[PDF] Top 20 Inferring interaction type in gene regulatory networks using co-expression data
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Inferring interaction type in gene regulatory networks using co-expression data
... corresponding expression data. SIREN determines the regulation type for each pair of con- nected genes in the network by computing a similarity score between their expression ...the ... See full document
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Investigating the Effects of Imputation Methods for Modelling Gene Networks Using a Dynamic Bayesian Network from Gene Expression Data
... the data, as well as the least squares optimisation ...certain expression profiles (see Methods section), such that other missing values are just excluded, or padded with zeros or row averages in the ...of ... See full document
8
Statistical inference from large scale genomic data
... genomic data. One focus involves using clustering as a method of inference and another is cluster validation to extract meaningful biolog- ical information from the ...of gene regulatory ... See full document
206
Parallel mutual information estimation for inferring gene regulatory networks on GPUs
... of gene regulatory networks (GRNs) from gene- expression profile (microarray) data remains a big chal- lenge in system biology ...vance networks [10], ... See full document
10
CyNetworkBMA: a Cytoscape app for inferring gene regulatory networks
... from expression data, the user simply needs to load input files into Cytoscape and select a few options from a dialog ...them using the advanced options dialog. The input data can represent ... See full document
7
Using bayesian networks to construct gene regulatory networks from microarray data
... construct gene regulatory networks from Saccharomyces cerevisiae cell-cycle gene expression dataset and Escherichia coli dataset due to its capability of handling microarray datasets ... See full document
6
Modelling signaling networks underlying plant defence
... specific data to produce a specific functional association network with greater predictive ability for ...RiceNet using a set of genes known to play a role in defence against Xanthomonas oryzae mediated by ... See full document
8
Inferring Drosophila gap gene regulatory network: pattern analysis of simulated gene expression profiles and stability analysis
... Spatio-temporal surface plots showing the behavior of four different circuits at later times, and on the right the corresponding circuits. Surface plots (panel a, c, e and g) represent the main types of patterns ... See full document
10
Network-based identification of critical regulators as putative drivers of human cleft lip
... tify regulatory relationships among TFs, miRNAs and genes, we used stringent criteria in order to reduce false ...each interaction pair ...a gene). Third, these networks do not bear scale-free ... See full document
14
Inferring Parameters of Gene Regulatory Networks via Particle Filtering
... Gene regulatory networks (GRN) are systems comprising biomolecular components (genes, mRNA, proteins) that interact with each other and through those interactions determine gene ... See full document
9
Construction of gene causal regulatory networks using microarray data with the coefficient of intrinsic dependence
... target gene would be specified in order to emphasize the origin (source) and the consequence (target) in this kind of rela- ...a co-expression GRN ...associated gene pairs but the ... See full document
16
Genomic cis regulatory networks in the early Ciona intestinalis embryo
... (purple) data onto a genomic region consisting of the Twist-like1 region and 5 kb of upstream ...ChIP data onto genomic regions consisting of the exons and 5 kb upstream sequences of ZicL (B) and Otx ...GFP ... See full document
11
Mimosa: Mixture model of co-expression to detect modulators of regulatory interaction
... modifier gene whose expression is correlated with the two types of samples, we tested whether our method can detect the correct modifier, which implicitly requires the correct identifica- tion of the sample ... See full document
9
Heart morphogenesis gene regulatory networks revealed by temporal expression analysis
... the data, ...a gene ’ s class was taken to be its SOM-assigned ...calculated using 10,000 replicates containing randomly scrambled cluster assignments ...that co-expression clusters are ... See full document
12
Inferring orthologous gene regulatory networks using interspecies data fusion
... of networks associated with seed yield, seed quality, stress tolerance or resistance that have been constructed in the model plant Arabidopsis into ...to inferring GRNs from large-scale transcriptomics ... See full document
10
Conserved regulatory state expression controlled by divergent developmental gene regulatory networks in echinoids
... the regulatory nodes of the network and comparing the regulatory interactions that ultimately determine GRN ...the expression of twelve transcription factors and signaling molecules that are crucial ... See full document
11
Research and Application of Differential Equation System in Gene Regulation Network and Metabolic Pathway
... of gene sequencing has also decreased dramatically with the development of ...of gene research has gradually shifted to the functional analysis of ...of interaction between genome information and ... See full document
7
Construction of gene regulatory networks using biclustering and bayesian networks
... of gene regulatory networks (GRNs) in ...wide data have been developed to unravel the complexity of gene ...scriptomic data measured by genome-wide DNA microarrays are ... See full document
20
Systems Genetics of Environmental Response in the Mature Wheat Embryo
... done using a modified protocol based on protocols from Microarrays ...dried using vacuum centrifugation at 25 and stored at 280 prior to conjugation with Alexa 555 or Alexa 647 dyes ...dried using a ... See full document
23
Changes of gene expression but not cytosine methylation are associated with male parental care reflecting behavioural state, social context and individual flexibility
... developmental states in Hymenoptera (Toth and Rehan, 2017). Such transitions are typically long-lasting, and can include confounds from developmental change. It is unclear how to compare such studies and the present ... See full document
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