什么是 Simcyp Discovery 及其如何支持药物发现？

Simcyp is a PBPK modeling software suite that supports drug development across the lifecycle, with three flagship products: Simcyp Simulator, Simcyp Discovery, and Simcyp Biopharmaceutics. Simcyp Discovery is tailored for small molecule discovery and translational scientists.

Compared to other drug discovery tools, Simcyp provides a continuous PBPK workflow across drug discovery and development. Early investment in PBPK modeling through Simcyp Discovery enables model reusability and scalability across development milestones.

Integrating PBPK modeling in drug discovery enables teams to:

• Integrate all available discovery data (in vitro, early in vivo, and physicochemical properties) into a single mechanistic framework, even when data is sparse.
• Translate in vitro findings to in vivo prediction more confidently, potentially reducing the need for extensive animal experiments across multiple species.
• Capture multiphasic PK profiles, explore nonlinear absorption or clearance, and test hypotheses.
• Run rapid “what-if” simulations that reduce uncertainty and support informed compound prioritization and development planning.

Simcyp Discovery’s key areas of application include:

• Compound triage and pipeline optimization: PBPK simulations translate target product profile requirements into clear laboratory objectives to support compound prioritization.
• First-in-human (FIH) PK prediction: A learn-confirm cycle helps build confidence in exposure predictions while minimizing reliance on multiple animal species where possible.
• Early drug-drug interaction (DDI) screening: Simcyp Discovery includes tools for early precipitant and object risk assessment using static approaches aligned with regulatory expectations.
• Early formulation assessment: Oral exposure can be limited by solubility, particle size, dissolution rate, or permeability. Simcyp Discovery supports sensitivity-based exploration of these drivers, enabling earlier formation and development decisions.

Simcyp Discovery includes prebuilt PBPK model frameworks for mouse, rat, dog, and monkey, as well as a healthy volunteer human population, enabling efficient iteration across species during model development.

Supporting IV and oral dosing, Simcyp Discovery allows teams to explore both single- and multiple-dose scenarios and evaluate plasma and tissue concentration-time profiles in virtual individuals or populations.

Simcyp Discovery Version 2 introduced several updates designed to accelerate model development and improve usability, including:

• Dose finding tool to support selection of doses that achieve predefined PK or PD targets in a given species or population
• Structure-based predictors to estimate key physicochemical properties directly from chemical structure, supporting earlier PBPK model development when experimental data are limited
• Expanded annotation and traceability to document parameter sources and modeling assumptions
• Workflow automation for batch workspace generation, scenario executions, and efficient parameter exploration
• Interactive output comparison tools to rapidly assess differences across outcomes of simulations.
• Simcyp Cloud to reduce local computational burden and accelerate simulation turnaround.
• ‘Ask Simcyp’, a ChatGPT based chat exclusively trained on Simcyp Discovery help materials that supports users when it is needed the most.

Simcyp Discovery includes a static DDI prediction tool designed for early-stage evaluation using basic cut-off and mechanistic static approaches. Results are compared against regulatory evaluation criteria to support structured interpretation and identify when further investigation may be needed.

This capability is increasingly important as global regions align under the ICH M12 Drug Interaction Studies guideline, providing a harmonized framework for enzyme-and transporter-mediated DDI assessment.