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CanCellVar: A database for single-cell variants map in human cancer.
Changbo Yang1, Yujie Liu1, Chongwen Lv1
1College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, Heilongjiang Province 150001, China.
American Journal of Human Genetics
|June 5, 2024
Summary
CanCellVar is a new database detailing millions of DNA and RNA variants in single cancer cells. This resource aids in understanding cancer
Area of Science:
- Genomics
- Cancer Biology
- Bioinformatics
Background:
- Single-nucleotide variants (SNVs) and RNA edits drive cancer progression.
- Understanding these variants at a single-cell level is crucial for precision medicine.
Purpose of the Study:
- To establish CanCellVar, a comprehensive database and visualization tool for single-cell variants within the tumor microenvironment.
- To provide a high-resolution view of cancer by cataloging cellular and molecular variant information.
Main Methods:
- Collected and analyzed approximately 3 million variants (SNVs and A>G RNA edits) from over 2.7 million cells across 37 cancer types.
- Integrated basic annotation, cellular/molecular functions, and clinical relevance (grade, treatment, metastasis) for each variant.
- Developed tools for variant retrieval, cell-cell interaction analysis, gene expression, and trajectory analysis.
Main Results:
- CanCellVar contains ~1.4 million SNVs and ~1.4 million A>G RNA edits from 5 major cell types in 37 cancer types.
- The database links variants to crucial clinical information and cellular functions.
- Integrated analysis tools facilitate deeper investigation into variant impact.
Conclusions:
- CanCellVar serves as a valuable resource for studying single-cell variations in human tumors.
- The database supports research into variant functions, tumor evolution, and therapeutic strategies.
- Facilitates a refined understanding of cancer through single-cell variant analysis.
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