A staff of mathematicians and pharmaceutical scientists collaborated to determine the key explanation for the low accuracy of the equation within the FDA steering used to foretell drug-drug interplay by an enzyme (cytochrome P450, CYP) induction mediation. To beat the basic restrict of the traditional equation, the scientists derived a brand new equation primarily based on a mathematical concept. This dramatically improved the accuracy of the prediction to find out potential drug-drug interactions, which is crucial in stopping drug failure and bringing about new drug improvement.