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Li H, Zhang Y, Du X, Xiao W. Oxygen enhanced plasma discharge and its application as carrier gas for high-field asymmetric ion mobility spectroscopy. Anal Bioanal Chem 2025; 417:2111-2120. [PMID: 40067472 DOI: 10.1007/s00216-025-05799-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Revised: 02/06/2025] [Accepted: 02/07/2025] [Indexed: 04/02/2025]
Abstract
This paper explores the application of a helium-oxygen mixture in gas curtain plasma ion source (GCP)-high-field asymmetric ion mobility spectroscopy (FAIMS). A gas mixture of oxygen and helium gases has been employed as the discharge gas. The experiments were conducted using 2-butanone, acetone, methanol, and ethanol as the sample under a radio frequency field strength of 20.3 kV/cm. When the flow rate of the discharge gas is fixed at 0.8 L/min and the helium oxygen mixture ratio is fixed at 7:1, the maximum ion signal can be obtained. With the flow rate of the carrier gas fixed at 1.2 L/min, using 100% oxygen as the carrier gas resulted in a 2.85-fold increase in signal intensity and a 72.67-fold improvement in resolution compared to a mixture of oxygen and nitrogen, as well as 100% nitrogen. Therefore, adding oxygen can not only improve the detection sensitivity of FAIMS, but also enhance its resolution.
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Affiliation(s)
- Hua Li
- School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin, 541004, China.
| | - Yuqiao Zhang
- School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin, 541004, China
| | - Xiaoxia Du
- School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin, 541004, China.
| | - Wenxiang Xiao
- School of Life and Environmental Sciences, Guilin University of Electronic Technology, Guilin, 541004, China.
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2
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Chen L, Medrano Sandonas L, Traber P, Dianat A, Tverdokhleb N, Hurevich M, Yitzchaik S, Gutierrez R, Croy A, Cuniberti G. MORE-Q, a dataset for molecular olfactorial receptor engineering by quantum mechanics. Sci Data 2025; 12:324. [PMID: 39987132 PMCID: PMC11846975 DOI: 10.1038/s41597-025-04616-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 02/11/2025] [Indexed: 02/24/2025] Open
Abstract
We introduce the MORE-Q dataset, a quantum-mechanical (QM) dataset encompassing the structural and electronic data of non-covalent molecular sensors formed by combining 18 mucin-derived olfactorial receptors with 102 body odor volatilome (BOV) molecules. To have a better understanding of their intra- and inter-molecular interactions, we have performed accurate QM calculations in different stages of the sensor design and, accordingly, MORE-Q splits into three subsets: i) MORE-Q-G1: QM data of 18 receptors and 102 BOV molecules, ii) MORE-Q-G2: QM data of 23,838 BOV-receptor configurations, and iii) MORE-Q-G3: QM data of 1,836 BOV-receptor-graphene systems. Each subset involves geometries optimized using GFN2-xTB with D4 dispersion correction and up to 39 physicochemical properties, including global and local properties as well as binding features, all computed at the tightly converged PBE+D3 level of theory. By addressing BOV-receptor-graphene systems from a QM perspective, MORE-Q can serve as a benchmark dataset for state-of-the-art machine learning methods developed to predict binding features. This, in turn, can provide valuable insights for developing the next-generation mucin-derived olfactory receptor sensing devices.
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Affiliation(s)
- Li Chen
- Institute for Materials Science and Max Bergmann Center for Biomaterials, TUD Dresden University of Technology, 01062, Dresden, Germany
| | - Leonardo Medrano Sandonas
- Institute for Materials Science and Max Bergmann Center for Biomaterials, TUD Dresden University of Technology, 01062, Dresden, Germany.
| | - Philipp Traber
- Institute of Physical Chemistry, Friedrich Schiller University Jena, 07737, Jena, Germany
| | - Arezoo Dianat
- Institute for Materials Science and Max Bergmann Center for Biomaterials, TUD Dresden University of Technology, 01062, Dresden, Germany
| | - Nina Tverdokhleb
- Institute for Materials Science and Max Bergmann Center for Biomaterials, TUD Dresden University of Technology, 01062, Dresden, Germany
| | - Mattan Hurevich
- Institute of Chemistry and Center of Nanotechnology, The Hebrew University of Jerusalem, Jerusalem, 91904, Israel
| | - Shlomo Yitzchaik
- Institute of Chemistry and Center of Nanotechnology, The Hebrew University of Jerusalem, Jerusalem, 91904, Israel
| | - Rafael Gutierrez
- Institute for Materials Science and Max Bergmann Center for Biomaterials, TUD Dresden University of Technology, 01062, Dresden, Germany
| | - Alexander Croy
- Institute of Physical Chemistry, Friedrich Schiller University Jena, 07737, Jena, Germany.
| | - Gianaurelio Cuniberti
- Institute for Materials Science and Max Bergmann Center for Biomaterials, TUD Dresden University of Technology, 01062, Dresden, Germany.
- Dresden Center for Computational Materials Science (DCMS), TUD Dresden University of Technology, 01062, Dresden, Germany.
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3
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Afzal A, Aranan YS, Roberts T, Covington J, Vidal L, Ahmed S, Gill T, Francis N. Diagnostic accuracy of the faecal immunochemical test and volatile organic compound analysis in detecting colorectal polyps: meta-analysis. BJS Open 2024; 9:zrae154. [PMID: 39972538 PMCID: PMC11839406 DOI: 10.1093/bjsopen/zrae154] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 11/03/2024] [Accepted: 11/10/2024] [Indexed: 02/21/2025] Open
Abstract
BACKGROUND For the early detection of colorectal cancer, it is important to identify the premalignant lesions to prevent cancer development. Non-invasive testing methods such as the faecal immunochemical test are well established for the screening and triage of patients with suspected colorectal cancer but are not routinely used for polyps. Additionally, the role of volatile organic compounds has been tested for cancer detection. The aim of this review was to determine the diagnostic accuracy of the faecal immunochemical test and volatile organic compounds in detecting colorectal polyps. METHODS Original articles with diagnostic test accuracy measures for both the faecal immunochemical test and volatile organic compounds for advanced adenomas were included. Four databases including Medical Literature Analysis and Retrieval System Online (MEDLINE), Cumulative Index to Nursing and Allied Health Literature (CINAHL), Embase, and Web of Science were searched. The quality assessment tool for diagnostic accuracy study was used to assess the risk of bias and applicability. Meta-analysis was performed using RStudio® and the combined faecal immunochemical test-volatile organic compounds sensitivity and specificity were computed. RESULTS Twenty-two faecal immunochemical tests and 12 volatile organic compound-related articles were included in the systematic review whilst 18 faecal immunochemical tests and eight volatile organic compound-related studies qualified for the meta-analysis. The estimated pooled sensitivity and specificity of the faecal immunochemical test to diagnose advanced adenoma(s) were 36% (95% c.i. 30 to 41) and 89% (95% c.i. 86 to 91) respectively, with an area under the curve of 0.65, whilst volatile organic compounds pooled sensitivity and specificity was 83% (95% c.i. 70 to 91) and 76% (95% c.i. 60 to 87) respectively, with an area under the curve of 0.84. The combined faecal immunochemical test-volatile organic compounds increased the sensitivity to 89% with a specificity of 67%. CONCLUSION Faecal immunochemical testing has a higher specificity but poor sensitivity for detecting advanced adenomas, while volatile organic compound analysis is more sensitive. The combination of both tests enhances the detection rate of advanced adenomas.
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Affiliation(s)
- Asma Afzal
- Department of Colorectal Surgery, North Tees & Hartlepool NHS Foundation Trust, Stockton-on-Tees, UK
- School of Health & Life Sciences, Teesside University, Middlesbrough, UK
| | | | - Tom Roberts
- Undergraduate Department, University of Bristol, Bristol, UK
| | - James Covington
- Department of School of Engineering, Warwick University, Warwick, UK
| | - Lorena Vidal
- Department of Analytical Chemistry, Nutrition and Food Science, University Institute of Materials and ISABIAL, University of Alicante, Alicante, Spain
| | - Sonia Ahmed
- School of Health & Life Sciences, Teesside University, Middlesbrough, UK
| | - Talvinder Gill
- Department of Colorectal Surgery, North Tees & Hartlepool NHS Foundation Trust, Stockton-on-Tees, UK
| | - Nader Francis
- Department of Surgery, Yeovil Hospital, Southwest Yeovil, UK
- Department of Education and Research, Griffin Institute, London, UK
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Wijsman PC, Goorsenberg AWM, d'Hooghe JNS, Weersink EJM, Fenn DW, Maitland van der Zee AH, Annema JT, Brinkman P, Bonta PI. Exhaled breath analyses for bronchial thermoplasty in severe asthma patients. Respir Med 2024; 225:107583. [PMID: 38447787 DOI: 10.1016/j.rmed.2024.107583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 02/10/2024] [Accepted: 02/28/2024] [Indexed: 03/08/2024]
Abstract
BACKGROUND Bronchial thermoplasty (BT) is a bronchoscopic treatment for severe asthma. Although multiple trials have demonstrated clinical improvement after BT, optimal patient selection remains a challenge and the mechanism of action is incompletely understood. The aim of this study was to examine whether exhaled breath analysis can contribute to discriminate between BT-responders and non-responders at baseline and to explore pathophysiological insights of BT. METHODS Exhaled breath was collected from patients at baseline and six months post-BT. Patients were defined as responders or non-responders based on a half point increase in asthma quality of life questionnaire scores. Gas chromatography-mass spectrometry was used for volatile organic compounds (VOCs) detection and analyses. Analytical workflow consisted of: 1) detection of VOCs that differentiate between responders and non-responders and those that differ between baseline and six months post-BT, 2) identification of VOCs of interest and 3) explore correlations between clinical biomarkers and VOCs. RESULTS Data was available from 14 patients. Nonanal, 2-ethylhexanol and 3-thujol showed a significant difference in intensity between responders and non-responders at baseline (p = 0.04, p = 0.01 and p = 0.03, respectively). After BT, no difference was found in the compound intensity of these VOCs. A negative correlation was observed between nonanal and IgE and BALF eosinophils (r = -0.68, p < 0.01 and r = -0.61, p = 0.02 respectively) and 3-thujol with BALF neutrophils (r = -0.54, p = 0.04). CONCLUSIONS This explorative study identified discriminative VOCs in exhaled breath between BT responders and non-responders at baseline. Additionally, correlations were found between VOC's and inflammatory BALF cells. Once validated, these findings encourage research in breath analysis as a non-invasive easy to apply technique for identifying airway inflammatory profiles and eligibility for BT or immunotherapies in severe asthma.
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Affiliation(s)
- Pieta C Wijsman
- Amsterdam UMC, University of Amsterdam, Department of Pulmonary Medicine, Amsterdam, Netherlands
| | - Annika W M Goorsenberg
- Amsterdam UMC, University of Amsterdam, Department of Pulmonary Medicine, Amsterdam, Netherlands
| | - Julia N S d'Hooghe
- Amsterdam UMC, University of Amsterdam, Department of Pulmonary Medicine, Amsterdam, Netherlands
| | - Els J M Weersink
- Amsterdam UMC, University of Amsterdam, Department of Pulmonary Medicine, Amsterdam, Netherlands
| | - Dominic W Fenn
- Amsterdam UMC, University of Amsterdam, Department of Pulmonary Medicine, Amsterdam, Netherlands
| | | | - Jouke T Annema
- Amsterdam UMC, University of Amsterdam, Department of Pulmonary Medicine, Amsterdam, Netherlands
| | - Paul Brinkman
- Amsterdam UMC, University of Amsterdam, Department of Pulmonary Medicine, Amsterdam, Netherlands
| | - Peter I Bonta
- Amsterdam UMC, University of Amsterdam, Department of Pulmonary Medicine, Amsterdam, Netherlands.
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Fujiki Y, Tanaka T, Yakabe K, Seki N, Akiyama M, Uchida K, Kim YG. Hydrogen gas and the gut microbiota are potential biomarkers for the development of experimental colitis in mice. GUT MICROBIOME (CAMBRIDGE, ENGLAND) 2023; 5:e3. [PMID: 39290658 PMCID: PMC11406375 DOI: 10.1017/gmb.2023.17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 09/26/2023] [Accepted: 10/20/2023] [Indexed: 09/19/2024]
Abstract
Inflammatory bowel disease (IBD) is a chronic disease characterised by repeated relapses and remissions and a high recurrence rate even after symptom resolution. The primary method for IBD diagnosis is endoscopy; however, this method is expensive, invasive, and cumbersome to use serially. Therefore, more convenient and non-invasive methods for IBD diagnosis are needed. In this study, we aimed to identify biological gas markers for the development of gut inflammation. Using dextran sulphate sodium (DSS)-induced colitis mouse models, five biological gases were analysed to identify predictive markers for the development of gut inflammation. Additionally, the correlation between the changes in gas composition, gut microbiota, and inflammatory markers was assessed. The hydrogen (H2) level was found to be negatively correlated with the level of lipocalin-2 (LCN2), a gut inflammation biomarker, and weight loss due to DSS-induced colitis. Furthermore, gut microbes belonging to the Rikenellaceae and Akkermansiaceae families were positively correlated with LCN2 levels and weight loss, whereas Tannerellaceae abundance was negatively correlated with LCN2 level and weight loss and positively correlated with H2 levels. This study provides new insights for IBD diagnosis; the H2 levels in biological gases are a potential biomarker for intestinal inflammation, and specific gut microbes are associated with H2 level changes.
