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Lymph Node Metastasis-Associated Spatiotemporal Mapping of the TFF3-Linked Niche in Breast Cancer: Integrating Radiogenomic Signatures with Immune-Ecosystem Remodeling.

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Research (Washington, D.C.) 2026 Vol.9() p. 1016
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Cai D, Zhu C, Huang H, Cao Y, Cai G, Chen Z, Feng J, Zhang W, Mao W, Lai J

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Primary breast cancer (PBC) with axillary lymph node metastasis (ALNM+) is associated with distinct clinical outcomes, including reduced survival (The Cancer Genome Atlas/Foshan cohorts, < 0.05) and

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APA Cai D, Zhu C, et al. (2026). Lymph Node Metastasis-Associated Spatiotemporal Mapping of the TFF3-Linked Niche in Breast Cancer: Integrating Radiogenomic Signatures with Immune-Ecosystem Remodeling.. Research (Washington, D.C.), 9, 1016. https://doi.org/10.34133/research.1016
MLA Cai D, et al.. "Lymph Node Metastasis-Associated Spatiotemporal Mapping of the TFF3-Linked Niche in Breast Cancer: Integrating Radiogenomic Signatures with Immune-Ecosystem Remodeling.." Research (Washington, D.C.), vol. 9, 2026, pp. 1016.
PMID 41551914

Abstract

Primary breast cancer (PBC) with axillary lymph node metastasis (ALNM+) is associated with distinct clinical outcomes, including reduced survival (The Cancer Genome Atlas/Foshan cohorts, < 0.05) and an attenuated response to anti-programmed cell death protein 1 antibody/anti-programmed death-ligand 1 antibody (anti-PD-1/anti-PD-L1) therapy. Through ALNM-stratified single-cell RNA sequencing profiling, we identified 3 hallmark immune subsets in ALNM+ PBC: (a) proliferative + T cells, (b) exhausted + + T cells, and (c) //+ macrophages. Cross-modal integration of metastasis-epithelial-mesenchymal transition (EMT) signatures with Mendelian colocalization analysis prioritized as a central mechanistic regulator. We validated malignant-cell-specific expression across pan-cancer single-cell profiles and in PBC lineages. Integration of Mendelian colocalization signatures with pan-cancer spatial atlases established the oncogene as a regulator of spatial EMT programs. Radiogenomic modeling that incorporated machine-learning-derived computed tomography features identified a -based radiomics risk score. Spatial multi-omics analyses-including bulk RNA sequencing, proteomics, and spatial transcriptomics-established a correlation between expression and both MAPK signaling activation and EMT markers. Functional validation demonstrated that plays a dual role as an amplifier of the MAPK-EMT axis and a modulator of immune checkpoints. Critically, the prometastatic phenotype driven by was rescued upon pharmacological inhibition of MAPK signaling, providing direct evidence of this mechanistic link. In vivo xenograft models confirmed that knockdown suppressed metastasis. Pharmacogenomic screening identified 6-mercaptopurine as a novel antagonist, which exhibited dose-dependent inhibition of the MAPK-EMT axis. Furthermore, the antimigratory effect of 6-mercaptopurine was reversed by overexpression, confirming the functional specificity of this drug-target interaction. Notably, tumors with high expression (hi) exhibited elevated resistance to PD-1 inhibitors but heightened sensitivity to MAPK inhibitors, suggesting a potential theranostic framework for ALNM stratification.

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