基于干血斑代谢组学筛查新生儿先天性甲状腺功能减退症的代谢物生物标志物研究。

IF 3.8 2区 化学 Q1 BIOCHEMICAL RESEARCH METHODS
Xingyu Guo, Feng Suo, Yuting Wang, Di Yu, Yi Wang, Bulian Dong, Lingshan Gou, Xinhui Gan, Benjing Wang, Chaowen Yu, Xiaoxiang Xie, Dandan Linghu, Xinyu Liu, Maosheng Gu, Guowang Xu
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引用次数: 0

摘要

基于干血斑(DBS)样本的促甲状腺激素(TSH)筛查可早期发现先天性甲状腺功能减退症(CH)。然而,它不能区分TSH水平升高的新生儿和CH水平升高的新生儿,这导致许多新生儿通过静脉血采样进行二次诊断。代谢组学用于分析新生儿CH的代谢变化,并确定基于dbs的代谢物生物标志物用于CH筛查,以减少继发诊断。基于非靶向代谢组学,我们分析了CH新生儿的代谢变化,并确定了新的生物标志物。结果发现,CH新生儿的代谢改变主要在氨基酸和脂质代谢方面,并鉴定出新的代谢物生物标志物为甲状腺素、2-哌啶酮和PC(14:0/20:4)。然后,将这些生物标记物在验证集中进行验证,筛选性能仍然令人满意。进一步开发了一种针对三种潜在生物标志物的快速3.5 min靶向方法,并用于分析确认集。通过对确认集的分析,重新验证了生物标志物的可靠性,并定义了生物标志物组合模型方程和适当的截止值。每组DBS样本包括健康、高甲状腺素血症和CH的新生儿。来自DBS样本的新型代谢物生物标志物显示了新生儿CH筛查的巨大潜力,有效地减少了与筛查错误新生儿的二次诊断相关的需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Metabolite biomarkers of screening neonatal congenital hypothyroidism based on dried blood spot metabolomics

Congenital hypothyroidism (CH) can be detected early during thyroid-stimulating hormone (TSH) screening based on dried blood spot (DBS) samples. However, it falls short in differentiating between neonates with elevated TSH levels and those with CH, which leads to many neonates undergoing secondary diagnosis through venous blood sampling. Metabolomics was used to analyze metabolic alterations in neonates with CH, and identify DBS-based metabolite biomarkers for CH screening to reduce secondary diagnosis. Based on non-targeted metabolomics, the metabolic alterations in neonates with CH were analyzed in a discovery set and novel biomarkers were identified. The results of the discovery set revealed that the metabolic alterations in neonates with CH were primarily in amino acid and lipid metabolism, and identified novel metabolite biomarkers were thyroxine, 2-piperidinone, and PC (14:0/20:4). Then, these biomarkers were validated in a validation set, and the screening performance was still satisfactory. A rapid 3.5-min targeted method for three potential biomarkers was further developed and used to analyze a confirmation set. Analysis of the confirmation set re-validated the reliability of the biomarkers, and a biomarker combinational model equation and an appropriate cutoff value were defined. Each set of DBS samples included neonates with health, hyperthyrotropinemia, and CH. The novel metabolite biomarkers from DBS samples demonstrate significant potential for CH screening in neonates, effectively reducing the requirement associated with secondary diagnosis of mis-screened neonates.

Graphical Abstract

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来源期刊
CiteScore
8.00
自引率
4.70%
发文量
638
审稿时长
2.1 months
期刊介绍: Analytical and Bioanalytical Chemistry’s mission is the rapid publication of excellent and high-impact research articles on fundamental and applied topics of analytical and bioanalytical measurement science. Its scope is broad, and ranges from novel measurement platforms and their characterization to multidisciplinary approaches that effectively address important scientific problems. The Editors encourage submissions presenting innovative analytical research in concept, instrumentation, methods, and/or applications, including: mass spectrometry, spectroscopy, and electroanalysis; advanced separations; analytical strategies in “-omics” and imaging, bioanalysis, and sampling; miniaturized devices, medical diagnostics, sensors; analytical characterization of nano- and biomaterials; chemometrics and advanced data analysis.
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