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Effectiveness of breath acetone monitoring in reducing body fat and improving body composition: a randomized controlled study. 呼吸丙酮监测对减少体脂和改善身体成分的效果:随机对照研究
IF 3.8 4区 医学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-01-18 DOI: 10.1088/1752-7163/ad1b19
Seonggyu Choi, Minsuk Oh, Okimitsu Oyama, Dong-Hyuk Park, Sunghyun Hong, Tae Ho Lee, Junho Hwang, Hyun-Sook Lee, Yong-Sahm Choe, Wooyoung Lee, Justin Y Jeon

When attempts to lose body fat mass frequently fail, breath acetone (BA) monitoring may assist fat mass loss during a low-carbohydrate diet as it can provide real-time body fat oxidation levels. This randomized controlled study aimed to evaluate the effectiveness of monitoring BA levels and providing feedback on fat oxidation during a three-week low-carbohydrate diet intervention. Forty-seven participants (mean age = 27.8 ± 4.4 years, 53.3% females, body mass index = 24.1 ± 3.4 kg m-2) were randomly assigned to three groups (1:1:1 ratio): daily BA assessment with a low-carbohydrate diet, body weight assessment (body scale (BS)) with a low-carbohydrate diet, and low-carbohydrate diet only. Primary outcome was the change in fat mass and secondary outcomes were the changes in body weight and body composition. Forty-five participants completed the study (compliance rate: 95.7%). Fat mass was significantly reduced in all three groups (allP< 0.05); however, the greatest reduction in fat mass was observed in the BA group compared to the BS (differences in changes in fat mass, -1.1 kg; 95% confidence interval: -2.3, -0.2;P= 0.040) and control (differences in changes in fat mass, -1.3 kg; 95% confidence interval: -2.1, -0.4;P= 0.013) groups. The BA group showed significantly greater reductions in body weight and visceral fat mass than the BS and control groups (allP< 0.05). In addition, the percent body fat and skeletal muscle mass were significantly reduced in both BA and BS groups (allP< 0.05). However, no significant differences were found in changes in body fat percentage and skeletal muscle mass between the study groups. Monitoring BA levels, which could have motivated participants to adhere more closely to the low-carbohydrate diet, to assess body fat oxidation rates may be an effective intervention for reducing body fat mass (compared to body weight assessment or control conditions). This approach could be beneficial for individuals seeking to manage body fat and prevent obesity.

当试图减少体内脂肪量的努力经常失败时,呼气丙酮监测可提供实时的体内脂肪氧化水平,因此可能有助于在低碳水化合物饮食期间减少脂肪量。这项随机对照研究旨在评估在为期三周的低碳水化合物饮食干预期间监测呼气丙酮水平和提供脂肪氧化反馈的有效性。47名参与者(平均年龄=27.8±4.4岁,女性占53.3%,体重指数=24.1±3.4 kg/m2)被随机分配到三组(1:1:1比例):每日呼气丙酮评估与低碳水化合物饮食组、体重评估(体重秤)与低碳水化合物饮食组和仅低碳水化合物饮食组。主要结果是脂肪量的变化,次要结果是体重和身体成分的变化。45 名参与者完成了研究(符合率:95.7%)。所有三个组的脂肪量都明显减少(P
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引用次数: 0
Non-invasive detection of renal disease biomarkers through breath analysis. 通过呼气分析无创检测肾病生物标志物。
IF 3.8 4区 医学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2024-01-05 DOI: 10.1088/1752-7163/ad15fb
Manoj Khokhar

Breath biomarkers are substances found in exhaled breath that can be used for non-invasive diagnosis and monitoring of medical conditions, including kidney disease. Detection techniques include mass spectrometry (MS), gas chromatography (GC), and electrochemical sensors. Biosensors, such as GC-MS or electronic nose (e-nose) devices, can be used to detect volatile organic compounds (VOCs) in exhaled breath associated with metabolic changes in the body, including the kidneys. E-nose devices could provide an early indication of potential kidney problems through the detection of VOCs associated with kidney dysfunction. This review discusses the sources of breath biomarkers for monitoring renal disease during dialysis and different biosensor approaches for detecting exhaled breath biomarkers. The future of using various types of biosensor-based real-time breathing diagnosis for renal failure is also discussed.

