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通过多重组织成像对非小细胞肺癌(NSCLC)的免疫治疗反应进行空间分析。

Spatial insights into immunotherapy response in non-small cell lung cancer (NSCLC) by multiplexed tissue imaging.

机构信息

Faculty of Medicine, Frazer Institute, The University of Queensland, 37 Kent Street, Woolloongabba, Brisbane, QLD, 4102, Australia.

Faculty of Medicine, Ian Frazer Centre for Children's Immunotherapy Research, Children's Health Research Centre, The University of Queensland, Brisbane, QLD, Australia.

出版信息

J Transl Med. 2024 Mar 4;22(1):239. doi: 10.1186/s12967-024-05035-8.

Abstract

The spatial localisation of immune cells within tumours are key to understand the intercellular communications that can dictate clinical outcomes. Here, we demonstrate an analysis pipeline for highly multiplexed CODEX data to phenotype and profile spatial features and interactions in NSCLC patients that subsequently received PD1 axis immunotherapy. We found that regulatory T cells (Tregs) are enriched in non-responding patients and this was consistent with their localization within stromal and peripheral tumour-margins. Proximity-based interactions between Tregs and both monocytes (p = 0.009) and CD8 T cells (p = 0.009) were more frequently found in non-responding patients, while macrophages were more frequently located in proximity to HLADR tumour cells (p = 0.01) within responding patients. Cellular neighbourhoods analysis indicated that both macrophages (p = 0.003) and effector CD4 T cells (p = 0.01) in mixed tumour neighbourhoods, as well as CD8 T cells (p = 0.03) in HLADR tumour neighbourhoods were associated with favorable clinical response. Evaluation of the inferred regulatory functions between immune cells relative to the tumour suggested that macrophages exhibit an immunosuppressive phenotype against both CD4 and CD8 T cells, and that this association scores more highly in ICI refractory patients. These spatial patterns are associated with overall survival in addition to ICI response and may thus indicate features for the functional understanding of the tumour microenvironment.

摘要

肿瘤内免疫细胞的空间定位对于理解决定临床结果的细胞间通讯至关重要。在这里,我们展示了一个针对 CODEX 数据的高通量分析管道,用于表型分析和鉴定 NSCLC 患者的空间特征和相互作用,这些患者随后接受了 PD1 轴免疫治疗。我们发现,调节性 T 细胞(Tregs)在无应答患者中富集,这与其在基质和外周肿瘤边缘的定位一致。在无应答患者中,Tregs 与单核细胞(p=0.009)和 CD8 T 细胞(p=0.009)之间的基于邻近的相互作用更为频繁,而在有应答患者中,巨噬细胞更频繁地位于 HLA-DR 肿瘤细胞附近(p=0.01)。细胞邻居分析表明,在混合肿瘤邻居中,巨噬细胞(p=0.003)和效应性 CD4 T 细胞(p=0.01),以及 HLA-DR 肿瘤邻居中的 CD8 T 细胞(p=0.03)与良好的临床反应相关。相对于肿瘤,评估免疫细胞之间推断的调节功能表明,巨噬细胞对 CD4 和 CD8 T 细胞均表现出免疫抑制表型,而在 ICI 难治性患者中,这种关联评分更高。这些空间模式与 ICI 反应和总体生存率相关,因此可能表明了对肿瘤微环境功能理解的特征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bfca/10910756/4509d147c98a/12967_2024_5035_Fig1_HTML.jpg

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