RNAi High-Throughput Screening of Single- and Multi-Cell-Type Tumor Spheroids: A Comprehensive Analysis in Two and Three Dimensions

被引:11
作者
Fu, Jiaqi [1 ]
Fernandez, Daniel [1 ]
Ferrer, Marc [1 ]
Titus, Steven A. [1 ]
Buehler, Eugen [1 ]
Lal-Nag, Madhu A. [1 ]
机构
[1] NIH, Div Preclin Innovat, Natl Ctr Adv Translat Sci, Rockville, MD USA
基金
美国国家卫生研究院;
关键词
three-dimensional culture; spheroid; high-throughput screen; tumor microenvironment; RNAi; MALIGNANT BREAST; CANCER; INTERFERENCE; MICROENVIRONMENT; PROGRESSION; TECHNOLOGY; CARCINOMA;
D O I
10.1177/2472555217696796
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The widespread use of two-dimensional (2D) monolayer cultures for high-throughput screening (HTS) to identify targets in drug discovery has led to attrition in the number of drug targets being validated. Solid tumors are complex, aberrantly growing microenvironments that harness structural components from stroma, nutrients fed through vasculature, and immunosuppressive factors. Increasing evidence of stromally-derived signaling broadens the complexity of our understanding of the tumor microenvironment while stressing the importance of developing better models that reflect these interactions. Three-dimensional (3D) models may be more sensitive to certain gene-silencing events than 2D models because of their components of hypoxia, nutrient gradients, and increased dependence on cell-cell interactions and therefore are more representative of in vivo interactions. Colorectal cancer (CRC) and breast cancer (BC) models composed of epithelial cells only, deemed single-cell-type tumor spheroids (SCTS) and multi-cell-type tumor spheroids (MCTS), containing fibroblasts were developed for RNAi HTS in 384-well microplates with flat-bottom wells for 2D screening and round-bottom, ultralow-attachment wells for 3D screening. We describe the development of a high-throughput assay platform that can assess physiologically relevant phenotypic differences between screening 2D versus 3D SCTS, 3D SCTS, and MCTS in the context of different cancer subtypes. This assay platform represents a paradigm shift in how we approach drug discovery that can reduce the attrition rate of drugs that enter the clinic.
引用
收藏
页码:525 / 536
页数:12
相关论文
共 18 条
[1]   The organizing principle: microenvironmental influences in the normal and malignant breast [J].
Bissell, MJ ;
Radisky, DC ;
Rizki, A ;
Weaver, VM ;
Petersen, OW .
DIFFERENTIATION, 2002, 70 (9-10) :537-546
[2]   Applications of RNA interference high-throughput screening technology in cancer biology and virology [J].
Gao, Shan ;
Yang, Chen ;
Jiang, Shan ;
Xu, Xiao-Ning ;
Lu, Xin ;
He, You-Wen ;
Cheung, Annie ;
Wang, Hui .
PROTEIN & CELL, 2014, 5 (11) :805-815
[3]   Systematic identification of genomic markers of drug sensitivity in cancer cells [J].
Garnett, Mathew J. ;
Edelman, Elena J. ;
Heidorn, Sonja J. ;
Greenman, Chris D. ;
Dastur, Anahita ;
Lau, King Wai ;
Greninger, Patricia ;
Thompson, I. Richard ;
Luo, Xi ;
Soares, Jorge ;
Liu, Qingsong ;
Iorio, Francesco ;
Surdez, Didier ;
Chen, Li ;
Milano, Randy J. ;
Bignell, Graham R. ;
Tam, Ah T. ;
Davies, Helen ;
Stevenson, Jesse A. ;
Barthorpe, Syd ;
Lutz, Stephen R. ;
Kogera, Fiona ;
Lawrence, Karl ;
McLaren-Douglas, Anne ;
Mitropoulos, Xeni ;
Mironenko, Tatiana ;
Thi, Helen ;
Richardson, Laura ;
Zhou, Wenjun ;
Jewitt, Frances ;
Zhang, Tinghu ;
O'Brien, Patrick ;
Boisvert, Jessica L. ;
Price, Stacey ;
Hur, Wooyoung ;
Yang, Wanjuan ;
Deng, Xianming ;
Butler, Adam ;
Choi, Hwan Geun ;
Chang, JaeWon ;
Baselga, Jose ;
Stamenkovic, Ivan ;
Engelman, Jeffrey A. ;
Sharma, Sreenath V. ;
Delattre, Olivier ;
Saez-Rodriguez, Julio ;
Gray, Nathanael S. ;
Settleman, Jeffrey ;
Futreal, P. Andrew ;
Haber, Daniel A. .
NATURE, 2012, 483 (7391) :570-U87
[4]   Utilizing RNA interference to enhance cancer drug discovery [J].
Iorns, Elizabeth ;
Lord, Christopher J. ;
Turner, Nicholas ;
Ashworth, Alan .
NATURE REVIEWS DRUG DISCOVERY, 2007, 6 (07) :556-568
[5]   A probability-based approach for the analysis of large-scale RNAi screens [J].
Koenig, Renate ;
Chiang, Chih-Yuan ;
Tu, Buu P. ;
Yan, S. Frank ;
DeJesus, Paul D. ;
Romero, Angelica ;
Bergauer, Tobias ;
Orth, Anthony ;
Krueger, Ute ;
Zhou, Yingyao ;
Chanda, Sumit K. .
NATURE METHODS, 2007, 4 (10) :847-849
[6]   Tumor-host interactions: the role of inflammation [J].
Le Bitoux, Marie-Aude ;
Stamenkovic, Ivan .
HISTOCHEMISTRY AND CELL BIOLOGY, 2008, 130 (06) :1079-1090
[7]   Three-dimensional culture models of normal and malignant breast epithelial cells [J].
Lee, Genee Y. ;
Kenny, Paraic A. ;
Lee, Eva H. ;
Bissell, Mina J. .
NATURE METHODS, 2007, 4 (04) :359-365
[8]   The microenvironment of the tumour-host interface [J].
Liotta, LA ;
Kohn, EC .
NATURE, 2001, 411 (6835) :375-379
[9]   Review of the application of RNA interference technology in the pharmaceutical industry [J].
Martineau, Henny M. ;
Pyrah, Ian T. .
TOXICOLOGIC PATHOLOGY, 2007, 35 (03) :327-336
[10]   Ephrin receptor A10 is a promising drug target potentially useful for breast cancers including triple negative breast cancers [J].
Nagano, Kazuya ;
Maeda, Yuka ;
Kanasaki, So-ichiro ;
Watanabe, Takanobu ;
Yamashita, Takuya ;
Inoue, Masaki ;
Higashisaka, Kazuma ;
Yoshioka, Yasuo ;
Abe, Yasuhiro ;
Mukai, Yohei ;
Kamada, Haruhiko ;
Tsutsumi, Yasuo ;
Tsunoda, Shin-ichi .
JOURNAL OF CONTROLLED RELEASE, 2014, 189 :72-79