Author

Mykhaylo M. Malakhov

University of MinnesotaORCID 0000-0002-6856-3913Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Genetic & Genomic Medicine· 1

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

Wei PaniD· 2 shared Ben DaiiD· 1 shared Xiaotong SheniD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersGenetic & Genomic Medicine

Wei PanORCID

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2 papers

Recent·Most cited

Genetic & Genomic MedicineNature CommunicationsPeer-reviewedDec 11, 2025

Co-expression-wide association studies link genetically regulated interactions with complex traits

Mykhaylo M. Malakhov, Wei Pan

The paper introduces COWAS, a method to identify gene or protein pairs whose genetically regulated co-expression is associated with complex traits, finding interacting protein pairs linked to cholesterol, Alzheimer's, and Parkinson's disease.

2 citations

humanproteomics

𝕏 PostBluesky

BioinformaticsThe Annals of Applied StatisticsPeer-reviewedAug 6, 2024

A bootstrap model comparison test for identifying genes with context-specific patterns of genetic regulation

Mykhaylo M. Malakhov, Ben Dai, Xiaotong Shen, Wei Pan

DRAB identifies genes with context-specific genetic regulation by comparing models across tissues using bootstrapping and elastic net.

2 citations

humanbulk RNA-seq

𝕏 PostBluesky