RNA Velocity

  • Guest Lecture by Kathleen Noller

  • Review of trajectory inference (TI)

  • What is RNA Velocity (RV)?

  • RV vs TI

  • Splicing and transcription

  • Measuring spliced vs unspliced transcripts

  • RV model & assumptions

  • ds/du = u - gamma * s

  • u = unspliced mRNA

  • s = spliced RNA

  • gamma = degradation rate

  • assumes constant splicing rate

  • Phase portrait

  • Example: bulk RNAseq and cell cycle

  • Example: scRNAseq Schwann progenitors

  • Example: scRNAseq mouse hippocampus

  • Splicing and degradation rates

  • scVelo

  • Dynamo