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Updated: Apr 25, 2026

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An Integrated Approach for Microprotein Identification and Sequence Analysis
Published on: July 12, 2022
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Fast analysis and engineering of protein function by microbe-independent deep assembly and screening
Yan Wu1,2, Pengli Wang3, Lan Xiang Liu4
1Department of Bioengineering, Stanford University, Stanford, CA, USA.
Molecular Systems Biology
|April 23, 2026
Summary
A new method called Microbe-Independent Deep Assembly and Screening (MIDAS) allows rapid protein engineering and analysis in mammalian cells without microbial cloning. This platform accelerates the development of novel protein variants for various applications.
Area of Science:
- Biochemistry
- Molecular Biology
- Protein Engineering
Background:
- Traditional protein engineering methods in mammalian cells are hindered by time-consuming and labor-intensive plasmid cloning procedures.
- Efficient sequence-fitness analysis of large protein variant libraries is crucial for optimizing protein function.
Purpose of the Study:
- To introduce Microbe-Independent Deep Assembly and Screening (MIDAS), a novel platform for rapid, plasmid-free protein variant expression and characterization in mammalian cells.
- To demonstrate the versatility of MIDAS for deep mutational scanning, combinatorial assembly, and protein engineering.
Main Methods:
- Developed MIDAS, a deterministic platform that bypasses microbial cloning by directly transfecting PCR-assembled genes into mammalian cells.
- Applied MIDAS for engineering an acetylcholine neurotransmitter bioluminescent indicator (ACh-NeuBI) and improved NanoLuc luciferase variants.
- Utilized MIDAS for sequence-fitness assessment of arbitrary mutational spaces, including deep saturation mutagenesis.
Main Results:
- MIDAS enables high-quality sequence-fitness assessment in less than one workday from PCR to cell transfection.
- Engineered a high-performance ACh-NeuBI with stepwise improvements in responsivity.
- Developed improved NanoLuc luciferase variants and characterized the structural basis of mutational tolerance and substrate specificity.
Conclusions:
- MIDAS is a versatile and rapid method for plasmid-free protein engineering and sequence-fitness analysis in mammalian cells.
- Offers a practical alternative to cloning-based approaches for protein optimization and characterization.
- Facilitates efficient exploration of mutational landscapes for protein design.
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