The chemical informatics analysis of these compounds in combination with their known mechanisms of action have revealed a set of target proteins such as HSP90, HDAC, ARK1, PI3K, S-adenosylhomocysteine hydrolase (SAHH), and thioredoxin reductase that are crucial for the growth and survival of malaria. This evidence concerns the gene AHCY and malaria.