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Affiliation(s)
- Yuta Fujiki
- Research Center for Drug Discovery, Faculty of Pharmacy and Graduate School of Pharmaceutical Sciences, Keio University, Tokyo 105-8512, Japan
- Division of Biochemistry, Faculty of Pharmacy and Graduate School of Pharmaceutical Sciences, Keio University, Tokyo 105-8512, Japan
| | - Takahisa Tanaka
- Department of Materials Engineering, The University of Tokyo, Tokyo 113-8656, Japan
| | - Kyosuke Yakabe
- Research Center for Drug Discovery, Faculty of Pharmacy and Graduate School of Pharmaceutical Sciences, Keio University, Tokyo 105-8512, Japan
- Division of Biochemistry, Faculty of Pharmacy and Graduate School of Pharmaceutical Sciences, Keio University, Tokyo 105-8512, Japan
| | - Natsumi Seki
- Research Center for Drug Discovery, Faculty of Pharmacy and Graduate School of Pharmaceutical Sciences, Keio University, Tokyo 105-8512, Japan
| | - Masahiro Akiyama
- Research Center for Drug Discovery, Faculty of Pharmacy and Graduate School of Pharmaceutical Sciences, Keio University, Tokyo 105-8512, Japan
| | - Ken Uchida
- Department of Materials Engineering, The University of Tokyo, Tokyo 113-8656, Japan
| | - Yun-Gi Kim
- Research Center for Drug Discovery, Faculty of Pharmacy and Graduate School of Pharmaceutical Sciences, Keio University, Tokyo 105-8512, Japan
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Li Y, Wei X, Zhou Y, Wang J, You R. Research progress of electronic nose technology in exhaled breath disease analysis. MICROSYSTEMS & NANOENGINEERING 2023; 9:129. [PMID: 37829158 PMCID: PMC10564766 DOI: 10.1038/s41378-023-00594-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 08/16/2023] [Accepted: 08/17/2023] [Indexed: 10/14/2023]
Abstract
Exhaled breath analysis has attracted considerable attention as a noninvasive and portable health diagnosis method due to numerous advantages, such as convenience, safety, simplicity, and avoidance of discomfort. Based on many studies, exhaled breath analysis is a promising medical detection technology capable of diagnosing different diseases by analyzing the concentration, type and other characteristics of specific gases. In the existing gas analysis technology, the electronic nose (eNose) analysis method has great advantages of high sensitivity, rapid response, real-time monitoring, ease of use and portability. Herein, this review is intended to provide an overview of the application of human exhaled breath components in disease diagnosis, existing breath testing technologies and the development and research status of electronic nose technology. In the electronic nose technology section, the three aspects of sensors, algorithms and existing systems are summarized in detail. Moreover, the related challenges and limitations involved in the abovementioned technologies are also discussed. Finally, the conclusion and perspective of eNose technology are presented.
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Affiliation(s)
- Ying Li
- School of Instrument Science and Opto-Electronics Engineering, Beijing Information Science and Technology University, Beijing, 100192 China
- Laboratory of Intelligent Microsystems, Beijing Information Science and Technology University, Beijing, 100192 China
| | - Xiangyang Wei
- School of Instrument Science and Opto-Electronics Engineering, Beijing Information Science and Technology University, Beijing, 100192 China
- Laboratory of Intelligent Microsystems, Beijing Information Science and Technology University, Beijing, 100192 China
| | - Yumeng Zhou
- School of Instrument Science and Opto-Electronics Engineering, Beijing Information Science and Technology University, Beijing, 100192 China
| | - Jing Wang
- School of Electronics and Information Engineering, Changchun University of Science and Technology, Changchun, 130022 China
| | - Rui You
- School of Instrument Science and Opto-Electronics Engineering, Beijing Information Science and Technology University, Beijing, 100192 China
- Laboratory of Intelligent Microsystems, Beijing Information Science and Technology University, Beijing, 100192 China
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7
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Yeganegi A, Yazdani K, Tasnim N, Fardindoost S, Hoorfar M. Microfluidic integrated gas sensors for smart analyte detection: a comprehensive review. Front Chem 2023; 11:1267187. [PMID: 37767341 PMCID: PMC10520252 DOI: 10.3389/fchem.2023.1267187] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 08/28/2023] [Indexed: 09/29/2023] Open
Abstract
The utilization of gas sensors has the potential to enhance worker safety, mitigate environmental issues, and enable early diagnosis of chronic diseases. However, traditional sensors designed for such applications are often bulky, expensive, difficult to operate, and require large sample volumes. By employing microfluidic technology to miniaturize gas sensors, we can address these challenges and usher in a new era of gas sensors suitable for point-of-care and point-of-use applications. In this review paper, we systematically categorize microfluidic gas sensors according to their applications in safety, biomedical, and environmental contexts. Furthermore, we delve into the integration of various types of gas sensors, such as optical, chemical, and physical sensors, within microfluidic platforms, highlighting the resultant enhancements in performance within these domains.
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Affiliation(s)
| | | | | | | | - Mina Hoorfar
- School of Engineering and Computer Science, University of Victoria, Victoria, BC, Canada
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Li D, Xu C, Xie J, Lee C. Research Progress in Surface-Enhanced Infrared Absorption Spectroscopy: From Performance Optimization, Sensing Applications, to System Integration. NANOMATERIALS (BASEL, SWITZERLAND) 2023; 13:2377. [PMID: 37630962 PMCID: PMC10458771 DOI: 10.3390/nano13162377] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Revised: 08/13/2023] [Accepted: 08/17/2023] [Indexed: 08/27/2023]
Abstract
Infrared absorption spectroscopy is an effective tool for the detection and identification of molecules. However, its application is limited by the low infrared absorption cross-section of the molecule, resulting in low sensitivity and a poor signal-to-noise ratio. Surface-Enhanced Infrared Absorption (SEIRA) spectroscopy is a breakthrough technique that exploits the field-enhancing properties of periodic nanostructures to amplify the vibrational signals of trace molecules. The fascinating properties of SEIRA technology have aroused great interest, driving diverse sensing applications. In this review, we first discuss three ways for SEIRA performance optimization, including material selection, sensitivity enhancement, and bandwidth improvement. Subsequently, we discuss the potential applications of SEIRA technology in fields such as biomedicine and environmental monitoring. In recent years, we have ushered in a new era characterized by the Internet of Things, sensor networks, and wearable devices. These new demands spurred the pursuit of miniaturized and consolidated infrared spectroscopy systems and chips. In addition, the rise of machine learning has injected new vitality into SEIRA, bringing smart device design and data analysis to the foreground. The final section of this review explores the anticipated trajectory that SEIRA technology might take, highlighting future trends and possibilities.
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Affiliation(s)
- Dongxiao Li
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, Singapore; (D.L.); (C.X.); (J.X.)
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore 117608, Singapore
| | - Cheng Xu
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, Singapore; (D.L.); (C.X.); (J.X.)
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore 117608, Singapore
| | - Junsheng Xie
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, Singapore; (D.L.); (C.X.); (J.X.)
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore 117608, Singapore
| | - Chengkuo Lee
- Department of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, Singapore; (D.L.); (C.X.); (J.X.)
- Center for Intelligent Sensors and MEMS (CISM), National University of Singapore, Singapore 117608, Singapore
- NUS Suzhou Research Institute (NUSRI), Suzhou 215123, China
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Yu J, Ding W, Jaishi L, Lin C, Boylan R, Dixit CC, Lamsal BS, He W, Tsow F, Tan S, Zhou Y, Xian X. Diffusion-modulated colorimetric sensor for continuous gas detection. IEEE SENSORS JOURNAL 2023; 23:11404-11411. [PMID: 38093905 PMCID: PMC10715802 DOI: 10.1109/jsen.2023.3268537] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
Due to their high sensitivity and selectivity, low cost, and good compatibility for sensor array integration, colorimetric gas sensors are widely used in hazardous gas detection, food freshness assessment, and gaseous biomarker identification. However, colorimetric gas sensors are usually designed for one-time discrete measurement because the sensing materials are entirely exposed to analytes during the sensing process. The fast consumption of sensing materials limits colorimetric sensors' applications in continuous analytes monitoring, increases the operation complexity and brings challenges for calibration. In this work, we reported a novel sensor design to prolong the lifetime of colorimetric gas sensors by engineering the gas diffusion process to preserve the sensing materials. We compared two geometries for gas diffusion control in a sensing matrix through simulation and experiment on an ammonia sensing platform. We found that the 2-dimensional gas diffusion geometry enabled a better sensor performance, including more stable and higher sensitivity and a more linear response to ammonia concentration compared to 1-dimensional gas diffusion geometry. We also demonstrated the usability of this diffusion-modulated colorimetric sensor for continuous environmental ammonia monitoring.
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Affiliation(s)
- Jingjing Yu
- Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, USA
| | - Wei Ding
- Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, USA
| | - Laxmi Jaishi
- Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, USA
| | - Chenwen Lin
- Center for Bioelectronics and Biosensors, Arizona State University, Tempe, Arizona, 85281, USA
| | - Rachel Boylan
- Center for Bioelectronics and Biosensors, Arizona State University, Tempe, Arizona, 85281, USA
| | | | - Buddhi Sagar Lamsal
- Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, USA
| | - Wei He
- Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, USA
| | - Francis Tsow
- Center for Bioelectronics and Biosensors, Arizona State University, Tempe, Arizona, 85281, USA
| | - Songxin Tan
- Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, USA
| | - Yue Zhou
- Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, USA
| | - Xiaojun Xian
- Department of Electrical Engineering and Computer Science, South Dakota State University, Brookings, South Dakota 57007, USA
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10
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Fournier E, Ratel J, Denis S, Leveque M, Ruiz P, Mazal C, Amiard F, Edely M, Bezirard V, Gaultier E, Lamas B, Houdeau E, Engel E, Lagarde F, Etienne-Mesmin L, Mercier-Bonin M, Blanquet-Diot S. Exposure to polyethylene microplastics alters immature gut microbiome in an infant in vitro gut model. JOURNAL OF HAZARDOUS MATERIALS 2023; 443:130383. [PMID: 36444070 DOI: 10.1016/j.jhazmat.2022.130383] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/22/2022] [Revised: 11/08/2022] [Accepted: 11/09/2022] [Indexed: 06/16/2023]
Abstract
Infants are characterized by an immaturity of the gut ecosystem and a high exposure to microplastics (MPs) through diet, dust and suckling. However, the bidirectional interactions between MPs and the immature infant intestinal microbiota remain unknown. Our study aims to investigate the impact of chronic exposure to polyethylene (PE) MPs on the gut microbiota and intestinal barrier of infants, using the new Toddler mucosal Artificial Colon coupled with a co-culture of epithelial and mucus-secreting cells. Gut microbiota composition was determined by 16S metabarcoding and microbial activities were evaluated by gas, short chain fatty acid and volatolomics analyses. Gut barrier integrity was assessed via evaluation of intestinal permeability, inflammation and mucus synthesis. Exposure to PE MPs induced gut microbial shifts increasing α-diversity and abundance of potentially harmful pathobionts, such as Dethiosulfovibrionaceae and Enterobacteriaceae. Those changes were associated to butyrate production decrease and major changes in volatile organic compounds profiles. In contrast, no significant impact of PE MPs on the gut barrier, as mediated by microbial metabolites, was reported. For the first time, this study indicates that ingestion of PE MPs can induce perturbations in the gut microbiome of infants. Next step would be to further investigate the potential vector effect of MPs.
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Affiliation(s)
- Elora Fournier
- Université Clermont Auvergne, INRAE, UMR 454 MEDIS, F-63000 Clermont-Ferrand, France; Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Jeremy Ratel
- INRAE, UR QuaPA, MASS Team, F-63122 Saint-Genès-Champanelle, France
| | - Sylvain Denis
- Université Clermont Auvergne, INRAE, UMR 454 MEDIS, F-63000 Clermont-Ferrand, France
| | - Mathilde Leveque
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Philippe Ruiz
- Université Clermont Auvergne, INRAE, UMR 454 MEDIS, F-63000 Clermont-Ferrand, France
| | - Carine Mazal
- Université Clermont Auvergne, INRAE, UMR 454 MEDIS, F-63000 Clermont-Ferrand, France
| | - Frederic Amiard
- Le Mans Université, IMMM UMR-CNRS 6283, Avenue Olivier Messiaen, F-72085 Cedex 9 Le Mans, France
| | - Mathieu Edely
- Le Mans Université, IMMM UMR-CNRS 6283, Avenue Olivier Messiaen, F-72085 Cedex 9 Le Mans, France
| | - Valerie Bezirard
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Eric Gaultier
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Bruno Lamas
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Eric Houdeau
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Erwan Engel
- INRAE, UR QuaPA, MASS Team, F-63122 Saint-Genès-Champanelle, France
| | - Fabienne Lagarde
- Le Mans Université, IMMM UMR-CNRS 6283, Avenue Olivier Messiaen, F-72085 Cedex 9 Le Mans, France
| | - Lucie Etienne-Mesmin
- Université Clermont Auvergne, INRAE, UMR 454 MEDIS, F-63000 Clermont-Ferrand, France
| | - Muriel Mercier-Bonin
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France.
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11
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Fournier E, Leveque M, Ruiz P, Ratel J, Durif C, Chalancon S, Amiard F, Edely M, Bezirard V, Gaultier E, Lamas B, Houdeau E, Lagarde F, Engel E, Etienne-Mesmin L, Blanquet-Diot S, Mercier-Bonin M. Microplastics: What happens in the human digestive tract? First evidences in adults using in vitro gut models. JOURNAL OF HAZARDOUS MATERIALS 2023; 442:130010. [PMID: 36182891 DOI: 10.1016/j.jhazmat.2022.130010] [Citation(s) in RCA: 49] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Revised: 09/08/2022] [Accepted: 09/15/2022] [Indexed: 06/16/2023]
Abstract
Microplastics (MPs) are ubiquitous in the environment and humans are inevitably exposed to them. However, the effects of MPs in the human digestive environment are largely unknown. The aim of our study was to investigate the impact of repeated exposure to polyethylene (PE) MPs on the human gut microbiota and intestinal barrier using, under adult conditions, the Mucosal Artificial Colon (M-ARCOL) model, coupled with a co-culture of intestinal epithelial and mucus-secreting cells. The composition of the luminal and mucosal gut microbiota was determined by 16S metabarcoding and microbial activities were characterized by gas, short chain fatty acid, volatolomic and AhR activity analyses. Gut barrier integrity was assessed via intestinal permeability, inflammation and mucin synthesis. First, exposure to PE MPs induced donor-dependent effects. Second, an increase in abundances of potentially harmful pathobionts, Desulfovibrionaceae and Enterobacteriaceae, and a decrease in beneficial bacteria such as Christensenellaceae and Akkermansiaceae were observed. These bacterial shifts were associated with changes in volatile organic compounds profiles, notably characterized by increased indole 3-methyl- production. Finally, no significant impact of PE MPs mediated by changes in gut microbial metabolites was reported on the intestinal barrier. Given these adverse effects of repeated ingestion of PE MPs on the human gut microbiota, studying at-risk populations like infants would be a valuable advance.
