Evidence for virus-mediated oncogenesis in bladder cancers arising in solid organ transplant recipients

  1. Gabriel J Starrett  Is a corresponding author
  2. Kelly Yu
  3. Yelena Golubeva
  4. Petra Lenz
  5. Mary L Piaskowski
  6. David Petersen
  7. Michael Dean
  8. Ajay Israni
  9. Brenda Y Hernandez
  10. Thomas C Tucker
  11. Iona Cheng
  12. Lou Gonsalves
  13. Cyllene R Morris
  14. Shehnaz K Hussain
  15. Charles F Lynch
  16. Reuben S Harris
  17. Ludmila Prokunina-Olsson
  18. Paul S Meltzer
  19. Christopher B Buck
  20. Eric A Engels
  1. National Cancer Institute, United States
  2. Leidos Biomedical Research Inc, United States
  3. University of Minnesota, United States
  4. University of Hawaii, United States
  5. University of Kentucky, United States
  6. University of California, San Francisco, United States
  7. Connecticut Department of Public Health, United States
  8. University of California, Davis, United States
  9. Cedars-Sinai Medical Center, United States
  10. University of Iowa, United States
  11. Howard Hughes Medical Institute, University of Minnesota-Twin Cities, United States

Abstract

A small percentage of bladder cancers in the general population have been found to harbor DNA viruses. In contrast, up to 25% of tumors of solid organ transplant recipients, who are at an increased risk of developing bladder cancer and have overall poorer outcome, harbor BK polyomavirus (BKPyV). To better understand the biology of the tumors and the mechanisms of carcinogenesis from potential oncoviruses, we performed whole genome and transcriptome sequencing on bladder cancer specimens from 43 transplant patients. Nearly half of tumors from this patient population contained viral sequences. The most common were from BKPyV (N=9, 21%), JC polyomavirus (N=7, 16%), carcinogenic human papillomaviruses (N=3, 7%), and torque teno viruses (N=5, 12%). Immunohistochemistry revealed variable Large T antigen expression in BKPyV-positive tumors ranging from 100% positive staining of tumor tissue to less than 1%. In most cases of BKPyV-positive tumors, the viral genome appeared to be clonally integrated into the host chromosome consistent with microhomology-mediated end joining and coincided with focal amplifications of the tumor genome similar to other virus-mediated cancers. Significant changes in host gene expression consistent with the functions of BKPyV Large T antigen were also observed in these tumors. Lastly, we identified four mutation signatures in our cases with those attributable to APOBEC3 and SBS5 being the most abundant. Mutation signatures associated with the antiviral drug, ganciclovir, and aristolochic acid, a nephrotoxic compound found in some herbal medicines, were also observed. The results suggest multiple pathways to carcinogenesis in solid organ transplant recipients with a large fraction being virus-associated.

Data availability

All refseqs for human papillomaviruses were downloaded from PaVE and refseqs for human polyomaviruses were downloaded from NCBI as of November 2018. All sequencing data generated in this study are available from dbGaP under accession phs003012.v1.p1. Viral contigs from this study are deposited in GenBank under accessions OQ469311 and OQ469312. All other contigs and larger IHC images are deposited in figshare (https://figshare.com/projects/Common_Mechanisms_of_Virus-Mediated_Oncogenesis_in_Bladder_Cancers_Arising_in_Solid_Organ_Transplant_Recipients/132833). Code used in this manuscript are available from www.github.com/gstarrett/oncovirus_tools.

