1
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Borras E, McCartney MM, Rojas DE, Hicks TL, Tran NK, Tham T, Juarez MM, Franzi L, Harper RW, Davis CE, Kenyon NJ. Oxylipin concentration shift in exhaled breath condensate (EBC) of SARS-CoV-2 infected patients. J Breath Res 2023; 17:10.1088/1752-7163/acea3d. [PMID: 37489864 PMCID: PMC10446499 DOI: 10.1088/1752-7163/acea3d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2023] [Accepted: 07/25/2023] [Indexed: 07/26/2023]
Abstract
Infection of airway epithelial cells with severe acute respiratory coronavirus 2 (SARS-CoV-2) can lead to severe respiratory tract damage and lung injury with hypoxia. It is challenging to sample the lower airways non-invasively and the capability to identify a highly representative specimen that can be collected in a non-invasive way would provide opportunities to investigate metabolomic consequences of COVID-19 disease. In the present study, we performed a targeted metabolomic approach using liquid chromatography coupled with high resolution chromatography (LC-MS) on exhaled breath condensate (EBC) collected from hospitalized COVID-19 patients (COVID+) and negative controls, both non-hospitalized and hospitalized for other reasons (COVID-). We were able to noninvasively identify and quantify inflammatory oxylipin shifts and dysregulation that may ultimately be used to monitor COVID-19 disease progression or severity and response to therapy. We also expected EBC-based biochemical oxylipin changes associated with COVID-19 host response to infection. The results indicated ten targeted oxylipins showing significative differences between SAR-CoV-2 infected EBC samples and negative control subjects. These compounds were prostaglandins A2 and D2, LXA4, 5-HETE, 12-HETE, 15-HETE, 5-HEPE, 9-HODE, 13-oxoODE and 19(20)-EpDPA, which are associated with specific pathways (i.e. P450, COX, 15-LOX) related to inflammatory and oxidative stress processes. Moreover, all these compounds were up-regulated by COVID+, meaning their concentrations were higher in subjects with SAR-CoV-2 infection. Given that many COVID-19 symptoms are inflammatory in nature, this is interesting insight into the pathophysiology of the disease. Breath monitoring of these and other EBC metabolites presents an interesting opportunity to monitor key indicators of disease progression and severity.
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Affiliation(s)
- Eva Borras
- Mechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, California, USA
- UC Davis Lung Center, University of California Davis, CA
- These authors contributed equally: Eva Borras, Mitchell M. McCartney
| | - Mitchell M. McCartney
- Mechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, California, USA
- UC Davis Lung Center, University of California Davis, CA
- VA Northern California Health Care System, 10535 Hospital Way, Mather, CA 95655, USA
- These authors contributed equally: Eva Borras, Mitchell M. McCartney
| | - Dante E. Rojas
- Mechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, California, USA
- UC Davis Lung Center, University of California Davis, CA
| | - Tristan L Hicks
- Mechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, California, USA
- UC Davis Lung Center, University of California Davis, CA
| | - Nam K Tran
- UC Davis Lung Center, University of California Davis, CA
- Department of Pathology and Laboratory Medicine, UC Davis, Sacramento CA, USA
| | - Tina Tham
- UC Davis Lung Center, University of California Davis, CA
- Department of Internal Medicine, 4150 V Street, Suite 3400, University of California, Davis, Sacramento, CA 95817, USA
| | - Maya M Juarez
- UC Davis Lung Center, University of California Davis, CA
- Department of Internal Medicine, 4150 V Street, Suite 3400, University of California, Davis, Sacramento, CA 95817, USA
| | - Lisa Franzi
- UC Davis Lung Center, University of California Davis, CA
- Department of Internal Medicine, 4150 V Street, Suite 3400, University of California, Davis, Sacramento, CA 95817, USA
| | - Richart W. Harper
- UC Davis Lung Center, University of California Davis, CA
- VA Northern California Health Care System, 10535 Hospital Way, Mather, CA 95655, USA
- Department of Internal Medicine, 4150 V Street, Suite 3400, University of California, Davis, Sacramento, CA 95817, USA
| | - Cristina E. Davis
- Mechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, California, USA
- UC Davis Lung Center, University of California Davis, CA
- VA Northern California Health Care System, 10535 Hospital Way, Mather, CA 95655, USA
| | - Nicholas J. Kenyon
- UC Davis Lung Center, University of California Davis, CA
- VA Northern California Health Care System, 10535 Hospital Way, Mather, CA 95655, USA
- Department of Pathology and Laboratory Medicine, UC Davis, Sacramento CA, USA
