Evidence map›Paper›PMID 36315045›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2023

Cetuximab Responses in Patients with HNSCC Correlate to Clonal Expansion Feature of Peripheral and Tumor-Infiltrating T Cells with Top T-Cell Receptor Clonotypes.

Huaibin Ge, Robert L Ferris, Jing H Wang

Open access · greenAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed
1.7field-weighted citation impact, top 14% 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

20 citing papers in PubMed, 17 citations in OpenAlex.

  1. Trial
  2. Long-term Survival and Molecular Biomarker Evaluation of a Phase II Cetuximab and Nivolumab Clinical Trial in Recurrent/Metastatic Head and Neck Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Trial
  3. Trial
  4. Review
  5. Article
  6. Preexisting TCR Clones Drive Major Pathologic Responses in Patients with HNSCC Treated with Dual Immune Checkpoint Inhibitors.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Review
  12. Article
  13. Cancers · 2025
    Article
  14. Review
  15. Review
  16. Review
  17. FRZB: a potential prognostic marker for head and neck squamous cell carcinoma.Brazilian journal of medical and biological research = Revista brasileira de pesquisas medicas e biologica · 2024
    Article
  18. Article
  19. Article
  20. 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

3 authors at 2 institutions in 1 country.

Huaibin GeUPMC Hillman Cancer Center, Division of Hematology and Oncology, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania.ORCID 0000-0002-4726-7023
Robert L FerrisUPMC Hillman Cancer Center, Department of Otolaryngology, University of Pittsburgh, Pittsburgh, Pennsylvania.ORCID 0000-0001-6605-2071
Jing H WangUPMC Hillman Cancer Center, Division of Hematology and Oncology, Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania.ORCID 0000-0003-4343-2527
University of Pittsburgh · USUPMC Hillman Cancer Center · US

Funding

VECTOR CORE FACILITYP30CA047904 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Jessie Nedrow · 1988 to 2026
$158.0M
WILD TYPE P53-BASED ADJUVANT IMMUNOTHERAPY FOR SCCHNP50CA097190 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI CHRISTOPHER J. BAKKENIST · 2004 to 2026
$49.6M
Treating recurrent HNSCC with radiation and dual TGF-Beta/PD-L1.P50CA261605 · NCI · UNIVERSITY OF COLORADO DENVER · PI JIMENO, ANTONIO, WANG, XIAO-JING · 2021 to 2025
$10.1M
Mechanisms of PD-1 and Tim-3 crosstalk in tumor-infiltrating lymphocytesR01CA206517 · NCI · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Robert L. Ferris, Lawrence P. Kane · 2016 to 2026
$4.6M
Identifying cellular and molecular signatures from distinct T cell receptor clonotypes associated with favorable immune checkpoint inhibitor responses in HNSCCsR01DE031947 · NIDCR · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Robert L. Ferris, Lazar Vujanovic · 2022 to 2026
$3.6M
Elucidating Mechanism of Immune Evasion in Head and Neck CancersR01DE027329 · NIDCR · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI WANG, JING HONG, WANG, XIAO-JING · 2018 to 2022
$2.8M
Mechanisms of Dual Inhibition of TGFbeta/PD-L1 in HNSCCR01DE028420 · NIDCR · UNIVERSITY OF COLORADO DENVER · PI WANG, JING HONG, WANG, XIAO-JING · 2019 to 2023
$2.7M
NCI NIH HHS P30 CA047904NCI NIH HHS P50 CA097190NCI NIH HHS P50 CA261605NCI NIH HHS R01 CA206517NIDCR NIH HHS R01 DE027329NIDCR NIH HHS R01 DE028420NIDCR NIH HHS R01 DE031947
6 · The paper itself

Abstract

purposeCetuximab is a standard-of-care treatment for head and neck squamous cell carcinoma (HNSCC). Well-defined correlative markers of therapeutic responses are still lacking. Characterizing dynamic changes of T-cell receptor (TCR) repertoire in peripheral blood and tumor tissue may facilitate developing markers for cetuximab response in HNSCCs. EXPERIMENTAL

designWe analyzed high-throughput TCRβ sequencing data generated with ImmunoSEQ platform using peripheral blood mononuclear cells (PBMC) and tumor-infiltrating lymphocytes (TIL) from patients with HNSCC before and after cetuximab treatment (pre-/post-PBMC vs. pre-/post-TIL). Multiple analytic approaches were employed to normalize sequencing data.

resultsNormalized TCR richness was significantly lower in post-TIL than pre-TIL, suggesting that cetuximab reduced TCR diversity and promoted TCR expansion in TIL samples, regardless of response status. The magnitude of clonal expansion (defined as expansion rate) in top 20 TCR clonotypes was significantly higher in responder PBMC with or without normalization, and in responder TIL upon normalization, than nonresponder ones. Notably, the expanded top 20 or top 50 TCR clonotypes overlapped between PBMC and TIL samples, which occurred significantly more frequently in responders than nonresponders.

conclusionsPatients with cetuximab-treated HNSCC harbor dynamic changes of TCR repertoires correlative to therapeutic responses. The expansion rate of top TCR clonotypes in peripheral blood may serve as a minimally invasive, readily accessible, and feasible marker for predicting cetuximab responses in HNSCCs and beyond, and the expansion rate of top TCR clonotypes in TILs and their overlapping probability between PBMC and TIL may serve as additional predictive markers. Our study also highlights the importance of data normalization for TCR repertoire analysis.

Indexed as

Head and Neck NeoplasmsT-LymphocytesCetuximabHumansLymphocytes, Tumor-InfiltratingReceptors, Antigen, T-CellSquamous Cell Carcinoma of Head and NeckCetuximabReceptors, Antigen, T-Cell

Identifiers

PMID36315045
PMCPMC9898159
OpenAlexW4307778498

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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.