Combined heterogeneity in cell size and deformability promotes cancer invasiveness

被引:14
作者
Asadullah [1 ]
Kumar, Sandeep [1 ,2 ]
Saxena, Neha [1 ]
Sarkar, Madhurima [1 ]
Barai, Amlan [1 ]
Sen, Shamik [1 ]
机构
[1] Indian Inst Technol, Dept Biosci & Bioengn, Mumbai 400076, Maharashtra, India
[2] Lunenfeld Tanenbaum Res Inst, Toronto, ON M5G 1X5, Canada
关键词
Biophysical heterogeneity; Breast cancer invasion; Cancer stem cells; TUMOR-CELLS; STEM-CELLS; MIGRATION; IDENTIFICATION; METASTASIS; TRANSITION; STIFFNESS; INVASION;
D O I
10.1242/jcs.250225
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Phenotypic heterogeneity is increasingly acknowledged to confer several advantages to cancer progression and drug resistance. Here, we probe the collective importance of heterogeneity in cell size and deformability in breast cancer invasion. A computational model of invasion of a heterogeneous cell aggregate predicts that combined heterogeneity in cell size and deformability enhances invasiveness of the whole population, with maximum invasiveness at intermediate cell-cell adhesion. We then show that small cells of varying deformability, a subpopulation predicted to be enriched at the invasive front, exhibit considerable overlap with the biophysical properties of cancer stem cells (CSCs). In MDA-MB-231 cells, these include CD44(hi) CD24(-) mesenchymal CSCs, which are small and soft, and CD44(hi) CD24(+) hybrid CSCs, which exhibit a wide range of size and deformability. We validate our predictions by tracking the pattern of cell invasion from spheroids implanted in three-dimensional collagen gels, wherein we show temporal enrichment of CD44(hi) cells at the invasive front. Collectively, our results illustrate the advantages imparted by biophysical heterogeneity in enhancing cancer invasiveness. This article has an associated First Person interview with the first author of the paper.
引用
收藏
页数:14
相关论文
共 56 条
[51]   Multi-Scale Modeling of Tissues Using CompuCell3D [J].
Swat, Maciej H. ;
Thomas, Gilberto L. ;
Belmonte, Julio M. ;
Shirinifard, Abbas ;
Hmeljak, Dimitrij ;
Glazier, James A. .
COMPUTATIONAL METHODS IN CELL BIOLOGY, 2012, 110 :325-366
[52]   Physical limits of cell migration: Control by ECM space and nuclear deformation and tuning by proteolysis and traction force [J].
Wolf, Katarina ;
te Lindert, Mariska ;
Krause, Marina ;
Alexander, Stephanie ;
te Riet, Joost ;
Willis, Amanda L. ;
Hoffman, Robert M. ;
Figdor, Carl G. ;
Weiss, Stephen J. ;
Friedl, Peter .
JOURNAL OF CELL BIOLOGY, 2013, 201 (07) :1069-1084
[53]   Cell Stiffness Is a Biomarker of the Metastatic Potential of Ovarian Cancer Cells [J].
Xu, Wenwei ;
Mezencev, Roman ;
Kim, Byungkyu ;
Wang, Lijuan ;
McDonald, John ;
Sulchek, Todd .
PLOS ONE, 2012, 7 (10)
[54]   Inducible formation of leader cells driven by CD44 switching gives rise to collective invasion and metastases in luminal breast carcinomas [J].
Yang, Cuixia ;
Cao, Manlin ;
Liu, Yiwen ;
He, Yiqing ;
Du, Yan ;
Zhang, Guoliang ;
Gao, Feng .
ONCOGENE, 2019, 38 (46) :7113-7132
[55]   Circulating Breast Tumor Cells Exhibit Dynamic Changes in Epithelial and Mesenchymal Composition [J].
Yu, Min ;
Bardia, Aditya ;
Wittner, Ben S. ;
Stott, Shannon L. ;
Smas, Malgorzata E. ;
Ting, David T. ;
Isakoff, Steven J. ;
Ciciliano, Jordan C. ;
Wells, Marissa N. ;
Shah, Ajay M. ;
Concannon, Kyle F. ;
Donaldson, Maria C. ;
Sequist, Lecia V. ;
Brachtel, Elena ;
Sgroi, Dennis ;
Baselga, Jose ;
Ramaswamy, Sridhar ;
Toner, Mehmet ;
Haber, Daniel A. ;
Maheswaran, Shyamala .
SCIENCE, 2013, 339 (6119) :580-584
[56]   Clonal cooperativity in heterogenous cancers [J].
Zhou, Hengbo ;
Neelakantan, Deepika ;
Ford, Heide L. .
SEMINARS IN CELL & DEVELOPMENTAL BIOLOGY, 2017, 64 :79-89