Development of a rapid and highly accurate method for 13C tracer-based metabolomics and its application on a hydrogenotrophic methanogen

IF 5.1 Q1 ECOLOGY ISME communications Pub Date : 2024-01-10 DOI:10.1093/ismeco/ycad006
Yuto Fukuyama, Shigeru Shimamura, Sanae Sakai, Yuta Michimori, Tomomi Sumida, Yoshito Chikaraishi, Haruyuki Atomi, T. Nunoura
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Abstract

Microfluidic capillary electrophoresis-mass spectrometry (CE-MS) is a rapid and highly accurate method to determine isotopomer patterns in isotopically labeled compounds. Here, we developed a novel method for tracer-based metabolomics using CE-MS for underivatized proteinogenic amino acids. The method consisting of a ZipChip CE system and a high-resolution Orbitrap Fusion Tribrid mass spectrometer allows us to obtain highly accurate data from 1 μL of 100 nmol/L amino acids comparable to a mere 1 $\times$ 104–105 prokaryotic cells. To validate the capability of the CE-MS method, we analyzed 16 protein-derived amino acids from a methanogenic archaeon Methanothermobacter thermautotrophicus as a model organism, and the mass spectra showed sharp peaks with low mass errors and background noise. Tracer-based metabolome analysis was then performed to identify the central carbon metabolism in M. thermautotrophicus using 13C-labeled substrates. The mass isotopomer distributions of serine, aspartate, and glutamate revealed the occurrence of both the Wood-Ljungdahl pathway and an incomplete reductive tricarboxylic acid cycle for carbon fixation. In addition, biosynthesis pathways of 15 amino acids were constructed based on the mass isotopomer distributions of the detected protein-derived amino acid, genomic information, and public databases. Among them, the presence of alternative enzymes of alanine dehydrogenase, ornithine cyclodeaminase, and homoserine kinase was suggested in the biosynthesis pathways of alanine, proline, and threonine, respectively. To our knowledge, the novel 13C tracer-based metabolomics using CE-MS can be considered the most efficient method to identify central carbon metabolism and amino acid biosynthesis pathways and is applicable to any kind of isolated microbe.
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基于 13C 示踪剂的代谢组学快速、高精度方法的开发及其在养氢甲烷菌上的应用
微流控毛细管电泳-质谱法(CE-MS)是一种快速、高精度测定同位素标记化合物中同位素模式的方法。在此,我们利用 CE-MS 开发了一种基于示踪剂的代谢组学新方法,用于检测未充分活化的蛋白源氨基酸。该方法由 ZipChip CE 系统和高分辨率 Orbitrap Fusion Tribrid 质谱仪组成,可从 1 μL 的 100 nmol/L 氨基酸中获得高度精确的数据,相当于 104-105 个原核细胞的 1 美元/次。为了验证 CE-MS 方法的能力,我们分析了产甲烷古细菌(Methanothermobacter thermautotrophicus)作为模型生物的 16 种蛋白质衍生氨基酸,其质谱显示出尖锐的峰值,质量误差和背景噪声都很低。随后,利用 13C 标记的底物进行了基于示踪剂的代谢组分析,以确定热自养甲烷杆菌的中心碳代谢。丝氨酸、天门冬氨酸和谷氨酸的质量同位素分布显示,在碳固定过程中存在伍德-荣格达尔途径和不完全还原三羧酸循环。此外,根据检测到的蛋白质衍生氨基酸的质量同位素分布、基因组信息和公共数据库,构建了 15 种氨基酸的生物合成途径。其中,丙氨酸、脯氨酸和苏氨酸的生物合成途径中分别存在丙氨酸脱氢酶、鸟氨酸环脱氨酶和高丝氨酸激酶的替代酶。据我们所知,利用 CE-MS 进行基于 13C 示踪剂的新型代谢组学研究可被视为鉴定中心碳代谢和氨基酸生物合成途径的最有效方法,并且适用于任何种类的分离微生物。
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