OSCR

Spatial immune atlas of breast cancer brain metastasis reveals CD163<sup>+</sup> macrophage reprogramming associated with immune escape.

Overview

Authors: Jiale Zhu1,2, Junjie Ye1, Yulin Ma1, Zhirong Lin1,3, Yupeng Wen1, Jianpeng Sheng4, Mei Yang1,5
  1. Department of Breast Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, Guangdong, China
  2. Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
  3. Guangdong Provincial Biomedical Engineering Technology Research Center for Cardiovascular Disease, Zhujiang Hospital, Guangzhou, Guangdong, China
  4. Chinese Institutes for Medical Research, Beijing, China
  5. Department of Breast Cancer, Cancer Centre, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China
Journal: Journal for immunotherapy of cancer, volume 14, issue 6, article e014421
Dates: received 27 November 2025; accepted 5 June 2026; published online 24 June 2026
Type: Research article · Language: English
License: CC BY-NC
Identifiers: DOI 10.1136/jitc-2025-014421 · PMID 42342408 · PMCID PMC13295879 · OpenAlex W7165756564
Open access: gold, a free copy (OpenAlex)
Status: data only
Categories: genetics / omics (modality), human (organism), other condition (population)
Methods: Statistics, Smoothing, state filtering, decompositions, Machine learning, Connectivity, fMRI & imaging
Keywords: Macrophage, Biomarker, Breast Cancer, Tumor microenvironment - TME
MeSH: Antigens, CD*, Antigens, Differentiation, Myelomonocytic*, Brain Neoplasms*, Breast Neoplasms*, Macrophages*, Receptors, Cell Surface*, Tumor Escape*, CD163 Antigen, Female, Humans, Tumor Microenvironment (* major topic)
Topic: Single-cell and spatial transcriptomics (Molecular Biology, Biochemistry, Genetics and Molecular Biology), according to OpenAlex
Funding: Natural Science Foundation of Beijing Municipality (L2510026, L234002); National Natural Science Foundation of China (82072939, 82373427); Guangzhou Science and Technology Program key projects (202206010110); Guangdong Basic and Applied Basic Research Foundation (2022A1515010425); WU JIEPING Medical Foundation,WJPMF (320.6750.2024-21-131)
Citations: cited by 1 paper (Europe PMC); 53 references in the paper

Abstract

Background: Brain metastases (BrM) remain a major cause of mortality in breast cancer (BC), yet the spatial organization and molecular circuitry of the metastatic immune microenvironment are poorly defined.

Methods: To address this gap, we integrated high-plex imaging mass cytometry (IMC) performed on human primary breast tumors (n=20 regions of interests (ROIs)) and human brain-metastasis tissues (n=40 ROIs) with publicly available datasets, including single-cell RNA sequencing (scRNA-seq) from BC (n=10) and BrM (n=12) and spatial transcriptomic (ST) data from BC (n=7) and BrM (n=1), enabling single-cell resolution of tissue architecture, functional states, and intercellular signaling.

Results: IMC resolved nine major cell classes and diverse epithelial, myeloid, and T-cell subtypes, and revealed a striking shift in macrophage polarization: CD163−CD11b− macrophages were markedly depleted in brain metastases, whereas CD163+ subsets persisted. Spatial analysis demonstrated the loss of the immune-permissive CN1 neighborhood in brain metastases, which is enriched in memory T cells, B cells, and dendritic cells, and the expansion of the immunosuppressive CN9 niche in brain metastases, containing CD163+ macrophages, invasion-like epithelial cells, and exhausted T cells. ScRNA-seq integration corroborated these findings by refining the annotation of major immune and stromal lineages and confirming CD163 expression patterns across macrophage subsets. ST deconvolution further reproduced these CN1-like and CN9-like domains in situ, validating their anatomical organization across BC and BrM. Ligand-receptor inference highlighted specific inhibitory pathways—including programmed cell death protein 1/programmed death-ligand 1, growth arrest-specific 6-Tyro3, Axl, and Mer receptor tyrosine kinase family, nectin cell adhesion molecule 2 (NECTIN2)-T-cell immunoreceptor with Ig and ITIM domains, and prostaglandin E2 (PGE2)-prostaglandin E2 receptor 4—that are associated with immune evasion and metastatic growth. Functional validation in an in vivo brain metastasis model further supported the therapeutic relevance of targeting these immunoregulatory pathways.

Conclusions: Together, these findings show a shift from permissive to suppressive immune niches, accompanied by pronounced macrophage reprogramming, as central features of BC adaptation to the brain. This spatially resolved framework provides mechanistic insight into the poor responsiveness of brain metastases to current immunotherapies and identifies defined inhibitory ligand-receptor axes as actionable targets for combination immunotherapy.

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Code

The paper links to its data, not to its authors' code: see the Data section.

Tracing map

A tracing map links a paper to the code its authors published: this paper has none, so it has no map.

Data

Datasets cited

Data availability statement

Data are available upon reasonable request.

Reproduced under the paper's license (CC BY-NC), from the paper cited above.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 7 authors, 4 keywords, 11 MeSH terms, 5 funders, 53 references.

