Unveiling the metabolomic profile of growth hormone deficiency children using NMR spectroscopy.

IF 3.3 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Metabolomics Pub Date : 2025-02-07 DOI:10.1007/s11306-024-02217-9
Eftychia A Aggelaki, Aristeidis Giannakopoulos, Panagiota D Georgiopoulou, Styliani A Chasapi, Alexandra Efthymiadou, Dimitra Kritikou, Dionisios Chrysis, Georgios A Spyroulias
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Abstract

Introduction: The diagnosis of Growth Hormone Deficiency (GHD) during childhood has been the subject of much controversy over the last few years. Aiming to accurate medical treatment, there is a need for biomarker discovery.

Objective: To characterize the metabolic profile of GHD children, examine the effect of GH administration on the metabolic signature, and investigate the correlations between metabolites and IGF-1.

Methods: Nuclear Magnetic Resonance (NMR)-based untargeted and targeted metabolomic approach applied to study the metabolic profiles of children with GHD. Plasma, serum, and urine samples were collected from twenty-two children diagnosed with GHD and forty-eight age matched controls from the Pediatric Endocrinology Unit of the University Hospital of Patras. Experimental data were examined by both multivariate and univariate statistical analysis.

Results: The results of this pilot study revealed a different metabolic fingerprint of children with GHD in comparison to age-matched healthy individuals. However, the detected alterations in the metabolite patterns before and after GH treatment were subtle and of minor discriminative statistical power.

Conclusions: This study provides evidence that metabolome plays a pivotal role in GHD, but large-scale multicenter studies are warranted to validate the results.

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利用核磁共振波谱揭示生长激素缺乏症儿童的代谢组学特征。
在过去的几年里,儿童时期生长激素缺乏症(GHD)的诊断一直是备受争议的话题。为了准确的医疗,需要生物标志物的发现。目的:表征GHD儿童的代谢特征,检查生长激素给药对代谢特征的影响,并探讨代谢物与IGF-1之间的相关性。方法:应用基于核磁共振(NMR)的非靶向和靶向代谢组学方法研究儿童GHD的代谢谱。血浆、血清和尿液样本收集自22名诊断为GHD的儿童和48名年龄匹配的对照组,来自帕特雷大学医院儿科内分泌科。实验数据采用多变量和单变量统计分析。结果:这项初步研究的结果显示,与年龄匹配的健康个体相比,GHD儿童的代谢指纹不同。然而,在生长激素治疗前后检测到的代谢物模式的变化是微妙的,并且具有较小的判别统计能力。结论:本研究提供了代谢组在GHD中起关键作用的证据,但需要大规模的多中心研究来验证结果。
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来源期刊
Metabolomics
Metabolomics 医学-内分泌学与代谢
CiteScore
6.60
自引率
2.80%
发文量
84
审稿时长
2 months
期刊介绍: Metabolomics publishes current research regarding the development of technology platforms for metabolomics. This includes, but is not limited to: metabolomic applications within man, including pre-clinical and clinical pharmacometabolomics for precision medicine metabolic profiling and fingerprinting metabolite target analysis metabolomic applications within animals, plants and microbes transcriptomics and proteomics in systems biology Metabolomics is an indispensable platform for researchers using new post-genomics approaches, to discover networks and interactions between metabolites, pharmaceuticals, SNPs, proteins and more. Its articles go beyond the genome and metabolome, by including original clinical study material together with big data from new emerging technologies.
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