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Published in: BMC Infectious Diseases 1/2019

Open Access 01-12-2019 | Human Papillomavirus | Software

DisV-HPV16, versatile and powerful software to detect HPV in RNA sequencing data

Authors: Bingqing Yan, Xinyi Liu, Siwei Zhang, Siyang Yu, Fangjia Tong, Huanhuan Xie, Lianhao Song, Yan Zhang, Lanlan Wei

Published in: BMC Infectious Diseases | Issue 1/2019

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Abstract

Background

The increasing availability of high-throughput sequencing data provides researchers with unprecedented opportunities to investigate viral genetic elements in host genomes that contribute to virus-linked cancers. Almost all of the available computational tools for secondary analysis of sequencing data detect viral infection or genome integration events. However, viral oncogenes expression is likely of importance in carcinoma. We therefore developed a new software, DisV-HPV16, for the evaluation of HPV16 oncogenes expression.

Results

HPV16 virus and viral oncogenes expression was detected more rapidly using DisV-HPV16 compared to other software. DisV-HPV16 was proved highly convenient for detecting candidate virus after modification of the reference file. The accuracy of DisV-HPV16 was empirically confirmed in laboratory experiments. DisV-HPV16 exhibited greater reliability than other software.

Conclusions

DisV-HPV16 is a new, dependable software to detect virus and viral oncogenes expression through analysis of RNA sequencing data. Use of DisV-HPV16 can yield deeper, more comprehensive insights into virus infection status and viral and host cell gene expression.
Literature
1.
go back to reference Global Burden of Disease Cancer, C., et al. The global burden of Cancer 2013. JAMA Oncol. 2015;1(4):505–27.CrossRef Global Burden of Disease Cancer, C., et al. The global burden of Cancer 2013. JAMA Oncol. 2015;1(4):505–27.CrossRef
2.
go back to reference Moore PS, Chang Y. Why do viruses cause cancer? Highlights of the first century of human tumour virology. Nat Rev Cancer. 2010;10(12):878–89.CrossRef Moore PS, Chang Y. Why do viruses cause cancer? Highlights of the first century of human tumour virology. Nat Rev Cancer. 2010;10(12):878–89.CrossRef
3.
go back to reference Chrisofos M, et al. HPV 16/18-associated condyloma acuminatum of the urinary bladder: first international report and review of literature. Int J STD AIDS. 2004:836–8.CrossRef Chrisofos M, et al. HPV 16/18-associated condyloma acuminatum of the urinary bladder: first international report and review of literature. Int J STD AIDS. 2004:836–8.CrossRef
4.
go back to reference Syrjanen S, Rautava J, Syrjanen K. HPV in Head and Neck Cancer-30 Years of History. Recent Results Cancer Res. 2017;206:3–25.CrossRef Syrjanen S, Rautava J, Syrjanen K. HPV in Head and Neck Cancer-30 Years of History. Recent Results Cancer Res. 2017;206:3–25.CrossRef
5.
go back to reference Gissmann LU, et al. Molecular cloning and characterization of human papilloma virus DNA derived from a laryngeal papilloma. J Virol. 1982:393–400. Gissmann LU, et al. Molecular cloning and characterization of human papilloma virus DNA derived from a laryngeal papilloma. J Virol. 1982:393–400.
6.
go back to reference Spence T, et al. HPV associated head and neck Cancer. Cancers (Basel). 2016;8(8).CrossRef Spence T, et al. HPV associated head and neck Cancer. Cancers (Basel). 2016;8(8).CrossRef
7.
go back to reference de Villiers EM, et al. Classification of papillomaviruses. Virology. 2004;324(1):17–27.CrossRef de Villiers EM, et al. Classification of papillomaviruses. Virology. 2004;324(1):17–27.CrossRef
8.
go back to reference Ghittoni R, et al. Role of human papillomaviruses in carcinogenesis. Ecancermedicalscience. 2015;9:526.CrossRef Ghittoni R, et al. Role of human papillomaviruses in carcinogenesis. Ecancermedicalscience. 2015;9:526.CrossRef
9.
go back to reference Dayyani F, et al. Meta-analysis of the impact of human papillomavirus (HPV) on cancer risk and overall survival in head and neck squamous cell carcinomas (HNSCC). Head Neck Oncol. 2010;2:15.CrossRef Dayyani F, et al. Meta-analysis of the impact of human papillomavirus (HPV) on cancer risk and overall survival in head and neck squamous cell carcinomas (HNSCC). Head Neck Oncol. 2010;2:15.CrossRef
10.
