Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Repeats Mimic Immunostimulatory Viral Features Across a Vast Evolutionary Landscape

Petr Šulc, Alexander Solovyov, View ORCID ProfileSajid A. Marhon, Siyu Sun, View ORCID ProfileJohn LaCava, Omar Abdel-Wahab, Nicolas Vabret, Daniel D. De Carvalho, Rémi Monasson, Simona Cocco, Benjamin D. Greenbaum
doi: https://doi.org/10.1101/2021.11.04.467016
Petr Šulc
1School of Molecular Sciences and Center for Molecular Design and Biomimetics, The Biodesign Institute, Arizona State University, Tempe, AZ 85281, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: psulc@asu.edu greenbab@mskcc.org
Alexander Solovyov
2Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Sajid A. Marhon
3Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Sajid A. Marhon
Siyu Sun
2Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
John LaCava
4Laboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY 10065, USA
5European Research Institute for the Biology of Ageing, University Medical Center Groningen, Groningen, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for John LaCava
Omar Abdel-Wahab
6Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY 10021, USA
7Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY 10021, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nicolas Vabret
8Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10065 USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Daniel D. De Carvalho
3Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada
9Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Rémi Monasson
10Laboratoire de Physique de l’Ecole Normale Supérieure, PSL & CNRS UMR8063, Sorbonne Université, Université de Paris, Paris, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Simona Cocco
10Laboratoire de Physique de l’Ecole Normale Supérieure, PSL & CNRS UMR8063, Sorbonne Université, Université de Paris, Paris, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Benjamin D. Greenbaum
2Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY 10065, USA
11Physiology, Biophysics & Systems Biology, Weill Cornell Medicine, Weill Cornell Medical College, New York, NY 10065, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: psulc@asu.edu greenbab@mskcc.org
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Supplementary material
  • Preview PDF
Loading

ABSTRACT

An emerging hallmark across many human diseases - such as cancer, autoimmune and neurodegenerative disorders – is the aberrant transcription of typically silenced repetitive elements. Once transcribed they can mimic pathogen-associated molecular patterns and bind pattern recognition receptors, thereby engaging the innate immune system and triggering inflammation in a process known as “viral mimicry”. Yet how to quantify pathogen mimicry, and the degree to which it is shaped by natural selection, remains a gap in our understanding of both genome evolution and the immunological basis of disease. Here we propose a theoretical framework that combines recent biological observations with statistical physics and population genetics to quantify the selective forces on virus-like features generated by repeats and integrate these forces into predictive evolutionary models. We establish that many repeat families have evolutionarily maintained specific classes of viral mimicry. We show that for HSATII and intact LINE-1 selective forces maintain CpG motifs, while for a set of SINE and LINE elements the formation of long double-stranded RNA is more prevalent than expected from a neutral evolutionary model. We validate our models by showing predicted immunostimulatory inverted SINE elements bind the MDA5 receptor under conditions of epigenetic dysregulation and that they are disproportionately present during intron retention when RNA splicing is pharmacologically inhibited. We conclude viral mimicry is a general evolutionary mechanism whereby genomes co-opt features generated by repetitive sequences to trigger the immune system, acting as a quality control system to flag genome dysregulation. We demonstrate these evolutionary principles can be learned and applied to predictive models. Our work therefore serves as a resource to identify repeats with candidate immunostimulatory features and leverage them therapeutically.

Competing Interest Statement

O.A.-W. has performed consulting for Incyte, Prelude Therapeutics, AstraZeneca, Merck, Janssen, Pfizer Boulder, and LoxoOncology/Eli Lilly and is on the Scientific Advisory Board of AIChemy and Harmonic Discovery Inc. B.G. has received honoraria for speaking engagements from Merck, Bristol Meyers Squibb, and Chugai Pharmaceuticals; has received research funding from Bristol Meyers Squibb and Merck; and has been a compensated consultant for Darwin Health, Merck, PMV Pharma and Rome Therapeutics of which he is a co-founder. A.S. has been a compensated consultant for Rome Therapeutics. D.D.C received research funding from Pfizer and Nektar therapeutics; is a shareholder, co-founder and CSO of Adela (former DNAMx).

Footnotes

  • ↵# Denotes Senior Author

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
Back to top
PreviousNext
Posted November 04, 2021.
Download PDF

Supplementary Material

Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Repeats Mimic Immunostimulatory Viral Features Across a Vast Evolutionary Landscape
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Repeats Mimic Immunostimulatory Viral Features Across a Vast Evolutionary Landscape
Petr Šulc, Alexander Solovyov, Sajid A. Marhon, Siyu Sun, John LaCava, Omar Abdel-Wahab, Nicolas Vabret, Daniel D. De Carvalho, Rémi Monasson, Simona Cocco, Benjamin D. Greenbaum
bioRxiv 2021.11.04.467016; doi: https://doi.org/10.1101/2021.11.04.467016
Reddit logo Twitter logo Facebook logo LinkedIn logo Mendeley logo
Citation Tools
Repeats Mimic Immunostimulatory Viral Features Across a Vast Evolutionary Landscape
Petr Šulc, Alexander Solovyov, Sajid A. Marhon, Siyu Sun, John LaCava, Omar Abdel-Wahab, Nicolas Vabret, Daniel D. De Carvalho, Rémi Monasson, Simona Cocco, Benjamin D. Greenbaum
bioRxiv 2021.11.04.467016; doi: https://doi.org/10.1101/2021.11.04.467016

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Systems Biology
Subject Areas
All Articles
  • Animal Behavior and Cognition (4383)
  • Biochemistry (9602)
  • Bioengineering (7097)
  • Bioinformatics (24871)
  • Biophysics (12625)
  • Cancer Biology (9962)
  • Cell Biology (14362)
  • Clinical Trials (138)
  • Developmental Biology (7964)
  • Ecology (12112)
  • Epidemiology (2067)
  • Evolutionary Biology (15992)
  • Genetics (10929)
  • Genomics (14745)
  • Immunology (9871)
  • Microbiology (23681)
  • Molecular Biology (9486)
  • Neuroscience (50891)
  • Paleontology (369)
  • Pathology (1540)
  • Pharmacology and Toxicology (2683)
  • Physiology (4020)
  • Plant Biology (8657)
  • Scientific Communication and Education (1510)
  • Synthetic Biology (2397)
  • Systems Biology (6441)
  • Zoology (1346)