Quantitative Systems Pharmacology (QSP) & Mechanistic Modeling
Quantitative Systems Pharmacology (QSP) and mechanistic modeling integrate biology, pharmacology, and mathematics to explain how therapeutic agents interact with biological systems. These models capture pathways, cellular behavior, molecular mechanisms, and whole-system dynamics, allowing deeper understanding of drug action, biomaterial interactions, regenerative processes, immune responses, and controlled-release platforms.
Materials Metric supports QSP and mechanistic modeling to help predict therapeutic outcomes, identify key drivers of response, evaluate delivery strategies, optimize dosing, and anticipate variability before preclinical or clinical testing. These approaches guide decision-making for drug delivery systems, biomaterial platforms, implantable devices, and complex biological interfaces.
Core Capabilities
Mechanistic Modeling
โข Pathway-based models describing signaling, inflammation, and healing
โข ODE/PDE models of molecular, cellular, and tissue dynamics
โข Biophysical transport modeling (diffusion, convection, degradation)
โข Drug release and absorption modeling for biomaterials and devices
โข Simulation of immune activation, fibrosis, remodeling, and integration
Quantitative Systems Pharmacology (QSP)
โข Integrated PK/PD + systems biology frameworks
โข Exposureโresponse and mechanism-of-action modeling
โข Cytokine, signaling, and immune network modeling
โข Virtual populations to capture patient variability
โข Scenario testing for dosing, delivery routes, or material design decisions
Material-Integrated QSP Models
โข Controlled release from hydrogels, scaffolds, polymers, coatings, and implantable devices
โข Modeling of mineralization, osseointegration, cartilage repair, and soft-tissue remodeling
โข Inflammation, wound healing, and foreign-body response pathways
โข Biofilm inhibition and antimicrobial mechanism modeling
โข Integration with histology, imaging, and bio-interface datasets
Applications We Support
โข Oncology, immunology, and metabolic diseases
โข Regenerative medicine
โข Drug-device systems
โข Biomaterials and controlled-release systems
โข Controlled-release drug delivery and depot platforms
โข Tissue engineering and scaffold design
โข Dental and orthopedic implant integration
โข Wound healing and immune modulation
โข Bone, cartilage, and soft-tissue regeneration
โข Antimicrobial coatings and biofilm inhibition
โข Cell therapy and biologic delivery models
Model Development & Analysis Workflow
โข Define mechanisms, pathways, and system boundaries
โข Build structured models using ODE/PDE or hybrid approaches
โข Estimate parameters using experimental, imaging, or literature-derived data
โข Perform sensitivity, uncertainty, and identifiability analysis
โข Simulate scenarios for dosing, delivery strategies, and material design
โข Provide clear, actionable predictions for R&D or regulatory planning
Why Choose Materials Metric
Materials Metric delivers mechanistic clarity through robust modeling frameworks built by experts in biology, pharmacology, and computational sciences.
We provide:
โข High-fidelity QSP models
โข ISO 9001:2015 aligned data workflows
โข Integration with PK, toxicology, and biomarker data
โข Predictive analytics for clinical decision-making
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