呼吸生物标记物是在呼出的气体中发现的物质,可用于非侵入性诊断和监测包括肾脏疾病在内的病症。检测技术包括质谱法、气相色谱法和电化学传感器。生物传感器,如气相色谱-质谱法或电子鼻(e-nose)装置,可用于检测呼出气体中与人体(包括肾脏)新陈代谢变化有关的挥发性有机化合物(VOC)。电子鼻设备可以通过检测与肾功能障碍相关的挥发性有机化合物,及早发现潜在的肾脏问题。本综述讨论了透析期间监测肾脏疾病的呼气生物标记物的来源以及检测呼气生物标记物的不同生物传感器方法。此外,还讨论了使用各种基于生物传感器的实时呼吸诊断肾衰竭的前景。
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引用次数: 0
A novel coupling technique based on thermal desorption gas chromatography with mass spectrometry and ion mobility spectrometry for breath analysis. 一种基于热脱附气相色谱与质谱法和离子迁移谱法的新型耦合技术,用于呼气分析。
IF 3.8 4区 医学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-12-27 DOI: 10.1088/1752-7163/ad1615
Hannah Schanzmann, Veronika Ruzsanyi, Parviz Ahmad-Nejad, Ursula Telgheder, Stefanie Sielemann

Exhaled breath analysis is evolving into an increasingly important non-invasive diagnostic tool. Volatile organic compounds (VOCs) in breath contain information about health status and are promising biomarkers for several diseases, including respiratory infections caused by bacteria. To monitor the composition of VOCs in breath or the emission of VOCs from bacteria, sensitive analytical techniques are required. Next to mass spectrometry, ion mobility spectrometry (IMS) is considered a promising analytical tool for detecting gaseous analytes in the parts per billion by volume to parts per trillion by volume range. This work presents a new, dual coupling of thermal desorption gas chromatography to a quadrupole mass spectrometer (MS) and an IMS by operating a simple splitter. Nearly identical retention times can be reached in the range of up to 30 min with slight deviations of 0.06 min-0.24 min. This enables the identification of unknown compounds in the IMS chromatogram using unambiguous mass spectral identification, as there are still no commercially available databases for IMS. It is also possible to discriminate one of the detectors using the splitter to improve detection limits. Using a test liquid mixture of seven ketones, namely 2-butanone, 2-pentanone, 2-hexanone, 2-heptanone, 2-octanone, 2-nonanone, and 2-decanone with a concentration of 0.01 g l-1reproducibilities ranging from 3.0% to 7.6% for MS and 2.2%-5.3%, for IMS were obtained, respectively. In order to test the system optimized here for the field of breath analysis, characteristic VOCs such as ethanol, isoprene, acetone, 2-propanol, and 1-propanol were successfully identified in exhaled air using the dual detector system due to the match of the corresponding IMS, and MS spectra. The presented results may be considered to be a starting point for the greater use of IMS in combination with MS within the medical field.

呼气分析正逐渐发展成为一种日益重要的无创诊断工具。呼气中的挥发性有机化合物(VOCs)包含有关健康状况的信息,是多种疾病(包括由细菌引起的呼吸道感染)的有希望的生物标记物。要监测呼气中挥发性有机化合物的成分或细菌释放的挥发性有机化合物,需要灵敏的分析技术。除质谱法外,离子迁移谱法也被认为是一种很有前途的分析工具,可用于检测十亿分之一至万亿分之一的气态分析物。这项工作通过操作一个简单的分离器,将热脱附气相色谱法与四极杆质谱仪和离子迁移谱仪进行了新型的双重耦合。在长达 30 分钟的范围内,保留时间几乎完全相同,只有 0.06 至 0.24 分钟的微小偏差。由于目前还没有商业化的 IMS 数据库,因此可以通过明确的质谱鉴定来识别 IMS 色谱图中的未知化合物。此外,还可以使用分流器对其中一个检测器进行分辨,以提高检测限。使用浓度为 0.01 g l-1 的七种酮类(即 2-丁酮、2-戊酮、2-己酮、2-庚酮、2-辛酮、2-壬酮和 2-癸酮)的测试液体混合物,质谱的重现性从 3.0 % 到 7.6 % 不等,而 IMS 的重现性则从 2.2 % 到 5.3 % 不等。为了测试在呼气分析领域所优化的系统,使用双检测器系统成功鉴定了呼出空气中的乙醇、异戊二烯、丙酮、2-丙醇和 1-丙醇等特征挥发性有机化合物,因为相应的 IMS 和 MS 图谱相匹配。这些结果可被视为在医疗领域更广泛使用 IMS 和 MS 的起点。
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引用次数: 0
Impact of thermal desorption tubes on the variability of exhaled breath data. 热解吸管对呼气数据变异性的影响。
IF 3.8 4区 医学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-12-22 DOI: 10.1088/1752-7163/ad15a3
Anne E Jung, Christina N Davidson, Christopher J Land, Aubrianne I Dash, Barlow T Guess, Heidi S Edmonds, Rhonda L Pitsch, Sean W Harshman

