Evidence map›Paper›PMID 31835136›Full record

ArticleOral oncology2020

Prediction of survival of HPV16-negative, p16-negative oral cavity cancer patients using a 13-gene signature: A multicenter study using FFPE samples.

Chu Chen, Pawadee Lohavanichbutr, Yuzheng Zhang, John R Houck, Melissa P Upton, Behnoush Abedi-Ardekani, Antonio Agudo, Wolfgang Ahrens, Laia Alemany, Devasena Anantharaman and 21 more

Open access · hybridAbstract readMulticenter Study
In one paragraph

Article in Oral oncology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
0.6field-weighted citation impact, top 33% 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

3 citing papers in PubMed, 5 citations in OpenAlex.

  1. Review
  2. Review
  3. Article
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

31 authors at 16 institutions in 11 countries.

Chu ChenProgram in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA, USA; Department of Epidemiology, University of Washington, 1959 NE Pacific St, Seattle, WA, USA; Department of Otolaryngology -- Head and Neck Surgery, University of Washington, 1959, NE Pacific St, Seattle, WA, USA. Electronic address: cchen@fredhutch.org.
Pawadee LohavanichbutrProgram in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA, USA.
Yuzheng ZhangProgram in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA, USA.
John R HouckProgram in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA, USA.
Melissa P UptonDepartment of Pathology, University of Washington, 1959 NE Pacific St, Seattle, WA, USA.
Behnoush Abedi-ArdekaniInternational Agency of Research on Cancer, 150 Cours Albert Thomas, Lyon, France.
Antonio AgudoCancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL, Avinguda de la Granvia, 199, 08908, L'Hospitalet de Llobregat, Barcelona, Spain.
Wolfgang AhrensLeibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany; Institute of Statistics, Bremen University, Achterstraße 30, 28359 Bremen, Germany.
Laia AlemanyCancer Epidemiology Research Program, Catalan Institute of Oncology-IDIBELL, Avinguda de la Granvia, 199, 08908, L'Hospitalet de Llobregat, Barcelona, Spain; Epidemiology and Public Health, Centro de Investigación Biomédica en Red: Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III, Madrid, Spain.
Devasena AnantharamanRajiv Gandhi Centre for Biotechnology, Melarannoor Road, Thycaud, Thiruvananthapuram, India.
David I ConwaySchool of Medicine, Dentistry, and Nursing, University of Glasgow, University Avenue, Glasgow, UK.
Neal D FutranDepartment of Otolaryngology -- Head and Neck Surgery, University of Washington, 1959, NE Pacific St, Seattle, WA, USA.
Ivana HolcatovaInstitute of Hygiene and Epidemiology, 1st Faculty of Medicine, Opletalova 38, 110 00 Staré Město, Charles University, Prague, Czech Republic.
Kathrin GüntherLeibniz Institute for Prevention Research and Epidemiology - BIPS, Bremen, Germany.
Bo T HansenCancer Registry of Norway, Ullernchausseen 64, 0379 Oslo, Norway.
Claire M HealyDublin Dental University Hospital, Trinity College Dublin, Lincoln Pl, Dublin, Ireland.
Doha ItaniSection of Otolaryngology -- Head & Neck Surgery, Cumming School of Medicine, University of Calgary, 3330 Hospital Dr NW, Calgary Alberta, Canada.
Kristina KjaerheimCancer Registry of Norway, Ullernchausseen 64, 0379 Oslo, Norway.
Marcus M MonroeUniversity of Utah, 201 Presidents Cir, Salt Lake City, UT, USA.
Peter J ThomsonOral & Maxillofacial Surgery, The University of Hong Kong, Pok Fu Lam, Hong Kong.
Benjamin L WittUniversity of Utah, 201 Presidents Cir, Salt Lake City, UT, USA.
Steven NakoneshnySection of Otolaryngology -- Head & Neck Surgery, Cumming School of Medicine, University of Calgary, 3330 Hospital Dr NW, Calgary Alberta, Canada.
Lisa A PetersonUniversity of Michigan, 500 S State St, Ann Arbor, MI, USA.
Stephen M SchwartzProgram in Epidemiology, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave N, Seattle, WA, USA; Department of Epidemiology, University of Washington, 1959 NE Pacific St, Seattle, WA, USA.
Katie R ZarinsUniversity of Michigan, 500 S State St, Ann Arbor, MI, USA.
Mia HashibeUniversity of Utah, 201 Presidents Cir, Salt Lake City, UT, USA.
Paul BrennanInternational Agency of Research on Cancer, 150 Cours Albert Thomas, Lyon, France.
Laura S RozekUniversity of Michigan, 500 S State St, Ann Arbor, MI, USA.
Gregory WolfUniversity of Michigan, 500 S State St, Ann Arbor, MI, USA.
Joseph C DortSection of Otolaryngology -- Head & Neck Surgery, Cumming School of Medicine, University of Calgary, 3330 Hospital Dr NW, Calgary Alberta, Canada.
Pei WangIcahn School of Medicine at Mount Sinai, 1 Gustave L. Levy Pl, New York, NY, USA.
University of Calgary · CAUniversity of Washington · USFred Hutch Cancer Center · USUniversity of Utah · USCancer Registry of Norway · NOCentre international de recherche sur le cancer · FRUniversity of Bremen · DECharles University · CZIcahn School of Medicine at Mount Sinai · USInstitut d'Investigació Biomédica de Bellvitge · ESInstituto de Salud Carlos III · ESLeibniz Institute for Prevention Research and Epidemiology - BIPS · DERajiv Gandhi Centre for Biotechnology · INTrinity College Dublin · IEUniversity of Glasgow · GBUniversity of Hong Kong · HK

