Department of Cell Biology, Van Andel Institute, Grand Rapids, MI, USA.
Department of Metabolism and Nutritional Programming, Van Andel Institute, Grand Rapids, MI, USA.
Nat Commun. 2024 Jul 10;15(1):5796. doi: 10.1038/s41467-024-50128-z.
Metabolite extraction is the critical first-step in metabolomics experiments, where it is generally regarded to inactivate and remove proteins. Here, arising from efforts to improve extraction conditions for polar metabolomics, we discover a proteomic landscape of over 1000 proteins within metabolite extracts. This is a ubiquitous feature across several common extraction and sample types. By combining post-resuspension stable isotope addition and enzyme inhibitors, we demonstrate in-extract metabolite interconversions due to residual transaminase activity. We extend these findings with untargeted metabolomics where we observe extensive protein-mediated metabolite changes, including in-extract formation of glutamate dipeptide and depletion of total glutathione. Finally, we present a simple extraction workflow that integrates 3 kDa filtration for protein removal as a superior method for polar metabolomics. In this work, we uncover a previously unrecognized, protein-mediated source of observer effects in metabolomics experiments with broad-reaching implications across all research fields using metabolomics and molecular metabolism.
代谢物提取是代谢组学实验的关键第一步,通常被认为可以使蛋白质失活并去除。在这里,由于我们努力改善极性代谢组学的提取条件,我们在代谢物提取物中发现了超过 1000 种蛋白质的蛋白质组学图谱。这是几种常见的提取和样本类型中普遍存在的特征。通过结合重悬后稳定同位素添加和酶抑制剂,我们证明了由于残留转氨酶活性导致的提取物中代谢物的相互转化。我们通过非靶向代谢组学扩展了这些发现,在其中我们观察到广泛的蛋白质介导的代谢物变化,包括提取物中谷氨酸二肽的形成和总谷胱甘肽的消耗。最后,我们提出了一种简单的提取工作流程,该流程集成了 3 kDa 过滤以去除蛋白质,这是一种用于极性代谢组学的优越方法。在这项工作中,我们揭示了一种以前未被认识到的、蛋白质介导的代谢组学实验中观察者效应的来源,这对所有使用代谢组学和分子代谢学的研究领域都具有广泛的意义。