Author

Shan Aziz

The University of Texas at Dallas

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Microbiology· 1

Signature Assays, Organisms & Methods

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Organism:bacteria (other)· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Assay:proteomics· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Astrit TolaiD· 1 shared Baris CoskunuzeriD· 1 shared Dannie Zhabilov· 1 shared Duane David WinkleriD· 1 shared Mehmet CandasiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperMicrobiology

Astrit TolaORCID

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1 paper

Recent·Most cited

Identification of Molecular Compounds Targeting Bacterial Propionate Metabolism with Topological Machine Learning

Astrit Tola, Shan Aziz, Dannie Zhabilov, Duane David Winkler, Mehmet Candas, Baris Coskunuzer

This paper uses topological machine learning to identify 15 compounds that inhibit methylcitrate dehydratase, a key enzyme in bacterial propionate metabolism, and validates their interactions through molecular docking.

Journal of Molecular Graphics and Modelling · Jan 15, 2026Peer-reviewedMicrobiology