Ghosh Rajarshi, Bu Guanhong, Nannenga Brent L, Sumner Lloyd W
Division of Biochemistry, University of Missouri, Columbia, MO, United States.
MU Metabolomics Center, University of Missouri, Columbia, MO, United States.
Front Mol Biosci. 2021 Sep 2;8:720955. doi: 10.3389/fmolb.2021.720955. eCollection 2021.
Metabolomics has emerged as a powerful discipline to study complex biological systems from a small molecule perspective. The success of metabolomics hinges upon reliable annotations of spectral features obtained from MS and/or NMR. In spite of tremendous progress with regards to analytical instrumentation and computational tools, < 20% of spectral features are confidently identified in most untargeted metabolomics experiments. This article explores the integration of multiple analytical instruments such as UHPLC-MS/MS-SPE-NMR and the cryo-EM method MicroED to achieve large-scale and confident metabolite identifications in a higher-throughput manner. UHPLC-MS/MS-SPE allows for the simultaneous automated purification of metabolites followed by offline structure elucidation and structure validation by NMR and MicroED. Large-scale study of complex metabolomes such as that of the model plant legume Medicago truncatula can be achieved using an integrated UHPLC-MS/MS-SPE-NMR metabolomics platform. Additionally, recent developments in MicroED to study structures of small organic molecules have enabled faster, easier and precise structure determinations of metabolites. A MicroED small molecule structure elucidation workflow (e.g., crystal screening, sample preparation, data collection and data processing/structure determination) has been described. Ongoing MicroED methods development and its future scope related to structure elucidation of specialized metabolites and metabolomics are highlighted. The incorporation of MicroED with a UHPLC-MS/MS-SPE-NMR instrumental ensemble offers the potential to accelerate and achieve higher rates of metabolite identification.
代谢组学已成为一门从小分子角度研究复杂生物系统的强大学科。代谢组学的成功取决于从质谱(MS)和/或核磁共振(NMR)获得的光谱特征的可靠注释。尽管在分析仪器和计算工具方面取得了巨大进展,但在大多数非靶向代谢组学实验中,只有不到20%的光谱特征能够被可靠鉴定。本文探讨了多种分析仪器的整合,如超高效液相色谱-串联质谱-固相萃取-核磁共振(UHPLC-MS/MS-SPE-NMR)和低温电子显微镜方法MicroED,以更高通量的方式实现大规模且可靠的代谢物鉴定。UHPLC-MS/MS-SPE允许同时自动纯化代谢物,随后通过NMR和MicroED进行离线结构解析和结构验证。使用集成的UHPLC-MS/MS-SPE-NMR代谢组学平台可以对复杂的代谢组进行大规模研究,如模式植物豆科苜蓿(Medicago truncatula)的代谢组。此外,MicroED在研究小有机分子结构方面的最新进展使得代谢物的结构测定更快、更容易且更精确。本文描述了一种MicroED小分子结构解析工作流程(例如晶体筛选、样品制备、数据收集和数据处理/结构测定)。重点介绍了正在进行的MicroED方法开发及其与特殊代谢物结构解析和代谢组学相关的未来发展前景。将MicroED与UHPLC-MS/MS-SPE-NMR仪器组合相结合,有潜力加速并实现更高的代谢物鉴定率。