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Updated: Feb 5, 2026

Functional Assessment of BRCA1 variants using CRISPR-Mediated Base Editors
Published on: February 28, 2021
Engineering Compact Base Editors by AlphaFold-Guided Mutation Scan and Escherichia coli-Based Tri-Selection
Ryeo Gang Son1,2, Goeun Kim2, Jungjoon K Lee1,3,2
1Synthetic Biology for Clinical and Technological Innovation (SynCTI), Synthetic Biology Translational Research Programme and Department of Biochemistry, National University of Singapore, Singapore, Singapore.
Researchers optimized a compact DNA deaminase, SsdAtox, for base editing. Engineered variants show significantly enhanced C-to-T conversion efficiency and reduced cytotoxicity, outperforming existing base editors.
Area of Science:
- Molecular Biology
- Biotechnology
- Genomic Engineering
Background:
- APOBEC1-based cytosine base editors are effective but can be limited by size and cytotoxicity.
- The bacterial DNA deaminase toxin SsdAtox offers a smaller alternative but suffers from low efficiency and high toxicity.
- Miniaturization of base editors is crucial for efficient delivery methods.
Purpose of the Study:
- To engineer SsdAtox for improved C-to-T base editing efficiency and reduced cytotoxicity.
- To develop a high-throughput screening platform for optimizing DNA deaminases.
- To create compact and efficient base editors for genomic applications.
Main Methods:
- Structure-guided alanine scanning using AlphaFold and CASTpFold identified key residues for SsdAtox modification.
- Site-saturation mutagenesis and directed evolution using a novel E. coli-based Trinity-Screen platform were employed.
- Combinatorial mutagenesis was used to generate multi-site SsdAtox variants.
Main Results:
- Engineering SsdAtox at the K31 gatekeeping residue significantly increased activity but also indels.
- The Trinity-Screen platform successfully selected for variants with high activity and low indels.
- Optimized SsdAtox variants demonstrated up to 31-fold improvement, outperformed BE4max, and showed lower cytotoxicity.
- The Base Editor Performance Index (BEPI) was defined to standardize performance evaluation.
Conclusions:
- Engineered SsdAtox variants represent a significant advancement in compact base editor technology.
- The Trinity-Screen platform is effective for directed evolution of DNA deaminases.
- Optimized SsdAtox variants offer a promising alternative to larger base editors with improved safety and efficacy profiles.
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