A critical synthesis of data from both natural product bioactivity catalogues and methodology reviews is provided to evaluate the translational feasibility of selected natural products with respect to their selectivity index and tiered classification for in vivo validation purposes.
Debajyoti Roy, Pitam Ghosh, Maitrayee Ghosh et al.· Mini-Reviews in Medical Chem...· 0 citations
Alzheimer’s disease (AD) is a chronic, progressive neurodegenerative disorder predominantly affecting 47 million people worldwide. Dysregulation of BACE-1, the initiating enzyme in the amyloidogenic cascade, plays a pivotal role in AD pathogenesis. Conventional anticholinesterase inhibitors can only provide symptomat...
Pitam Ghosh, Ryena Dhir, Dinki Sharma et al.· Journal of Computational Bio...· 0 citations
This review focuses on the AI-based approaches for target discovery, virtual screening, molecular generation, lead optimization, retro-synthesis, and structural modeling while also addressing issues of dataset bias, reproducibility, and real-world applicability.