AI Technology in Marine drugs related re... - tlooto, The Most Powerful AcademicGPT

Artificial intelligence (AI) technologies have increasingly become pivotal in marine drug discovery, providing innovative solutions to challenges traditionally faced in exploring the vast chemical diversity of marine natural products (MNPs). Marine environments harbor a unique reservoir of bioactive compounds, notably secondary metabolites produced by diverse organisms such as bacteria, fungi, algae, sponges, and corals, many of which have demonstrated promising pharmacological activities including anticancer, antibacterial, antiviral, and anti-inflammatory effects [1][2][3]. A fundamental obstacle in marine drug research lies in the complexity and scale of chemical and biological data. Conventional bioassay-guided isolation and structural elucidation approaches are often time-consuming, labor-intensive, and limited by the supply of marine samples. AI addresses these limitations by enabling efficient data processing, pattern recognition, and predictive modeling to expedite lead identif