Evidence map›Paper›PMID 39445720›Full record

ArticleCancer discovery2025

Cancer Prevalence across Vertebrates.

Zachary T Compton, Walker Mellon, Valerie K Harris, Shawn Rupp, Diego Mallo, Stefania E Kapsetaki, Mallory Wilmot, Ryan Kennington, Kathleen Noble, Cristina Baciu and 23 more

Abstract read
In one paragraph

Article in Cancer discovery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.

0numbers the graph read from it
0cells of the map it votes in
45citing 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

45 citing papers in PubMed.

  1. Article
  2. Indirect genomic effects shape cancer risk across species.bioRxiv : the preprint server for biology · 2026
    Article
  3. Article
  4. Review
  5. Article
  6. Review
  7. Article
  8. Divergent understandings in comparative oncology.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  9. Article
  10. Reply to Compton et al.: Another paradoxical misunderstanding.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Divergent evolutionary dynamics of benign and malignant tumors.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  19. Review
  20. Harmonized nonhuman cancer database.bioRxiv : the preprint server for biology · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

33 authors.

Zachary T ComptonArizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0000-0002-0558-2316
Walker MellonArizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0009-0004-0948-5144
Valerie K HarrisArizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0000-0002-8577-4157
Shawn RuppArizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0000-0002-4651-6307
Diego MalloArizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0000-0002-9046-8859
Stefania E KapsetakiArizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0000-0002-9999-8573
Mallory WilmotDepartment of Pediatrics and Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah.ORCID 0009-0009-3434-1245
Ryan KenningtonDepartment of Pediatrics and Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah.ORCID 0009-0001-8888-268X
Kathleen NobleDepartment of Pediatrics and Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah.ORCID 0009-0001-6783-964X
Cristina BaciuArizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0009-0000-8092-6687
Lucia N RamirezGenomic Sciences Graduate Program, North Carolina State University, Raleigh, North Carolina.ORCID 0000-0003-2791-4702
Ashley PerazaArizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0009-0005-0383-6764
Brian MartinsArizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0009-0006-1175-2103
Sushil SudhakarArizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0000-0002-9183-2181
Selin AksoyArizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0009-0006-9987-3267
Gabriela FurukawaDepartment of Pediatrics and Huntsman Cancer Institute, University of Utah, Salt Lake City, Utah.ORCID 0000-0003-3121-3538
Orsolya VinczeInstitute of Aquatic Ecology, Centre for Ecological Research, Debrecen, Hungary.ORCID 0000-0001-5789-2124
Mathieu GiraudeauLIENSs, UMR 7266 CNRS-La Rochelle Université, La Rochelle, France.ORCID 0000-0001-8563-1810
Elizabeth G DukeNorth Carolina State College of Veterinary Medicine, Raleigh, North Carolina.ORCID 0000-0002-5534-0649
Simon SpiroWildlife Health Services, Zoological Society of London, London, United Kingdom.ORCID 0000-0002-9621-2192
Edmund FlachWildlife Health Services, Zoological Society of London, London, United Kingdom.ORCID 0000-0003-4842-9589
Hannah DavidsonNorth Carolina State College of Veterinary Medicine, Raleigh, North Carolina.ORCID 0009-0001-9577-4951
Christopher I LiTranslational Research Program and Epidemiology Program, Fred Hutchinson Cancer Center, Seattle, Washington.ORCID 0000-0003-1543-0743
Ashley ZehnderExotic Species Cancer Research Alliance, North Carolina State College of Veterinary Medicine, Raleigh, North Carolina.ORCID 0000-0001-9436-0637
Trevor A GrahamCentre for Evolution and Cancer, Institute of Cancer Research, London, United Kingdom.ORCID 0000-0001-9582-1597
Brigid V TroanNorth Carolina State College of Veterinary Medicine, Raleigh, North Carolina.ORCID 0000-0003-2212-2167
Tara M Harrison *North Carolina State College of Veterinary Medicine, Raleigh, North Carolina.ORCID 0000-0002-2072-5936
Marc Tollis *School of Informatics, Computing and Cyber Systems, Northern Arizona University, Flagstaff, Arizona.ORCID 0000-0002-1917-2473
Joshua D Schiffman *Arizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0000-0002-6968-7694
C Athena Aktipis *Arizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0000-0002-7128-670X
Lisa M Abegglen *Arizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0000-0003-3607-3001
Carlo C Maley *Arizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0000-0002-0745-7076
Amy M Boddy *Arizona Cancer Evolution Center, The Biodesign Institute, Arizona State University, Tempe, Arizona.ORCID 0000-0002-7990-2415

