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肿瘤介导的免疫抑制和细胞因子扩散影响 EMT 和 PD-L1 状态之间的关系。

Tumor-mediated immunosuppression and cytokine spreading affects the relation between EMT and PD-L1 status.

机构信息

Division of Drug Discovery and Safety, Leiden Academic Centre for Drug Research, Leiden University, Leiden, Netherlands.

出版信息

Front Immunol. 2023 Aug 10;14:1219669. doi: 10.3389/fimmu.2023.1219669. eCollection 2023.

Abstract

Epithelial-mesenchymal transition (EMT) and immune resistance mediated by Programmed Death-Ligand 1 (PD-L1) upregulation are established drivers of tumor progression. Their bi-directional crosstalk has been proposed to facilitate tumor immunoevasion, yet the impact of immunosuppression and spatial heterogeneity on the interplay between these processes remains to be characterized. Here we study the role of these factors using mathematical and spatial models. We first designed models incorporating immunosuppressive effects on T cells mediated PD-L1 and the EMT-inducing cytokine Transforming Growth Factor beta (TGFβ). Our models predict that PD-L1-mediated immunosuppression merely reduces the difference in PD-L1 levels between EMT states, while TGFβ-mediated suppression also causes PD-L1 expression to correlate negatively with TGFβ within each EMT phenotype. We subsequently embedded the models in multi-scale spatial simulations to explicitly describe heterogeneity in cytokine levels and intratumoral heterogeneity. Our multi-scale models show that Interferon gamma (IFNγ)-induced partial EMT of a tumor cell subpopulation can provide some, albeit limited protection to bystander tumor cells. Moreover, our simulations show that the true relationship between EMT status and PD-L1 expression may be hidden at the population level, highlighting the importance of studying EMT and PD-L1 status at the single-cell level. Our findings deepen the understanding of the interactions between EMT and the immune response, which is crucial for developing novel diagnostics and therapeutics for cancer patients.

摘要

上皮-间充质转化(EMT)和程序性死亡配体 1(PD-L1)上调介导的免疫抵抗是肿瘤进展的既定驱动因素。它们的双向串扰被认为有助于肿瘤免疫逃逸,但免疫抑制和空间异质性对这些过程相互作用的影响仍有待阐明。在这里,我们使用数学和空间模型研究这些因素的作用。我们首先设计了包含 PD-L1 和转化生长因子 β(TGFβ)介导的 T 细胞免疫抑制作用的模型。我们的模型预测,PD-L1 介导的免疫抑制仅仅降低了 EMT 状态之间 PD-L1 水平的差异,而 TGFβ 介导的抑制也导致 PD-L1 表达与每个 EMT 表型内的 TGFβ 呈负相关。随后,我们将模型嵌入多尺度空间模拟中,以明确描述细胞因子水平和肿瘤内异质性的异质性。我们的多尺度模型表明,肿瘤细胞亚群中干扰素 γ(IFNγ)诱导的部分 EMT 可以为旁观者肿瘤细胞提供一些保护,但保护作用有限。此外,我们的模拟表明,EMT 状态和 PD-L1 表达之间的真实关系可能在群体水平上被隐藏,这突出了在单细胞水平上研究 EMT 和 PD-L1 状态的重要性。我们的研究结果加深了对 EMT 和免疫反应相互作用的理解,这对于开发癌症患者的新诊断和治疗方法至关重要。

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