Evidence map›Paper›PMID 41042551›Full record

ArticleCancer research communications2025

Multiplexed Imaging Mass Cytometry Reveals Tumor-immune Microenvironment-dependent Hormone Receptor Expression in Adult-Type Ovarian Granulosa Cell Tumors.

Eleonora Y Khlebus, Veena K Vuttaradhi, Sammy Ferri-Borgogno, Allison L Brodsky, Barrett C Lawson, Samuel C Mok, R Tyler Hillman

Abstract read
In one paragraph

Article in Cancer research communications, 2025. 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
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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

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

7 authors.

Eleonora Y KhlebusDepartment of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-8355-8960
Veena K VuttaradhiDepartment of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-3422-0509
Sammy Ferri-BorgognoDepartment of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-8270-8963
Allison L BrodskyDepartment of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0002-9059-7888
Barrett C LawsonDepartment of Anatomic Pathology, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0003-2485-7087
Samuel C MokDepartment of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.ORCID 0000-0001-7013-1805
R Tyler HillmanDivision of Gynecologic Oncology, Department of Obstetrics, Gynecology and Reproductive Sciences, University of California San Diego, Rebecca and John Moores Cancer Center, La Jolla, California.ORCID 0000-0002-9832-9925

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI DIANE BODURKA · 1985 to 2026
$290.8M
Training of Academic Gynecologic OncologistsT32CA101642 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI ANIL K SOOD, Kathleen Schmeler · 2005 to 2026
$9.2M
Single Cell Spatial Analysis in TissueR50CA243707 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI BURKS, JARED KYLE · 2020 to 2024
$1.3M
Cancer Prevention and Research Institute of Texas (CPRIT) RP121010National Cancer Institute (NCI) CA016672National Cancer Institute (NCI) CA101642National Cancer Institute (NCI) CA243707NCI NIH HHS P30 CA016672NCI NIH HHS R50 CA243707NCI NIH HHS T32 CA101642
6 · The paper itself

Abstract

Adult-type granulosa cell tumors (AGCT) are rare ovarian tumors with few effective treatments for recurrent disease. To elucidate spatial features and cellular interactions within the AGCT tumor microenvironment, we applied imaging mass cytometry using a 34-marker panel on 130 regions from 24 AGCT samples, profiling more than 900,000 single cells. Analysis confirmed the immune "cold" phenotype of AGCTs and showed higher macrophage abundance in recurrent compared with primary tumors. We observed substantial heterogeneity in tissue architecture across samples, including variable presence of FOXL2+ cells embedded in collagen-rich regions (FOXL2+COL1A1+ cells). Based on tumor microenvironment composition, we defined two AGCT subtypes: AGCT-1 and AGCT-2 with distinct FOXL2+ cell distributions, differences in progesterone receptor expression, and unique transcriptomic profiles. Our findings highlight the role of macrophages, Foxl2+ subpopulations, and the extracellular matrix in AGCT progression and suggest AGCT subtype-specific vulnerabilities that could inform personalized therapies for this rare malignancy. SIGNIFICANCE: We discovered two histologically and molecularly distinct forms of AGCTs that differ in cell composition, immune activity, and hormone signals. These findings point to new opportunities for more personalized treatment of this rare ovarian cancer.

Indexed as

Granulosa Cell TumorOvarian NeoplasmsReceptors, ProgesteroneTumor MicroenvironmentAdultBiomarkers, TumorFemaleForkhead Box Protein L2HumansMacrophagesMiddle AgedBiomarkers, TumorForkhead Box Protein L2FOXL2 protein, humanReceptors, Progesterone

Identifiers

PMID41042551
PMCPMC12555029

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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.