An Ran, Merrill Dan, Avramova Larisa, Sturgis Jennifer, Tsiper Maria, Robinson J Paul, Turek John, Nolte David D
1Purdue University, West Lafayette, IN, USA.
J Biomol Screen. 2014 Apr;19(4):526-37. doi: 10.1177/1087057113516674. Epub 2013 Dec 20.
The existence of phenotypic differences in the drug responses of 3D tissue relative to 2D cell culture is a concern in high-content drug screening. Biodynamic imaging is an emerging technology that probes 3D tissue using short-coherence dynamic light scattering to measure the intracellular motions inside tissues in their natural microenvironments. The information content of biodynamic imaging is displayed through tissue dynamics spectroscopy (TDS) but has not previously been correlated against morphological image analysis of 2D cell culture. In this article, a set of mitochondria-affecting compounds (FCCP, valinomycin, nicardipine, ionomycin) and Raf kinase inhibitors (PLX4032, PLX4720, GDC, and sorafenib) are applied to multicellular tumor spheroids from two colon adenocarcinoma cell lines (HT-29 and DLD-1). These were screened by TDS and then compared against conventional image-based high-content analysis (HCA). The responses to the Raf inhibitors PLX4032 and PLX4720 are grouped separately by cell line, reflecting the Braf/Kras difference in these cell lines. There is a correlation between TDS and HCA phenotypic clustering for most cases, which demonstrates the ability of dynamic measurements to capture phenotypic responses to drugs. However, there are significant 2D versus 3D phenotypic differences exhibited by several of the drugs/cell lines.
在高内涵药物筛选中,3D组织相对于2D细胞培养的药物反应存在表型差异,这是一个值得关注的问题。生物动力学成像技术是一项新兴技术,它利用短相干动态光散射探测3D组织,以测量组织在其自然微环境中的细胞内运动。生物动力学成像的信息内容通过组织动力学光谱(TDS)显示,但此前尚未与2D细胞培养的形态学图像分析相关联。在本文中,一组影响线粒体的化合物(FCCP、缬氨霉素、尼卡地平、离子霉素)和Raf激酶抑制剂(PLX4032、PLX4720、GDC和索拉非尼)被应用于两种结肠腺癌细胞系(HT-29和DLD-1)的多细胞肿瘤球体。通过TDS对这些进行筛选,然后与传统的基于图像的高内涵分析(HCA)进行比较。对Raf抑制剂PLX4032和PLX4720的反应按细胞系分别分组,反映了这些细胞系中Braf/Kras的差异。在大多数情况下,TDS和HCA表型聚类之间存在相关性,这证明了动态测量能够捕捉对药物的表型反应。然而,几种药物/细胞系表现出显著的2D与3D表型差异。