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Affiliation(s)
- Elora Fournier
- Université Clermont Auvergne, INRAE, UMR 454 MEDIS, F-63000 Clermont-Ferrand, France; Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Mathilde Leveque
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Philippe Ruiz
- Université Clermont Auvergne, INRAE, UMR 454 MEDIS, F-63000 Clermont-Ferrand, France
| | - Jeremy Ratel
- INRAE, UR QuaPA, F-63122 Saint-Genès-Champanelle, France
| | - Claude Durif
- Université Clermont Auvergne, INRAE, UMR 454 MEDIS, F-63000 Clermont-Ferrand, France
| | - Sandrine Chalancon
- Université Clermont Auvergne, INRAE, UMR 454 MEDIS, F-63000 Clermont-Ferrand, France
| | - Frederic Amiard
- Le Mans Université, IMMM UMR-CNRS 6283, Avenue Olivier Messiaen, F-72085, Le Mans Cedex 9, France
| | - Mathieu Edely
- Le Mans Université, IMMM UMR-CNRS 6283, Avenue Olivier Messiaen, F-72085, Le Mans Cedex 9, France
| | - Valerie Bezirard
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Eric Gaultier
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Bruno Lamas
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Eric Houdeau
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France
| | - Fabienne Lagarde
- Le Mans Université, IMMM UMR-CNRS 6283, Avenue Olivier Messiaen, F-72085, Le Mans Cedex 9, France
| | - Erwan Engel
- INRAE, UR QuaPA, F-63122 Saint-Genès-Champanelle, France
| | - Lucie Etienne-Mesmin
- Université Clermont Auvergne, INRAE, UMR 454 MEDIS, F-63000 Clermont-Ferrand, France
| | | | - Muriel Mercier-Bonin
- Toxalim, Research Centre in Food Toxicology, INRAE, ENVT, INP-Purpan, UPS, Université de Toulouse, F-31000 Toulouse, France.
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12
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Mass spectrometry for breath analysis. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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13
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Kaaliveetil S, Yang J, Alssaidy S, Li Z, Cheng YH, Menon NH, Chande C, Basuray S. Microfluidic Gas Sensors: Detection Principle and Applications. MICROMACHINES 2022; 13:1716. [PMID: 36296069 PMCID: PMC9607434 DOI: 10.3390/mi13101716] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 10/08/2022] [Accepted: 10/09/2022] [Indexed: 06/16/2023]
Abstract
With the rapid growth of emerging point-of-use (POU)/point-of-care (POC) detection technologies, miniaturized sensors for the real-time detection of gases and airborne pathogens have become essential to fight pollution, emerging contaminants, and pandemics. However, the low-cost development of miniaturized gas sensors without compromising selectivity, sensitivity, and response time remains challenging. Microfluidics is a promising technology that has been exploited for decades to overcome such limitations, making it an excellent candidate for POU/POC. However, microfluidic-based gas sensors remain a nascent field. In this review, the evolution of microfluidic gas sensors from basic electronic techniques to more advanced optical techniques such as surface-enhanced Raman spectroscopy to detect analytes is documented in detail. This paper focuses on the various detection methodologies used in microfluidic-based devices for detecting gases and airborne pathogens. Non-continuous microfluidic devices such as bubble/droplet-based microfluidics technology that have been employed to detect gases and airborne pathogens are also discussed. The selectivity, sensitivity, advantages/disadvantages vis-a-vis response time, and fabrication costs for all the microfluidic sensors are tabulated. The microfluidic sensors are grouped based on the target moiety, such as air pollutants such as carbon monoxide and nitrogen oxides, and airborne pathogens such as E. coli and SARS-CoV-2. The possible application scenarios for the various microfluidic devices are critically examined.
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Affiliation(s)
- Sreerag Kaaliveetil
- Department of Chemical and Materials Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Juliana Yang
- Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Saud Alssaidy
- Department of Chemical and Materials Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Zhenglong Li
- Department of Chemical and Materials Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Yu-Hsuan Cheng
- Department of Chemical and Materials Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Niranjan Haridas Menon
- Department of Chemical and Materials Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Charmi Chande
- Department of Chemical and Materials Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA
| | - Sagnik Basuray
- Department of Chemical and Materials Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA
- Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA
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14
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Lightweight Self-Detection and Self-Calibration Strategy for MEMS Gas Sensor Arrays. SENSORS 2022; 22:s22124315. [PMID: 35746097 PMCID: PMC9228328 DOI: 10.3390/s22124315] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2022] [Revised: 06/03/2022] [Accepted: 06/05/2022] [Indexed: 11/25/2022]
Abstract
With the development of Internet of Things (IoT) and edge computing technology, gas sensor arrays based on Micro-Electro-Mechanical System (MEMS) fabrication technique have broad application prospects in intelligent integrated systems, portable devices, and other fields. In such complex scenarios, the normal operation of a gas sensing system depends heavily on the accuracy of the sensor output. Therefore, a lightweight Self-Detection and Self-Calibration strategy for MEMS gas sensor arrays is proposed in this paper to monitor the working status of sensor arrays and correct the abnormal data in real time. Evaluations on real-world datasets indicate that the strategy has high performance of fault detection, isolation, and data recovery. Furthermore, our method has low computation complexity and low storage resource occupation. The board-level verification on CC1350 shows that the average calculation time and running power consumption of the algorithm are 0.28 ms and 9.884 mW. The proposed strategy can be deployed on most resource-limited IoT devices to improve the reliability of gas sensing systems.
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15
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Breath Biomarkers as Disease Indicators: Sensing Techniques Approach for Detecting Breath Gas and COVID-19. CHEMOSENSORS 2022. [DOI: 10.3390/chemosensors10050167] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Extensive research shows that there is a close correlation between a disease diagnostic and the patient’s exhale breath gas composition. It has been demonstrated, for example, that patients with a diabetes diagnosis have a certain level of acetone fume in their exhale breath. Actually, symptoms from many other diseases could be easily diagnosed if appropriate and reliable gas sensing technologies are available. The COVID-19 pandemic has created demand for a cheap and quick screening tool for the disease, where breath biomarker screening could be a very promising approach. It has been shown that COVID-19 patients potentially present a simultaneous increase in ethanal (acetaldehyde) and acetone in their exhale breath. In this paper, we explore two different sensing approaches to detect ethanal/acetone, namely by colorimetric markers, which could for example be integrated into facemasks, and by a breathalyzer containing a functionalized quartz crystal microbalance. Both approaches can successfully detect the presence of a biomarker gas on a person’s breath and this could potentially revolutionize the future of healthcare in terms of non-invasive and early-stage detection of various diseases.
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16
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Sukaram T, Tansawat R, Apiparakoon T, Tiyarattanachai T, Marukatat S, Rerknimitr R, Chaiteerakij R. Exhaled volatile organic compounds for diagnosis of hepatocellular carcinoma. Sci Rep 2022; 12:5326. [PMID: 35351916 PMCID: PMC8964758 DOI: 10.1038/s41598-022-08678-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 03/03/2022] [Indexed: 12/19/2022] Open
Abstract
Volatile organic compounds (VOCs) profile for diagnosis and monitoring therapeutic response of hepatocellular carcinoma (HCC) has not been well studied. We determined VOCs profile in exhaled breath of 97 HCC patients and 111 controls using gas chromatography–mass spectrometry and Support Vector Machine algorithm. The combination of acetone, 1,4-pentadiene, methylene chloride, benzene, phenol and allyl methyl sulfide provided the highest accuracy of 79.6%, with 76.5% sensitivity and 82.7% specificity in the training set; and 55.4% accuracy, 44.0% sensitivity, and 75.0% specificity in the test set. This combination was correlated with the HCC stages demonstrating by the increased distance from the classification boundary when the stage advanced. For early HCC detection, d-limonene provided a 62.8% sensitivity, 51.8% specificity and 54.9% accuracy. The levels of acetone, butane and dimethyl sulfide were significantly altered after treatment. Patients with complete response had a greater decreased acetone level than those with remaining tumor post-treatment (73.38 ± 56.76 vs. 17.11 ± 58.86 (× 106 AU, p = 0.006). Using a cutoff of 35.9 × 106 AU, the reduction in acetone level predicted treatment response with 77.3% sensitivity, 83.3% specificity, 79.4%, accuracy, and AUC of 0.784. This study demonstrates the feasibility of exhaled VOCs as a non-invasive tool for diagnosis, monitoring of HCC progression and treatment response.
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Affiliation(s)
- Thanikan Sukaram
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand
| | - Rossarin Tansawat
- Department of Food and Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences, Chulalongkorn University, Bangkok, Thailand.,Center of Excellence for Innovation and Endoscopy in Gastrointestinal Oncology, Division of Gastroenterology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Terapap Apiparakoon
- Department of Computer Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok, Thailand
| | | | - Sanparith Marukatat
- Image Processing and Understanding Team, Artificial Intelligence Research Group, National Electronics and Computer Technology Center (NECTEC), Bangkok, Thailand
| | - Rungsun Rerknimitr
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand.,Center of Excellence for Innovation and Endoscopy in Gastrointestinal Oncology, Division of Gastroenterology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Roongruedee Chaiteerakij
- Division of Gastroenterology, Department of Medicine, Faculty of Medicine, Chulalongkorn University, and King Chulalongkorn Memorial Hospital, Thai Red Cross Society, Bangkok, Thailand. .,Center of Excellence for Innovation and Endoscopy in Gastrointestinal Oncology, Division of Gastroenterology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand.
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17
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McFarlane M, Arasaradnam RP, Reed B, Daulton E, Wicaksono A, Tyagi H, Covington JA, Nwokolo C. Minimal Gluten Exposure Alters Urinary Volatile Organic Compounds in Stable Coeliac Disease. SENSORS (BASEL, SWITZERLAND) 2022; 22:s22031290. [PMID: 35162037 PMCID: PMC8839331 DOI: 10.3390/s22031290] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Revised: 02/01/2022] [Accepted: 02/03/2022] [Indexed: 05/04/2023]
Abstract
Coeliac disease (CD) patients are distinguishable from healthy individuals via urinary volatile organic compounds (VOCs) analysis. We exposed 20 stable CD patients on gluten-free diet (GFDs) to a 14-day, 3 g/day gluten challenge (GCh), and assessed urinary VOC changes. A control cohort of 20 patients continued on GFD. Urine samples from Days 0, 7, 14, 28 and 56 were analysed using Lonestar FAIMS and Markes Gas Chromatography-Time of Flight-Mass Spectrometer (GC-TOF-MS). VOC signatures on D (day) 7-56 were compared with D0. Statistical analysis was performed using R. In GCh patients, FAIMS revealed significant VOC differences for all time points compared to D0. GC-TOF-MS revealed significant changes at D7 and D14 only. In control samples, FAIMS revealed significant differences at D7 only. GC-TOF-MS detected no significant differences. Chemical analysis via GC-MS-TOF revealed 12 chemicals with significantly altered intensities at D7 vs. D0 for GCh patients. The alterations persisted for six chemicals at D14 and one (N-methyltaurine) remained altered after D14. This low-dose, short-duration challenge was well tolerated. FAIMS and GC-TOF-MS detected VOC signature changes in CD patients when undergoing a minimal GCh. These findings suggest urinary VOCs could have a role in monitoring dietary compliance in CD patients.
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Affiliation(s)
- Michael McFarlane
- Department of Gastroenterology, University Hospitals Coventry and Warwickshire, Clifford Bridge Road, Coventry CV2 2DX, UK; (R.P.A.); (C.N.)
- Correspondence:
| | - Ramesh P. Arasaradnam
- Department of Gastroenterology, University Hospitals Coventry and Warwickshire, Clifford Bridge Road, Coventry CV2 2DX, UK; (R.P.A.); (C.N.)
- Faculty of Health Science, University of Coventry, Coventry CV2 2DX, UK
| | - Beryl Reed
- Department of Dietetics, University Hospitals Coventry and Warwickshire, Clifford Bridge Road, Coventry CV2 2DX, UK;
| | - Emma Daulton
- School of Engineering, University of Warwick, Coventry CV4 7AL, UK; (E.D.); (A.W.); (H.T.); (J.A.C.)
| | - Alfian Wicaksono
- School of Engineering, University of Warwick, Coventry CV4 7AL, UK; (E.D.); (A.W.); (H.T.); (J.A.C.)
| | - Heena Tyagi
- School of Engineering, University of Warwick, Coventry CV4 7AL, UK; (E.D.); (A.W.); (H.T.); (J.A.C.)
| | - James A. Covington
- School of Engineering, University of Warwick, Coventry CV4 7AL, UK; (E.D.); (A.W.); (H.T.); (J.A.C.)
| | - Chuka Nwokolo
- Department of Gastroenterology, University Hospitals Coventry and Warwickshire, Clifford Bridge Road, Coventry CV2 2DX, UK; (R.P.A.); (C.N.)