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Fothergill DM, Borras E, McCartney MM, Schelegle E, Davis CE. Exhaled breath condensate profiles of U.S. Navy divers following prolonged hyperbaric oxygen (HBO) and nitrogen-oxygen (Nitrox) chamber exposures. J Breath Res 2023; 17:10.1088/1752-7163/acd715. [PMID: 37207635 PMCID: PMC11057948 DOI: 10.1088/1752-7163/acd715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Accepted: 05/19/2023] [Indexed: 05/21/2023]
Abstract
Prolonged exposure to hyperbaric hyperoxia can lead to pulmonary oxygen toxicity (PO2tox). PO2tox is a mission limiting factor for special operations forces divers using closed-circuit rebreathing apparatus and a potential side effect for patients undergoing hyperbaric oxygen (HBO) treatment. In this study, we aim to determine if there is a specific breath profile of compounds in exhaled breath condensate (EBC) that is indicative of the early stages of pulmonary hyperoxic stress/PO2tox. Using a double-blind, randomized 'sham' controlled, cross-over design 14 U.S. Navy trained diver volunteers breathed two different gas mixtures at an ambient pressure of 2 ATA (33 fsw, 10 msw) for 6.5 h. One test gas consisted of 100% O2(HBO) and the other was a gas mixture containing 30.6% O2with the balance N2(Nitrox). The high O2stress dive (HBO) and low O2stress dive (Nitrox) were separated by at least seven days and were conducted dry and at rest inside a hyperbaric chamber. EBC samples were taken immediately before and after each dive and subsequently underwent a targeted and untargeted metabolomics analysis using liquid chromatography coupled to mass spectrometry (LC-MS). Following the HBO dive, 10 out of 14 subjects reported symptoms of the early stages of PO2tox and one subject terminated the dive early due to severe symptoms of PO2tox. No symptoms of PO2tox were reported following the nitrox dive. A partial least-squares discriminant analysis of the normalized (relative to pre-dive) untargeted data gave good classification abilities between the HBO and nitrox EBC with an AUC of 0.99 (±2%) and sensitivity and specificity of 0.93 (±10%) and 0.94 (±10%), respectively. The resulting classifications identified specific biomarkers that included human metabolites and lipids and their derivatives from different metabolic pathways that may explain metabolomic changes resulting from prolonged HBO exposure.
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Affiliation(s)
| | - Eva Borras
- Mechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, California, USA
- UC Davis Lung Center, One Shields Avenue, University of California, Davis, Davis, California, USA
| | - Mitchell M. McCartney
- Mechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, California, USA
- UC Davis Lung Center, One Shields Avenue, University of California, Davis, Davis, California, USA
- VA Northern California Health Care System, Mather, California, USA
| | - Edward Schelegle
- Department of Anatomy, Physiology, and Cell Biology, School of Veterinary Medicine, University of California, Davis, Davis, California, USA
| | - Cristina E. Davis
- Mechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, California, USA
- UC Davis Lung Center, One Shields Avenue, University of California, Davis, Davis, California, USA
- VA Northern California Health Care System, Mather, California, USA
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Loconsole D, Pierucci P, Casulli D, Barratta F, Chironna M, Carpagnano GE. Exhaled Breath Condensate (EBC) for SARS-CoV-2 diagnosis still an open debate. J Breath Res 2022; 16. [DOI: 10.1088/1752-7163/ac4dd3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 01/21/2022] [Indexed: 11/11/2022]
Abstract
Abstract
The real-time PCR (RT-PCR) on nasopharyngeal swabs (NPS) is the gold standard for the diagnosis of SARS-CoV-2. The exhaled breath condensate (EBC) is used to perform collection of biological fluid condensed in a refrigerated device from deep airways’ exhaled air. We aimed to verify the presence of SARS-CoV-2 virus in the EBC from patients with confirmed SARS-CoV-2 infection by RT-PCR, and to determine if the EBC may represent a valid alternative to the NPS. Methods: Seventeen consecutive patients admitted to the Emergency Department of the Policlinico were enrolled in the present study with RT-PCR, clinical and radiological evidence of SARS-CoV-2. Within 24 hours from the NPS collection the EBC collection was performed on SARS-CoV-2 positive patients. Informed written consent was gathered and the Ethic Committee approved the study. Results: The mean age of patients was 60 years (24-92) and 64.7% (11/17) were male. Patient n. 9 and n.17 died. All NPS resulted positive for SARS-CoV-2 at RT-PCR. RT-PCR on EBC resulted negative for all but one patients (patient n.12). Conclusion: In this study we did not find any correlation between positive NPS and the EBC in all but one patients enrolled. Based on these data which greatly differ from previous reports on the topic, this study opens several questions related to small differences in the complex process of EBC collection and how EBC could be really standardized for the diagnosis of SARS-CoV-2 infection. Further studies will be warranted to deepen this topic.