The following data sets were generated

Article and author information

Author details

  1. Gabriel J Starrett

    Laboratory of Cellular Oncology, National Cancer Institute, Bethesda, United States
    For correspondence
    gabe.starrett@nih.gov
    Competing interests
    No competing interests declared.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-5871-5306
  2. Kelly Yu

    National Cancer Institute, Rockville, United States
    Competing interests
    No competing interests declared.
  3. Yelena Golubeva

    Leidos Biomedical Research Inc, Frederick, United States
    Competing interests
    Yelena Golubeva, is affiliated with Leidos Biomedical Research Inc. The author has no financial interests to declare..
  4. Petra Lenz

    Leidos Biomedical Research Inc, Frederick, United States
    Competing interests
    Petra Lenz, is affiliated with Leidos Biomedical Research Inc. The author has no financial interests to declare..
  5. Mary L Piaskowski

    Laboratory of Cellular Oncology, National Cancer Institute, Bethesda, United States
    Competing interests
    No competing interests declared.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0001-8453-6416
  6. David Petersen

    Laboratory of Cellular Oncology, National Cancer Institute, Bethesda, United States
    Competing interests
    No competing interests declared.
  7. Michael Dean

    National Cancer Institute, Rockville, United States
    Competing interests
    No competing interests declared.
  8. Ajay Israni

    Department of Medicine, University of Minnesota, Minneapolis, United States
    Competing interests
    No competing interests declared.
  9. Brenda Y Hernandez

    Cancer Center, University of Hawaii, Honolulu, United States
    Competing interests
    No competing interests declared.
  10. Thomas C Tucker

    The Kentucky Cancer Registry, University of Kentucky, Lexington, United States
    Competing interests
    No competing interests declared.
  11. Iona Cheng

    Department of Epidemiology and Biostatistics, University of California, San Francisco, Fremont, United States
    Competing interests
    No competing interests declared.
  12. Lou Gonsalves

    Connecticut Tumor Registry, Connecticut Department of Public Health, Hartford, United States
    Competing interests
    No competing interests declared.
  13. Cyllene R Morris

    California Cancer Reporting and Epidemiologic Surveillance Program, University of California, Davis, Davis, United States
    Competing interests
    No competing interests declared.
  14. Shehnaz K Hussain

    Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, United States
    Competing interests
    No competing interests declared.
  15. Charles F Lynch

    The Iowa Cancer Registry, University of Iowa, Iowa City, United States
    Competing interests
    No competing interests declared.
  16. Reuben S Harris

    Howard Hughes Medical Institute, University of Minnesota-Twin Cities, Minneapolis, United States
    Competing interests
    Reuben S Harris, is a co-founder, shareholder, and consultant of ApoGen Biotechnologies Inc. The remaining authors have no competing interests to declare..
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-9034-9112
  17. Ludmila Prokunina-Olsson

    National Cancer Institute, Rockville, United States
    Competing interests
    No competing interests declared.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0002-9622-2091
  18. Paul S Meltzer

    Molecular Genetics Section, National Cancer Institute, Bethesda, United States
    Competing interests
    No competing interests declared.
  19. Christopher B Buck

    Lab of Cellular Oncology, National Cancer Institute, Bethesda, United States
    Competing interests
    No competing interests declared.
    ORCID icon "This ORCID iD identifies the author of this article:" 0000-0003-3165-8094
  20. Eric A Engels

    National Cancer Institute, Rockville, United States
    Competing interests
    No competing interests declared.

Funding

National Institutes of Health (Intramural Research Program)

  • Gabriel J Starrett
  • Christopher B Buck
  • Eric A Engels

The funders had no role in study design, data collection and interpretation, or the decision to submit the work for publication.

Ethics

Human subjects: The TCM Study is considered non-human subjects research at the National Institutes of Health because researchers do not receive identifying information on patients, and the present project utilizes materials collected previously for clinical purposes. The TCM Study was reviewed, as required, by human subjects committees at participating cancer registries.

Copyright

This is an open-access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.

Metrics

  • 1,300
    views
  • 238
    downloads
  • 12
    citations

Views, downloads and citations are aggregated across all versions of this paper published by eLife.

Download links

A two-part list of links to download the article, or parts of the article, in various formats.

