Precision Osteoarthritis Development

Beyond broad eligibility: treatment-specific responder hypotheses.

Knee osteoarthritis is heterogeneous, but that heterogeneity should not be reduced to a set of rigid patient labels. Current evidence suggests a combination of shared biological processes, continuous molecular variation and phenotype-associated pathway enrichment.

Our approach is intervention-specific. We identify which dimensions of disease are relevant to the mechanism, determine how they can be measured and construct a theratype hypothesis that can be tested and refined during development.

Phenotype

What can be observed

Phenotypes describe the observable expression of disease. They may include clinical symptoms, structural damage, imaging findings, metabolic characteristics, biomechanical factors and pain-processing features.

These dimensions are not mutually exclusive.

Clinical

Structural

Inflammatory

Metabolic

Mechanical

Post-traumatic

Progression

Pain-processing

Endotype

What biological processes are active

Endotype-oriented development seeks measurable evidence of the pathways contributing to disease activity, symptoms or progression. These mechanisms frequently overlap and may be better represented as continuous dimensions than as discrete subgroups.

Tissue remodelling

01

Synovial inflammation

02

Cartilage turnover

03

Subchondral bone

04

Angiogenesis

05

Complement & coagulation

06

Metabolic dysregulation

07

Senescence

08

Neurovascular biology

09

Pain sensitisation

10

Theratype

Who may respond to this intervention.

A theratype is an intervention-specific, testable responder hypothesis. It links the mechanism of action to the disease context, measurable biology, patient characteristics and outcomes most likely to demonstrate therapeutic effect.

× 01

Mechanism

× 02

Disease context

× 03

Measurable biology

× 04

Patient characteristics

× 05

Evidence strategy

= Theratype hypothesis

A theratype is not a permanent patient label. It is a treatment-specific, testable responder hypothesis.

From classification to development utility

Describe

Characterise the disease as it presents clinically and structurally.

Measure

Identify biomarkers and imaging features linked to the relevant mechanism.

Enrich

Select patients in whom the intervention has a greater probability of demonstrating effect.

Validate

Prospectively test the response hypothesis and refine it across development.

What we deliver

A precision strategy that becomes a decision.

  • Precision-development strategy
  • Mechanism-to-patient map
  • Theratype hypothesis
  • Biomarker context-of-use plan
  • Imaging strategy
  • Enrichment criteria
  • Prospective validation plan
  • Regulatory positioning
  • Post hoc hypothesis assessment
  • Companion diagnostic roadmap where justified

The objective is not to make osteoarthritis appear simpler than it is. The objective is to make the next development decision more precise.