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Modeling framework for capturing positional and temporal dynamics
...There is growing evidence that transcriptional regulation is the complex behavior that emerges not solely from the individual components, but rather from their collective behavior, including competition and cooperation. Our framework describes individual regulatory components using generic action oriented descriptions of their biochemical interactions with a DNA sequence. All the possible actions are based on the current state of factors bound to the DNA. We developed a rule builder to automatically generate the complete set of biochemical interaction rules for any given DNA sequence. Off-the-shelf stochastic simulation engines can model the behavior of a system of rules and the resulting changes in the configuration of bound factors can be visualized.
An integrated bioinformatics toolkit for analysis of ChIPseq data from the Illumina DNA sequencing platform. Includes filtering, quality control, simulation, peakfinding, visualization, and comparison of samples.
RAINIER: Rapid Automated Inference of Nucleic-Acid Interaction Energy using Refinement
RAINIER is a protein simulator that can predict the interface structure of DNA- and RNA-binding proteins, using statistical and physical techniques.
Given a reference sequence, simhtsd will create a large set of short nucleotide reads, simulating the output from today's high-throughput DNA sequencers, such as the Illumina Genome Analyzer II.