Due to the overall low abundance of volatile compounds in exhaled breath, it is necessary to preconcentrate the sample prior to traditional thermal desorption (TD) gas chromatography mass spectrometry analysis. While certain aspects of TD tubes, such as volatile storage, have been evaluated, many aspects remain uncharacterized. Two common TD tubes, Tenax TA and Biomonitoring 5TD tubes, were evaluated for background content and flow rate variability. The data illustrate that the Biomonitoring 5TD tubes have the highest number (23) and abundance of background contamination greater than 3x the mean noise when compared to Tenax TA (13) and empty tubes (9). Tentative identifications of the compounds in the background contamination experiment show that greater than 59% (16/27) of the compounds identified have been reported in the breath literature. The data illustrate the TD tube background abundance could account for more than 70% of the chromatographic signal from exhaled breath for these select compounds. Flow rate measurements of 200 Tenax TA and 200 Biomonitoring 5TD tubes show a large range in measured flow rates among the TD tubes (Tenax: 252.9-284.0 ml min-1, 5TD: 220.6-255.1 ml min-1). Finally, TD tubes of each type, Tenax TA and Biomonitoring 5TD, previously established to have high, medium, and low flow rates, show insignificant differences (p> 0.05) among the tubes of different flow rates, using both gas standards and an exhaled breath from a peppermint experiment. Collectively, these results establish overall background compounds attributed to each TD tube type tested. Additionally, while measured flow rate variability is present and plausibly impacts exhaled breath results, the data demonstrate no statistically significant difference was observed between tubes showing high, medium, and low flow rates from two separate sample types.

由于呼出气体中挥发性化合物的总体丰度较低,因此在进行传统的热脱附气相色谱质谱分析(TD-GC-MS)之前,有必要对样品进行预浓缩。虽然已经对热解吸附管的某些方面(如挥发物储存)进行了评估,但许多方面仍未定性。我们对 Tenax TA 和 Biomonitoring 5TD 这两种常见的热解吸附管进行了背景含量和流速变化的评估。数据表明,与 Tenax TA 管(13 个)和空管(9 个)相比,Biomonitoring 5TD 管的本底污染数量最多(23 个),丰度超过平均噪声的 3 倍。背景污染实验中化合物的初步鉴定结果表明,59%以上(16/27)的已鉴定化合物在呼吸文献中已有报道。这些数据表明,TD 管的背景丰度可能占呼气中这些特定化合物色谱信号的 70% 以上。对 200 支 Tenax TA 和 200 支 Biomonitoring 5TD 管进行的流速测量显示,TD 管的流速测量值范围很大(Tenax:252.9-284.0mL min-1,5TD:220.6-255.1mL min-1)。最后,Tenax TA 和 Biomonitoring 5TD 这两种类型的 TD 管以前分别被确定为具有高、中和低流速,在使用气体标准和薄荷实验呼出的气体时,不同流速的 TD 管之间的差异不显著(p>0.05)。总之,这些结果确定了每种测试的 TD 管类型的总体背景化合物。此外,虽然测得的流速存在变化,并可能对呼气结果产生影响,但数据表明,从两种不同的样品类型中观察到的高、中、低流速试管之间没有统计学意义上的显著差异。
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引用次数: 0
Preservation of exhaled breath samples for analysis by off-line SESI-HRMS: proof-of-concept study. 保存呼气样本用于离线SESI-HRMS分析:概念验证研究。
IF 3.8 4区 医学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-12-13 DOI: 10.1088/1752-7163/ad10e1
Rosa A Sola-Martínez, Jiafa Zeng, Mo Awchi, Amanda Gisler, Kim Arnold, Kapil Dev Singh, Urs Frey, Manuel Cánovas Díaz, Teresa de Diego Puente, Pablo Sinues

