Author

Graham J. Gumbert

Duke 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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Cancer Biology· 2

Signature Assays, Organisms & Methods

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Assay:DNA methylation· 2 Organism:human· 2 Approach:statistical model· 2 Research Focus:cell type annotation· 1 Research Focus:differential expression· 1

Frequent Co-Authors

Daniel L. MonyakiD· 2 shared Darryl K. ShibataiD· 2 shared Jeffrey R. MarksiD· 2 shared Lars J. GrimmiD· 2 shared Marc D. RyseriD· 2 shared Shannon T. HollowayiD· 2 shared Allison Fong· 1 shared E. Shelley HwangiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 34 mutual co-author links

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2 shared papersCancer Biology

Daniel L. MonyakORCID

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2 papers

Recent·Most cited

Aggressive Neuroblastomas Start Growing after Infancy

Daniel L. Monyak, Shannon T. Holloway, Graham J. Gumbert, K.Anthony Kim, Allison Fong, Lars J. Grimm, Jeffrey R. Marks, Darryl K. Shibata, Marc D. Ryser

This study estimates tumor mitotic ages in neuroblastoma patients to show aggressive tumors start growing after infancy, making them undetectable by infant screening.

bioRxiv · Mar 13, 2026 · PreprintCancer Biology

Mapping the Temporal Landscape of Breast Cancer Using Epigenetic Entropy

Daniel L. Monyak, Shannon T. Holloway, Graham J. Gumbert, Lars J. Grimm, E. Shelley Hwang, Jeffrey R. Marks, Darryl K. Shibata, Marc D. Ryser

This paper estimates the age of breast cancers using an epigenetic clock based on methylation data, finding that younger tumors are more aggressive while older tumors show higher immune infiltration.

Communications Biology · Oct 16, 2025Peer-reviewedCancer Biology