Author

V. Vinoth Kumar

University of PittsburghORCID 0000-0001-6359-6989Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Developmental Biology· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Alexander D. SorkiniD· 1 shared Benjamin Conacher· 1 shared Elena SadovskyiD· 1 shared Erik A. Johnson· 1 shared Heather L. Sorenson· 1 shared Hehuang XieiD· 1 shared Jean‐François MouilletiD· 1 shared Kylene Kehn‐HalliD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 20 mutual co-author links

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1 shared paperDevelopmental Biology

Alexander D. SorkinORCID

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2 papers

Recent·Most cited

Developmental BiologyCommunications BiologyPeer-reviewedOct 30, 2025

The Chromosome 19 miRNA Cluster Guards Trophoblasts Against Overacting Innate Immunity

Jean‐François Mouillet, Yingshi Ouyang, Elena Sadovsky…·Yoel Sadovsky

The paper investigates the role of C19MC microRNAs in trophoblasts, showing they suppress innate immune activation by interfering with TLR3.

9 citations

humanDNA methylation

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NeurosciencebioRxivPreprintNov 21, 2024

Machine Learning Identifies Genes Linked to Neurological Disorders Induced by Equine Encephalitis viruses (EEV), Traumatic Brain Injuries (TBI), and Organophosphorus nerve agents (OPNA)

Liduo Yin, Morgen VanderGiessen, V. Vinoth Kumar…·Hehuang Xie

The paper uses machine learning to identify genes associated with neurological disorders from TBI, EEV, and OPNA by integrating transcriptomic data and analyzing gene expression patterns.

DOI 10.1101/2024.11.21.624720

humanbulk RNA-seq

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