Spatial transcriptomics and functional mapping of the suppressive TME in primary breast tumor and breast-to-liver metastases.
Abstract
e13119 Background: The tumor microenvironment (TME) of primary breast tumors (PTs) and breast-to-liver metastases shows heterogeneous infiltration and interactions between tumor, immune, and stromal cells. Hepatic metastases exhibit a more immunosuppressive TME with fewer cytotoxic T cells (CTLs) relative to PTs, which may contribute to increased tumor growth and resistance to systemic therapies. To investigate the immune cell infiltration and immune-tumor interactions in PT and liver metastases, we utilized whole transcriptome analysis and immunofluorescence-based protein expression as part of spatial TME profiling. Methods: We identified 13 chemo-naïve PTs and 3 breast-to-liver metastases. Formalin-fixed paraffin-embedded (FFPE) samples were used for hematoxylin and eosin (H&E) staining and spatial transcriptomics (ST) profiling with the 10X Genomics Visium CytAssist and Visium HD platforms. The H&E slides were manually annotated in collaboration with a board-certified pathologist, and ST data were deconvoluted using breast-specific scRNA-sequenced references and canonical marker labeling. Results: Our analysis of the 13 PTs and 3 breast-to-liver metastases revealed significant heterogeneity in tumor clusters, immune cell infiltration, gene set enrichments, and gene signatures between primary and visceral TMEs. Unsupervised clustering of hormone receptor-positive (HR+) HER2-negative (HER2) samples demonstrated considerable intratumoral and intertumoral variability, with differences in the expression of tumor markers (EPCAM, ER, PR, ERBB2, KRT14, KRT18), hypoxia-related signatures (HIF1a), and pro-angiogenic drivers (VEGF). Breast-to-liver metastases showed higher expression of pathways involved in proliferation, angiogenesis, and anti-apoptosis compared to primary tumors. Hepatic metastases were enriched for HALLMARK gene sets related to proliferation and metabolic pathways, including PI3K/AKT/mTOR, mTORC1 signaling, E2F targets, MYC targets, G2M checkpoint, mitotic spindle, glycolysis, oxidative phosphorylation, and fatty acid metabolism when compared to primary tumors. In contrast, primary tumors were enriched for immune-related pathways (TNF-α, interferon-γ, inflammatory response, IL-6 JAK/STAT3), epithelial-mesenchymal transition (EMT), myogenesis, and angiogenesis gene signatures, which are consistent with their metastatic potential. Cellular profiling of liver lesions revealed higher myeloid suppressor cells (TAMs and MDSCs): CD8 + ratio with shorter cell-cell distances relative to PTs suggesting a key role in immune evasion, tumor progression, and therapeutic resistance. Conclusions: ST data from primary and metastatic breast cancer samples revealed notable tumor heterogeneity, characterized by highly active metabolic and proliferative pathways, along with a higher abundance of myeloid cells.
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (12)
Batul Al-zubeidy
USC Norris Comprehensive Cancer Center, Los Angeles, CA
Edgar Gonzalez
Norris Cancer Center, Los Angeles, CA
Aaron Baugh
USC Norris Cancer Center, Los Angeles, CA
Dominic Zavala
USC Norris Cancer Center, Los Angeles, CA
Cheol Park
USC Norris Cancer Center, Los Angeles, CA
Matthew Jacobo
USC Norris Cancer Center, Los Angeles, CA
Marqus Dela Cruz
USC Norris Cancer Center, Los Angeles, CA
Michelle Li
Sabrina Carrel
USC Norris Cancer Center, Los Angeles, CA
Elexa Rallos
Eastern Virginia Medical School, Norfolk, VA
Michael Press
USC Norris Cancer Center, Los Angeles, CA
Evanthia T. Roussos Torres