Category: Statistics

Sci Rep. 2023 Dec 27;13(1):23012. doi: 10.1038/s41598-023-50181-6.

ABSTRACT

We conducted a systematic review and meta-analysis to evaluate the effect of nafamostat on the prevention of post-endoscopic retrograde cholangiopancreatography (ERCP) pancreatitis (PEP). PubMed, Web of Science, and Ichushi Web were searched for randomized controlled trials (RCTs) using nafamostat to prevent PEP. In subgroup analyses, we studied the preventive effects of nafamostat according to the severity of PEP, risk category, and dose. A random-effects model was adopted; heterogeneity between studies was examined using the chi-squared test and I² statistics. This analysis uses the PRISMA statement as general guidance. 9 RCTs involving 3321 patients were included. The risk of PEP was lower in the nafamostat group than in the control group [4.4% vs. 8.3%, risk ratio (RR): 0.50, 95% confidence interval (CI): 0.36-0.68]. In subgroup analyses, the protective effects were evident in low-risk patients for PEP before ERCP (RR: 0.34, 95% CI: 0.21-0.55). The association between PEP and nafamostat was significant only in patients who developed mild PEP (RR: 0.49; 95% CI: 0.36-0.69). The benefits were independent of the dose. The prophylactic use of nafamostat resulted in a lower risk of PEP. The subgroup analyses suggested uncertain benefits for severe PEP or high-risk patients for PEP. This warrants further investigation through additional RCTs.

PMID:38155200 | DOI:10.1038/s41598-023-50181-6

Sci Rep. 2023 Dec 27;13(1):23079. doi: 10.1038/s41598-023-49451-0.

ABSTRACT

Cryptosporidium is one of the most important protozoan parasitic pathogens, and it is a common cause of diarrhoea in humans, domestic animals, and wild vertebrates and has serious public health threats. A cross-sectional study was designed to determine the prevalence of Cryptosporidium oocysts in raw-eaten vegetables in Maiduguri Metropolitan Council (MMC) and Jere Local Government Areas (LGAs). A total of 400 samples were collected from four (4) different locations, namely Tashan Bama, Gomboru, and Monday Markets (n = 100), while fifty (n = 50) each from 202-Vegetable-Vendors and Unimaid Commercials. A total of 16 visits were conducted in all the sampling areas (twenty-five samples per visit). The Cryptosporidium oocysts were detected using the Modified Ziehl-Neelsen Staining Technique. The locations, sources, and types of raw-eaten vegetables were also assessed. The oocysts were confirmed (100×) as bright pink spherules. Data generated were analyzed using IBM-SPSS V23.0, and p ≤ 0.05 was considered significant. Out of the total samples (n = 400) analyzed, cabbage appeared to have the highest number of 10 (12.5%) of Cryptosporidium oocysts detected, while Tomato and garden egg had 9 (11.3%) and 1 (1.2%), respectively. There was a statistically significant association (χ² = 12.5, P = 0.014) between the presence of Cryptosporidium oocysts in raw-eaten vegetables and vegetable types. Among the sources of the vegetables sampled, Alau had the highest number of Cryptosporidium oocysts, 15 (12.5%), followed by Kilari-Abdullahi and Zabarmari sources with 4 (10.0%) and 4 (5.0%), respectively. However, Jetete appeared to have the least number 2 (2.5%) of oocysts, and there was a statistically significant association (χ²= 10.4, P = 0.034) between the presence of Cryptosporidium oocysts and the sources of vegetables and fruits. The study concludes that the raw-eaten vegetables sampled from Maiduguri Metropolis were contaminated with Cryptosporidium oocysts. The study recommends that all raw-eaten vegetables should be from cleaned sources and washed before consumption. Consumers should be enlightened on the hygienic measures in the food chain in line with the Hazard Analysis and Critical Control Points (HACCP) principles.

PMID:38155194 | DOI:10.1038/s41598-023-49451-0

Sci Rep. 2023 Dec 28;13(1):23091. doi: 10.1038/s41598-023-50176-3.

