Author

Aythami Morales

Universidad Autónoma de MadridORCID 0000-0002-7268-4785Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1 Research Focus:perturbation response prediction· 1 Approach:statistical model· 1

Frequent Co-Authors

Rubén TolosanaiD· 2 shared Sergio Romero-TapiadoriD· 2 shared Adrián Martín‐SeguraiD· 1 shared Ana Ramı́rez de MolinaiD· 1 shared Blanca Lacruz-PleguezuelosiD· 1 shared Elena Aguilar-AguilariD· 1 shared Enrique Carrillo de Santa PauiD· 1 shared Gala FreixeriD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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2 shared papersBioinformatics

Rubén TolosanaORCID

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2 papers

Recent·Most cited

ScAPE: A lightweight multitask learning baseline method to predict transcriptomic responses to perturbations

Sergio Romero-Tapiador, Pablo Rodríguez-Mier, Martín Garrido‐Rodríguez, Rubén Tolosana, Aythami Morales, Julio Sáez-Rodríguez

ScAPE predicts drug-induced gene expression changes using a lightweight multitask learning approach, achieving strong performance in a benchmark challenge.

bioRxiv · Sep 8, 2025 · PreprintBioinformatics

Gut microbial ecosystems differ across metabolic and obesity phenotypes

Blanca Lacruz-Pleguezuelos, Guadalupe X. Bazán, Sergio Romero-Tapiador, Gala Freixer, Jorge Fernández-Cabezas, Elena Aguilar-Aguilar, Adrián Martín‐Segura, Lara Paula Fernández, Isabel Espinosa‐Salinas, Ana Ramı́rez de Molina, Aythami Morales, Rubén Tolosana, Javier Ortega-García, Véra Pancaldi, Laura Judith Marcos-Zambrano, Enrique Carrillo de Santa Pau

The paper examines gut microbial ecosystems across different metabolic and obesity phenotypes, finding that metabolic health, not obesity, drives microbial connectivity and functional cohesion.

bioRxiv · Apr 25, 2025 · PreprintBioinformatics