Single-cell and coupled GRN models of cell patterning in the Arabidopsis thaliana root stem cell niche

被引:49
作者
Azpeitia, Eugenio [1 ,2 ]
Benitez, Mariana [1 ,2 ]
Vega, Iliusi [2 ,3 ]
Villarreal, Carlos [2 ,3 ]
Alvarez-Buylla, Elena R. [1 ,2 ]
机构
[1] Univ Nacl Autonoma Mexico, Inst Ecol, Lab Genet Mol Desarrollo & Evoluc Plantas, Mexico City 04510, DF, Mexico
[2] Univ Nacl Autonoma Mexico, Ctr Ciencias Complejidad C3, Mexico City 04510, DF, Mexico
[3] Univ Nacl Autonoma Mexico, Inst Fis, Mexico City 04510, DF, Mexico
来源
BMC SYSTEMS BIOLOGY | 2010年 / 4卷
关键词
INTERCELLULAR MOVEMENT; REGULATORY NETWORK; AUTONOMOUS MECHANISM; SIGNALING NETWORKS; PLANT DEVELOPMENT; AUX/IAA PROTEINS; FEEDBACK LOOPS; AUXIN; MERISTEM; EXPRESSION;
D O I
10.1186/1752-0509-4-134
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Recent experimental work has uncovered some of the genetic components required to maintain the Arabidopsis thaliana root stem cell niche (SCN) and its structure. Two main pathways are involved. One pathway depends on the genes SHORTROOT and SCARECROW and the other depends on the PLETHORA genes, which have been proposed to constitute the auxin readouts. Recent evidence suggests that a regulatory circuit, composed of WOX5 and CLE40, also contributes to the SCN maintenance. Yet, we still do not understand how the niche is dynamically maintained and patterned or if the uncovered molecular components are sufficient to recover the observed gene expression configurations that characterize the cell types within the root SCN. Mathematical and computational tools have proven useful in understanding the dynamics of cell differentiation. Hence, to further explore root SCN patterning, we integrated available experimental data into dynamic Gene Regulatory Network (GRN) models and addressed if these are sufficient to attain observed gene expression configurations in the root SCN in a robust and autonomous manner. Results: We found that an SCN GRN model based only on experimental data did not reproduce the configurations observed within the root SCN. We developed several alternative GRN models that recover these expected stable gene configurations. Such models incorporate a few additional components and interactions in addition to those that have been uncovered. The recovered configurations are stable to perturbations, and the models are able to recover the observed gene expression profiles of almost all the mutants described so far. However, the robustness of the postulated GRNs is not as high as that of other previously studied networks. Conclusions: These models are the first published approximations for a dynamic mechanism of the A. thaliana root SCN cellular pattering. Our model is useful to formally show that the data now available are not sufficient to fully reproduce root SCN organization and genetic profiles. We then highlight some experimental holes that remain to be studied and postulate some novel gene interactions. Finally, we suggest the existence of a generic dynamical motif that can be involved in both plant and animal SCN maintenance.
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页数:19
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共 93 条
[61]   Transcriptional profile of the Arabidopsis root quiescent center [J].
Nawy, T ;
Lee, JY ;
Colinas, J ;
Wang, JY ;
Thongrod, SC ;
Malamy, JE ;
Birnbaum, K ;
Benfey, PN .
PLANT CELL, 2005, 17 (07) :1908-1925
[62]   SCHIZORIZA Controls Tissue System Complexity in Plants [J].
Pernas, Monica ;
Ryan, Eoin ;
Dolan, Liam .
CURRENT BIOLOGY, 2010, 20 (09) :818-823
[63]   Creating a two-dimensional pattern de novo during Arabidopsis trichome and root hair initiation [J].
Pesch, M ;
Hülskamp, M .
CURRENT OPINION IN GENETICS & DEVELOPMENT, 2004, 14 (04) :422-427
[64]   Competitive clonal hematopoiesis in mouse chimeras explained by a stochastic model of stem cell organization [J].
Roeder, I ;
Kamminga, LM ;
Braesel, K ;
Dontje, B ;
de Haan, G ;
Loeffler, M .
BLOOD, 2005, 105 (02) :609-616
[65]   A novel dynamic model of hematopoietic stem cell organization based on the concept of within-tissue plasticity [J].
Roeder, I ;
Loeffler, M .
EXPERIMENTAL HEMATOLOGY, 2002, 30 (08) :853-861
[66]   An auxin-dependent distal organizer of pattern and polarity in the Arabidopsis root [J].
Sabatini, S ;
Beis, D ;
Wolkenfelt, H ;
Murfett, J ;
Guilfoyle, T ;
Malamy, J ;
Benfey, P ;
Leyser, O ;
Bechtold, N ;
Weisbeek, P ;
Scheres, B .
CELL, 1999, 99 (05) :463-472
[67]   SCARECROW is involved in positioning the stem cell niche in the Arabidopsis root meristem [J].
Sabatini, S ;
Heidstra, R ;
Wildwater, M ;
Scheres, B .
GENES & DEVELOPMENT, 2003, 17 (03) :354-358
[68]   Plant and animal stem cells: conceptually similar, molecularly distinct? [J].
Sablowski, R .
TRENDS IN CELL BIOLOGY, 2004, 14 (11) :605-611
[69]   A computational model of teeth and the developmental origins of morphological variation [J].
Salazar-Ciudad, Isaac ;
Jernvall, Jukka .
NATURE, 2010, 464 (7288) :583-U138
[70]   Conserved factors regulate signalling in Arabidopsis thaliana shoot and root stem cell organizers [J].
Sarkar, Ananda K. ;
Luijten, Marijn ;
Miyashima, Shunsuke ;
Lenhard, Michael ;
Hashimoto, Takashi ;
Nakajima, Keiji ;
Scheres, Ben ;
Heidstra, Renze ;
Laux, Thomas .
NATURE, 2007, 446 (7137) :811-814