Author

Ricardo J. Aguas

University of OxfordORCID 0000-0002-6507-6597Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:bulk RNA-seq· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Approach:statistical model· 1

Frequent Co-Authors

Bo GaoiD· 1 shared Charalampos P. TriantafyllidisiD· 1 shared David L. SmithiD· 1 shared Lucy OkelliD· 1 shared Maciej F. BoniiD· 1 shared Melissa A. PennyiD· 1 shared Oliver John WatsoniD· 1 shared Thu Nguyen-Anh TraniD· 1 shared

Activity by Year

2022-2025 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 28 mutual co-author links

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1 shared paperGenetics

Bo GaoORCID

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2 papers

Recent·Most cited

Causality-aware graph neural networks for functional stratification and phenotype prediction at scale

Charalampos P. Triantafyllidis, Ricardo J. Aguas

The paper develops causality-aware graph neural networks to classify gene regulatory networks and predict phenotypes across cancer types and TP53 mutation states.

npj Systems Biology and Applications · Aug 12, 2025Peer-reviewedSystems Biology

Pre-existing partner-drug resistance facilitates the emergence and spread of artemisinin resistance: a consensus modelling study

Oliver John Watson, Bo Gao, Tran Dang Nguyen, Thu Nguyen-Anh Tran, Melissa A. Penny, David L. Smith, Lucy Okell, Ricardo J. Aguas, Maciej F. Boni

This study shows that pre-existing partner-drug resistance accelerates the emergence of artemisinin resistance through consensus modelling of Plasmodium falciparum transmission.

The Lancet Microbe · Aug 2, 2022Peer-reviewedGenetics