Categories
Nevin Manimala Statistics

Metabolic response prediction using 68Ga-FAPI PET/CT in Non-Hodgkin lymphoma treated with chemotherapy: a pilot study

Cancer Imaging. 2025 Jun 8;25(1):69. doi: 10.1186/s40644-025-00890-0.

ABSTRACT

BACKGROUND: The aim of this study was to investigate the prediction value of metabolic response using gallium 68 (68Ga) labeled fibroblast-activation protein inhibitor (68Ga-FAPI) positron emission tomography-computed tomography (PET/CT) in Non-Hodgkin lymphoma (NHL) patients receiving (cyclophosphamide-doxorubicin HCl-vincristine[Oncovin]- prednisone) CHOP-like chemotherapy.

METHOD: This single-center prospective study was conducted in our hospital and enrolled participants who was initially diagnosed with NHL and received CHOP-like chemotherapy. 68Ga-FAPI PET/CT was performed before chemotherapy. Metabolic response was assessed by fluorine 18 (18F) labeled fluorodeoxyglucose (18F-FDG) PET/CT. Quantitative analysis included measurement of the maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean), peak standardized uptake value (SUVpeak), metabolic tumor volume (MTV) and total lesion FAP (TLF). The SUVmax value of the lesion is divided by SUVmean of normal tissue to calculate the target-to-background ratio (TBRblood and TBRmuscle). Depending on the response, participants were categorized as responders and non-responders. Mann-Whitney U-test was used to compare the 68Ga-FAPI PET/CT parameters of responders with that of non-responders. Logistic regression analyses were performed to determine the relationship between clinical characteristics, 68Ga-FAPI PET/CT parameters, and efficacy of chemotherapy. Receiver operating characteristic curve analysis was used to identify the accuracy of 68Ga-FAPI PET/CT parameters for response prediction.

RESULTS: From October 2022 to May 2023, 18 participants (10 men and 8 women; median age: 56 years [interquartile range: 47-67 years]) with pathologically confirmed diagnosis of non-Hodgkin’s lymphoma were recruited in our hospital and enrolled in this study. The mean values of SUVmax, TBRblood, and TBRmuscle were significantly higher in responders than those in non-responders (8.41[Formula: see text]3.90 vs. 3.98[Formula: see text]2.81 P=0.025; 7.93[Formula: see text]3.31 vs. 3.69[Formula: see text]2.36 P=0.035; 7.04[Formula: see text]3.22 vs. 3.09[Formula: see text]1.73 P = 0.025; respectively). The area under the curve (AUC) of SUVmax, TBRblood, and TBRmuscle were statistically significant (0.875, P = 0.025; 0.857, P=0.034; 0.875, P = 0.026, respectively). SUVmax (OR=0.592, P = 0.041) is a significant factor in the prognosis of these participants.

CONCLUSION: Low radiotracer uptake on 68Ga-FAPI PET/CT indicated poor metabolic response of NHL patients received CHOP-like therapy. SUVmax could be used to screen sensitive patients.

PMID:40484962 | DOI:10.1186/s40644-025-00890-0

Categories
Nevin Manimala Statistics

Healthcare workers’ readiness for artificial intelligence and organizational change: a quantitative study in a university hospital

BMC Health Serv Res. 2025 Jun 8;25(1):813. doi: 10.1186/s12913-025-12846-y.

ABSTRACT

OBJECTIVE: The aim of the study is to measure the readiness levels of medical artificial intelligence and the perception of openness to organizational change of healthcare professionals working in a university hospital in Istanbul. Additionally, the study seeks to identify the relationships between medical AI readiness and perceptions of organizational change openness, as well as to examine differences based on demographic variables.

METHOD: The research was conducted with 195 healthcare workers. The research is a cross-sectional descriptive quantitative research. The construct validity of the scales was checked using statistical analysis.

