The Network Zoo: a multilingual package for the inference and analysis of gene regulatory networks
Marouen Ben Guebila1, Tian Wang1,2, Camila M Lopes-Ramos1,3
1Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Abstract:
Inference and analysis of gene regulatory networks (GRNs) require software that integrates multi-omic data from various sources. The Network Zoo (netZoo; netzoo.github.io) is a collection of open-source methods to infer GRNs, conduct differential network analyses, estimate community structure, and explore the transitions between biological states. The netZoo builds on our ongoing development of network methods, harmonizing the implementations in various computing languages and between methods to allow better integration of these tools into analytical pipelines. We demonstrate the utility using multi-omic data from the Cancer Cell Line Encyclopedia. We will continue to expand the netZoo to incorporate additional methods.
Related Concept Videos
Constitutive and Regulated Gene Expression
Regulation of Expression at Multiple Steps
Cis-regulatory Sequences
Regulation of Expression Occurs at Multiple Steps
Master Transcription Regulators
Combinatorial Gene Control
The expression of more than 30,000 genes is controlled by approximately 2000-3000 transcription factors. This is possible because a single transcription factor can recognize more than one regulatory sequence. The specificity in gene...


