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Di Gilio A, Palmisani J, Nisi M, Pizzillo V, Fiorentino M, Rotella S, Mastrofilippo N, Gesualdo L, de Gennaro G. Breath Analysis: Identification of Potential Volatile Biomarkers for Non-Invasive Diagnosis of Chronic Kidney Disease (CKD). Molecules 2024; 29:4686. [PMID: 39407614 PMCID: PMC11477747 DOI: 10.3390/molecules29194686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2024] [Revised: 09/23/2024] [Accepted: 09/29/2024] [Indexed: 10/20/2024] Open
Abstract
Recently, volatile organic compound (VOC) determination in exhaled breath has seen growing interest due to its promising potential in early diagnosis of several pathological conditions, including chronic kidney disease (CKD). Therefore, this study aimed to identify the breath VOC pattern providing an accurate, reproducible and fast CKD diagnosis at early stages of disease. A cross-sectional observational study was carried out, enrolling a total of 30 subjects matched for age and gender. More specifically, the breath samples were collected from (a) 10 patients with end-stage kidney disease (ESKD) before undergoing hemodialysis treatment (DIAL); (b) 10 patients with mild-moderate CKD (G) including 3 patients in stage G2 with mild albuminuria, and 7 patients in stage G3 and (c) 10 healthy controls (CTRL). For each volunteer, an end-tidal exhaled breath sample and an ambient air sample (AA) were collected at the same time on two sorbent tubes by an automated sampling system and analyzed by Thermal Desorption-Gas Chromatography-Mass Spectrometry. A total of 110 VOCs were detected in breath samples but only 42 showed significatively different levels with respect to AA. Nonparametric tests, such as Wilcoxon/Kruskal-Wallis tests, allowed us to identify the most weighting variables able to discriminate between AA, DIAL, G and CTRL breath samples. A promising multivariate data mining approach incorporating only selected variables (showing p-values lower than 0.05), such as nonanal, pentane, acetophenone, pentanone, undecane, butanedione, ethyl hexanol and benzene, was developed and cross-validated, providing a prediction accuracy equal to 87% and 100% in identifying patients with both mild-moderate CKD (G) and ESKD (DIAL), respectively.
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Affiliation(s)
- Alessia Di Gilio
- Department of Bioscience, Biotechnologies and Environment, University of Bari, 70126 Bari, Italy
- Apulian Breath Analysis Center (CeRBA), IRCCS Giovanni Paolo II, 70124 Bari, Italy
| | - Jolanda Palmisani
- Department of Bioscience, Biotechnologies and Environment, University of Bari, 70126 Bari, Italy
- Apulian Breath Analysis Center (CeRBA), IRCCS Giovanni Paolo II, 70124 Bari, Italy
| | - Marirosa Nisi
- Department of Bioscience, Biotechnologies and Environment, University of Bari, 70126 Bari, Italy
- Apulian Breath Analysis Center (CeRBA), IRCCS Giovanni Paolo II, 70124 Bari, Italy
| | - Valentina Pizzillo
- Department of Bioscience, Biotechnologies and Environment, University of Bari, 70126 Bari, Italy
- Apulian Breath Analysis Center (CeRBA), IRCCS Giovanni Paolo II, 70124 Bari, Italy
| | - Marco Fiorentino
- Nephrology, Dialysis and Transplantation Unit, Department of Precision and Regenerative Medicine and Ionian Area (DiMePRE-J), University of Bari Aldo Moro, 70121 Bari, Italy
| | - Stefania Rotella
- Nephrology, Dialysis and Transplantation Unit, Department of Precision and Regenerative Medicine and Ionian Area (DiMePRE-J), University of Bari Aldo Moro, 70121 Bari, Italy
| | | | - Loreto Gesualdo
- Nephrology, Dialysis and Transplantation Unit, Department of Precision and Regenerative Medicine and Ionian Area (DiMePRE-J), University of Bari Aldo Moro, 70121 Bari, Italy
| | - Gianluigi de Gennaro
- Department of Bioscience, Biotechnologies and Environment, University of Bari, 70126 Bari, Italy
- Apulian Breath Analysis Center (CeRBA), IRCCS Giovanni Paolo II, 70124 Bari, Italy
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Sunnucks EJ, Thurn B, Brown AO, Zhang W, Liu T, Forbes SL, Su S, Ueland M. Performance of a Novel Electronic Nose for the Detection of Volatile Organic Compounds Relating to Starvation or Human Decomposition Post-Mass Disaster. SENSORS (BASEL, SWITZERLAND) 2024; 24:5918. [PMID: 39338662 PMCID: PMC11435962 DOI: 10.3390/s24185918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 09/06/2024] [Accepted: 09/10/2024] [Indexed: 09/30/2024]
Abstract