RESULT: As a result of the research, it was determined that healthcare workers’ are prepared for the use of medical artificial intelligence in healthcare institutions and perceive organizational change positively. A significant but low-level positive relationship was found between healthcare workers’ level of readiness for medical artificial intelligence and their perception of openness to organizational change. The level of readiness for medical artificial intelligence among healthcare workers’ was found to be high among males, doctors and internal sciences, while the perception of openness to organizational change was found to be high among postgraduate/doctoral graduates, surgical sciences, nurses.

CONCLUSION: The study determined that healthcare workers’ are ready to use medical artificial intelligence and perceive organizational change positively. The study contributes to the formation of the institution’s healthcare policies and practices and to the development, well-being and change of healthcare workers’. It is recommended that employees be made aware of the benefits of using artificial intelligence in healthcare institutions and that necessary training activities be planned.

PMID:40484945 | DOI:10.1186/s12913-025-12846-y

Categories
Nevin Manimala Statistics

The impact of GnRH agonists on endometrial immune cells in patients with adenomyosis: a prospective cohort study

BMC Med. 2025 Jun 9;23(1):338. doi: 10.1186/s12916-025-04162-3.

ABSTRACT

BACKGROUND: Adenomyosis is associated with lower implantation and higher miscarriage rates. Studies on recurrent pregnancy loss (RPL) and recurrent implantation failure (RIF) have shown that endometrial immune cell populations play a crucial role during implantation and early pregnancy. In women with adenomyosis, improved pregnancy outcomes following assisted reproductive technologies (ART) and pre-treatment with GnRH-agonists (GnRH-a) prior to frozen embryo transfer (FET) have been reported. We aimed to compare the endometrial immune cell populations of women with adenomyosis to those of women with RPL and RIF, and to characterise endometrial leucocyte subpopulations within the adenomyosis group before and after GnRH-a.

METHODS: We conducted a prospective study between 2021 and 2024. Women with infertility and adenomyosis undergoing ART underwent one endometrial biopsy 6-9 days after oocyte retrieval and a second biopsy after 3 months of GnRH-a prior to FET. Women in the RPL and RIF groups underwent one endometrial biopsy in the midluteal phase. We performed flow cytometry (FC) to characterise immune cell populations and immunohistochemistry (IHC) to analyse uterine natural killer cells (uNKs) and plasma cells (PC). The Kruskal-Wallis test was used for comparisons between the study groups, and the Wilcoxon signed rank tests were used for paired samples before and after GnRH-a.

RESULTS: Endometrial leucocyte subpopulations at baseline showed no significant differences between the adenomyosis (n = 20), the RPL (n = 40) and RIF (n = 15) group. In the adenomyosis group, following GnRH-a, we observed a significant decrease in the percentage of monocytes, from 77% (IQR 71, 82) to 71% (IQR 65, 75) (adj. p = 0.030). Baseline IHC showed elevated plasma cell concentrations (≥ 5/mm2) in 1/20 adenomyosis patients (5%), 4/40 RPL patients (10%) and 1/15 RIF patients (6.7%) while uNK cells were elevated (≥ 300/mm2) in 8/20 adenomyosis patients (40%), 11/40 RPL patients (27.5%) and 1/15 RIF patients (6.7%).

CONCLUSIONS: Women with infertility and adenomyosis showed a similar endometrial immune profile as women with RPL and RIF. The beneficial effect of GnRH-a prior to FET in women with adenomyosis may be mediated through effects on monocyte subpopulations. Based on the high prevalence of elevated uNK cells in patients with adenomyosis, we suggest testing women with adenomyosis undergoing ART before FET.

PMID:40484943 | DOI:10.1186/s12916-025-04162-3

Categories
Nevin Manimala Statistics

Household practices and infrastructure associated with high Plasmodium falciparum infection rates among children under five years old in Northern Uganda

Malar J. 2025 Jun 8;24(1):181. doi: 10.1186/s12936-025-05288-8.

