Package Recipe 'bioconductor-easycelltype'

recipe bioconductor-easycelltype

Annotate cell types for scRNA-seq data

Homepage:: https://bioconductor.org/packages/3.20/bioc/html/EasyCellType.html
License:: Artistic-2.0
Recipe:: /bioconductor-easycelltype/meta.yaml

We developed EasyCellType which can automatically examine the input marker lists obtained from existing software such as Seurat over the cell markerdatabases. Two quantification approaches to annotate cell types are provided: Gene set enrichment analysis (GSEA) and a modified versio of Fisher's exact test. The function presents annotation recommendations in graphical outcomes: bar plots for each cluster showing candidate cell types, as well as a dot plot summarizing the top 5 significant annotations for each cluster.

package bioconductor-easycelltype¶

Versions:

1.12.0-0, 1.8.0-0, 1.2.0-0, 1.0.0-0

Depends:

on bioconductor-annotationdbi >=1.72.0,<1.73.0
on bioconductor-biocstyle >=2.38.0,<2.39.0
on bioconductor-clusterprofiler >=4.18.0,<4.19.0
on bioconductor-org.hs.eg.db >=3.22.0,<3.23.0
on bioconductor-org.mm.eg.db >=3.22.0,<3.23.0
on r-base >=4.5,<4.6.0a0
on r-dplyr
on r-forcats
on r-ggplot2
on r-magrittr
on r-rlang
on r-vctrs >=0.6.4

Additional platforms:

Installation¶

You need a conda-compatible package manager (currently either pixi, conda, or micromamba) and the Bioconda channel already activated (see Usage). Below, we show how to install with either pixi or conda (for micromamba and mamba, commands are essentially the same as with conda).

Pixi¶

With pixi installed and the Bioconda channel set up (see Usage), to install globally, run:

pixi global install bioconductor-easycelltype

to add into an existing workspace instead, run:

pixi add bioconductor-easycelltype

In the latter case, make sure to first add bioconda and conda-forge to the channels considered by the workspace:

pixi workspace channel add conda-forge
pixi workspace channel add bioconda

Conda¶

With conda installed and the Bioconda channel set up (see Usage), to install into an existing and activated environment, run:

conda install bioconductor-easycelltype

Alternatively, to install into a new environment, run:

conda create -n envname bioconductor-easycelltype

with envname being the name of the desired environment.

Container¶

Alternatively, every Bioconda package is available as a container image for usage with your preferred container runtime. For e.g. docker, run:

docker pull quay.io/biocontainers/bioconductor-easycelltype:<tag>

(see bioconductor-easycelltype/tags for valid values for <tag>).

Integrated deployment¶

Finally, note that many scientific workflow management systems directly integrate both conda and container based software deployment. Thus, workflow steps can be often directly annotated to use the package, leading to automatic deployment by the respective workflow management system, thereby improving reproducibility and transparency. Check the documentation of your workflow management system to find out about the integration.

Download stats¶

Link to this page¶

Render an badge with the following MarkDown:

[![install with bioconda](https://img.shields.io/badge/install%20with-bioconda-brightgreen.svg?style=flat)](http://bioconda.github.io/recipes/bioconductor-easycelltype/README.html)