go back to reference Sung WK, et al. Genome-wide survey of recurrent HBV integration in hepatocellular carcinoma. Nat Genet. 2012;44(7):765–9.CrossRef Sung WK, et al. Genome-wide survey of recurrent HBV integration in hepatocellular carcinoma. Nat Genet. 2012;44(7):765–9.CrossRef
11.
go back to reference Stransky N, et al. The mutational landscape of head and neck squamous cell carcinoma. Science. 2011;333(6046):1157–60.CrossRef Stransky N, et al. The mutational landscape of head and neck squamous cell carcinoma. Science. 2011;333(6046):1157–60.CrossRef
12.
go back to reference Jiang Z, et al. The effects of hepatitis B virus integration into the genomes of hepatocellular carcinoma patients. Genome Res. 2012;22(4):593–601.CrossRef Jiang Z, et al. The effects of hepatitis B virus integration into the genomes of hepatocellular carcinoma patients. Genome Res. 2012;22(4):593–601.CrossRef
13.
go back to reference Chen Y, et al. VirusSeq: software to identify viruses and their integration sites using next-generation sequencing of human cancer tissue. Bioinformatics. 2013;29(2):266–7.CrossRef Chen Y, et al. VirusSeq: software to identify viruses and their integration sites using next-generation sequencing of human cancer tissue. Bioinformatics. 2013;29(2):266–7.CrossRef
14.
go back to reference Wang Q, Jia P, Zhao Z. VirusFinder: software for efficient and accurate detection of viruses and their integration sites in host genomes through next generation sequencing data. PLoS One. 2013;8(5):e64465.CrossRef Wang Q, Jia P, Zhao Z. VirusFinder: software for efficient and accurate detection of viruses and their integration sites in host genomes through next generation sequencing data. PLoS One. 2013;8(5):e64465.CrossRef
15.
go back to reference Rampelli S, et al. ViromeScan: a new tool for metagenomic viral community profiling. BMC Genomics. 2016;17:165.CrossRef Rampelli S, et al. ViromeScan: a new tool for metagenomic viral community profiling. BMC Genomics. 2016;17:165.CrossRef
16.
go back to reference Nooij S, et al. Overview of virus metagenomic classification methods and their biological applications. Front Microbiol. 2018;9:749.CrossRef Nooij S, et al. Overview of virus metagenomic classification methods and their biological applications. Front Microbiol. 2018;9:749.CrossRef
17.
go back to reference Bushman F, et al. Genome-wide analysis of retroviral DNA integration. Nat Rev Microbiol. 2005;3(11):848–58.CrossRef Bushman F, et al. Genome-wide analysis of retroviral DNA integration. Nat Rev Microbiol. 2005;3(11):848–58.CrossRef
18.
go back to reference Chen Y, et al. Viral carcinogenesis: factors inducing DNA damage and virus integration. Cancers (Basel). 2014;6(4):2155–86.CrossRef Chen Y, et al. Viral carcinogenesis: factors inducing DNA damage and virus integration. Cancers (Basel). 2014;6(4):2155–86.CrossRef
19.
go back to reference French D, et al. Expression of HPV16 E5 down-modulates the TGFbeta signaling pathway. Mol Cancer. 2013;12:38.CrossRef French D, et al. Expression of HPV16 E5 down-modulates the TGFbeta signaling pathway. Mol Cancer. 2013;12:38.CrossRef
20.
go back to reference Ruttkay-Nedecky B, et al. Relevance of infection with human papillomavirus: the role of the p53 tumor suppressor protein and E6/E7 zinc finger proteins. (Review). Int J Oncol. 2013;43(6):1754–62.CrossRef Ruttkay-Nedecky B, et al. Relevance of infection with human papillomavirus: the role of the p53 tumor suppressor protein and E6/E7 zinc finger proteins. (Review). Int J Oncol. 2013;43(6):1754–62.CrossRef
21.
go back to reference M S, L M, D K. Human papillomavirus-related diseases of the female lower genital tract: oncogenic aspects and molecular interaction. %A Zekan J Collegium antropologicum. 2014;38(2):779–86. M S, L M, D K. Human papillomavirus-related diseases of the female lower genital tract: oncogenic aspects and molecular interaction. %A Zekan J Collegium antropologicum. 2014;38(2):779–86.
22.
go back to reference Wise-Draper TM, Wells SI. Papillomavirus E6 and E7 proteins and their cellular targets. Front Biosci. 2008:1003–17.CrossRef Wise-Draper TM, Wells SI. Papillomavirus E6 and E7 proteins and their cellular targets. Front Biosci. 2008:1003–17.CrossRef
23.
go back to reference Zheng ZM, Baker CC. Papillomavirus genome structure, expression, and post-transcriptional regulation. Front Biosci. 2006:2286–302.CrossRef Zheng ZM, Baker CC. Papillomavirus genome structure, expression, and post-transcriptional regulation. Front Biosci. 2006:2286–302.CrossRef