ABSTRACT

BACKGROUND: It remains unclear how household structure and practices can contribute to Uganda’s goal of becoming a malaria-free nation by 2040. Effective malaria prevention and control require the implementation of measures such as long-lasting insecticidal nets, indoor residual spraying (IRS), treatment with artemisinin-based combination therapy (ACT), maintaining suitable housing structures, and practicing environmental management at the household level. This study examines household structure and practices related to malaria prevalence in children under five years old, as well as prevention and control efforts across five districts in Northern Uganda.

METHODS: A cross-sectional survey was conducted in five districts (Gulu, Omoro, Amuru, Pader, and Lamwo) from November 2022 to March 2023 to assess malaria prevalence, prevention practices, and health-seeking behaviours. Data were collected using rapid diagnostic tests for Plasmodium falciparum, observational checklists, and pre-tested questionnaires, with analysis performed using IBM SPSS Statistics.

RESULTS: The survey included 597 households and 4524 individuals, with 25.6% being children under five years of age. Of 1157 children under five, 597 (51.6%) were tested, revealing RDT positive prevalence of 44.1%. Most households had over seven members, with an average of 3.69 people per bed net. While 77.6% of households owned mosquito nets, visual inspection revealed 70.2% were torn, and only 48.7% of individuals slept under a net the night before the survey. IRS coverage was low, with 97.7% of households not sprayed in the last three months. Health-seeking behaviour predominantly involved government health centers. Housing structures, particularly mud/clay walls and grass-thatched roofs, were significantly associated with higher malaria prevalence (p < 0.001). Were their enough untreated nets?

CONCLUSION: A high prevalence of malaria was observed in children under five years old. This was closely linked to the poor use of bed nets, low coverage of IRS, and inadequate housing structures, which primarily consisted of grass-thatched roofs and mud or clay walls. The study highlights the urgent need for improved housing, IRS, and consistent use of insecticide-treated nets to reduce malaria prevalence.

PMID:40484941 | DOI:10.1186/s12936-025-05288-8

Categories
Nevin Manimala Statistics

Global estimation of dengue disability weights based on clinical manifestations data

Infect Dis Poverty. 2025 Jun 9;14(1):44. doi: 10.1186/s40249-025-01317-5.

ABSTRACT

BACKGROUND: Dengue is a major global health threat with varied clinical manifestations across age groups, countries, and regions. This study aims to estimate global dengue disability weights (DWs) based on clinical manifestations data and examine variations across different demographics and geographical areas. These findings will inform public health strategies and interventions to reduce the global burden of dengue.

METHODS: We conducted a systematic search across six databases (Scopus, Web of Science, PubMed, China National Knowledge Infrastructure, Wanfang Data, and Database of Chinese sci-tech periodicals) for studies on human dengue clinical manifestations or infection from the establishment of each database through December 31, 2023. DWs were estimated by combining clinical manifestations frequencies with corresponding DW values derived from the Global Burden of Disease (GBD) study, using Monte Carlo simulations to generate uncertainty intervals. Odds ratios (ORs) with 95% confidence intervals (CI) and Chi-square tests were performed to compare clinical manifestations between adults and children.

RESULTS: A total of 35 adult studies (7109 cases) and 17 pediatric studies (2996 cases) were analysed. Adults had higher rates of muscle pain (OR = 9.18; 95% CI: 8.17-10.33) and weak (OR = 4.95; 95% CI 4.12-5.98). Children showed higher frequencies of decreased appetite (OR = 0.12; 95% CI: 0.11-0.14) and lymphadenectasis (OR = 0.04; 95% CI: 0.03-0.06). Severe dengue was more prevalent in children (8.2%) than adults (4.6%). The global DW for universal dengue was 0.3258 in adults and 0.4022 in children, with Indian children showing the highest DW for severe dengue (0.6991) and Chinese adult showing the highest DW for severe dengue (0.7214). Regionally, most studies were from South and Southeast Asia, with India contributing the largest number of publications (80 articles). Additionally, India had the highest dengue disease burden in 2021 (352,468.54 person-years).

