Predicting Accurately to De-Risk Early Development

An exposure-driven, translational approach, linking early ADME with biomarker discovery, can help teams define the therapeutic window long before lead candidate nomination, according to Hong Wan from BioDuro.

The margin for error within drug development is becoming ever narrower, as R&D costs continue to rise, competition pressures intensify, and regulatory expectations grow. As a result, industry is looking at improvements earlier in the development lifecycle that can help to reduce potential attrition later on and, ultimately, improve the prospects for commercial success.

In this exclusive interview, The Pharma Navigator sits down with Hong Wan, Senior Vice President, DMPK, BioDuro, to discuss the integration of early absorption, distribution, metabolism, and excretion (ADME) data with biomarker discovery, the new parameters to prioritize in light of increasing therapeutic complexity, and the potential predictive power of Organ-on-a-Chip and organoid technologies.

How are early ADME data being integrated with biomarker discovery to build more accurate 'therapeutic window' models before a lead candidate enters the clinic?

Early ADME data are integrated with biomarker discovery through an exposure-driven, translational approach that links pharmacokinetics, target engagement, and biological response. In vitro ADME data are used to predict in vivo PK and guide compound selection, while in vivo PK studies confirm exposure–time relationships across species. This PK understanding informs the design of relevant toxicology studies at clinically meaningful exposures and the selection of in vivo efficacy models in which biomarker or PD readouts can be quantitatively correlated with systemic or tissue exposure.

By integrating exposure, biomarker response, and emerging safety signals into early PK/PD models, teams can estimate safety margins and construct more accurate therapeutic window projections prior to lead candidate nomination and clinical entry.

With the rise of proteolysis targeting chimeras (PROTACs), X-drug conjugates (XDCs), and large-volume biologics, what new parameters must be prioritized in early-stage metabolism studies that traditional assays might miss?

BioDuro supports biotechs during lead optimization by contributing to compound design, synthetic route development, biological evaluation, and DMPK profiling. In addition, our platforms with catalyst screening, photochemistry, flow chemistry and library synthesis enablement allows for rapid problem solving to move projects forward. 

Single site location for cross-functional collaboration between discovery chemistry, biology, and pharmacokinetics allows for reduced cycle time and timely data generation, allowing for rapid decision-making. This integrated approach, with a single project manager POC, also enables efficient progression from lead optimization to preclinical candidate selection, including the ability to conduct in vivo PK and PK/PD studies when appropriate.

How are 'Organ-on-a-Chip' or 3D organoid technologies being integrated into early toxicology screening?

Involving a CDMO like BioDuro at the stage of preclinical candidate selection is often beneficial. This is the appropriate time to introduce the compound to the process development and pre-formulation teams, who can begin evaluating manufacturability and formulation strategies. Early involvement helps reduce later-stage risks and supports a smoother handoff into IND-enabling studies.

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