24.
go back to reference Zhang Y, et al. Subtypes of HPV-positive head and neck cancers are associated with HPV characteristics, copy number alterations, PIK3CA mutation, and pathway signatures. Clin Cancer Res. 2016;22(18):4735–45.CrossRef Zhang Y, et al. Subtypes of HPV-positive head and neck cancers are associated with HPV characteristics, copy number alterations, PIK3CA mutation, and pathway signatures. Clin Cancer Res. 2016;22(18):4735–45.CrossRef
25.
go back to reference Kim D, Langmead B, Salzberg SL. HISAT: a fast spliced aligner with low memory requirements. Nat Methods. 2015;12(4):357–60.CrossRef Kim D, Langmead B, Salzberg SL. HISAT: a fast spliced aligner with low memory requirements. Nat Methods. 2015;12(4):357–60.CrossRef
26.
go back to reference Li H, et al. The sequence alignment/map format and SAMtools. Bioinformatics. 2009;25(16):2078–9.CrossRef Li H, et al. The sequence alignment/map format and SAMtools. Bioinformatics. 2009;25(16):2078–9.CrossRef
27.
go back to reference Pertea M, et al. StringTie enables improved reconstruction of a transcriptome from RNA-seq reads. Nat Biotechnol. 2015;33(3):290–5.CrossRef Pertea M, et al. StringTie enables improved reconstruction of a transcriptome from RNA-seq reads. Nat Biotechnol. 2015;33(3):290–5.CrossRef
28.
go back to reference Wei L, et al. Tobacco exposure results in increased E6 and E7 oncogene expression, DNA damage and mutation rates in cells maintaining episomal human papillomavirus 16 genomes. Carcinogenesis. 2014;35(10):2373–81.CrossRef Wei L, et al. Tobacco exposure results in increased E6 and E7 oncogene expression, DNA damage and mutation rates in cells maintaining episomal human papillomavirus 16 genomes. Carcinogenesis. 2014;35(10):2373–81.CrossRef
29.
go back to reference Arias-Pulido H, et al. Human papillomavirus type 16 integration in cervical carcinoma in situ and in invasive cervical cancer. J Clin Microbiol. 2006;44(5):1755–62.CrossRef Arias-Pulido H, et al. Human papillomavirus type 16 integration in cervical carcinoma in situ and in invasive cervical cancer. J Clin Microbiol. 2006;44(5):1755–62.CrossRef
30.
go back to reference Badaracco G, et al. HPV16 and HPV18 in genital tumors: significantly different levels of viral integration and correlation to tumor invasiveness. J Med Virol. 2002;67(4):574–82.CrossRef Badaracco G, et al. HPV16 and HPV18 in genital tumors: significantly different levels of viral integration and correlation to tumor invasiveness. J Med Virol. 2002;67(4):574–82.CrossRef
31.
go back to reference Si HX, et al. Physical status of HPV-16 in esophageal squamous cell carcinoma. J Clin Virol. 2005;32(1):19–23.CrossRef Si HX, et al. Physical status of HPV-16 in esophageal squamous cell carcinoma. J Clin Virol. 2005;32(1):19–23.CrossRef
32.
go back to reference Mbulawa ZZ, et al. Genital human papillomavirus prevalence and human papillomavirus concordance in heterosexual couples are positively associated with human immunodeficiency virus coinfection. J Infect Dis. 2009;199(10):1514–24.CrossRef Mbulawa ZZ, et al. Genital human papillomavirus prevalence and human papillomavirus concordance in heterosexual couples are positively associated with human immunodeficiency virus coinfection. J Infect Dis. 2009;199(10):1514–24.CrossRef
33.
go back to reference Freire MP, et al. Genital prevalence of HPV types and co-infection in men. Int Braz J Urol. 2014;40(1):67–71.CrossRef Freire MP, et al. Genital prevalence of HPV types and co-infection in men. Int Braz J Urol. 2014;40(1):67–71.CrossRef
34.
go back to reference Graham SV, Faizo AAA. Control of human papillomavirus gene expression by alternative splicing. Virus Res. 2017;231:83–95.CrossRef Graham SV, Faizo AAA. Control of human papillomavirus gene expression by alternative splicing. Virus Res. 2017;231:83–95.CrossRef
Metadata
Title
DisV-HPV16, versatile and powerful software to detect HPV in RNA sequencing data
Authors
Bingqing Yan
Xinyi Liu
Siwei Zhang
Siyang Yu
Fangjia Tong
Huanhuan Xie
Lianhao Song
Yan Zhang
Lanlan Wei
Publication date
01-12-2019
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2019
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-019-4123-z

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