ABSTRACT

Climatic factors influence malaria transmission via the effect on the Anopheles vector and Plasmodium parasite. Modelling and understanding the complex effects that climate has on malaria incidence can enable important early warning capabilities. Deep learning applications across fields are proving valuable, however the field of epidemiological forecasting is still in its infancy with a lack of applied deep learning studies for malaria in southern Africa which leverage quality datasets. Using a novel high resolution malaria incidence dataset containing 23 years of daily data from 1998 to 2021, a statistical model and XGBOOST machine learning model were compared to a deep learning Transformer model by assessing the accuracy of their numerical predictions. A novel loss function, used to account for the variable nature of the data yielded performance around + 20% compared to the standard MSE loss. When numerical predictions were converted to alert thresholds to mimic use in a real-world setting, the Transformer’s performance of 80% according to AUROC was 20-40% higher than the statistical and XGBOOST models and it had the highest overall accuracy of 98%. The Transformer performed consistently with increased accuracy as more climate variables were used, indicating further potential for this prediction framework to predict malaria incidence at a daily level using climate data for southern Africa.

PMID:38155182 | DOI:10.1038/s41598-023-50176-3

Sci Rep. 2023 Dec 27;13(1):23031. doi: 10.1038/s41598-023-49988-0.

ABSTRACT

In this paper, we study linear and nonlinear mixed convection, activation energy, and heat radiation effects caused by nanoparticles. This study aims to improve the understanding of how nanofluids behave in the presence of rotating disks and develop more efficient and effective cooling technologies. The flow problem consisted of partial differential equations (PDE). It is challenging to calculate these equations as a result of these nonlinear PDEs. Consequently, we use appropriate similarities to transform them into ordinary differential equations (ODEs). The bvp4c Matlab built-in technique is then used to resolve these ODEs. The velocities, temperature, and concentration outcomes with the various factors are examined graphically. Additionally, tables are employed to analyze the skin friction and Nusselt number values. It is analyzed that increasing the linear and linear mixed convection parameters enhances the velocity profiles of nanofluid. Enhancements in heat are analyzed by increasing nonlinear thermal radiation and enhancement in concentration is examined by increasing activation energy. Furthermore, as the variables for thermophoresis and Brownian motion are increased, the Nusselt number falls. The heat transfer rate is 27.16% for [Formula: see text] and 39.28% for [Formula: see text]. Thus, the heat transfer rate is enhanced 12.12%. This study’s practical applications include improving the behavior of fluids and the transfer of heat in rotating frameworks, which may affect energy systems, heat exchangers, and cooling advances in technology.

PMID:38155170 | DOI:10.1038/s41598-023-49988-0

Sci Rep. 2023 Dec 27;13(1):23022. doi: 10.1038/s41598-023-50006-6.

ABSTRACT

Few studies have explored the feasibility and efficacy of a multimedia information intervention for patients with prostate cancer who are undergoing hormone therapy. Thus, the purpose of the study was to assess the feasibility, acceptability, and the preliminary results of a multimedia-based hormone therapy information program (HTIP) on positive thinking and quality of life (QOL; primary outcomes) as well as social support and self-efficacy (secondary outcomes) of patients with prostate cancer. Patients with prostate cancer who were receiving hormone therapy were recruited from hospitals. After completing the pre-test questionnaire, patients were randomly divided into the multimedia information group (MIG; n = 40) and the control group (CG; n = 40). Patients in the MIG received a multimedia-based HTIP once a week for 6 weeks. Data were collected at 8 and 12 weeks after the pre-test. Measurement variables included positive thinking, QOL, social support, self-efficacy, and satisfaction with the program. The recruitment rate and retention rate were calculated for assessment of feasibility. The study had a 96.3% retention rate, and patients in the MIG were satisfied with the program. Preliminary results showed that, compared with those in the CG, patients in the MIG tended to exhibit higher positive thinking, prostate cancer-specific QOL, and social support at 8 weeks and 12 weeks after pre-test; however, the effect did not reach a statistically significant level. A multimedia-based HTIP is considered feasible and acceptable in patients with prostate cancer who underwent hormone therapy. Further research with a larger sample size, patients with high homogeneity in early-stage disease and long-term follow-up is needed to assess the efficacy of the intervention program.Trial registration: ClinicalTrials.gov (NCT04693910); Registered 05/01/2021.

PMID:38155164 | DOI:10.1038/s41598-023-50006-6

Sci Rep. 2023 Dec 28;13(1):22998. doi: 10.1038/s41598-023-46220-x.

