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This depository contains supporting information for the PhaeoNet WGCNA analysis of gene coexpression in *Phaeodactylum tricornutum*. **Contents** **Input papers**: pdfs of the RNAseq studies used for the construction of Phaeonet (Ouardia ait-Mohamed, 23rd July 2020). **Cytoscape data**: Cytoscape tables represent, for each PhaeoNet merged module, both the edge and node data. The edge data represent a data frame with one row per edge. The node data is a data frame with one row per node. The tables can be downloaded into Cytoscape tool for each module visualisation (Ouardia ait-Mohamed, 12th October 2020). **Expression data**: The expression data is a data frame. Each row represent the expression of a gene (in Phatr3 version) all through the total RNA-seq data used in PhaeoNet. The expression values are normalized for library sizes, variance through variance stabilizing transform and batch effect removal. (Ouardia ait-Mohamed, 12th October 2020) **Module heatmaps**: Gene expression heatmaps for each unmerged PhaeoNet module, provided in pdf, svg and png format (Ouardia ait-Mohamed, 23rd July 2020) **Manuscript figures**: Actualised main-text and supporting figures for the manuscript (Richard Dorrell, Nathalie Joli, Anna Novak Vanclova, 23rd July 2020) **Supporting tables**: actualised supporting tables produced for the paper (Richard Dorrell, Nathalie Joli, Anna Novak Vanclova, Yue Liang, Xue Zhao, 23rd July 2020)
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