The TransOmicsData ExperimentHub package contains datasets spanning various biological contexts such as in vitro embryonic and tissue-specific development in mouse and human. It covers multiple omics sequencing technologies such as (single-cell)-RNAseq, mass spectrometry and ChIP-seq. This package was developed to provide convenient access to raw or pre-processed data for comparative trans-omics analysis.
The package is currently available through Bioconductor (version 3.19):
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("TransOmicsData")
Title | Description | Omics | Species | Reference |
---|---|---|---|---|
chen-organoid | cerebral organoid differentiation | phosphoproteome, proteome, transcriptome, single-cell transcriptome | human | Chen et al., Cell Reports, 2024 |
xiao-myogenesis | C2C12 myogenesis differentiation | phosphoproteome, proteome | mouse | Xiao et al., iScience, 2022 |
yang-esc | mouse ESC to epiLC differentiation | epigenome, phosphoproteome, proteome, transcriptome | mouse | Yang et al., Cell Systems, 2019 |
Explore the human cerebral organoid trans-omic data interactively on http://shiny.maths.usyd.edu.au/hCOmultiome/.
Explore the mouse ESC to epiLC differentiation trans-omic data interactively on http://www.stemcellatlas.org/
If this work was useful, please consider citing the original publications:
- For
chen-organoid
dataset, cite: Carissa Chen, Scott Lee, Katherine G. Zyner, Milan Fernando, Victoria Nemeruck, Emilie Wong, Lee L. Marshall, Jesse R. Wark, Nader Aryamanesh, Patrick P.L. Tam, Mark E. Graham, Anai Gonzalez-Cordero, Pengyi Yang (2024) Trans-omic profiling uncovers molecular controls of early human cerebral organoid formation, Cell Reports, 43(5):114219. Fulltext - For
xiao-myogenesis
dataset, cite: Di Xiao, Marissa Caldow, Hani Jieun Kim, Ronnie Blazev, Rene Koopman, Deborah Manandi, Benjamin L. Parker, Pengyi Yang (2022) Time-resolved phosphoproteome and proteome analysis reveals kinase signaling on master transcription factors during myogenesis, iScience, 25(6):104489. Fulltext - For
yang-esc
dataset, cite: Pengyi Yang, Sean J. Humphrey, Senthilkumar Cinghu, Rajneesh Pathania, Andrew J. Oldfield, Dhirendra Kumar, Dinuka Perera, Jean Y.H. Yang, David E. James, Matthias Mann, Raja Jothi (2019) Multi-omic profiling reveals dynamics of the phased progression of pluripotency, Cell Systems, 8(5):427-445.e10. Fulltext
For the package citation, please enter:
citation("TransOmicsData")