Evidence map›Paper›PMID 24668645›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2014

A surprising cross-species conservation in the genomic landscape of mouse and human oral cancer identifies a transcriptional signature predicting metastatic disease.

Michael D Onken, Ashley E Winkler, Krishna-Latha Kanchi, Varun Chalivendra, Jonathan H Law, Charles G Rickert, Dorina Kallogjeri, Nancy P Judd, Gavin P Dunn, Jay F Piccirillo and 3 more

Open access · hybridAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 78 papers.

0numbers the graph read from it
0cells of the map it votes in
78citing 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

78 citing papers in PubMed, 118 citations in OpenAlex.

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18 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

13 authors at 2 institutions in 1 country.

Michael D OnkenAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
Ashley E WinklerAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
Krishna-Latha KanchiAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
Varun ChalivendraAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
Jonathan H LawAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
Charles G RickertAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
Dorina KallogjeriAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
Nancy P JuddAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
Gavin P DunnAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
Jay F PiccirilloAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
James S LewisAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, MissouriAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
Elaine R MardisAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, MissouriAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri.
Ravindra UppaluriAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, MissouriAuthors' Affiliations: Departments of Cell Biology and Physiology, Otolaryngology, Genetics, Pathology and Immunology, and Neurosurgery; The Genome Institute, Washington University School of Medicine; and John Cochran VA Medical Center, St. Louis, Missouri uppalurr@wustl.edu.
Pediatrics and Genetics · USJohn Cochran VA Medical Center · US

Funding

Large Scale Genome SequencingU54HG003079 · NHGRI · WASHINGTON UNIVERSITY · PI DUTCHER, SUSAN K · 2004 to 2016
$445.7M
Washington University Center for Cellular ImagingP30CA091842 · NCI · WASHINGTON UNIVERSITY · PI TIMOTHY J. EBERLEIN · 2001 to 2026
$128.0M
Washington University Institute of Clinical and Translational SciencesUL1TR000448 · NCATS · WASHINGTON UNIVERSITY · PI EVANOFF, BRADLEY A · 2012 to 2016
$41.4M
Sensory Function CoreP30DC004665 · NIDCD · WASHINGTON UNIVERSITY · PI FADDIS, BRIAN T · 2001 to 2015
$8.0M
Molecular Mechanisms in Actin Assembly &Cell MotilityR01GM038542 · NIGMS · WASHINGTON UNIVERSITY · PI COOPER, JOHN A · 1989 to 2013
$7.4M
DEVELOPMENT OF CLINICIAN/RESEARCHERS IN ACADEMIC ENTT32DC000022 · NIDCD · WASHINGTON UNIVERSITY · PI PICCIRILLO, JAY F. · 1989 to 2022
$5.6M
NCATS NIH HHS UL1 TR000448NCI NIH HHS CA91842NCI NIH HHS P30 CA091842NCI NIH HHS P30 CA91842NHGRI NIH HHS 5U54HG003079NHGRI NIH HHS U54 HG003079NIDCD NIH HHS P30 DC004665NIDCD NIH HHS P30DC04665NIDCD NIH HHS T32 DC000022NIGMS NIH HHS R01 GM038542NIGMS NIH HHS R01GM38542
6 · The paper itself

Abstract

purposeImproved understanding of the molecular basis underlying oral squamous cell carcinoma (OSCC) aggressive growth has significant clinical implications. Herein, cross-species genomic comparison of carcinogen-induced murine and human OSCCs with indolent or metastatic growth yielded results with surprising translational relevance. EXPERIMENTAL

designMurine OSCC cell lines were subjected to next-generation sequencing (NGS) to define their mutational landscape, to define novel candidate cancer genes, and to assess for parallels with known drivers in human OSCC. Expression arrays identified a mouse metastasis signature, and we assessed its representation in four independent human datasets comprising 324 patients using weighted voting and gene set enrichment analysis. Kaplan-Meier analysis and multivariate Cox proportional hazards modeling were used to stratify outcomes. A quantitative real-time PCR assay based on the mouse signature coupled to a machine-learning algorithm was developed and used to stratify an independent set of 31 patients with respect to metastatic lymphadenopathy.

resultsNGS revealed conservation of human driver pathway mutations in mouse OSCC, including in Trp53, mitogen-activated protein kinase, phosphoinositide 3-kinase, NOTCH, JAK/STAT, and Fat1-4. Moreover, comparative analysis between The Cancer Genome Atlas and mouse samples defined AKAP9, MED12L, and MYH6 as novel putative cancer genes. Expression analysis identified a transcriptional signature predicting aggressiveness and clinical outcomes, which were validated in four independent human OSCC datasets. Finally, we harnessed the translational potential of this signature by creating a clinically feasible assay that stratified patients with OSCC with a 93.5% accuracy.

conclusionsThese data demonstrate surprising cross-species genomic conservation that has translational relevance for human oral squamous cell cancer. Clin Cancer Res; 20(11); 2873-84. ©2014 AACR.

Indexed as

AnimalsCarcinoma, Squamous CellGenomicsHumansMiceMice, Inbred C57BLMouth NeoplasmsOligonucleotide Array Sequence AnalysisReal-Time Polymerase Chain ReactionReverse Transcriptase Polymerase Chain ReactionSpecies SpecificitySupport Vector MachineTranscriptome

Identifiers

PMID24668645
PMCPMC4096804
OpenAlexW2115175843

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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.