Evidence map›Paper›PMID 40405018›Full record

ArticleNature cancer2025

Tumor antigens preferentially derive from unmutated genomic sequences in melanoma and non-small cell lung cancer.

Anca Apavaloaei, Qingchuan Zhao, Leslie Hesnard, Maxime Cahuzac, Chantal Durette, Jean-David Larouche, Marie-Pierre Hardy, Krystel Vincent, Sylvie Brochu, Jean-Philippe Laverdure and 15 more

Abstract read
In one paragraph

Article in Nature cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.

0numbers the graph read from it
0cells of the map it votes in
31citing 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

31 citing papers in PubMed.

  1. Review
  2. Article
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  5. Article
  6. Review
  7. Immune Spatial Organization Predicts Distant Metastasis Risk in Aggressive Localized Prostate Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  8. Universal off-the-shelf TGF-Acta pharmaceutica Sinica. B · 2026
    Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
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  17. Oocyte-inspired universal whole-cell vaccines against tumor heterogeneity.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  18. Review
  19. Review
  20. Review
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

25 authors.

Anca ApavaloaeiInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0001-6896-1199
Qingchuan ZhaoInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.
Leslie HesnardInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0002-4623-7703
Maxime CahuzacInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0002-5395-8090
Chantal DuretteInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.
Jean-David LaroucheInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.
Marie-Pierre HardyInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.
Krystel VincentInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.
Sylvie BrochuInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.
Jean-Philippe LaverdureInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0002-9245-6413
Joël LanoixInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.
Mathieu CourcellesInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0001-5961-8858
Patrick GendronInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.
Mathieu LajoieGoodman Cancer Institute, McGill University, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0001-9162-086X
Maria Virginia Ruiz CuevasInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0002-9974-264X
Eralda KinaInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.
Julie PerraultInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.
Juliette HumeauInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.
Grégory EhxInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0002-7018-1770
Sébastien LemieuxInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0001-5477-1386
Ian R WatsonGoodman Cancer Institute, McGill University, Montreal, Quebec, Canada.ORCID http://orcid.org/0000-0002-6025-3080
Daniel E SpeiserDepartment of Oncology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland.ORCID http://orcid.org/0000-0003-2031-3250
Michal Bassani-SternbergDepartment of Oncology, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland.ORCID http://orcid.org/0000-0002-1934-954X
Pierre ThibaultInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada. pierre.thibault@umontreal.ca.ORCID http://orcid.org/0000-0001-5993-0331
Claude PerreaultInstitute for Research in Immunology and Cancer (IRIC), University of Montreal, Montreal, Quebec, Canada. claude.perreault@umontreal.ca.ORCID http://orcid.org/0000-0001-9453-7383

Funding

Canadian Cancer Society Research Institute (Société Canadienne du Cancer) 705604
6 · The paper itself

Abstract

Melanoma and non-small cell lung cancer (NSCLC) display exceptionally high mutational burdens. Hence, immune targeting in these cancers has primarily focused on tumor antigens (TAs) predicted to derive from nonsynonymous mutations. Using comprehensive proteogenomic analyses, we identified 589 TAs in cutaneous melanoma (n = 505) and NSCLC (n = 90). Of these, only 1% were derived from mutated sequences, which was explained by a low RNA expression of most nonsynonymous mutations and their localization outside genomic regions proficient for major histocompatibility complex (MHC) class I-associated peptide generation. By contrast, 99% of TAs originated from unmutated genomic sequences specific to cancer (aberrantly expressed tumor-specific antigens (aeTSAs), n = 220), overexpressed in cancer (tumor-associated antigens (TAAs), n = 165) or specific to the cell lineage of origin (lineage-specific antigens (LSAs), n = 198). Expression of aeTSAs was epigenetically regulated, and most were encoded by noncanonical genomic sequences. aeTSAs were shared among tumor samples, were immunogenic and could contribute to the response to immune checkpoint blockade observed in previous studies, supporting their immune targeting across cancers.

Indexed as

Antigens, NeoplasmCarcinoma, Non-Small-Cell LungLung NeoplasmsMelanomaSkin NeoplasmsGene Expression Regulation, NeoplasticHumansMutationProteogenomicsAntigens, Neoplasm

Identifiers

PMID40405018
PMCPMC12380612

What OpenQuestion 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 OpenQuestion graph.