The roles of patient-derived xenograft models and artificial intelligence toward precision medicine.

Patient-derived xenografts (PDX) involve transplanting patient cells or tissues into immunodeficient mice, offering superior disease models compared with cell line xenografts and genetically engineered mice. In contrast to traditional cell-line xenografts and genetically engineered mice, PDX models harbor the molecular and biologic features from the original patient tumor and are generationally stable. This high fidelity makes PDX models particularly suitable for preclinical and coclinical drug testing, therefore better predicting therapeutic efficacy.

Goal-directed learning is multidimensional and accompanied by diverse and widespread changes in neocortical signaling.

New tasks are often learned in stages with each stage reflecting a different learning challenge. Accordingly, each learning stage is likely mediated by distinct neuronal processes. And yet, most rodent studies of the neuronal correlates of goal-directed learning focus on individual outcome measures and individual brain regions.

Stem Cell Interventions in the Treatment of Alzheimer's Disease.

Alzheimer's disease (AD), an inexorable neurodegenerative ailment marked by cognitive impairment and neuropsychiatric manifestations, stands as the foremost prevailing form of dementia in the geriatric population. Its pathological signs include the aggregation of amyloid proteins, hyperphosphorylation of tau proteins, and the consequential loss of neural cells. The etiology of AD has prompted the formulation of numerous conjectures, each endeavoring to elucidate its pathogenesis.

Long Non-Coding RNAs (lncRNAs) in Heart Failure: A Comprehensive Review.

Heart failure (HF) is a widespread cardiovascular condition that poses significant risks to a wide spectrum of age groups and leads to terminal illness. Although our understanding of the underlying mechanisms of HF has improved, the available treatments still remain inadequate. Recently, long non-coding RNAs (lncRNAs) have emerged as crucial players in cardiac function, showing possibilities as potential targets for HF therapy.