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Hu S, McCartney MM, Arredondo J, Sankaran-Walters S, Borras E, Harper RW, Schivo M, Davis CE, Kenyon NJ, Dandekar S. Inactivation of SARS-CoV-2 in clinical exhaled breath condensate samples for metabolomic analysis. J Breath Res 2021; 16:10.1088/1752-7163/ac3f24. [PMID: 34852327 PMCID: PMC9809239 DOI: 10.1088/1752-7163/ac3f24] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 12/01/2021] [Indexed: 01/05/2023]
Abstract
Exhaled breath condensate (EBC) is routinely collected and analyzed in breath research. Because it contains aerosol droplets, EBC samples from SARS-CoV-2 infected individuals harbor the virus and pose the threat of infectious exposure. We report for the first time a safe and consistent method to fully inactivate SARS-CoV-2 in EBC samples and make EBC samples safe for processing and analysis. EBC samples containing infectious SARS-CoV-2 were treated with several concentrations of acetonitrile. The most commonly used 10% acetonitrile treatment for EBC processing failed to completely inactivate the virus in samples and viable virus was detected by the assay of SARS-CoV-2 infection of Vero E6 cells in a biosafety level 3 laboratory. Treatment with either 50% or 90% acetonitrile was effective to completely inactivate the virus, resulting in safe, non-infectious EBC samples that can be used for metabolomic analysis. Our study provides SARS-CoV-2 inactivation protocol for the collection and processing of EBC samples in the clinical setting and for advancing to metabolic assessments in health and disease.
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Affiliation(s)
- Shuang Hu
- Department of Medical Microbiology and Immunology, School of Medicine, University of California Davis, Davis, CA 95616, United States of America
| | - Mitchell M McCartney
- Mechanical and Aerospace Engineering, University of California Davis, Davis, CA 95616, United States of America,UC Davis Lung Center, Davis, CA 95616, United States of America,VA Northern California Health Care System, Mather, CA 95655, United States of America
| | - Juan Arredondo
- Department of Medical Microbiology and Immunology, School of Medicine, University of California Davis, Davis, CA 95616, United States of America
| | - Sumathi Sankaran-Walters
- Department of Medical Microbiology and Immunology, School of Medicine, University of California Davis, Davis, CA 95616, United States of America
| | - Eva Borras
- Mechanical and Aerospace Engineering, University of California Davis, Davis, CA 95616, United States of America,UC Davis Lung Center, Davis, CA 95616, United States of America
| | - Richart W Harper
- UC Davis Lung Center, Davis, CA 95616, United States of America,VA Northern California Health Care System, Mather, CA 95655, United States of America,Department of Internal Medicine, University of California Davis, Sacramento, CA 95817, United States of America
| | - Michael Schivo
- UC Davis Lung Center, Davis, CA 95616, United States of America,VA Northern California Health Care System, Mather, CA 95655, United States of America,Department of Internal Medicine, University of California Davis, Sacramento, CA 95817, United States of America
| | - Cristina E Davis
- Mechanical and Aerospace Engineering, University of California Davis, Davis, CA 95616, United States of America,UC Davis Lung Center, Davis, CA 95616, United States of America,VA Northern California Health Care System, Mather, CA 95655, United States of America
| | - Nicholas J Kenyon
- UC Davis Lung Center, Davis, CA 95616, United States of America,VA Northern California Health Care System, Mather, CA 95655, United States of America,Department of Internal Medicine, University of California Davis, Sacramento, CA 95817, United States of America
| | - Satya Dandekar
- Department of Medical Microbiology and Immunology, School of Medicine, University of California Davis, Davis, CA 95616, United States of America,Author to whom any correspondence should be addressed.
