Reverse-Engineering Post-Transcriptional Regulation of Gap Genes in Drosophila melanogaster

Reverse-Engineering Post-Transcriptional Regulation of Gap Genes in Drosophila melanogaster

Systems biology proceeds through repeated cycles of experiment and modeling. One way to implement this is reverse engineering, where models are fit to data to infer and analyse regulatory mechanisms. This requires rigorous methods to determine whether model parameters can be properly identified. Applying such methods in a complex biological context remains challenging. We use reverse engineerin...

Reverse Engineering the Gap Gene Network of Drosophila melanogaster

A fundamental problem in functional genomics is to determine the structure and dynamics of genetic networks based on expression data. We describe a new strategy for solving this problem and apply it to recently published data on early Drosophila melanogaster development. Our method is orders of magnitude faster than current fitting methods and allows us to fit different types of rules for expre...

Transcriptional control by Drosophila gap genes.

The segmented body pattern along the longitudinal axis of the Drosophila embryo is established by a cascade of specific transcription factor activities. This cascade is initiated by maternal gene products that are localized at the polar regions of the egg. The initial long-range positional information of the maternal factors, which are transcription factors (or are factors which activate or loc...

Signaling and transcriptional regulation of antimicrobial peptide genes in Drosophila melanogaster

Reverse-engineering a transcriptional enhancer: a case study in Drosophila.

Enhancers, or cis-regulatory elements, are the principal determinants of spatiotemporal patterning of gene expression. For reasons of clinical and research utility, it is desirable to build customized enhancers that drive novel gene expression patterns, but currently, we largely rely on "found" genomic elements. Synthetic enhancers, assembled from transcription factor binding sites taken from n...