Medical Artificial Intelligence Laboratory Program, The University of Hong Kong, Hong Kong, Hong Kong SAR.
Department of Radiology, La Sapienza, The University of Rome, Rome, Lazio, Italy.
Prostate. 2021 Jun;81(9):521-529. doi: 10.1002/pros.24129. Epub 2021 Apr 20.
Tissue clearing technologies have enabled remarkable advancements for in situ characterization of tissues and exploration of the three-dimensional (3D) relationships between cells, however, these studies have predominantly been performed in non-human tissues and correlative assessment with clinical imaging has yet to be explored. We sought to evaluate the feasibility of tissue clearing technologies for 3D imaging of intact human prostate and the mapping of structurally and molecularly preserved pathology data with multi-parametric volumetric MR imaging (mpMRI).
Whole-mount prostates were processed with either hydrogel-based CLARITY or solvent-based iDISCO. The samples were stained with a nuclear dye or fluorescently labeled with antibodies against androgen receptor, alpha-methylacyl coenzyme-A racemase, or p63, and then imaged with 3D confocal microscopy. The apparent diffusion coefficient and K maps were computed from preoperative mpMRI.
Quantitative analysis of cleared normal and tumor prostate tissue volumes displayed differences in 3D tissue architecture, marker-specific cell staining, and cell densities that were significantly correlated with mpMRI measurements in this initial, pilot cohort.
3D imaging of human prostate volumes following tissue clearing is a feasible technique for quantitative radiology-pathology correlation analysis with mpMRI and provides an opportunity to explore functional relationships between cellular structures and cross-sectional clinical imaging.
组织透明化技术为原位组织特征分析和细胞间三维(3D)关系的探索提供了显著的进展,然而,这些研究主要在非人类组织中进行,与临床成像的相关性评估尚未得到探索。我们试图评估组织透明化技术在 3D 成像完整人类前列腺中的可行性,并与多参数容积磁共振成像(mpMRI)对结构和分子保存的病理学数据进行映射。
全器官前列腺分别采用基于水凝胶的 CLARITY 或基于溶剂的 iDISCO 进行处理。样本用核染料染色或用针对雄激素受体、α-甲基酰基辅酶 A 消旋酶或 p63 的荧光标记抗体进行标记,然后用 3D 共聚焦显微镜进行成像。术前 mpMRI 计算表观扩散系数和 K 图。
对经透明化处理的正常和肿瘤前列腺组织体积的定量分析显示,3D 组织结构、标记物特异性细胞染色和细胞密度存在差异,与该初始试点队列中的 mpMRI 测量结果具有显著相关性。
组织透明化后对人类前列腺体积进行 3D 成像,是一种与 mpMRI 进行定量放射病理学相关性分析的可行技术,为探索细胞结构与横断面临床成像之间的功能关系提供了机会。