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Borras E, McCartney MM, Thompson CH, Meagher RJ, Kenyon NJ, Schivo M, Davis CE. Exhaled breath biomarkers of influenza infection and influenza vaccination. J Breath Res 2021; 15. [PMID: 34343985 DOI: 10.1088/1752-7163/ac1a61] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 08/03/2021] [Indexed: 11/12/2022]
Abstract
Respiratory viral infections are considered a major public health threat, and breath metabolomics can provide new ways to detect and understand how specific viruses affect the human pulmonary system. In this pilot study, we characterized the metabolic composition of human breath for an early diagnosis and differentiation of influenza viral infection, as well as other types of upper respiratory viral infections. We first studied the non-specific effects of planned seasonal influenza vaccines on breath metabolites in healthy subjects after receiving the immunization. We then investigated changes in breath content from hospitalized patients with flu-like symptoms and confirmed upper respiratory viral infection. The exhaled breath was sampled using a custom-made breath condenser, and exhaled breath condensate (EBC) samples were analysed using liquid chromatography coupled to quadruplole-time-of-flight mass spectrometer (LC-qTOF). All metabolomic data was analysed using both targeted and untargeted approaches to detect specific known biomarkers from inflammatory and oxidative stress biomarkers, as well as new molecules associated with specific infections. We were able to find clear differences between breath samples collected before and after flu vaccine administration, together with potential biomarkers that are related to inflammatory processes and oxidative stress. Moreover, we were also able to discriminate samples from patients with flu-related symptoms that were diagnosed with confirmatory respiratory viral panels (RVP). RVP positive and negative differences were identified, as well as differences between specific viruses defined. These results provide very promising information for the further study of the effect of influenza A and other viruses in human systems by using a simple and non-invasive specimen like breath.
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Affiliation(s)
- Eva Borras
- Department of Mechanical and Aerospace Engineering, University of California, Davis, Mechanical and Aerospace Engineering, Davis, California, 95616, UNITED STATES
| | - Mitchell M McCartney
- Mechanical and Aerospace Engineering, University of California - Davis, Mechanical and Aerospace Engineering, Davis, California, 95616, UNITED STATES
| | - Cai Hugo Thompson
- Mechanical and Aerospace Engineering, UC Davis, 1 Shields Avenue, Davis, California, 95616, UNITED STATES
| | - Robert J Meagher
- Sandia National Laboratories California, 7011 East Avenue, Livermore, California, 94551-0969, UNITED STATES
| | - Nicholas J Kenyon
- Sacramento Medical Center, UC Davis Health System, Sacramento, CA 795187, USA, Sacramento, California, 95616, UNITED STATES
| | - Michael Schivo
- Department of Internal Medicine, UC Davis Health System, 4150 V Street, Suite 3100, Sacramento, CA 95817, USA, Sacramento, 95616, UNITED STATES
| | - Cristina E Davis
- Department of Mechanical and Aerospace Engineering, University of California - Davis, Davis, USA, Davis, California, 95616, UNITED STATES
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Schmidt AJ, Borras E, Kenyon NJ, Davis CE. Investigating the relationship between breath aerosol size and exhaled breath condensate (EBC) metabolomic content. J Breath Res 2020; 14:047104. [PMID: 33021211 DOI: 10.1088/1752-7163/abb764] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
Exhaled breath aerosols contain valuable metabolomic content due to gas exchange with blood at the alveolar capillary interface in the lung. Passive and selective filtering of these aerosols and droplets may reduce the amount of saliva contaminants and serve as an aid to enhance targeted metabolomic content when sampled in exhaled breath condensate (EBC). It is currently unknown if breath aerosol size distribution affects the types or abundances of metabolites sampled through EBC. This pilot study uses a previously described hand-held human breath sampler device with varying notch filter geometries to redirect the trajectory of breath aerosols based on size. Ten notch filter lengths were simulated with the device to calculate the effect of filter length on the breath aerosol size distribution and the proportion of aerosols which make their way through to an EBC collection tube. From three notch filter lengths, we investigate metabolite content of various aerosol fractions. We analyzed the non-volatile fraction of breath condensate with high performance liquid chromatography-mass spectrometry for broad metabolite coverage. We hypothesize that: (1) increasing the length of the notch filter in this device will prevent larger aerosols from reaching the collection tube thus altering the breath aerosol size distribution sampled in EBC; and (2) there is not a systematic large-scale difference in EBC metabolomic content that correlates with breath aerosol size. From simulation results, particles typically larger than 10 µm were filtered out. This indicates that a longer notch filter in this device prevents larger particles from reaching the collection tube thus altering the aerosol particle size distribution. Most compounds were commonly present in all three filter lengths tested, and we did not see strong statistical evidence of systematic metabolite differences between breath aerosol size distributions.
