Single Cell Analysis of Drug Distribution by Intravital Imaging

被引:19
作者
Giedt, Randy J. [1 ]
Koch, Peter D. [2 ]
Weissleder, Ralph [1 ,2 ]
机构
[1] Massachusetts Gen Hosp, Ctr Syst Biol, Boston, MA 02114 USA
[2] Harvard Univ, Sch Med, Dept Syst Biol, Boston, MA USA
基金
美国国家卫生研究院;
关键词
IN-VIVO; OPEN-LABEL; INHIBITION; MULTICENTER; OLAPARIB; KINASE;
D O I
10.1371/journal.pone.0060988
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
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Recent advances in the field of intravital imaging have for the first time allowed us to conduct pharmacokinetic and pharmacodynamic studies at the single cell level in live animal models. Due to these advances, there is now a critical need for automated analysis of pharmacokinetic data. To address this, we began by surveying common thresholding methods to determine which would be most appropriate for identifying fluorescently labeled drugs in intravital imaging. We then developed a segmentation algorithm that allows semi-automated analysis of pharmacokinetic data at the single cell level. Ultimately, we were able to show that drug concentrations can indeed be extracted from serial intravital imaging in an automated fashion. We believe that the application of this algorithm will be of value to the analysis of intravital microscopy imaging particularly when imaging drug action at the single cell level.
引用
收藏
页数:9
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