Secondary electrospray ionization-high resolution mass spectrometry (SESI-HRMS) is an established technique in the field of breath analysis characterized by its short analysis time, as well as high levels of sensitivity and selectivity. Traditionally, SESI-HRMS has been used for real-time breath analysis, which requires subjects to be at the location of the analytical platform. Therefore, it limits the possibilities for an introduction of this methodology in day-to-day clinical practice. However, recent methodological developments have shown feasibility on the remote sampling of exhaled breath in Nalophan® bags prior to measurement using SESI-HRMS. To further explore the range of applications of this method, we conducted a proof-of-concept study to assess the impact of the storage time of exhaled breath in Nalophan® bags at different temperatures (room temperature and dry ice) on the relative intensities of the compounds. In addition, we performed a detailed study of the storage effect of 27 aldehydes related to oxidative stress. After 2 h of storage, the mean of intensity of allm/zsignals relative to the samples analyzed without prior storage remained above 80% at both room temperature and dry ice. For the 27 aldehydes, the mean relative intensity losses were lower than 20% at 24 h of storage, remaining practically stable since the first hour of storage following sample collection. Furthermore, the mean relative intensity of most aldehydes in samples stored at room temperature was higher than those stored in dry ice, which could be related to water vapor condensation issues. These findings indicate that the exhaled breath samples could be preserved for hours with a low percentage of mean relative intensity loss, thereby allowing more flexibility in the logistics of off-line SESI-HRMS studies.

二次电喷雾电离-高分辨率质谱法(SESI-HRMS)是呼气分析领域的一种成熟技术,具有分析时间短、灵敏度高、选择性好等特点。传统上,SESI-HRMS已用于实时呼吸分析,这需要受试者在分析平台的位置。因此,它限制了在日常临床实践中引入这种方法的可能性。然而,最近的方法学发展表明,在使用SESI-HRMS进行测量之前,对纳洛芬®袋中的呼出气体进行远程采样是可行的。为了进一步探索该方法的应用范围,我们进行了一项概念验证研究,以评估在不同温度(室温和干冰)下呼出气体在纳洛芬®袋中的储存时间对化合物相对强度的影响。此外,我们还对27种醛类化合物与氧化应激相关的贮藏效应进行了详细的研究。在室温和干冰条件下,所有m/z信号相对于未事先储存的样品的平均强度保持在80%以上。对于27种醛,24小时的平均相对强度损失低于20%,从样品采集后的第一个小时起几乎保持稳定。此外,室温下保存的样品中大多数醛的平均相对强度高于干冰中保存的样品,这可能与水蒸气凝结问题有关。这些发现表明,呼出气体样本可以保存数小时,平均相对强度损失百分比较低,从而使脱机SESI-HRMS研究的后勤工作更具灵活性。
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引用次数: 0
Device comparison study to measure nasal nitric oxide in relation to primary ciliary dyskinesia 测量与原发性睫状肌运动障碍有关的鼻腔一氧化氮的设备比较研究
IF 3.8 4区 医学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-12-13 DOI: 10.1088/1752-7163/ad10f9
Nils Oskar Jõgi, Karin Ersson, Kjell Alving, Christina Krantz, Andrei Malinovschi
