Evidence map›Paper›PMID 37256648›Full record

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

Spatial Immunoprofiling of Adenoid Cystic Carcinoma Reveals B7-H4 Is a Therapeutic Target for Aggressive Tumors.

Luana Guimaraes Sousa, Daniel J McGrail, Felippe Lazar Neto, Kaiyi Li, Mario L Marques-Piubelli, Sammy Ferri-Borgogno, Hui Dai, Yoshitsugu Mitani, Nicole Spardy Burr, Zachary A Cooper and 7 more

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 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
7.2field-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

19 citing papers in PubMed, 27 citations in OpenAlex.

  1. Axitinib plus Avelumab in Recurrent/Metastatic Adenoid Cystic Carcinoma: Biomarker Analysis and Updated Results of the Phase II Trial.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Trial
  2. TROP2 Expression in Salivary Gland Adenoid Cystic Carcinoma (ACC) According to Histologic Subtype: Therapeutic Implications.Journal of oral pathology & medicine : official publication of the International Association of Oral Pathologists and the American Academy of Oral Pathology · 2025
    Trial
  3. Phase 2 Trial of Regorafenib in Recurrent/Metastatic Adenoid Cystic Carcinoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024
    Trial
  4. Article
  5. Article
  6. Article
  7. Review
  8. Single-cell sequencing reveals MCAMCancer cell international · 2025
    Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. 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

17 authors at 6 institutions in 3 countries.

Luana Guimaraes SousaDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-3516-7105
Daniel J McGrailLerner Research Institute, Center for Immunotherapy and Precision Immuno-Oncology, Cleveland Clinic, Cleveland, Ohio.ORCID 0000-0002-6669-6069
Felippe Lazar NetoInstituto do Cancer do Estado de Sao Paulo, Sao Paulo University, Sao Paulo, Brazil.ORCID 0000-0002-0051-9537
Kaiyi LiDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-8505-2496
Mario L Marques-PiubelliDepartment of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-6324-2096
Sammy Ferri-BorgognoDepartment of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-8270-8963
Hui DaiDepartment of System Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-1137-146X
Yoshitsugu MitaniDepartment of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-8661-4702
Nicole Spardy BurrAdenoid Cystic Carcinoma Research Foundation, Needham, Massachusetts.ORCID 0009-0004-7581-8947
Zachary A CooperOncology R&D, AstraZeneca, Gaithersburg, Maryland.ORCID 0000-0003-1059-0940
Krista KinneerOncology R&D, AstraZeneca, Gaithersburg, Maryland.ORCID 0000-0002-5148-4848
Maria Angelica CortezDepartment of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-3130-4002
Shiaw-Yih LinDepartment of System Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-3838-0358
Diana BellDepartment of Pathology, City of Hope Comprehensive Cancer Center, Duarte, California.ORCID 0000-0002-3531-8241
Adel El NaggarDepartment of Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-7175-9466
Jared BurksDepartment of Leukemia, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-6173-9074
Renata FerrarottoDepartment of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-3561-215X
The University of Texas MD Anderson Cancer Center · USAstraZeneca (Netherlands) · NLCity of Hope · USCleveland Clinic · USInstituto do Câncer do Estado de São Paulo · BRNeuroendocrine Tumor Research Foundation · US

Funding

Single Cell Spatial Analysis in TissueR50CA243707 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI BURKS, JARED KYLE · 2020 to 2024
$1.3M
Determining the Immunological Consequences of DNA Replication Stress Response Defects in Renal Cells Carcinoma to Improve Immunotherapy OutcomesR00CA240689 · NCI · CLEVELAND CLINIC LERNER COM-CWRU · PI MCGRAIL, DANIEL JAMES · 2022 to 2024
$747k
NCI NIH HHS R00 CA240689NCI NIH HHS R50 CA243707
6 · The paper itself

Abstract

purposeAdenoid cystic carcinoma (ACC) is a heterogeneous malignancy, and no effective systemic therapy exists for metastatic disease. We previously described two prognostic ACC molecular subtypes with distinct therapeutic vulnerabilities, ACC-I and ACC-II. In this study, we explored the ACC tumor microenvironment (TME) using RNA-sequencing and spatial biology to identify potential therapeutic targets. EXPERIMENTAL

designTumor samples from 62 ACC patients with available RNA-sequencing data that had been collected as part of previous studies were stained with a panel of 28 validated metal-tagged antibodies. Imaging mass cytometry (IMC) was performed using the Fluidigm Helios CyTOF instrument and analyzed with Visiopharm software. The B7-H4 antibody-drug conjugate AZD8205 was tested in ACC patient-derived xenografts (PDX).

resultsRNA deconvolution revealed that most ACCs are immunologically "cold," with approximately 30% being "hot." ACC-I tumors with a poor prognosis harbored a higher density of immune cells; however, spatial analysis by IMC revealed that ACC-I immune cells were significantly restricted to the stroma, characterizing an immune-excluded TME. ACC-I tumors overexpressed the immune checkpoint B7-H4, and the degree of immune exclusion was directly correlated with B7-H4 expression levels, an independent predictor of poor survival. Two ACC-I/B7-H4-high PDXs obtained 90% complete responses to a single dose of AZD8205, but none were observed with isotype-conjugated payload or in an ACC-II/B7-H4 low PDX.

conclusionsSpatial analysis revealed that ACC subtypes have distinct TMEs, with enrichment of ACC-I immune cells that are restricted to the stroma. B7-H4 is highly expressed in poor-prognosis ACC-I subtype and is a potential therapeutic target.

Indexed as

Carcinoma, Adenoid CysticBiomarkers, TumorHumansPrognosisTumor MicroenvironmentV-Set Domain-Containing T-Cell Activation Inhibitor 1Biomarkers, TumorV-Set Domain-Containing T-Cell Activation Inhibitor 1

Identifiers

PMID37256648
PMCPMC10526680
OpenAlexW4378782803

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.