Evidence map›Paper›PMID 42392080›Full record

ArticleMed (New York, N.Y.)2026

Spatially defined microenvironmental niches are associated with clinical outcome and tumor ecosystem diversity in head and neck cancer.

Jianhong An, Erqiang Hu, Qunlun Shen, Jing Zhu, Jiye Zhu, Naijia Liu, Qingxiang Lin, Leti Nunez, Shamsu Bello, Yuting Ren and 16 more

Abstract read
In one paragraph

Article in Med (New York, N.Y.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

26 authors.

Jianhong AnDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Einstein Pathology Single-Cell & Bioinformatics Laboratory, Bronx, NY 10461, USA; Montefiore Einstein Comprehensive Cancer Center, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Erqiang HuDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Einstein Pathology Single-Cell & Bioinformatics Laboratory, Bronx, NY 10461, USA; Montefiore Einstein Comprehensive Cancer Center, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Qunlun ShenDepartment of Cardiology, First Affiliated Hospital of Ningbo University, School of Medicine, Ningbo University, Ningbo 315010, China; Key Laboratory of Precision Prevention and Treatment for Atherosclerotic Diseases of Zhejiang Province, Ningbo 315010, China.
Jing ZhuDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Jiye ZhuDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Naijia LiuDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Qingxiang LinMassachusetts General Hospital Cancer Center, Charlestown, MA 02149, USA; Department of Medicine, Harvard Medical School, Boston, MA 02114, USA.
Leti NunezDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Shamsu BelloDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Yuting RenDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Selin KurtDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Kelise HarrisDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Nicole KawachiDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Gregory RosenblattDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Ruichen YeDepartment of Oncology, Washington University School of Medicine, St. Louis, MO 63110, USA.
Jeffrey E SegallDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Harry OstrerDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Tiffany HebertDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Roger FecherDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Qiang LiuDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Mohammed AminuDepartment of Pathology, Aminu Kano Teaching Hospital, Kano 700211, Nigeria.
Thomas J OwMemorial Sloan Kettering Cancer Center, New York, NY 10065, USA.
Michael B PrystowskyDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Amit VermaDepartment of Oncology, Albert Einstein College of Medicine, Bronx, NY 10461, USA.
Wenjun DengDepartment of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA. Electronic address: wdeng@mgh.harvard.edu.
Shanye YinDepartment of Pathology, Albert Einstein College of Medicine, Bronx, NY 10461, USA; Einstein Pathology Single-Cell & Bioinformatics Laboratory, Bronx, NY 10461, USA; Montefiore Einstein Comprehensive Cancer Center, Albert Einstein College of Medicine, Bronx, NY 10461, USA. Electronic address: shanye.yin@einsteinmed.edu.

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI FRANCESCA M GANY · 1985 to 2026
$347.4M
Dissecting Tumor-Immune Interactions in HIV-HPV Co-Infection-Associated Oropharyngeal Cancer using Single Cell Sequencing and Novel Mouse ModelsR01CA291607 · NCI · ALBERT EINSTEIN COLLEGE OF MEDICINE · PI HARRIS GOLDSTEIN, Shanye Yin · 2024 to 2026
$1.7M
Defining the impact of mutational drivers on the immune microenvironment of CLLR21CA267527 · NCI · DANA-FARBER CANCER INST · PI WU, CATHERINE JU-YING, YIN, SHANYE · 2022 to 2023
$454k
NCI NIH HHS P30 CA008748NCI NIH HHS R01 CA291607NCI NIH HHS R21 CA267527
6 · The paper itself

Abstract

backgroundHead and neck squamous cell carcinoma (HNSCC) exhibits substantial biological heterogeneity that is not fully explained by human papillomavirus (HPV) status. The spatial organization of tumor, immune, and stromal cell populations and its relationship to clinical outcome remain incompletely understood.

methodsWe performed single-cell spatial transcriptomic and proteomic profiling of 44 primary HNSCC tumors, generating a spatial atlas of 19,471,501 cells across whole-slide tissue sections. Spatial niches and ecosystem states were identified through integrated computational analyses and evaluated for associations with tumor programs, clinicopathologic features, and patient outcomes.

findingsHPV-negative tumors were enriched for fibroblast-rich, immune-poor niches associated with epithelial-mesenchymal transition and hypometabolic tumor programs, whereas HPV-positive tumors displayed more diverse immune, stromal, and vascular niche combinations and were enriched for immunogenic ecosystem states. Approximately 20% of HPV-positive tumors exhibited fibroblast-rich ecosystem architectures resembling HPV-negative disease and were associated with less favorable outcomes than other HPV-positive tumors of similar stage. In patient-derived co-culture models, extracellular matrix-associated fibroblasts were associated with epithelial-mesenchymal transition (EMT)-like tumor states, CD8

conclusionsSpatial ecosystem architecture is associated with clinically relevant heterogeneity beyond conventional HPV-based classification. Fibroblast-rich, immune-poor ecosystem states characterize a high-risk subset of HPV-positive tumors and may provide a framework for improved biological classification and risk stratification in HNSCC.

fundingThis work was supported by the National Institutes of Health (R01CA291607 and R21CA267527-01) and the Feldstein Medical Foundation.

Indexed as

Head and Neck NeoplasmsSquamous Cell Carcinoma of Head and NeckTumor MicroenvironmentEpithelial-Mesenchymal TransitionFemaleHuman Papillomavirus VirusesHumansMalePapillomavirus InfectionsProteomicsSpatial Transcriptomicshead and neck squamous cell carcinomahuman papillomavirusmicroenvironmental nichesspatial proteomicsspatial transcriptomicsTranslation to patientstumor ecosystemtumor microenvironment

Identifiers

PMID42392080
PMCPMC13336309

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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.