Evidence map›Paper›PMID 36597662›Full record

ArticleCancer2023

Spatial PD-L1, immune-cell microenvironment, and genomic copy-number alteration patterns and drivers of invasive-disease transition in prospective oral precancer cohort.

William N William, Jianjun Zhang, Xin Zhao, Edwin R Parra, Naohiro Uraoka, Heather Y Lin, S Andrew Peng, Adel K El-Naggar, Jaime Rodriguez-Canales, Jaejoon Song and 11 more

Open access · bronzeAbstract read
In one paragraph

Article in Cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
2.5field-weighted citation impact, top 10% 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

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 11 citations in OpenAlex.

  1. Pooled it
  2. Signaling pathways and targeted interventions for precancers.Signal transduction and targeted therapy · 2026
    Review
  3. Article
  4. Interferon Epsilon Loss Is Elusive 9p21 Link to Immune-Cold Tumors, Resistant to Immune Checkpoint Therapy, and Endogenous CXCL9/10 Induction.Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer · 2025
    Review
  5. Article
  6. Review
  7. Review
  8. Review
  9. 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

21 authors at 4 institutions in 2 countries.

William N WilliamDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Jianjun ZhangDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Xin ZhaoDepartment of Biochemistry and Molecular Pharmacology, Institute for Systems Genetics, New York University Langone Health, New York, New York, USA.ORCID 0000-0001-8502-0139
Edwin R ParraDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Naohiro UraokaDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Heather Y LinDepartment of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.ORCID 0000-0002-1779-7007
S Andrew PengDepartment of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Adel K El-NaggarDepartment of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Jaime Rodriguez-CanalesDepartment of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Jaejoon SongDepartment of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Ann M GillenwaterDepartment of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Ignacio I WistubaDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Jeffrey N MyersDepartment of Head and Neck Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Kathryn A GoldMoores Cancer Center, University of California San Diego, La Jolla, California, USA.ORCID 0000-0001-5165-4424
Renata FerrarottoDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.ORCID 0000-0002-3561-215X
Patrick HwuMoffitt Cancer Center, Tampa, Florida, USA.
Teresa DavoliDepartment of Biochemistry and Molecular Pharmacology, Institute for Systems Genetics, New York University Langone Health, New York, New York, USA.
J Jack LeeDepartment of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
John V HeymachDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Vassiliki A PapadimitrakopoulouDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.
Scott M LippmanDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA.ORCID 0000-0002-1643-4124
The University of Texas MD Anderson Cancer Center · USNYU Langone Health · USMoffitt Cancer Center · USUniversity of California San Diego · US

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Fabien Delerue · 1985 to 2026
$290.8M
VIRAL MALIGNANCYP30CA023100 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Jesse Nodora · 1985 to 2026
$124.9M
Targeting the p53 pathway for reversal of oral premalignancyP50CA097007 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI MILLS, GORDON B. · 2002 to 2012
$26.1M
Oxidative Damage and DNA Repair in the PCPTP01CA108964 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI LIPPMAN, SCOTT M · 2005 to 2009
$13.6M
TARGETING COX-2 AND EGFR SIGNALING IN ORAL CARCINOGENESISP01CA106451 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI LIPPMAN, SCOTT M · 2004 to 2009
$8.3M
Targeting Signaling Vulnerabilities for Oral Cancer PreventionR01DE026644 · NIDCR · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Jorge Silvio Gutkind, SCOTT M LIPPMAN · 2017 to 2026
$4.7M
NCI NIH HHS P01 CA106451NCI NIH HHS P01 CA108964NCI NIH HHS P30 CA016672NCI NIH HHS P30 CA023100NCI NIH HHS P50 CA097007NIDCR NIH HHS R01 DE026644NIH HHS P01 CA106451NIH HHS P50 CA097007
6 · The paper itself

Abstract

backgroundStudies of the immune landscape led to breakthrough trials of programmed death-1 (PD-1) inhibitors for recurrent/metastatic head and neck squamous cell carcinoma therapy. This study investigated the timing, influence of somatic copy-number alterations (SCNAs), and clinical implications of PD-L1 and immune-cell patterns in oral precancer (OPC).

methodsThe authors evaluated spatial CD3, CD3/8, and CD68 density (cells/mm

resultsEpithelial, but not CD68 immune-cell, PD-L1 expression was detected in 28% of OPCs, correlated with immune-cell infiltration, 9p21.3 loss of heterozygosity (LOH), and inferior oral cancer-free survival (OCFS), notably in OPCs with low CD3/8 cell density, dysplasia, and/or 9p21.3 LOH. High CD3/8 cell density in dysplastic lesions predicted better OCFS and eliminated the excess risk associated with prior oral cancer and dysplasia. PD-L1 and CD3/8 patterns revealed inferior OCFS in PD-L1 high intrinsic induction and dysplastic immune-cold subgroups.

conclusionThis report provides spatial insight into the immune landscape and drivers of OPCs, and a publicly available immunogenomic data set for future precancer interrogation. The data suggest that 9p21.3 LOH triggers an immune-hot inflammatory phenotype; whereas increased 9p deletion size encompassing CD274 at 9p24.1 may contribute to CD3/8 and PD-L1 depletion during invasive transition. The inferior OCFS in PD-L1-high, immune-cold OPCs support the development of T-cell recruitment strategies.

Indexed as

Head and Neck NeoplasmsMouth NeoplasmsB7-H1 AntigenBiomarkers, TumorGenomicsHumansLymphocytes, Tumor-InfiltratingNeoplasm Recurrence, LocalProspective StudiesSquamous Cell Carcinoma of Head and NeckTumor MicroenvironmentB7-H1 AntigenBiomarkers, TumorCD274 protein, humancopy-number alterationsgenomicshead and neck cancerHPVimmune profilingPD-L1precancerT-cellstumor microenvironment

Identifiers

PMID36597662
PMCPMC10508302
OpenAlexW4313546286

What OpenQuestion 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 OpenQuestion graph.