ABSTRACT

Durgama Anchalare Malaria Nirakaran (DAMaN) is a multi-component malaria intervention for hard-to-reach villages in Odisha, India. The main component, malaria camps (MCs), consists of mass screening, treatment, education, and intensified vector control. We evaluated MC effectiveness using a quasi-experimental cluster-assigned stepped-wedge study with a pretest-posttest control group in 15 villages: six immediate (Arm A), six delayed (Arm B), and three previous interventions (Arm C). The primary outcome was PCR + Plasmodium infection prevalence. The time (i.e., baseline vs. follow-up 3) x study arm interaction term shows that there were statistically significant lower odds of PCR + Plasmodium infection in Arm A (AOR = 0.36, 95% CI = 0.17, 0.74) but not Arm C as compared to Arm B at the third follow-up. The cost per person ranged between US$3-8, the cost per tested US$4-9, and the cost per treated US$82-1,614, per camp round. These results suggest that the DAMaN intervention is a promising and financially feasible approach for malaria control.

PMID:38155156 | DOI:10.1038/s41598-023-46220-x

Small Methods. 2023 Dec 28:e2301284. doi: 10.1002/smtd.202301284. Online ahead of print.

ABSTRACT

High-entropy alloys (HEAs), especially in the form of compositional complex solid solutions (CCSS), have gained attention in the field of electrocatalysis. However, exploring their vast composition space concerning their electrocatalytic properties imposes significant challenges. Scanning electrochemical cell microscopy (SECCM) offers high-speed electrochemical analysis on surface areas with a lateral resolution down to tens of nm. However, high-precision piezo positioners often used for the motion of the tip limit the area of SECCM scans to the motion range of the piezo positioners which is typically a few tens of microns. To bridge this experimental gap, the study proposes a long-range SECCM system with a rapid gas-exchange environmental cell for high-throughput electrochemical characterization of 100 mm diameter HEA thin-film material libraries (ML) obtained by combinatorial co-sputtering. Due to the gas-liquid interface at the positioned SECCM droplet on the sample, high-throughput evaluation under industrial current density conditions becomes feasible. This allows the direct correlation between electrocatalytic activity and material composition with high statistical reliability. The multidimensional data obtained accelerates materials discovery, development, and optimization.

PMID:38155148 | DOI:10.1002/smtd.202301284

Probl Radiac Med Radiobiol. 2023 Dec;28:404-415. doi: 10.33145/2304-8336-2023-28-404-415.

ABSTRACT

OBJECTIVE: to conduct a comparative analysis of the incidence of malignant oncohematological diseases structure among the population of the 4 most ecologically disadvantaged cities of the Dnipropetrovsk region, taking into account the possible influence of various adverse environmental factors (radiation and chemical pollution of air, water and soil) for the period 2006-2017.

MATERIALS AND METHODS: 1948 cases of acute myeloblastic and lymphoblastic leukemia, chronic myeloid and lymphocytic leukemia in residents of 4 cities of the Dnipropetrovsk region were analyzed, taking into account the possible influence of adverse environmental factors (radiation, air pollution, etc.). We used clinical and hematological data per patient and statistic information on these diseasis incidence in the region.

RESULTS: An analysis of the oncohematological patients incidence structure, namely: acute lymphoblastic (C91.0) and myeloblastic leukemia (C92.0), chronic lymphocytic (C91.1) and myeloid (C92.1) leukemia, over 12 years in environmentally disadvantaged cities of Dnipropetrovsk region have been conducted. A comparative analysis of the incidence of these diseases among the population of 4 cities of the Dnipropetrovsk region was carried out, taking into account the possible influence of adverse environmental factors (radiation, air pollution, etc.). An excess of the incidence rates of the above-mentioned oncohematological diseases for the period 2006-2017 was revealed in the cities of Dnipro, Kryvyi Rih, Kamianske and Zhovti Vody, where environmental factors significantly affect the increase in morbidity due to pollution mainly by radioactive and chemical substances.

PMID:38155136 | DOI:10.33145/2304-8336-2023-28-404-415

Probl Radiac Med Radiobiol. 2023 Dec;28:348-373. doi: 10.33145/2304-8336-2023-28-348-373.