CONCLUSIONS: These findings reveal important age and regional differences in dengue disease burden. There is a relative lack of research on dengue clinical manifestations in several high-burden countries in the Americas, and these gaps may affect the comprehensiveness and accuracy of global dengue disability weight estimates. These highlight the urgent need for targeted interventions and optimized resource allocation to mitigate its global impact.

PMID:40484939 | DOI:10.1186/s40249-025-01317-5

Categories
Nevin Manimala Statistics

HPV vaccination, screening disparities, and the shifting landscape of cervical cancer burden: a global analysis of trends, inequalities, and policy implications

BMC Womens Health. 2025 Jun 8;25(1):285. doi: 10.1186/s12905-025-03841-w.

ABSTRACT

SYNOPSIS: Health inequalities intensified, burden shifting to low-resource regions despite preventive advancements. HPV and screening rates diverged by SDI, highlighting coverage gaps. Screening and vaccination inversely linked to disease burden, underscoring critical efficacy. Innovative modeling exposed disparities, advocating SDI-stratified interventions.

OBJECTIVE: This study analyzes global and regional cervical cancer trends (1990-2021) across different Socio-Demographic Index (SDI) levels, highlighting health inequalities, assessing the impact of HPV vaccination and screening, and modeling future trends. The findings aim to inform targeted prevention policies, reduce regional disparities, and promote global health equity.

METHODS: Data were sourced from the Global Burden of Disease study 2021(GBD 2021), OECD, and WHO. The focus was on incidence and disability-adjusted life years (DALYs) of cervical cancer. Time trends were analyzed by SDI regions, alongside health inequality assessments. Correlation analyses examined links between screening rates, HPV vaccination coverage, and disease burden.

RESULTS: From 1990 to 2021, global age-standardized incidence rate and age-standardized DALYs rates declined significantly, with estimated annual percentage changes (EAPC) of -0.54% (95% CI: -0.63 to -0.44) and – 1.27% (95% CI: -1.36 to -1.18). However, significant differences exist in specific patterns of change across SDI regions: exhibited an upward incidence trajectory. From 1990 to 2021, the burden of cervical cancer disease shifted from developed to less developed regions. Correlation analysis showed negative associations between screening rates and DALYs (r = -0.56, p < 0.01) and between vaccination coverage and incidence (r = -0.35, p < 0.01).

CONCLUSION: Although the global cervical cancer burden has decreased, significant regional disparities remain. Future policies should focus on tailored interventions, with low-resource regions strengthening healthcare infrastructure and implementing minimum effective preventive measures, while high-SDI regions shift to precision public health approaches. Policymakers must also incorporate culturally sensitive health education to address social barriers, challenge misconceptions, and empower communities, ultimately reducing preventable cervical cancer morbidity.

PMID:40484937 | DOI:10.1186/s12905-025-03841-w

Categories
Nevin Manimala Statistics

Nut consumption, linoleic and α-linolenic acid intakes, and genetics: how fatty acid desaturase 1 impacts plasma fatty acids and type 2 diabetes risk in EPIC-InterAct and PREDIMED studies

BMC Med. 2025 Jun 9;23(1):344. doi: 10.1186/s12916-025-04187-8.

ABSTRACT

BACKGROUND: Dietary guidelines recommend replacing saturated fatty acid with unsaturated fats, particularly polyunsaturated fatty acids. Cohort studies do not suggest a clear benefit of higher intake of polyunsaturated fatty acids but, in contrast, higher circulating linoleic acid (LA) levels-reflective of dietary LA intake, are associated with a reduced risk of type 2 diabetes. However, genetic variants in the fatty acid desaturase 1 gene (FADS1) may influence individual responses to plant-based fats. We explored whether FADS1 variants influence the relationships of LA and α-linolenic acid (ALA) intakes and nut consumption with plasma phospholipid fatty acid profiles and type 2 diabetes risk in a large-scale cohort study and a randomized controlled trial.

