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Published on: September 15, 2023
Viral expression associated with gastrointestinal adenocarcinomas in TCGA high-throughput sequencing data
Daria Salyakina1, Nicholas F Tsinoremas
1Center for Computational Science, University of Miami, 1120 NW 14 St, Miami, FL 33136, USA. dsalyakina@med.miami.edu.
Background:
Up to 20% of cancers worldwide are thought to be associated with microbial pathogens, including bacteria and viruses. The widely used methods of viral infection detection are usually limited to a few a priori suspected viruses in one cancer type. To our knowledge, there have not been many broad screening approaches to address this problem more comprehensively.
Methods:
In this study, we performed a comprehensive screening for viruses in nine common cancers using a multistep computational approach. Tumor transcriptome and genome sequencing data were available from The Cancer Genome Atlas (TCGA). Nine hundred fifty eight primary tumors in nine common cancers with poor prognosis were screened against a non-redundant database of virus sequences. DNA sequences from normal matched tissue specimens were used as controls to test whether each virus is associated with tumors.
Results:
We identified human papilloma virus type 18 (HPV-18) and four human herpes viruses (HHV) types 4, 5, 6B, and 8, also known as EBV, CMV, roseola virus, and KSHV, in colon, rectal, and stomach adenocarcinomas. In total, 59% of screened gastrointestinal adenocarcinomas (GIA) were positive for at least one virus: 26% for EBV, 21% for CMV, 7% for HHV-6B, and 20% for HPV-18. Over 20% of tumors were co-infected with multiple viruses. Two viruses (EBV and CMV) were statistically significantly associated with colorectal cancers when compared to the matched healthy tissues from the same individuals (p = 0.02 and 0.03, respectively). HPV-18 was not detected in DNA, and thus, no association testing was possible. Nevertheless, HPV-18 expression patterns suggest viral integration in the host genome, consistent with the potentially oncogenic nature of HPV-18 in colorectal adenocarcinomas. The estimated counts of viral copies were below one per cell for all identified viruses and approached the detection limit.
Conclusions:
Our comprehensive screening for viruses in multiple cancer types using next-generation sequencing data clearly demonstrates the presence of viral sequences in GIA. EBV, CMV, and HPV-18 are potentially causal for GIA, although their oncogenic role is yet to be established.
Insights
A comprehensive viral screening in gastrointestinal adenocarcinomas (GIA) found Epstein-Barr virus (EBV), cytomegalovirus (CMV), and human papillomavirus type 18 (HPV-18). These viruses were significantly associated with GIA, suggesting a potential causal role in cancer development.
Area of Science:
- Oncology
- Virology
- Bioinformatics
Background:
- Up to 20% of global cancers are linked to microbial pathogens, including viruses.
- Current viral detection methods are limited, often focusing on specific viruses per cancer type.
- Broad screening approaches for comprehensive viral analysis in cancer are lacking.
Purpose of the Study:
- To conduct a comprehensive screening for viruses in nine common human cancers.
- To investigate the association of detected viruses with tumor development using TCGA data.
- To identify potential viral contributors to gastrointestinal adenocarcinomas (GIA).
Main Methods:
- Utilized a multistep computational approach for viral screening.
- Analyzed tumor transcriptome and genome sequencing data from The Cancer Genome Atlas (TCGA).
- Screened 958 primary tumors across nine cancers against a viral sequence database, using normal tissue controls.
Main Results:
- Identified human papillomavirus type 18 (HPV-18) and human herpesviruses (HHV) 4 (EBV), 5 (CMV), 6B, and 8 in colon, rectal, and stomach adenocarcinomas.
- 59% of gastrointestinal adenocarcinomas (GIA) tested positive for at least one virus (EBV 26%, CMV 21%, HPV-18 20%, HHV-6B 7%).
- Epstein-Barr virus (EBV) and cytomegalovirus (CMV) showed significant association with colorectal cancers (p=0.02 and p=0.03).
Conclusions:
- Comprehensive viral screening using next-generation sequencing data confirms viral presence in GIA.
- Epstein-Barr virus (EBV), cytomegalovirus (CMV), and human papillomavirus type 18 (HPV-18) are implicated as potential causal agents in GIA.
- Further research is needed to establish the definitive oncogenic role of these viruses in GIA.
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