在涉及超高分辨率质谱的稳定同位素解析代谢组学实验中,校正自然丰度的影响。

Correcting for the effects of natural abundance in stable isotope resolved metabolomics experiments involving ultra-high resolution mass spectrometry.

机构信息

Department of Chemistry, Center for Regulatory and Environmental Analytical Metabolomics, University of Louisville, Louisville, Kentucky, USA.

出版信息

BMC Bioinformatics. 2010 Mar 17;11:139. doi: 10.1186/1471-2105-11-139.

Abstract

BACKGROUND

Stable isotope tracing with ultra-high resolution Fourier transform-ion cyclotron resonance-mass spectrometry (FT-ICR-MS) can provide simultaneous determination of hundreds to thousands of metabolite isotopologue species without the need for chromatographic separation. Therefore, this experimental metabolomics methodology may allow the tracing of metabolic pathways starting from stable-isotope-enriched precursors, which can improve our mechanistic understanding of cellular metabolism. However, contributions to the observed intensities arising from the stable isotope's natural abundance must be subtracted (deisotoped) from the raw isotopologue peaks before interpretation. Previously posed deisotoping problems are sidestepped due to the isotopic resolution and identification of individual isotopologue peaks. This peak resolution and identification come from the very high mass resolution and accuracy of FT-ICR-MS and present an analytically solvable deisotoping problem, even in the context of stable-isotope enrichment.

RESULTS

We present both a computationally feasible analytical solution and an algorithm to this newly posed deisotoping problem, which both work with any amount of 13C or 15N stable-isotope enrichment. We demonstrate this algorithm and correct for the effects of 13C natural abundance on a set of raw isotopologue intensities for a specific phosphatidylcholine lipid metabolite derived from a 13C-tracing experiment.

CONCLUSIONS

Correction for the effects of 13C natural abundance on a set of raw isotopologue intensities is computationally feasible when the raw isotopologues are isotopically resolved and identified. Such correction makes qualitative interpretation of stable isotope tracing easier and is required before attempting a more rigorous quantitative interpretation of the isotopologue data. The presented implementation is very robust with increasing metabolite size. Error analysis of the algorithm will be straightforward due to low relative error from the implementation itself. Furthermore, the algorithm may serve as an independent quality control measure for a set of observed isotopologue intensities.

摘要

背景

使用超高分辨率傅里叶变换-离子回旋共振质谱(FT-ICR-MS)进行稳定同位素示踪,可以在无需色谱分离的情况下同时确定数百到数千种代谢物同位素同量异位素种类。因此,这种实验代谢组学方法可以从稳定同位素富集的前体追踪代谢途径,从而可以增进我们对细胞代谢的机制理解。然而,在解释之前,必须从原始同位素同量异位素峰中减去(去同位素峰)由稳定同位素自然丰度引起的观测强度贡献。由于单个同位素同量异位素峰的同位素分辨率和鉴定,先前提出的去同位素峰问题得到了规避。这种峰分辨率和鉴定来自 FT-ICR-MS 的非常高的质量分辨率和准确性,即使在稳定同位素富集的情况下,也呈现出一个可分析的去同位素峰问题。

结果

我们提出了一种新的去同位素峰问题的计算可行的分析解决方案和算法,该算法适用于任何程度的 13C 或 15N 稳定同位素富集。我们展示了该算法,并校正了 13C 自然丰度对一组特定的来自 13C 示踪实验的磷脂酰胆碱代谢物原始同位素同量异位素强度的影响。

结论

当原始同位素同量异位素是同位素分辨和鉴定时,对一组原始同位素同量异位素强度进行 13C 自然丰度的校正计算是可行的。这种校正使得稳定同位素示踪的定性解释更加容易,并且在尝试对同位素同量异位素数据进行更严格的定量解释之前是必需的。所提出的实现方案对于增加的代谢物大小非常稳健。由于实现本身的相对误差较低,因此算法的误差分析将非常简单。此外,该算法可以作为一组观察到的同位素同量异位素强度的独立质量控制措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/86ee/2848236/5b51c57f8137/1471-2105-11-139-1.jpg

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