optima: an open-source R package for the Tapestri platform for integrative single cell multiomics data analysis.
basic_science · Level V
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- Record sourced from PubMed, PMID 37796801.
- Also identified by DOI 10.1093/bioinformatics/btad611 and PMC identifier 10576633.
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Abstract
The Tapestri platform offers DNA and protein analysis at the single-cell level. Integrating both types of data is beneficial for studying multiple cell populations in heterogeneous microenvironments, such as tumor tissues. Here, we present optima, an R package for the processing and analysis of data generated from the Tapestri platform. This package provides streamlined functionality for raw data filtering, integration, normalization, transformation, and visualization. Insights gained from the optima package help users to identify unique cell populations and uncover surface protein expression patterns. The results generated by optima help researchers elucidate dynamic changes at the single-cell level in heterogeneous microenvironments. This package is available in Github: https://github.com/rachelgriffard/optima.
Medical subject headings
- Multiomics
- Software