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Gene regulatory network integration with multi-omics data enhances survival predictions in cancer. [PDF]
Pop RT +4 more
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Dynamic gene regulatory network inference from single-cell data using optimal transport. [PDF]
Lamoline F +4 more
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Developmental transcriptomics in <i>Pristionchus</i> reveals the environmental responsiveness of a plasticity gene-regulatory network. [PDF]
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The Engineering of Gene Regulatory Networks
Annual Review of Biomedical Engineering, 2003▪ Abstract The rapid accumulation of genetic information and advancement of experimental techniques have opened a new frontier in biomedical engineering. With the availability of well-characterized components from natural gene networks, the stage has been set for the engineering of artificial gene regulatory networks with sophisticated computational ...
Mads, Kaern +2 more
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Noise in Gene Regulatory Networks
IEEE Transactions on Automatic Control, 2008Life processes in single cells and at the molecular level are inherently stochastic. Quantifying the noise is, however, far from trivial, as a major contribution comes from intrinsic fluctuations, arising from the randomness in the times between discrete jumps.
Ioannis Lestas +3 more
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Modeling of Hysteresis in Gene Regulatory Networks
Bulletin of Mathematical Biology, 2012Hysteresis, observed in many gene regulatory networks, has a pivotal impact on biological systems, which enhances the robustness of cell functions. In this paper, a general model is proposed to describe the hysteretic gene regulatory network by combining the hysteresis component and the transient dynamics.
Hu, J., Qin, K.R., Xiang, C., Lee, T.H.
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Switching Gene Regulatory Networks
2015A fundamental question in biology is how cells change into specific cell types with unique roles throughout development. This process can be viewed as a program prescribing the system dynamics, governed by a network of genetic interactions. Recent experimental evidence suggests that these networks are not fixed but rather change their topology as cells
Yoli Shavit +5 more
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Visualization of Gene Regulatory Networks
2009Networks are a useful visualization tool for representing many types of biological data such as gene regulations. In this paper, We will present a novel graph drawing technique for visualizing gene regulatory networks. This technique is based on drawing the shortest paths between genes of interest using breadth-first-search algorithm.
Muhieddine El Kaissi +4 more
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Identification of Minimum Set of Master Regulatory Genes in Gene Regulatory Networks
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2020Identification of master regulatory genes is one of the primary challenges in systems biology. The minimum dominating set problem is a powerful paradigm in analyzing such complex networks. In these models, genes stand as nodes and their interactions are assumed as edges. Here, members of a minimal dominating set could be regarded as master genes.
Somayeh Bakhteh +2 more
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Estimation of Gene Regulatory Networks
Postdoc Journal, 2013Complex gene regulatory networks, not individual genes, control cellular function. Genes and gene products act together to determine cellular phenotypes. Estimation of these networks is necessary to understand cellular mechanisms, detect differences in gene regulation between cell types, and predict cellular response to interventions.
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