Hejazi Sepehr, Godin Ryan, Jurasic Vito, Reuel Nigel F
Chemical and Biological Engineering, Iowa State University, 618 Bissell Road, Ames, Iowa 50011, United States.
Anal Chem. 2025 May 27;97(20):10745-10754. doi: 10.1021/acs.analchem.5c00883. Epub 2025 May 14.
Proteins can be rapidly prototyped with cell-free expression (CFE) but in most cases there is a lack of probes or assays to measure their function directly in the cell lysate, thereby limiting the throughput of these screens. Increased throughput is needed to build standardized, sequence to function data sets to feed machine learning guided protein optimization. Herein, we describe the use of fluorescent single-walled carbon nanotubes (SWCNT) as effective probes for measuring protease activity directly in cell-free lysate. Substrate proteins were conjugated to carboxymethyl cellulose-wrapped SWCNT, yielding stable and sensitive probes for protease detection with a detection limit of 6.4 ng/mL for bacterial protease from . These probes successfully measured subtilisin activity in unpurified CFE reactions, surpassing commercial assays. Furthermore, they enabled continuous monitoring of activity during synthesis of subtilisin in both purified and lysate-based CFE systems without compromising protein expression. Surface passivation techniques, such as preincubation with cell lysate and supplement components, reduced the initial signal loss and improved probe signal stability in the complex cell lysate environment. These modular probes can be used, as described, for high-throughput screening and optimization of proteases and, with the change of conjugated substrate, a wider range of other hydrolases.
蛋白质可以通过无细胞表达(CFE)快速进行原型制作,但在大多数情况下,缺乏直接在细胞裂解物中测量其功能的探针或检测方法,从而限制了这些筛选的通量。需要提高通量来构建标准化的、从序列到功能的数据集,以支持机器学习指导的蛋白质优化。在此,我们描述了使用荧光单壁碳纳米管(SWCNT)作为直接在无细胞裂解物中测量蛋白酶活性的有效探针。将底物蛋白与羧甲基纤维素包裹的SWCNT偶联,产生用于蛋白酶检测的稳定且灵敏的探针,对来自[细菌名称未给出]的细菌蛋白酶的检测限为6.4 ng/mL。这些探针成功地测量了未纯化的CFE反应中亚枯草杆菌蛋白酶的活性,超过了商业检测方法。此外,它们能够在基于纯化和裂解物的CFE系统中,在枯草杆菌蛋白酶合成过程中持续监测其活性,而不影响蛋白质表达。表面钝化技术,如用细胞裂解物和补充成分进行预孵育,减少了初始信号损失,并提高了在复杂细胞裂解物环境中探针信号的稳定性。如所述,这些模块化探针可用于蛋白酶的高通量筛选和优化,并且随着偶联底物的变化,还可用于更广泛的其他水解酶。