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scMerge


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scMerge is a R package for merging and normalising single-cell RNA-Seq datasets.

Installation

scMerge is available on Bioconductor (https://bioconductor.org/packages/scMerge). You can install it using:

## Install scMerge from Bioconductor, requires R 3.6.0 or above
BiocManager::install("scMerge")
## You can also try to install the Bioconductor devel version of scMerge:
BiocManager::install("scMerge", version = "devel")

Vignette

You can find the vignette at our website: https://sydneybiox.github.io/scMerge/index.html.

Case studies

You can find a list of case studies here: https://sydneybiox.github.io/scMerge/articles/.

Contact us

If you have any enquries, especially about performing scMerge integration on your own data, then please contact [email protected]. You can also open an issue on GitHub.

Reference

scMerge leverages factor analysis, stable expression, and pseudoreplication to merge multiple single-cell RNA-seq datasets

Yingxin Lin, Shila Ghazanfar, Kevin Y.X. Wang, Johann A. Gagnon-Bartsch, Kitty K. Lo, Xianbin Su, Ze-Guang Han, John T. Ormerod, Terence P. Speed, Pengyi Yang, Jean Y. H. Yang

Our manuscript published at PNAS can be found here.

scmerge's People

Contributors

kevinwang09 avatar yingxinlin avatar nturaga avatar kant avatar hpages avatar

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