Author

Viktor Martyanov

Dartmouth CollegeORCID 0000-0002-7964-425XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Research Focus:differential expression· 2 Organism:human· 2 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

J. Matthew MahoneyiD· 2 shared Casey S Greene· 1 shared Christopher P Denton· 1 shared Harrison W Farber· 1 shared Jaclyn N Taroni· 1 shared Jaclyn TaroniiD· 1 shared Michael L Whitfield· 1 shared Michael L. WhitfieldiD· 1 shared

Activity by Year

2016-2016 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 31 mutual co-author links

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2 shared papersGenomics

J. Matthew MahoneyORCID

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2 papers

Recent·Most cited

A functional genomic meta-analysis of clinical trials in systemic sclerosis: towards precision medicine and combination therapy

Jaclyn Taroni, Viktor Martyanov, J. Matthew Mahoney, Michael L. Whitfield

The paper performs a meta-analysis of gene expression data from SSc clinical trials to identify therapeutic targets and predict treatment response using machine learning.

Journal of Investigative Dermatology · Dec 21, 2016Peer-reviewedGenomics

A Novel Multi-network Approach Reveals Tissue-specific Cellular Modulators of Fibrosis in Systemic Sclerosis, Pulmonary Fibrosis and Pulmonary Arterial Hypertension

Jaclyn N Taroni, Casey S Greene, Viktor Martyanov, Tammara A Wood, Romy Christmann, Harrison W Farber, Robert A Lafyatis, Christopher P Denton, Monique E Hinchcliff, Patricia A Pioli, J. Matthew Mahoney, Michael L Whitfield

The paper identifies a common immune-fibrotic gene expression signature across SSc, PF, and PAH and uses it to uncover tissue-specific cellular modulators of fibrosis.

bioRxiv · Jul 7, 2016Systems Biology