Spatial interaction of tumor cells and regulatory T cells correlates with survival in non-small cell lung cancer

被引:147
作者
Barua, Souptik [1 ,5 ]
Fang, Penny [2 ]
Sharma, Amrish [3 ]
Fujimoto, Junya [4 ]
Wistuba, Ignacio [4 ]
Rao, Arvind U. K. [1 ,2 ,5 ]
Lin, Steven H. [2 ,3 ]
机构
[1] Rice Univ, Dept Elect Engn, 6100 Main St, Houston, TX 77005 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Radiat Oncol, 1515 Holcombe Blvd, Houston, TX 77030 USA
[3] Univ Texas MD Anderson Canc Ctr, Expt Radiat Oncol, 1515 Holcombe Blvd, Houston, TX 77030 USA
[4] Univ Texas MD Anderson Canc Ctr, Mol Pathol, 1515 Holcombe Blvd, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Bioinformat & Computat Biol, 1515 Holcombe Blvd, Houston, TX 77030 USA
关键词
Non-small cell lung cancer; Intratumoral T cells; Immune cells; Spatial distances; T regulatory cells; Spatial computation; INFILTRATING LYMPHOCYTES; BREAST-CANCER; PROGNOSTIC VALUE; DENSITY-FUNCTION; GASTRIC-CANCER; IMMUNE CELLS; CARCINOMA; EXPRESSION; MICROENVIRONMENT; PROGRESSION;
D O I
10.1016/j.lungcan.2018.01.022
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objectives: To determine the prognostic significance of spatial proximity of lung cancer cells and specific immune cells in the tumor microenvironment. Materials and methods: We probed formalin-fixed, paraffin-embedded (FFPE) tissue microarrays using a novel tyramide signal amplification multiplexing technique labelling CD8, CD4, Foxp3, and CD68+ cells. Each multiplex stained immunohistochemistry slide was digitally processed by Vectra INFORMS software, and an X-and Y-coordinate assigned to each labeled cell type. The abundance and spatial location of each cell type and their proximity to one another was analyzed using a novel application of the G-cross spatial distance distribution method which computes the probability of finding at least one immune cell of any given type within a rpm radius of a tumor cell. Cox proportional hazards multiple regression was used for multivariate analysis of the influence of proximity of lymphocyte types. Results: Pathologic tumor specimens from 120 NSCLC patients with pathologic tumor stage I III disease were analyzed. On univariate analysis, age (P = .0007) and number of positive nodes (P = .0014) were associated with overall survival. Greater area under the curve (AUC) of the G-cross function for tumor cell-Treg interactions was significantly associated with worse survival adjusting for age and number of positive nodes (HR 1.52 (1.11-2.07), P = .009). Greater G-cross AUC for T-reg-CD8 was significantly associated with better survival adjusting for age and number of positive lymph nodes (HR 0.96 (0.92-0.99), P = .042). Conclusion: Increased infiltration of regulatory T cells into core tumor regions is an independent predictor of worse overall survival in NSCLC. However, increased infiltration of CD8 + cytotoxic T cells among regulatory T cells seems to mitigate this effect and was significantly associated with better survival. Validation of the G-cross method of measuring spatial proximity between tumor and immune cell types and exploration of its use as a prognostic factor in lung cancer treatment is warranted.
引用
收藏
页码:73 / 79
页数:7
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