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18
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Taunk K, Porto-Figueira P, Pereira JAM, Taware R, da Costa NL, Barbosa R, Rapole S, Câmara JS. Urinary Volatomic Expression Pattern: Paving the Way for Identification of Potential Candidate Biosignatures for Lung Cancer. Metabolites 2022; 12:36. [PMID: 35050157 PMCID: PMC8780352 DOI: 10.3390/metabo12010036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 12/13/2021] [Accepted: 12/21/2021] [Indexed: 12/24/2022] Open
Abstract
The urinary volatomic profiling of Indian cohorts composed of 28 lung cancer (LC) patients and 27 healthy subjects (control group, CTRL) was established using headspace solid phase microextraction technique combined with gas chromatography mass spectrometry methodology as a powerful approach to identify urinary volatile organic metabolites (uVOMs) to discriminate among LC patients from CTRL. Overall, 147 VOMs of several chemistries were identified in the intervention groups-including naphthalene derivatives, phenols, and organosulphurs-augmented in the LC group. In contrast, benzene and terpenic derivatives were found to be more prevalent in the CTRL group. The volatomic data obtained were processed using advanced statistical analysis, namely partial least square discriminative analysis (PLS-DA), support vector machine (SVM), random forest (RF), and multilayer perceptron (MLP) methods. This resulted in the identification of nine uVOMs with a higher potential to discriminate LC patients from CTRL subjects. These were furan, o-cymene, furfural, linalool oxide, viridiflorene, 2-bromo-phenol, tricyclazole, 4-methyl-phenol, and 1-(4-hydroxy-3,5-di-tert-butylphenyl)-2-methyl-3-morpholinopropan-1-one. The metabolic pathway analysis of the data obtained identified several altered biochemical pathways in LC mainly affecting glycolysis/gluconeogenesis, pyruvate metabolism, and fatty acid biosynthesis. Moreover, acetate and octanoic, decanoic, and dodecanoic fatty acids were identified as the key metabolites responsible for such deregulation. Furthermore, studies involving larger cohorts of LC patients would allow us to consolidate the data obtained and challenge the potential of the uVOMs as candidate biomarkers for LC.
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Affiliation(s)
- Khushman Taunk
- Proteomics Lab, National Centre for Cell Science (NCCS), Ganeshkhind, SPPU Campus, Pune 411007, India; (K.T.); (R.T.)
| | - Priscilla Porto-Figueira
- CQM—Centro de Química da Madeira, Centro de Ciências Exatas e da Engenharia, Universidade da Madeira, Campus Universitário da Penteada, 9020-105 Funchal, Portugal; (P.P.-F.); (J.A.M.P.)
| | - Jorge A. M. Pereira
- CQM—Centro de Química da Madeira, Centro de Ciências Exatas e da Engenharia, Universidade da Madeira, Campus Universitário da Penteada, 9020-105 Funchal, Portugal; (P.P.-F.); (J.A.M.P.)
| | - Ravindra Taware
- Proteomics Lab, National Centre for Cell Science (NCCS), Ganeshkhind, SPPU Campus, Pune 411007, India; (K.T.); (R.T.)
| | - Nattane Luíza da Costa
- Instituto de Informática, Alameda Palmeiras, Quadra D, Campus Samambaia, Universidade Federal de Goiás, Goiânia 74690-900, GO, Brazil; (N.L.d.C.); (R.B.)
| | - Rommel Barbosa
- Instituto de Informática, Alameda Palmeiras, Quadra D, Campus Samambaia, Universidade Federal de Goiás, Goiânia 74690-900, GO, Brazil; (N.L.d.C.); (R.B.)
| | - Srikanth Rapole
- Proteomics Lab, National Centre for Cell Science (NCCS), Ganeshkhind, SPPU Campus, Pune 411007, India; (K.T.); (R.T.)
| | - José S. Câmara
- CQM—Centro de Química da Madeira, Centro de Ciências Exatas e da Engenharia, Universidade da Madeira, Campus Universitário da Penteada, 9020-105 Funchal, Portugal; (P.P.-F.); (J.A.M.P.)
- Faculdade de Ciências Exatas e da Engenharia, Universidade da Madeira, Campus Universitário da Penteada, 9020-105 Funchal, Portugal
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19
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van de Velde ME, El Hassani SEM, Kaspers GJL, Broertjes J, Benninga MA, de Boer NKH, Budding AE, de Meij TGJ. Prediction of Bloodstream Infection in Pediatric Acute Leukemia by Microbiota and Volatile Organic Compounds Analysis. J Pediatr Hematol Oncol 2022; 44:e152-e159. [PMID: 34133377 DOI: 10.1097/mph.0000000000002210] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Accepted: 03/28/2021] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Bloodstream infections (BSIs) cause treatment-related mortality in pediatric acute leukemia. We explored the potential of intestinal microbiota and fecal volatile organic compounds (VOCs) analyses to predict BSI. METHODS In this case-control study, fecal samples of pediatric acute leukemia patients were collected. Microbiota composition and fecal VOC profiles of BSI cases and matched non-BSI controls were compared. RESULTS In total, 6 patients were included, of which 1 developed BSI and 1 neutropenic fever. Both showed reduced microbial diversity and stability of Bacteroidetes. In the BSI case, Pantoea was identified 15 days before BSI. Significant differences in fecal VOC profiles were measured between the case and controls. CONCLUSION Microbiota and fecal VOC could serve as biomarkers to predict BSI in pediatric leukemia.
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Affiliation(s)
| | - Sofia El Manouni El Hassani
- Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam
| | - Gert Jan L Kaspers
- Departments of Pediatric Oncology
- Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Jorrit Broertjes
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam
| | - Marc A Benninga
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam
| | - Nanne K H de Boer
- Department of Gastroenterology and Hepatology, Amsterdam UMC, Vrije Universiteit Amsterdam, AG&M Research Institute
| | | | - Tim G J de Meij
- Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit Amsterdam
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20
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Drożdż K, Nabrdalik K, Hajzler W, Kwiendacz H, Gumprecht J, Lip GYH. Metabolic-Associated Fatty Liver Disease (MAFLD), Diabetes, and Cardiovascular Disease: Associations with Fructose Metabolism and Gut Microbiota. Nutrients 2021; 14:103. [PMID: 35010976 PMCID: PMC8746577 DOI: 10.3390/nu14010103] [Citation(s) in RCA: 57] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Revised: 12/23/2021] [Accepted: 12/23/2021] [Indexed: 12/13/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) is an increasingly common condition associated with type 2 diabetes (T2DM) and cardiovascular disease (CVD). Since systemic metabolic dysfunction underlies NAFLD, the current nomenclature has been revised, and the term metabolic-associated fatty liver disease (MAFLD) has been proposed. The new definition emphasizes the bidirectional relationships and increases awareness in looking for fatty liver disease among patients with T2DM and CVD or its risk factors, as well as looking for these diseases among patients with NAFLD. The most recommended treatment method of NAFLD is lifestyle changes, including dietary fructose limitation, although other treatment methods of NAFLD have recently emerged and are being studied. Given the focus on the liver-gut axis targeting, bacteria may also be a future aim of NAFLD treatment given the microbiome signatures discriminating healthy individuals from those with NAFLD. In this review article, we will provide an overview of the associations of fructose consumption, gut microbiota, diabetes, and CVD in patients with NAFLD.
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Affiliation(s)
- Karolina Drożdż
- Department of Internal Medicine, Diabetology and Nephrology in Zabrze, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, 40-055 Katowice, Poland; (K.D.); (H.K.); (J.G.); (G.Y.H.L.)
| | - Katarzyna Nabrdalik
- Department of Internal Medicine, Diabetology and Nephrology in Zabrze, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, 40-055 Katowice, Poland; (K.D.); (H.K.); (J.G.); (G.Y.H.L.)
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool L14 3PE, UK
| | - Weronika Hajzler
- Doctoral School, Department of Pediatric Hematology and Oncology in Zabrze, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, 40-055 Katowice, Poland;
| | - Hanna Kwiendacz
- Department of Internal Medicine, Diabetology and Nephrology in Zabrze, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, 40-055 Katowice, Poland; (K.D.); (H.K.); (J.G.); (G.Y.H.L.)
| | - Janusz Gumprecht
- Department of Internal Medicine, Diabetology and Nephrology in Zabrze, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, 40-055 Katowice, Poland; (K.D.); (H.K.); (J.G.); (G.Y.H.L.)
| | - Gregory Y. H. Lip
- Department of Internal Medicine, Diabetology and Nephrology in Zabrze, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, 40-055 Katowice, Poland; (K.D.); (H.K.); (J.G.); (G.Y.H.L.)
- Liverpool Centre for Cardiovascular Science, University of Liverpool and Liverpool Heart & Chest Hospital, Liverpool L14 3PE, UK
- Department of Clinical Medicine, Aalborg University, 9100 Aalborg, Denmark
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21
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Tyagi H, Daulton E, Bannaga AS, Arasaradnam RP, Covington JA. Non-Invasive Detection and Staging of Colorectal Cancer Using a Portable Electronic Nose. SENSORS (BASEL, SWITZERLAND) 2021; 21:5440. [PMID: 34450881 PMCID: PMC8398649 DOI: 10.3390/s21165440] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Revised: 07/30/2021] [Accepted: 07/30/2021] [Indexed: 12/24/2022]
Abstract
Electronic noses (e-nose) offer potential for the detection of cancer in its early stages. The ability to analyse samples in real time, at a low cost, applying easy-to-use and portable equipment, gives e-noses advantages over other technologies, such as Gas Chromatography-Mass Spectrometry (GC-MS). For diseases such as cancer with a high mortality, a technology that can provide fast results for use in routine clinical applications is important. Colorectal cancer (CRC) is among the highest occurring cancers and has high mortality rates, if diagnosed late. In our study, we investigated the use of portable electronic nose (PEN3), with further analysis using GC-TOF-MS, for the analysis of gases and volatile organic compounds (VOCs) to profile the urinary metabolome of colorectal cancer. We also compared the different cancer stages with non-cancers using the PEN3 and GC-TOF-MS. Results obtained from PEN3, and GC-TOF-MS demonstrated high accuracy for the separation of CRC and non-cancer. PEN3 separated CRC from non-cancerous group with 0.81 AUC (Area Under the Curve). We used data from GC-TOF-MS to obtain a VOC profile for CRC, which identified 23 potential biomarker VOCs for CRC. Thus, the PEN3 and GC-TOF-MS were found to successfully separate the cancer group from the non-cancer group.
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Affiliation(s)
- Heena Tyagi
- School of Engineering, University of Warwick, Coventry CV4 7AL, UK; (H.T.); (E.D.)
| | - Emma Daulton
- School of Engineering, University of Warwick, Coventry CV4 7AL, UK; (H.T.); (E.D.)
| | - Ayman S. Bannaga
- Department of Gastroenterology, University Hospital Coventry & Warwickshire, Coventry CV2 2DX, UK; (A.S.B.); (R.P.A.)
- Warwick Medical School, University of Warwick, Coventry CV4 7AL, UK
| | - Ramesh P. Arasaradnam
- Department of Gastroenterology, University Hospital Coventry & Warwickshire, Coventry CV2 2DX, UK; (A.S.B.); (R.P.A.)
- Warwick Medical School, University of Warwick, Coventry CV4 7AL, UK
- School of Health Sciences, Coventry University, Coventry CV1 5FB, UK
- Leicester Cancer Centre, University of Leicester, Leicester LE1 7RH, UK
| | - James A. Covington
- School of Engineering, University of Warwick, Coventry CV4 7AL, UK; (H.T.); (E.D.)
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22
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de-Madaria E. Bile volatile organic compounds, smelling trouble. Endoscopy 2021; 53:737-738. [PMID: 34167162 DOI: 10.1055/a-1312-6330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Affiliation(s)
- Enrique de-Madaria
- Gastroenterology Department, Alicante University General Hospital, ISABIAL, Alicante, Spain.,Department of Clinical Medicine, Faculty of Medicine, Miguel Hernández University, Elche, Spain
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23
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Foo LH, Balan P, Pang LM, Laine ML, Seneviratne CJ. Role of the oral microbiome, metabolic pathways, and novel diagnostic tools in intra-oral halitosis: a comprehensive update. Crit Rev Microbiol 2021; 47:359-375. [PMID: 33653206 DOI: 10.1080/1040841x.2021.1888867] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Halitosis or oral malodor is one of the most common reasons for the patients' visit to the dental clinic, ranking behind only dental caries and periodontitis. In the present times, where social and professional communications are becoming unavoidable, halitosis has become a concern of growing importance. Oral malodor mostly develops due to the putrefaction of substrates by the indigenous bacterial populations. Although culture-based studies have provided adequate information on halitosis, the high throughput omics technologies have amplified the resolution at which oral microbial community can be examined and has led to the detection of a broader range of taxa associated with intra-oral halitosis (IOH). These microorganisms are regulated by the interactions of their ecological processes. Thus to develop effective treatment strategies, it is important to understand the microbial basis of halitosis. In the current review, we provide an update on IOH in context to the role of the oral microbiome, metabolic pathways involved, and novel diagnostic tools, including breathomics. Understanding oral microbiota associated with halitosis from a broader ecological perspective can provide novel insights into one's oral and systemic health. Such information can pave the way for the emergence of diagnostic tools that can revolutionize the early detection of halitosis and various associated medical conditions.
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Affiliation(s)
- Lean Heong Foo
- Department of Restorative Dentistry, Periodontic Unit, National Dental Centre Singapore, Singapore, Singapore.,Oral Health ACP, Duke NUS Medical School, Singapore, Singapore
| | - Preethi Balan
- Oral Health ACP, Duke NUS Medical School, Singapore, Singapore.,Singapore Oral Microbiomics Initiative (SOMI), National Dental Research Institute Singapore (NDRIS), National Dental Centre Singapore, Singapore, Singapore
| | - Li Mei Pang
- Singapore Oral Microbiomics Initiative (SOMI), National Dental Research Institute Singapore (NDRIS), National Dental Centre Singapore, Singapore, Singapore
| | - Marja L Laine
- Department of Periodontology, Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and VU University, Amsterdam, The Netherlands
| | - Chaminda Jayampath Seneviratne
- Oral Health ACP, Duke NUS Medical School, Singapore, Singapore.,Singapore Oral Microbiomics Initiative (SOMI), National Dental Research Institute Singapore (NDRIS), National Dental Centre Singapore, Singapore, Singapore
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24
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Course CW, Watkins J, Muller C, Odd D, Kotecha S, Chakraborty M. Volatile organic compounds as disease predictors in newborn infants: a systematic review. J Breath Res 2021; 15. [PMID: 33530065 DOI: 10.1088/1752-7163/abe283] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 02/02/2021] [Indexed: 11/11/2022]
Abstract
Volatile organic compounds (VOC) detected in human breath, urine, stool, sweat, saliva, and blood result from metabolic processes in the body during health or disease. Using sophisticated measurement systems, small amounts of these compounds can be detected in the above bodily fluids. Multiple studies in adults and children have shown the potential of these compounds to differentiate between healthy individuals and patients by detecting profiles of compounds in non-invasively collected samples. However, the detection of biomarkers in VOCs from neonates is particularly attractive due to the non-invasive nature of its approach, and its ability to track disease progress by longitudinal sampling. In this work we have reviewed the literature on the use of VOCs in neonates and identified areas for future work.
