Noise propagation with interlinked feed-forward pathways

被引:16
|
作者
Chepyala, Surendhar Reddy [1 ,2 ,3 ]
Chen, Yi-Chen [2 ,4 ]
Yan, Ching-Cher Sanders [2 ]
Lu, Chun-Yi David [4 ]
Wu, Yi-Chun [5 ,6 ,7 ,8 ,9 ]
Hsu, Chao-Ping [2 ,5 ]
机构
[1] Acad Sinica, Inst Informat Sci, Taiwan Int Grad Program, Bioinformat Program, Taipei, Taiwan
[2] Acad Sinica, Inst Chem, Taipei, Taiwan
[3] Natl Yang Ming Univ, Inst Biomed Informat, Taipei 112, Taiwan
[4] Natl Taiwan Univ, Dept Chem, Taipei 10764, Taiwan
[5] Natl Taiwan Univ, Genome & Syst Biol Program, Taipei 10764, Taiwan
[6] Natl Taiwan Univ, Inst Mol & Cellular Biol, Taipei 10764, Taiwan
[7] Natl Taiwan Univ, Dept Life Sci, Taipei 10764, Taiwan
[8] Natl Taiwan Univ, Ctr Syst Biol, Taipei 10764, Taiwan
[9] Natl Taiwan Univ, Res Ctr Dev Biol & Regenerat Med, Taipei 10764, Taiwan
来源
SCIENTIFIC REPORTS | 2016年 / 6卷
关键词
STOCHASTIC GENE-EXPRESSION; NETWORK MOTIFS; C-ELEGANS; TRANSCRIPTIONAL REGULATION; REGULATORY NETWORKS; MOLECULE; PROTEIN; CELLS; SIMULATION; EVOLUTION;
D O I
10.1038/srep23607
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Functionally similar pathways are often seen in biological systems, forming feed-forward controls. The robustness in network motifs such as feed-forward loops (FFLs) has been reported previously. In this work, we studied noise propagation in a development network that has multiple interlinked FFLs. A FFL has the potential of asymmetric noise-filtering (i.e., it works at either the "ON" or the "OFF" state in the target gene). With multiple, interlinked FFLs, we show that the propagated noises are largely filtered regardless of the states in the input genes. The noise-filtering property of an interlinked FFL can be largely derived from that of the individual FFLs, and with interlinked FFLs, it is possible to filter noises in both "ON" and "OFF" states in the output. We demonstrated the noise filtering effect in the developmental regulatory network of Caenorhabditis elegans that controls the timing of distal tip cell (DTC) migration. The roles of positive feedback loops involving blmp-1 and the degradation regulation of DRE-1 also studied. Our analyses allow for better inference from network structures to noise-filtering properties, and provide insights into the mechanisms behind the precise DTC migration controls in space and time.
引用
收藏
页数:15
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