Seurat-package: Seurat: Tools for Single Cell Genomics

In satijalab/seurat: Tools for Single Cell Genomics

Seurat: Tools for Single Cell Genomics

Description

A toolkit for quality control, analysis, and exploration of single cell RNA sequencing data. 'Seurat' aims to enable users to identify and interpret sources of heterogeneity from single cell transcriptomic measurements, and to integrate diverse types of single cell data. See Satija R, Farrell J, Gennert D, et al (2015) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1038/nbt.3192")}, Macosko E, Basu A, Satija R, et al (2015) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.cell.2015.05.002")}, Stuart T, Butler A, et al (2019) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1016/j.cell.2019.05.031")}, and Hao, Hao, et al (2020) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1101/2020.10.12.335331")} for more details.

Package options

Seurat uses the following [options()] to configure behaviour:

Seurat.memsafe

global option to call gc() after many operations. This can be helpful in cleaning up the memory status of the R session and prevent use of swap space. However, it does add to the computational overhead and setting to FALSE can speed things up if you're working in an environment where RAM availability is not a concern.

Seurat.warn.umap.uwot

Show warning about the default backend for RunUMAP changing from Python UMAP via reticulate to UWOT

Seurat.checkdots

For functions that have ... as a parameter, this controls the behavior when an item isn't used. Can be one of warn, stop, or silent.

Seurat.limma.wilcox.msg

Show message about more efficient Wilcoxon Rank Sum test available via the limma package

Seurat.Rfast2.msg

Show message about more efficient Moran's I function available via the Rfast2 package

Seurat.warn.vlnplot.split

Show message about changes to default behavior of split/multi violin plots

Author(s)

Maintainer: Rahul Satija [e-mail] (ORCID)

Other contributors:

• Andrew Butler [e-mail] (ORCID) [contributor]

• Saket Choudhary [e-mail] (ORCID) [contributor]

• David Collins [e-mail] (ORCID) [contributor]

• Charlotte Darby [e-mail] (ORCID) [contributor]

• Jeff Farrell [e-mail] [contributor]

• Isabella Grabski [e-mail] (ORCID) [contributor]

• Christoph Hafemeister [e-mail] (ORCID) [contributor]

• Yuhan Hao [e-mail] (ORCID) [contributor]

• Austin Hartman [e-mail] (ORCID) [contributor]

• Paul Hoffman [e-mail] (ORCID) [contributor]

• Jaison Jain [e-mail] (ORCID) [contributor]

• Longda Jiang [e-mail] (ORCID) [contributor]

• Madeline Kowalski [e-mail] (ORCID) [contributor]

• Skylar Li [e-mail] [contributor]

• Gesmira Molla [e-mail] (ORCID) [contributor]

• Efthymia Papalexi [e-mail] (ORCID) [contributor]

• Patrick Roelli [e-mail] [contributor]

• Karthik Shekhar [e-mail] [contributor]

• Avi Srivastava [e-mail] (ORCID) [contributor]

• Tim Stuart [e-mail] (ORCID) [contributor]

• Kristof Torkenczy (ORCID) [contributor]

• Shiwei Zheng [e-mail] (ORCID) [contributor]

• Satija Lab and Collaborators [funder]

See Also

Useful links:

• https://satijalab.org/seurat

• https://github.com/satijalab/seurat

• Report bugs at https://github.com/satijalab/seurat/issues

satijalab/seurat documentation built on May 11, 2024, 4:04 a.m.