From Classical PKPD to Model‐Informed Drug Development: Are “Digital Twins” a New Paradigm?

Quantitative pharmacology has guided drug development for decades, turning concentration and response data into mechanistic models that support dosing, trial design, and regulatory decisions. Model-informed drug development (MIDD) did not replace pharmacokinetic and pharmacodynamic (PKPD) modeling so much as formalize it across the lifecycle. Today, "digital twins" are often promoted as a new paradigm, yet most proposed features mirror established pharmacometrics: individual-level simulation, sequential updating, and decision-focused uncertainty analysis. The fundamentals remain unchanged, and identifiability still sets hard limits.

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Publication Details

Journal
Clinical Pharmacology & Therapeutics
Published
2026-05-21
DOI
https://doi.org/10.1002/cpt.70340
Primary Topic
Statistical Methods in Clinical Trials
Type
article
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article

From Classical PKPD to Model‐Informed Drug Development: Are “Digital Twins” a New Paradigm?

Brett E. Houk
Clinical Pharmacology & Therapeutics
Statistical Methods in Clinical Trials
article

From Classical PKPD to Model‐Informed Drug Development: Are “Digital Twins” a New Paradigm?

Brett E. Houk
article en

Abstract

Quantitative pharmacology has guided drug development for decades, turning concentration and response data into mechanistic models that support dosing, trial design, and regulatory decisions. Model-informed drug development (MIDD) did not replace pharmacokinetic and pharmacodynamic (PKPD) modeling so much as formalize it across the lifecycle. Today, "digital twins" are often promoted as a new paradigm, yet most proposed features mirror established pharmacometrics: individual-level simulation, sequential updating, and decision-focused uncertainty analysis. The fundamentals remain unchanged, and identifiability still sets hard limits.

Clinical Pharmacology & Therapeutics
Amgen (United States) (US)
Openalex Percentile: Top 5%
Statistical Methods in Clinical Trials
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