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Affiliation(s)
- Alexander J Schmidt
- Department of Mechanical and Aerospace Engineering, University of California Davis, Davis, CA, United States of America
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Exhaled Breath Condensate (EBC): Is It a Viable Source of Biomarkers for Lung Diseases? ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1195:13-18. [PMID: 32468452 DOI: 10.1007/978-3-030-32633-3_2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The exhaled breath condensate is a source of biomarkers with many advantages and benefits compared to other traditional sampling techniques in respiratory medicine. It is a biological product that is formed by cooling the exhaled air via its guidance through a condenser. It is characterized as a cocktail of volatile and non-volatile compounds with water being the predominant constituent. Its composition presents a non-uniformed structure as the volatile and the non-volatile compounds vary in type and ratio. All these compounds originate from the whole respiratory tract. Some of them fulfil the criteria to be characterized as biomarkers since there is a similarity between the content of the exhaled breath condensate and the respiratory tract lining fluid. In addition, the potential biomarkers of the exhaled breath condensate and those from other biological fluids are equivalent.Advantages and Disadvantages Its place in the respiratory medicine as a matrix of biomarkers relies on its various strengths. Some of them are very important and make it exceptional regarding its application, such as its totally non-invasive character and its usage in all ages, while others present a more potential action regarding its purpose such as the categorization of respiratory diseases. However, there are limitations in its application due to the lack of standardization of its conduct which can be minimized by following the official recommendations. Additional studies are needed to develop said standardization.Aim The aim of this paper is to present a brief and comprehensive picture of the sampling technique of the exhaled breath condensate, as well as the criteria to make it a preferred choice as a source of biomarkers.
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Schmidt AJ, Borras E, Nguyen AP, Yeap D, Kenyon NJ, Davis CE. Portable exhaled breath condensate metabolomics for daily monitoring of adolescent asthma. J Breath Res 2020; 14:026001. [PMID: 31344695 DOI: 10.1088/1752-7163/ab35b5] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Alexander J Schmidt
- Department of Mechanical and Aerospace Engineering, One Shields Avenue, University of California Davis, Davis, CA 95616, United States of America
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Lačná J, Ďurč P, Greguš M, Skřičková J, Doubková M, Pokojová E, Kindlová D, Dolina J, Konečný Š, Foret F, Kubáň P. Capillary electrophoretic analysis of ionic content in exhaled breath condensate and pH monitoring as a non-invasive method in gastroesophageal reflux disease diagnostics. J Chromatogr B Analyt Technol Biomed Life Sci 2019; 1134-1135:121857. [DOI: 10.1016/j.jchromb.2019.121857] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 10/22/2019] [Accepted: 10/29/2019] [Indexed: 02/08/2023]
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Borras E, Cheng A, Wun T, Reese KL, Frank M, Schivo M, Davis CE. Detecting opioid metabolites in exhaled breath condensate (EBC). J Breath Res 2019; 13:046014. [PMID: 31349234 DOI: 10.1088/1752-7163/ab35fd] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Exhaled breath condensate (EBC) collection provides a promising matrix for bioanalysis of endogenous biomarkers of health and also for exogenous compounds like drugs. There is little information regarding drugs and their metabolites contained in breath, as well as their pharmacokinetics. In this present work, we use a simple and non-invasive technique to collect EBC from chronic pain patients using different analgesic opioid drugs to manage pain. Six patients received continuous infusion of morphine and hydromorphone intravenously (IV), together with other analgesic drugs (IV and orally). Repeated sampling of serum and EBC was done at two time points separated by 90 min. The EBC was collected using a glass tube surrounded by dry ice, and an ethanol solvent wash of the glass was performed after EBC extraction to retrieve the apolar compounds stuck to the glass surface. All samples were analyzed with liquid chromatography coupled to mass spectrometry (LC-MS/MS) to identify possible metabolites present in the sample, and to quantify the drugs being used. Several metabolites, such as normorphine (norM), norhydromorphone (norHM) and dihydromorphone (diHM) were detected in both fractions, while hydromorphone 3-glucuronide (HM 3G) was only detected in the solvent rinse fraction. Results were correlated to explain the pharmacokinetics of the main drugs administered. This pilot study presented promising correlations between drug concentrations in blood and breath at different time points for norM, norHM and HM 3G.
