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粪便氢核磁共振代谢组学:核磁共振样品制备方法与新型计算机模拟基线校正的比较

Fecal H-NMR Metabolomics: A Comparison of Sample Preparation Methods for NMR and Novel in Silico Baseline Correction.

作者信息

Brown Catherine L J, Scott Hannah, Mulik Crystal, Freund Amy S, Opyr Michael P, Metz Gerlinde A S, Inglis G Douglas, Montina Tony

机构信息

Agriculture and Agri-Food Canada, Lethbridge Research and Development Centre, 5403-1st Avenue S, Lethbridge, AB T1J 4B1, Canada.

Department of Biological Sciences, University of Lethbridge, 4401 University Drive, Lethbridge, AB T1K 3M4, Canada.

出版信息

Metabolites. 2022 Feb 5;12(2):148. doi: 10.3390/metabo12020148.

Abstract

Analysis of enteric microbiota function indirectly through the fecal metabolome has the potential to be an informative diagnostic tool. However, metabolomic analysis of feces is hampered by high concentrations of macromolecules such as proteins, fats, and fiber in samples. Three methods-ultrafiltration (UF), Bligh-Dyer (BD), and no extraction (samples added directly to buffer, vortexed, and centrifuged)-were tested on multiple rat ( = 10) and chicken ( = 8) fecal samples to ascertain whether the methods worked equally well across species and individuals. An in silico baseline correction method was evaluated to determine if an algorithm could produce spectra similar to those obtained via UF. For both rat and chicken feces, UF removed all macromolecules and produced no baseline distortion among samples. By contrast, the BD and no extraction methods did not remove all the macromolecules and produced baseline distortions. The application of in silico baseline correction produced spectra comparable to UF spectra. In the case of no extraction, more intense peaks were produced. This suggests that baseline correction may be a cost-effective method for metabolomic analyses of fecal samples and an alternative to UF. UF was the most versatile and efficient extraction method; however, BD and no extraction followed by baseline correction can produce comparable results.

摘要

通过粪便代谢组间接分析肠道微生物群功能有潜力成为一种信息丰富的诊断工具。然而,粪便样本中高浓度的蛋白质、脂肪和纤维等大分子阻碍了粪便的代谢组学分析。对多个大鼠(n = 10)和鸡(n = 8)粪便样本测试了三种方法——超滤(UF)、布利格-戴尔(BD)法和不进行提取(将样本直接加入缓冲液中,涡旋并离心),以确定这些方法在不同物种和个体间的效果是否相同。评估了一种计算机基线校正方法,以确定一种算法能否产生与通过超滤获得的光谱相似的光谱。对于大鼠和鸡的粪便,超滤去除了所有大分子,且样本间未产生基线失真。相比之下,BD法和不进行提取的方法并未去除所有大分子,且产生了基线失真。计算机基线校正的应用产生了与超滤光谱相当的光谱。在不进行提取的情况下,产生了更强的峰。这表明基线校正可能是粪便样本代谢组学分析的一种经济有效的方法,也是超滤的一种替代方法。超滤是最通用和高效的提取方法;然而,BD法和不进行提取后进行基线校正也能产生相当的结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9da7/8875708/e2f6d0013cc4/metabolites-12-00148-g001.jpg

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