Su Andrew, Lee HoJoon, Tran Minh, Dela Cruz Richard C, 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
Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, CA, 94305, USA.
Institute for Molecular Bioscience, The University of Queensland, Brisbane, QLD, 4072, Australia.
NPJ Precis Oncol. 2025 Apr 7;9(1):101. doi: 10.1038/s41698-025-00853-5.
We conducted a spatial analysis of stage III colorectal adenocarcinomas using Hyperion Imaging Mass Cytometry, examining 52 tumors to assess the tumor microenvironment at the single-cell level. This approach identified 10 distinct cell phenotypes in the tumor microenvironment, including stromal and immune cells, with a subset showing a proliferative phenotype. By focusing on spatial neighborhood interactions and tissue niches, particularly regions with tumor-infiltrating lymphocytes, we investigated how cellular organization relates to clinicopathological and molecular features such as microsatellite instability (MSI) and 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.
我们使用Hyperion成像质谱流式细胞术对III期结肠直肠腺癌进行了空间分析,检测了52个肿瘤,以在单细胞水平评估肿瘤微环境。该方法在肿瘤微环境中识别出10种不同的细胞表型,包括基质细胞和免疫细胞,其中一个亚群表现出增殖表型。通过关注空间邻域相互作用和组织微环境,特别是肿瘤浸润淋巴细胞所在区域,我们研究了细胞组织与临床病理和分子特征(如微卫星不稳定性(MSI)和复发)之间的关系。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。