Human Endogenous Retrovirus Expression Is Associated with Head and Neck Cancer and Differential Survival

Human endogenous retroviruses (HERVs) have been implicated in a variety of human diseases including cancers. However, technical challenges in analyzing HERV sequence data have limited locus-specific characterization of HERV expression. Here, we use the software Telescope (developed to identify expre...

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Main Authors: Allison R. Kolbe, Matthew L. Bendall, Alexander T. Pearson, Doru Paul, Douglas F. Nixon, Marcos Pérez-Losada, Keith A. Crandall
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Viruses
Subjects:
Online Access:https://www.mdpi.com/1999-4915/12/9/956
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spelling doaj-1f2bff19db004143879ae68348aba4e12020-11-25T03:57:25ZengMDPI AGViruses1999-49152020-08-011295695610.3390/v12090956Human Endogenous Retrovirus Expression Is Associated with Head and Neck Cancer and Differential SurvivalAllison R. Kolbe0Matthew L. Bendall1Alexander T. Pearson2Doru Paul3Douglas F. Nixon4Marcos Pérez-Losada5Keith A. Crandall6Computational Biology Institute, Milken Institute School of Public Health, George Washington University, Washington, DC 20052, USADivision of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY 10021, USADepartment of Medicine, The University of Chicago Medicine, Chicago, IL 60637, USADivision of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY 10021, USADivision of Infectious Diseases, Department of Medicine, Weill Cornell Medicine, New York, NY 10021, USAComputational Biology Institute, Milken Institute School of Public Health, George Washington University, Washington, DC 20052, USAComputational Biology Institute, Milken Institute School of Public Health, George Washington University, Washington, DC 20052, USAHuman endogenous retroviruses (HERVs) have been implicated in a variety of human diseases including cancers. However, technical challenges in analyzing HERV sequence data have limited locus-specific characterization of HERV expression. Here, we use the software Telescope (developed to identify expressed transposable elements from metatranscriptomic data) on 43 paired tumor and adjacent normal tissue samples from The Cancer Genome Atlas Program to produce the first locus-specific retrotranscriptome of head and neck cancer. Telescope identified over 3000 expressed HERVs in tumor and adjacent normal tissue, and 1078 HERVs were differentially expressed between the two tissue types. The majority of differentially expressed HERVs were expressed at a higher level in tumor tissue. Differentially expressed HERVs were enriched in members of the HERVH family. Hierarchical clustering based on HERV expression in tumor-adjacent normal tissue resulted in two distinct clusters with significantly different survival probability. Together, these results highlight the importance of future work on the role of HERVs across a range of cancers.https://www.mdpi.com/1999-4915/12/9/956RNA-seqtransposable elementendogenous retroviruscancerTCGA
collection DOAJ
language English
format Article
sources DOAJ
author Allison R. Kolbe
Matthew L. Bendall
Alexander T. Pearson
Doru Paul
Douglas F. Nixon
Marcos Pérez-Losada
Keith A. Crandall
spellingShingle Allison R. Kolbe
Matthew L. Bendall
Alexander T. Pearson
Doru Paul
Douglas F. Nixon
Marcos Pérez-Losada
Keith A. Crandall
Human Endogenous Retrovirus Expression Is Associated with Head and Neck Cancer and Differential Survival
Viruses
RNA-seq
transposable element
endogenous retrovirus
cancer
TCGA
author_facet Allison R. Kolbe
Matthew L. Bendall
Alexander T. Pearson
Doru Paul
Douglas F. Nixon
Marcos Pérez-Losada
Keith A. Crandall
author_sort Allison R. Kolbe
title Human Endogenous Retrovirus Expression Is Associated with Head and Neck Cancer and Differential Survival
title_short Human Endogenous Retrovirus Expression Is Associated with Head and Neck Cancer and Differential Survival
title_full Human Endogenous Retrovirus Expression Is Associated with Head and Neck Cancer and Differential Survival
title_fullStr Human Endogenous Retrovirus Expression Is Associated with Head and Neck Cancer and Differential Survival
title_full_unstemmed Human Endogenous Retrovirus Expression Is Associated with Head and Neck Cancer and Differential Survival
title_sort human endogenous retrovirus expression is associated with head and neck cancer and differential survival
publisher MDPI AG
series Viruses
issn 1999-4915
publishDate 2020-08-01
description Human endogenous retroviruses (HERVs) have been implicated in a variety of human diseases including cancers. However, technical challenges in analyzing HERV sequence data have limited locus-specific characterization of HERV expression. Here, we use the software Telescope (developed to identify expressed transposable elements from metatranscriptomic data) on 43 paired tumor and adjacent normal tissue samples from The Cancer Genome Atlas Program to produce the first locus-specific retrotranscriptome of head and neck cancer. Telescope identified over 3000 expressed HERVs in tumor and adjacent normal tissue, and 1078 HERVs were differentially expressed between the two tissue types. The majority of differentially expressed HERVs were expressed at a higher level in tumor tissue. Differentially expressed HERVs were enriched in members of the HERVH family. Hierarchical clustering based on HERV expression in tumor-adjacent normal tissue resulted in two distinct clusters with significantly different survival probability. Together, these results highlight the importance of future work on the role of HERVs across a range of cancers.
topic RNA-seq
transposable element
endogenous retrovirus
cancer
TCGA
url https://www.mdpi.com/1999-4915/12/9/956
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