/Giotto

Spatial omics analysis toolbox

Primary LanguageRGNU General Public License v3.0GPL-3.0

Giotto Suite

License: GPL v3 Last Commit Commits Since Latest R-CMD-check

Default branch change!
With the release of v3.3.0 the default branch of Giotto has been moved from @master to @suite. If you want to install the original master version use devtools::install_github("drieslab/Giotto@master"). Visit the Giotto Discussions page for more information.

Github Repository changes!
The Giotto github repository has moved to https://github.com/drieslab/Giotto and the associated spatial datasets have been moved to https://github.com/drieslab/spatial-datasets.

Website change!
We have created a new readthedocs website to further improve and simplify Giotto documentation and to make it easier to use Giotto. It aggregates information from both the original Giotto package and our extended Giotto Suite, which is our extended work-in-development version.

Giotto Suite is a major upgrade to the Giotto package that provides tools to process, analyze and visualize spatial multi-omics data at all scales and multiple resolutions. The underlying framework is generalizable to virtually all current and emerging spatial technologies. Our Giotto Suite prototype pipeline is generally applicable on various different datasets, such as those created by state-of-the-art spatial technologies, including in situ hybridization (seqFISH+, merFISH, osmFISH, CosMx), sequencing (Slide-seq, Visium, STARmap, Seq-Scope, Stereo-Seq) and imaging-based multiplexing/proteomics (CyCIF, MIBI, CODEX). These technologies differ in terms of resolution (subcellular, single cell or multiple cells), spatial dimension (2D vs 3D), molecular modality (protein, RNA, DNA, …), and throughput (number of cells and analytes).

The package is in heavy development. Please check back often!
For a version history/changelog, please see the NEWS file.

References