METHODS: In the EPIC-InterAct case-cohort (7,498 type 2 diabetes cases, 10,087 subcohort participants), we investigated interactions of dietary and plasma phospholipid fatty acids and nut consumption with FADS1 rs174547 in relation to incident type 2 diabetes using weighted Cox regression. In PREDIMED (492 participants in the Mediterranean Diet + Nuts intervention group, 436 participants in the control group), we compared changes in plasma phospholipid FAs from baseline to year 1.

RESULTS: In EPIC-InterAct and PREDIMED, nut consumption was positively associated with LA plasma levels and inversely with arachidonic acid, the latter becoming stronger with increasing number of the minor rs174547 C allele (p interaction EPIC-InterAct: 0.030, PREDIMED: 0.003). Although the inverse association of nut consumption with diabetes seemed stronger in participants with rs174547 CC-genotype (HR: 0.73, 95% CI: 0.54-1.00) compared with CT (0.94, 0.81-1.10) or TT (0.90, 0.78-1.05) in EPIC-InterAct, this interaction was not statistically significant.

CONCLUSIONS: FADS1 variation modified the effect of nut consumption on circulating FAs. We did not observe clear evidence that it modified the association between nut consumption and type 2 diabetes risk.

PMID:40484934 | DOI:10.1186/s12916-025-04187-8

Categories
Nevin Manimala Statistics

Association of tooth brushing behavior with risks of major chronic health outcomes: a scoping review

BMC Oral Health. 2025 Jun 8;25(1):943. doi: 10.1186/s12903-025-06332-4.

ABSTRACT

BACKGROUND: Oral hygiene behavior has been increasingly recognized as a potential contributor to chronic disease prevention. This scoping review aimed to synthesize existing evidence on the associations between tooth brushing behavior (as a proxy for oral hygiene) and major chronic health outcomes, including cardiovascular events (e.g., myocardial infarction, atrial fibrillation, heart failure), stroke (ischemic, hemorrhagic, and subarachnoid), hypertension (HTN), metabolic syndrome (MetS), and chronic kidney disease (CKD).

METHODS: A comprehensive literature search was conducted using four databases: Ovid-MEDLINE, EMBASE, CINAHL, and the Cochrane Library. The study selection process followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidelines. Two reviewers independently screened and selected eligible studies and extracted relevant data. A total of 142 full-text articles were assessed for eligibility.

RESULTS: Twenty-one studies were included in the final review. Most studies reported that a lower frequency of tooth brushing was associated with a higher risk of cardiovascular events, stroke, HTN, MetS, and CKD. Additionally, several studies suggested that maintaining good oral hygiene in individuals with HTN or diabetes mellitus (DM) may be associated with a reduced risk of cardiovascular complications.

CONCLUSION: Frequent tooth brushing, as a key component of oral hygiene, may be associated with a reduced risk of several chronic health outcomes, particularly cardiovascular and metabolic diseases. However, the current body of evidence is predominantly based on observational studies. Further longitudinal and interventional research is warranted to clarify the directionality and potential causal pathways linking oral hygiene behavior to systemic health outcomes.

PMID:40484932 | DOI:10.1186/s12903-025-06332-4

Categories
Nevin Manimala Statistics

Artificial intelligence-assisted diagnosis and prognostication in low ejection fraction using electrocardiograms in inpatient department: a pragmatic randomized controlled trial

BMC Med. 2025 Jun 9;23(1):342. doi: 10.1186/s12916-025-04190-z.

ABSTRACT

BACKGROUND: Early diagnosis of low ejection fraction (EF) remains challenging despite being a treatable condition. This study aimed to evaluate the effectiveness of an electrocardiogram (ECG)-based artificial intelligence (AI)-assisted clinical decision support tool in improving the early diagnosis of low EF among inpatient patients under non-cardiologist care.

