Chandrani P, Kulkarni V, Iyer P, Upadhyay P, Chaubal R, Das P, Mulherkar R, Singh R, Dutt A
Advanced Centre for Treatment, Research and Education in Cancer, Tata Memorial Centre, Kharghar, Navi Mumbai, Maharashtra 410210, India.
Br J Cancer. 2015 Jun 9;112(12):1958-65. doi: 10.1038/bjc.2015.121. Epub 2015 May 14.
Human papilloma virus (HPV) accounts for the most common cause of all virus-associated human cancers. Here, we describe the first graphic user interface (GUI)-based automated tool 'HPVDetector', for non-computational biologists, exclusively for detection and annotation of the HPV genome based on next-generation sequencing data sets.
We developed a custom-made reference genome that comprises of human chromosomes along with annotated genome of 143 HPV types as pseudochromosomes. The tool runs on a dual mode as defined by the user: a 'quick mode' to identify presence of HPV types and an 'integration mode' to determine genomic location for the site of integration. The input data can be a paired-end whole-exome, whole-genome or whole-transcriptome data set. The HPVDetector is available in public domain for download: http://www.actrec.gov.in/pi-webpages/AmitDutt/HPVdetector/HPVDetector.html.
On the basis of our evaluation of 116 whole-exome, 23 whole-transcriptome and 2 whole-genome data, we were able to identify presence of HPV in 20 exomes and 4 transcriptomes of cervical and head and neck cancer tumour samples. Using the inbuilt annotation module of HPVDetector, we found predominant integration of viral gene E7, a known oncogene, at known 17q21, 3q27, 7q35, Xq28 and novel sites of integration in the human genome. Furthermore, co-infection with high-risk HPVs such as 16 and 31 were found to be mutually exclusive compared with low-risk HPV71.
HPVDetector is a simple yet precise and robust tool for detecting HPV from tumour samples using variety of next-generation sequencing platforms including whole genome, whole exome and transcriptome. Two different modes (quick detection and integration mode) along with a GUI widen the usability of HPVDetector for biologists and clinicians with minimal computational knowledge.
人乳头瘤病毒(HPV)是所有与病毒相关的人类癌症的最常见病因。在此,我们描述了首个基于图形用户界面(GUI)的自动化工具“HPVDetector”,专为非计算生物学家设计,专门用于基于下一代测序数据集检测和注释HPV基因组。
我们开发了一个定制的参考基因组,它由人类染色体以及143种HPV类型的注释基因组作为假染色体组成。该工具根据用户定义以双模式运行:“快速模式”用于识别HPV类型的存在,“整合模式”用于确定整合位点的基因组位置。输入数据可以是双端全外显子组、全基因组或全转录组数据集。HPVDetector可在公共领域下载:http://www.actrec.gov.in/pi-webpages/AmitDutt/HPVdetector/HPVDetector.html。
基于我们对116个全外显子组、23个全转录组和2个全基因组数据的评估,我们能够在宫颈癌和头颈癌肿瘤样本的20个外显子组和4个转录组中鉴定出HPV的存在。使用HPVDetector的内置注释模块,我们发现病毒基因E7(一种已知的致癌基因)主要整合在人类基因组中已知的17q21、3q27、7q35、Xq28以及新的整合位点。此外,与低风险HPV71相比,发现与高危HPV如16和31的共感染是相互排斥的。
HPVDetector是一种简单、精确且强大的工具,可使用包括全基因组、全外显子组和转录组在内的各种下一代测序平台从肿瘤样本中检测HPV。两种不同模式(快速检测和整合模式)以及GUI拓宽了HPVDetector对计算知识最少的生物学家和临床医生的可用性。