Evidence map›Paper›PMID 40997813›Full record

ArticleCell genomics2025

Repeats mimic pathogen-associated patterns across a vast evolutionary landscape.

Petr Šulc, Andrea Di Gioacchino, Alexander Solovyov, Siyu Sun, Stephen Martis, Sajid A Marhon, Håvard T Lindholm, Raymond Chen, Amir Hosseini, Hua Jiang and 11 more

Abstract read
In one paragraph

Article in Cell genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

21 authors.

Petr ŠulcSchool of Molecular Sciences and Center for Molecular Design and Biomimetics, The Biodesign Institute, Arizona State University, Tempe, AZ, USA; School of Natural Sciences, Department of Bioscience, TU Munich, Garching, Germany. Electronic address: psulc@asu.edu.
Andrea Di GioacchinoLaboratoire de Physique de l'Ecole Normale Supérieure, PSL & CNRS, Sorbonne Université, Université de Paris, Paris, France. Electronic address: andrea.dgioacchino@gmail.com.
Alexander SolovyovThe Halvorsen Center for Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Siyu SunThe Halvorsen Center for Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Stephen MartisThe Halvorsen Center for Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Sajid A MarhonPrincess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada.
Håvard T LindholmPrincess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada.
Raymond ChenPrincess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada.
Amir HosseiniPrincess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada; Ludwig Institute for Cancer Research, Nuffield Department of Medicine, University of Oxford, OX3 7DQ Oxford, UK.
Hua JiangLaboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA.
Bao-Han LyEuropean Research Institute for the Biology of Ageing, University Medical Center Groningen, Groningen, the Netherlands.
Martin S TaylorDepartment of Pathology and Laboratory Medicine, Brown University, Providence, RI, USA; Brown Center on the Biology of Aging, Brown University, Providence, RI, USA; Legorreta Cancer Center, Brown University, Providence, RI, USA.
Parinaz MehdipourPrincess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada; Ludwig Institute for Cancer Research, Nuffield Department of Medicine, University of Oxford, OX3 7DQ Oxford, UK.
Omar Abdel-WahabSloan Kettering Institute, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Leukemia Service, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Nicole RuskThe Halvorsen Center for Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Nicolas VabretTisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
John LaCavaLaboratory of Cellular and Structural Biology, The Rockefeller University, New York, NY, USA. Electronic address: jlacava@rockefeller.edu.
Daniel D De CarvalhoPrincess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada. Electronic address: daniel.decarvalho@uhn.ca.
Rémi MonassonLaboratoire de Physique de l'Ecole Normale Supérieure, PSL & CNRS, Sorbonne Université, Université de Paris, Paris, France.
Simona CoccoLaboratoire de Physique de l'Ecole Normale Supérieure, PSL & CNRS, Sorbonne Université, Université de Paris, Paris, France. Electronic address: simona.cocco@phys.ens.fr.
Benjamin D GreenbaumThe Halvorsen Center for Computational Oncology, Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA; Physiology, Biophysics & Systems Biology, Weill Cornell Medicine, Weill Cornell Medical College, New York, NY, USA; The Olayan Center for Cancer Vaccines, Memorial Sloan Kettering Cancer Center, New York, NY, USA. Electronic address: greenbab@mskcc.org.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI SELWYN M VICKERS · 1985 to 2026
$347.4M
Defining molecular contributions of LINE-1 retrotransposons to AD / ADRDR01AG078925 · NIA · ROCKEFELLER UNIVERSITY · PI John LaCava, John M Sedivy · 2022 to 2026
$3.7M
Understanding the Relationship of Repeat Expression and MetastasisR01CA240924 · NCI · MASSACHUSETTS GENERAL HOSPITAL · PI GREENBAUM, BENJAMIN, TING, DAVID TSAI · 2019 to 2023
$3.3M
Demonstrating interactome-level connections between Alzheimer disease, LINE-1 retrotransposons, and cellular senescenceR01GM126170 · NIGMS · ROCKEFELLER UNIVERSITY · PI LACAVA, JOHN · 2018 to 2021
$2.4M
Elucidating structural, mechanistic, and allosteric determinants of mTOR Complex 2 (mTORC2) signaling.K08DK129824 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI TAYLOR, MARTIN S · 2021 to 2025
$853k
NCI NIH HHS P30 CA008748NCI NIH HHS R01 CA240924NIA NIH HHS R01 AG078925NIDDK NIH HHS K08 DK129824NIGMS NIH HHS R01 GM126170
6 · The paper itself

Abstract

An emerging hallmark of many human diseases is transcription of typically silenced repetitive DNA containing pathogen-associated molecular patterns (PAMPs). These PAMPs engage the innate immune system via pattern recognition receptors (PRRs)-a phenomenon known as viral mimicry. We propose a statistical physics framework to quantify viral mimicry by measuring "selective forces" that enrich PAMPs compared to a genome-wide reference distribution. We validate our predictions by identifying repeats that bind different PRRs and show potential viral mimics in different repeat families across eukaryotic genomes, suggesting shared mechanisms drive emergence and retention. We propose two non-exclusive evolutionary hypotheses. The first "repeat-centric" hypothesis posits PAMPs are integral to the repeat life cycle and are therefore enriched as they mediate repeat expansion. The second "organism-centric" hypothesis proposes viral mimicry functions as a cell-intrinsic feedback mechanism for sensing and reacting to transcriptional dysregulation, which provides a selective pressure to maintain PAMPs in genomes.

Indexed as

Evolution, MolecularMolecular MimicryReceptors, Pattern RecognitionRepetitive Sequences, Nucleic AcidHumansImmunity, InnateReceptors, Pattern Recognitioncancergenome evolutioninnate immunitymathematical modelsnon-coding RNApathogen-associated molecular patternsrepetitive elementsstatistical physicsviral mimicry

Identifiers

PMID40997813
PMCPMC12802575

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.