The role of the bi-compartmental stem cell niche in delaying cancer

被引:24
作者
Shahriyari, Leili [1 ]
Komarova, Natalia L. [2 ]
机构
[1] Ohio State Univ, Math Biosci Inst, Columbus, OH 43210 USA
[2] Univ Calif Irvine, Dept Math, Irvine, CA 92717 USA
基金
美国国家科学基金会;
关键词
stem cell niche; cancer; mutation; tunneling rate; cancer stem cell; stochastic process; bi-compartmental model; DIVISION; HETEROGENEITY; TUMORS; ORGANIZATION; INITIATION; DYNAMICS; MUTATION; MODELS;
D O I
10.1088/1478-3975/12/5/055001
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
In recent years, by using modern imaging techniques, scientists have found evidence of collaboration between different types of stem cells (SCs), and proposed a bi-compartmental organization of the SC niche. Here we create a class of stochastic models to simulate the dynamics of such a heterogeneous SC niche. We consider two SC groups: the border compartment, S-1, is in direct contact with transit-amplifying (TA) cells, and the central compartment, S-2, is hierarchically upstream from S-1. The S-1 SCs differentiate or divide asymmetrically when the tissue needs TA cells. Both groups proliferate when the tissue requires SCs (thus maintaining homeostasis). There is an influx of S-2 cells into the border compartment, either by migration, or by proliferation. We examine this model in the context of double-hit mutant generation, which is a rate-limiting step in the development of many cancers. We discover that this type of a cooperative pattern in the stem niche with two compartments leads to a significantly smaller rate of double-hit mutant production compared with a homogeneous, one-compartmental SC niche. Furthermore, the minimum probability of double-hit mutant generation corresponds to purely symmetric division of SCs, consistent with the literature. Finally, the optimal architecture (which minimizes the rate of double-hit mutant production) requires a large proliferation rate of S-1 cells along with a small, but non-zero, proliferation rate of S-2 cells. This result is remarkably similar to the niche structure described recently by several authors, where one of the two SC compartments was found more actively engaged in tissue homeostasis and turnover, while the other was characterized by higher levels of quiescence (but contributed strongly to injury recovery). Both numerical and analytical results are presented.
引用
收藏
页数:22
相关论文
共 61 条
[1]   Bone and the hematopoietic niche: a tale of two stem cells [J].
Bianco, Paolo .
BLOOD, 2011, 117 (20) :5281-5288
[2]   A Comprehensive Model of the Spatio-Temporal Stem Cell and Tissue Organisation in the Intestinal Crypt [J].
Buske, Peter ;
Galle, Joerg ;
Barker, Nick ;
Aust, Gabriela ;
Clevers, Hans ;
Loeffler, Markus .
PLOS COMPUTATIONAL BIOLOGY, 2011, 7 (01)
[3]  
Cairns J, 2006, SCI AGING KNOWLEDGE, V2006, pcp1
[4]   The Tumor Suppressor p53 Regulates Polarity of Self-Renewing Divisions in Mammary Stem Cells [J].
Cicalese, Angelo ;
Bonizzi, Giuseppina ;
Pasi, Cristina E. ;
Faretta, Mario ;
Ronzoni, Simona ;
Giulini, Barbara ;
Brisken, Cathrin ;
Minucci, Saverio ;
Di Fiore, Pier Paolo ;
Pelicci, Pier Giuseppe .
CELL, 2009, 138 (06) :1083-1095
[5]   A mathematical model of hematopoiesis - I. Periodic chronic myelogenous leukemia [J].
Colijn, C ;
Mackey, MC .
JOURNAL OF THEORETICAL BIOLOGY, 2005, 237 (02) :117-132
[6]   Hematopoietic Stem Cell Heterogeneity Takes Center Stage [J].
Copley, Michael R. ;
Beer, Philip A. ;
Eaves, Connie J. .
CELL STEM CELL, 2012, 10 (06) :690-697
[7]  
Dingli D, 2007, PLOS COMPUT BIOL, V3, P482, DOI 10.1371/journal.pcbi.0030053
[8]   Regulating the balance between symmetric and asymmetric stem cell division in the developing brain [J].
Egger, Boris ;
Gold, Katrina S. ;
Brand, Andrea H. .
FLY, 2011, 5 (03) :237-241
[9]   Notch regulates the switch from symmetric to asymmetric neural stem cell division in the Drosophila optic lobe [J].
Egger, Boris ;
Gold, Katrina S. ;
Brand, Andrea H. .
DEVELOPMENT, 2010, 137 (18) :2981-2987
[10]   Migration rules: tumours are conglomerates of self-metastases [J].
Enderling, H. ;
Hlatky, L. ;
Hahnfeldt, P. .
BRITISH JOURNAL OF CANCER, 2009, 100 (12) :1917-1925