Robust predictive framework for diabetes classification using optimized machine learning on imbalanced datasets.

Introduction: Diabetes prediction using clinical datasets is crucial for medical data analysis. However, class imbalances, where non-diabetic cases dominate, can significantly affect machine learning model performance, leading to biased predictions and reduced generalization.

Methods: A novel predictive framework employing cutting-edge machine learning algorithms and advanced imbalance handling techniques was developed.

Skull base chordomas presenting with abducens nerve deficits: clinical characteristics and predictive factors for deficit improvement or resolution.

Objective: Skull base chordomas (SBCs) often present with cranial nerve (CN) VI deficits. Studies have not assessed the prognosis and predictive factors for CN VI recovery among patients presenting with CN VI deficits.

Methods: The medical records of patients who underwent resection for primary chordoma from 2001 to 2020 were reviewed.

Evaluating the In Vitro Anthelmintic Activity of Zinc Oxide Nanoparticles (ZnO-NPs) Against the Adult Stages of Fasciola hepatica.

Background: Fascioliasis represents one of the most significant parasitic and foodborne zoonotic diseases in the world. Resistance to currently deployed human and veterinary flukicides is a growing health problem. Zinc oxide nanoparticles (ZnO-NPs) have developed enormous importance in nanomedicine.

How has the diagnostic approach to parathyroid localization techniques evolved in the past decade? Insights from a single-center experience.

The standardization of preoperative imaging in primary hyperparathyroidism is one of the current challenges of endocrine surgery. A correct localization of the hypersecretory gland by neck ultrasound and 99mTc-sestamibi (MIBI) scintigraphy are not sufficiently sensitive in some cases. In recent years, CT-4D, 18F-Fluorocholine PET/CT, and radio-guided parathyroidectomy have come into common use.

The use of green synthesized TiO/MnO nanoparticles in solar power membranes for pulp and paper industry wastewater treatment.

The pulp and paper manufacturing wastewater is as complicated as any other industrial effluent. A promising approach to treating water is to combine photocatalysis and membrane processes. This paper demonstrates a novel photocatalytic membrane technique for solar-powered water filtration.

A review of recent progress in alginate-based nanocomposite materials for tissue engineering applications.

Integrating nanotechnology with tissue engineering has revolutionized biomedical sciences, enabling the development of advanced therapeutic strategies. Tissue engineering applications widely utilize alginate due to its biocompatibility, mild gelation conditions, and ease of modification. Combining different nanomaterials with alginate matrices enhances the resulting nanocomposites' physicochemical properties, such as mechanical, electrical, and biological properties, as well as their surface area-to-volume ratio, offering significant potential for tissue engineering applications.

Impact of Frailty on Surgical Outcomes of Patients With Cushing Disease Using the Multicenter Registry of Adenomas of the Pituitary and Related Disorders Registry.

Background And Objectives: Despite growing interest in how patient frailty affects outcomes (eg, in neuro-oncology), its role after transsphenoidal surgery for Cushing disease (CD) remains unclear. We evaluated the effect of frailty on CD outcomes using the Registry of Adenomas of the Pituitary and Related Disorders (RAPID) data set from a collaboration of US academic pituitary centers.

Methods: Data on consecutive surgically treated patients with CD (2011-2023) were compiled using the 11-factor modified frailty index.

Adropin/Tirzepatide Combination Mitigates Cardiac Metabolic Aberrations in a Rat Model of Polycystic Ovarian Syndrome, Implicating the Role of the AKT/GSK3β/NF-κB/NLRP3 Pathway.

Polycystic ovarian syndrome (PCOS) is a multifaceted metabolic and hormonal disorder in females of reproductive age, frequently associated with cardiac disturbances. This research aimed to explore the protective potential of adropin and/or tirzepatide (Tirze) on cardiometabolic aberrations in the letrozole-induced PCOS model. Female Wistar non-pregnant rats were allotted into five groups: CON; PCOS; PCOS + adropin; PCOS + Tirze; and PCOS + adropin+ Tirze.

Neutrophils to lymphocytes ratio as a predictor of BCG response in non-muscle invasive bladder cancer.

Aim: To evaluate the role of preoperative neutrophils to lymphocytes ratio (NLR) as a predictor for the response to BCG in patients with non-muscle invasive bladder cancer (NMIBC).

Materials: Nighty six patients with NMIBC were prospectively included in our study. Our study population was classified into two groups, based on pre-operative (NLR) either ⩽ or > 3.

Demographic factors, knowledge, attitude and perception and their association with nursing students' intention to use artificial intelligence (AI): a multicentre survey across 10 Arab countries.