Primary ciliary dyskinesia (PCD) is a genetic respiratory disease characterized by chronic cough, recurrent respiratory infections, and rhinosinusitis. The measurement of nasal nitric oxide (nNO) against resistance has been suggested as a sensitive screening method. However, current recommendations argue for the use of expensive, chemiluminescence devices to measure nNO. This study aimed to compare nNO measurement using three different devices in distinguishing PCD patients from healthy controls and cystic fibrosis (CF) patients and to evaluate their diagnostic precision. The study included 16 controls, 16 PCD patients, and 12 CF patients matched for age and sex. nNO measurements were performed using a chemiluminescence device (Eco Medics CLD 88sp), and two devices based on electrochemical sensors (Medisoft FeNO+ and NIOX Vero) following standardized guidelines. Correlation estimation, Bland–Altman, ROC curve, and one-way ANOVA were used to assess device differences and diagnostic performance. Significantly lower nNO output values were observed in PCD and CF patients compared to controls during exhalation against resistance. The correlation analysis showed high agreement among the three devices. ROC curve analysis demonstrated 100% sensitivity and specificity at different cut-off values for all devices in distinguishing PCD patients from controls (optimal cut-offs: EcoMedics 73, Medisoft 92 and NIOX 87 (nl min−1 )). Higher nNO output values were obtained with the Medisoft and NIOX devices as compared to the EcoMedics device, with a bias of−19 nl min−1 (95% CI: −73–35) and −21 nl min−1 (−73–31) accordingly. These findings indicate that all three tested devices can potentially serve as diagnostic tools for PCD if device specific cut-off values are used. This last-mentioned aspect warrants further studies and consideration in defining optimal cut-offs for individual device.
原发性睫状肌运动障碍(PCD)是一种遗传性呼吸系统疾病,以慢性咳嗽、反复呼吸道感染和鼻炎为特征。有人建议将鼻腔一氧化氮(nNO)抗阻性测量作为一种灵敏的筛查方法。然而,目前的建议主张使用昂贵的化学发光设备来测量 nNO。本研究旨在比较使用三种不同设备测量一氧化氮对 PCD 患者与健康对照组和囊性纤维化(CF)患者的区分效果,并评估其诊断精确度。nNO 测量采用了一种化学发光设备(Eco Medics CLD 88sp)和两种基于电化学传感器的设备(Medisoft FeNO+ 和 NIOX Vero),并遵循了标准化指南。相关性估计、Bland-Altman、ROC 曲线和单向方差分析用于评估设备差异和诊断性能。与对照组相比,PCD 和 CF 患者在呼气对抗阻力时的 nNO 输出值明显较低。相关性分析表明三种设备之间的一致性很高。ROC 曲线分析表明,在不同的截断值下,所有设备在区分 PCD 患者和对照组方面的灵敏度和特异性均为 100%(最佳截断值:EcoMedics 73、Medical 73、EcoMedics 73、Medical 73):EcoMedics 73、Medisoft 92 和 NIOX 87 (nl min-1 ))。与 EcoMedics 设备相比,Medisoft 和 NIOX 设备获得的 nNO 输出值更高,偏差分别为-19 nl min-1 (95% CI:-73-35)和-21 nl min-1 (-73-31)。这些结果表明,如果使用特定的临界值,所有三种测试设备都有可能成为 PCD 的诊断工具。最后提到的这一点值得进一步研究和考虑,以确定每个设备的最佳临界值。
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引用次数: 0
Breath Summit 2024: International CONGRESS FOR BREATH RESEARCH. 呼吸高峰2024:为呼吸研究的国际会议。
IF 3.8 4区 医学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-12-04 DOI: 10.1088/1752-7163/ad108e
Joachim Pleil, Michael D Davis
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引用次数: 0
A clinical proteomics study of exhaled breath condensate and biomarkers for pulmonary embolism. 呼气冷凝物和肺栓塞生物标志物的临床蛋白质组学研究。
IF 3.8 4区 医学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-11-17 DOI: 10.1088/1752-7163/ad0aaa
Inger Lise Gade, Signe Juul Riddersholm, Thomas Stilling-Vinther, Rasmus Froberg Brøndum, Tue Bjerg Bennike, Bent Honoré