There has been a recent increase in the frequency of mass disaster events. Following these events, the rapid location of victims is paramount. Currently, the most reliable search method is scent detection dogs, which use their sense of smell to locate victims accurately and efficiently. Despite their efficacy, they have limited working times, can give false positive responses, and involve high costs. Therefore, alternative methods for detecting volatile compounds are needed, such as using electronic noses (e-noses). An e-nose named the 'NOS.E' was developed and has been used successfully to detect VOCs released from human remains in an open-air environment. However, the system's full capabilities are currently unknown, and therefore, this work aimed to evaluate the NOS.E to determine the efficacy of detection and expected sensor response. This was achieved using analytical standards representative of known human ante-mortem and decomposition VOCs. Standards were air diluted in Tedlar gas sampling bags and sampled using the NOS.E. This study concluded that the e-nose could detect and differentiate a range of VOCs prevalent in ante-mortem and decomposition VOC profiles, with an average LOD of 7.9 ppm, across a range of different chemical classes. The NOS.E was then utilized in a simulated mass disaster scenario using donated human cadavers, where the system showed a significant difference between the known human donor and control samples from day 3 post-mortem. Overall, the NOS.E was advantageous: the system had low detection limits while offering portability, shorter sampling times, and lower costs than dogs and benchtop analytical instruments.
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Affiliation(s)
- Emily J Sunnucks
- Centre for Forensic Sciences, School of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Bridget Thurn
- Centre for Forensic Sciences, School of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, NSW 2007, Australia
- Hyphenated Mass Spectrometry Laboratory, School of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Amber O Brown
- Centre for Forensic Sciences, School of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, NSW 2007, Australia
| | - Wentian Zhang
- Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, NSW 2007, Australia
- College of Artificial Intelligence and Big Data for Medical Sciences, Shandong First Medical University, Jinan 250117, China
| | - Taoping Liu
- Academy of Advanced Interdisciplinary Research, Xidian University, Xi'an 710071, China
| | - Shari L Forbes
- Department of Chemistry and Biochemistry, University of Windsor, Windsor, ON N9B 3P4, Canada
| | - Steven Su
- Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, NSW 2007, Australia
- College of Artificial Intelligence and Big Data for Medical Sciences, Shandong First Medical University, Jinan 250117, China
| | - Maiken Ueland
- Centre for Forensic Sciences, School of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, NSW 2007, Australia
- Hyphenated Mass Spectrometry Laboratory, School of Mathematical and Physical Sciences, University of Technology Sydney, Ultimo, NSW 2007, Australia
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Berenguer C, Pereira JAM, Câmara JS. Urinary volatomic profile of traditional tobacco smokers and electronic cigarettes users as a strategy to unveil potential health issues. J Sep Sci 2022; 45:582-593. [PMID: 34741791 DOI: 10.1002/jssc.202100671] [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: 08/25/2021] [Revised: 10/29/2021] [Accepted: 10/29/2021] [Indexed: 11/10/2022]
Abstract
Many harmful and potentially harmful constituents are present in tobacco products. Cigarette smoke is known to cause different forms of cancer and trigger the development of chronic diseases. In the last decade, electronic cigarettes have emerged as a healthier alternative associated to less harmful effects in comparison to traditional tobacco. However, the lack of standardization of electronic cigarettes products makes it difficult to establish and compare the real effects on health of products from different manufacturers. To better understand the impact of smoking and vaping, the volatomic composition of urine samples from traditional tobacco smokers and electronic cigarette users was established and compared with nonsmokers (control group), using headspace solid-phase microextraction combined with gas chromatography-mass spectrometry. A total of 45 urinary volatile organic metabolites belonging to different chemical families were identified in the urine of the studied groups. Benzene derivatives, terpenes, and aromatics were the chemical families that contributed the most to the urinary profile of smokers. The vapers urinary volatomic pattern was also dominated by terpenes and aromatics, in addition to alcohols. The orthogonal partial least squares-discriminant analysis of the data obtained indicated that the urinary profile of vapers is more closely related to the control group, reinforcing the hypothesis of the lowest harmfulness of electronic cigarettes. Further studies recruiting a higher number of subjects are therefore necessary to consolidate the data obtained.
