Evidence map›Paper›PMID 41511527›Full record

ArticleCellular and molecular life sciences : CMLS2026

CA9+ cancer-associated fibroblasts cooperate with SPP1+ tumor-associated macrophages driving immune resistance in triple-negative breast cancer.

Qin Ma, Jing Wang, Qian Jiang

Abstract read
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Article in Cellular and molecular life sciences : CMLS, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

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3 · Its place in the literature

Who cites it

7 citing papers in PubMed.

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4 · The record

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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

3 authors.

Qin MaDepartment of Radiation Oncology, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, China.
Jing WangDepartment of Pathology, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, China.
Qian JiangDepartment of Radiation Oncology, Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences/Cancer Hospital Affiliated to Shanxi Medical University, Taiyuan, 030013, China. 81974130@qq.com.ORCID http://orcid.org/0009-0004-8456-7166

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundTriple-negative breast cancer (TNBC) is a highly invasive and refractory subtype of breast cancer. Despite the promise of immune checkpoint blockade (ICB) therapy, response rates remain limited. The immune resistance driven by the tumor microenvironment has not yet been understood entirely, which hinders the personalized precision treatment of TNBC.

methodsWe integrated single-cell RNA data from 12 cohorts with TNBC and performed a multi-omics analysis combining spatial transcriptomics (ST), bulk RNA sequencing, and multiplex immunofluorescence (mIF) staining to identify immune-resistant subpopulations. Cell-to-cell communication was explored based on NicheNet and CellChat, and the function of CAF was verified by gene knockdown and overexpression in human mammary fibroblasts, followed by co-culture experiments with TNBC cell lines. ST and mIF data were used to analyze and verify cellular co-localization, while deconvolution was used to examine the relationship between two-cell characteristics and immunotherapy or antibody-drug conjugates (ADC) agent benefit.

resultsWe identified CA9+cancer-associated fibroblasts (CA9+CAF) as a key subset enriched in non-responders to ICB that promotes immune resistance by establishing a hypoxic and immunosuppressive microenvironment via abnormal angiogenesis and glycolysis. ST and mIF analyses revealed a strong co-localization and interaction between CA9+CAF and SPP1+tumor-associated macrophages (SPP1+TAM), forming a stroma-myeloid axis that promotes immune escape through VEGFA/NRP2 axis in co-localization core region compared to the boundary. In vitro experiments demonstrated that the over-expression of CA9 in fibroblasts enhanced the proliferation, invasion, and migration of TNBC cells, while CA9 knockdown inhibited the tumorigenic effects. The high CA9+CAF/SPP1+TAM profile indicated a poor prognosis, reduced effector T cell infiltration, and attenuated response to immunotherapy, may benefit from TROP2, MUC1, and NECTIN4-based ADC agents. The result was validated in TNBC samples treated with neoadjuvant immunotherapy from our center.

conclusionThis study unveils the critical immunosuppressive axis orchestrated by CA9+CAF and SPP1+TAM in TNBC, offering novel insights into the stromal regulatory mechanisms driving immune resistance. The cell-to-cell interaction signature holds promise as predictor of immunotherapy response and potential therapeutic target.

Indexed as

Cancer-Associated FibroblastsTriple Negative Breast NeoplasmsTumor-Associated MacrophagesCell CommunicationCell Line, TumorCoculture TechniquesDrug Resistance, NeoplasmFemaleGene Expression Regulation, NeoplasticHumansTumor MicroenvironmentCAFCell crosstalkImmunotherapyScRNATriple negative breast cancer

Identifiers

PMID41511527
PMCPMC12819957

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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.