Pan-cancer transcriptomic analysis dissects immune and proliferative functions of APOBEC3 cytidine deaminases

被引:42
作者
Ng, Joseph C. F. [1 ]
Quist, Jelmar [2 ]
Grigoriadis, Anita [2 ]
Malim, Michael H. [3 ]
Fraternali, Franca [1 ]
机构
[1] Kings Coll London, Randall Ctr Cell & Mol Biophys, London, England
[2] Kings Coll London, Breast Canc Now Res Unit, CRUK Kings Hlth Partners Ctr, Sch Canc & Pharmaceut Sci,Canc Bioinformat, London, England
[3] Kings Coll London, Sch Immunol & Microbial Sci, Dept Infect Dis, London, England
基金
英国惠康基金; 英国医学研究理事会;
关键词
EXPRESSION; DNA; PROTEINS; TUMOR; EVOLUTION; GENE; FAMILY; DECONVOLUTION; MUTAGENESIS; SIGNATURES;
D O I
10.1093/nar/gky1316
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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.
引用
收藏
页码:1178 / 1194
页数:17
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