Evidence map›Paper›PMID 35262677›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2022

Immunostimulatory Cancer-Associated Fibroblast Subpopulations Can Predict Immunotherapy Response in Head and Neck Cancer.

Aleksandar Obradovic, Diana Graves, Michael Korrer, Yu Wang, Sohini Roy, Abdullah Naveed, Yaomin Xu, Adam Luginbuhl, Joseph Curry, Michael Gibson and 8 more

Open access · bronzeAbstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 139 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
139citing papers in PubMed, 1 pooled it
21.3field-weighted citation impact, top 1% 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

139 citing papers in PubMed, 1 synthesis or guideline pooled it, 197 citations in OpenAlex.

  1. Pooled it
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  10. Molecular and Immune Landscape of Recurrent and/or Distant Metastatic Squamous Cell Carcinoma of the Head and Neck: An EORTC/IMMUCAN Project.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  11. Challenges in tracer development for tumor microenvironment (TME) imaging.European journal of nuclear medicine and molecular imaging · 2026
    Review
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79 more citing papers are in PubMed but not listed here.

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

18 authors at 8 institutions in 2 countries.

Aleksandar Obradovic *Columbia Center for Translational Immunology (CCTI), Columbia University Irving Medical Center (CUMC), New York, New York.
Diana Graves *Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, Tennessee.ORCID 0000-0002-8195-9613
Michael Korrer *Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee.ORCID 0000-0001-8477-8810
Yu WangDepartment of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee.ORCID 0000-0002-2819-4551
Sohini RoyDepartment of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee.
Abdullah NaveedDepartment of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee.ORCID 0000-0002-0237-5434
Yaomin XuDepartment of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee.
Adam LuginbuhlDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.
Joseph CurryDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.
Michael GibsonDepartment of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.ORCID 0000-0002-1500-9281
Kamran IdreesDepartment of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
Paula HurleyDepartment of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee.
Peng JiangCenter for Cancer Research, NCI, Bethesda, Maryland.ORCID 0000-0002-7828-5486
X Shirley LiuDepartment of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts.
Ravindra UppaluriDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Charles G DrakeColumbia Center for Translational Immunology (CCTI), Columbia University Irving Medical Center (CUMC), New York, New York.
Andrea CalifanoDepartment of Systems Biology, HICC, New York, New York.ORCID 0000-0003-4742-3679
Young J KimDepartment of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, Tennessee.ORCID 0000-0001-8434-4561
Vanderbilt University Medical Center · USNew York City Health and Hospitals Corporation · USThomas Jefferson University · USVanderbilt University · USBrigham and Women's Hospital · USCenter for Cancer Research · USColumbia University Irving Medical Center · USDana-Farber Cancer Institute · US

Funding

Viral Vector Technology (VVTSR)P30CA021765 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI CHARLES ROBERTS · 1985 to 2026
$166.9M
X-Ray Crystallography and Macromolecular CharacterizationP30CA056036 · NCI · THOMAS JEFFERSON UNIVERSITY · PI DANIEL P SILVER · 1995 to 2026
$94.8M
Predicting Cancer Cell Response to Endogenous and Exogenous Perturbations at the Single Cell LevelR35CA197745 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI ANDREA CALIFANO · 2015 to 2026
$11.5M
Head & Neck Cancer Neoantigen Characterization & Therapeutic TargetingR01DE027749 · NIDCR · VANDERBILT UNIVERSITY MEDICAL CENTER · PI JOYCE, SEBASTIAN · 2018 to 2022
$2.3M
High-performance compute cluster for biomedical computingS10OD012351 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI CALIFANO, ANDREA · 2012 to 2012
$2.0M
Regulation of Metastatic Development by Heritable Variants in the Tumor MicroenvironmentR01CA211695 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI HURLEY, PAULA JILL · 2018 to 2023
$1.9M
Cyclic Dinucleotides in Combinatorial Immunotherapy for CancerR01CA178613 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI KIM, YOUNG J. · 2013 to 2017
$1.7M
Storage System for High Performance ComputingS10OD021764 · OD · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI CALIFANO, ANDREA · 2016 to 2016
$600k
CODEX System for Automated and Highly Multiplexed ImmunofluorescenceS10OD030338 · OD · VANDERBILT UNIVERSITY MEDICAL CENTER · PI DAHLMAN, KIMBERLY BROWN · 2021 to 2021
$202k
Discovering Network-Based Drivers of Single-Cell Transcriptional State in Tumor Immune Microenvironment to Reveal Immuno-Therapeutic Targets and Treatment SynergiesF30CA260765 · NCI · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI OBRADOVIC, ALEKSANDAR ZORAN · 2021 to 2022
$98k
BLRD VA I01 BX006010NCI NIH HHS F30 CA260765NCI NIH HHS P30 CA021765NCI NIH HHS P30 CA056036NCI NIH HHS R01 CA178613NCI NIH HHS R01 CA211695NCI NIH HHS R35 CA197745NIDCR NIH HHS R01 DE027749NIH HHS S10 OD012351NIH HHS S10 OD021764NIH HHS S10 OD030338
6 · The paper itself

Abstract

purposeCancer-associated fibroblasts (CAF) have been implicated as potential mediators of checkpoint immunotherapy response. However, the extensive heterogeneity of these cells has precluded rigorous understanding of their immunoregulatory role in the tumor microenvironment. EXPERIMENTAL

designWe performed high-dimensional single-cell RNA sequencing (scRNA-seq) on four patient tumors pretreatment and posttreatment from a neoadjuvant trial of patients with advanced-stage head and neck squamous cell carcinoma that were treated with the αPD-1 therapy, nivolumab. The head and neck CAF (HNCAF) protein activity profiles, derived from this cohort of paired scRNA-seq, were used to perform protein activity enrichment analysis on the 28-patient parental cohort of clinically annotated bulk transcriptomic profiles. Ex vivo coculture assays were used to test functional relevance of HNCAF subtypes.

resultsFourteen distinct cell types were identified with the fibroblast population showing significant changes in abundance following nivolumab treatment. Among the fibroblast subtypes, HNCAF-0/3 emerged as predictive of nivolumab response, while HNCAF-1 was associated with immunosuppression. Functionally, HNCAF-0/3 were found to reduce TGFβ-dependent PD-1+TIM-3+ exhaustion of CD8 T cells, increase CD103+NKG2A+ resident memory phenotypes, and enhance the overall cytolytic profile of T cells.

conclusionsOur findings demonstrate the functional importance of distinct HNCAF subsets in modulating the immunoregulatory milieu of human HNSCC. In addition, we have identified clinically actionable HNCAF subtypes that can be used as a biomarker of response and resistance in future clinical trials.

Indexed as

Cancer-Associated FibroblastsHead and Neck NeoplasmsHumansImmunotherapyNivolumabSquamous Cell Carcinoma of Head and NeckTumor MicroenvironmentNivolumab

Identifiers

PMID35262677
PMCPMC9161438
OpenAlexW4220785399

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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.