Author

Douglas G. Baumann

University of VirginiaORCID 0000-0003-0952-0320Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 2 Approach:statistical model· 2 Assay:bulk RNA-seq· 1 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:proteomics· 1

Frequent Co-Authors

Mohammad Fallahi‐SichaniiD· 2 shared Magda BujnowskaiD· 1 shared Natacha Comandante-LouiD· 1 shared Yonatan N. DegefuiD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 4 mutual co-author links

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2 shared papersSystems Biology

Mohammad Fallahi‐SichaniORCID

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2 papers

Recent·Most cited

Systems BiologyCell ReportsPeer-reviewedSep 1, 2026

Cell state plasticity emerging from co-regulated, competitive, and configurable interactions within the AP-1 network

Yonatan N. Degefu, Magda Bujnowska, Douglas G. Baumann, Mohammad Fallahi‐Sichani

The paper develops an ODE model of the AP-1 network to explain population-specific state distributions and validates its predictions through experiments on melanoma cells.

DOI 10.1016/j.celrep.2026.117965

humanproteomics

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Systems BiologyCell ReportsPeer-reviewedAug 1, 2022

AP-1 transcription factor network explains diverse patterns of cellular plasticity in melanoma cells

Natacha Comandante-Lou, Douglas G. Baumann, Mohammad Fallahi‐Sichani

The paper shows that the AP-1 transcription factor network explains cellular plasticity in melanoma by regulating differentiation states and responses to MAPK inhibitors.

54 citations

humanbulk RNA-seq

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