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III期结直肠癌的单细胞空间图谱。

The single-cell spatial landscape of stage III colorectal cancers.

作者信息

Su Andrew, Lee HoJoon, Tran Minh, Cruz Richard D, Sathe Anuja, Bai Xiangqi, Wichmann Ignacio, Pflieger Lance, Moulton Bryce, Barker Tyler, Haslem Derrick, Jones David, Nadauld Lincoln, Nguyen Quan, Ji Hanlee P, Rhodes Terence

机构信息

Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, United States.

Institute for Molecular Bioscience, The University of Queensland, QLD 4072, Australia.

出版信息

bioRxiv. 2024 Nov 11:2024.11.07.622577. doi: 10.1101/2024.11.07.622577.

Abstract

We conducted a spatial analysis using imaging mass cytometry applied to stage III colorectal adenocarcinomas. This study used multiplexed markers to distinguish individual cells and their spatial organization from 52 colorectal cancers. We determined the landscape features of cellular spatial features in the CRC tumor microenvironment. This spatial single-cell analysis identified 10 unique cell phenotypes in the tumor microenvironment that included stromal and immune cells with a subset which had a proliferative phenotype. These special features included spatial neighborhood interactions between single cells as well as different tissue niches, especially the tumor infiltrating lymphocyte regions. We applied a robust statistical analysis to identify significant correlations of cell features with phenotypes such as microsatellite instability or recurrence. We determined that microsatellite stable (MSS) colorectal cancers had an increased risk of recurrence if they had the following features: 1) a low level of stromal tumor-infiltrating lymphocytes, and 2) low interactions between CD4+ T cells and stromal cells. Our results point to the utility of spatial single-cell interaction analysis in defining novel features of the tumor immune microenvironments and providing useful clinical cell-related spatial biomarkers.

摘要

我们使用成像质谱流式细胞术对III期结直肠癌进行了空间分析。本研究使用多重标记来区分52例结直肠癌中单个细胞及其空间组织。我们确定了结直肠癌肿瘤微环境中细胞空间特征的景观特征。这种空间单细胞分析在肿瘤微环境中鉴定出10种独特的细胞表型,包括基质细胞和免疫细胞,其中一部分具有增殖表型。这些特殊特征包括单个细胞之间以及不同组织微环境之间的空间邻域相互作用,特别是肿瘤浸润淋巴细胞区域。我们应用了强大的统计分析来确定细胞特征与微卫星不稳定性或复发等表型之间的显著相关性。我们确定,微卫星稳定(MSS)的结直肠癌如果具有以下特征,则复发风险增加:1)基质肿瘤浸润淋巴细胞水平低,以及2)CD4 + T细胞与基质细胞之间的相互作用低。我们的结果表明,空间单细胞相互作用分析在定义肿瘤免疫微环境的新特征和提供有用的临床细胞相关空间生物标志物方面具有实用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/19e5/11601238/039186929092/nihpp-2024.11.07.622577v1-f0001.jpg

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