/cardiac-progenitors

Coming soon: scRNA-seq analysis of cardiac progenitor cells

Primary LanguageRMIT LicenseMIT

Single cell RNA-seq and ATAC seq analysis of cardiac progenitor cell transition states and lineage settlement

RNA-seq analysis

R session information

For requirements, please see the file RNA-seq_sessionInfo.txt for specific R packages and their versions.

Preprocessing

R code to preprocess single-cell RNA-seq data from scratch can be found in the src directory. Steps (e.g. quality control, filtering, normalization, etc.) should be run in the order indicated by the leading counter in the filename (e.g. 00_filtering.R before 01_normalisation.R)

Figures

We additionally provide scripts to reproduce most of the main figures. The R code can be found in the figure_src directory and is split into individual files. Figures can be recreated without the need of preprocessing the data.

ATAC-seq analysis

For requirements, please see the file ATAC-seq_sessionInfo.txt for specific R packages and their versions.

Figures

We provide scripts to reproduce figures from the ATAC-seq data analysis of the manuscript. The R code can be found in the figure_src directory.

Citation

Please refer to the following research article when using data from this repository:

Jia G, Preussner J, Chen X, Guenther S, Yuan X, Yekelchyk M, Kuenne C, Looso M, Zhou Y, Teichmann S and Braun T. Single cell RNA-seq and ATAC seq analysis of cardiac progenitor cell transition states and lineage settlement. Nature Communications (2018), tba.