Evidence map›Paper›PMID 27091409›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2016

Subtypes of HPV-Positive Head and Neck Cancers Are Associated with HPV Characteristics, Copy Number Alterations, PIK3CA Mutation, and Pathway Signatures.

Yanxiao Zhang, Lada A Koneva, Shama Virani, Anna E Arthur, Alisha Virani, Pelle B Hall, Charles D Warden, Thomas E Carey, Douglas B Chepeha, Mark E Prince and 4 more

Open access · bronzeAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 101 papers.

0numbers the graph read from it
0cells of the map it votes in
101citing papers in PubMed
10.2field-weighted citation impact, top 1% 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

101 citing papers in PubMed, 160 citations in OpenAlex.

  1. Detection ofBiomolecules · 2021
    Trial
  2. Review
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  7. Efficacy of Immune Checkpoint Inhibitors and Oncoviruses in Solid Tumors.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Review
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  11. Article
  12. The Role ofCancers · 2025
    Review
  13. Article
  14. Review
  15. Review
  16. Article
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  18. Review
  19. Article
  20. Article

41 more citing papers are in PubMed but not listed here.

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

14 authors at 1 institution in 1 country.

Yanxiao ZhangDepartment of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan.
Lada A KonevaDepartment of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan.
Shama ViraniDepartment of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan. Department of Environmental Health Sciences, University of Michigan, Ann Arbor, Michigan.
Anna E ArthurDepartment of Environmental Health Sciences, University of Michigan, Ann Arbor, Michigan.
Alisha ViraniDepartment of Environmental Health Sciences, University of Michigan, Ann Arbor, Michigan.
Pelle B HallDepartment of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan.
Charles D WardenDepartment of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan.
Thomas E CareyDepartment of Otolaryngology/Head and Neck Surgery, University of Michigan, Ann Arbor, Michigan.
Douglas B ChepehaDepartment of Otolaryngology/Head and Neck Surgery, University of Michigan, Ann Arbor, Michigan.
Mark E PrinceDepartment of Otolaryngology/Head and Neck Surgery, University of Michigan, Ann Arbor, Michigan.
Jonathan B McHughDepartment of Pathology, University of Michigan, Ann Arbor, Michigan.
Gregory T WolfDepartment of Otolaryngology/Head and Neck Surgery, University of Michigan, Ann Arbor, Michigan.
Laura S RozekDepartment of Environmental Health Sciences, University of Michigan, Ann Arbor, Michigan. sartorma@umich.edu rozekl@umich.edu.
Maureen A SartorDepartment of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan. Department of Biostatistics, University of Michigan, Ann Arbor, Michigan. sartorma@umich.edu rozekl@umich.edu.
University of Michigan–Ann Arbor · US

Funding

Therapeutic Potential and Mechanism of Action of Potent Small Molecule InhibitorsP50CA097248 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI WOLF, GREGORY T · 2002 to 2013
$25.3M
University of Michigan Training Program in Genomic ScienceT32HG000040 · NHGRI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Sebastian Zoellner · 1995 to 2026
$16.4M
Molecular Mechanisms of Tumor Behavior and Response to Therapy in HPV-positive Oropharyngeal CancerR01CA194536 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CAREY, THOMAS E. · 2016 to 2021
$2.8M
Integrative epigenomic/genomic profiling and biomarker discovery in HPV+ and HPV-R01CA158286 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ROZEK, LAURA, SARTOR, MAUREEN AGNES · 2011 to 2015
$2.6M
NCI NIH HHS P50 CA097248NCI NIH HHS R01 CA158286NCI NIH HHS R01 CA194536NHGRI NIH HHS T32 HG000040
6 · The paper itself

Abstract

purposeThere is substantial heterogeneity within human papillomavirus (HPV)-associated head and neck cancer (HNC) tumors that predispose them to different outcomes; however, the molecular heterogeneity in this subgroup is poorly characterized due to various historical reasons. EXPERIMENTAL

designWe performed unsupervised gene expression clustering on deeply annotated (transcriptome and genome) HPV(+) HNC samples from two cohorts (84 total primary tumors), including 18 HPV(-) HNC samples, to discover subtypes and characterize the differences between subgroups in terms of their HPV characteristics, pathway activity, whole-genome somatic copy number alterations, and mutation frequencies.

resultsWe identified two distinct HPV(+) subtypes (namely HPV-KRT and HPV-IMU). HPV-KRT is characterized by elevated expression of genes in keratinocyte differentiation and oxidation-reduction process, whereas HPV-IMU has strong immune response and mesenchymal differentiation. The differences in expression are likely connected to the differences in HPV characteristics and genomic changes. HPV-KRT has more genic viral integration, lower E2/E4/E5 expression levels, and higher ratio of spliced to full-length HPV oncogene E6 than HPV-IMU; the subgroups also show differences in copy number alterations and mutations, in particular the loss of chr16q in HPV-IMU and gain of chr3q and PIK3CA mutation in HPV-KRT.

conclusionsOur characterization of two subtypes of HPV(+) HNC tumors provides valuable molecular level information that point to two main carcinogenic paths. Together, these results shed light on stratifications of the HPV(+) HNCs and will help to guide personalized care for HPV(+) HNC patients. Clin Cancer Res; 22(18); 4735-45. ©2016 AACR.

Indexed as

DNA Copy Number VariationsMutationClass I Phosphatidylinositol 3-KinasesCluster AnalysisGene AmplificationGene Expression ProfilingGene Expression Regulation, NeoplasticGene Expression Regulation, ViralHead and Neck NeoplasmsHumansPapillomaviridaePapillomavirus InfectionsSignal TransductionClass I Phosphatidylinositol 3-KinasesPIK3CA protein, human

Identifiers

PMID27091409
PMCPMC5026546
OpenAlexW2337982522

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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.