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Affiliation(s)
- Cristina Berenguer
- CQM-Centro de Química da Madeira, Universidade da Madeira, Funchal, Portugal
| | - Jorge A M Pereira
- CQM-Centro de Química da Madeira, Universidade da Madeira, Funchal, Portugal
| | - José S Câmara
- CQM-Centro de Química da Madeira, Universidade da Madeira, Funchal, Portugal
- Departamento de Química, Faculdade de Ciências Exatas e Engenharia, Universidade da Madeira, Funchal, Portugal
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Tang J, Poirier AC, Duytschaever G, Moreira LAA, Nevo O, Melin AD. Assessing urinary odours across the oestrous cycle in a mouse model using portable and benchtop gas chromatography-mass spectrometry. ROYAL SOCIETY OPEN SCIENCE 2021; 8:210172. [PMID: 34540244 PMCID: PMC8411304 DOI: 10.1098/rsos.210172] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 08/09/2021] [Indexed: 05/06/2023]
Abstract
For female mammals, communicating the timing of ovulation is essential for reproduction. Olfactory communication via volatile organic compounds (VOCs) can play a key role. We investigated urinary VOCs across the oestrous cycle using laboratory mice. We assessed the oestrous stage through daily vaginal cytology and analysed urinary VOCs using headspace gas chromatography-mass spectrometry (GC-MS), testing a portable GC-MS against a benchtop system. We detected 65 VOCs from 40 samples stored in VOC traps and analysed on a benchtop GC-MS, and 15 VOCs from 90 samples extracted by solid-phase microextraction (SPME) and analysed on a portable GC-MS. Only three compounds were found in common between the two techniques. Urine collected from the fertile stages of the oestrous cycle had increased quantities of a few notable VOCs compared with urine from non-fertile stages. These VOCs may be indicators of fertility. However, we did not find significant differences in chemical composition among oestrous stages. It is possible that changes in VOC abundance were too small to be detected by our analytical methods. Overall, the use of VOC traps combined with benchtop GC-MS was the more successful of the two methods, yet portable GC-MS systems may still have utility for some in situ applications.
