Author

Hugo Vianna Silva Rody

Universidade de São PauloORCID 0000-0003-3762-2092Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:whole-genome sequencing· 2 Organism:bacteria (other)· 1 Research Focus:chromatin & epigenetic regulation· 1 Research Focus:development & morphogenesis· 1 Assay:DNA methylation· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Alexandre Hild AonoiD· 1 shared Anete Pereira de SouzaiD· 1 shared Estela Araújo Costa· 1 shared Fernanda Raquel Camilo dos Santos· 1 shared James Shiniti NagaiiD· 1 shared Jesús MurilloiD· 1 shared Luciana Rossini PintoiD· 1 shared Luiz Orlando de OliveiraiD· 1 shared

Activity by Year

2020-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperBioinformatics

Alexandre Hild AonoORCID

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2 papers

Recent·Most cited

MicrobiologyPhytopathologyPeer-reviewedMay 28, 2025

Acquisition, Evolution, and Diversification of Genomic Islands: A Case Study of a Virulence Gene Cluster in Pseudomonas syringae

Luiz Orlando de Oliveira, Hugo Vianna Silva Rody, Selene Aguilera‐Aguirre, Jesús Murillo

The paper traces the evolutionary history of a virulence gene cluster in Pseudomonas syringae, showing its independent acquisition by multiple phylogroups and its role in bacterial fitness.

DOI 10.1094/phyto-01-25-0017-r

bacteria (other)DNA methylation

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BioinformaticsScientific ReportsPeer-reviewedNov 18, 2020

Machine learning approaches reveal genomic regions associated with sugarcane brown rust resistance

Alexandre Hild Aono, Estela Araújo Costa, Hugo Vianna Silva Rody…·Reginaldo Massanobu Kuroshu

The paper uses machine learning to identify genomic regions associated with sugarcane brown rust resistance by analyzing SNP data from full-sib progeny.

38 citations

whole-genome sequencingmachine learning (classical)

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