Evidence map›Paper›PMID 33589643›Full record

ArticleNPJ genomic medicine2021

HERVs establish a distinct molecular subtype in stage II/III colorectal cancer with poor outcome.

Mahdi Golkaram, Michael L Salmans, Shannon Kaplan, Raakhee Vijayaraghavan, Marta Martins, Nafeesa Khan, Cassandra Garbutt, Aaron Wise, Joyee Yao, Sandra Casimiro and 18 more

Open access · goldAbstract read
In one paragraph

Article in NPJ genomic medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed
3.9field-weighted citation impact, top 6% of its field
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

25 citing papers in PubMed, 35 citations in OpenAlex.

  1. Review
  2. Article
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  5. The Portuguese Beacon: sharing genomic variant data safely.Database : the journal of biological databases and curation · 2026
    Article
  6. Article
  7. Article
  8. Article
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  11. Article
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  13. Expression signature of human endogenous retroviruses in chronic lymphocytic leukemia.Proceedings of the National Academy of Sciences of the United States of America · 2023
    Article
  14. Article
  15. Article
  16. Article
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  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

28 authors at 3 institutions in 2 countries.

Mahdi Golkaram *Illumina Inc., San Diego, CA, USA.ORCID http://orcid.org/0000-0002-8981-0047
Michael L Salmans *Illumina Inc., San Diego, CA, USA.
Shannon Kaplan *Illumina Inc., San Diego, CA, USA.ORCID http://orcid.org/0000-0003-3497-3196
Raakhee VijayaraghavanIllumina Inc., San Diego, CA, USA.
Marta MartinsInstituto de Medicina Molecular - João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.ORCID http://orcid.org/0000-0003-0429-9380
Nafeesa KhanIllumina Inc., San Diego, CA, USA.
Cassandra GarbuttIllumina Inc., San Diego, CA, USA.
Aaron WiseIllumina Inc., San Diego, CA, USA.
Joyee YaoIllumina Inc., San Diego, CA, USA.
Sandra CasimiroInstituto de Medicina Molecular - João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.
Catarina AbreuCentro Hospitalar Universitário Lisboa Norte, Hospital de Santa Maria, Lisbon, Portugal.
Daniela MacedoCentro Hospitalar Universitário Lisboa Norte, Hospital de Santa Maria, Lisbon, Portugal.
Ana Lúcia CostaCentro Hospitalar Universitário Lisboa Norte, Hospital de Santa Maria, Lisbon, Portugal.
Cecília AlvimCentro Hospitalar Universitário Lisboa Norte, Hospital de Santa Maria, Lisbon, Portugal.
André MansinhoInstituto de Medicina Molecular - João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.
Pedro FilipeCentro Hospitalar Universitário Lisboa Norte, Hospital de Santa Maria, Lisbon, Portugal.
Pedro Marques da CostaCentro Hospitalar Universitário Lisboa Norte, Hospital de Santa Maria, Lisbon, Portugal.
Afonso FernandesInstituto de Medicina Molecular - João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.
Paula BorralhoFaculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal.
Cristina FerreiraCentro Hospitalar Universitário Lisboa Norte, Hospital de Santa Maria, Lisbon, Portugal.
Fernando AldeiaCentro Hospitalar Universitário Lisboa Norte, Hospital de Santa Maria, Lisbon, Portugal.
João MalaquiasCentro Hospitalar Universitário Lisboa Norte, Hospital de Santa Maria, Lisbon, Portugal.
Jim GodseyIllumina Inc., San Diego, CA, USA.
Alex SoIllumina Inc., San Diego, CA, USA.
Traci PawlowskiIllumina Inc., San Diego, CA, USA.
Luis CostaInstituto de Medicina Molecular - João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon, Portugal. luis.costa@chln.min-saude.pt.
Shile ZhangIllumina Inc., San Diego, CA, USA. shilez@gmail.com.
Li LiuIllumina Inc., San Diego, CA, USA. lliu3@illumina.com.
Illumina (United States) · USCentro Hospitalar Lisboa Norte · PTUniversity of Lisbon · PT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Colorectal cancer (CRC) is one of the most lethal malignancies. The extreme heterogeneity in survival rate is driving the need for new prognostic biomarkers. Human endogenous retroviruses (hERVs) have been suggested to influence tumor progression, oncogenesis and elicit an immune response. We examined multiple next-generation sequencing (NGS)-derived biomarkers in 114 CRC patients with paired whole-exome and whole-transcriptome sequencing (WES and WTS, respectively). First, we demonstrate that the median expression of hERVs can serve as a potential biomarker for prognosis, relapse, and resistance to chemotherapy in stage II and III CRC. We show that hERV expression and CD8+ tumor-infiltrating T-lymphocytes (TILs) synergistically stratify overall and relapse-free survival (OS and RFS): the median OS of the CD8-/hERV+ subgroup was 29.8 months compared with 37.5 months for other subgroups (HR = 4.4, log-rank P < 0.001). Combing NGS-based biomarkers (hERV/CD8 status) with clinicopathological factors provided a better prediction of patient survival compared to clinicopathological factors alone. Moreover, we explored the association between genomic and transcriptomic features of tumors with high hERV expression and establish this subtype as distinct from previously described consensus molecular subtypes of CRC. Overall, our results underscore a previously unknown role for hERVs in leading to a more aggressive subtype of CRC.

Identifiers

PMID33589643
PMCPMC7884730
OpenAlexW3130563212

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.