Author

Esther Kwon

Johns Hopkins University

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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Genetics· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:Drosophila· 1 Approach:experimental assay· 1 Organism:mouse· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

A. Gregory MateraiD· 1 shared Chulan KwoniD· 1 shared Daniel J. McKayiD· 1 shared David SuhiD· 1 shared Elaine Chen· 1 shared Emma Anderson· 1 shared Genevieve Stein-O’BrieniD· 1 shared Harmony R. SalzleriD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperGenetics

A. Gregory MateraORCID

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2 papers

Recent·Most cited

CMAC: A deep learning framework for absolute cardiomyocyte transcriptional age estimation

Kwaku K. Quansah, Nadine Zureick, Elaine Chen, Sean Murphy, Emma Anderson, Esther Kwon, David Suh, Genevieve Stein-O’Brien, Patrick Cahan, Chulan Kwon

CMAC estimates absolute transcriptional age of cardiomyocytes using deep learning, achieving high accuracy across multiple datasets and platforms.

bioRxiv · Sep 24, 2026 · PreprintGenomics

Reduced histone gene copy number disrupts Drosophila Polycomb function

Jeanne-Marie E. McPherson, Lucy C. Grossmann, Harmony R. Salzler, Robin L Armstrong, Esther Kwon, A. Gregory Matera, Daniel J. McKay, Robert J. Duronio

The paper shows that reduced canonical histone gene copy number in Drosophila disrupts Polycomb function, leading to developmental defects and ectopic sex combs.

Genetics · Jun 6, 2023Peer-reviewedGenetics