Multi-platform analysis of the tumor immune microenvironment associated with breast cancer subtypes

Breast cancer is genetically and histologically heterogenous, and is influenced by a variety of factors, including the tumor microenvironment (TME). The PAM50 subtypes; Luminal A, Luminal B, Normal-like, Basal-like and Her2-enriched, are associated with different tumor phenotypes and overall survival. The quantity and quality of immune cell infiltration in breast tumors play a key role in cancer development and progression and are associated with survival and treatment response. We used multiplex immunohistochemistry, single-cell RNA sequencing, and two deconvolution algorithms to explore the immune landscape across PAM50 subtypes. Immunostaining of CD3<sup>+</sup> T cells, tryptase<sup>+</sup> mast cells, CD20<sup>+</sup> B cells, CD68<sup>+</sup> CD163<sup>+</sup> macrophages, and CD66b<sup>+</sup> granulocytes revealed marked differences in tumor immune infiltrates according to breast cancer subtypes. Luminal tumors were relatively deprived of T cells and B cells, while exhibiting sparse to moderate amounts of macrophage infiltration. In contrast, Her2-enriched tumors exhibited a moderate immune presence, with sparse to moderate T cell infiltration and moderate infiltration of B cells and macrophages. At the other end of the spectrum, Basal-like tumors stood out for their strikingly rich immune environment and are heavily infiltrated by T cells, B cells, and macrophages. The results from the single-cell and deconvolution analyses confirmed subtype-specific immune microenvironments, which also allowed us to observe increased levels of natural killer (NK) and CD8<sup>+</sup> T cells in Her2-enriched and Basal-like subtypes. In conclusion, our findings demonstrate significant differences in the immune tumor microenvironment between the established breast cancer molecular subtypes.

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Journal
OncoImmunology
Published
2026-01-13
DOI
https://doi.org/10.1080/2162402x.2025.2610535
Primary Topic
Single-cell and spatial transcriptomics
Type
article
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article

Multi-platform analysis of the tumor immune microenvironment associated with breast cancer subtypes

Astri Frafjord, Youness Azimzade, Lilly Anne Torland, Jürgen Geisler et al.
OncoImmunology
Single-cell and spatial transcriptomics
article

Multi-platform analysis of the tumor immune microenvironment associated with breast cancer subtypes

Astri Frafjord, Youness Azimzade, Lilly Anne Torland, Jürgen Geisler, Marianne Lyngra, Hogne Røed Nilsen, Inger Øynebråten, Alexandre Corthay, Andliena Tahiri, Linn Buer, Øystein Garred, VN Kristensen, Xavier Tekpli, Kristine Sahlberg, Jon Lømo
article en

Abstract

Breast cancer is genetically and histologically heterogenous, and is influenced by a variety of factors, including the tumor microenvironment (TME). The PAM50 subtypes; Luminal A, Luminal B, Normal-like, Basal-like and Her2-enriched, are associated with different tumor phenotypes and overall survival. The quantity and quality of immune cell infiltration in breast tumors play a key role in cancer development and progression and are associated with survival and treatment response. We used multiplex immunohistochemistry, single-cell RNA sequencing, and two deconvolution algorithms to explore the immune landscape across PAM50 subtypes. Immunostaining of CD3<sup>+</sup> T cells, tryptase<sup>+</sup> mast cells, CD20<sup>+</sup> B cells, CD68<sup>+</sup> CD163<sup>+</sup> macrophages, and CD66b<sup>+</sup> granulocytes revealed marked differences in tumor immune infiltrates according to breast cancer subtypes. Luminal tumors were relatively deprived of T cells and B cells, while exhibiting sparse to moderate amounts of macrophage infiltration. In contrast, Her2-enriched tumors exhibited a moderate immune presence, with sparse to moderate T cell infiltration and moderate infiltration of B cells and macrophages. At the other end of the spectrum, Basal-like tumors stood out for their strikingly rich immune environment and are heavily infiltrated by T cells, B cells, and macrophages. The results from the single-cell and deconvolution analyses confirmed subtype-specific immune microenvironments, which also allowed us to observe increased levels of natural killer (NK) and CD8<sup>+</sup> T cells in Her2-enriched and Basal-like subtypes. In conclusion, our findings demonstrate significant differences in the immune tumor microenvironment between the established breast cancer molecular subtypes.

OncoImmunologyVol. 15(1)
Oslo University Hospital (NO), University of Oslo (NO), Akershus University Hospital (NO), Vestre Viken Hospital Trust (NO)
Good health and well-being
Openalex Percentile: Top 89%
Single-cell and spatial transcriptomics
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