Evidence map›Paper›PMID 41917370›Full record

ArticleCommunications biology2026

Single cell and spatial sequencing analysis of cancer associated fibroblasts in the brain metastasis tumor microenvironment.

Thomas Simon, David N Buckley, Zeyi Yang, Chikako Matsuba, Ben Y Tew, Gerald C Gooden, Kyle Hurth, Steven A Toms, David D Tran, Gabriel Zada and 2 more

Abstract read
In one paragraph

Article in Communications biology, 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

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

12 authors.

Thomas SimonDepartment of Cancer Biology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0002-3280-2716
David N BuckleyDepartment of Cancer Biology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Zeyi YangDepartment of Cancer Biology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Chikako MatsubaDepartment of Cancer Biology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Ben Y TewDepartment of Cancer Biology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0009-0007-6397-7512
Gerald C GoodenDepartment of Cancer Biology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0002-3964-9996
Kyle HurthDepartment of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Steven A TomsDepartment of Neurosurgery and Medicine, Brown University Health, The Warren Alpert Medical School of Brown University, Providence, RI, USA.
David D TranDepartment of Neurosurgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0002-2380-8921
Gabriel ZadaDepartment of Neurosurgery, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.
Matthew P SalomonDepartment of Cancer Biology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0002-3935-5306
Bodour SalhiaDepartment of Cancer Biology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA. salhia@usc.edu.ORCID http://orcid.org/0000-0003-3843-3621

Funding

USC/NORRIS COMPREHENSIVE CANCER CENTER (CORE) SUPPORTP30CA014089 · NCI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI Fumito Ito · 1985 to 2026
$181.4M
NCI NIH HHS P30 CA014089
6 · The paper itself

Abstract

Brain metastasis (BM) remains largely incurable. Cancer-associated fibroblasts (CAFs) can either support or inhibit tumor growth in the tumor microenvironment (TME), yet their role in BM is not well described. In this study we define four transcriptionally distinct CAF subpopulations using single-cell and spatial sequencing of human BM tissues. The four CAF subpopulations we describe are termed extracellular matrix (ECM), immune, contractile, or neural CAFs, and each subpopulation shows distinct spatial distributions within the BM TME. Further analyses reveal that BM CAFs engage extensively in cell-cell communication and adopt distinct cell states, including an ECM CAF cell state marked by high levels of immunoglobulin superfamily containing leucine rich repeat expression (ISLR-CAFs). Functionally, ISLR-CAFs reduce BM tumor cell viability in vitro, consistent with a tumor-inhibitory role. These findings highlight the heterogeneity of CAFs in BM, emphasizing the importance of understanding stromal contributions in the underlying biology of BM.

Indexed as

Brain NeoplasmsCancer-Associated FibroblastsSingle-Cell AnalysisTumor MicroenvironmentCell CommunicationCell Line, TumorExtracellular MatrixGene Expression Regulation, NeoplasticHumans

Identifiers

PMID41917370
PMCPMC13201622

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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.