Author

Juan A. G. Ranea

Instituto de Salud Carlos IIIORCID 0000-0003-0327-1837Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Cancer Biology· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 3 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:fluorescence / live-cell microscopy· 1 Organism:human· 1

Frequent Co-Authors

Manuel Bernal-QuirósiD· 2 shared Miguel Ángel MedinaiD· 2 shared Ana Belén Martínez-PadillaiD· 1 shared Aurelio A. Moya‐GarcíaiD· 1 shared Beatriz García-DíaziD· 1 shared Carlos Rodríguez Caso· 1 shared Carlos Ulises Cárdenas-VelaiD· 1 shared Christine Anne OrengoiD· 1 shared

Activity by Year

2017-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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Focal author (center)Selected co-authorORCID co-authorUnlinked name

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2 shared papersNeuroscience

Manuel Bernal-QuirósORCID

Mutual co-authors in cluster

Author profile →

3 papers

Recent·Most cited

NeurosciencebioRxivPreprintMar 11, 2026

Strategies for the modulation of mitochondrial metabolism and activity in the treatment of neurodegenerative diseases: A systematic review and meta-analysis.

Piedad Valverde-Guillén, Pedro Seoane, Juan A. G. Ranea…·Manuel Bernal-Quirós

This paper reviews and analyzes zebrafish-based strategies for modulating mitochondrial function to treat neurodegenerative diseases, identifying 37 compounds and their mechanisms through a meta-analysis.

DOI 10.64898/2026.03.09.710294

zebrafishstatistical model

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Cancer BiologybioRxivPreprintMar 12, 2025

AURORA: a longitudinal single-cell framework for resolving autophagy-associated remodeling under nutrient stress

Joel D. Posligua-García, Maria del Carmen Banqueri Pegalajar, Carlos Ulises Cárdenas-Vela…·Manuel Bernal

AURORA is a longitudinal single-cell framework that analyzes autophagy responses under nutrient stress, revealing cell-line-specific adaptations and shared remodeling programs.

1 citation

humanimaging

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BioinformaticsScientific ReportsPeer-reviewedAug 24, 2017

Structural and Functional View of Polypharmacology

Aurelio A. Moya‐García, Tolulope Tosin Adeyelu, Felix Alexander Krüger…·Juan A. G. Ranea

This study links polypharmacological drugs to CATH functional families, showing their network properties relate to drug side effects and target identification.

45 citations

statistical modeldrug response / drug discovery

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