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Early diagnostics of fibromyalgia: an overview of the challenges and opportunities.
Expert Rev Mol Diagn
January 2025
Chief of Rheumatology, Department of Internal Medicine, Division of Rheumatology, Dell Medical School, The University of Texas, Austin, TX, USA.
Introduction: Fibromyalgia is a common pain disorder with features of widespread musculoskeletal pain, fatigue, disrupted sleep, cognitive dysfunction, autonomic dysfunction, and mood disorders. Despite its high prevalence and significant impact on quality of life, the diagnosis and management of fibromyalgia remain challenging. Advancements in classification and diagnostics in broad areas have improved our understanding and treatment approach for this condition.
View Article and Find Full Text PDFBrain fingerprint and subjective mood state across the menstrual cycle.
Front Neurosci
December 2024
Institut de Neurosciences des Systèmes, Aix-Marseille Université, Marseille, France.
Background: Brain connectome fingerprinting represents a recent and valid approach in assessing individual identifiability on the basis of the subject-specific brain functional connectome. Although this methodology has been tested and validated in several neurological diseases, its performance, reliability and reproducibility in healthy individuals has been poorly investigated. In particular, the impact of the changes in brain connectivity, induced by the different phases of the menstrual cycle (MC), on the reliability of this approach remains unexplored.
View Article and Find Full Text PDFFlavorMiner: a machine learning platform for extracting molecular flavor profiles from structural data.
J Cheminform
December 2024
Grupo de Diseño de Productos y Procesos (GDPP), Department of Chemical and Food Engineering, Universidad de los Andes, 111711, Bogotá, Colombia.
Flavor is the main factor driving consumers acceptance of food products. However, tracking the biochemistry of flavor is a formidable challenge due to the complexity of food composition. Current methodologies for linking individual molecules to flavor in foods and beverages are expensive and time-consuming.
View Article and Find Full Text PDFThe efficacy of Diamond™ nucleic acid dye-stained cell counting techniques for forensic application.
Sci Justice
November 2024
College of Science and Engineering, Flinders University, Bedford Park, South Australia, Australia.
Touch DNA is one of the most common types of biological material collected during criminal investigations. Diamond™ Nucleic Acid Dye (DD) has been shown to aid in touch sample visualisation and target sampling. It has also been used as a method of shedder categorisation that is cheaper and quicker than DNA methods.
View Article and Find Full Text PDFDiscovery of Vascular Endothelial Growth Factor Receptor 2 Inhibitors Employing Junction Tree Variational Autoencoder with Bayesian Optimization and Gradient Ascent.
ACS Omega
November 2024
Faculty of Pharmacy, University of Medicine and Pharmacy at Ho Chi Minh City, 41 Dinh Tien Hoang, District 1, Ho Chi Minh City 700000, Vietnam.
In the development of anticancer medications, vascular endothelial growth factor receptor 2 (VEGFR-2), which belongs to the protein tyrosine kinase family, emerges as one of the most significant targets of interest. The ongoing Food and Drug Administration (FDA) approval of novel therapeutic medicines toward VEGFR-2 emphasizes the urgent need to discover sophisticated molecular structures that are capable of reliably limiting VEGFR-2 activity. Recognizing the huge potential of deep-learning-based molecular model advancements, we focused our study on exploring the chemical space to find small molecules potentially inhibiting VEGFR-2.
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