e-learning

Inferring single cell trajectories with Scanpy (Python)

Abstract

Run the tutorial!

About This Material

This is a Hands-on Tutorial from the GTN which is usable either for individual self-study, or as a teaching material in a classroom.

Questions this will address

  • How can I infer lineage relationships between single cells based on their RNA, without a time series?

Learning Objectives

  • Execute multiple plotting methods designed to maintain lineage relationships between cells
  • Interpret these plots

Licence: Creative Commons Attribution 4.0 International

Keywords: 10x, MIGHTS, Python, Single Cell, jupyter-notebook, paper-replication

Target audience: Students

Resource type: e-learning

Version: 18

Status: Active

Prerequisites:

  • Combining single cell datasets after pre-processing
  • Filter, plot and explore single-cell RNA-seq data with Scanpy
  • Generating a single cell matrix using Alevin
  • Introduction to Galaxy Analyses
  • Use Jupyter notebooks in Galaxy

Learning objectives:

  • Execute multiple plotting methods designed to maintain lineage relationships between cells
  • Interpret these plots

Date modified: 2024-10-28

Date published: 2021-04-07

Authors: Julia Jakiela, Mehmet Tekman, Wendi Bacon

Contributors: Björn Grüning, Helena Rasche, Julia Jakiela, Martin Čech, Mehmet Tekman, Pavankumar Videm, Saskia Hiltemann, Wendi Bacon


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