Author

Ronen Schuster

University of TorontoORCID 0000-0002-8640-4692Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetics· 1 Immunology· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Organism:mouse· 2 Research Focus:batch correction / integration· 1 Assay:bulk RNA-seq· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Approach:deep learning· 1 Research Focus:differential expression· 1

Frequent Co-Authors

Boris HinziD· 2 shared Matthew B. BuechleriD· 2 shared Sam Cooper· 2 shared Allison M.L. NixoniD· 1 shared Anthony AltieriiD· 1 shared Brendan T. InnesiD· 1 shared Dylan MendoncaiD· 1 shared Elias Williams· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 33 mutual co-author links

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2 shared papersImmunology

Boris HinzORCID

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2 papers

Recent·Most cited

Bigh3 is essential for pulmonary fibrosis

Anthony Altieri, Yashar Aghazadeh Habashi, Yein Chung, Erika E. McCartney, Ronen Schuster, Mark Abovsky, Faizah S. Abdullah, Shaheed W. Hakim, Sam Cooper, Igor Jurišica, Boris Hinz, Matthew B. Buechler

This study shows Bigh3 is essential for lung fibrosis by demonstrating its role in fibroblast-macrophage interactions and collagen expression.

bioRxiv · Sep 2, 2025 · PreprintImmunology

Adversarial learning enables unbiased organism-wide cross-species alignment of single-cell RNA data at scale

J. Javier Díaz-Mejía, Elias Williams, Brendan T. Innes, Octavian Focsa, Dylan Mendonca, Swechha Singh, Allison M.L. Nixon, Ronen Schuster, Matthew B. Buechler, Boris Hinz, Sam Cooper

This paper introduces a method to align single-cell RNA data across species and tissues using adversarial learning, revealing common cell types like macrophages and fibroblasts.

bioRxiv · Aug 11, 2024 · PreprintGenetics