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Affiliation(s)
- Jia Tang
- Department of Anthropology and Archaeology, University of Calgary, Canada
| | - Alice C. Poirier
- Department of Anthropology and Archaeology, University of Calgary, Canada
| | - Gwen Duytschaever
- Department of Anthropology and Archaeology, University of Calgary, Canada
| | - Laís A. A. Moreira
- Department of Anthropology and Archaeology, University of Calgary, Canada
| | - Omer Nevo
- German Centre of Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Germany
- Institute of Biodiversity, Friedrich Schiller University Jena, Germany
| | - Amanda D. Melin
- Department of Anthropology and Archaeology, University of Calgary, Canada
- Department of Medical Genetics, University of Calgary, Canada
- Alberta Children's Hospital Research Institute, University of Calgary, Canada
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Urine LOX-1 and Volatilome as Promising Tools towards the Early Detection of Renal Cancer. Cancers (Basel) 2021; 13:cancers13164213. [PMID: 34439368 PMCID: PMC8393749 DOI: 10.3390/cancers13164213] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 08/17/2021] [Accepted: 08/19/2021] [Indexed: 01/11/2023] Open
Abstract
Simple Summary Renal cell carcinoma (RCC) is often late diagnosed at an advanced stage, worsening the prognosis of the patients. Thus, an early marker is desirable. This paper presents an innovative combined approach useful to identify, for the first time, the presence of LOX-1 protein within the urine of clear cell RCC patients. The LOX-1 protein is related to metabolic disorder-associated carcinogenesis and is shown to be quantitatively correlated to tumor grade and stage. The analysis of volatile compounds released by urine shows the diagnostic potentialities of volatilome and indicates that at least one volatile compound is correlated with both LOX-1 and cancer. In this work, we propose the potential use of a noninvasive approach that enables an early, routine ccRCC diagnosis and leads to a better management of the patients. Abstract Renal cell carcinoma (RCC) represents around 3% of all cancers, within which clear cell RCC (ccRCC) are the most common type (70–75%). The RCC disease regularly progresses asymptomatically and upon presentation is recurrently metastatic, therefore, an early method of detection is necessary. The identification of one or more specific biomarkers measurable in biofluids (i.e., urine) by combined approaches could surely be appropriate for this kind of cancer, especially due to easy obtainability by noninvasive method. OLR1 is a metabolic gene that encodes for the Lectin-like oxidized low-density lipoprotein receptor-1 (LOX-1), implicated in inflammation, atherosclerosis, ROS, and metabolic disorder-associated carcinogenesis. Specifically, LOX-1 is clearly involved in tumor insurgence and progression of different human cancers. This work reports for the first time the presence of LOX-1 protein in ccRCC urine and its peculiar distribution in tumoral tissues. The urine samples headspace has also been analyzed for the presence of the volatile compounds (VOCs) by SPME-GC/MS and gas sensor array. In particular, it was found by GC/MS analysis that 2-Cyclohexen-1-one,3-methyl-6-(1-methylethyl)- correlates with LOX-1 concentration in urine. The combined approach of VOCs analysis and protein quantification could lead to promising results in terms of diagnostic and prognostic potential for ccRCC tumors.
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Eshima J, Davis TJ, Bean HD, Fricks J, Smith BS. A Metabolomic Approach for Predicting Diurnal Changes in Cortisol. Metabolites 2020; 10:metabo10050194. [PMID: 32414047 PMCID: PMC7281277 DOI: 10.3390/metabo10050194] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 05/02/2020] [Accepted: 05/11/2020] [Indexed: 12/25/2022] Open
Abstract
Introduction: The dysregulation of cortisol secretion has been associated with a number of mental health and mood disorders. However, diagnostics for mental health and mood disorders are behavioral and lack biological contexts. Objectives: The goal of this work is to identify volatile metabolites capable of predicting changes in total urinary cortisol across the diurnal cycle for long-term stress monitoring in psychological disorders. Methods: We applied comprehensive two-dimensional gas chromatography coupled with time-of-flight mass spectrometry to sample the urinary volatile metabolome using an untargeted approach across three time points in a single day for 60 subjects. Results: The finalized multiple regression model includes 14 volatile metabolites and 7 interaction terms. A review of the selected metabolites suggests pyrrole, 6-methyl-5-hepten-2-one and 1-iodo-2-methylundecane may originate from endogenous metabolic mechanisms influenced by glucocorticoid signaling mechanisms. Conclusion: This analysis demonstrated the feasibility of using specific volatile metabolites for the prediction of secreted cortisol across time.
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Affiliation(s)
- Jarrett Eshima
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA;
| | - Trenton J. Davis
- School of Life Sciences, Arizona State University, Tempe, AZ 85287, USA; (T.J.D.); (H.D.B.)
