To predict the activity of a viable compound, knowledge of structure activity of the compound with biological activities is required.
This can be applied to detect the effect of the compound on pharmoco - therapeutics, biochemical mechanisms, adverse toxic effects, effect of the compound on gene regulation/ expression, transporter related activities like in case of sodium and calcium exchanger inhibitors, natural compound effects, and finally the safety assessment of the compound.