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多尺度建模揭示用于靶向炎性乳腺癌肿瘤栓子的巨噬细胞浸润和TNF-α信号网络。

Multiscale Modeling Uncovers Macrophage Infiltration and TNF-α Signaling Networks for Targeting in Inflammatory Breast Cancer Tumor Emboli.

作者信息

Pai Pritha, Van Berckelaer Christophe, Van Laere Steven, Bennion Alexandra, Charity Theresa, Yang Jinming, Bertucci Francois, Van Dam Peter, Palmer Gregory M, McCall Shannon, Dirix Luc Y, Ueno Naoto T, Devi Gayathri R

出版信息

bioRxiv. 2025 Jun 1:2025.05.29.656249. doi: 10.1101/2025.05.29.656249.

Abstract

PURPOSE

Inflammatory breast cancer (IBC) tumors are characterized by diffuse, clusters of cells found in dermal tissue and lymphatic vessels, known as tumor emboli. This study investigates the interaction between tumor emboli and the tumor immune microenvironment (TiME) that can foster survival signaling.

EXPERIMENTAL DESIGN

Spatial immunophenotyping was performed on clinical IBC samples. Ex vivo tumor emboli were generated from patient-derived cell lines cultured in a lymphatic-like platform and subjected to transcriptomic and proteomic analysis. A transgenic murine model was generated for visualization of macrophages and tumor emboli within the TiME via a surgically implanted window chamber, enabling intravital imaging and targeting.

RESULTS

Gene and protein analysis of tumor emboli cultures compared to 2D monolayer cultures revealed upregulation of TNFR signaling networks, CXCL8, and immune cell chemotaxis genes. Spatial immunophenotyping of IBC patient tumors demonstrated high levels of CD163+ tumor-associated macrophages (TAMs). Furthermore, intravital imaging of mice confirmed macrophage movement toward tumor cell clusters. Finally, targeting macrophage-associated TNF-α-signaling using Birinapant, a SMAC mimetic, inhibited the tumor emboli phenotype .

CONCLUSIONS

This study, the first to our knowledge, identifies TNFα signaling and macrophage infiltration in IBC tumor emboli. Strategies targeting TNFα signaling to induce cell death and reduce macrophage influence has the potential to improve IBC outcomes.

TRANSLATIONAL RELEVANCE

The overall survival rates for patients with inflammatory breast cancer (IBC) are dismal, and these rates have not changed in the last decade. IBC is associated with high metastatic propensity, with nearly 30% individuals presenting with metastatic disease at diagnosis. The distinct presentation of diffuse tumor cell clusters spreading collectively (emboli) is postulated to be responsible for the poor survival in patients with IBC. Despite over 50 molecular profiling studies in the past decade, the intrinsic molecular mechanisms underlying the IBC tumor emboli phenotype remain unclear. Here, we utilize both preclinical and patient biospecimen to gain insight into the tumor emboli microenvironment and identify targets for future therapeutics. Our findings demonstrate enrichment of genes linked to chemotaxis and TNFR network of signals in the tumor cells and increased macrophage infiltration in the IBC tumor emboli microenvironment. Using a transgenic murine model, we demonstrate that treatment with Birinapant, a SMAC mimetic that enhances TNFα-mediated cell death, may be effective in targeting the tumor emboli phenotype.

摘要

目的

炎性乳腺癌(IBC)肿瘤的特征是在真皮组织和淋巴管中发现弥漫性的细胞簇,即肿瘤栓子。本研究调查肿瘤栓子与可促进生存信号传导的肿瘤免疫微环境(TiME)之间的相互作用。

实验设计

对临床IBC样本进行空间免疫表型分析。从在类淋巴平台中培养的患者来源细胞系生成离体肿瘤栓子,并进行转录组和蛋白质组分析。通过手术植入的视窗小室生成转基因小鼠模型,用于在TiME内可视化巨噬细胞和肿瘤栓子,从而实现活体成像和靶向操作。

结果

与二维单层培养相比,肿瘤栓子培养物的基因和蛋白质分析显示TNFR信号网络、CXCL8和免疫细胞趋化基因上调。IBC患者肿瘤的空间免疫表型分析显示CD163 +肿瘤相关巨噬细胞(TAM)水平较高。此外,小鼠活体成像证实巨噬细胞向肿瘤细胞簇移动。最后,使用SMAC模拟物Birinapant靶向巨噬细胞相关的TNF-α信号传导,抑制了肿瘤栓子表型。

结论

据我们所知,本研究首次确定了IBC肿瘤栓子中的TNFα信号传导和巨噬细胞浸润。靶向TNFα信号传导以诱导细胞死亡并减少巨噬细胞影响的策略有可能改善IBC的治疗结果。

转化相关性

炎性乳腺癌(IBC)患者的总体生存率很低,并且在过去十年中这些比率没有变化。IBC与高转移倾向相关,近30%的个体在诊断时出现转移性疾病。推测弥漫性肿瘤细胞簇集体扩散(栓子)的独特表现是IBC患者生存不良的原因。尽管在过去十年中有超过50项分子谱研究,但IBC肿瘤栓子表型的内在分子机制仍不清楚。在这里,我们利用临床前和患者生物样本深入了解肿瘤栓子微环境,并确定未来治疗的靶点。我们的研究结果表明,肿瘤细胞中与趋化性和TNFR信号网络相关的基因富集,并且IBC肿瘤栓子微环境中巨噬细胞浸润增加。使用转基因小鼠模型,我们证明用增强TNFα介导的细胞死亡的SMAC模拟物Birinapant治疗可能有效地靶向肿瘤栓子表型。

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