Sentence examples for modeling of gene from inspiring English sources

Currently, modeling of gene regulations using the Bayesian Network (BN) formalism assumes that genes interact either instantaneously or with a certain amount of time delay.

Results: Here, we report a novel framework for efficient and scalable parameter estimation that focuses specifically on modeling of gene circuits.

Therefore, comprehensive analysis and modeling of gene expression combined to colocalization analysis of ERα36 and ERα66 in breast tumors will contribute to characterize the cascade and timing of events that trigger ERα36 expression during [ER+] metastatic tumor progression.

In addition, these data sets provide a benchmark resource for analysis and modeling of gene expression control during self-renewal and in the transition from naive pluripotency to lineage commitment.

Phil Arnold (University of Basel, Switzerland) discussed published work within the FANTOM Consortium (http://fantom.gsc.riken.jp/) on modeling of gene expression dynamics during monocyte differentiation as a linear function of predicted transcription factor binding sites (TFBSs).

Although many general-purpose parameter estimation methods have been applied for modeling of gene circuits, our results suggest that the use of more tailored approaches to use domain-specific information may be a key to reverse engineering of complex biological systems.

Second, we wanted to determine whether the GPNN was able to perform simultaneous variable selection and modeling of gene-gene interactions, as well as or better than a traditional NN [ 52].

We thus design a model of gene expression.

The observed genetic structure of sampled sites conformed to a hierarchical model of gene flow.

We apply our approach to a simple model of gene expression and benchmark the performance.

Engineering complex genetic functions in mammalian cells will require predictive models of gene regulation.