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Affiliation(s)
- Christopher William Course
- University Hospital of Wales, University Hospital of Wales, Cardiff, Cardiff, CF14 4XW, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
| | - John Watkins
- Cardiff University, Cardiff University, Cardiff, CF14 4YS, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
| | - Carsten Muller
- Cardiff University, Cardiff University, Cardiff, CF14 4YS, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
| | - David Odd
- Cardiff University, Cardiff University, Cardiff, CF14 4YS, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
| | - Sailesh Kotecha
- Cardiff University, University Hospital of Wales, Cardiff, CF14 4XW, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
| | - Mallinath Chakraborty
- Cardiff University, University Hospital of Wales, Cardiff, CF10 3AT, UNITED KINGDOM OF GREAT BRITAIN AND NORTHERN IRELAND
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25
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Bannaga AS, Kvasnik F, Persaud K, Arasaradnam RP. Differentiating cancer types using a urine test for volatile organic compounds. J Breath Res 2020; 15:017102. [PMID: 33086204 DOI: 10.1088/1752-7163/abc36b] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
BACKGROUND In the human body, volatile organic compounds (VOCs) are produced by different tissues then secreted in different body fluids and subsequently excreted. Here we explore a non-invasive method for the detection of liver, prostate and bladder cancers. METHODS We recruited 140 cases. There were 31 hepatocellular carcinomas (HCC), 62 prostate carcinomas, 29 bladder carcinomas and 18 non-cancer cases. Male to female ratio was 5:1 and mean age was 72 years. Urinary VOCs were detected by applying solid-phase microextraction (SPME) technique. RESULTS The sensitivity for detection of HCC with normal alpha fetoprotein (AFP) was 68% (SE 0.06, 95% CI 0.54 to 0.81 and P < 0.005). The VOCs sensitivity in the detection of HCC cases with raised AFP was 83%. (SE 0.05, 95% CI 0.73 to 0.93 and P < 0.0001). The VOCs sensitivity for prostate cancer detection was 70% (SE 0.049, 95% CI 0.60 to 0.79 and P < 0.0002) and sensitivity for bladder cancer detection was 81% (SE 0.052, 95% CI 0.70 to 0.91 and P < 0.0001). CONCLUSIONS SPME urinary VOCs analysis was able to differentiate between controls and each of hepatocellular, prostate and bladder cancers. This suggests that urinary VOCs are cancer specific and could potentially be used as a diagnostic method.
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Affiliation(s)
- Ayman S Bannaga
- Department of Gastroenterology and Hepatology, University Hospital Coventry and Warwickshire NHS Trust, Clifford Bridge Road, Coventry CV2 2DX, United Kingdom. Warwick Medical School, Gibbet Hill Campus, Medical School Building, Coventry CV4 7HL, United Kingdom
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26
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Rodríguez-Hernández P, Cardador MJ, Arce L, Rodríguez-Estévez V. Analytical Tools for Disease Diagnosis in Animals via Fecal Volatilome. Crit Rev Anal Chem 2020; 52:917-932. [PMID: 33180561 DOI: 10.1080/10408347.2020.1843130] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Volatilome analysis is growing in attention for the diagnosis of diseases in animals and humans. In particular, volatilome analysis in fecal samples is starting to be proposed as a fast, easy and noninvasive method for disease diagnosis. Volatilome comprises volatile organic compounds (VOCs), which are produced during both physiological and patho-physiological processes. Thus, VOCs from a pathological condition often differ from those of a healthy state and therefore the VOCs profile can be used in the detection of some diseases. Due to their strengths and advantages, feces are currently being used to obtain information related to health status in animals. However, they are complex samples, that can present problems for some analytical techniques and require special consideration in their use and preparation before analysis. This situation demands an effort to clarify which analytic options are currently being used in the research context to analyze the possibilities these offer, with the final objectives of contributing to develop a standardized methodology and to exploit feces potential as a diagnostic matrix. The current work reviews the studies focused on the diagnosis of animal diseases through fecal volatilome in order to evaluate the analytical methods used and their advantages and limitations. The alternatives found in the literature for sampling, storage, sample pretreatment, measurement and data treatment have been summarized, considering all the steps involved in the analytical process.
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Affiliation(s)
| | - M J Cardador
- Department of Analytical Chemistry, Institute of Fine Chemistry and Nanochemistry, University of Córdoba, Córdoba, Spain
| | - L Arce
- Department of Analytical Chemistry, Institute of Fine Chemistry and Nanochemistry, University of Córdoba, Córdoba, Spain
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27
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El Manouni El Hassani S, Soers RJ, Berkhout DJC, Niemarkt HJ, Weda H, Nijsen T, Benninga MA, de Boer NKH, de Meij TGJ, Knobel HH. Optimized sample preparation for fecal volatile organic compound analysis by gas chromatography-mass spectrometry. Metabolomics 2020; 16:112. [PMID: 33037948 PMCID: PMC7547966 DOI: 10.1007/s11306-020-01735-6] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 09/30/2020] [Indexed: 01/18/2023]
Abstract
INTRODUCTION Headspace gas chromatography-mass spectrometry (HS-GC-MS) is widely considered the gold standard of quantitative fecal VOC analysis. However, guidelines providing general recommendations for bioanalytical method application in research and clinical setting are lacking. OBJECTIVES To propose an evidence-based research protocol for fecal VOC analysis by HS-GC-MS, based on extensive testing of instrumental and sampling conditions on detection and quantification limits, linearity, accuracy and repeatability of VOC outcome. METHODS The influence of the following variables were assessed: addition of different salt solutions, injection temperature, injection speed, injection volume, septum use, use of calibration curves and fecal sample mass. Ultimately, the optimal sample preparation was assessed using fecal samples from healthy preterm infants. Fecal VOC analysis in this specific population has potential as diagnostic biomarkers, but available amount of feces is limited here, so optimization of VOC extraction is of importance. RESULTS We demonstrated that addition of lithium chloride enhanced the release of polar compounds (e.g. small alcohols) into the headspace. Second, a linear relationship between injection volume, speed and temperature, and fecal sample mass on the abundance of VOC was demonstrated. Furthermore, the use of a septum preserved 90% of the non-polar compounds. By application of optimal instrumental and sampling conditions, a maximum of 320 unique compounds consisting of 14 different chemical classes could be detected. CONCLUSIONS These findings may contribute to standardized analysis of fecal VOC by HS-GC-MS, facilitating future application of fecal VOC in clinical practice.
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Affiliation(s)
- Sofia El Manouni El Hassani
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands.
| | - Ruud J Soers
- EurofinsEAG, Eurofins Materials Science Netherlands B.V., Eindhoven, The Netherlands
| | - Daniel J C Berkhout
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Hendrik J Niemarkt
- Neonatal Intensive Care Unit, Máxima Medical Center, Veldhoven, the Netherlands
| | | | | | - Marc A Benninga
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Nanne K H de Boer
- Department of Gastroenterology and Hepatology, AG&M Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Tim G J de Meij
- Department of Pediatric Gastroenterology, Emma Children's Hospital, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Hugo H Knobel
- EurofinsEAG, Eurofins Materials Science Netherlands B.V., Eindhoven, The Netherlands
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28
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Altomare DF, Picciariello A, Rotelli MT, De Fazio M, Aresta A, Zambonin CG, Vincenti L, Trerotoli P, De Vietro N. Chemical signature of colorectal cancer: case-control study for profiling the breath print. BJS Open 2020; 4:1189-1199. [PMID: 32990407 PMCID: PMC8444279 DOI: 10.1002/bjs5.50354] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Accepted: 08/18/2020] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Effective screening for colorectal cancer can reduce mortality by early detection of tumours and colonic polyps. An altered pattern of volatile organic compounds (VOCs) in exhaled breath has been proposed as a potential non-invasive diagnostic tool for detection of cancer. The aim of this study was to evaluate the reliability of breath-testing for colorectal cancer screening and early diagnosis using an advanced breath sampler. METHODS The exhaled breath of patients with colorectal cancer and non-cancer controls with negative findings on colonoscopy was collected using the ReCIVA® Breath Sampler. This portable device is able to capture the alveolar breath fraction without environmental contamination. VOCs were desorbed thermally and analysed by gas chromatography-mass spectrometry. The discriminatory ability of VOCs in detecting colorectal cancer was evaluated by receiver operating characteristic (ROC) curve analysis for each VOC, followed by cross-validation by the leave-one-out method, and by applying stepwise logistic regression analysis. RESULTS The study included 83 patients with colorectal cancer and 90 non-cancer controls. Fourteen VOCs were found to have significant discriminatory ability in detecting patients with colorectal cancer. The model with the diagnosis of cancer versus no cancer resulted in a statistically significant likelihood of discrimination of 173·45 (P < 0·001), with an area under the ROC curve of 0·979. Cross-validation of the model resulted in a true predictive value for colorectal cancer of 93 per cent overall. Reliability of the breath analysis was maintained irrespective of cancer stage. CONCLUSION This study demonstrated that analysis of exhaled VOCs can discriminate patients with colorectal cancer from those without. This finding may eventually lead to the creation of a smart online sensory device, capable of providing a binary answer (cancer/no cancer) and directing to further screening.
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Affiliation(s)
- D. F. Altomare
- Surgical Unit ‘M. Rubino’, Department of Emergency and Organ TransplantationBariItaly
- Apulian Breath Analysis Centre (CeRBA)Istituto Di Ricovero e Cura a Carattere Scientifico (IRCCS) Istituto Tumori Giovanni Paolo IIBariItaly
| | - A. Picciariello
- Surgical Unit ‘M. Rubino’, Department of Emergency and Organ TransplantationBariItaly
| | - M. T. Rotelli
- Surgical Unit ‘M. Rubino’, Department of Emergency and Organ TransplantationBariItaly
| | - M. De Fazio
- Surgical Unit ‘M. Rubino’, Department of Emergency and Organ TransplantationBariItaly
| | - A. Aresta
- Department of ChemistryUniversity Aldo Moro of BariBariItaly
| | - C. G. Zambonin
- Department of ChemistryUniversity Aldo Moro of BariBariItaly
| | - L. Vincenti
- Surgical UnitAzienda Ospedaliero‐Universitaria Policlinico BariBariItaly
| | - P. Trerotoli
- Statistical Unit, Department of Biomedical Sciences and Human OncologyBariItaly
| | - N. De Vietro
- Department of ChemistryUniversity Aldo Moro of BariBariItaly
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29
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Li N, Li B, Guan J, Shi J, Evivie SE, Zhao L, Huo G, Wang S. Distinct Effects of Milks From Various Animal Types on Infant Fecal Microbiota Through in vitro Fermentations. Front Microbiol 2020; 11:580931. [PMID: 33072051 PMCID: PMC7533598 DOI: 10.3389/fmicb.2020.580931] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2020] [Accepted: 08/24/2020] [Indexed: 01/14/2023] Open
Abstract
Human milk is compatible with infant intestinal microbiota and is vital for infant health. However, most infants do not receive sufficient exclusive breastfeeding, and the effects of including other types of animal milk on the gut microbiota of infants are unclear. Therefore, the objective of this study was to elucidate the impact of milk from various animal sources on infant fecal microbiota through in vitro fermentation. The types of milk assessed include cow milk, goat milk, camel milk, mare milk, human milk, and infant formula milk. Here we determined the gas pressure, pH, and microbiota after 24 h fermentation. Results showed that mare milk had the lowest gas pressure rating, with levels similar to human milk. More so, pH analysis demonstrated that other milk types were identical to human milk. Bacterial 16S rRNA gene sequence analysis revealed that all milk types increased the abundance of Bifidobacterium and Lactobacillus, which was proportional to the lactose content of milk. Moreover, mare milk also significantly increased the relative abundance of Akkermansia. Collectively, results from mare milk (gas pressure, pH, and microbiota) were comparable to that of human milk, and thus support the theoretical basis for exploring the development of a mare milk-based infant formula.
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Affiliation(s)
- Na Li
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, China
- College of Food Sciences, Northeast Agricultural University, Harbin, China
| | - Bailiang Li
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, China
- College of Food Sciences, Northeast Agricultural University, Harbin, China
| | - Jiaqi Guan
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, China
- College of Food Sciences, Northeast Agricultural University, Harbin, China
| | - Jialu Shi
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, China
- College of Food Sciences, Northeast Agricultural University, Harbin, China
| | - Smith Etareri Evivie
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, China
- Food Science and Human Nutrition Unit, Department of Animal Science, Faculty of Agriculture, University of Benin, Benin City, Nigeria
| | - Li Zhao
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, China
- College of Food Sciences, Northeast Agricultural University, Harbin, China
| | - Guicheng Huo
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, China
- College of Food Sciences, Northeast Agricultural University, Harbin, China
| | - Song Wang
- Key Laboratory of Dairy Science, Ministry of Education, Northeast Agricultural University, Harbin, China
- College of Food Sciences, Northeast Agricultural University, Harbin, China
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30
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Daulton E, Wicaksono AN, Tiele A, Kocher HM, Debernardi S, Crnogorac-Jurcevic T, Covington JA. Volatile organic compounds (VOCs) for the non-invasive detection of pancreatic cancer from urine. Talanta 2020; 221:121604. [PMID: 33076134 DOI: 10.1016/j.talanta.2020.121604] [Citation(s) in RCA: 51] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 08/25/2020] [Accepted: 08/27/2020] [Indexed: 02/07/2023]
Abstract
Pancreatic ductal adenocarcinoma (PDAC) is a particularly challenging cancer, with very low 5-year survival rates. This low survival rate is linked to late stage diagnosis, associated with the lack of approved biomarkers. One approach that is receiving considerable attention is the use of volatile organic compounds (VOCs) that emanate from biological waste as biomarkers for disease. In this study, we used urine as our biological matrix and two VOC analysis platforms: gas chromatography - ion mobility spectrometry (GC-IMS) and GC time-of-flight mass spectrometry (GC-TOF-MS). We measured the urinary headspace of samples from patients with PDAC, chronic pancreatitis (CP) and healthy controls. In total, 123 samples were tested from these groups. Results indicate that both GC-IMS and GC-TOF-MS were able to discriminate PDAC from healthy controls with high confidence and an AUC (area under the curve) in excess of 0.85. However, both methods struggled to separate CP from PDAC, with the best result of AUC 0.58. This indicates that both conditions produce similar biomarkers in the urinary headspace. Chemical identification suggests that 2,6-dimethyl-octane, nonanal, 4-ethyl-1,2-dimethyl-benzene and 2-pentanone play an important role in separating these groups. Therefore, both techniques validate this approach in identifying subjects for further investigation in a clinical setting.
