Impact of Phenylketonuria on the Serum Metabolome and Plasma Lipidome: A Study in Early-Treated Patients

IF 3.4 3区 生物学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Metabolites Pub Date : 2024-08-30 DOI:10.3390/metabo14090479
Jorine C. van der Weerd, Annemiek M. J. van Wegberg, Theo S. Boer, Udo F. H. Engelke, Karlien L. M. Coene, Ron A. Wevers, Stephan J. L. Bakker, Pim de Blaauw, Joost Groen, Francjan J. van Spronsen, M Rebecca Heiner-Fokkema
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Abstract

Background: Data suggest that metabolites, other than blood phenylalanine (Phe), better and independently predict clinical outcomes in patients with phenylketonuria (PKU). Methods: To find new biomarkers, we compared the results of untargeted lipidomics and metabolomics in treated adult PKU patients to those of matched controls. Samples (lipidomics in EDTA-plasma (22 PKU and 22 controls) and metabolomics in serum (35 PKU and 20 controls)) were analyzed using ultra-high-performance liquid chromatography and high-resolution mass spectrometry. Data were subjected to multivariate (PCA, OPLS-DA) and univariate (Mann–Whitney U test, p < 0.05) analyses. Results: Levels of 33 (of 20,443) lipid features and 56 (of 5885) metabolite features differed statistically between PKU patients and controls. For lipidomics, findings include higher glycerolipids, glycerophospholipids, and sphingolipids species. Significantly lower values were found for sterols and glycerophospholipids species. Seven features had unknown identities. Total triglyceride content was higher. Higher Phe and Phe catabolites, tryptophan derivatives, pantothenic acid, and dipeptides were observed for metabolomics. Ornithine levels were lower. Twenty-six metabolite features were not annotated. Conclusions: This study provides insight into the metabolic phenotype of PKU patients. Additional studies are required to establish whether the observed changes result from PKU itself, diet, and/or an unknown reason.
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苯丙酮尿症对血清代谢组和血浆脂质组的影响:对早期治疗患者的研究
背景:数据表明,除血液中的苯丙氨酸(Phe)外,其他代谢物能更好地独立预测苯丙酮尿症(PKU)患者的临床预后。研究方法为了寻找新的生物标记物,我们将接受治疗的成年 PKU 患者的非靶向脂质组学和代谢组学结果与匹配对照组的结果进行了比较。采用超高效液相色谱法和高分辨率质谱法分析了样本(EDTA血浆中的脂质组学(22名PKU患者和22名对照组患者)和血清中的代谢组学(35名PKU患者和20名对照组患者))。对数据进行了多变量(PCA、OPLS-DA)和单变量(Mann-Whitney U 检验,P < 0.05)分析。结果显示33种脂质特征(共20443种)和56种代谢物特征(共5885种)的水平在PKU患者和对照组之间存在统计学差异。在脂质组学方面,发现甘油三酯、甘油磷脂和鞘磷脂的含量较高。固醇和甘油磷脂种类的数值明显较低。有七种特征特性不明。甘油三酯总含量较高。代谢组学中观察到较高的 Phe 和 Phe 分解物、色氨酸衍生物、泛酸和二肽。鸟氨酸含量较低。有 26 种代谢物特征未作注释。结论这项研究有助于深入了解 PKU 患者的代谢表型。要确定所观察到的变化是否由 PKU 本身、饮食和/或未知原因引起,还需要进行更多的研究。
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来源期刊
Metabolites
Metabolites Biochemistry, Genetics and Molecular Biology-Molecular Biology
CiteScore
5.70
自引率
7.30%
发文量
1070
审稿时长
17.17 days
期刊介绍: Metabolites (ISSN 2218-1989) is an international, peer-reviewed open access journal of metabolism and metabolomics. Metabolites publishes original research articles and review articles in all molecular aspects of metabolism relevant to the fields of metabolomics, metabolic biochemistry, computational and systems biology, biotechnology and medicine, with a particular focus on the biological roles of metabolites and small molecule biomarkers. Metabolites encourages scientists to publish their experimental and theoretical results in as much detail as possible. Therefore, there is no restriction on article length. Sufficient experimental details must be provided to enable the results to be accurately reproduced. Electronic material representing additional figures, materials and methods explanation, or supporting results and evidence can be submitted with the main manuscript as supplementary material.
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