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Mapping and Analysis of Phosphorylation Pathways Identified through Network/Graph Signalling

Project description

# 🗺 MAPPINGS v0.0.1

## Mapping and Analysis of Phosphorylation Pathways Identified through Network/Graph Signalling

Mappings is a tool for blah blah.

It analyses kinexus chip data to find..

Maybe put a picture here or something. The sky is the limit.

First described by our names here: (Not the real article, but just showing you can put links)

[Network analysis of large phospho-signalling datasets: application to Plasmodium-erythrocyte interactions](https://www.biorxiv.org/content/10.1101/2021.05.07.443051v1)

and it looked pretty good doing it!

![Alt text: complex network structures](https://www.biorxiv.org/content/biorxiv/early/2021/05/07/2021.05.07.443051/F2.large.jpg?width=800&height=600&carousel=1)

Designed and programmed with love by Dr. Jack Adderley and Finn O’Donoghue.

## Installation

pip install mappings

## Usage

mappings [OPTIONS] ARRAY_DATA_PATH OUTPUT_PATH

or

python -m mappings [OPTIONS] ARRAY_DATA_PATH OUTPUT_PATH

### Options

--nwalks INTEGER

Number of walks.

--connection_network_path PATH

Network of known phosphorylation connections.

## Input / Output Specification

### Array Data Sort of comes from kinexus.

CSV file with headers:
  • Uniprot ID

  • Protein

  • Phospho Site (Human),

  • UMean

  • UMean Error (%)

  • TMean

  • TMean Error (%)

### Output Data For use in Cytoscape or some other analysis program.

CSV file with headers:

  • Kinase

  • Substrate

  • cdf_x

  • INVLog2FoldChange

  • …etc

### Connection Network Accumulated from literature reports. Updated version may be available under data/input/NetworkComplete.csv Please email the authors, or submit a pull request to update this file with any new data.

CSV file with headers: - Phosphosite - Kinase_uniprot_ID - Substrate_uniprot_ID - SubID_phosphosite - Substrate_effect - Kinase - Substrate

## Publications

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