Downloads (link to download the article as PDF)

Open citations (links to open the citations from this article in various online reference manager services)

Cite this article (links to download the citations from this article in formats compatible with various reference manager tools)

  1. Gabriel J Starrett
  2. Kelly Yu
  3. Yelena Golubeva
  4. Petra Lenz
  5. Mary L Piaskowski
  6. David Petersen
  7. Michael Dean
  8. Ajay Israni
  9. Brenda Y Hernandez
  10. Thomas C Tucker
  11. Iona Cheng
  12. Lou Gonsalves
  13. Cyllene R Morris
  14. Shehnaz K Hussain
  15. Charles F Lynch
  16. Reuben S Harris
  17. Ludmila Prokunina-Olsson
  18. Paul S Meltzer
  19. Christopher B Buck
  20. Eric A Engels
(2023)
Evidence for virus-mediated oncogenesis in bladder cancers arising in solid organ transplant recipients
eLife 12:e82690.
https://doi.org/10.7554/eLife.82690

Share this article

https://doi.org/10.7554/eLife.82690

Further reading

    1. Cancer Biology
    2. Computational and Systems Biology
    Rosalyn W Sayaman, Masaru Miyano ... Mark LaBarge
    Research Article

    Effects from aging in single cells are heterogenous, whereas at the organ- and tissue-levels aging phenotypes tend to appear as stereotypical changes. The mammary epithelium is a bilayer of two major phenotypically and functionally distinct cell lineages: luminal epithelial and myoepithelial cells. Mammary luminal epithelia exhibit substantial stereotypical changes with age that merit attention because these cells are the putative cells-of-origin for breast cancers. We hypothesize that effects from aging that impinge upon maintenance of lineage fidelity increase susceptibility to cancer initiation. We generated and analyzed transcriptomes from primary luminal epithelial and myoepithelial cells from younger <30 (y)ears old and older >55y women. In addition to age-dependent directional changes in gene expression, we observed increased transcriptional variance with age that contributed to genome-wide loss of lineage fidelity. Age-dependent variant responses were common to both lineages, whereas directional changes were almost exclusively detected in luminal epithelia and involved altered regulation of chromatin and genome organizers such as SATB1. Epithelial expression of gap junction protein GJB6 increased with age, and modulation of GJB6 expression in heterochronous co-cultures revealed that it provided a communication conduit from myoepithelial cells that drove directional change in luminal cells. Age-dependent luminal transcriptomes comprised a prominent signal that could be detected in bulk tissue during aging and transition into cancers. A machine learning classifier based on luminal-specific aging distinguished normal from cancer tissue and was highly predictive of breast cancer subtype. We speculate that luminal epithelia are the ultimate site of integration of the variant responses to aging in their surrounding tissue, and that their emergent phenotype both endows cells with the ability to become cancer-cells-of-origin and represents a biosensor that presages cancer susceptibility.

    1. Cancer Biology
    Jae Hun Shin, Jooyoung Park ... Alfred LM Bothwell
    Research Article

    Metastasis is the leading cause of cancer-related mortality. Paneth cells provide stem cell niche factors in homeostatic conditions, but the underlying mechanisms of cancer stem cell niche development are unclear. Here, we report that Dickkopf-2 (DKK2) is essential for the generation of cancer cells with Paneth cell properties during colon cancer metastasis. Splenic injection of Dkk2 knockout (KO) cancer organoids into C57BL/6 mice resulted in a significant reduction of liver metastases. Transcriptome analysis showed reduction of Paneth cell markers such as lysozymes in KO organoids. Single-cell RNA sequencing analyses of murine metastasized colon cancer cells and patient samples identified the presence of lysozyme positive cells with Paneth cell properties including enhanced glycolysis. Further analyses of transcriptome and chromatin accessibility suggested hepatocyte nuclear factor 4 alpha (HNF4A) as a downstream target of DKK2. Chromatin immunoprecipitation followed by sequencing analysis revealed that HNF4A binds to the promoter region of Sox9, a well-known transcription factor for Paneth cell differentiation. In the liver metastatic foci, DKK2 knockout rescued HNF4A protein levels followed by reduction of lysozyme positive cancer cells. Taken together, DKK2-mediated reduction of HNF4A protein promotes the generation of lysozyme positive cancer cells with Paneth cell properties in the metastasized colon cancers.