Development of automated proteomic workflows utilizing silicon-based coupling agents

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-06-04 DOI:10.1016/j.jprot.2024.105215
Connor Frey , Maor Arad , Kenneth Ku , Rhien Hare , Ronald Balagtas , Yuming Shi , Kyung-Mee Moon , Leonard J. Foster , Golfam Ghafourifar
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Abstract

Automated methods for enzyme immobilization via 4-triethoxysilylbutyraldehyde (TESB) derived silicone-based coupling agents were developed. TESB and its oxidized derivative, 4-triethoxysilylbutanoic acid (TESBA), were determined to be the most effective. The resulting immobilized enzyme particles (IEPs) displayed robustness, rapid digestion, and immobilization efficiency of 51 ± 8%. Furthermore, we automated the IEP procedure, allowing for multiple enzymes, and/or coupling agents to be fabricated at once, in a fraction of the time via an Agilent Bravo. The automated trypsin TESB and TESBA IEPs were shown to rival a classical in-gel digestion method. Moreover, pepsin IEPs favored cleavage at leucine (>50%) over aromatic and methionine residues. The IEP method was then adapted for an in-situ immobilized enzyme microreactor (IMER) fabrication. We determined that TESBA could functionalize the silica capillary's inner wall while simultaneously acting as an enzyme coupler. The IMER digestion of bovine serum albumin (BSA), mirroring IEP digestion conditions, yielded a 33–40% primary sequence coverage per LC-MS/MS analysis in as little as 15 min. Overall, our findings underscore the potential of both IEP and IMER methods, paving the way for automated analysis and a reduction in enzyme waste through reuse, thereby contributing to a more cost-effective and timely study of the proteome.

Significance

This research introduces 4-triethoxysilylbutyraldehyde (TESB) and its derivatives as silicon-based enzyme coupling agents and an automated liquid handling method for bottom-up proteomics (BUP) while streamlining sample preparation for high-throughput processing. Additionally, immobilized enzyme particle (IEP) fabrication and digestion within the 96-well plate allows for flexibility in protocol where different enzyme-coupler combinations can be employed simultaneously. By enabling the digestion of entire microplates and reducing manual labor, the proposed method enhances reproducibility and offers a more efficient alternative to classical in-gel techniques. Furthermore, pepsin IEPs were noted to favor cleavage at leucine residues which represents an interesting finding when compared to the literature that warrants further study. The capability of immobilized enzyme microreactors (IMER) for rapid digestion (in as little as 15 min) demonstrated the system's efficiency and potential for rapid proteomic analysis. This advancement in BUP not only improves efficiency, but also opens avenues for a fully automated, mass spectrometry-integrated proteomics workflow, promising to expedite research and discoveries in complex biological studies.

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利用硅基偶联剂开发自动蛋白质组学工作流程。
通过 4-三乙氧基硅基丁醛(TESB)衍生的硅基偶联剂,开发了酶固定的自动化方法。TESB 及其氧化衍生物 4-三乙氧基硅基丁酸 (TESBA) 被确定为最有效的方法。所制备的固定化酶颗粒(IEPs)具有坚固耐用、消化迅速的特点,固定化效率高达 51 ± 8%。此外,我们还实现了 IEP 程序的自动化,通过 Agilent Bravo 只需极少的时间就能同时制造出多种酶和/或偶联剂。结果表明,自动胰蛋白酶 TESB 和 TESBA IEP 可与传统的凝胶内消化方法相媲美。此外,胃蛋白酶 IEP 在亮氨酸(>50%)处的裂解率高于芳香族和蛋氨酸残基。随后,我们将 IEP 方法应用于原位固定化酶微反应器(IMER)的制造。我们确定 TESBA 可以使二氧化硅毛细管内壁功能化,同时起到酶偶联剂的作用。IMER 消化牛血清白蛋白 (BSA),与 IEP 消化条件相同,在短短 15 分钟内,LC-MS/MS 分析的主序列覆盖率达到 33-40%。总之,我们的研究结果强调了 IEP 和 IMER 方法的潜力,为自动化分析铺平了道路,并通过重复使用减少了酶的浪费,从而有助于对蛋白质组进行更经济、更及时的研究。意义:这项研究引入了 4-三乙氧基硅基丁醛(TESB)及其衍生物作为硅基酶偶联剂,以及用于自下而上蛋白质组学(BUP)的自动化液体处理方法,同时简化了高通量处理的样品制备过程。此外,在 96 孔板内制造和消化固定化酶颗粒 (IEP),可以灵活地同时使用不同的酶偶联剂组合。通过消化整个微孔板和减少人工劳动,所提出的方法提高了可重复性,为传统的凝胶内技术提供了更有效的替代方法。此外,研究还发现胃蛋白酶 IEPs 更倾向于在亮氨酸残基处裂解,与文献相比,这是一个有趣的发现,值得进一步研究。固定化酶微反应器(IMER)的快速消化能力(仅需 15 分钟)证明了该系统在快速蛋白质组分析方面的效率和潜力。BUP 的这一进步不仅提高了效率,还为全自动质谱集成蛋白质组学工作流程开辟了道路,有望加快复杂生物研究的研究和发现。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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