Pulmonary embolism (PE) can be a diagnostic challenge. Current diagnostic markers for PE are unspecific and new diagnostic tools are needed. The air we exhale is a possible new source for biomarkers which can be tapped into by analysing the exhaled breath condensate (EBC). We analysed the EBC from patients with PE and controls to investigate if the EBC is a useful source for new diagnostic biomarkers of PE. We collected and analysed EBC samples from patients with suspected PE and controls matched on age and sex. Patients in whom PE was ruled out after diagnostic work-up were included in the control group to increase the sensitivity and generalizability of the identified markers. EBC samples were collected using an RTube™. The protein composition of the EBCs were analysed using data dependent label-free quantitative nano liquid chromatography-tandem mass spectrometry. EBC samples from 28 patients with confirmed PE, and 49 controls were analysed. A total of 928 EBC proteins were identified in the 77 EBC samples. As expected, a low protein concentration was determined which resulted in many proteins with unmeasurable levels in several samples. The levels of HSPA5, PEBP1 and SFTPA2 were higher and levels of POF1B, EPPK1, PSMA4, ALDOA, and CFL1 were lower in PE compared with controls. In conclusion, the human EBC contained a variety of endogenous proteins and may be a source for new diagnostic markers of PE and other diseases.

肺栓塞(PE)可能是一个诊断挑战。目前PE的诊断标志物是非特异性的,需要新的诊断工具。我们呼出的空气是生物标志物的一个可能的新来源,可以通过分析呼出的呼吸冷凝物(EBC)来利用它。我们分析了PE患者和对照组的EBC,以研究EBC是否是PE新诊断生物标志物的有用来源。将诊断检查后排除PE的患者纳入对照组,以提高已识别标志物的敏感性和可推广性。使用RTube采集EBC样本™. 使用数据依赖性无标记定量纳米液相色谱-串联质谱法分析EBCs的蛋白质组成。对28名确诊PE患者和49名对照组的EBC样本进行了分析。在77个EBC样品中共鉴定出928个EBC蛋白。正如预期的那样,确定了低蛋白质浓度,这导致在几个样品中许多蛋白质的水平无法测量。与对照组相比,PE中HSPA5、PEBP1和SFTPA2的水平较高,POF1B、EPPK1、PSMA4、ALDOA和CFL1的水平较低。总之,人类EBC含有多种内源性蛋白质,可能是PE和其他疾病新诊断标志物的来源。该项目在ClinicalTrials.gov上注册(标识符NCT04010760)。
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引用次数: 0
A benchmark study of data normalisation methods for PTR-TOF-MS exhaled breath metabolomics. PTR-TOF-MS呼气代谢组学数据归一化方法的基准研究。
IF 3.8 4区 医学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-11-10 DOI: 10.1088/1752-7163/ad08ce
Camille Roquencourt, Elodie Lamy, Emmanuelle Bardin, Philippe Devillier, Stanislas Grassin-Delyle

Volatilomics is the branch of metabolomics dedicated to the analysis of volatile organic compounds in exhaled breath for medical diagnostic or therapeutic monitoring purposes. Real-time mass spectrometry (MS) technologies such as proton transfer reaction (PTR) MS are commonly used, and data normalisation is an important step to discard unwanted variation from non-biological sources, as batch effects and loss of sensitivity over time may be observed. As normalisation methods for real-time breath analysis have been poorly investigated, we aimed to benchmark known metabolomic data normalisation methods and apply them to PTR-MS data analysis. We compared seven normalisation methods, five statistically based and two using multiple standard metabolites, on two datasets from clinical trials for COVID-19 diagnosis in patients from the emergency department or intensive care unit. We evaluated different means of feature selection to select the standard metabolites, as well as the use of multiple repeat measurements of ambient air to train the normalisation methods. We show that the normalisation tools can correct for time-dependent drift. The methods that provided the best corrections for both cohorts were probabilistic quotient normalisation and normalisation using optimal selection of multiple internal standards. Normalisation also improved the diagnostic performance of the machine learning models, significantly increasing sensitivity, specificity and area under the receiver operating characteristic (ROC) curve for the diagnosis of COVID-19. Our results highlight the importance of adding an appropriate normalisation step during the processing of PTR-MS data, which allows significant improvements in the predictive performance of statistical models.Clinical trials: VOC-COVID-Diag (EudraCT 2020-A02682-37); RECORDS trial (EudraCT 2020-000296-21).

背景:Volatilomics是代谢组学的一个分支,专门用于分析呼出气体中的挥发性有机化合物(VOC),用于医学诊断或治疗监测目的。通常使用实时质谱技术,如质子转移反应质谱法(PTR-MS),数据归一化是丢弃非生物来源的不必要变化的重要步骤,因为可能会观察到批次效应和灵敏度随时间的损失。由于实时呼吸分析的归一化方法研究不足,我们旨在对已知的代谢组学数据归一化方法进行基准测试,并将其应用于PTR-MS数据分析。方法:我们在急诊科或重症监护室患者新冠肺炎诊断临床试验的两个数据集上比较了七种标准化方法,其中五种基于统计学,两种使用多种标准代谢物。我们评估了选择标准代谢物的不同特征选择方法,以及使用环境空气的多次重复测量来训练归一化方法。结果:我们表明归一化工具可以校正时间依赖漂移。为两个队列提供最佳校正的方法是概率商归一化和使用多个内部标准的最优选择的归一化。归一化还提高了机器学习模型的诊断性能,显著提高了诊断COVID-19的敏感性、特异性和ROC曲线下面积。结论:我们的结果强调了在PTR-MS数据处理过程中添加适当归一化步骤的重要性,这允许统计模型的预测性能的显著改进 ;临床试验:VOC新冠肺炎诊断(EudraCT 2020-A02682-37);RECORDS试验(EudraCT 2020-000296-21);关键词:数据标准化,PTR-TOF-MS,机器学习,呼气 。
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引用次数: 0
Inflammatory markers in exhaled breath condensate in nonasthmatic children with food allergy. 食物过敏的非哮喘儿童呼出气体冷凝液中的炎症标志物。
IF 3.8 4区 医学 Q1 BIOCHEMICAL RESEARCH METHODS Pub Date : 2023-11-09 DOI: 10.1088/1752-7163/ad02b5
Ozge Yilmaz, Seda Tunca, Adem Yasar, Merve Ocalan, Fatma Taneli, Hasan Yuksel

