Author

Carolina Armengol

Centro de Investigación Biomédica en Red de Enfermedades Hepáticas y DigestivasORCID 0000-0002-4690-4027Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cancer Biology· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Organism:human· 2 Research Focus:cancer & tumor microenvironment· 1 Research Focus:cell type annotation· 1 Research Focus:gene regulatory network inference· 1 Assay:multiome· 1 Assay:proteomics· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Adel T. ArefiD· 1 shared Adnan M. NagrialiD· 1 shared Adriana Aguilar‐MahechaiD· 1 shared Alejandra BrunaiD· 1 shared Alejandro Allo AnidoiD· 1 shared Alexander SwarbrickiD· 1 shared Andrea Michelle Castaneda Moreno· 1 shared Anna DeFazioiD· 1 shared

Activity by Year

2025-2025 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperCancer Biology

Adel T. ArefORCID

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2 papers

Recent·Most cited

Federated deep learning enables cancer subtyping by proteomics

Zhaoxiang Cai, Emma L. Boys, Zainab Noor, Adel T. Aref, Dylan Xavier, Natasha Lucas, Steven G. Williams, Jennifer M.S. Koh, Rebecca C. Poulos, Yangxiu Wu, Michael Dausmann, Karen L. MacKenzie, Adriana Aguilar‐Mahecha, Carolina Armengol, Maria Manuela Barranco, , Roger R. Reddel

ProCanFDL uses federated deep learning to subtype cancers using proteomic data while preserving privacy, achieving performance gains over local models.

Cancer Discovery · Jun 9, 2025Peer-reviewedCancer Biology

Integrated Lineage Tracing in Hepatoblastoma Finds a Plasticity-Proliferation Axis Drives Adaptation

Emilia Chen, Christie English, Alejandro Allo Anido, Ayeh Sadat Sadr, Marc Miravet-Marti, Laura Zanatto, Andrea Michelle Castaneda Moreno, Siân Hamer, Emilie Inderise, Carolina Armengol, Pau Sancho‐Bru, Stefano Cairo, Alejandra Bruna

This study uses single-cell multiomics to trace clonal and phenotypic dynamics in hepatoblastoma after cisplatin treatment, identifying a plasticity-proliferation axis driven by BIRC5.

bioRxiv · Apr 16, 2025 · PreprintCancer Biology