Background: Artificial intelligence (AI) is becoming increasingly important in healthcare, with a significant impact on nursing practice. As future healthcare practitioners, nursing students must be prepared to incorporate AI technologies into their job. This study aimed to explore the associated factors with nursing students' intention to use AI.

Herbal Medicine in Three Different Mediterranean Living Areas During the COVID-19 Pandemic: The Role of Polyphenolic-Rich Thyme-like Plants.

Despite herbal medicine being popular across the Mediterranean basin, there is no evidence in favor of COVID-19 infection. This study investigates the utilization and effects of medicinal plants in Italy, Lebanon, and Tunisia during COVID-19 and its effects on post-COVID-19 pandemics. We used a tailored, web-based "Google Form" questionnaire with the random sampling method.

When recombinant proteins go wrong: The hidden pitfall of recombinant protein contamination.

Recombinant proteins are critical tools in research; however, their purity is often assumed rather than verified, leading to potential experimental errors. This study aimed to investigate the inflammatory role of recombinant human IL-17F in dermal fibroblasts. Unexpectedly, we discovered with Western blot that recombinant IL-17F from the supplier was contaminated with IL-4, leading to unintended stimulatory effects such as STAT6 phosphorylation and gene induction of CCL26 and IL4R.

Digital dermatitis in dairy cattle in Egypt: Herd-level risk factors and Treponema spp. prevalence across lesion M-scores.

Digital dermatitis (DD) is an infectious disease of the digital skin of dairy cows that is associated with compromised animal welfare and significant economic losses. The hind feet of 16,098 dairy cows from 55 herds were examined in the milking parlor, and DD lesions identified were classified using the M-score system and swabbed for PCR testing. Swabs were also collected from hind feet with normal digital skin for comparison.

Fabrication and assessment of performance of clay based ceramic membranes impregnated with CNTs in dye removal.

In this research, flat disk clay-based ceramic membranes were fabricated and optimized for use in the treatment of wastewater contaminated with dye. The properties of the fabricated membranes were assessed to optimize the fabrication conditions, namely, the firing temperature (1150 °C, 1200 °C, and 1250 °C), soaking time (30 min and 60 min) and zeolite percentage (0%, 10%, and 20%). On the other hand, the rejection of methylene blue dye (MB) and acid fuchsin dye (AF) was studied.

Combination therapy of systemic and local metformin improves imiquimod-induced psoriasis-like lesions with type 2 diabetes: the role of AMPK/KGF/STAT3 axis.

Context: Insulin resistance and a disturbed lipid profile are common associations with type 2 diabetes mellitus (T2DM) and different skin diseases, particularly psoriasis (PsO).

Objectives: We investigated potential therapeutic mechanisms of metformin in a murine animal model of psoriasiform lesions in T2DM.

Materials And Methods: Forty-two rats were randomly divided into control, PsO, and type II DM (T2DM) groups.

The Role of MicroRNAs and Stem cells in Rheumatoid Arthritis: A Therapeutic and Diagnostic Approach.

In autoimmune illnesses like Rheumatoid Arthritis (RA), the synovium is constantly inflamed, and joints are ruptured. It is becoming increasingly clear that stem cells, especially notably mesenchymal stem cells (MSCs) and microRNAs (miRNAs), play important roles in the onset and amelioration of RA. There is mounting evidence from both animal and human studies that suggests a potentially safe and effective method to treat RA and other intractable diseases by reducing chronic inflammation and spurring tissue regeneration through the transplantation of multipotent adult stem cells, such as mesenchymal stromal/stem cells.

The heat shock protein 90 inhibitor RGRN-305 attenuates SARS-CoV-2 spike protein-induced inflammation in vitro but lacks effectiveness as COVID-19 treatment in mice.

The inhibition of heat shock protein 90 (HSP90), a molecular chaperone, has been proposed to be a potential novel treatment strategy for Coronavirus disease 2019 (COVID-19). In contrast to other studies, our data demonstrated that RGRN-305, a HSP90 inhibitor, exacerbated the cytopathic effect and did not reduce the viral shedding in VeroE6-hTMPRSS2 cells infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Likewise in a murine model of SARS-CoV-2, transgenic mice treated orally with RGRN-305 exhibited reduced survival by the end of the experiment (day 12) as 14% (1/7) survived compared to 63% (5/8) of those treated with drug-vehicle.

Assessment of attention-deficit / hyperactivity disorder signs among Palestinian school-age children.

Purpose: The study aimed to identify the prevalence of Attention-Deficit / Hyperactivity Disorder (ADHD) signs exhibited in Palestinian school-age students while comparing their sociodemographic characteristics.

Design And Methods: A cross-sectional descriptive correlation study was conducted. The study included children aged 6-12 in West Bank schools, without a previous ADHD diagnoses or other neurodevelopmental disorders.