- Center for Fundamental and Applied Microbiomics, The Biodesign Institute, Arizona State University, Tempe, AZ 85287, USA
| | - Heather D. Bean
- School of Life Sciences, Arizona State University, Tempe, AZ 85287, USA; (T.J.D.); (H.D.B.)
- Center for Fundamental and Applied Microbiomics, The Biodesign Institute, Arizona State University, Tempe, AZ 85287, USA
| | - John Fricks
- School of Mathematical and Statistical Sciences, Arizona State University, Tempe, AZ 85287, USA;
| | - Barbara S. Smith
- School of Biological and Health Systems Engineering, Arizona State University, Tempe, AZ 85287, USA;
- Correspondence: ; Tel.: +1-(480)-727-8988
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Mochalski P, Leja M, Gasenko E, Skapars R, Santare D, Sivins A, Aronsson DE, Ager C, Jaeschke C, Shani G, Mitrovics J, Mayhew CA, Haick H. Ex vivo emission of volatile organic compounds from gastric cancer and non-cancerous tissue. J Breath Res 2018; 12:046005. [PMID: 29893713 DOI: 10.1088/1752-7163/aacbfb] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
The presence of certain volatile organic compounds (VOCs) in the breath of patients with gastric cancer has been reported by a number of research groups; however, the source of these compounds remains controversial. Comparison of VOCs emitted from gastric cancer tissue to those emitted from non-cancerous tissue would help in understanding which of the VOCs are associated with gastric cancer and provide a deeper knowledge on their generation. Gas chromatography with mass spectrometric detection (GC-MS) coupled with head-space needle trap extraction (HS-NTE) as the pre-concentration technique, was used to identify and quantify VOCs released by gastric cancer and non-cancerous tissue samples collected from 41 patients during surgery. Excluding contaminants, a total of 32 VOCs were liberated by the tissue samples. The emission of four of them (carbon disulfide, pyridine, 3-methyl-2-butanone and 2-pentanone) was significantly higher from cancer tissue, whereas three compounds (isoprene, γ-butyrolactone and dimethyl sulfide) were in greater concentration from the non-cancerous tissues (Wilcoxon signed-rank test, p < 0.05). Furthermore, the levels of three VOCs (2-methyl-1-propene, 2-propenenitrile and pyrrole) were correlated with the occurrence of H. pylori; and four compounds (acetonitrile, pyridine, toluene and 3-methylpyridine) were associated with tobacco smoking. Ex vivo analysis of VOCs emitted by human tissue samples provides a unique opportunity to identify chemical patterns associated with a cancerous state and can be considered as a complementary source of information on volatile biomarkers found in breath, blood or urine.
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Affiliation(s)
- Pawel Mochalski
- Institute for Breath Research, University of Innsbruck, Rathausplatz 4, A-6850 Dornbirn, Austria. Institute of Chemistry, Jan Kochanowski University, Świętokrzyska 15G, PL-25406 Kielce, Poland
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Sandlund J, Lim S, Queralto N, Huang R, Yun J, Taba B, Song R, Odero R, Ouma G, Sitati R, Murithi W, Cain KP, Banaei N. Development of colorimetric sensor array for diagnosis of tuberculosis through detection of urinary volatile organic compounds. Diagn Microbiol Infect Dis 2018; 92:299-304. [PMID: 30025968 DOI: 10.1016/j.diagmicrobio.2018.06.014] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Revised: 05/16/2018] [Accepted: 06/14/2018] [Indexed: 01/23/2023]
Abstract
BACKGROUND Top priorities for tuberculosis control and elimination include a simple, low-cost screening test using sputum and a non-sputum-based test in patients that do not produce sputum. The aim of this study was to evaluate the performance of a colorimetric sensor array (CSA) test, for analysis of volatile organic compounds in urine, in the diagnosis of pulmonary TB. MATERIAL AND METHODS Urine samples were collected from individuals suspected of having pulmonary TB in Western Kenya. Reference methods included MGIT culture and/or Xpert MTB/RIF nucleic acid amplification test on sputa. Fresh urine samples were tested with the CSA, with acid and base and without an additive. The CSA were digitally imaged, and the resulting colorimetric response patterns were used for chemometric analysis. Sensitivity, specificity, and negative (NPV) and positive predictive (PPV) values were determined for HIV-positive and HIV-negative patients. RESULTS In HIV-negative patients, the highest accuracy was obtained in urine samples pre-treated with a base, yielding a sensitivity, specificity, PPV, and NPV of 78.3% (65/83), 69.2% (54/78), 73.0% (n/89) and 75.0% (n/72). The highest sensitivity of 79.5% was achieved using sensor data from all three test conditions at a specificity of 65.4%. In HIV-positive subjects, the sensor performance was substantially lower with sensitivity, specificity, PPV, and NPV ranging from 48.3% to 62.3%, 54.1% to 74.0%, 55.9% to 64.2%, and 60.6% to 64.9%, respectively. CONCLUSION The CSA fingerprint of urine headspace volatiles showed moderate accuracy in diagnosing TB in HIV-negative patients, but the sensor performance dropped substantially in HIV-coinfected patients. Further development of TB-responsive CSA indicators may improve the accuracy of CSA urine assay.
