Diffusion and contrast-enhancement MRI phenotypes associated with immune checkpoint inhibitor exposure and with immune cell infiltration in brain metastases.

IF 13.4 1区 医学 Q1 CLINICAL NEUROLOGY
Francesco Sanvito, Gianluca Nocera, Zexi Wang, Eileen Shiuan, Lu Sun, Sonoko Oshima, Asher Kim, Irina Kryukov, Guowen Shao, Nicholas S Cho, Noriko Salamon, Benjamin M Ellingson, Robert Prins, Won Kim, Jingwen Yao
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引用次数: 0

Abstract

Background: MRI-derived apparent diffusion coefficient (ADC) and contrast-enhancement (CE) may represent noninvasive biomarkers to evaluate microstructural tissue changes and histopathological immune cell infiltration induced by immune checkpoint inhibitors (ICI).

Methods: One hundred and twenty-five lesions across 93 patients were analyzed. ADC (reflecting water diffusivity) and CE T1-subtraction maps (reflecting blood-brain barrier permeability) tumor values were used for bivariate histograms of ADC and CE, and to quantify voxel fractions belonging to highADC-highCE and lowADC-lowCE quadrants. The association between ICI exposure and voxel frequency in ADC-CE quadrants was evaluated with multivariate mixed-effects models accounting for corticosteroid exposure and other variables. In a subset of patients (n = 23), the association between immune cell counts (CD45 + cell density) from tissue samples and ADC-CE phenotypes was tested.

Results: ICI and corticosteroid exposure were associated with distinct ADC-CE phenotypes on bivariate histograms. ICI-exposed lesions showed significantly higher voxel frequency in the highADC-highCE quadrant (P < .001) and lower voxel frequency in the lowADC-lowCE quadrant (P < .01), compared to ICI-naïve lesions. Multivariate analyses confirmed that ICI exposure was an independent determinant of higher voxel frequency in the highADC-highCE quadrant (P = .001) and lower voxel frequency in the lowADC-lowCE quadrant (P = .01) in the absence of corticosteroid treatment. Corticosteroid usage significantly influenced the relationship between ADC-CE phenotypes and ICI exposure. Voxel frequency in ADC-CE quadrants was correlated with CD45 + cell density in histopathology (partial ρ = 0.56 P = .01 for highADC-highCE, partial ρ = -0.64 P < .01 for lowADC-lowCE).

Conclusions: ADC-CE phenotypes are associated with ICI exposure and immune cell infiltration in BM, representing potential noninvasive markers to monitor ICI-induced pathophysiological changes.

与免疫检查点抑制剂暴露和脑转移瘤免疫细胞浸润相关的弥散和对比增强磁共振成像表型。
背景:mri衍生的表观扩散系数(ADC)和对比增强(CE)可能是评估免疫检查点抑制剂(ICI)诱导的微结构组织变化和组织病理学免疫细胞浸润的非侵入性生物标志物。方法:对93例患者的125个病变进行分析。ADC(反映水扩散率)和CE t1 -减去图(反映血脑屏障通透性)肿瘤值用于ADC和CE的二元直方图,并量化属于高hadc -高CE和低ADC-低CE象限的体素分数。使用考虑皮质类固醇暴露和其他变量的多变量混合效应模型评估ICI暴露与ADC-CE象限体素频率之间的关系。在一组患者(n=23)中,测试了组织样本中免疫细胞计数(CD45+细胞密度)与ADC-CE表型之间的关系。结果:ICI和皮质类固醇暴露与双变量直方图上不同的ADC-CE表型相关。ci暴露病变在高hadc -高ce象限的体素频率显著升高(p结论:ADC-CE表型与ICI暴露和BM中免疫细胞浸润相关,是监测ci诱导的病理生理变化的潜在非侵入性标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Neuro-oncology
Neuro-oncology 医学-临床神经学
CiteScore
27.20
自引率
6.30%
发文量
1434
审稿时长
3-8 weeks
期刊介绍: Neuro-Oncology, the official journal of the Society for Neuro-Oncology, has been published monthly since January 2010. Affiliated with the Japan Society for Neuro-Oncology and the European Association of Neuro-Oncology, it is a global leader in the field. The journal is committed to swiftly disseminating high-quality information across all areas of neuro-oncology. It features peer-reviewed articles, reviews, symposia on various topics, abstracts from annual meetings, and updates from neuro-oncology societies worldwide.
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