使用GCxGC-TOFMS代谢组学分析南非儿童结核性脑膜炎的特征

IF 3 3区 医学 Q1 IMMUNOLOGY
Anouska Mangaroo-Pillay, Du Toit Loots, Regan Solomons, Shayne Mason
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引用次数: 0

摘要

本研究的目的是利用二维气相色谱联用飞行时间质谱(GCxGC-TOFMS)表征南非儿科队列脑脊液(CSF)中结核性脑膜炎(TBM)的代谢谱。对21例细菌学证实的TBM患者和24例未患脑膜炎的对照组的脑脊液样本进行代谢物提取和衍生化处理,并通过GCxGC-TOFMS进行分析,随后进行单因素和多因素统计比较以识别鉴别化合物。共鉴定出48种代谢物(涉及糖酵解和氨基酸和脂肪酸代谢),区分了两组(效应大小d值>.5和偏最小二乘判别分析VIP值> 1.0),其中16种代谢物突出显示为显著(p值)
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Characterizing tuberculous meningitis in a South African pediatric cohort using GCxGC-TOFMS metabolomics.

The objective of this study was to characterize the metabolic profile of tuberculous meningitis (TBM) in the cerebrospinal fluid (CSF) of a South African pediatric cohort using two-dimensional gas chromatography linked to time-of-flight mass spectrometry (GCxGC-TOFMS). A metabolite extraction and derivatization protocol was performed using CSF samples from 21 cases of bacteriologically confirmed TBM and 24 controls without meningitis, and analyzed by GCxGC-TOFMS, followed by univariate and multivariate statistical comparisons to identify differentiating compounds. A total of 48 metabolites (involved in glycolysis and amino acid and fatty acid metabolism) were identified that differentiated the two groups (effect size d-value > 0.5 and partial least squares discriminant analysis VIP value > 1.0, with 16 metabolites highlighted as significant (p-value < 0.05). Eight novel metabolites (linked to imines, alkenes, and volatile organic compounds), never before identified in a TBM study, characterize TBM in this cohort. This study confirms existing metabolomics research aimed at characterizing the metabolic profile of TBM. Some affected metabolic pathways include glycolysis, pentose phosphate pathway, amino acids, and fatty acid metabolism. New information is provided on the effect TBM has on neurometabolism, how TBM can reduce the neuroprotective function of some metabolites in the brain, resulting in the neurological symptoms typically associated with this disease, and contribute to our understanding of the pathogenesis of TBM; ultimately, contributing to the development of a metabolic model of TBM.

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来源期刊
CiteScore
10.60
自引率
0.00%
发文量
29
审稿时长
1 months
期刊介绍: Medical Microbiology and Immunology (MMIM) publishes key findings on all aspects of the interrelationship between infectious agents and the immune system of their hosts. The journal´s main focus is original research work on intrinsic, innate or adaptive immune responses to viral, bacterial, fungal and parasitic (protozoan and helminthic) infections and on the virulence of the respective infectious pathogens. MMIM covers basic, translational as well as clinical research in infectious diseases and infectious disease immunology. Basic research using cell cultures, organoid, and animal models are welcome, provided that the models have a clinical correlate and address a relevant medical question. The journal also considers manuscripts on the epidemiology of infectious diseases, including the emergence and epidemic spreading of pathogens and the development of resistance to anti-infective therapies, and on novel vaccines and other innovative measurements of prevention. The following categories of manuscripts will not be considered for publication in MMIM: submissions of preliminary work, of merely descriptive data sets without investigation of mechanisms or of limited global interest, manuscripts on existing or novel anti-infective compounds, which focus on pharmaceutical or pharmacological aspects of the drugs, manuscripts on existing or modified vaccines, unless they report on experimental or clinical efficacy studies or provide new immunological information on their mode of action, manuscripts on the diagnostics of infectious diseases, unless they offer a novel concept to solve a pending diagnostic problem, case reports or case series, unless they are embedded in a study that focuses on the anti-infectious immune response and/or on the virulence of a pathogen.
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