Author

Evgenia Glukhov

Scripps Institution of OceanographyORCID 0000-0001-6513-9909Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2 Microbiology· 1

Signature Assays, Organisms & Methods

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Research Focus:database / resource· 2 Assay:metabolomics· 2 Approach:statistical model· 2 Organism:bacteria (other)· 1 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

William H. GerwickiD· 3 shared Alexey A. GurevichiD· 2 shared Lena G. GerwickiD· 2 shared Pieter C. DorresteiniD· 2 shared Tiago LeãoiD· 2 shared Adriana RegoiD· 1 shared Alexander ShlemoviD· 1 shared Alla MikheenkoiD· 1 shared

Activity by Year

2017-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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3 shared papersBioinformatics

William H. GerwickORCID

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3 papers

Recent·Most cited

MicrobiologyJournal of Natural ProductsPeer-reviewedJun 25, 2026

AI-Accelerated Structure Elucidation of Boavistamides A-C, Cyclic Depsipeptides from a Marine Filamentous Cyanobacterium Collected in Cabo Verde

Marine Cuau, Nicole E. Avalon, Byeol Ryu…·William H. Gerwick

The paper identifies three new cyclic depsipeptides from a marine cyanobacterium using AI tools and metabolomics, showing their antiplasmodial activity and structural diversity.

DOI 10.1021/acs.jnatprod.6c00391

metabolomicsdeep learning

𝕏 PostBluesky

BioinformaticsPNAS NexusPeer-reviewedNov 1, 2022

NPOmix: a machine learning classifier to connect mass spectrometry fragmentation data to biosynthetic gene clusters

Tiago Leão, Mingxun Wang, Ricardo Silva…·Pieter C. Dorrestein

NPOmix connects mass spectrometry fragmentation data to biosynthetic gene clusters using a k-nearest neighbor classifier, improving metabolite discovery and structure prediction.

32 citations

bacteria (other)metabolomics

𝕏 PostBluesky

BioinformaticsbioRxivPreprintDec 3, 2017

MetaRiPPquest: A Peptidogenomics Approach for the Discovery of Ribosomally Synthesized and Post-translationally Modified Peptides

Hosein Mohimani, Alexey A. Gurevich, Kelsey L. Alexander…·Pavel A. Pevzner

MetaRiPPquest identifies RiPPs by combining genome/metagenome mining with mass spectrometry analysis, discovering 5 novel natural products from 6 datasets.

4 citations

metagenomicsstatistical model

𝕏 PostBluesky