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Affiliation(s)
- Eva Borras
- Department of Mechanical and Aerospace Engineering, One Shields Avenue, University of California Davis, Davis, CA 95616, United States of America
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Pleil JD, Wallace MAG, McCord J. Beyond monoisotopic accurate mass spectrometry: ancillary techniques for identifying unknown features in non-targeted discovery analysis. J Breath Res 2018; 13:012001. [PMID: 30433878 PMCID: PMC6394216 DOI: 10.1088/1752-7163/aae8c3] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
High-resolution mass spectrometry (HR-MS) is an important tool for performing non-targeted analysis for investigating complex organic mixtures in human or environmental media. This perspective demonstrates HR-MS compound identification strategies using atom counting, isotope ratios, and fragmentation pattern analysis based on ‘exact’ or ‘accurate’ mass, which allows analytical distinction among mass fragments with the same integer mass, but with different atomic constituents of the original molecules. Herein, HR-MS technology is shown to narrow down the identity of unknown compounds for specific examples, and ultimately inform future analyses when these compounds reoccur. Although HR-MS is important for all biological media, this is particularly critical for new methods and instrumentation invoking exhaled breath condensate, particles, and aerosols. In contrast to standard breath gas-phase analyses where 1 mass unit (Da) resolution is generally sufficient, the condensed phase breath media are particularly vulnerable to errors in compound identification because the larger organic non-volatile molecules can form identical integer mass fragments from different atomic constituents which then require high-resolution mass analyses to tell them apart.
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Zamuruyev KO, Schmidt AJ, Borras E, McCartney MM, Schivo M, Kenyon NJ, Delplanque JP, Davis CE. Power-efficient self-cleaning hydrophilic condenser surface for portable exhaled breath condensate (EBC) metabolomic sampling. J Breath Res 2018; 12:036020. [PMID: 29771240 PMCID: PMC6015477 DOI: 10.1088/1752-7163/aac5a5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
In this work, we present a hydrophilic self-cleaning condenser surface for the collection of biological and environmental aerosol samples. The condenser is installed in a battery-operated hand-held breath sampling device. The device performance is characterized by the collection and analysis of exhaled breath samples from a group of volunteers. The exhaled breath condensate is collected on a subcooled condenser surface, transferred into a storage vial, and its chemical content is analyzed using mass spectrometric methods. The engineered surface supports upon it a continuous condensation cycle, and this allows the collection of liquid samples exceeding the saturation mass/area limit of a plain hydrophilic surface. The condenser surface employs two constituent parameters: a low surface energy barrier to enhance nucleation and condensation efficiency, and a network of surface microstructures to create a self-cleaning mechanism for fluid aggregation into a reservoir. Removal of the liquid condensate from the condenser surface prevents the formation of a thick liquid layer, and thus maintains a continuous condensation cycle with a minimum decrease in heat transfer efficiency as condensation occurs on the surface. The self-cleaning condenser surfaces may have a number of applications in the collection of biological, chemical, or environmental aerosol samples. Sample phase conversion to liquid can facilitate sample manipulation and chemical analysis of matrices with low concentrations. Here, we demonstrate the use of a self-cleaning microcondenser for the collection of exhaled breath condensate with a hand-held portable device. All breath collections with the two devices were performed with the same group of volunteers under UC Davis IRB protocol 63701-3.
