Stochastic State Transitions Give Rise to Phenotypic Equilibrium in Populations of Cancer Cells

被引:1131
作者
Gupta, Piyush B. [1 ,4 ]
Fillmore, Christine M. [2 ]
Jiang, Guozhi [1 ]
Shapira, Sagi D. [1 ]
Tao, Kai [3 ]
Kuperwasser, Charlotte [2 ,3 ]
Lander, Eric S. [1 ,4 ,5 ]
机构
[1] Broad Inst, Cambridge, MA 02142 USA
[2] Tufts Univ, Sch Med, Sackler Sch Grad Biomed Sci, Dept Anat & Cellular Biol, Boston, MA 02111 USA
[3] Tufts Med Ctr, Mol Oncol Res Inst, Boston, MA 02111 USA
[4] MIT, Dept Biol, Cambridge, MA 02142 USA
[5] Harvard Univ, Sch Med, Dept Syst Biol, Boston, MA 02115 USA
关键词
EMBRYONIC STEM-CELLS; HUMAN BREAST-CANCER; BASAL-LIKE TUMORS; GENE-EXPRESSION; MAMMARY-GLAND; SELF-RENEWAL; IN-VITRO; FLUCTUATING ENVIRONMENTS; STEM/PROGENITOR CELLS; PROGENITOR CELLS;
D O I
10.1016/j.cell.2011.07.026
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Cancer cells within individual tumors often exist in distinct phenotypic states that differ in functional attributes. While cancer cell populations typically display distinctive equilibria in the proportion of cells in various states, the mechanisms by which this occurs are poorly understood. Here, we study the dynamics of phenotypic proportions in human breast cancer cell lines. We show that subpopulations of cells purified for a given phenotypic state return towards equilibrium proportions over time. These observations can be explained by a Markov model in which cells transition stochastically between states. A prediction of this model is that, given certain conditions, any subpopulation of cells will return to equilibrium phenotypic proportions over time. A second prediction is that breast cancer stem-like cells arise de novo from non-stem-like cells. These findings contribute to our understanding of cancer heterogeneity and reveal how stochasticity in single-cell behaviors promotes phenotypic equilibrium in populations of cancer cells.
引用
收藏
页码:633 / 644
页数:12
相关论文
共 68 条
[11]   Gene expression profiling of breast cell lines identifies potential new basal markers [J].
Charafe-Jauffret, E ;
Ginestier, C ;
Monville, F ;
Finetti, P ;
Adélaïde, J ;
Cervera, N ;
Fekairi, S ;
Xerri, L ;
Jacquemier, J ;
Birnbaum, D ;
Bertucci, F .
ONCOGENE, 2006, 25 (15) :2273-2284
[12]   Positive correlations of Oct-4 and Nanog in oral cancer stem-like cells and high-grade oral squamous cell carcinoma [J].
Chiou, Shih-Hwa ;
Yu, Cheng-Chia ;
Huang, Chi-Yang ;
Lin, Shu-Chun ;
Liu, Chung-Ji ;
Tsai, Tung-Hu ;
Chou, Shiu-Huey ;
Chien, Chian-Shiu ;
Ku, Hung-Hai ;
Lo, Jeng-Fan .
CLINICAL CANCER RESEARCH, 2008, 14 (13) :4085-4095
[13]  
Cowan CA, 2004, NEW ENGL J MED, V350, P1353, DOI 10.1056/NEJMsr040330
[14]   Residual breast cancers after conventional therapy display mesenchymal as well as tumor-initiating features [J].
Creighton, Chad J. ;
Li, Xiaoxian ;
Landis, Melissa ;
Dixon, J. Michael ;
Neumeister, Veronique M. ;
Sjolund, Ashley ;
Rimm, David L. ;
Wong, Helen ;
Rodriguez, Angel ;
Herschkowitz, Jason I. ;
Fan, Cheng ;
Zhang, Xiaomei ;
He, Xiaping ;
Pavlick, Anne ;
Gutierrez, M. Carolina ;
Renshaw, Lorna ;
Larionov, Alexey A. ;
Faratian, Dana ;
Hilsenbeck, Susan G. ;
Perou, Charles M. ;
Lewis, Michael T. ;
Rosen, Jeffrey M. ;
Chang, Jenny C. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (33) :13820-13825
[15]   Tumour stem cells and drug resistance [J].
Dean, M ;
Fojo, T ;
Bates, S .
NATURE REVIEWS CANCER, 2005, 5 (04) :275-284
[16]   Hepatic progenitor cell represents a transitioning cell population between liver epithelium and stroma [J].
Deng, Huan ;
Wang, Hua-Feng ;
Gao, Ya-Bo ;
Jin, Xiao-Long ;
Xiao, Jia-Cheng .
MEDICAL HYPOTHESES, 2011, 76 (06) :809-812
[17]   The effects of molecular noise and size control on variability in the budding yeast cell cycle [J].
Di Talia, Stefano ;
Skotheim, Jan M. ;
Bean, James M. ;
Siggia, Eric D. ;
Cross, Frederick R. .
NATURE, 2007, 448 (7156) :947-U12
[18]   Cancer stem cells and radiotherapy: New insights into tumor radioresistance [J].
Diehn, Maximilian ;
Clarke, Michael F. .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2006, 98 (24) :1755-1757
[19]   In vitro propagation and transcriptional profiling of human mammary stem/progenitor cells [J].
Dontu, G ;
Abdallah, WM ;
Foley, JM ;
Jackson, KW ;
Clarke, MF ;
Kawamura, MJ ;
Wicha, MS .
GENES & DEVELOPMENT, 2003, 17 (10) :1253-1270
[20]   Mechanism of and requirement for estrogen-regulated MYB expression in estrogen-receptor-positive breast cancer cells [J].
Drabsch, Yvette ;
Hugo, Honor ;
Zhang, Rui ;
Dowhan, Dennis H. ;
Miao, Yu Rebecca ;
Gewirtz, Alan M. ;
Barry, Simon C. ;
Ramsay, Robert G. ;
Gonda, Thomas J. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (34) :13762-13767