ABSTRACT

OBJECTIVE: to study the clinical and neurophysiological features in the Chornobyl clean-up workers with a verified chronic cerebrovascular disease/cerebral small vessels disease (SVD) exposed to low doses of ionizing radiation (IR), employees of the Chornobyl Nuclear Power Plant (SSE ChNPP), who were exposed to the stress factor of a full-scale war as a result of being held captive by the Russian military at their workplaces, and individuals of the non-irradiated comparison group.Design, object and methods. A cross-sectional clinical study with parallel external control groups. We studied and carried out an expert statistical analysis of the clinical and neurophysiological characteristics of 62 male subjects, from which three examination groups were formed: 1) a randomized sample from the Clinical Epidemiological Register (CER) of the State Institution «National Research Center for Radiation Medicine of the National Academy of Medical Sciences of Ukraine» (NRCRM) of 22 Chornobyl clean-up workers (‘Chornobyl liquidators’) in 1986-1990,examined during 2020-2021, aged 50-68 years at the time of examination (M ± SD: (58.1 ± 5.2) years) with a documented external radiation dose of 0.03-2.30 Sv; 2) 24 SSE ChNPP employees exposed to the stress factor impact of a full-scale war as a result of being held captive by the Russian military at their workplaces. The average age of the examined was (54.5 ± 5.8) years (range 46-71 years). 3) Comparison group – 16 non-exposed men with verified chronic cerebrovascular disease/cerebral small vessels disease (SVD). The average age of the examined was (57.8 ± 5.6) years (range 50-70 years).

RESULTS: Neurophysiological studies confirm the presence of the pronounced dysfunction of the cortico-limbic system of the left dominant hemisphere of the brain with special involvement of the hippocampus in the Chornobyl clean-up workers. In the SSE ChNPP group, for the first time, the disorders of cerebral neurodynamics were detected in the form of functional hypofrontality and hyperfunction of the cortico-limbic system with lateralization to the right hemisphere.

CONCLUSIONS: Today there exists a long-term thorough methodological and evidence base for a possible neurophysiological diagnosis and differential diagnosis of the combined cerebral effects of IR and psycho-emotional stress associated with the conditions of military conflicts. Neurophysiological technologies can be used in the objective professional and qualification selection of employees in a number of professions that require quick and responsible decision-making. Employees of SSE ChNPP need further medical and psychological support due to an increased risk of developing mental health disorders.

PMID:38155133 | DOI:10.33145/2304-8336-2023-28-348-373

Probl Radiac Med Radiobiol. 2023 Dec;28:316-328. doi: 10.33145/2304-8336-2023-28-316-328.

ABSTRACT

OBJECTIVE: to assess the hormonal and metabolic disorders in the Chernobyl nuclear power plant (ChNPP) accident survivors (AS), having got secondary normocalcemic non-renal hyperparathyroidism (HPT) in the late period upon exposure to ionizing radiation (IR).

MATERIALS AND METHODS: The routine clinical, anthropometric, instrumental (thyroid and parathyroid diagnosticultrasound), laboratory (biochemical, hormonal), statistical methods were applied. In both prospective (n = 48, control group n = 19) and retrospective studies the data of 2,234 subjects including 1,372 irradiated adults (862 non-irradiated persons in the control group) were evaluated. Clinical consequences of exposure to IR on the endocrine system were evaluated in ChNPP AS.

RESULTS: High prevalence of vitamin D lack or deficiency was established retrospectively in 81.8 % of the ChNPP AS and in 89.5 % of the control group subjects. In general, there was neither effect of exposure to IR on the vitamin D status in study subjects, nor any difference between the study groups. According to diagnostic ultrasound patterns the parathyroid hyperplasia was diagnosed in 629 cases (28.2 %). Among the ChNPP AS it was found in 32.7 % of cases (n = 450) vs. 20.7 % (p > 0.005) in the control group (a 1.6-fold difference). HPT diagnosed as serum parathyroid hormone content > 65 ng/ml was diagnosed in 123 cases (21.1 %) i.e. in almost every fifth person. Increased serum level of parathyroid hormone was found in the 94 ChNPP AS and in 25 persons of the comparison group. In other words, the frequency of HPT was 23.7 % among the AS being significantly more than in the comparison group (13.2 %, p < 0.005). Frequency of normocalcemic non-renal HPT was slightly different by years of observation with a trend to the year-by-year increase.

CONCLUSIONS: High prevalence of vitamin D lack or deficiency was established in the ChNPP AS, being however independent of exposure to IR. Frequency of parathyroid hyperplasia/adenoma was 1.6 times higher in the irradiated subjects than in persons of the control group. Annual increase in frequency of the non-renal normocalcemic HPT was also revealed reaching nowadays 23.7 % among the AS, which is significantly higher than in the comparison group.

PMID:38155131 | DOI:10.33145/2304-8336-2023-28-316-328