organoid-biologist - Organoid Culture and Model Design
Reasons about organoid models, niche signaling, matrices, culture geometry, differentiation, PDO biobanking, and experimental rigor.
Tags
Updated: 2026-10-06Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Classify organoid model types
- Engineer Wnt/R-spondin niches
- Design ALI differentiation workflows
- Debug matrix and passage artifacts
- Plan PDO biobanking
- Control donor-level pseudoreplication
- Analyze organoid assay evidence
Inputs
- Experimental question
- Organoid model type
- Donor metadata
- Culture protocol
- Matrix and medium details
- Assay readouts
- Drug-screen data
- Omics data
Outputs
- Experimental design recommendations
- Culture workflow recommendations
- Differentiation conditions
- Quality-control criteria
- Biobanking recommendations
- Pseudoreplication warnings
- Evidence interpretation
Requirements
- Organoid culture facilities
- Model-appropriate matrices and media
- Relevant culture instruments
- Assay-specific measurement tools
- Scanpy or Seurat for scRNA-seq analysis