Live multicellular tumor spheroid models for high-content imaging and screening in cancer drug discovery.

Brian G Reid, Taleen Jerjian, Purvi Patel, Qiong Zhou, Byong Hoon Yoo, Peter Kabos, Carol A Sartorius, Daniel V Labarbera
{"title":"Live multicellular tumor spheroid models for high-content imaging and screening in cancer drug discovery.","authors":"Brian G Reid,&nbsp;Taleen Jerjian,&nbsp;Purvi Patel,&nbsp;Qiong Zhou,&nbsp;Byong Hoon Yoo,&nbsp;Peter Kabos,&nbsp;Carol A Sartorius,&nbsp;Daniel V Labarbera","doi":"10.2174/2213988501408010027","DOIUrl":null,"url":null,"abstract":"<p><p>The multi cellular tumor spheroid (MCTS) model has been used for decades with proven superiority over monolayer cell culture models at recapitulating in vivo tumor growth. Yet its use in high-throughput drug discovery has been limited, particularly with image based screening, due to practical and technical hurdles. Here we report a significant advance in utilizing live MCTS models for high-content image based drug discovery. Using a validated GFP reporter (CK5Pro-GFP) of luminal breast cancer stem cells (CSC), we developed an algorithm to quantify changes in CK5Pro-GFP expression levels for individual Z-stack planes (local) or as maximal projections of the summed Z-stacks (global) of MCTS. From these image sets, we can quantify the cross-sectional area of GFP positive cells, the fluorescence intensity of the GFP positive cells, and the percent of spheroid cross-sectional area that expresses CK5Pro-GFP.We demonstrate that acquiring data in this manner can be done in real time and is statistically robust (Z'=0.85) for use in primary high-content screening cancer drug discovery. </p>","PeriodicalId":10755,"journal":{"name":"Current Chemical Genomics and Translational Medicine","volume":"8 Suppl 1","pages":"27-35"},"PeriodicalIF":0.0000,"publicationDate":"2014-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.2174/2213988501408010027","citationCount":"41","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Current Chemical Genomics and Translational Medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2174/2213988501408010027","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2014/1/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 41

Abstract

The multi cellular tumor spheroid (MCTS) model has been used for decades with proven superiority over monolayer cell culture models at recapitulating in vivo tumor growth. Yet its use in high-throughput drug discovery has been limited, particularly with image based screening, due to practical and technical hurdles. Here we report a significant advance in utilizing live MCTS models for high-content image based drug discovery. Using a validated GFP reporter (CK5Pro-GFP) of luminal breast cancer stem cells (CSC), we developed an algorithm to quantify changes in CK5Pro-GFP expression levels for individual Z-stack planes (local) or as maximal projections of the summed Z-stacks (global) of MCTS. From these image sets, we can quantify the cross-sectional area of GFP positive cells, the fluorescence intensity of the GFP positive cells, and the percent of spheroid cross-sectional area that expresses CK5Pro-GFP.We demonstrate that acquiring data in this manner can be done in real time and is statistically robust (Z'=0.85) for use in primary high-content screening cancer drug discovery.

Abstract Image

Abstract Image

Abstract Image

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
活体多细胞肿瘤球体模型在肿瘤药物发现中的高含量成像和筛选。
多细胞肿瘤球体(MCTS)模型已经使用了几十年,在概括体内肿瘤生长方面比单层细胞培养模型更有优势。然而,由于实际和技术障碍,它在高通量药物发现中的应用受到限制,特别是在基于图像的筛选方面。在这里,我们报告了利用活体MCTS模型进行高含量基于图像的药物发现的重大进展。利用经验证的腔内乳腺癌干细胞(CSC)的GFP报告基因(CK5Pro-GFP),我们开发了一种算法来量化CK5Pro-GFP表达水平在单个z堆叠平面(局部)或MCTS z堆叠总和(全局)的最大投影中的变化。通过这些图像集,我们可以量化GFP阳性细胞的横截面积、GFP阳性细胞的荧光强度以及表达CK5Pro-GFP的球形横截面积的百分比。我们证明,以这种方式获取数据可以实时完成,并且在统计上是稳健的(Z'=0.85),用于初级高含量筛选癌症药物发现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Vitamin D Attenuates Myocardial Injury by Reduces ERK Phosphorylation Induced by I/R in Mice Model Healthy Adult LDL-C Bears Reverse Association with Serum IL-17A Levels. Hepatocellular Carcinoma: Causes, Mechanism of Progression and Biomarkers. Duodenal-Jejunal Bypass Surgery Reverses Diabetic Phenotype and Reduces Obesity in db/db Mice. MiR-9 Promotes Apoptosis Via Suppressing SMC1A Expression in GBM Cell Lines.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1