Breath and Blood Metabolomics: A Comparative Study Using SESI-HRMS/MS and UHPLC-ESI-HRMS/MS

Zhifeng Tang, Jianming Yang, Xin Xu, Keda Zhang, Huiling Wang, Xin Luo, Mingliang Fang, Tao Huan* and Xue Li*, 
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Abstract

Breath metabolomics enables noninvasive and rapid acquisition of metabolic information by detecting volatile organic compounds (VOCs) in exhaled breath. Secondary electrospray ionization high-resolution tandem mass spectrometry (SESI-HRMS/MS) offers the highest coverage for detecting breath metabolites among current real-time breath analysis techniques. Although it has been generally recognized that metabolites in breath originate from the blood, a molecular-level understanding of the characteristics of metabolites in both breath and blood remains insufficient. In this study, nontargeted analyses of breath and blood samples from 11 healthy volunteers were performed using SESI-HRMS/MS and ultrahigh performance liquid chromatography electrospray ionization high-resolution tandem mass spectrometry (UHPLC-ESI-HRMS/MS), respectively. Tandem mass spectrometry was employed for metabolite annotation. Twenty-six breath-unique metabolites and 73 blood-unique metabolites were identified. Besides, seven metabolites were found in both breath and blood, including 7-oxabicyclo [2.2.1] heptane, levulinic acid, indole, pyroglutamic acid, malic acid, glutamic acid, and histidine. Intriguingly, the correlation of these metabolites between breath and blood was low (r < 0.4 or p > 0.05). Among all the confirmed metabolites, breath metabolites exhibit higher volatility according to their water–gas partition coefficient (log Pw/g) compared to blood metabolites. In addition, gender-derived differences in breath were significantly smaller than blood. In summary, this study indicates that breath metabolites are likely to offer complementary information on blood metabolites. When combined with blood metabolomics, this would be advantageous for the appropriate application of breath metabolomics in life sciences, such as in biomarker discovery.

呼吸和血液代谢组学:使用SESI-HRMS/MS和UHPLC-ESI-HRMS/MS的比较研究
呼吸代谢组学通过检测呼出气体中的挥发性有机化合物(VOCs),实现无创和快速获取代谢信息。二次电喷雾电离高分辨率串联质谱法(SESI-HRMS/MS)是目前实时呼吸分析技术中检测呼吸代谢物覆盖率最高的技术。虽然人们普遍认为呼吸中的代谢物来源于血液,但对呼吸和血液中代谢物特征的分子水平理解仍然不足。本研究分别使用SESI-HRMS/MS和UHPLC-ESI-HRMS/MS对11名健康志愿者的呼吸和血液样本进行了非靶向分析。采用串联质谱法对代谢物进行注释。鉴定出26种呼吸特有代谢物和73种血液特有代谢物。此外,在呼气和血液中均发现了7-恶沙环[2.2.1]庚烷、乙酰丙酸、吲哚、焦谷氨酸、苹果酸、谷氨酸、组氨酸等7种代谢物。有趣的是,这些代谢物在呼吸和血液之间的相关性很低(r <;0.4或p >;0.05)。在所有确认的代谢物中,根据其水气分配系数(log Pw/g),呼吸代谢物比血液代谢物表现出更高的波动性。此外,呼吸的性别差异明显小于血液。总之,这项研究表明,呼吸代谢物可能提供血液代谢物的补充信息。当与血液代谢组学相结合时,这将有利于呼吸代谢组学在生命科学中的适当应用,例如生物标志物的发现。
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来源期刊
Environment & Health
Environment & Health 环境科学、健康科学-
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期刊介绍: Environment & Health a peer-reviewed open access journal is committed to exploring the relationship between the environment and human health.As a premier journal for multidisciplinary research Environment & Health reports the health consequences for individuals and communities of changing and hazardous environmental factors. In supporting the UN Sustainable Development Goals the journal aims to help formulate policies to create a healthier world.Topics of interest include but are not limited to:Air water and soil pollutionExposomicsEnvironmental epidemiologyInnovative analytical methodology and instrumentation (multi-omics non-target analysis effect-directed analysis high-throughput screening etc.)Environmental toxicology (endocrine disrupting effect neurotoxicity alternative toxicology computational toxicology epigenetic toxicology etc.)Environmental microbiology pathogen and environmental transmission mechanisms of diseasesEnvironmental modeling bioinformatics and artificial intelligenceEmerging contaminants (including plastics engineered nanomaterials etc.)Climate change and related health effectHealth impacts of energy evolution and carbon neutralizationFood and drinking water safetyOccupational exposure and medicineInnovations in environmental technologies for better healthPolicies and international relations concerned with environmental health
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