A high-throughput imaging and nuclear segmentation analysis protocol for cleared 3D culture models

被引:70
作者
Boutin, Molly E. [1 ]
Voss, Ty C. [1 ]
Titus, Steven A. [1 ]
Cruz-Gutierrez, Kennie [1 ]
Michael, Sam [1 ]
Ferrer, Marc [1 ]
机构
[1] NIH, Div Preclin Innovat, NCATS, 9800 Med Ctr Dr,Bldg B, Rockville, MD 20850 USA
关键词
DRUG DISCOVERY; CELL-CULTURE; MICROENVIRONMENT; MICROSCOPY; MORPHOLOGY;
D O I
10.1038/s41598-018-29169-0
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Imaging and subsequent segmentation analysis in three-dimensional (3D) culture models are complicated by the light scattering that occurs when collecting fluorescent signal through multiple cell and extracellular matrix layers. For 3D cell culture models to be usable for drug discovery, effective and efficient imaging and analysis protocols need to be developed that enable high-throughput data acquisition and quantitative analysis of fluorescent signal. Here we report the first high-throughput protocol for optical clearing of spheroids, fluorescent high-content confocal imaging, 3D nuclear segmentation, and post-segmentation analysis. We demonstrate nuclear segmentation in multiple cell types, with accurate identification of fluorescently-labeled subpopulations, and develop a metric to assess the ability of clearing to improve nuclear segmentation deep within the tissue. Ultimately this analysis pipeline allows for previously unattainable segmentation throughput of 3D culture models due to increased sample clarity and optimized batch-processing analysis.
引用
收藏
页数:14
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