Allergy is a systemic inflammation; therefore, although the allergic symptom may be seen in a specific organ system, the effects of this inflammation may be seen in other organs. interleukin (IL) IL4, IL5 and IL13 are the major Th2 cytokines and e-cadherin is an epithelial barrier protein. The objective of this research was to assess indicators of inflammation specific to Th2 responses and proteins related to the protective barrier of the airway's inner lining. These assessments were conducted using exhaled breath condensate (EBC), which provides insights into peripheral airway conditions of children suffering from food allergies. The study had 24 patients with food allergy and 24 control individuals younger than three years of age with no history of food reaction. The diagnosis of food allergy was based on food allergen-specific IgE and skin prick test positivity in our clinic and oral food testing in selected cases. EBC samples were obtained by Ecoscreen (Jaegar, Hoechberg, Germany). IL4, IL5, IL13 and E-cadherin levels were measured in these samples by enzyme linked immunoassay. The group of children with food allergies, consisting mainly of 14 girls, had a median age of 16 months, whereas the control group, which included 11 girls, had a median age of 15 months (p= 0.89). Comparing the two groups, children with food allergies exhibited notably lower levels of IL-13 in the EBC compared to the control group (median values of 59.14 and 76.36, respectively,p= 0.02). Conversely, the concentration of IL-4 in the EBC was significantly higher in children with food allergies (median values of 1.94 and 1.29, respectively,p= 0.003). However, the levels of IL-5 and e-cadherin showed no significant differences between the two groups (withp-values of 0.74 and 0.09, respectively) as shown in table1. High level of IL-4 despite the low level of IL-13 in the EBC of children having food allergy may be indicative of an early inflammatory phase that is not yet in the effector phase. Studies about the evolution of this process later in life are needed to assess the role of airway inflammation in children with food allergy who develop asthma.

摘要 ;简介:过敏是一种全身性炎症;因此,尽管过敏症状可能出现在特定的器官系统中,但这种炎症的影响可能出现在其他器官中。IL4、IL5和IL13是主要的Th2细胞因子并且e-粘附素是上皮屏障蛋白。本研究的目的是评估Th2反应特异性炎症指标和与气道内衬保护屏障相关的蛋白质。这些评估是使用呼出的冷凝液进行的,它可以深入了解食物过敏儿童的局部气道状况 ;材料和方法:本研究有24名食物过敏患者和24名三岁以下无食物反应史的对照者。食物过敏的诊断是基于我们诊所的食物过敏原特异性IgE和皮肤点刺试验阳性,以及选定病例的口服食物试验。呼气冷凝物(EBC)样品通过Ecoscreen(Jaegar,Hoechberg,德国)获得。通过ELISA测定这些样品中的IL4-5-13和E-钙粘蛋白水平 ;结果:食物过敏儿童组(主要由14名女孩组成)的中位年龄为16个月,而对照组(包括11名女孩)的中位数年龄为15个月(p=0.89),与对照组相比,食物过敏儿童呼出的呼气冷凝液(EBC)中的IL-13水平显著较低(中值分别为59.14和76.36,p=0.02)。相反,食物过敏的儿童呼出的EBC中的IL-4浓度显著较高(中值分别是1.94和1.29,p=0.003)。然而,IL-5和e-钙粘蛋白的水平在两组之间没有显示出显著差异(p值分别为0.74和0.09),如表1所示;结论:尽管食物过敏儿童的EBC中IL-13水平较低,但IL-4水平较高,这可能表明早期炎症阶段尚未进入效应期。需要对这一过程在以后生活中的演变进行研究,以评估气道炎症在食物过敏儿童哮喘中的作用 ;关键词:IL-4,IL-5,IL-13,E-钙粘蛋白。
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Journal of breath research
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