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Published on: July 28, 2010
Abnormal ERV Expression and Its Clinical Relevance in Colon Cancer
Aditya Bhagwate1, William Taylor2, John Kisiel2
1Division of Computational Biology, Mayo Clinic, Rochester, MN 55905, USA.
Background/Objectives:
Human endogenous retroviruses (ERVs) are genomic sequences integrated into the human genome from ancestral exogenous retroviruses and are epigenetically silenced under normal conditions. Growing evidence has shown that they can be reactivated in human diseases such as cancers and autoimmune diseases. However, their clinical implications in colon cancer are yet to be explored.
Methods:
RNA-seq data were downloaded from RNA Atlas and TCGA for cell lines and tissue samples, respectively. After alignment, ERV expression was quantified against comprehensively compiled ERVs (3220). ERV expression profiles were compared between sequencing protocols, cancer and normal cells, and matched tumor and normal tissue pairs. Unsupervised clustering was used to identify ERV-defined tumor subtypes and their associations with clinical and other molecular features. ERV association with disease-specific survival (DSS) was performed using the Cox regression model.
Results:
PolyA and total RNA protocols were comparable in ERV expression detection. Cancer cells had significantly increased ERV expression and reactivation. Upregulated ERVs were significantly enriched in viral protein interactions with cytokine and cytokine receptors. ERV expression-defined tumor classes were significantly associated with tumor mutation burden and immuno-phenotypes such as antigen processing and presenting machinery and tumor immune infiltration score. Survival analysis identified 152 ERVs to be independently associated with DSS.
Conclusions:
ERV abnormal expression is common in colon cancer. The ERV-defined subtypes are associated with tumor immunity, and some ERVs are independently associated with patient outcomes.
Insights
Human endogenous retroviruses (ERVs) are reactivated in colon cancer, impacting tumor immunity and patient survival. These ERV expression patterns define subtypes associated with clinical outcomes.
Area of Science:
- Genomics
- Oncology
- Virology
Background:
- Human endogenous retroviruses (ERVs) are silenced in normal cells but can reactivate in diseases.
- Their role in colon cancer pathogenesis and clinical significance remains largely unexplored.
Purpose of the Study:
- To investigate the expression and clinical implications of human endogenous retroviruses (ERVs) in colon cancer.
Main Methods:
- Analyzed RNA-seq data from cell lines and tissue samples.
- Quantified ERV expression and compared profiles between cancer and normal samples.
- Used unsupervised clustering to define ERV-associated tumor subtypes and Cox regression for survival analysis.
Main Results:
- Significantly increased ERV expression and reactivation were observed in colon cancer cells.
- ERV expression patterns correlated with tumor mutation burden and immune phenotypes.
- 152 ERVs were independently associated with disease-specific survival (DSS).
Conclusions:
- Abnormal ERV expression is prevalent in colon cancer.
- ERV-defined subtypes are linked to tumor immunity.
- Specific ERVs serve as independent prognostic markers for patient outcomes.
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