Funding

Translational Bioimaging Core Shared ResourceP30CA015704 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI Eric Collisson · 1985 to 2026
$296.4M
XenograftP30CA046592 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Eric R. Fearon · 1988 to 2026
$178.2M
UTAH REGIONAL CANCER CENTERP30CA042014 · NCI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Jared P Rutter · 1986 to 2026
$72.6M
University of Michigan ERC-supplement (TRT)T42OH008455 · OH · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI NEITZEL, RICHARD L · 2005 to 2025
$32.3M
Therapeutic Potential and Mechanism of Action of Potent Small Molecule InhibitorsP50CA097248 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI NOR, JACQUES EDUARDO · 2002 to 2013
$25.3M
Research Training in OtolaryngologyT32DC000018 · NIDCD · UNIVERSITY OF WASHINGTON · PI STONE, JENNIFER S. · 1989 to 2023
$7.8M
UW Multidisciplinary Clinical Research Training (RMI)K12RR023265 · NCRR · UNIVERSITY OF WASHINGTON · PI PROBSTFIELD, JEFFREY LYNN · 2005 to 2007
$6.1M
ORAL CANCER: MOLECULAR PROFILES &CLINICAL OUTCOMESR01CA095419 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI CHEN, CHU · 2003 to 2010
$6.1M
Systems Biology based Proteogenomic Translator for Cancer Marker Discovery towards Precision MedicineU24CA210993 · NCI · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI SCHADT, ERIC E, WANG, PEI · 2016 to 2020
$4.6M
Advanced Research Training in OtolaryngologyT32DC005356 · NIDCD · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CORFAS, GABRIEL · 2002 to 2021
$3.5M
FFPE Validation of a Survival Gene Signature in HPV-Negative Oral Cavity CancerR01CA177736 · NCI · FRED HUTCHINSON CANCER RESEARCH CENTER · PI CHEN, CHU · 2015 to 2017
$2.0M
NCI NIH HHS P30 CA015704NCI NIH HHS P30 CA042014NCI NIH HHS P30 CA046592NCI NIH HHS P50 CA097248NCI NIH HHS R01 CA095419NCI NIH HHS R01 CA177736NCI NIH HHS U24 CA210993NCRR NIH HHS K12 RR023265NIDCD NIH HHS T32 DC000018NIDCD NIH HHS T32 DC005356NIOSH CDC HHS T42 OH008455World Health Organization 001
6 · The paper itself

Abstract

objectivesTo test the performance of an oral cancer prognostic 13-gene signature for the prediction of survival of patients diagnosed with HPV-negative and p16-negative oral cavity cancer. MATERIALS AND

methodsDiagnostic formalin-fixed paraffin-embedded oral cavity cancer tumor samples were obtained from the Fred Hutchinson Cancer Research Center/University of Washington, University of Calgary, University of Michigan, University of Utah, and seven ARCAGE study centers coordinated by the International Agency of Research on Cancer. RNA from 638 Human Papillomavirus (HPV)-negative and p16-negative samples was analyzed for the 13 genes using a NanoString assay. Ridge-penalized Cox regressions were applied to samples randomly split into discovery and validation sets to build models and evaluate the performance of the 13-gene signature in predicting 2-year oral cavity cancer-specific survival overall and separately for patients with early and late stage disease.

resultsAmong AJCC stage I/II patients, including the 13-gene signature in the model resulted in substantial improvement in the prediction of 2-year oral cavity cancer-specific survival. For models containing age and sex with and without the 13-gene signature score, the areas under the Receiver Operating Characteristic Curve (AUC) and partial AUC were 0.700 vs. 0.537 (p < 0.001), and 0.046 vs. 0.018 (p < 0.001), respectively. Improvement in predicting prognosis for AJCC stage III/IV disease also was observed, but to a lesser extent.

conclusionsIf confirmed using tumor samples from a larger number of early stage oral cavity cancer patients, the 13-gene signature may inform personalized treatment of early stage HPV-negative and p16-negative oral cavity cancer patients.

Indexed as

AdultAgedAged, 80 and overArea Under CurveBiomarkers, TumorCarcinoma, Squamous CellCyclin-Dependent Kinase Inhibitor p16FemaleGene Expression ProfilingHuman papillomavirus 16HumansMaleMiddle AgedMouth NeoplasmsNeoplasm StagingParaffin EmbeddingBiomarkers, TumorCDKN2A protein, humanCyclin-Dependent Kinase Inhibitor p16HPVOral cancerOral cavity cancerP16PrognosisPrognostic gene signature

Identifiers

PMID31835136
PMCPMC7386199
OpenAlexW2996448491

What Socratic holds

Textmetadata
LicenceTDM
Read underepoch 390

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.