kallisto, bustools, and kb-python for quantifying bulk, single-cell, and single-nucleus RNA-seq

Abstract

The term "RNA-seq" refers to a collection of assays based on sequencing experiments that involve quantifying RNA species from bulk tissue, from single cells, or from single nuclei. The kallisto, bustools, and kb-python programs are free, open-source software tools for performing this analysis that together can produce gene expression quantification from raw sequencing reads. The quantifications can be individualized for multiple cells, multiple samples, or both. Additionally, these tools allow gene expression values to be classified as originating from nascent RNA species or mature RNA species, making this workflow amenable to both cell-based and nucleus-based assays. This protocol describes in detail how to use kallisto and bustools in conjunction with a wrapper, kb-python, to preprocess RNA-seq data.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

* Clarified certain aspects of the protocol (when and how to use certain parameters and how to store and load anndata objects in python).