Author

Renaud Gaujoux

Technion – Israel Institute of Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1 Genetics· 1 Systems Biology· 1

Signature Assays, Organisms & Methods

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Organism:human· 3 Approach:statistical model· 3 Assay:bulk RNA-seq· 2 Research Focus:differential expression· 2 Research Focus:deconvolution· 1 Assay:DNA methylation· 1 Research Focus:drug response / drug discovery· 1 Research Focus:gene regulatory network inference· 1

Frequent Co-Authors

Adir Katz· 2 shared Elina Starosvetsky· 2 shared Shai S. Shen-OrriD· 2 shared Shiran Gerassy-VainbergiD· 2 shared Alexandra Blatt· 1 shared Ayelet Alpert· 1 shared Benny Halberstadt· 1 shared Benny Perets· 1 shared

Activity by Year

2018-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 30 mutual co-author links

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2 shared papersSystems Biology

Adir Katz

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Author profile →

3 papers

Recent·Most cited

A personalized network framework reveals predictive axis of anti-TNF response across diseases

Shiran Gerassy-Vainberg, Elina Starosvetsky, Renaud Gaujoux, Alexandra Blatt, Naama Maimon, Yuri Gorelik, Sigal Pressman, Ayelet Alpert, Haggai Bar‐Yoseph, Tania Dubovik, Benny Perets, Adir Katz, Neta Milman, Meital Segev, Yehuda Chowers, Shai S. Shen-Orr

The paper introduces a computational framework to identify predictive drug response axes across diseases using blood data, finding the RAC1-PAK1 axis predicts anti-TNF response in inflammatory bowel disease and rheumatoid arthritis.

Cell Reports Medicine · Dec 19, 2023Peer-reviewedSystems Biology

CytoPro: A computational platform for accurate and robust assessment of cell contributions in bulk expression from diverse tissues and conditions

Adir Katz, Renaud Gaujoux, Hadas Orly, Elina Starosvetsky, Roye Rozov, Yoni Rabinovitch, Benny Halberstadt, Liron Bar, Yael Spector, Naama Wald, Chanan Rubin, Yair Benita, Shiran Gerassy-Vainberg, Shai S. Shen-Orr

CytoPro is a deconvolution platform that accurately estimates cell-type composition from bulk gene expression, outperforming existing tools in accuracy and robustness.

bioRxiv · Aug 19, 2021 · PreprintBioinformatics

Genome-wide DNA methylation patterns in Autism Spectrum Disorder and mitochondrial function.

Sofia Stathopoulos, Renaud Gaujoux, Colleen O’Ryan

This study identifies differentially methylated loci in South African children with ASD, linking DNA methylation to mitochondrial metabolism and protein ubiquitination pathways.

bioRxiv · Apr 29, 2018 · PreprintGenetics