LBPO.TB02 · 肿瘤生物学 · Late-Breaking
利用单细胞空间基因组学研究乳腺癌脑转移的免疫微环境
Investigation of the immune microenvironment of breast cancer brain metastasis using single-cell spatial genomics
作者与单位 Authors & Affiliations
摘要 Abstract
中文摘要
乳腺癌脑转移(BCBM)发生于20-40%的乳腺癌患者,并与不良预后和生活质量下降相关。BCBM目前的标准治疗包括手术切除和放射治疗(全脑或立体定向放疗),所致中位生存期为3-36个月。精准医学的进展,特别是免疫治疗,通过靶向独特的遗传标志物并借助免疫检查点抑制剂增强免疫系统反应,显示出提高总生存期的前景。鉴于中枢神经系统(CNS)独特的免疫格局,需要更好地理解CNS对BCBM的免疫反应,以确定最佳的免疫治疗方法。近期的单细胞RNA测序(scRNA-seq)研究已阐明了BCBM病灶独特的细胞组成和表达特征。然而,scRNA-seq无法保留BCBM组织结构,丢失了免疫富集区域与免疫排斥区域的结构背景以及相关的邻域依赖性细胞间相互作用。在此,我们利用10x Genomics Xenium平台对来自一个由70余名患者组成的队列的BCBM样本进行单细胞分辨率的原位空间分析,以表征BCBM的免疫微环境。我们使用了预建的人类免疫肿瘤学面板(380个基因)、另外50个对BCBM更具特异性的定制基因,以及6个突出免疫和肿瘤表达的蛋白亚面板。为改善单细胞分辨率并实现细胞水平计数和标志物定位验证,我们在成像流程中纳入了细胞分割试剂盒。在初步研究中,我们已在队列的一部分BCBM样本中鉴定出关键免疫细胞(包括B细胞、T细胞和巨噬细胞)的定位。基于肿瘤病灶保留的结构,我们研究了肿瘤与免疫细胞之间的邻近性,揭示了动态肿瘤-免疫相互作用的区域以及免疫排斥的区域。这些数据为开发针对BCBM的定制化免疫治疗方法提供了初步见解。
查看英文原文 English abstract
Breast cancer brain metastases (BCBM) occur in 20-40% of breast cancer patients and are associated with poor prognosis and decreased quality of life. Current standard of care for BCBM consists of surgical resection and radiation therapy, either whole-brain or stereotactic, with a resulting median survival of 3-36 months. Advances in precision medicine, specifically immunotherapy, show promise in increasing overall survival through targeting unique genetic markers and boosting the immune system response via immune checkpoint inhibitors. Given the distinct immune landscape of the central nervous system (CNS), there is a need to better understand CNS immune response to BCBM in order to identify optimal immunotherapeutic approaches. Recent single-cell RNA sequencing (scRNA-seq) studies have elucidated the distinct cellular compositions and expression signatures of BCBM lesions. However, scRNA-seq fails to preserve BCBM tissue architecture, losing structural context of immune-rich versus immune-excluded regions and relevant neighborhood dependent cell-cell interactions. Here, we characterize the immune microenvironment of BCBM using the 10x Genomics Xenium platform to perform single-cell resolution, in situ spatial profiling of BCBM samples from a cohort comprising over 70 patients. We utilized the prebuilt human immune-oncology panel of 380 genes, an additional 50 custom genes more specific to BCBM, and 6 protein subpanels highlighting immune and tumor expression. For improved single-cell resolution with cell-level counts and marker localization validation, we included the cell segmentation kit in the imaging pipeline. In preliminary studies, we have identified the localization of key immune cells, including B cells, T cells, and macrophages in a subset of BCBM samples from our cohort. From the conserved architecture of the tumor lesion, we investigated proximity between tumor and immune cells, illuminating areas of dynamic tumor-immune interactions, as well as regions with immune exclusion. These data provide preliminary insights for the development of tailored immunotherapy approaches for BCBM.
利益披露 Disclosure
E. Zhao, None..
I. Adam, None..
A. Prem Antony Samy, None..
J. Insua-Rodríguez, None..
P. Naef, None..
S. Mallya, None..
J. Wu, None..
D. F. Tifrea, None..
R. A. Edwards, None..
A. Mohyeldin, None..
D. A. Lawson, None.