2013
DOI: 10.1093/bioinformatics/btt026
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A coherent feedforward loop design principle to sustain robustness of biological networks

Abstract: To establish that coherent FFLs are abundant in biological networks, we examined gene regulatory and signaling networks and found that FFLs are ubiquitous, and are in a coherently coupled form. This result was also observed in the species-based signaling networks that are integrated from KEGG database. By using a random Boolean network model, we demonstrated that these coherent FFLs can improve network robustness against update-rule perturbations. In particular, we found that coherent FFLs increase robustness … Show more

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Cited by 37 publications
(36 citation statements)
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“…7). Such coherent feed-forward loops make a pathway less prone to being disturbed by ephemeral environmental fluctuations 48 .…”
Section: Discussionmentioning
confidence: 99%
“…7). Such coherent feed-forward loops make a pathway less prone to being disturbed by ephemeral environmental fluctuations 48 .…”
Section: Discussionmentioning
confidence: 99%
“…In other words, both PIF1 and the PIF1-dependent group A bZIPs regulate a subset of PIF1-dependent genes. Signaling pathways that include such coherent feed-forward loops are highly robust (Le and Kwon, 2013), and this is not the only such PIF1-dependent loop in imbibed seeds. PIF1 also activates the genes necessary for ABA biosynthesis, increasing the level of ABA in imbibed seeds (Oh et al, 2007(Oh et al, , 2009).…”
Section: Discussionmentioning
confidence: 99%
“…S4), indicating that the NAC016-NAP-AAO3-ABA regulatory module forms a coherent feed-forward loop for activating leaf senescence, including Chl degradation. Similar feed-forward loops were found in the leaf senescence pathway of Arabidopsis (Kim et al 2009;Sakuraba et al 2014a), and may make the senescence pathway less prone to disruption by ephemeral environmental fluctuations (Le and Kwon, 2013).…”
Section: Discussionmentioning
confidence: 59%