Evidence map›Paper›PMID 37561583›Full record

ArticleThe Journal of clinical investigation2023

Clinical-genomic determinants of immune checkpoint blockade response in head and neck squamous cell carcinoma.

Cristina Valero, Mahdi Golkaram, Joris L Vos, Bin Xu, Conall Fitzgerald, Mark Lee, Shannon Kaplan, Catherine Y Han, Xin Pei, Reith Sarkar and 12 more

Open access · goldAbstract read
In one paragraph

Article in The Journal of clinical investigation, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 1 pooled it
6.2field-weighted citation impact, top 3% 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

17 citing papers in PubMed, 1 synthesis or guideline pooled it, 27 citations in OpenAlex.

  1. Pooled it
  2. Review
  3. Reinvigorating COTL1Nature cell biology · 2026
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  9. 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
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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

22 authors at 5 institutions in 2 countries.

Cristina ValeroHead and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA.
Mahdi GolkaramIllumina Inc., San Diego, California, USA.
Joris L VosHead and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA.
Bin XuDepartment of Pathology and Laboratory Medicine.
Conall FitzgeraldHead and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA.
Mark LeeHead and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA.
Shannon KaplanIllumina Inc., San Diego, California, USA.
Catherine Y HanHead and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA.
Xin PeiDepartment of Radiation Oncology, and.
Reith SarkarDepartment of Radiation Oncology, and.
Lillian A BoeDepartment of Biostatistics and Epidemiology, MSKCC, New York, New York, USA.
Abhinav PandeyHead and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA.
Elizabeth S KohHead and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA.
Charlotte L ZuurDepartment of Head and Neck Oncology and Surgery, Antoni van Leeuwenhoek Hospital-Netherlands Cancer Institute, Amsterdam, Netherlands.
David B SolitDepartment of Medicine, MSKCC, New York, New York, USA.
Traci PawlowskiIllumina Inc., San Diego, California, USA.
Li LiuIllumina Inc., San Diego, California, USA.
Alan L HoDepartment of Medicine, MSKCC, New York, New York, USA.
Diego ChowellDepartment of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Nadeem RiazDepartment of Radiation Oncology, and.
Timothy A ChanLerner Research Institute, Cleveland Clinic, Cleveland, Ohio, USA.
Luc Gt MorrisHead and Neck Service, Immunogenomic Oncology Platform, Department of Surgery, Memorial Sloan Kettering Cancer Center (MSKCC), New York, New York, USA.
Memorial Sloan Kettering Cancer Center · USIllumina (United States) · USCleveland Clinic Lerner College of Medicine · USIcahn School of Medicine at Mount Sinai · USLeiden University Medical Center · NL

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Hongbiao Carl Lekaye · 1985 to 2026
$347.4M
Translational and Clinical Trial Correlates CoreU54CA274513 · NCI · CLEVELAND CLINIC LERNER COM-CWRU · PI Timothy An-thy Chan · 2022 to 2026
$9.3M
TOWARDS PRECISION IMMUNO-ONCOLOGY: UNRAVELING THE GENOMIC DETERMINANTS AND MECHANISMS UNDERLYING IMMUNOTHERAPY EFFICACY AND RESISTANCER35CA232097 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI CHAN, TIMOTHY AN-THY · 2018 to 2024
$7.0M
Identifying and targeting neoantigens in aggressive salivary carcinomasR01DE027738 · NIDCR · SLOAN-KETTERING INST CAN RESEARCH · PI CHAN, TIMOTHY AN-THY, HO, ALAN L. · 2018 to 2022
$2.8M
NCI NIH HHS P30 CA008748NCI NIH HHS R35 CA232097NCI NIH HHS U54 CA274513NIDCR NIH HHS R01 DE027738
6 · The paper itself

Abstract

BACKGROUNDRecurrent and/or metastatic (R/M) head and neck squamous cell carcinoma (HNSCC) is generally an incurable disease, with patients experiencing median survival of under 10 months and significant morbidity. While immune checkpoint blockade (ICB) drugs are effective in approximately 20% of patients, the remaining experience limited clinical benefit and are exposed to potential adverse effects and financial costs. Clinically approved biomarkers, such as tumor mutational burden (TMB), have a modest predictive value in HNSCC.METHODSWe analyzed clinical and genomic features, generated using whole-exome sequencing, in 133 ICB-treated patients with R/M HNSCC, of whom 69 had virus-associated and 64 had non-virus-associated tumors.RESULTSHierarchical clustering of genomic data revealed 6 molecular subtypes characterized by a wide range of objective response rates and survival after ICB therapy. The prognostic importance of these 6 subtypes was validated in an external cohort. A random forest-based predictive model, using several clinical and genomic features, predicted progression-free survival (PFS), overall survival (OS), and response with greater accuracy than did a model based on TMB alone. Recursive partitioning analysis identified 3 features (systemic inflammatory response index, TMB, and smoking signature) that classified patients into risk groups with accurate discrimination of PFS and OS.CONCLUSIONThese findings shed light on the immunogenomic characteristics of HNSCC tumors that drive differential responses to ICB and identify a clinical-genomic classifier that outperformed the current clinically approved biomarker of TMB. This validated predictive tool may help with clinical risk stratification in patients with R/M HNSCC for whom ICB is being considered.FUNDINGFundación Alfonso Martín Escudero, NIH R01 DE027738, US Department of Defense CA210784, The Geoffrey Beene Cancer Research Center, The MSKCC Population Science Research Program, the Jayme Flowers Fund, the Sebastian Nativo Fund, and the NIH/NCI Cancer Center Support Grant P30 CA008748.

Indexed as

Head and Neck NeoplasmsImmune Checkpoint InhibitorsBiomarkers, TumorGenomicsHumansMutationSquamous Cell Carcinoma of Head and NeckBiomarkers, TumorImmune Checkpoint InhibitorsCancer immunotherapyHead and neck cancerImmunologyOncology

Identifiers

PMID37561583
PMCPMC10541199
OpenAlexW4385741022

What OpenQuestion holds

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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.