Flow Panel Designerv0.1.0

Design panels with 15+ markers to characterize T cell, B cell, and NK cell subsets in clinical trial samples. Minimize spectral overlap to ensure accurate quantification of rare populations.

Optimize fluorophore panels for monitoring immune checkpoint expression (PD-1, CTLA-4) and activation markers (CD69, HLA-DR) on tumor-infiltrating lymphocytes. Use spillover predictions to avoid false positives.

Design panels combining surface markers and intracellular cytokines (IFN-γ, TNF-α, IL-2) for functional assays. Ensure compensation controls are adequate for overlapping emission spectra.

Configure a spectral cytometer with optimal fluorophore assignments for routine diagnostic panels (e.g., leukemia/lymphoma typing). Use instrument-specific spillover matrices to reduce false negatives.

Offer free basic panel design for up to 8 colors, with premium subscriptions providing advanced features like spectral unmixing, instrument integration, and batch analysis.

Provide on-demand panel design services for complex panels (10+ colors) with human expert review, charging per panel or per project.

License the optimization engine to cytometer manufacturers for integration into their acquisition and analysis software, enabling real-time panel validation.