Cite

This paper

Zhu, J., Ye, J., Ma, Y., Lin, Z., Wen, Y., Sheng, J., & Yang, M. (2026). Spatial immune atlas of breast cancer brain metastasis reveals CD163<sup>+</sup> macrophage reprogramming associated with immune escape. Journal for immunotherapy of cancer, 14(6), e014421. https://doi.org/10.1136/jitc-2025-014421

BibTeX

@article{zhu2026spatial,
author = {Zhu, Jiale and Ye, Junjie and Ma, Yulin and Lin, Zhirong and Wen, Yupeng and Sheng, Jianpeng and Yang, Mei},
title = {{Spatial immune atlas of breast cancer brain metastasis reveals CD163\<sup\>+\</sup\> macrophage reprogramming associated with immune escape}},
journal = {Journal for immunotherapy of cancer},
year = {2026},
month = jun,
volume = {14},
number = {6},
pages = {e014421},
publisher = {BMJ Publishing Group},
issn = {2051-1426},
doi = {10.1136/jitc-2025-014421},
url = {https://doi.org/10.1136/jitc-2025-014421},
pmid = {42342408},
pmcid = {PMC13295879}
}

RIS

TY - JOUR
AU - Zhu, Jiale
AU - Ye, Junjie
AU - Ma, Yulin
AU - Lin, Zhirong
AU - Wen, Yupeng
AU - Sheng, Jianpeng
AU - Yang, Mei
TI - Spatial immune atlas of breast cancer brain metastasis reveals CD163<sup>+</sup> macrophage reprogramming associated with immune escape
T2 - Journal for immunotherapy of cancer
J2 - J Immunother Cancer
PY - 2026
DA - 2026/06/24
VL - 14
IS - 6
SP - e014421
SN - 2051-1426
PB - BMJ Publishing Group
DO - 10.1136/jitc-2025-014421
UR - https://doi.org/10.1136/jitc-2025-014421
LA - en
ER -

CSL-JSON

{
"id": "10.1136/jitc-2025-014421",
"type": "article-journal",
"title": "Spatial immune atlas of breast cancer brain metastasis reveals CD163<sup>+</sup> macrophage reprogramming associated with immune escape",
"container-title": "Journal for immunotherapy of cancer",
"author": [
{
"family": "Zhu",
"given": "Jiale"
},
{
"family": "Ye",
"given": "Junjie"
},
{
"family": "Ma",
"given": "Yulin"
},
{
"family": "Lin",
"given": "Zhirong"
},
{
"family": "Wen",
"given": "Yupeng"
},
{
"family": "Sheng",
"given": "Jianpeng"
},
{
"family": "Yang",
"given": "Mei"
}
],
"container-title-short": "J Immunother Cancer",
"volume": "14",
"issue": "6",
"page": "e014421",
"DOI": "10.1136/jitc-2025-014421",
"PMID": "42342408",
"PMCID": "PMC13295879",
"ISSN": "2051-1426",
"publisher": "BMJ Publishing Group",
"URL": "https://doi.org/10.1136/jitc-2025-014421",
"language": "en",
"issued": {
"date-parts": [
[
2026,
6,
24
]
]
}
}

Similar papers

The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.

[1] doi:10.1016/j.xcrm.2026.102766 [code]
A longitudinal single-cell and spatial multiomic atlas of pediatric high-grade glioma.
Journal: Cell reports. Medicine
In common: genetics / omics, other condition, 7 references
[2] doi:10.1016/j.isci.2026.116517 [code]
Spatially resolved transcriptomics in human brain metastases identifies macrophage-tumor interactions associated with survival.
Journal: iScience
In common: genetics / omics, other condition, 4 references
[3] doi:10.1172/jci.insight.199498
Distinct immune landscapes characterize highly versus minimally invasive brain metastases.
Journal: JCI insight
In common: genetics / omics, other condition, 4 references
[4] doi:10.1038/s42003-026-10259-z [code]
Spatial transcriptomic profiling of developing mouse hearts reveals a spatially patterned signaling environment.
Journal: Communications biology
In common: genetics / omics, 4 references
[5] doi:10.3389/fimmu.2026.1866830
Heterogeneity of immune checkpoint inhibitor-related inflammatory central nervous system adverse event reporting signals in primary and metastatic brain tumors: a pharmacovigilance study with single-cell and spatial transcriptomic contextualization.
Journal: Frontiers in immunology
In common: genetics / omics, other condition, 3 references
[6] doi:10.1016/j.cpblue.2026.100072 [code]
NodoMap: A single-cell and spatial transcriptomic atlas of the mouse nodose ganglion.
Journal: Cell press blue
In common: genetics / omics, 4 references
[7] doi:10.1038/s41420-026-03084-0
Brain metastases exhibit distinct spatial patterns of resident and infiltrating macrophages.
Journal: Cell death discovery
In common: other condition, 3 references
[8] doi:10.1038/s41467-026-70715-6
Identification of altered immune landscape at single-cell resolution in NSCLC brain metastasis and its association with poor immune checkpoint inhibitor responses.
Journal: Nature communications
In common: other condition, 3 references
[9] doi:10.1186/s12974-026-03964-3
Circulating immune profiling reveals impaired monocyte states and trajectories driving immunosuppression in glioblastoma.
Journal: Journal of neuroinflammation
In common: genetics / omics, other condition, 3 references
[10] doi:10.1016/j.isci.2026.117206 [code]
ReliST: A model-agnostic risk layer for spatial transcriptomics deconvolution.
Journal: iScience
In common: genetics / omics, 3 references

Contribute

The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.

Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.

Request its removal

To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).

Discussion, reproductions, activity

Discussion: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.

Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.

Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.