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Updated: Jun 16, 2025

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An Integrated Approach for Microprotein Identification and Sequence Analysis
Published on: July 12, 2022
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Structure Prediction and Protein Engineering Yield New Insights into Microcin J25 Precursor Recognition.
Hui-Ni Tan1, Wei-Qi Liu1, Josh Ho1
1Department of Chemistry, National Taiwan University, Taipei 10617, Taiwan.
ACS Chemical Biology
|August 20, 2024
Summary
Researchers used AI to predict the structure of Microcin J25 (MccJ25) biosynthesis enzymes. Protein engineering validated key structural features, advancing understanding of this lasso peptide antibiotic production.
Area of Science:
- Microbiology
- Structural Biology
- Biochemistry
Background:
- Microcin J25 (MccJ25) is a lasso peptide antibiotic discovered in 1992 with a unique lariat knot structure.
- Its biosynthesis involves a precursor (McjA) and two enzymes (McjB and McjC), but the intricate details remain largely unknown.
Purpose of the Study:
- To elucidate the structural and molecular mechanisms underlying MccJ25 biosynthesis.
- To leverage artificial intelligence for predicting complex protein interactions in antibiotic production.
Main Methods:
- Utilized AlphaFold2 to predict the ternary complex structure of McjA, McjB, and McjC.
- Employed protein engineering to validate critical predicted structural features and enzyme functions.
- Identified specific residues involved in McjA recognition by McjB.
Main Results:
- Confirmed McjB functionality and complex formation with McjC even with permuted or split domains, based on predicted structures.
- Identified key residues for McjA recognition and a compensatory mutation (McjBM108T) that restored function to a precursor variant (McjAT-2M).
- The predicted AlphaFold2 ternary complex structure serves as a viable model for studying MccJ25 biosynthesis.
Conclusions:
- The study presents a successful prediction-validation workflow combining AI and experimental methods to gain insights into MccJ25 biosynthesis.
- Demonstrated the plasticity of McjB's domains and identified critical interaction points, advancing the understanding of lasso peptide antibiotic production.
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