Clinic of Radiology, University of Münster, Münster, Germany.
Institute of Physiological Chemistry and Pathobiochemistry, University of Münster, Münster, Germany.
J Immunother Cancer. 2023 Mar;11(3). doi: 10.1136/jitc-2022-006092.
The inflammatory tumor microenvironment (TME) is formed by various immune cells, being closely associated with tumorigenesis. Especially, the interaction between tumor-infiltrating T-cells and macrophages has a crucial impact on tumor progression and metastatic spread. The purpose of this study was to investigate whether oscillating-gradient diffusion-weighted MRI (OGSE-DWI) enables a cell size-based discrimination between different cell populations of the TME.
Sine-shaped OGSE-DWI was combined with the Imaging Microstructural Parameters Using Limited Spectrally Edited Diffusion (IMPULSED) approach to measure microscale diffusion distances, here relating to cell sizes. The accuracy of IMPULSED-derived cell radii was evaluated using in vitro spheroid models, consisting of either pure cancer cells, macrophages, or T-cells. Subsequently, in vivo experiments aimed to assess changes within the TME and its specific immune cell composition in syngeneic murine breast cancer models with divergent degrees of malignancy (4T1, 67NR) during tumor progression, clodronate liposome-mediated depletion of macrophages, and immune checkpoint inhibitor (ICI) treatment. Ex vivo analysis of IMPULSED-derived cell radii was conducted by immunohistochemical wheat germ agglutinin staining of cell membranes, while intratumoral immune cell composition was analyzed by CD3 and F4/80 co-staining.
OGSE-DWI detected mean cell radii of 8.8±1.3 µm for 4T1, 8.2±1.4 µm for 67NR, 13.0±1.7 for macrophage, and 3.8±1.8 µm for T-cell spheroids. While T-cell infiltration during progression of 4T1 tumors was observed by decreasing mean cell radii from 9.7±1.0 to 5.0±1.5 µm, increasing amount of intratumoral macrophages during progression of 67NR tumors resulted in increasing mean cell radii from 8.9±1.2 to 12.5±1.1 µm. After macrophage depletion, mean cell radii decreased from 6.3±1.7 to 4.4±0.5 µm. T-cell infiltration after ICI treatment was captured by decreasing mean cell radii in both tumor models, with more pronounced effects in the 67NR tumor model.
OGSE-DWI provides a versatile tool for non-invasive profiling of the inflammatory TME by assessing the dominating cell type T-cells or macrophages.
炎症肿瘤微环境(TME)由各种免疫细胞组成,与肿瘤发生密切相关。特别是肿瘤浸润 T 细胞与巨噬细胞的相互作用对肿瘤的进展和转移扩散有至关重要的影响。本研究旨在探讨振荡梯度弥散加权 MRI(OGSE-DWI)是否能够基于细胞大小区分 TME 中的不同细胞群体。
正弦 OGSE-DWI 与基于受限光谱编辑扩散的成像微观结构参数(IMPULSED)方法相结合,以测量微尺度扩散距离,这里与细胞大小相关。使用由纯癌细胞、巨噬细胞或 T 细胞组成的体外球体模型评估 IMPULSED 衍生细胞半径的准确性。随后,在体内实验中,旨在评估在具有不同恶性程度(4T1、67NR)的同源乳腺癌模型中 TME 及其特定免疫细胞组成的变化,包括肿瘤进展过程中巨噬细胞的氯膦酸盐脂质体耗竭以及免疫检查点抑制剂(ICI)治疗。通过细胞膜的免疫组织化学小麦胚凝集素染色进行 IMPULSED 衍生细胞半径的离体分析,同时通过 CD3 和 F4/80 共染色分析肿瘤内免疫细胞组成。
OGSE-DWI 检测到 4T1 的平均细胞半径为 8.8±1.3μm,67NR 为 8.2±1.4μm,巨噬细胞为 13.0±1.7μm,T 细胞球体为 3.8±1.8μm。在 4T1 肿瘤进展过程中观察到 T 细胞浸润,平均细胞半径从 9.7±1.0μm 降低到 5.0±1.5μm,而在 67NR 肿瘤进展过程中,肿瘤内巨噬细胞数量增加导致平均细胞半径从 8.9±1.2μm 增加到 12.5±1.1μm。巨噬细胞耗竭后,平均细胞半径从 6.3±1.7μm 降低到 4.4±0.5μm。ICI 治疗后,两种肿瘤模型的 T 细胞浸润均通过降低平均细胞半径来捕获,在 67NR 肿瘤模型中效果更为明显。
OGSE-DWI 通过评估主导细胞类型 T 细胞或巨噬细胞,为炎症 TME 的非侵入性分析提供了一种多功能工具。