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TMExplorer: A tumour microenvironment single-cell RNAseq database and search tool.
Erik Christensen1,2, Alaine Naidas2,3, David Chen2,3
1Department of Computer Science, University of Western Ontario, London, ON, Canada.
A new database and R package, TMExplorer, now allows researchers to easily access and analyze tumor microenvironment (TME) single-cell RNA sequencing (scRNA-seq) data for various cancer types.
Area of Science:
- Oncology
- Bioinformatics
- Genomics
Background:
- The tumor microenvironment (TME) comprises diverse cells, including stromal fibroblasts, immune cells, and malignant cells.
- Single-cell RNA sequencing (scRNA-seq) is crucial for elucidating TME composition.
- Existing scRNA-seq data for TME is fragmented across various cancer types, lacking a centralized repository.
Purpose of the Study:
- To establish a comprehensive database for TME scRNA-seq data.
- To develop an accessible tool, TMExplorer (an R package), for investigating the TME.
- To streamline the analysis and integration of TME scRNA-seq data into existing research pipelines.
Main Methods:
- Construction of a dedicated database to aggregate TME scRNA-seq datasets.
- Development of the TMExplorer R package providing a user-friendly interface.
- Implementation of robust search functionalities for dataset retrieval based on metadata and characteristics.
Main Results:
- A centralized database of TME scRNA-seq data has been successfully created.
- The TMExplorer R package offers easy access to datasets and metadata.
- Users can efficiently search and analyze TME composition using scRNA-seq data through the TMExplorer interface.
Conclusions:
- TMExplorer provides a valuable resource for cancer researchers studying the TME.
- The package facilitates a streamlined approach to TME analysis using scRNA-seq data.
- This resource promotes easier integration and broader accessibility of TME-related single-cell data.
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