METHODS: We conducted a pragmatic randomized controlled trial at an academic medical center in Taiwan. 13,631 inpatient patients were randomized to either the intervention group (n = 6,840) receiving AI-generated ECG results or the control group (n = 6,791) following standard care. The primary outcome was the incidence of newly diagnosed low EF (≤ 50%) within 30 days following the ECG. Secondary outcomes included echocardiogram utilization rates, positive predictive value for low EF detection, and cardiology consultation rates. Statistical analysis included hazard ratios (HR) with 95% confidence intervals (CI) for time-to-event outcomes and chi-square tests for categorical variables.

RESULTS: The intervention significantly increased the detection of newly diagnosed low EF in the overall cohort (1.5% vs. 1.1%, HR 1.50, 95% CI: 1.11-2.03, P = 0.023), with a more pronounced effect among AI-identified high-risk patients (13.0% vs. 8.9%, HR 1.55, 95% CI: 1.08-2.21). While overall echocardiogram utilization remained similar between groups (17.1% vs. 17.3%, HR 1.00, 95% CI: 0.92-1.09), the intervention group demonstrated higher positive predictive value for identifying low EF among patients receiving echocardiogram (34.2% vs. 20.2%, p < 0.001). Post-hoc analysis revealed increased cardiology consultation rates among high-risk patients in the intervention group (29.3% vs. 23.5%, p = 0.027).

CONCLUSIONS: Implementation of an AI-ECG algorithm enhanced the early diagnosis of low EF in the inpatient setting, primarily by improving diagnostic efficiency rather than increasing overall healthcare utilization. The tool was particularly effective in identifying high-risk patients who benefited from increased specialist consultation and more targeted diagnostic testing.

TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT05117970.

PMID:40484925 | DOI:10.1186/s12916-025-04190-z

Categories
Nevin Manimala Statistics

Assessment of water, sanitation and hygiene services within nineteen Rohingya camps in Cox’s Bazar, Bangladesh in 2022

BMC Health Serv Res. 2025 Jun 9;25(1):814. doi: 10.1186/s12913-025-12874-8.

ABSTRACT

BACKGROUND: Since August 2017, approximately 960,000 Rohingya refugees have settled in Cox’s Bazar, Bangladesh. Water, sanitation, and hygiene (WASH) infrastructure and programs were implemented across the camps to address the needs of the population and reduce the burden of linked infectious diseases. However, monitoring and maintenance of this infrastructure has been inconsistent. This study aimed to assess progress in WASH in the camps of Cox’s Bazar since the early emergency phase in 2018, and to update the priorities for intervention.

METHODS: From January to March 2022, a lot quality assurance sampling (LQAS) survey was conducted across 19 camps. Nineteen households were randomly selected per camp. Data on access to and quality of WASH services, household practices, and health outcomes including skin infections among children under five years of age were collected. Crude and weighted averages with 95% confidence intervals were calculated for each indicator and compared with targets pre-defined based on Sphere guidelines and Médecins Sans Frontières WASH experts. Chi-squared tests were used to compare the results to a 2018 LQAS survey.

RESULTS: More than half of the indicators (59%; 16/27) did not meet the pre-determined targets. Performance was adequate on three of five water quality and supply indicators, with less than half of households (44%, 95% CI: 39-49%) reporting that water was continuously available in the past week. Regarding water storage, performance on three indicators was considered adequate, as the proportion of households that keep water for less than one day was 27% (95% CI: 23-32%). Of six hygiene indicators, adequate performance was identified for only one. Performance on the sanitation indicators was inadequate, with 11% (95% CI: 8-15%) of households using an improved sanitation facility. In solid waste management, two of four indicators suggested adequate performance, and for health outcomes, the proportion of children who hadn’t shown any skin infection was inadequate at 69% (95% CI: 64-73%).

CONCLUSIONS: Improvements in the WASH situation in Cox’s Bazar have been observed in 2022 compared to 2018. However, significant gaps remain in water supply, sanitation facilities, and hygiene services. LQAS can be an effective monitoring tool to support long-term multisectoral interventions in protracted emergencies.

PMID:40484924 | DOI:10.1186/s12913-025-12874-8