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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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 |
work_keys_str_mv |
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