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邻域聚类分析定义上皮-间质界面用于 TIL(肿瘤浸润淋巴细胞)评估

英文原题:Neighborhood clustering analysis to define epithelial-stromal interface for tumor infiltrating lymphocyte evaluation.

查看英文原题

Neighborhood clustering analysis to define epithelial-stromal interface for tumor infiltrating lymphocyte evaluation.

PubMed 2025/08/06(内容时间) J Pathol Inform

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中文摘要

根据当前指南推荐的TIL(肿瘤浸润淋巴细胞)评估主要基于肿瘤内的间质区域。在上皮性恶性肿瘤的背景下,由于手动辨别与上皮肿瘤细胞混合的淋巴细胞存在技术困难,上皮区域和上皮-间质界面未被评估。无法量化上皮相关区域中的免疫细胞可能会对评估患者对免疫检查点疗法的反应产生负面影响。创新的空间分析技术已经出现,可以直接解决与界面等特殊区域中淋巴细胞量化相关的挑战。

在本研究中,我们应用监督邻域聚类分析(通过开源应用程序 CytoMAP)来评估妇科肿瘤微阵列上 CD8+ T 细胞、CD8+ TIM3+(T 细胞免疫球蛋白和粘蛋白结构域包含-3)耗竭 T 细胞以及 TIM3+ CD8- 巨噬细胞的空间分布。邻域聚类分析擅长在三分区模型下客观地映射每个肿瘤的上皮-间质界面以及上皮和间质区域。当肿瘤按传统的两分区模型(仅上皮和间质区域)划分时,在略占多数的肿瘤中,总 CD8+ T 细胞的最高密度出现在间质区域。相比之下,当这一独特区域被纳入三分区模型时,界面区域在 CD8+ T 细胞最高密度方面超过了上皮和间质区域。

进一步的亚组分析显示,与从基质延伸到界面的CD8+ TIM3- T细胞相比,界面和上皮区域内CD8+ TIM3+耗竭T细胞的比例更高。这些结果突显了在评估TIL(肿瘤浸润淋巴细胞)时采用定量空间技术和免疫亚组分析的实用性,并强调了报道不足的肿瘤上皮-基质界面的潜在重要性。

展开英文摘要原文

Evaluation of tumor infiltrating lymphocytes as recommended by current guidelines is largely based on stromal regions within the tumor. In the context of epithelial malignancies, the epithelial region and the epithelial-stromal interface are not assessed, because of technical difficulties in manually discerning lymphocytes when admixed with epithelial tumor cells. The inability to quantify immune cells in epithelial-associated areas may negatively impact evaluation of patient response to immune checkpoint therapies. Innovative spatial analysis techniques have emerged that can directly address challenges associated with quantification of lymphocytes in specialized regions like the interface.

In this study, we apply supervised neighborhood clustering analysis (via an open-source application CytoMAP) to assess the spatial distribution of CD8+ T cells, CD8+ TIM3+ (T cell immunoglobulin and mucin-domain containing-3) exhausted T cells, and TIM3+ CD8- macrophages on a gynecological tumor microarray. Neighborhood clustering analysis is adept at objectively mapping the epithelial-stromal interface alongside the epithelial and stromal region of each tumor under a three-compartment model.

When tumors are partitioned by the conventional two-compartment model (epithelial and stromal region only), the highest density of total CD8+ T cells is found in the stromal region in a slight majority of tumors. In contrast, the interface region surpasses both the epithelial and stromal region in holding the highest density of CD8+ T cells when this unique region is incorporated into the three-compartment model.

Further subset analysis shows higher proportion of CD8+ TIM3+ exhausted T cells within the interface and epithelial region, as compared to CD8+ TIM3- T cells which span from the stroma to the interface. These results highlight the utility of implementing quantitative spatial technique and immune subset analysis in the assessment of tumor infiltrating lymphocytes, and underscore the potential significance of the under-reported tumor epithelial-stromal interface.

论文信息

作者
Yeung T、Zhang Y、Zhou Q、Burack R
单位
Pathology and Laboratory Medicine, University of Rochester Medical Center, 601 Elmwood Avenue, Rochester, NY 14642, USA.United States
期刊
Journal of pathology informatics2025 Nov
原文标识
PubMed 40927300 · DOI 10.1016/j.jpi.2025.100465