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🗺️ Future Roadmap & Development Plans

1. SVG Diagram Coloring Engine

  • Interactive Anatomical & Pathway SVGs: Upload custom SVG diagrams (e.g., epidermal basement membrane, desmosome junction complex, hair follicle niche).
  • Dynamic CSS/SVG Fill Coloring: Dynamically color individual SVG path elements according to gene expression levels, condition fold-changes, or trajectory kinetic states.

2. Cloud Data Storage & Live Connectors

  • Amazon S3 Buckets: Direct loading and streaming of remote AnnData objects via S3 URIs (s3://...) using fsspec / s3fs.
  • Google Drive Integration: Direct cloud file picking and authentication for Google Drive-stored .h5ad datasets.
  • Zarr / H5Coro Streaming: Sparse chunk streaming to allow visualization of multimillion-cell atlases with minimal local memory footprint.

3. Advanced Gene Regulatory Network (GRN) Modeling

  • In silico perturbation simulations (TF knockdown / overexpression) overlaid on trajectory kinetics curves.