Evidence map›Paper›PMID 33827033›Full record

ArticleOral oncology2021

Integrative sequencing discovers an ATF1-motif enriched molecular signature that differentiates hyalinizing clear cell carcinoma from mucoepidemoid carcinoma.

M E Heft Neal, E Gensterblum-Miller, A D Bhangale, A Kulkarni, J Zhai, J Smith, C Brummel, S K Foltin, D Thomas, H Jiang and 2 more

Open access · greenAbstract read
In one paragraph

Article in Oral oncology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
0.9field-weighted citation impact, top 26% 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

7 citing papers in PubMed, 6 citations in OpenAlex.

  1. Trial
  2. Article
  3. Review
  4. The Molecular Biology of MEC Salivary Gland Tumors.Annals of otolaryngology and rhinology · 2025
    Article
  5. Article
  6. Article
  7. 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

12 authors at 1 institution in 1 country.

M E Heft NealDepartment of Otolaryngology - Head and Neck Surgery, University of Michigan Medical School, Ann Arbor, MI, United States.
E Gensterblum-MillerDepartment of Otolaryngology - Head and Neck Surgery, University of Michigan Medical School, Ann Arbor, MI, United States.
A D BhangaleDepartment of Otolaryngology - Head and Neck Surgery, University of Michigan Medical School, Ann Arbor, MI, United States.
A KulkarniDepartment of Otolaryngology - Head and Neck Surgery, University of Michigan Medical School, Ann Arbor, MI, United States.
J ZhaiDepartment of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, United States.
J SmithDepartment of Otolaryngology - Head and Neck Surgery, University of Michigan Medical School, Ann Arbor, MI, United States.
C BrummelDepartment of Otolaryngology - Head and Neck Surgery, University of Michigan Medical School, Ann Arbor, MI, United States.
S K FoltinDepartment of Otolaryngology - Head and Neck Surgery, University of Michigan Medical School, Ann Arbor, MI, United States.
D ThomasDepartment of Pathology, University of Michigan Medical School, Ann Arbor, MI, United States.
H JiangDepartment of Biostatistics, University of Michigan School of Public Health, Ann Arbor, MI, United States; Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI, United States.
J B McHughDepartment of Pathology, University of Michigan Medical School, Ann Arbor, MI, United States.
J C BrennerDepartment of Otolaryngology - Head and Neck Surgery, University of Michigan Medical School, Ann Arbor, MI, United States; Rogel Cancer Center, University of Michigan Medical School, Ann Arbor, MI, United States; Department of Pharmacology, University of Michigan Medical School, Ann Arbor, MI, United States. Electronic address: chadbren@umich.edu.
University of Michigan · US

Funding

Robust Immuno-prevention Strategies for High-Risk Oral Epithelial DysplasiaU01DE029255 · NIDCR · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI BRENNER, JOHN CHADWICK, LEI, YU LEO · 2019 to 2021
$4.2M
Dissecting Co-Dependent Pathways in Oral CancersU01DE025184 · NIDCR · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BRENNER, JOHN CHADWICK, CAREY, THOMAS E. · 2015 to 2018
$3.7M
Advanced Research Training in OtolaryngologyT32DC005356 · NIDCD · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI CORFAS, GABRIEL · 2002 to 2021
$3.5M
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
Analysis of the E7-Mediated Mechanism of MHC Class I Repression in HNSCCF31DE030000 · NIDCR · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI GENSTERBLUM-MILLER, ELIZABETH · 2020 to 2022
$114k
NCI NIH HHS R01 CA194536NIDCD NIH HHS T32 DC005356NIDCR NIH HHS F31 DE030000NIDCR NIH HHS U01 DE025184NIDCR NIH HHS U01 DE029255
6 · The paper itself

Abstract

objectivesSalivary gland tumors are comprised of a diverse group of malignancies with widely varying prognoses. These cancers can be difficult to differentiate, especially in cases with limited potential for immunohistochemistry (IHC)-based characterization. Here, we sought to define the molecular profile of a rare salivary gland cancer called hyalinizing clear cell carcinoma (HCCC), and identify a molecular gene signature capable of distinguishing between HCCC and the histopathologically similar disease, mucoepidermoid carcinoma (MEC). MATERIALS AND

methodsWe performed the first integrated full characterization of five independent HCCC cases.

resultsWe discovered insulin-like growth factor alterations and aberrant IGF2 and/or IGF1R expression in HCCC tumors, suggesting a potential dependence on this pathway. Further, we identified a 354 gene signature that differentiated HCCC from MEC, and was significantly enriched for genes with an ATF1 binding motif in their promoters, supporting a transcriptional pathogenic mechanism of the characteristic EWSR1-ATF1 fusion found in these tumors. Of the differentially expressed genes, IGF1R, SGK1 and SGK3 were found to be elevated in the HCCCs relative to MECs. Finally, analysis of immune checkpoints and subsequent IHC demonstrated that CXCR4 protein was elevated in several of the HCCC cases.

conclusionCollectively, our data identify an ATF1-motif enriched gene signature that may have clinical utility for molecular differentiation of HCCCs from other salivary gland tumors and discover potential actionable alterations that may benefit the clinical care of recurrent HCCC patients.

Indexed as

Activating Transcription Factor 1Adenocarcinoma, Clear CellCarcinoma, MucoepidermoidSalivary Gland NeoplasmsBinding SitesDiagnosis, DifferentialGene FusionHumansNeoplasm Recurrence, LocalActivating Transcription Factor 1ATF1 protein, humanATF1CXCR4EWSR1HCCCIGF2

Identifiers

PMID33827033
PMCPMC8144067
OpenAlexW3144697347

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.