Using high-throughput sequencing transcriptome data for INDEL detection: challenges for cancer drug discovery

被引:8
|
作者
Wajnberg, Gabriel [1 ]
Passetti, Fabio [1 ]
机构
[1] Fundacao Oswaldo Cruz FIOCRUZ, Inst Oswaldo Cruz, Lab Funct Genom & Bioinformat, Rio De Janeiro, RJ, Brazil
关键词
INDEL; drug; transcriptomics; RNA-Seq; Bioinformatics; COMPARATIVE GENOMIC HYBRIDIZATION; INSERTION-DELETION POLYMORPHISMS; BREAST-CANCER; MICROSATELLITE INSTABILITY; WHOLE-GENOME; TRASTUZUMAB RESISTANCE; THERAPEUTIC TARGETS; LUNG ADENOCARCINOMA; SOMATIC MUTATIONS; IDENTIFICATION;
D O I
10.1517/17460441.2016.1143813
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Introduction: A cancer cell is a mosaic of genomic and epigenomic alterations. Distinct cancer molecular signatures can be observed depending on tumor type or patient genetic background. One type of genomic alteration is the insertion and/or deletion (INDEL) of nucleotides in the DNA sequence, which may vary in length, and may change the encoded protein or modify protein domains. INDELs are associated to a large number of diseases and their detection is done based on low-throughput techniques. However, high-throughput sequencing has also started to be used for detection of novel disease-causing INDELs. This search may identify novel drug targets. Areas Covered: This review presents examples of using high-throughput sequencing (DNA-Seq and RNA-Seq) to investigate the incidence of INDELs in coding regions of human genes. Some of these examples successfully utilized RNA-Seq to identify INDELs associated to diseases. In addition, other studies have described small INDELs related to chemo-resistance or poor outcome of patients, while structural variants were associated with a better clinical outcome. Expert opinion: On average, there is twice as much RNA-Seq data available at the most used repositories for such data compared to DNA-Seq. Therefore, using RNA-Seq data is a promising strategy for studying cancer samples with unknown mechanisms of drug resistance, aiming at the discovery of proteins with potential as novel drug targets.
引用
收藏
页码:257 / 268
页数:12
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