Article
Phenotypic response surface-guided pharmacotherapy for personalized combination treatment in complex diseases.
Expert opinion on pharmacotherapy - 1 Apr 2026
Khan Khalil Atif Ali, Saeed Akhtar Muhammad, Zaman Wajid, Amin Adnan, Ali Sajid
Abstract excerpt
INTRODUCTION: Optimizing multidrug regimens for complex diseases remains a major challenge in precision medicine because responses are shaped by interpatient heterogeneity, nonlinear drug interactions, and incomplete mechanistic knowledge. Phenotypic Response Surfaces (PRS) have emerged as a promising computational and translational framework for guiding pharmacotherapy by linking phenotypic information with the...
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