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Affiliation(s)
- Emma Daulton
- School of Engineering, University of Warwick, Coventry, UK
| | | | - Akira Tiele
- School of Engineering, University of Warwick, Coventry, UK
| | - Hemant M Kocher
- Centre for Tumour Biology, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Silvana Debernardi
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London, UK
| | - Tatjana Crnogorac-Jurcevic
- Centre for Cancer Biomarkers and Biotherapeutics, Barts Cancer Institute, Queen Mary University of London, London, UK
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31
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McFarlanE M, MozdiaK E, Daulton E, Arasaradnam R, Covington J, Nwokolo C. Pre-analytical and analytical variables that influence urinary volatile organic compound measurements. PLoS One 2020; 15:e0236591. [PMID: 32735600 PMCID: PMC7394370 DOI: 10.1371/journal.pone.0236591] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Accepted: 07/08/2020] [Indexed: 01/25/2023] Open
Abstract
There has been rapidly accelerating interest in the utilization of volatile organic compounds (VOCs) as non-invasive methods for rapid point-of-care medical diagnostics. There is widespread variation in analytical methods and protocols, with little understanding of the effects of sample storage on VOC profiles. This study aimed to determine the effects on VOC profiles of different storage times, at room temperature, prior to freezing, of sealed urine samples from healthy individuals. Analysis using Field Asymmetric Ion Motility Spectrometry (FAIMS) determined the alterations in VOC and total ion count profiles as a result of increasing room temperature storage times. Results indicated that increasing exposure time to room temperature prior to freezing had a threefold effect. Firstly, increased urinary VOC profile variability, with a plateau phase between 12 and 48 hours, before further degradation. Secondly, an increase in total ion count with time exposed to room temperature. Finally, a deterioration in VOCs with each sample run during the analysis process. This provides new insight into the effect of storage of urine samples for VOC analysis using FAIMS technology. Results of this study provide a recommendation for a 12-hour maximum duration at room temperature prior to storage.
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Affiliation(s)
- Michael McFarlanE
- Department of Gastroenterology, University Hospitals Coventry and Warwickshire, Coventry, United Kingdom
- * E-mail:
| | - Ella MozdiaK
- Department of Gastroenterology, University Hospitals Coventry and Warwickshire, Coventry, United Kingdom
| | - Emma Daulton
- School of Engineering, University of Warwick, Coventry, United Kingdom
| | - Ramesh Arasaradnam
- Department of Gastroenterology, University Hospitals Coventry and Warwickshire, Coventry, United Kingdom
- Department of Health Sciences, University of Leicester, United Kingdom
- Faculty of Health Science, University of Coventry, United Kingdom
| | - James Covington
- School of Engineering, University of Warwick, Coventry, United Kingdom
| | - Chuka Nwokolo
- Department of Gastroenterology, University Hospitals Coventry and Warwickshire, Coventry, United Kingdom
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32
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Janssens E, van Meerbeeck JP, Lamote K. Volatile organic compounds in human matrices as lung cancer biomarkers: a systematic review. Crit Rev Oncol Hematol 2020; 153:103037. [PMID: 32771940 DOI: 10.1016/j.critrevonc.2020.103037] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 06/18/2020] [Accepted: 06/23/2020] [Indexed: 12/13/2022] Open
Abstract
Volatile organic compounds (VOCs) have shown potential as non-invasive breath biomarkers for lung cancer, but their unclear biological origin currently limits clinical applications. This systematic review explores headspace analysis of VOCs in patient-derived body fluids and lung cancer cell lines to pinpoint lung cancer-specific VOCs and uncover their biological origin. A search was performed in the databases MEDLINE and Web of Science. Twenty-two articles were included in this systematic review. Since there is no standardised approach to analyse VOCs, a plethora of techniques and matrices/cell lines were explored, which is reflected in the various VOCs identified. However, comparing VOCs in the headspace of urine, blood and pleural effusions from patients and lung cancer cell lines showed some overlapping VOCs, indicating their potential use in lung cancer diagnosis. This review demonstrates that VOCs are promising biomarkers for lung cancer. However, due to lack of inter-matrix consensus, standardised prospective trials will have to be conducted to validate clinically relevant biomarkers.
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Affiliation(s)
- Eline Janssens
- Laboratory of Experimental Medicine and Pediatrics, University of Antwerp, Wilrijk, Belgium; Infla-Med Centre of Excellence, University of Antwerp, Wilrijk, Belgium
| | - Jan P van Meerbeeck
- Laboratory of Experimental Medicine and Pediatrics, University of Antwerp, Wilrijk, Belgium; Infla-Med Centre of Excellence, University of Antwerp, Wilrijk, Belgium; Department of Internal Medicine, Ghent University, Ghent, Belgium; Pulmonology and Thoracic Oncology, Antwerp University Hospital, Edegem, Belgium
| | - Kevin Lamote
- Laboratory of Experimental Medicine and Pediatrics, University of Antwerp, Wilrijk, Belgium; Infla-Med Centre of Excellence, University of Antwerp, Wilrijk, Belgium; Department of Internal Medicine, Ghent University, Ghent, Belgium.
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33
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Peters Y, Schrauwen RWM, Tan AC, Bogers SK, de Jong B, Siersema PD. Detection of Barrett's oesophagus through exhaled breath using an electronic nose device. Gut 2020; 69:1169-1172. [PMID: 32098798 DOI: 10.1136/gutjnl-2019-320273] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 12/16/2019] [Accepted: 12/16/2019] [Indexed: 12/11/2022]
Abstract
Timely detection of oesophageal adenocarcinoma (OAC) and even more so its precursor Barrett's oesophagus (BO) could contribute to decrease OAC incidence and mortality. An accurate, minimally-invasive screening method for BO for widespread use is currently not available. In a proof-of-principle study in 402 patients, we developed and cross-validated a BO prediction model using volatile organic compounds (VOCs) analysis with an electronic nose device. This electronic nose was able to distinguish between patients with and without BO with good diagnostic accuracy (sensitivity 91% specificity 74%) and seemed to be independent of proton pump inhibitor use, the presence of hiatal hernia, and reflux. This technique may enable an efficient, well-tolerated, and sensitive and specific screening method to select high-risk individuals to undergo upper endoscopy.
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Affiliation(s)
- Yonne Peters
- Gastroenterology and Hepatology, Radboudumc, Nijmegen, Gelderland, The Netherlands
| | - Ruud W M Schrauwen
- Gastroenterology and Hepatology, Ziekenhuis Bernhoven, Uden, Noord-Brabant, The Netherlands
| | - Adriaan C Tan
- Canisius Wilhelmina Hospital, Nijmegen, The Netherlands
| | - Sanne K Bogers
- Gastroenterology and Hepatology, Ziekenhuis Bernhoven, Uden, Noord-Brabant, The Netherlands
| | - Bart de Jong
- Gastroenterology and Hepatology, Radboudumc, Nijmegen, Gelderland, The Netherlands
| | - Peter D Siersema
- Gastroenterology and Hepatology, Radboudumc, Nijmegen, Gelderland, The Netherlands
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34
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Natalia Drabińska, Starowicz M, Krupa-Kozak U. Headspace Solid-Phase Microextraction Coupled with Gas Chromatography–Mass Spectrometry for the Determination of Volatile Organic Compounds in Urine. JOURNAL OF ANALYTICAL CHEMISTRY 2020. [DOI: 10.1134/s1061934820060088] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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35
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Fecal Volatile Organic Compound Profiles are Not Influenced by Gestational Age and Mode of Delivery: A Longitudinal Multicenter Cohort Study. BIOSENSORS-BASEL 2020; 10:bios10050050. [PMID: 32403393 PMCID: PMC7277672 DOI: 10.3390/bios10050050] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Revised: 05/06/2020] [Accepted: 05/08/2020] [Indexed: 12/12/2022]
Abstract
Fecal volatile organic compounds (VOC) reflect human and gut microbiota metabolic pathways and their interaction. VOC behold potential as non-invasive preclinical diagnostic biomarkers in various diseases, e.g., necrotizing enterocolitis and late onset sepsis. There is a need for standardization and assessment of the influence of clinical and environmental factors on the VOC outcome before this technique can be applied in clinical practice. The aim of this study was to investigate the influence of gestational age (GA) and mode of delivery on the fecal VOC pattern in preterm infants born below 30 weeks of gestation. Longitudinal fecal samples, collected on days 7, 14, and 21 postnatally, were analyzed by an electronic nose device (Cyranose 320®). In total, 58 preterm infants were included (29 infants born at GA 24–26 weeks vs. 29 at 27–29 completed weeks, 24 vaginally born vs. 34 via C-section). No differences were identified at any predefined time point in terms of GA and delivery mode (p > 0.05). We, therefore, concluded that correction for these factors in this population is not warranted when performing fecal VOC analysis in the first three weeks of life.
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36
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Preclinical Detection of Non-catheter Related Late-onset Sepsis in Preterm Infants by Fecal Volatile Compounds Analysis: A Prospective, Multi-center Cohort Study. Pediatr Infect Dis J 2020; 39:330-335. [PMID: 32032172 DOI: 10.1097/inf.0000000000002589] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Late onset sepsis (LOS) in preterm infants is preceded by fecal volatile organic compound (VOC) alterations, suggesting an etiologic role of gut microbiota in LOS rather than being primarily caused by central venous catheters (CVC). To increase our knowledge about the involvement of the gut microbiota in LOS, we analyzed fecal samples from septic infants without a CVC. METHODS In this prospective multicenter study, fecal samples were collected daily from all infants born at ≤30 weeks gestation. Fecal VOC profiles up to 3 days prior to sepsis onset from infants with non-catheter-related LOS were compared with profiles from non-septic controls by means of High-Field Asymmetric Waveform Ion Mobility Spectrometry. RESULTS In total, 104 fecal samples were analyzed. Fecal VOC profiles allowed for discrimination between non-catheter-related LOS cases (n = 24) and matched controls (n = 25). Discriminative accuracy increased after focusing on center of origin (area under the curve, sensitivity, specificity; 0.95, 100%, 83%) and after focusing on LOS cases caused by Staphylococcus epidermidis (0.95, 100%, 78%), the most cultured pathogen (n = 11). CONCLUSIONS Fecal VOC profiles of preterm LOS infants without a CVC differed from matched controls underlining the increasing notion that aberrations in gut microbiota composition and activity may play a role in LOS etiology.
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37
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Zhgun ES, Ilina EN. Fecal Metabolites As Non-Invasive Biomarkers of Gut Diseases. Acta Naturae 2020; 12:4-14. [PMID: 32742723 PMCID: PMC7385093 DOI: 10.32607/actanaturae.10954] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 03/04/2020] [Indexed: 12/14/2022] Open
Abstract
Recent studies have shown the importance of the human intestinal microbiome in maintaining a healthy gastrointestinal tract, as well as in the development of pathological processes. The intestinal microbiome manifests itself primarily as fecal metabolites. In the past decade, there has been growing interest in studying its composition, which for the most part had to do with the possibility of using the metabolomic analysis in clinical diagnosis. In contrast to the comprehensive description of blood serum, urine, saliva, and cerebrospinal fluid metabolites, data on fecal metabolites is sparse. Despite the instrumental and methodological achievements in the metabolomic analysis in general, the analysis of fecal metabolome remains less well developed, mainly because of the inhomogeneity of its composition and the lack of standardized methods for collecting, processing, and analyzing fecal samples. This review summarizes data on methods for studying and describing various groups of fecal metabolites. It also assesses their potential as tools in the diagnosis of gastrointestinal diseases.
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Affiliation(s)
- E. S. Zhgun
- Federal Research and Clinical Center of Physical-chemical Medicine of Federal Medical Biological Agency, Moscow, 119435 Russia
| | - E. N. Ilina
- Federal Research and Clinical Center of Physical-chemical Medicine of Federal Medical Biological Agency, Moscow, 119435 Russia
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38
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Chandrapalan S, Arasaradnam RP. Urine as a biological modality for colorectal cancer detection. Expert Rev Mol Diagn 2020; 20:489-496. [PMID: 32130868 DOI: 10.1080/14737159.2020.1738928] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Introduction: The increasing incidence of colorectal cancer (CRC) in young adults warrants early and preferably noninvasive diagnostic modalities. Although the current stool-based assays have had good performance indicators for CRC detection, the overall poor uptake remains a challenging issue. However, alternative blood and urine markers are emerging.Areas covered: This paper discusses the various urinary biomarkers available for the detection of CRC. The more commonly encountered drawbacks are the small number of studies and the size of the study population. We discuss the role of microRNA and ProstaglandinE2 in CRC detection. The emergence of new, low-cost technologies, specifically in the detection of volatile organic compounds (VOCs), presents a promising future. We postulate possible mechanisms for the origin of these VOCs in urine and their role in carcinogenesis.Expert opinion: Urinary biomarkers provide an alternative option to the stool-based screening tests. MicroRNA and ProstaglandinE2 have shown utility in CRC detection. Evidence so far suggests that VOCs could also be a potential biomarker for the detection of CRC. In addition to its interaction within the colon lumen, this altered 'VOC signature' might also play a role in carcinogenesis. Low-cost technology may enable such diagnostic methods to be utilized at the point of care.
