at least 10 cigarettes per day, had an expired-air carbon monoxide reading of >9 parts per million at baseline and were interested in reducing their cigarette consumption.
E-cigarettes with 0, 8 or 36 mg/mL nicotine liquid concentration or a cigarette substitute.
CVD risk factors (blood lipids, C-reactive protein, blood pressure, heart rate, waist-to-hip ratio, body mass index and INTERHEART risk score), lung function (spirometry indices, and pulmonary symptoms and functional state using the Clinical Chronic Obstructive Pulmonary Disorder Questionnaire), and other clinical laboratory markers (complete blood count and complete metabolic panel).
At 6 months, the use of nicotine e-cigarettes caused no significant between-group differences for most measures. However, participants randomised to the 36 mg/mL e-cigarette condition had significantly higher levels of high-density lipoprotein (HDL) (p=0.003 unadjusted, p=0.002 adjusted) and lower levels of low-density lipoprotein (LDL) (p=0.044 adjusted) and cholesterol/HDL ratio (p=0.034 unadjusted, p=0.026 adjusted) compared with the cigarette substitute condition. Also, those in the 36 mg/mL e-cigarette condition had higher HDL levels than those in the 0 mg/mL condition (p=0.016 unadjusted, p=0.019 adjusted).
Participants randomised to the highest nicotine e-cigarette condition showed modest improvements in some measures of blood lipids (eg, increased HDL, and reduced LDL and cholesterol/HDL ratio) as compared with a non-aerosol cigarette substitute among individuals attempting to reduce their cigarette smoking. Future studies of e-cigarettes for smoking cessation would benefit from including these measures to further explore the results found in this study.
This study aimed to comprehensively assess the diagnostic accuracy of point shear wave elastography (pSWE) and vibration-controlled transient elastography (VCTE) in paediatric metabolic dysfunction-associated steatotic liver disease (MASLD).
Systematic review and meta-analysis of diagnostic test accuracy using the Grading of Recommendations Assessment, Development and Evaluation approach with random-effects models.
PubMed, Embase, Web of Science, Ovid (Medline), Cochrane, China National Knowledge Infrastructure, Wan Fang and OpenGrey were searched for publications from April 1989 to July 2024.
The study included relevant records on the application of pSWE and VCTE in diagnosing MASLD in children (
Two independent reviewers extracted data and assessed the risk of bias. Articles were assessed using Quality Assessment of Diagnostic Accuracy Studies 2 for diagnostic accuracy and potential biases, and bias risks were visually represented using the Risk of Bias Visualisation tool. Heterogeneity was assessed (Cochran Q statistic) and quantified (I2 statistic). The analysis of the likelihood ratio graph (Fagan plot) indicates that both pSWE and VCTE provide valuable diagnostic support for MASLD.
The comprehensive literature search yielded four pSWE studies encompassing 968 children and seven VCTE studies encompassing 1934 children. In our meta-analysis, VCTE had a sensitivity of 0.89 (95% CI, 0.79 to 0.94) and a specificity of 0.90 (95% CI, 0.83 to 0.95), which showed superior diagnostic accuracy compared with pSWE (sensitivity, 0.89 (95% CI, 0.81 to 0.94); specificity, 0.85 (95% CI, 0.81 to 0.89)).
While both pSWE and VCTE demonstrated appreciable diagnostic efficacy in paediatric MASLD, VCTE showed similar sensitivity but superior specificity, emerging as the more effective technique particularly in non-obese children. However, further investigation is warranted to fully elucidate the influence of probe selection and racial prevalence on these diagnostic modalities.
CRD42024514246.
Unplanned pneumonia readmissions increase patient morbidity, mortality and healthcare costs. Among pneumonia patients, the middle-aged and elderly (≥45 years old) have a significantly higher risk of readmission compared with the young. Given that the 14-day readmission rate is considered a healthcare quality indicator, this study is the first to develop survival machine learning (ML) models using emergency department (ED) data to predict 14-day readmission risk following pneumonia-related admissions.
A retrospective multicentre cohort study.
This study used the Taipei Medical University Clinical Research Database, including data from patients at three affiliated hospitals.
11 989 hospital admissions for pneumonia among patients aged ≥45 years admitted from 2014 to 2021.
The dataset was randomly split into training (80%), validation (10%) and independent test (10%) sets. Input features included demographics, comorbidities, clinical events, vital signs, laboratory results and medical interventions. Four survival ML models—CoxNet, Survival Tree, Gradient Boosting Survival Analysis and Random Survival Forest—were developed and compared on the validation set. The best performance model was tested on the independent test set.
The RSF model outperformed the other models. Validation on an independent test set confirmed the model’s robustness (C-index=0.710; AUC=0.693). The most important predictive features included creatinine levels, age, haematocrit levels, Charlson Comorbidity Index scores, and haemoglobin levels, with their predictive value changing over time.
The RSF model effectively predicts 14-day readmission risk among pneumonia patients. The ED data-based model allows clinicians to estimate readmission risk before ward admission or discharge from the ED, enabling timely interventions. Accurately predicting short-term readmission risk might also further support physicians in designing the optimal healthcare programme and controlling individual medical status to prevent readmissions.
