Author

M. G. d. A. Landell

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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Plant Biology· 3

Signature Assays, Organisms & Methods

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Research Focus:gene regulatory network inference· 3 Approach:machine learning (classical)· 2 Approach:statistical model· 2 Research Focus:variant calling· 2 Assay:whole-genome sequencing· 2 Assay:bulk RNA-seq· 1 Research Focus:chromatin & epigenetic regulation· 1 Research Focus:clustering· 1

Frequent Co-Authors

L. R. Pinto· 3 shared A. H. Aono· 2 shared A. P. de Souza· 2 shared M. C. Goncalves· 2 shared R. J. G. Pimenta· 2 shared A. A. F. Garcia· 1 shared A. Bellec· 1 shared A. E. Coutinho· 1 shared

Activity by Year

2018-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 25 mutual co-author links

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3 shared papersPlant Biology

L. R. Pinto

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3 papers

Recent·Most cited

Plant BiologybioRxivAug 18, 2022

Multiomic investigation of sugarcane mosaic virus resistance in sugarcane

R. J. G. Pimenta, A. H. Aono, R. C. V. Burbano…·A. P. de Souza

This study identifies SNPs associated with sugarcane mosaic virus resistance using GWAS and machine learning, and annotates markers to uncover biological processes involved in resistance.

DOI 10.1016/j.cj.2023.06.009

bulk RNA-seqmachine learning (classical)

𝕏 PostBluesky

Plant BiologybioRxivSep 4, 2020

Genome-wide approaches for the identification of markers and genes associated with sugarcane yellow leaf virus resistance

R. J. G. Pimenta, A. H. Aono, R. C. B. Villavicencio…·A. P. de Souza

The paper identifies markers and genes associated with sugarcane yellow leaf virus resistance using genome-wide association analyses and machine learning.

DOI 10.1038/s41598-021-95116-1

whole-genome sequencingmachine learning (classical)

𝕏 PostBluesky

Plant BiologybioRxivAug 21, 2018

Genetic variation in a complex polyploid: unveiling the dynamic allelic features of sugarcane

D. A. Sforca, S. Vautrin, C. B. Cardoso-Silva…·A. P. Souza

The paper investigates allelic expression and genomic behavior in sugarcane, revealing duplicated and nonexpressed genes and challenges in genetic mapping.

DOI 10.3389/fpls.2019.00553

DNA methylationwhole-genome sequencing

𝕏 PostBluesky