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Prediction of key transcription factors in cell fate determination using enhancer networks. See full ANANSE documentation for detailed installation instructions and usage examples.

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ANANSE: ANalysis Algorithm for Networks Specified by Enhancers

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Documentation Status Anaconda-Server Badge DOI:10.1093/nar/gkab598

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Prediction of key transcription factors in cell fate determination using enhancer networks

ANANSE is a computational approach to infer enhancer-based gene regulatory networks (GRNs) and to identify key transcription factors between two GRNs. You can use it to study transcription regulation during development and differentiation, or to generate a shortlist of transcription factors for trans-differentiation experiments.

ANANSE is written in Python and comes with a command-line interface that includes 3 main commands: ananse binding, ananse network, and ananse influence. A graphical overview of the tools is shown below.

Check out the ANANSE documentation for

For documentation on the development version see here.

Citation

ANANSE: an enhancer network-based computational approach for predicting key transcription factors in cell fate determination Quan Xu, Georgios Georgiou, Siebren Frölich, Maarten van der Sande, Gert Jan C Veenstra, Huiqing Zhou, Simon J van Heeringen Nucleic Acids Research, gkab598, https://doi.org/10.1093/nar/gkab598

scANANSE: Gene regulatory network and motif analysis of single-cell clusters

scANANSE is a pipeline developed for single-cell RNA-sequencing data and single-cell ATAC-sequencing data. It can export single-cell cluster data from both Seurat or Scanpy objects, and runs the clusters through ANANSE using a snakemake workflow to significantly simplify the process. Afterwards, results can be imported back into your single-cell object.

For more info on this implementation check out the

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Prediction of key transcription factors in cell fate determination using enhancer networks. See full ANANSE documentation for detailed installation instructions and usage examples.

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