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一种用于鉴定已知和孤儿转运蛋白底物的非靶向代谢组学策略

An Untargeted Metabolomics Strategy to Identify Substrates of Known and Orphan Transporters.

作者信息

Radi Mohammad S, Munro Lachlan J, Rago Daniela, Kell Douglas B

机构信息

Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Søltofts Plads, Building 220, 2800 Kogens Lyngby, Denmark.

Department of Biochemistry, Cell and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Crown St, Liverpool L69 7ZB, UK.

出版信息

Membranes (Basel). 2024 Mar 20;14(3):70. doi: 10.3390/membranes14030070.

Abstract

Transport systems play a pivotal role in bacterial physiology and represent potential targets for medical and biotechnological applications. However, even in well-studied organisms like , a notable proportion of transporters, exceeding as many as 30%, remain classified as orphans due to their lack of known substrates. This study leveraged high-resolution LC-MS-based untargeted metabolomics to identify candidate substrates for these orphan transporters. Human serum, including a diverse array of biologically relevant molecules, served as an unbiased source for substrate exposure. The analysis encompassed 26 paired transporter mutant contrasts (i.e., knockout vs. overexpression), compared with the wild type, revealing distinct patterns of substrate uptake and excretion across various mutants. The convergence of candidate substrates across mutant scenarios provided robust validation, shedding light on novel transporter-substrate relationships, including those involving , , , and . Furthermore, several substrates were contingent upon the specific mutants employed. This investigation underscores the utility of untargeted metabolomics for substrate identification in the absence of prior knowledge and lays the groundwork for subsequent validation experiments, holding significant implications for both medical and biotechnological advancements.

摘要

转运系统在细菌生理学中起着关键作用,并且是医学和生物技术应用的潜在靶点。然而,即使在像[具体生物]这样研究充分的生物体中,仍有相当比例(超过30%)的转运蛋白由于缺乏已知底物而被归类为孤儿转运蛋白。本研究利用基于高分辨率液相色谱 - 质谱的非靶向代谢组学来鉴定这些孤儿转运蛋白的候选底物。包含多种生物相关分子的人血清作为底物暴露的无偏倚来源。该分析涵盖了26对转运蛋白突变体对比(即基因敲除与过表达),并与野生型进行比较,揭示了不同突变体间底物摄取和排泄的独特模式。跨突变体情况的候选底物的一致性提供了有力验证,揭示了新的转运蛋白 - 底物关系,包括涉及[具体物质1]、[具体物质2]、[具体物质3]和[具体物质4]的关系。此外,几种底物取决于所使用的特定突变体。这项研究强调了在缺乏先验知识的情况下非靶向代谢组学在底物鉴定中的实用性,并为后续验证实验奠定了基础,对医学和生物技术的进步具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe95/10971958/ff65761816a1/membranes-14-00070-g001.jpg

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