Assessment of Life Form and Adaptive Capacity of Coral Reef Ecosystem in Tanjung Tiram Waters, Southeast Sulawesi.

<b>Background and Objective:</b> The coastal areas of Southeast Sulawesi are households of rich coastal ecosystems, which provide precious ecosystem services for society, but recent conditions might be suffered by various natural and anthropogenic pressures. This study aimed to elucidate the life forms and adaptive capacity of the coral reefs ecosystem in the Tanjung Tiram waters, as one of the potential tourist places in Southeast Sulawesi. <b>Materials and Methods:</b> Observation of the life form and adaptive capacity of coral reefs was carried out using the LIT (line intercept transect) method.

Artificial Intelligence in Decrypting Cytoprotective Activity under Oxidative Stress from Molecular Structure.

Artificial intelligence (AI) is widely explored nowadays, and it gives opportunities to enhance classical approaches in QSAR studies. The aim of this study was to investigate the cytoprotective activity parameter under oxidative stress conditions for indole-based structures, with the ultimate goal of developing AI models capable of predicting cytoprotective activity and generating novel indole-based compounds. We propose a new AI system capable of suggesting new chemical structures based on some known cytoprotective activity.