Evidence map›Paper›PMID 40932382›Full record

Trial reportClinical cancer research : an official journal of the American Association for Cancer Research2025

Extracellular Matrix-MYCAF Signatures Correlate with Resistance to Neoadjuvant aPD-L1 Immune Checkpoint Inhibition with Durvalumab + Metformin in HPV+ HNSCC.

Pablo Llerena, Hani Samarah, Kathryn Nunes, Zhao Lin, Kelly Bridgham, Sruti Tekumalla, Amiti Jain, Larry Harshyne, Sanket K Shukla, Ioannis Vathiotis and 23 more

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Clinical cancer research : an official journal of the American Association for Cancer Research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03618654 (Window of Opportunity for Durvalumab), which is not on this map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
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.

NCT03618654 early_phase1completednot on this map

Window of Opportunity for Durvalumab (MEDI4736) Plus Metformin Trial of in Squamous Cell Carcinoma of the Head and Neck

TypeinterventionalSponsorSidney Kimmel Comprehensive Cancer Center at Thomas Jefferson UniversityRan2018 to 2022Enrolled38ConditionsHead and Neck Squamous Cell Carcinoma, Oral Cavity Squamous Cell Carcinoma, Oropharyngeal Squamous Cell CarcinomaArmsMetformin, Durvalumab
3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. A Phase II Feasibility Study Combining Pembrolizumab and Metformin in Patients with Metastatic Head and Neck Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Trial
  2. Review
  3. Article
  4. Review
  5. 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

33 authors.

Pablo LlerenaDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0009-0008-1507-9723
Hani SamarahDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-2181-4447
Kathryn NunesDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0009-0003-3657-978X
Zhao LinDepartment of Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0009-0008-6137-6040
Kelly BridghamDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0001-7043-0602
Sruti TekumallaDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-6043-9096
Amiti JainDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-6170-7224
Larry HarshyneDepartment of Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-8699-3028
Sanket K ShuklaDepartment of Pharmacology, Physiology and Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-9260-2548
Ioannis VathiotisDepartment of Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0003-3467-7629
Madalina TulucDepartment of Pathology and Genomic Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0003-4920-3901
Stacey GarganoDepartment of Pathology and Genomic Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-2780-1866
John R EisenbreyDepartment of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0001-6411-3424
Scott KeithDivision of Biostatistics & Bioinformatics, Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-9428-1151
David M CognettiDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0001-7039-3055
Voichita C Bar-AdDepartment of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0001-6529-0406
Adam J LuginbuhlDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0001-7682-3108
Rita AxelrodDepartment of Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0009-0003-5740-0021
Rajanikanth VadigepalliDivision of Biostatistics & Bioinformatics, Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-8405-1037
Hushan YangDepartment of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0001-9920-1731
Diana Whitaker-MenezesDepartment of Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0009-0008-6051-1431
Megan RocheDepartment of Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-8887-2895
My G MahoneyDepartment of Pharmacology, Physiology and Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0003-0203-9171
Athanassios ArgirisDepartment of Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0003-4075-8812
Charalambos SolomidesDepartment of Pathology and Genomic Medicine, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-4769-8122
Jennifer M JohnsonDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0003-4548-307X
Mouadh BarbirouDepartment of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-3661-2733
Amanda MillerDepartment of Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0009-0003-6706-9248
Andrew P SouthDepartment of Pharmacology, Physiology and Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0001-7650-0835
Ramkrishna MitraDivision of Biostatistics & Bioinformatics, Department of Pharmacology, Physiology, and Cancer Biology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0002-6181-9066
Alban J LinnenbachDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0003-2215-381X
Ubaldo Martinez-OutschoornDepartment of Medical Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0003-1483-4551
Joseph M CurryDepartment of Otolaryngology-Head and Neck Surgery, Thomas Jefferson University, Philadelphia, Pennsylvania.ORCID 0000-0001-9507-4237

Funding

X-Ray Crystallography and Macromolecular CharacterizationP30CA056036 · NCI · THOMAS JEFFERSON UNIVERSITY · PI Claudio Guillermo Giraudo · 1995 to 2026
$94.8M
AstraZeneca HealthCare Foundation (AZHCF) 080-38161-J47902National Cancer Institute (NCI) P30CA056036NCI NIH HHS P30 CA056036
6 · The paper itself

Abstract

purposeImmune checkpoint inhibitors (ICI) have demonstrated clinical benefit in head and neck squamous cell carcinoma (HNSCC); however, single-agent efficacy is limited, leaving significant unmet needs. Metformin may synergize with ICIs, offering promise to improve response rates. We leveraged multiomic data from a randomized, presurgical neoadjuvant trial (NCT03618654) evaluating a single infusion of the anti-PD-L1 ICI durvalumab with or without daily, standard dose metformin in previously untreated, nondiabetic patients with HNSCC to understand predictors of response and the effect of combination therapy. PATIENTS AND

methodsClinical, pathologic, and correlative data were analyzed to investigate response and resistance mechanisms. We present an in-depth multiomic analysis of primary tumor specimens to study treatment response/resistance in human papillomavirus-positive HNSCC.

resultsBaseline samples revealed that myofibroblastic cancer-associated fibroblast and extracellular matrix signatures were enriched in durvalumab plus metformin nonresponders, which were localized to the leading tumor edge on spatial transcriptomics. In contrast, baseline responder samples were enriched for the Langerhans-like dendritic cell (DC) state and IFN signatures. Treatment increased intratumoral CD8+ T-cell and IFN signatures and peripheral blood CCL2 levels. Responders demonstrated macrophage and DC enrichment and antigen processing and presentation upregulation. Enrichment of cell cycle-related gene sets, specifically the MYC targets V1 hallmark gene set, correlated with nonresponse.

conclusionsEarly response and resistance dynamics for durvalumab plus metformin in human papillomavirus-positive HNSCC reveal baseline extracellular matrix-myofibroblastic cancer-associated fibroblast as predictive of nonresponse. In contrast, responders were distinguished by baseline enrichment in the Langerhans-like DC state and posttreatment antigen-presenting gene sets.

Indexed as

Antineoplastic Combined Chemotherapy ProtocolsDrug Resistance, NeoplasmExtracellular MatrixHead and Neck NeoplasmsImmune Checkpoint InhibitorsMetforminPapillomavirus InfectionsProto-Oncogene Proteins c-mycSquamous Cell Carcinoma of Head and NeckAgedAntibodies, MonoclonalB7-H1 AntigenFemaleHumansMaleMiddle AgedAntibodies, MonoclonalB7-H1 AntigenCD274 protein, humandurvalumabImmune Checkpoint InhibitorsMetforminMYC protein, humanProto-Oncogene Proteins c-myc

Identifiers

PMID40932382
PMCPMC12703361

What OpenQuestion holds

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Registered trials

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.