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基于图形报告工具的靶向尿液代谢组学在代谢性疾病快速诊断中的应用。

Targeted urine metabolomics with a graphical reporting tool for rapid diagnosis of inborn errors of metabolism.

机构信息

Department of Clinical Genetics, Maastricht University Medical Center, Maastricht, The Netherlands.

Translational Metabolic Laboratory, Department of Laboratory Medicine, Radboud University Medical Centre, Nijmegen, The Netherlands.

出版信息

J Inherit Metab Dis. 2021 Sep;44(5):1113-1123. doi: 10.1002/jimd.12385. Epub 2021 May 6.

DOI:10.1002/jimd.12385
PMID:33843072
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8518793/
Abstract

The current diagnostic work-up of inborn errors of metabolism (IEM) is rapidly moving toward integrative analytical approaches. We aimed to develop an innovative, targeted urine metabolomics (TUM) screening procedure to accelerate the diagnosis of patients with IEM. Urinary samples, spiked with three stable isotope-labeled internal standards, were analyzed for 258 diagnostic metabolites with an ultra-high performance liquid chromatography-quadrupole time-of-flight mass spectrometry (UHPLC-QTOF-MS) configuration run in positive and negative ESI modes. The software automatically annotated peaks, corrected for peak overloading, and reported peak quality and shifting. Robustness and reproducibility were satisfactory for most metabolites. Z-scores were calculated against four age-group-matched control cohorts. Disease phenotypes were scored based on database metabolite matching. Graphical reports comprised a needle plot, annotating abnormal metabolites, and a heatmap showing the prioritized disease phenotypes. In the clinical validation, we analyzed samples of 289 patients covering 78 OMIM phenotypes from 12 of the 15 society for the study of inborn errors of metabolism (SSIEM) disease groups. The disease groups include disorders in the metabolism of amino acids, fatty acids, ketones, purines and pyrimidines, carbohydrates, porphyrias, neurotransmitters, vitamins, cofactors, and creatine. The reporting tool easily and correctly diagnosed most samples. Even subtle aberrant metabolite patterns as seen in mild multiple acyl-CoA dehydrogenase deficiency (GAII) and maple syrup urine disease (MSUD) were correctly called without difficulty. Others, like creatine transporter deficiency, are illustrative of IEM that remain difficult to diagnose. We present TUM as a powerful diagnostic screening tool that merges most urinary diagnostic assays expediting the diagnostics for patients suspected of an IEM.

摘要

当前,先天性代谢缺陷(IEM)的诊断工作正在迅速向综合分析方法转变。我们旨在开发一种创新的、靶向性的尿液代谢组学(TUM)筛选程序,以加速 IEM 患者的诊断。尿液样本中加入了三种稳定同位素标记的内标,然后用超高效液相色谱-四极杆飞行时间质谱(UHPLC-QTOF-MS)在正离子和负离子 ESI 模式下分析了 258 种诊断代谢物。该软件自动注释峰,校正峰过载,并报告峰质量和峰移动。对于大多数代谢物,其稳健性和重现性令人满意。针对四个年龄组匹配的对照队列计算 Z 分数。根据数据库代谢物匹配对疾病表型进行评分。图形报告包括一个针状图,标注异常代谢物,以及一个热图,显示优先考虑的疾病表型。在临床验证中,我们分析了 289 名患者的样本,这些患者涵盖了 12 个先天性代谢缺陷研究学会(SSIEM)疾病组中的 78 种 OMIM 表型。这些疾病组包括氨基酸、脂肪酸、酮体、嘌呤和嘧啶、碳水化合物、卟啉症、神经递质、维生素、辅助因子和肌酸代谢紊乱。报告工具能够轻松正确地诊断大多数样本。即使是像轻度多酰基辅酶 A 脱氢酶缺乏症(GAII)和枫糖尿症(MSUD)中所见的细微异常代谢物模式也能轻松正确地识别。其他疾病,如肌酸转运蛋白缺乏症,说明了一些仍然难以诊断的 IEM。我们提出 TUM 是一种强大的诊断筛选工具,它将大多数尿液诊断检测方法融合在一起,加速了对疑似 IEM 患者的诊断。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d53/8518793/79725cfae10f/JIMD-44-1113-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d53/8518793/46707956933a/JIMD-44-1113-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d53/8518793/de7be2ec64e5/JIMD-44-1113-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d53/8518793/4787c57c8ac0/JIMD-44-1113-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d53/8518793/79725cfae10f/JIMD-44-1113-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d53/8518793/46707956933a/JIMD-44-1113-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d53/8518793/de7be2ec64e5/JIMD-44-1113-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d53/8518793/4787c57c8ac0/JIMD-44-1113-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8d53/8518793/79725cfae10f/JIMD-44-1113-g001.jpg

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