e-learning

Generating a single cell matrix using Alevin and combining datasets (bash + R)

Abstract

Setting up the environment

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

  • I have some single cell FASTQ files I want to analyse. Where do I start?
  • How to generate a single cell matrix using command line?

Learning Objectives

  • Generate a cellxgene matrix for droplet-based single cell sequencing data
  • Interpret quality control (QC) plots to make informed decisions on cell thresholds
  • Find relevant information in GTF files for the particulars of their study, and include this in data matrix metadata

Licence: Creative Commons Attribution 4.0 International

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

Target audience: Students

Resource type: e-learning

Version: 4

Status: Active

Prerequisites:

  • Generating a single cell matrix using Alevin
  • Introduction to Galaxy Analyses

Learning objectives:

  • Generate a cellxgene matrix for droplet-based single cell sequencing data
  • Interpret quality control (QC) plots to make informed decisions on cell thresholds
  • Find relevant information in GTF files for the particulars of their study, and include this in data matrix metadata

Date modified: 2024-10-28

Date published: 2023-12-08

Authors: Julia Jakiela, Wendi Bacon

Contributors: Mehmet Tekman, Pavankumar Videm


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