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Pan-cancer transcriptomic analysis dissects immune and proliferative functions of APOBEC3 cytidine deaminases
Joseph C F Ng1, Jelmar Quist2, Anita Grigoriadis2
1Randall Centre for Cell and Molecular Biophysics, King's College London, London, UK.
Abstract:
APOBEC3 cytidine deaminases are largely known for their innate immune protection from viral infections. Recently, members of the family have been associated with a distinct mutational activity in some cancer types. We report a pan-tissue, pan-cancer analysis of RNA-seq data specific to the APOBEC3 genes in 8,951 tumours, 786 cancer cell lines and 6,119 normal tissues. By deconvolution of levels of different cell types in tumour admixtures, we demonstrate that APOBEC3B (A3B), the primary candidate as a cancer mutagen, shows little association with immune cell types compared to its paralogues. We present a pipeline called RESPECTEx (REconstituting SPecific Cell-Type Expression) and use it to deconvolute cell-type specific expression levels in a given cohort of tumour samples. We functionally annotate APOBEC3 co-expressing genes, and create an interactive visualization tool which 'barcodes' the functional enrichment (http://fraternalilab.kcl.ac.uk/apobec-barcodes/). These analyses reveal that A3B expression correlates with cell cycle and DNA repair genes, whereas the other APOBEC3 members display specificity for immune processes and immune cell populations. We offer molecular insights into the functions of individual APOBEC3 proteins in antiviral and proliferative contexts, and demonstrate the diversification this family of enzymes displays at the transcriptomic level, despite their high similarity in protein sequences and structures.
Insights
APOBEC3 cytidine deaminases have dual roles, offering innate immune protection and contributing to cancer mutations. APOBEC3B specifically correlates with cell cycle and DNA repair, distinct from other APOBEC3s linked to immune functions.
Area of Science:
- Genetics and Molecular Biology
- Cancer Research
- Immunology
Background:
- APOBEC3 cytidine deaminases are known for antiviral immunity.
- Recent studies link APOBEC3 family members to cancer-specific mutational activity.
- Understanding APOBEC3 gene expression in cancer is crucial.
Purpose of the Study:
- To conduct a comprehensive pan-cancer analysis of APOBEC3 gene expression.
- To differentiate the roles of APOBEC3B from other APOBEC3 members in cancer.
- To explore the functional associations of APOBEC3 gene expression.
Main Methods:
- Analysis of RNA-seq data from 8,951 tumors, 786 cell lines, and 6,119 normal tissues.
- Development and application of the RESPECTEx pipeline for cell-type deconvolution.
- Functional annotation and interactive visualization of APOBEC3 co-expressing genes.
Main Results:
- APOBEC3B (A3B) expression shows limited association with immune cells, unlike its paralogs.
- A3B expression correlates with cell cycle and DNA repair genes.
- Other APOBEC3 members are specifically associated with immune processes and cell populations.
Conclusions:
- APOBEC3 family members exhibit distinct transcriptomic roles in cancer and immunity.
- APOBEC3B may function as a cancer mutagen, impacting cell cycle and DNA repair.
- The study provides molecular insights into APOBEC3 diversification and function.
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