Author

Joanna Renaut

University of SussexORCID 0009-0007-9466-7541Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:differential expression· 1 Organism:human· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Antony M. CarriD· 1 shared Frances M. G. PearliD· 1 shared Graeme Benstead-HumeiD· 1 shared Lisa J. WoodbineiD· 1 shared Samantha Dias· 1 shared Sarah K. Wooller· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperSystems Biology

Antony M. CarrORCID

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1 paper

Recent·Most cited

Systems BiologyBioinformatics AdvancesPeer-reviewedJan 1, 2022

Biological network topology features predict gene dependencies in cancer cell lines

Graeme Benstead-Hume, Sarah K. Wooller, Joanna Renaut…·Frances M. G. Pearl

The paper predicts cell line-specific acquired essential genes using perturbed PPI networks and machine learning, achieving AUC ROC scores of 0.75-0.85.

6 citations

humanproteomics

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