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Affiliation(s)
- Konstantin O Zamuruyev
- Department of Mechanical and Aerospace Engineering, One Shields Avenue, University of California, Davis, Davis, California 95616, United States of America
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Effect of temperature control on the metabolite content in exhaled breath condensate. Anal Chim Acta 2017; 1006:49-60. [PMID: 30016264 DOI: 10.1016/j.aca.2017.12.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2017] [Revised: 12/14/2017] [Accepted: 12/16/2017] [Indexed: 01/13/2023]
Abstract
The non-invasive, quick, and safe collection of exhaled breath condensate makes it a candidate as a diagnostic matrix in personalized health monitoring devices. The lack of standardization in collection methods and sample analysis is a persistent limitation preventing its practical use. The collection method and hardware design are recognized to significantly affect the metabolomic content of EBC samples, but this has not been systematically studied. Here, we completed a series of experiments to determine the sole effect of collection temperature on the metabolomic content of EBC. Temperature is a likely parameter that can be controlled to standardize among different devices. The study considered six temperature levels covering two physical phases of the sample; liquid and solid. The use of a single device in our study allowed keeping saliva filtering and collector surface effects as constant parameters and the temperature as a controlled variable; the physiological differences were minimized by averaging samples from a group of volunteers and a period of time. After EBC collection, we used an organic solvent rinse to collect the non-water-soluble compounds from the condenser surface. This additional matrix enhanced metabolites recovery, was less dependent on temperature changes, and may possibly serve as an additional pointer to standardize EBC sampling methodologies. The collected EBC samples were analyzed with a set of mass spectrometry methods to provide an overview of the compounds and their concentrations present at each temperature level. The total number of volatile and polar non-volatile compounds slightly increased in each physical phase as the collection temperature was lowered to minimum, 0 °C for liquid and -30, -56 °C for solid. The low-polarity non-volatile compounds showed a weak dependence on the collection temperature. The metabolomic content of EBC samples may not be solely dependent on temperature but may be influenced by other phenomena such as greater sample dilution due to condensation from the ambient air at colder temperatures, or due to adhesion properties of the collector surface and occurring chemical reactions. The relative importance of other design parameters such as condenser coating versus temperature requires further investigation.
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Villaseñor A, Rosace D, Obeso D, Pérez-Gordo M, Chivato T, Barbas C, Barber D, Escribese MM. Answer to: "Biomarkers in allergic asthma: Which matrix should we use?". Clin Exp Allergy 2017. [PMID: 28639292 DOI: 10.1111/cea.12968] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- A Villaseñor
- Faculty of Medicine, IMMA, Institute of Applied Molecular Medicine, CEU San Pablo University, Madrid, Spain
| | - D Rosace
- Faculty of Medicine, IMMA, Institute of Applied Molecular Medicine, CEU San Pablo University, Madrid, Spain
| | - D Obeso
- Faculty of Medicine, IMMA, Institute of Applied Molecular Medicine, CEU San Pablo University, Madrid, Spain.,Faculty of Pharmacy, CEMBIO, Centre for Metabolomics and Bioanalysis, CEU San Pablo University, Madrid, Spain
| | - M Pérez-Gordo
- Faculty of Pharmacy, CEMBIO, Centre for Metabolomics and Bioanalysis, CEU San Pablo University, Madrid, Spain.,Faculty of Medicine, Basic Medical Sciences Department, CEU San Pablo University, Madrid, Spain
| | - T Chivato
- Faculty of Medicine, Basic Medical Sciences Department, CEU San Pablo University, Madrid, Spain
| | - C Barbas
- Faculty of Pharmacy, CEMBIO, Centre for Metabolomics and Bioanalysis, CEU San Pablo University, Madrid, Spain
| | - D Barber
- Faculty of Medicine, IMMA, Institute of Applied Molecular Medicine, CEU San Pablo University, Madrid, Spain
| | - M M Escribese
- Faculty of Medicine, IMMA, Institute of Applied Molecular Medicine, CEU San Pablo University, Madrid, Spain.,Faculty of Medicine, Basic Medical Sciences Department, CEU San Pablo University, Madrid, Spain
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15
