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Discovery of regulatory noncoding variants in individual cancer genomes by using cis-X

We developed cis-X, a computational method for discovery of regulatory noncoding variants in cancer by integrating whole genome and transcriptome sequencing data from a single cancer sample. cis-X first finds aberrantly cis-activated genes that exhibit allele-specific expression accompanied by an el...

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Detalles Bibliográficos
Autores principales: Liu, Yu, Li, Chunliang, Shen, Shuhong, Chen, Xiaolong, Szlachta, Karol, Edmonson, Michael N., Shao, Ying, Ma, Xiaotu, Hyle, Judith, Wright, Shaela, Ju, Bensheng, Rusch, Michael C., Liu, Yanling, Li, Benshang, Macias, Michael, Tian, Liqing, Easton, John, Qian, Maoxiang, Yang, Jun J., Hu, Shaoyan, Look, A. Thomas, Zhang, Jinghui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7679232/
https://www.ncbi.nlm.nih.gov/pubmed/32632335
http://dx.doi.org/10.1038/s41588-020-0659-5
Descripción
Sumario:We developed cis-X, a computational method for discovery of regulatory noncoding variants in cancer by integrating whole genome and transcriptome sequencing data from a single cancer sample. cis-X first finds aberrantly cis-activated genes that exhibit allele-specific expression accompanied by an elevated outlier expression. It then searches for causal noncoding variants that may introduce aberrant transcription factor binding motifs or enhancer hijacking by structural variations. Analysis of 13 T-lineage acute lymphoblastic leukemias (T-ALL) identified a recurrent intronic variant predicted to cis-activate the TAL1 oncogene, a finding validated in vivo by ChIP-seq of a patient-derived xenograft (PDX). Candidate oncogenes include the prolactin receptor PRLR activated by a focal deletion which removes a CTCF insulated neighborhood boundary. cis-X may be applied to pediatric and adult solid tumors that are aneuploid and heterogeneous. In contrast to existing approaches which require large sample cohorts, cis-X enables discovery of regulatory noncoding variants in individual cancer genomes.