HIV OctaScanner: A Machine Learning Approach to Unveil Proteolytic Cleavage Dynamics in HIV-1 Protease Substrates.

The rise of resistance to antiretroviral drugs due to mutations in human immunodeficiency virus-1 (HIV-1) protease is a major obstacle to effective treatment. These mutations alter the drug-binding pocket of the protease and reduce the drug efficacy by disrupting interactions with inhibitors. Traditional methods, such as biochemical assays and structural biology, are crucial for studying enzyme function but are time-consuming and labor-intensive.

Correction: Nanocellulose/wood ash-reinforced starch-chitosan hydrogel composites for soil conditioning and their impact on pea plant growth.

[This corrects the article DOI: 10.1039/D3RA08725E.].

Citronellol Induces Apoptosis via Differential Regulation of Caspase-3, NF-κB, and JAK2 Signaling Pathways in Glioblastoma Cell Line.

Citronellol (CT) is a naturally occurring lipophilic monoterpenoid which has shown anticancer effects in numerous cancerous cell lines. This study was, therefore, designed to examine CT's potential as an anticancer agent against glioblastoma (GBM). Network pharmacology analysis was employed to identify potential anticancer targets of CT.

Synergistic Beneficial Effects of Flaxseed ( L.) Oil and Olive ( L.) Oil Against Metabolic Dysfunction Associated Fatty Liver and Its Complications.

Flaxseed and olive oil effectively treat numerous diseases and health conditions, particularly metabolic disorders. Traditional medicine has used both oils for managing cardiovascular disease, diabetes, gastrointestinal dysfunctions, metabolic-dysfunction-associated fatty liver disease (MAFLD), obesity, and more. This review explores the bioactive and polyphenolic compounds in flaxseed and olive oils that provide anti-inflammatory, antioxidant, anti-microbial, hepatoprotective, cardioprotective, antidiabetic, and gastroprotective benefits.

Novel Transfer Learning Approach for Detecting Infected and Healthy Maize Crop Using Leaf Images.

Maize is a staple crop worldwide, essential for food security, livestock feed, and industrial uses. Its health directly impacts agricultural productivity and economic stability. Effective detection of maize crop health is crucial for preventing disease spread and ensuring high yields.

An Insight Into the Phytochemical Composition, Cardioprotective, and Antioxidant Characteristics of Small Knotweed ( R. Br.) Extract and Its Derived Fractions.

, a member of the Polygonaceae family, is commonly known as small knotweed and has been traditionally used to treat various ailments, including cough, gastrointestinal disorders, respiratory infections, liver disease, inflammation, dysentery, eczema and ringworms, and other skin conditions. Many studies have suggested that plants belonging to this genus possess strong cardio-protective potentials. Rats were pre-treated with crude methanolic extract and other fractions at a dose of 500 mg/kg followed by administration of Isoproterenol hydrochloride after 24 h for 2 days.

Insights Into the Clinical Learning Curve: Student Experiences in Prosthodontics Education.

Background The dental faculty must understand the challenges students face in prosthodontics to enhance education and meet patient care demands. This study explored final-year Bachelor of Dental Surgery (BDS) students' perceptions, study methods, and clinical application of knowledge, identifying gaps in translating theory to practice, skill acquisition, and curriculum alignment. Insights guide improvements in mentorship, hands-on training, and active learning to enhance clinical preparedness.

Analysis of the genome data of UOL-KIMZ-24, exhibiting multiple drug resistance through efflux pumps.

is a well-known opportunistic pathogen, responsible for various nosocomial infections. UOL-KIMZ-24 was previously isolated from a clinical specimen, collected from Lahore General Hospital, Lahore (LGH), Pakistan, dated 3rd March, 2022. During the initial screening for antimicrobial susceptibility, the UOL-KIMZ-24 was found a multiple drug resistant (MDR) strain.

Efficacy and Safety of Ileal Bile Acid Transport Inhibitors in Inherited Cholestatic Liver Disorders: A Meta-analysis of Randomized Controlled Trials.

Background: Inherited cholestatic liver disorders such as progressive familial intrahepatic cholestasis (PFIC) and Alagille syndrome result in significant pruritus and increased serum bile acids, necessitating liver transplantation. This study aims to evaluate the efficacy and safety of Ileal bile acid transport inhibitors (IBATIs) in children with PFIC and Alagille syndrome.

Methods: We conducted a comprehensive search across the databases to identify relevant randomized controlled trials (RCTs), and Covidence was used to screen eligible articles.

Comparative Transcriptomic and Physiological Analysis of Extremophilic and Non-Extremophilic Fungi in Bioremediation of Cadmium (Cd) and Strontium (Sr).

Heavy metal and nuclide contamination pose increasing threats to the environment and public health. In this study, a comparative analysis was conducted on the bioremediation capabilities of the halophilic fungus Engyodontium album (E. album) and the non-halophilic fungus Trichoderma reesei (T.

A python approach for prediction of physicochemical properties of anti-arrhythmia drugs using topological descriptors.

In recent years, machine learning has gained substantial attention for its ability to predict complex chemical and biological properties, including those of pharmaceutical compounds. This study proposes a machine learning-based quantitative structure-property relationship (QSPR) model for predicting the physicochemical properties of anti-arrhythmia drugs using topological descriptors. Anti-arrhythmic drug development is challenging due to the complex relationship between chemical structure and drug efficacy.