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Aksenov AA, Zamuruyev KO, Pasamontes A, Brown JF, Schivo M, Foutouhi S, Weimer BC, Kenyon NJ, Davis CE. Analytical methodologies for broad metabolite coverage of exhaled breath condensate. J Chromatogr B Analyt Technol Biomed Life Sci 2017; 1061-1062:17-25. [PMID: 28697414 DOI: 10.1016/j.jchromb.2017.06.038] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Revised: 06/05/2017] [Accepted: 06/07/2017] [Indexed: 01/12/2023]
Abstract
Breath analysis has been gaining popularity as a non-invasive technique that is amenable to a broad range of medical uses. One of the persistent problems hampering the wide application of the breath analysis method is measurement variability of metabolite abundances stemming from differences in both sampling and analysis methodologies used in various studies. Mass spectrometry has been a method of choice for comprehensive metabolomic analysis. For the first time in the present study, we juxtapose the most commonly employed mass spectrometry-based analysis methodologies and directly compare the resultant coverages of detected compounds in exhaled breath condensate in order to guide methodology choices for exhaled breath condensate analysis studies. Four methods were explored to broaden the range of measured compounds across both the volatile and non-volatile domain. Liquid phase sampling with polyacrylate Solid-Phase MicroExtraction fiber, liquid phase extraction with a polydimethylsiloxane patch, and headspace sampling using Carboxen/Polydimethylsiloxane Solid-Phase MicroExtraction (SPME) followed by gas chromatography mass spectrometry were tested for the analysis of volatile fraction. Hydrophilic interaction liquid chromatography and reversed-phase chromatography high performance liquid chromatography mass spectrometry were used for analysis of non-volatile fraction. We found that liquid phase breath condensate extraction was notably superior compared to headspace extraction and differences in employed sorbents manifested altered metabolite coverages. The most pronounced effect was substantially enhanced metabolite capture for larger, higher-boiling compounds using polyacrylate SPME liquid phase sampling. The analysis of the non-volatile fraction of breath condensate by hydrophilic and reverse phase high performance liquid chromatography mass spectrometry indicated orthogonal metabolite coverage by these chromatography modes. We found that the metabolite coverage could be enhanced significantly with the use of organic solvent as a device rinse after breath sampling to collect the non-aqueous fraction as opposed to neat breath condensate sample. Here, we show the detected ranges of compounds in each case and provide a practical guide for methodology selection for optimal detection of specific compounds.
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Affiliation(s)
- Alexander A Aksenov
- Mechanical and Aerospace Engineering, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Konstantin O Zamuruyev
- Mechanical and Aerospace Engineering, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Alberto Pasamontes
- Mechanical and Aerospace Engineering, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Joshua F Brown
- Mechanical and Aerospace Engineering, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Michael Schivo
- Department of Internal Medicine, 4150 V Street, Suite 3400, University of California, Davis, Sacramento, CA 95817, USA; Center for Comparative Respiratory Biology and Medicine, University of California, Davis, CA 95616, USA
| | - Soraya Foutouhi
- School of Veterinary Medicine,1089 Veterinary Medicine Drive, University of California, Davis, Davis, CA 95616, USA
| | - Bart C Weimer
- School of Veterinary Medicine,1089 Veterinary Medicine Drive, University of California, Davis, Davis, CA 95616, USA
| | - Nicholas J Kenyon
- Department of Internal Medicine, 4150 V Street, Suite 3400, University of California, Davis, Sacramento, CA 95817, USA; Center for Comparative Respiratory Biology and Medicine, University of California, Davis, CA 95616, USA
| | - Cristina E Davis
- Mechanical and Aerospace Engineering, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA.
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16
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Han MY. Could exhaled breath temperature discriminate the asthma? ALLERGY ASTHMA & RESPIRATORY DISEASE 2017. [DOI: 10.4168/aard.2017.5.3.121] [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]
Affiliation(s)
- Man Yong Han
- Department of Pediatrics, CHA Bundang Medical Center, CHA University School of Medicine, Seongnam, Korea
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