The Volume of Three-Dimensional Cultures of Cancer Cells In Vitro Influences Transcriptional Profile Differences and Similarities with Monolayer Cultures and Xenografted Tumors

被引:28
作者
Boghaert, Erwin R. [1 ]
Lu, Xin [2 ]
Hessler, Paul E. [2 ]
McGonigal, Thomas P. [1 ]
Oleksijew, Anatol [1 ]
Mitten, Michael J. [1 ]
Foster-Duke, Kelly [1 ]
Hickson, Jonathan A. [1 ]
Santo, Vitor E. [3 ,4 ]
Brito, Catarina [3 ,4 ]
Uziel, Tamar [2 ]
Vaidya, Kedar S. [1 ]
机构
[1] AbbVie, In Vivo Pharmacol, Oncol Discovery, N Chicago, IL 60064 USA
[2] AbbVie, Translat Oncol, Oncol Discovery, N Chicago, IL 60064 USA
[3] Inst Biol Expt & Tecnol, Apartado 12, P-2780901 Oeiras, Portugal
[4] Univ Nova Lisboa, Inst Tecnol Quim & Biol Antonio Xavier, Av Republ, P-2780157 Oeiras, Portugal
来源
NEOPLASIA | 2017年 / 19卷 / 09期
关键词
DRUG DISCOVERY; MODELS; 3D; PENETRATION; COMPLEXITY; STRATEGIES; 2D;
D O I
10.1016/j.neo.2017.06.004
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
Improving the congruity of preclinical models with cancer as it is manifested in humans is a potential way to mitigate the high attrition rate of new cancer therapies in the clinic. In this regard, three-dimensional (3D) tumor cultures in vitro have recently regained interest as they have been acclaimed to have higher similarity to tumors in vivo than to cells grown in monolayers (2D). To identify cancer functions that are active in 3D rather than in 2D cultures, we compared the transcriptional profiles (TPs) of two non-small cell lung carcinoma cell lines, NCI-H1650 and EBC-1 grown in both conditions to the TP of xenografted tumors. Because confluence, diameter or volume can hypothetically alter TPs, we made intra-and inter-culture comparisons using sampleswith defined dimensions. As projected by Ingenuity Pathway Analysis (IPA), a limited number of signal transduction pathways operational in vivowere better represented by 3Dthan by 2D cultures in vitro. Growth of 2Dand 3D cultures as well as xenografts inducedmajor changes in the TPs of these 3 modes of culturing. Alterations of transcriptional network activation that were predicted to evolve similarly during progression of 3D cultures and xenografts involved the following functions: hypoxia, proliferation, cell cycle progression, angiogenesis, cell adhesion, and interleukin activation. Direct comparison of TPs of 3D cultures and xenografts to monolayer cultures yielded up-regulation of networks involved in hypoxia, TGF andWnt signaling aswell as regulation of epithelial mesenchymal transition. Differences in TP of 2D and 3D cancer cell cultures are subject to progression of the cultures. Theemulation of the predicted cell functions in vivo is therefore not only determined by the type of culture in vitro but also by the confluence or diameter of the 2D or 3D cultures, respectively. Consequently, the successful implementation of 3D models will require phenotypic characterization to verify the relevance of applying these models for drug development.
引用
收藏
页码:695 / 706
页数:12
相关论文
共 41 条
[1]
Effect of antigen turnover rate and expression level on antibody penetration into tumor spheroids [J].
Ackerman, Margaret E. ;
Pawlowski, David ;
Wittrup, K. Dane .
MOLECULAR CANCER THERAPEUTICS, 2008, 7 (07) :2233-2240
[2]
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
[3]
A network-based analysis of systemic inflammation in humans [J].
Calvano, SE ;
Xiao, WZ ;
Richards, DR ;
Felciano, RM ;
Baker, HV ;
Cho, RJ ;
Chen, RO ;
Brownstein, BH ;
Cobb, JP ;
Tschoeke, SK ;
Miller-Graziano, C ;
Moldawer, LL ;
Mindrinos, MN ;
Davis, RW ;
Tompkins, RG ;
Lowry, SF .
NATURE, 2005, 437 (7061) :1032-1037
[4]
Influence of monolayer, spheroid, and tumor growth conditions on chromosome 3 gene expression in tumorigenic epithelial ovarian cancer cell lines [J].
Cody, Neal A. L. ;
Zietarska, Magdalena ;
Filali-Mouhim, Ali ;
Provencher, Diane M. ;
Mes-Masson, Anne-Marie ;
Tonin, Patricia N. .
BMC MEDICAL GENOMICS, 2008, 1 (1)
[5]
Cellular Fatty Acid Metabolism and Cancer [J].
Currie, Erin ;
Schulze, Almut ;
Zechner, Rudolf ;
Walther, Tobias C. ;
Farese, Robert V., Jr. .
CELL METABOLISM, 2013, 18 (02) :153-161
[6]
Capturing complex tumour biology in vitro: histological and molecular characterisation of precision cut slices [J].
Davies, Emma ;
Dong, Meng ;
Gutekunst, Matthias ;
Narhi, Katja ;
van Zoggel, Hanneke J. A. A. ;
Blom, Sami ;
Nagaraj, Ashwini ;
Metsalu, Tauno ;
Oswald, Eva ;
Erkens-Schulze, Sigrun ;
San Martin, Juan A. Delgado ;
Turkki, Riku ;
Wedge, Stephen R. ;
af Hallstrom, Taija M. ;
Schueler, Julia ;
van Weerden, Wytske M. ;
Verschuren, Emmy W. ;
Barry, Simon T. ;
van der Kuip, Heiko ;
Hickman, John A. .
SCIENTIFIC REPORTS, 2015, 5
[7]
Modelling the tumour microenvironment in long-term microencapsulated 3D co-cultures recapitulates phenotypic features of disease progression [J].
Estrada, Marta F. ;
Rebelo, Sofia P. ;
Davies, Emma J. ;
Pinto, Marta T. ;
Pereira, Hugo ;
Santo, Vitor E. ;
Smalley, Matthew J. ;
Barry, Simon T. ;
Gualda, Emilio J. ;
Alves, Paula M. ;
Anderson, Elizabeth ;
Brito, Catarina .
BIOMATERIALS, 2016, 78 :50-61
[8]
Ficenec David, 2003, Briefings in Bioinformatics, V4, P260, DOI 10.1093/bib/4.3.260
[9]
Modeling Ewing sarcoma tumors in vitro with 3D scaffolds [J].
Fong, Eliza Li Shan ;
Lamhamedi-Cherradi, Salah-Eddine ;
Burdett, Emily ;
Ramamoorthy, Vandhana ;
Lazar, Alexander J. ;
Kasper, F. Kurtis ;
Farach-Carson, Mary C. ;
Vishwamitra, Deeksha ;
Demicco, Elizabeth G. ;
Menegaz, Brian A. ;
Amin, Hesham M. ;
Mikos, Antonios G. ;
Ludwig, Joseph A. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (16) :6500-6505
[10]
Graff CP, 2003, CANCER RES, V63, P1288