Funding

PHYLOGENIES of Barrett's Esophagus LineagesP01CA091955 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI GRADY, WILLIAM MALLORY · 2002 to 2019
$35.9M
Molecular, Cellular and Tissue Characterization UnitU2CCA233254 · NCI · DUKE UNIVERSITY · PI HWANG, E.SHELLEY · 2018 to 2023
$11.4M
The Role of the Microbiome in Cancer Suppression and Susceptibility Across SpeciesU54CA217376 · NCI · ARIZONA STATE UNIVERSITY-TEMPE CAMPUS · PI MALEY, CARLO · 2018 to 2022
$8.6M
Modeling Neoplastic Progression in Barrett's Esophagus - Renewal -2R01CA140657 · NCI · WISTAR INSTITUTE · PI Carlo Maley · 2009 to 2026
$5.0M
T32 Cancer Prevention and Control Training Program Addressing Health DisparitiesT32CA272303 · NCI · UNIVERSITY OF ARIZONA · PI Terry A Badger, Gloria D. Coronado · 2023 to 2026
$1.1M
A cell-cycle induced genetic recorder for simultaneous recovery of cell divisions and lineageR21CA257980 · NCI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI MALEY, CARLO, WEISS, RON · 2022 to 2023
$576k
Agence Nationale de la Recherche (ANR) COVER ANR-23-CE02-0019Agence Nationale de la Recherche (ANR) OTKA K143421Arizona Biomedical Research Commission (ABRC) ADHS18-198847Congressionally Directed Medical Research Programs (CDMRP) BC132057Hyundai Hope On Wheels (Hope On Wheels)NCI NIH HHS P01 CA091955NCI NIH HHS R01 CA140657NCI NIH HHS R21 CA257980NCI NIH HHS T32 CA272303NCI NIH HHS U2C CA233254NCI NIH HHS U54 CA217376
6 · The paper itself

Abstract

Cancer is pervasive across multicellular species, but what explains the differences in cancer prevalence across species? Using 16,049 necropsy records for 292 species spanning three clades of tetrapods (amphibians, sauropsids, and mammals), we found that neoplasia and malignancy prevalence increases with adult mass (contrary to Peto's paradox) and somatic mutation rate but decreases with gestation time. The relationship between adult mass and malignancy prevalence was only apparent when we controlled for gestation time. Evolution of cancer susceptibility appears to have undergone sudden shifts followed by stabilizing selection. Outliers for neoplasia prevalence include the common porpoise (<1.3%), the Rodrigues fruit bat (<1.6%), the black-footed penguin (<0.4%), ferrets (63%), and opossums (35%). Discovering why some species have particularly high or low levels of cancer may lead to a better understanding of cancer syndromes and novel strategies for the management and prevention of cancer. Significance: Evolution has discovered mechanisms for suppressing cancer in a wide variety of species. By analyzing veterinary necropsy records, we can identify species with exceptionally high or low cancer prevalence. Discovering the mechanisms of cancer susceptibility and resistance may help improve cancer prevention and explain cancer syndromes. See related commentary by Metzger, p. 14.

Indexed as

NeoplasmsVertebratesAnimalsHumansPrevalence

Identifiers

PMID39445720
PMCPMC11726020

What Socratic holds

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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 Socratic graph.