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Artificial Intelligence in Retrosynthesis Prediction and its Applications in Medicinal Chemistry.
J Med Chem
January 2025
Medicinal Chemistry and Bioinformatics Center, Shanghai Jiao Tong University School of Medicine, Shanghai 200025, China.
Retrosynthesis is a strategy to analyze the synthetic routes for target molecules in medicinal chemistry. However, traditional retrosynthesis predictions performed by chemists and rule-based expert systems struggle to adapt to the vast chemical space of real-world scenarios. Artificial intelligence (AI) has revolutionized retrosynthesis prediction in recent decades, significantly increasing the accuracy and diversity of predictions for target compounds.
View Article and Find Full Text PDFGrowth hormone-releasing hormone signaling and manifestations within the cardiovascular system.
Rev Endocr Metab Disord
January 2025
Interdisciplinary Stem Cell Institute, University of Miami Miller School of Medicine, Biomedical Research Building, 1501 N.W. 10th Avenue, Room 908, Miami, FL, 33136, USA.
Growth hormone (GH)-releasing hormone (GHRH), a hypothalamic peptide initially characterized for its role in GH regulation, has gained increasing attention due to its GH-independent action on peripheral physiology, including that of the cardiovascular system. While its effects on the peripheral vasculature are still under investigation, GHRH and synthetic agonists have exhibited remarkable receptor-mediated cardioprotective properties in preclinical models. GHRH and its analogs enhance myocardial function by improving contractility, reducing oxidative stress, inflammation, and offsetting pathological remodeling.
View Article and Find Full Text PDFIron oxide nanoparticles coated with bioactive materials: a viable theragnostic strategy to improve osteosarcoma treatment.
Discov Nano
January 2025
School of Biosciences and Technology, Vellore Institute of Technology, Vellore, Tamil Nadu, 632014, India.
Osteosarcoma (OS) is distinguished as a high-grade malignant tumor, characterized by rapid systemic metastasis, particularly to the lungs, resulting in very low survival rates. Understanding the complexities of tumor development and mutation is the need of the hour for the advancement of targeted therapies in cancer care. A significant innovation in this area is the use of nanotechnology, specifically nanoparticles, to tackle various challenges in cancer treatment.
View Article and Find Full Text PDFPrinciples, challenges, and advances in ribosome profiling: from bulk to low-input and single-cell analysis.
Adv Biotechnol (Singap)
December 2023
Bone Marrow Transplantation Center, the First Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.
Ribosome profiling has revolutionized our understanding of gene expression regulation by providing a snapshot of global translation in vivo. This powerful technique enables the investigation of the dynamics of translation initiation, elongation, and termination, and has provided insights into the regulation of protein synthesis under various conditions. Despite its widespread adoption, challenges persist in obtaining high-quality ribosome profiling data.
View Article and Find Full Text PDFQualitative Metascience: A Framework for Cultivating Healthier and More Translationally Impactful Neuroscience-Neuroethics Research Ecosystems.
AJOB Neurosci
January 2025
The Stanley Center for Psychiatric Research, The Broad Institute of MIT, McLean Hospital, Mass General Brigham, and Harvard.
Navigating the demands of translational research requires not only addressing scientific issues, but also managing conflicting sociopolitical, cultural, psychosocial, epistemic, and ethical relationships across diverse communities and academic disciplines. Data and analysis of intensive interviews on these phenomena with researchers are presented here, which led to the co-design of a larger, ongoing study in a neuropsychiatric research community. The results generated a set of hypotheses-particularly regarding conflicts and challenges at the neuroscience-neuroethics interface as experienced by neuroscientists-which have not been fully articulated or examined in the neuroethics literature.
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