Diabetes during pregnancy poses significant health risks for both mothers and their offspring and requires comprehensive management throughout pregnancy and the postpartum period. The increasing global prevalence of diabetes during pregnancy requires effective and efficient management. The current healthcare system can be challenging because of need for frequent hospital visits and limited availability of gestational diabetes (GDM) specialists.
This study investigates the impact of a digital-based management system designed to support women with diabetes from pregnancy through the first year post partum. This system includes a mobile application (MomStart) that allows users to log health data, receive tailored educational content and communicate with healthcare providers. The primary objective of this study is to compare pregnancy outcomes with historical data. We will also investigate the usability of the MomStart application.
The study will enrol over 100 pregnant women with diabetes from two hospitals in South Korea for the main study and an additional 500 women from across the country for a supplementary usability study. Data will be collected and analysed to assess neonatal and maternal outcomes and the app’s retention and satisfaction rates.
The protocol was approved by the Institutional Review Board of the Catholic University of Korea (XC23OIDI0012). We will present our findings in a national conference and in peer-reviewed medical journals.
This study was registered in Korea’s Clinical Research Information Service system (KCT0008483).
Despite expert recommendations to prioritise non-invasive and patient-centred approaches for behavioural crisis management, physical restraints are commonly used in the emergency department (ED). Patients describe the restraint process as coercive and dehumanising. The use of peer support workers, who are individuals with lived experience of mental illness and behavioural conditions, has shown positive patient outcomes when assisting individuals experiencing behavioural crises. However, there is limited evidence of the implementation of such an approach in the ED setting. The goal of this study is to evaluate if the implementation of a Peer support enhanced Agitation Crisis response Team (PACT) for behavioural crisis management in the ED is more effective than usual care to reduce restraint use and improve outcomes among patients presenting to the ED with behavioural crises.
We will first conduct a stakeholder-informed needs assessment to codesign the protocol and then train staff and peers in PACT intervention readiness. Next, a stepped-wedge, cluster-randomised controlled trial will be conducted over 3 years at five ED sites across a healthcare system in the Northeast USA. The PACT intervention will integrate peer delivery of trauma-informed care within a structured, interprofessional, team-based response protocol for behavioural crisis management. The primary outcome is the rate of physical restraint and/or sedation use. The secondary outcome is the level of patient agitation during the ED visit. Analyses of primary and secondary outcomes will be conducted using generalised linear mixed models.
This protocol has been approved by the Yale University Human Investigation Committee (protocol number 2000037554). The study is deemed minimal risk and has been granted a waiver of consent for trial participants. However, verbal consent will be obtained for a subset of patients receiving follow-up data collection. Results will be disseminated through publications in open-access, peer-reviewed journals, via scientific presentations, or through direct mail notifications.
Clinicaltrials.gov: NCT06556069.
Antenatal corticosteroid (ACS) regimens have remained unchanged since the initial trials in 1972, with the optimal regimen still undetermined. The WHO ACTION (Antenatal CorticosTeroids for Improving Outcomes in preterm Newborns)-III trial is a three-arm individually randomised double-blind trial evaluating the efficacy and safety of two different ACS dosing regimens (currently used and lower-dose ACS regimens vs placebo) in women with a high probability of having a late preterm birth. This study protocol nested within this trial aims to evaluate the pharmacokinetics (PK) and pharmacodynamics (PD) effects of two different ACS dosing regimens in pregnant women in the late preterm period (34–36 weeks) to help inform an optimal dosing regimen.
The study will be conducted in two of the five countries participating in the WHO ACTION-III trial—India (Delhi, Belagavi) and Nigeria (Ibadan and Ile-Ife). We will use a population PK approach using sparse sampling to study the PK effects of the two ACS regimens, that is, 6 mg dexamethasone phosphate (DEXp) or 2 mg betamethasone phosphate (BETp), administered intramuscularly every 12 hours for a maximum of four doses or till birth, whichever is earlier, compared with placebo. We will also ascertain the fetal–maternal ratio of DEXp and BETp at birth.
Maternal venous blood samples will be collected at 0, 1–4 hours, 8–12 hours after the first dose, and at 24–36 hours, 48–60 hours, 72–96 hours after the last dose, and immediately after birth, along with cord blood. Concentrations of DEXp and BETp will be measured at set time points using a validated liquid chromatography mass spectroscopy assay. PD parameters measured will include total and differential white blood cell count (by automated analysers using electrical impedance), plasma glucose (hexokinase method) and serum cortisol (using a validated electrochemiluminescence immunoassay), at predefined time points. PK models will be developed for each drug using non-linear mixed effects methods. Optimal dosing will be investigated using Monte Carlo simulations.
The study has been approved by the WHO Ethics Review Committee and the site-specific ethics committees of the participating leading institutions. Written informed consent will be obtained from all participants. The study results will be published in a peer-reviewed journal and presented at scientific conferences.