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Affiliation(s)
- Subashini Chandrapalan
- Department of Gastroenterology, University Hospital of Coventry and Warwickshire, Coventry, UK
| | - Ramesh P Arasaradnam
- Department of Gastroenterology, University Hospital of Coventry and Warwickshire, Coventry, UK.,Warwick Medical School, University of Warwick, Coventry, UK.,Health, Biological & Experimental Sciences, University of Coventry, Coventry, UK.,School of Health Sciences, University of Leicester, Leicester, UK
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39
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Heaney LM, Kang S, Turner MA, Lindley MR, Thomas CLP. Evidence for alternative exhaled elimination profiles of disinfection by-products and potential markers of airway responses to swimming in a chlorinated pool environment. INDOOR AIR 2020; 30:284-293. [PMID: 31814168 DOI: 10.1111/ina.12630] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2019] [Revised: 10/28/2019] [Accepted: 12/04/2019] [Indexed: 06/10/2023]
Abstract
Chlorine-based disinfectants protect pool water from pathogen contamination but produce potentially harmful halogenated disinfection by-products (DBPs). This study characterized the bioaccumulation and elimination of exhaled DBPs post-swimming and investigated changes in exhaled breath profiles associated with chlorinated pool exposure. Nineteen participants provided alveolar-enriched breath samples prior to and 5, 90, 300, 510, and 600 minutes post-swimming. Known DBPs associated with chlorinated water were quantitated by thermal desorption-gas chromatography-mass spectrometry. Two distinct exhaled DBP elimination profiles were observed. Most participants (84%) reported peak concentrations immediately post-swimming that reduced exponentially. A sub-group exhibited a previously unobserved and delayed washout profile with peak levels at 90 minutes post-exposure. Metabolomic investigations tentatively identified two candidate biomarkers associated with swimming pool exposure, demonstrating an upregulation in the hours after exposure. These data demonstrated a hitherto undescribed exhaled DBP elimination profile in a small number of participants which contrasts previous findings of uniform accumulation and exponential elimination. This sub-group which exhibited delayed peak-exhaled concentrations suggests the uptake, processing, and immediate elimination of DBPs are not ubiquitous across individuals as previously understood. Additionally, non-targeted metabolomics highlighted extended buildup of compounds tentatively associated with swimming in a chlorinated pool environment that may indicate airway responses to DBP exposure.
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Affiliation(s)
- Liam M Heaney
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Shuo Kang
- Centre for Analytical Science, Department of Chemistry, Loughborough University, Loughborough, UK
| | - Matthew A Turner
- Centre for Analytical Science, Department of Chemistry, Loughborough University, Loughborough, UK
| | - Martin R Lindley
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- Translational Chemical Biology Research Group, Loughborough University, Loughborough, UK
| | - Charles L Paul Thomas
- Centre for Analytical Science, Department of Chemistry, Loughborough University, Loughborough, UK
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40
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Tiele A, Wicaksono A, Daulton E, Ifeachor E, Eyre V, Clarke S, Timings L, Pearson S, Covington JA, Li X. Breath-based non-invasive diagnosis of Alzheimer's disease: a pilot study. J Breath Res 2020; 14:026003. [PMID: 31816609 DOI: 10.1088/1752-7163/ab6016] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Early detection of Alzheimer's disease (AD) will help researchers to better understand the disease and develop improved treatments. Recent developments have thus focused on identifying biomarkers for mild cognitive impairment due to AD (MCI) and AD during the preclinical phase. The aim of this pilot study is to determine whether exhaled volatile organic compounds (VOCs) can be used as a non-invasive method to distinguish controls from MCI, controls from AD and to determine whether there are differences between MCI and AD. The study used gas chromatography-ion mobility spectrometry (GC-IMS) techniques. Confounding factors, such as age, smoking habits, gender and alcohol consumption are investigated to demonstrate the efficacy of results. One hundred subjects were recruited including 50 controls, 25 AD and 25 MCI patients. The subject cohort was age- and gender-matched to minimise bias. Breath samples were analysed using a commercial GC-IMS instrument (G.A.S. BreathSpec, Dortmund, Germany). Data analysis indicates that the GC-IMS signal was consistently able to separate between diagnostic groups [AUC ± 95%, sensitivity, specificity], controls versus MCI: [0.77 (0.64-0.90), 0.68, 0.80], controls versus AD: [0.83 (0.72-0.94), 0.60, 0.96], and MCI versus AD: [0.70 (0.55-0.85), 0.60, 0.84]. VOC analysis indicates that six compounds play a crucial role in distinguishing between diagnostic groups. Analysis of possible confounding factors indicate that gender, age, smoking habits and alcohol consumption have insignificant influence on breath content. This pilot study confirms the utility of exhaled breath analysis to distinguish between AD, MCI and control subjects. Thus, GC-IMS offers great potential as a non-invasive, high-throughput, diagnostic technique for diagnosing and potentially monitoring AD in a clinical setting.
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Affiliation(s)
- Akira Tiele
- School of Engineering, University of Warwick, Coventry CV4 7AL, United Kingdom
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41
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Bhardwaj R, Selamneni V, Thakur UN, Sahatiya P, Hazra A. Detection and discrimination of volatile organic compounds by noble metal nanoparticle functionalized MoS2 coated biodegradable paper sensors. NEW J CHEM 2020. [DOI: 10.1039/d0nj03491f] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
In the current study, noble metal nanoparticle functionalized MoS2 coated biodegradable low-cost paper sensors were fabricated for the selective detection of low concentrations of volatile organic compounds (VOCs).
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Affiliation(s)
- Radha Bhardwaj
- Dept. of Electrical & Electronics Engineering
- BITS Pilani
- Pilani Campus
- India
| | | | | | - Parikshit Sahatiya
- Dept. of Electrical & Electronics Engineering
- BITS Pilani
- Hyderabad Campus
- India
| | - Arnab Hazra
- Dept. of Electrical & Electronics Engineering
- BITS Pilani
- Pilani Campus
- India
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42
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Intestinal gases: influence on gut disorders and the role of dietary manipulations. Nat Rev Gastroenterol Hepatol 2019; 16:733-747. [PMID: 31520080 DOI: 10.1038/s41575-019-0193-z] [Citation(s) in RCA: 120] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/29/2019] [Indexed: 02/06/2023]
Abstract
The inner workings of the intestines, in which the body and microbiome intersect to influence gut function and systemic health, remain elusive. Carbon dioxide, hydrogen, methane and hydrogen sulfide, as well as a variety of trace gases, are generated by the chemical interactions and microbiota within the gut. Profiling of these intestinal gases and their responses to dietary changes can reveal the products and functions of the gut microbiota and their influence on human health. Indeed, different tools for measuring these intestinal gases have been developed, including newly developed gas-sensing capsule technology. Gases can, according to their type, concentration and volume, induce or relieve abdominal symptoms, and might also have physiological, pathogenic and therapeutic effects. Thus, profiling and modulating intestinal gases could be powerful tools for disease prevention and/or therapy. As the interactions between the microbiota, chemical constituents and fermentative substrates of the gut are principally influenced by dietary intake, altering the diet, which, in turn, changes gas profiles, is the main therapeutic approach for gastrointestinal disorders. An improved understanding of the complex interactions within the intestines that generate gases will enhance our ability to prevent, diagnose, treat and monitor many gastrointestinal disorders.
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43
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McFarlane M, Millard A, Hall H, Savage R, Constantinidou C, Arasaradnam R, Nwokolo C. Urinary volatile organic compounds and faecal microbiome profiles in colorectal cancer. Colorectal Dis 2019; 21:1259-1269. [PMID: 31282600 DOI: 10.1111/codi.14739] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Accepted: 06/03/2019] [Indexed: 02/06/2023]
Abstract
AIM Volatile organic compounds (VOCs) are potential biomarkers for diagnosing colorectal cancer (CRC). We characterized urinary VOCs from CRC patients, their spouses/cohabitors (spouses) and first-degree relatives (relatives) to determine any differences. Correlation with stool-derived microbiomes was also undertaken. METHODS Urine from 56 CRC patients, 45 spouses and 37 relatives was assayed using liquid chromatography, field asymmetric ion mobility spectrometry (FAIMS), mass spectrometer technology. Analysis was performed using five-fold cross-validation and a random forest classifier. Faecal microbiome 16S rRNA was sequenced using Illumina MiSeq protocols and analysed using UPARSE and QIIME pipelines. VOC and microbiome profiles were also compared before and after cancer treatment. RESULTS Urinary VOC profiles of CRC patients were indistinguishable from either spouses or relatives. When spouses and relatives were grouped together to form a larger non-cancer control group (n = 82), their VOC profiles became distinguishable from those of CRC patients (n = 56) with 69% sensitivity and specificity, area under the curve 0.72 (P < 0.001). Microbiome analysis identified > 1300 operational taxonomic units across all groups. The analysis of similarity R value was 0.067 (P < 0.001), with significantly different bacterial abundances in 82 operational taxonomic units (6.2%) by Kruskal-Wallis testing. CRC patients' VOC or stool microbiome profiles were unchanged after treatment. CONCLUSION Although CRC patients' urinary VOC profiles cannot be differentiated from those of spouses or relatives they can be differentiated from a larger non-cancer control group. Comparison of the groups' microbiomes confirmed differences in bacterial species abundance. The current FAIMS-based assay can detect a unique, but modest, signal in CRC patients' urinary VOCs, which remains unaltered after treatment.
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Affiliation(s)
- M McFarlane
- Department of Gastroenterology, University Hospitals Coventry and Warwickshire, Coventry, UK
| | - A Millard
- Department of Infection, Immunity and Inflammation, University of Leicester, Leicester, UK
| | - H Hall
- Department of Life Sciences, University of Warwick, Coventry, UK
| | - R Savage
- Warwick Systems Biology Centre, University of Warwick, Coventry, UK
| | - C Constantinidou
- Department of Life Sciences, University of Warwick, Coventry, UK
| | - R Arasaradnam
- Department of Gastroenterology, University Hospitals Coventry and Warwickshire, Coventry, UK.,Department of Life Sciences, University of Leicester, Leicester, UK
| | - C Nwokolo
- Department of Gastroenterology, University Hospitals Coventry and Warwickshire, Coventry, UK
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44
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Bannaga AS, Farrugia A, Arasaradnam RP. Diagnosing Inflammatory bowel disease using noninvasive applications of volatile organic compounds: a systematic review. Expert Rev Gastroenterol Hepatol 2019; 13:1113-1122. [PMID: 31657950 DOI: 10.1080/17474124.2019.1685873] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Introduction: Inflammatory bowel disease (IBD) is a common disease with significant morbidity. Noninvasive diagnostic techniques are lacking in IBD. Currently, fecal calprotectin is a sensitive marker of gut inflammation however is not specific to Crohn's disease (CD) or ulcerative colitis (UC) alone. Volatile organic compounds (VOCs) were shown to have potential in IBD diagnosis.Areas covered: This systematic review aimed to examine the next-generation diagnosis of IBD in adults and children using VOCs. An in-depth literature-based search of current clinical studies of VOCs in the diagnosis of IBD was undertaken. Accuracy of IBD detection varied according to the technologies applied. Breath VOCs studies were pooled giving an overall sensitivity of 85% (95%CI: 79-89%) and specificity of 79% (95%CI 73-84%) whilst pooled fecal VOCs studies revealed a sensitivity of 87% (95%CI 77-93%) and specificity of 91% (95%CI 82-96%). Studies were limited by the variance of techniques applied in VOCs detection and the absence of well-designed longitudinal studies.Expert opinion: VOCs can be consistently and effectively detected in urine, breath, and stool in IBD patients. The sensitivity of breath VOCs in detecting IBD was comparable to feces. However, optimal VOCs detection methodology and biological sampling still need to be standardized..
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Affiliation(s)
- Ayman S Bannaga
- University Hospital Coventry and Warwickshire NHS Trust, Coventry, UK.,Warwick Medical School, University of Warwick, Coventry, UK
| | - Alexia Farrugia
- University Hospital Coventry and Warwickshire NHS Trust, Coventry, UK.,Warwick Medical School, University of Warwick, Coventry, UK
| | - Ramesh P Arasaradnam
- University Hospital Coventry and Warwickshire NHS Trust, Coventry, UK.,Warwick Medical School, University of Warwick, Coventry, UK.,Faculty of Health Science, University of Coventry, Coventry, UK.,Division of Health Sciences, University of Leicester, Leicester, UK
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45
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Simultaneous Assessment of Urinary and Fecal Volatile Organic Compound Analysis in De Novo Pediatric IBD. SENSORS 2019; 19:s19204496. [PMID: 31623289 PMCID: PMC6832645 DOI: 10.3390/s19204496] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 10/14/2019] [Accepted: 10/15/2019] [Indexed: 12/11/2022]
Abstract
Endoscopic evaluation is mandatory in establishing the diagnosis of pediatric inflammatory bowel disease (IBD), but unfortunately carries a high burden on patients. Volatile organic compounds (VOC) have been proposed as alternative, noninvasive diagnostic biomarkers for IBD. The current study aimed to assess and compare the potential of fecal and urinary VOC as diagnostic biomarkers for pediatric IBD in an intention-to-diagnose cohort. In this cohort study, patients aged 4–17 years, referred to the outpatient clinic of a tertiary referral center under suspicion of IBD, were eligible to participate. The diagnosis was established by endoscopic and histopathologic assessment, participants who did not meet the criteria of IBD were allocated to the control group. Participants were instructed to concurrently collect a fecal and urinary sample prior to bowel lavage. Samples were analyzed by means of gas chromatography–ion mobility spectrometry. In total, five ulcerative colitis patients, five Crohn’s disease patients, and ten age and gender matched controls were included. A significant difference was demonstrated for both fecal (p-value, area under the curve; 0.038, 0.73) and urinary (0.028, 0.78) VOC profiles between IBD and controls. Analysis of both fecal and urinary VOC behold equal potential as noninvasive biomarkers for pediatric IBD diagnosis.
