Allison Walker

Assistant Professor

Vanderbilt University

United States

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About

Allison Walker is an Assistant Professor at Vanderbilt University in the United States. Her research areas encompass computational structure prediction, protein analysis, and the biosynthesis of natural products, as indicated by her recent publications. She is particularly focused on understanding peptide flexibility, enzyme self-resistance mechanisms, and employing machine learning to predict secondary metabolite activities.

Articles (16)

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2025

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2025

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2025

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2024

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2024

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2024

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2024

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2024

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2024

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2024

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2023

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2023

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2021

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2020

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2020

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2020

Collaborators (18)

Francesca Grisoni

Eindhoven University of Technology

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Allison Walker

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Articles (16)

Computational structure prediction of lanthipeptides with NMR data reveals underappreciated peptide flexibility

Refining Structural Analysis of Proteins: Automated Methods to Measure Transition Dipole Strength of Single Residues

Yatakemycin biosynthesis requires two deoxyribonucleases for toxin self-resistance

Analysis of EGFR binding hotspots for design of new EGFR inhibitory biologics

Evolution-guided engineering of <i>trans</i> -acyltransferase polyketide synthases

Predicting fungal secondary metabolite activity from biosynthetic gene cluster data using machine learning

Advances, opportunities, and challenges in methods for interrogating the structure activity relationships of natural products

Functional Redundancy and Dual Function of a Hypothetical Protein in the Biosynthesis of Eunicellane-Type Diterpenoids

Primed for Discovery

Statistical Coupling Analysis Predicts Correlated Motions in Dihydrofolate Reductase

Artificial intelligence for natural product drug discovery

Diversity and taxonomic distribution of bacterial biosynthetic gene clusters predicted to produce compounds with therapeutically relevant bioactivities

A Machine Learning Bioinformatics Method to Predict Biological Activity from Biosynthetic Gene Clusters

RNA sectors and allosteric function within the ribosome.

Parsing Molecules for Drug Discovery

Total synthesis reveals atypical atropisomerism in a small-molecule natural product, tryptorubin A

Collaborators (18)

Francesca Grisoni

Bhuminder Singh

Joern Piel

Mehdi Beniddir

Katherine R. Duncan

Benjamin Brown

Justin van der Hooft

Adam Smith

Rolf Müller

Laura Carroll

Neha Garg

Christine Lovly

Kai Blin

Somayah Elsayed

Eric J. N. Helfrich

Kaitlyn Ledwitch

Nathaniel I. Martin

Barbara Zdrazil

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