Solar Light-Driven Efficient Degradation of Organic Pollutants Mediated by S-Scheme MoS@TiO-Layered Structures.

This study focuses on achieving high photocatalytic activity using MoS/TiO heterostructures (MOT). To this end, MoS and TiO were synthesized by employing hydrothermal synthesis techniques, and then MoS/TiO heterostructures were synthesized by using 1:1, 1:2, 1:3, and 1:4 ratios of MoS and TiO, respectively. While the structural and electronic changes for the 1:2 and 1:3 ratios were relatively minor, significant modifications in bandgaps and morphology were observed for the 1:1 and 1:4 ratios.

Identifying genetic susceptibility loci associated with human coronary artery disease.

Coronary artery disease (CAD) is a multigenic condition influenced by both nature and nurture (60% to 40%). Prognosis of CAD is based on familial patterns. This study examined and analyzed the susceptibility of CAD to genetic variants in various Pakistani families.

Novel deep neural network architecture fusion to simultaneously predict short-term and long-term energy consumption.

Energy is integral to the socio-economic development of every country. This development leads to a rapid increase in the demand for energy consumption. However, due to the constraints and costs associated with energy generation resources, it has become crucial for both energy generation companies and consumers to predict energy consumption well in advance.

Growth suppressing effect of extracts on cancerous cell line.

Homeostasis of tissues requires a complex balance between cell proliferation and cell death. The disruption of this balance leads to tumors. Cancer is a mortal disease that spreads all over the body, it is an irregular cell growth.

Microbial and chemically induced reductive dechlorination of polychlorinated biphenyls in the environment.

Polychlorinated biphenyls (PCBs) are persistent organic pollutants and are emitted during e-waste activities. Once they enter into the environment, PCBs could pose toxic effects to environmental compartments and public health. Reductive dechlorination offers a sustainable solution to manage the PCBs-contaminated environment.

Green-synthesized silver nanoparticle-enhanced nanofiltration mixed matrix membranes for high-performance water purification.

This study presents the fabrication and characterization of mixed matrix membranes (MMMs) incorporating green-synthesized silver nanoparticles (AgNPs) using Hibiscus Rosa sinensis extract within a polyethersulfone (PES) matrix for nanofiltration (NF) application. The membranes were evaluated for their pure water permeability, salt rejection, dye removal, and antifouling performance. Results showed that the membrane with 0.

A significance of micro-motile organism's flow of nanofluid for heat transportation with thermal radiations.

The ability of nanofluids to improve heat transmission in thermal systems is well established. This work investigates the three-dimensional theoretical behavior of Darcy-Forchheimer nanofluids in tilted magnetohydrodynamics. In this study, the Soret effect, micro-motile organisms, thermophoresis, and heat radiation are also considered.

Unveiling nature's antidiabetic potential in Berberis orthobotrys seeds for alloxan-induced diabetic rats.

To illustrate the anti-diabetic properties of Berberis orthobotrys seeds was the aim of the current study. After a series of experiments, two doses of aqueous methanolic extract of the seeds were selected i.e.

Statistical optimization of pectinases from thermophilic Aspergillus fumigatus BT-4 employing response surface methodology through submerged fermentation using agricultural wastes.

Background: In this study, thermophilic pectinase-producing strains were isolated. Among all the isolates, strain No. 4 was identified as Aspergillus fumigatus BT-4 based on its morphology and 18 S rDNA analysis.

Novel transfer learning based bone fracture detection using radiographic images.

A bone fracture is a medical condition characterized by a partial or complete break in the continuity of the bone. Fractures are primarily caused by injuries and accidents, affecting millions of people worldwide. The healing process for a fracture can take anywhere from one month to one year, leading to significant economic and psychological challenges for patients.

Noether and partial Noether approach for the nonlinear (3+1)-dimensional elastic wave equations.

The Lie group method is a powerful technique for obtaining analytical solutions for various nonlinear differential equations. This study aimed to explore the behavior of nonlinear elastic wave equations and their underlying physical properties using Lie group invariants. We derived eight-dimensional symmetry algebra for the (3+1)-dimensional nonlinear elastic wave equation, which was used to obtain the optimal system.

P-Dopant with Spherical Anion for Stable n-i-p Perovskite Solar Cells.

Li-TFSI/t-BP is the most widely utilized p-dopant for hole-transporting materials (HTMs) in state-of-the-art perovskite solar cells (PSCs). However, its nonuniformity of doping, along with the hygroscopicity and migration of dopants, results in the devices that exhibit limited stability and performance. This study reports the use of a spherical anion of the p-dopant, regulated by its radius and shape, as an alternative to the linear TFSI- anion.

A novel energy pattern factor-based optimized approach for assessing Weibull parameters for wind power applications.

One of the green, clean, and environment-friendly sources of energy is wind energy. For the assessment of wind energy potential, the parameters of the probability distribution function (PDF), i.e.

Deep learning-based automation for segmentation and biometric measurement of the gestational sac in ultrasound images.

Introduction: Monitoring the morphological features of the gestational sac (GS) and measuring the mean sac diameter (MSD) during early pregnancy are essential for predicting spontaneous miscarriage and estimating gestational age (GA). However, the manual process is labor-intensive and highly dependent on the sonographer's expertise. This study aims to develop an automated pipeline to assist sonographers in accurately segmenting the GS and estimating GA.