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Ratiu IA, Bocos-Bintintan V, Monedeiro F, Milanowski M, Ligor T, Buszewski B. An Optimistic Vision of Future: Diagnosis of Bacterial Infections by Sensing Their Associated Volatile Organic Compounds. Crit Rev Anal Chem 2019; 50:501-512. [PMID: 31514505 DOI: 10.1080/10408347.2019.1663147] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
Simple tests using sniff analysis that have the ability of diagnosing and rapidly distinguishing between infections due to different bacteria are urgently required by medical community worldwide. Professionals interested in this topic wish for these tests to be simultaneously cheap, fast, easily applicable, non-invasive, robust, reliable, and sensitive. Current analytical instrumentation has already the ability for performing real time (minutes or a few dozens of minutes) analysis of volatile bacterial biomarkers (the VOCs emitted by bacteria). Although many articles are available, a review displaying an objective evaluation of the current status in the field is still needed. This review tries to present an overview regarding the bacterial biomarkers released from in vitro cultivation of various bacterial strains and also from different biological matrices investigated, over the last 10 years. We have described results of relevant studies, which used modern analytical techniques to evaluate specific biomarker profiles associated with bacterial infections. Our purpose was to present a comprehensive view of available possibilities for detection of emitted bacterial VOCs from different matrices. We intend that this review to be of general interest for both medical doctors and for all researchers preoccupied with bacterial infectious diseases and their rapid diagnosis using analytical instrumentation.
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Affiliation(s)
- Ileana-Andreea Ratiu
- Department of Environmental Chemistry and Bioanalytics, Faculty of Chemistry, Nicolaus Copernicus University, Toruń, Poland.,Interdisciplinary Centre of Modern Technologies, Nicolaus Copernicus University, Toruń, Poland.,Faculty of Chemistry and Chemical Engineering, Babeş-Bolyai University, Cluj-Napoca, Romania
| | - Victor Bocos-Bintintan
- Faculty of Environmental Science and Engineering, Babeş-Bolyai University, Cluj-Napoca, Romania
| | - Fernanda Monedeiro
- Department of Environmental Chemistry and Bioanalytics, Faculty of Chemistry, Nicolaus Copernicus University, Toruń, Poland.,Interdisciplinary Centre of Modern Technologies, Nicolaus Copernicus University, Toruń, Poland.,Department of Chemistry, Faculty of Philosophy, Science and Letters of Ribeirão Preto, University of São Paulo, Ribeirão Preto, CEP, Brazil
| | - Maciej Milanowski
- Department of Environmental Chemistry and Bioanalytics, Faculty of Chemistry, Nicolaus Copernicus University, Toruń, Poland.,Interdisciplinary Centre of Modern Technologies, Nicolaus Copernicus University, Toruń, Poland
| | - Tomasz Ligor
- Department of Environmental Chemistry and Bioanalytics, Faculty of Chemistry, Nicolaus Copernicus University, Toruń, Poland.,Interdisciplinary Centre of Modern Technologies, Nicolaus Copernicus University, Toruń, Poland
| | - Bogusław Buszewski
- Department of Environmental Chemistry and Bioanalytics, Faculty of Chemistry, Nicolaus Copernicus University, Toruń, Poland.,Interdisciplinary Centre of Modern Technologies, Nicolaus Copernicus University, Toruń, Poland
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47
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The electronic nose technology in clinical diagnosis: A systematic review. Porto Biomed J 2019; 4:e42. [PMID: 31930178 PMCID: PMC6924976 DOI: 10.1097/j.pbj.0000000000000042] [Citation(s) in RCA: 50] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Accepted: 06/06/2019] [Indexed: 12/13/2022] Open
Abstract
Supplemental Digital Content is available in the text Background: Volatile organic compounds (VOC) are end products of human metabolism (normal and disease-associated) that can be mainly excreted in breath, urine, and feces. Therefore, VOC can be very useful as markers of diseases and helpful for clinicians since its sampling is noninvasive, inexpensive, and painless. Electronic noses, or eNoses, provide an easy and inexpensive way to analyze gas samples. Thus, this device may be used for diagnosis, monitoring or phenotyping diseases according to specific breathprints (breath profile). Objective: In this review, we summarize data showing the ability of eNose to be used as a noninvasive tool to improve diagnosis in clinical settings. Methods: A PRISMA-oriented search was performed in PubMed and Cochrane Library. Only studies performed in humans and published since 2000 were included. Results: A total of 48 original articles, 21 reviews, and 7 other documents were eligible and fully analyzed. The quality assessment of the selected studies was conducted according to the Standards for Reporting of Diagnostic Accuracy. Airway obstructive diseases were the most studied and Cyranose 320 was the most used eNose. Conclusions: Several case–control studies were performed to test this technology in diverse fields. More than a half of the selected studies showed good accuracy. However, there are some limitations regarding sampling methodology, analysis, reproducibility, and external validation that need to be standardized. Additionally, it is urgent to test this technology in intend-to-treat populations. Thus, it is possible to think in the contribution of VOC analysis by eNoses in a clinical setting.
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48
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Yu SY, Tung TW, Yang HY, Chen GY, Shih CC, Lee YC, Chen CC, Zan HW, Meng HF, Lu CJ, Wang CL, Jian WB, Soppera O. A Versatile Method to Enhance the Operational Current of Air-Stable Organic Gas Sensor for Monitoring of Breath Ammonia in Hemodialysis Patients. ACS Sens 2019; 4:1023-1031. [PMID: 30892019 DOI: 10.1021/acssensors.9b00223] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Point-of-care (POC) application for monitoring of breath ammonia (BA) in hemodialysis (HD) patients has emerged as a promising noninvasive health monitoring approach. In this context, many organic gas sensors have been reported for BA detection. However, one of the major challenges for its integration with affordable household POC application is to achieve stable performance for accuracy and high operational current at low voltage for low-cost read-out circuitry. Herein, we exploited the stability of the Donor-Acceptor polymer on the cylindrical nanopore structure to realize the sensors with a high sensitivity and stability. Then, we proposed a double active layer (DL) strategy that exploits an ultrathin layer of Poly(3-hexylthiophene-2,5-diyl) (P3HT) to serve as a work function buffer to enhance the operational current. The DL sensor exhibits a sustainable enhanced operational current of microampere level and a stable sensing response even with the presence of P3HT layer. This effect is carefully examined with different aspects, including vertical composition profile of DL configuration, lifetime testing on different sensing layer, morphological analysis, and the versatility of the DL strategy. Finally, we utilize the DL sensor to conduct a tracing of BA concentration in two HD patients before and after HD, and correlate it with the blood urea nitrogen (BUN) levels. A good correlation coefficient of 0.96 is achieved. Moreover, the feasibility of DL sensor integrated into a low-cost circuitry was also verified. The results demonstrate the potential of this DL strategy to be used to integrate organic sensor for affordable household POC devices.
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Affiliation(s)
- Shang-Yu Yu
- Université de Haute-Alsace, CNRS, IS2M UMR 7361, F-68100 Mulhouse, France
- Université de Strasbourg, 4 rue Blaise Pascal CS 90032, F-67081 Strasbourg cedex, France
| | | | | | | | | | | | - Chang-Chiang Chen
- Department of Internal Medicine, Division of Nephrology, National Taiwan University Hospital Hsin-Chu Branch, 25, Lane 442, Section 1, Jingguo Road, 300 Hsinchu, Taiwan
| | | | | | - Chia-Jung Lu
- Department of Chemistry, National Taiwan Normal University, 162, Heping East Road, Section 1, 106 Taipei, Taiwan
| | | | | | - Olivier Soppera
- Université de Haute-Alsace, CNRS, IS2M UMR 7361, F-68100 Mulhouse, France
- Université de Strasbourg, 4 rue Blaise Pascal CS 90032, F-67081 Strasbourg cedex, France
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Bond A, Greenwood R, Lewis S, Corfe B, Sarkar S, O'Toole P, Rooney P, Burkitt M, Hold G, Probert C. Volatile organic compounds emitted from faeces as a biomarker for colorectal cancer. Aliment Pharmacol Ther 2019; 49:1005-1012. [PMID: 30828825 PMCID: PMC6593415 DOI: 10.1111/apt.15140] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Revised: 10/23/2018] [Accepted: 12/20/2018] [Indexed: 12/13/2022]
Abstract
BACKGROUND Colorectal cancer remains a leading cause of mortality and morbidity. The UK Bowel Cancer Screening Programme (BCSP) has demonstrated that detection of colorectal cancer at an earlier stage and identification of advanced pre-malignant adenomas reduces mortality and morbidity. AIM To assess the utility of volatile organic compounds as a biomarker for colorectal neoplasia. METHODS Faeces were collected from symptomatic patients and people participating in the UK BCSP, prior to colonoscopy. Headspace extraction followed by gas chromatography mass spectrometry was performed on faeces to identify volatile organic compounds. Logistic regression modelling and 10-fold cross-validation were used to test potential biomarkers. RESULTS One hundred and thirty-seven participants were included (mean age 64 years [range 22-85], 54% were male): 60 had no neoplasia, 56 had adenomatous polyp(s) and 21 had adenocarcinoma. Propan-2-ol was significantly more abundant in the cancer samples (P < 0.0001, q = 0.004) with an area under ROC (AUROC) curve of 0.76. When combined with 3-methylbutanoic acid the AUROC curve was 0.82, sensitivity 87.9% (95% CI 0.87-0.99) and specificity 84.6% (95% CI 0.65-1.0). Logistic regression analysis using the presence/absence of specific volatile organic compounds, identified a three volatile organic compound panel (propan-2-ol, hexan-2-one and ethyl 3-methyl- butanoate) to have an AUROC of 0.73, with a person six times more likely to have cancer if all three volatile organic compounds were present (P < 0.0001). CONCLUSIONS Volatile organic compound analysis may have a superior diagnostic ability for the identification of colorectal adenocarcinoma, when compared to other faecal biomarkers, including those currently employed in UK. Clinical trial details: National Research Ethics Service Committee South West - Central Bristol (REC reference 14/SW/1162) with R&D approval from University of Liverpool and Broadgreen University Hospital Trust (UoL 001098).
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Affiliation(s)
- Ashley Bond
- Royal Liverpool and Broadgreen University Hospital TrustLiverpoolUK
| | - Rosemary Greenwood
- Research Design ServiceSchool of Social and Community MedicineUniversity of BristolBristolUK
| | | | - Bernard Corfe
- Molecular Gastroenterology Research GroupDepartment of OncologyUniversity of SheffieldSheffieldUK,Insigneo Institute for in silico MedicineUniversity of SheffieldSheffieldUK
| | - Sanchoy Sarkar
- Royal Liverpool and Broadgreen University Hospital TrustLiverpoolUK
| | - Paul O'Toole
- Royal Liverpool and Broadgreen University Hospital TrustLiverpoolUK
| | - Paul Rooney
- Royal Liverpool and Broadgreen University Hospital TrustLiverpoolUK
| | - Michael Burkitt
- Royal Liverpool and Broadgreen University Hospital TrustLiverpoolUK,Gastroenterology Research UnitDepartment of Molecular and Cellular PhysiologyInstitute of Translational MedicineUniversity of LiverpoolLiverpoolUK
| | - Georgina Hold
- Microbiome Research CentreSt George & Sutherland Clinical SchoolUNSWSydneyNSWAustralia
| | - Chris Probert
- Royal Liverpool and Broadgreen University Hospital TrustLiverpoolUK,Gastroenterology Research UnitDepartment of Molecular and Cellular PhysiologyInstitute of Translational MedicineUniversity of LiverpoolLiverpoolUK
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50
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Bosch S, Berkhout DJ, Ben Larbi I, de Meij TG, de Boer NK. Fecal volatile organic compounds for early detection of colorectal cancer: where are we now? J Cancer Res Clin Oncol 2019; 145:223-234. [PMID: 30554400 DOI: 10.1007/s00432-018-2821-3] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Accepted: 12/10/2018] [Indexed: 02/07/2023]
Abstract
INTRODUCTION The fecal volatolome, which is composed of fecal volatile organic compounds (VOCs), seems to hold potential as non-invasive biomarker for the detection of colorectal cancer (CRC) and its precursor lesions advanced adenomas (AA). The potential of the fecal volatolome has been subject of various studies using either chemical analytical or pattern-recognition techniques. The available literature on the potential of the fecal volatolome as CRC and AA biomarker was reviewed. METHODS A systematic literature search was conducted in PubMed, Embase, the Cochrane Library, Google Scholar and ResearchGate using the following keywords: Colorectal Cancer, Advanced Adenoma, Volatile Organic Compound, Metabolome, Gas Chromatrography-Mass Spectrometry, Selected-Ion Flow-Tube Mass Spectrometry, eNose, and Fecal Biomarkers. RESULTS Eighty-eight titles or abstracts were identified from the search, of which 11 papers describing the potential of the fecal volatolome for CRC detection were selected. In these studies, different techniques were used for the headspace analyses of fecal VOCs, limiting the possibility to compare outcomes. Increased levels of amino acids and short chain fatty acids, and decreased levels of bile acids and polyol alcohols in the gas phase of feces were observed repeatedly. All selected papers reported high diagnostic value for the detection of both CRC and AA based on fecal VOCs. CONCLUSION Based on the included studies, fecal VOC analyses seem promising for future screening of CRC and AA, with potentially improved test performances allowing for earlier detection of AA and CRC and consequently earlier initiation of treatment, possibly reducing morbidity and mortality rates next to lower rates of (unnecessary) colonoscopies.
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Affiliation(s)
- Sofie Bosch
- Department of Gastroenterology and Hepatology, Amsterdam UMC, Vrije Universiteit Amsterdam, AG&M Research Institute, Amsterdam, The Netherlands.
| | - Daniel J Berkhout
- Department of Pediatric Gastroenterology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
- Department of Pediatric Gastroenterology, Amsterdam UMC, University of Amsterdam, Emma Children's Hospital, Amsterdam, the Netherlands
| | - Ilhame Ben Larbi
- Department of Gastroenterology and Hepatology, Amsterdam UMC, Vrije Universiteit Amsterdam, AG&M Research Institute, Amsterdam, The Netherlands
| | - Tim G de Meij
- Department of Pediatric Gastroenterology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Nanne K de Boer
- Department of Gastroenterology and Hepatology, Amsterdam UMC, Vrije Universiteit Amsterdam, AG&M Research Institute, Amsterdam, The Netherlands
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