Author

Nataliia V. Machushynets

Leiden UniversityORCID 0000-0002-8530-1966Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:experimental assay· 2 Assay:metabolomics· 2 Organism:bacteria (other)· 1 Research Focus:benchmarking· 1 Research Focus:database / resource· 1 Research Focus:drug response / drug discovery· 1 Research Focus:software / tool· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Gilles P. van WezeliD· 2 shared Chao DuiD· 1 shared Hannah E. AugustijniD· 1 shared Justin J. J. van der HooftiD· 1 shared Lina M. BayonaiD· 1 shared Marcel JasparsiD· 1 shared Mark R. LilesiD· 1 shared Marnix H. MedemaiD· 1 shared

Activity by Year

2022-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 27 mutual co-author links

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2 shared papersMicrobiology

Gilles P. van WezelORCID

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2 papers

Recent·Most cited

Paenitracins, a novel family of bacitracin-type nonribosomal peptide antibiotics produced by plant-associated Paenibacillus species

Nataliia V. Machushynets, Somayah S. Elsayed, Chao Du, Vladyslav Lysenko, Mercedes de la Cruz, Pilar Sánchez, Olga Genilloud, Nathaniel I. Martin, Mark R. Liles, Gilles P. van Wezel

This study identifies a novel family of bacitracin-type antibiotics, paenitracins, produced by Paenibacillus species using a metabolomics-genomics workflow.

mSystems · Feb 17, 2026Peer-reviewedMicrobiology

FERMO: a Dashboard for Automated Prioritization of Molecular Features from Mass Spectral Data

Mitja M. Zdouc, Hannah E. Augustijn, Nataliia V. Machushynets, Lina M. Bayona, Sylvia Soldatou, Niek De Jonge, Sarah Casu, Marcel Jaspars, Gilles P. van Wezel, Marnix H. Medema, Justin J. J. van der Hooft

FERMO is a dashboard that automates the prioritization of molecular features from mass spectral data to link molecules to phenotypes.

bioRxiv · Dec 21, 2022 · PreprintBioinformatics