rna-velocity-trajectory

Community

Infer cellular trajectories from RNA velocity.

Authortony-zhelonkin
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Infers directional cellular trajectories from scRNA-seq by modeling spliced/unspliced RNA to predict future cell states and map lineage relationships.

Core Features & Use Cases

  • RNA velocity modeling with scVelo (steady-state and dynamical) to infer developmental trajectories.
  • Uncertainty-aware inference via VeloVI and explicit topology modeling with Chronocell.
  • CellRank integration for fate probabilities and terminal states, enabling robust lineage analysis.
  • Supports upstream quantification of spliced/unspliced transcripts with velocyto, kb lamanno, or alevin-fry, and loading into AnnData layers.
  • Use cases include predicting differentiation endpoints, identifying driver genes, validating lineage relationships, and analyzing transient populations.

Quick Start

Run a complete RNA velocity workflow on your scRNA-seq data to infer future cell states.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: rna-velocity-trajectory
Download link: https://github.com/tony-zhelonkin/SciAgent-toolkit/archive/main.zip#rna-velocity-trajectory

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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