Nanotechnology and LSTM machine learning algorithms in advanced fuel spray dynamics in CI engines with different bowl geometries.

This study explores the integration of nanotechnology and Long Short-Term Memory (LSTM) machine learning algorithms to enhance the understanding and optimization of fuel spray dynamics in compression ignition (CI) engines with varying bowl geometries. The incorporation of nanotechnology, through the addition of nanoparticles to conventional fuels, improves fuel atomization, combustion efficiency, and emission control. Simultaneously, LSTM models are employed to analyze and predict the complex spray behavior under diverse operational and geometric conditions.

-Methyl-d-Aspartate-Induced Excitotoxicity and Its Impact on the Renin-Angiotensin System in Retinal Tissue.

Renin-angiotensin system (RAS) is expressed in neuronal tissue and plays a role in neurodegenerative diseases involving excitotoxicity as a pathophysiological mechanism. In retina, excessive excitatory neurotransmission via -methyl-d-aspartate (NMDA) receptors underlies neuronal apoptosis in conditions like glaucoma. However, it is not known if NMDA-mediated excitotoxicity alters retinal RAS expression.

The Renewing Intimacy and SExuality Intervention for Female Cancer Survivors: A Feasibility Study.

Purpose: This study examined the feasibility and acceptability of a three-session, psychological-based intervention to improve intimacy and sexuality outcomes among women with breast and gynaecologic cancer in Singapore.

Method: Patients from outpatient oncology clinics completed screeners for marital and sexual distress. Those who endorsed either marital or sexual distress were invited into the study, and were randomized to receive the intervention immediately or be waitlisted.

Visible light- and dark-driven degradation of palm oil mill effluent (POME) over g-CN and photo-rechargeable WO.

The investigations of real industrial wastewater, such as palm oil mill effluent (POME), as a recalcitrant pollutant remain a subject of global water pollution concern. Thus, this work introduced the preparation and modification of g-CN and WO at optimum calcination temperature, where they were used as potent visible light-driven photocatalysts in the degradation of POME under visible light irradiation. Herein, g-CN-derived melamine and WO photocatalyst were obtained at different calcination temperatures in order to tune their light absorption ability and optoelectronics properties.

Role of TGF-β1/SMADs signalling pathway in resveratrol-induced reduction of extracellular matrix deposition by dexamethasone-treated human trabecular meshwork cells.

Deposition of extracellular matrix (ECM) in the trabecular meshwork (TM) increases aqueous humour outflow resistance leading to elevation of intraocular pressure (IOP) in primary open-angle glaucoma, which remains the only modifiable risk factor. Resveratrol has been shown to counteract the steroid-induced increase in IOP and increase the TM expression of ECM proteolytic enzymes; however, its effects on the deposition of ECM components by TM and its associated pathways, such as TGF-β-SMAD signalling remain uncertain. This study, therefore, explored the effects of -resveratrol on the expression of ECM components, SMAD signalling molecules, plasminogen activator inhibitor-1 and tissue plasminogen activator in dexamethasone-treated human TM cells (HTMCs).