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Updated: May 30, 2025

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Nanosensors to Detect Protease Activity In Vivo for Noninvasive Diagnostics
Published on: July 16, 2018
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Single-Walled Carbon Nanotube Probes for Protease Characterization Directly in Cell-Free Expression Reactions
Sepehr Hejazi1, Ryan Godin1, Vito Jurasic1
1Chemical and Biological Engineering - Iowa State University, 618 Bissell Rd, Ames, IA 50011.
Biorxiv : the Preprint Server for Biology
|January 27, 2025
Summary
Fluorescent carbon nanotube probes enable rapid protease activity measurement in cell-free systems. This breakthrough supports high-throughput screening for protein optimization using machine learning.
Area of Science:
- Biotechnology
- Biochemistry
- Materials Science
Background:
- Cell-free expression (CFE) allows rapid protein prototyping.
- Limited availability of functional assays hinders high-throughput screening in CFE.
- Standardized data is crucial for machine learning-guided protein optimization.
Purpose of the Study:
- To develop novel fluorescent probes for direct protease activity measurement in cell-free lysate.
- To enhance the throughput of functional screens in cell-free protein expression systems.
Main Methods:
- Conjugating substrate proteins to carboxymethyl cellulose-wrapped single-walled carbon nanotubes (SWCNTs).
- Utilizing SWCNT probes for sensitive protease detection in complex cell lysate environments.
- Employing surface passivation techniques to improve probe stability and reduce signal loss.
Main Results:
- Developed stable and sensitive SWCNT-based protease probes with a detection limit of 6.4 ng/mL.
- Successfully measured subtilisin activity in unpurified CFE reactions, outperforming commercial assays.
- Enabled continuous monitoring of protease activity during protein synthesis in CFE systems without affecting expression.
Conclusions:
- Fluorescent SWCNT probes are effective tools for measuring protease activity directly in cell-free lysate.
- These modular probes facilitate high-throughput screening and optimization of proteases and other hydrolases.
- The developed probes advance the creation of standardized sequence-to-function datasets for protein engineering.