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Affiliation(s)
- Johanna Sandlund
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA; Clinical Microbiology Laboratory, Stanford Hospital and Clinics, Palo Alto, CA, USA
| | - Sung Lim
- Metabolomx, Mountain View, CA, USA
| | | | | | | | | | - Rinn Song
- Division of Infectious Diseases, Boston Children's Hospital, Boston, MA, USA; Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | | | | | - Ruth Sitati
- Kenya Medical Research Institute, Kisumu, Kenya
| | | | - Kevin P Cain
- United States Centers for Disease Control and Prevention, Kisumu, Kenya
| | - Niaz Banaei
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA; Clinical Microbiology Laboratory, Stanford Hospital and Clinics, Palo Alto, CA, USA; Department of Medicine, Division of Infectious Diseases and Geographic Medicine, Stanford University School of Medicine, Stanford, CA, USA.
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Mochalski P, Ruzsanyi V, Wiesenhofer H, Mayhew CA. Instrumental sensing of trace volatiles-a new promising tool for detecting the presence of entrapped or hidden people. J Breath Res 2018; 12:027107. [PMID: 29091047 DOI: 10.1088/1752-7163/aa9769] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
There is a growing demand for rapid analytical systems to detect the presence of humans who are either entrapped as a result of a disaster or, in particular, hidden, as in the case of smuggling or trafficking. The trafficking and smuggling of people to Europe have reached epidemic proportions in recent years. This does not only put a major strain on European resources, but puts at risk the health and lives of the people being trafficked or smuggled. In this context, the early detection and interception of smuggled/trafficked people is of particular importance in terms of saving migrants from life-threatening situations. Similarly, the early and rapid location of entrapped people is crucial for urban search and rescue (USaR) operations organized after natural or man-made disasters. Since the duration of entrapment determines the survivability of victims, each novel detecting tool could considerably improve the effectiveness of the rescue operations and hence potentially save lives. Chemical analysis aiming at using a volatile chemical fingerprint typical for the presence of hidden humans has a huge potential to become an extremely powerful technology in this context. Interestingly, until now this approach has received little attention, despite the fact that trained dogs have been used for decades to detect the presence of buried people through scent. In this article we review the current status of using analytical techniques for chemical analysis for search and rescue operations, and discuss the challenges and future directions. As a practical implementation of this idea, we describe a prototype portable device for use in the rapid location of hidden or entrapped people that employs ion mobility spectrometry and a sensor array for the recognition of the chemical signature of the presence of humans.
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Affiliation(s)
- Pawel Mochalski
- Breath Research Institute of the University of Innsbruck, Rathausplatz 4, A-6850 Dornbirn, Austria
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Zou X, Lu Y, Xia L, Zhang Y, Li A, Wang H, Huang C, Shen C, Chu Y. Detection of Volatile Organic Compounds in a Drop of Urine by Ultrasonic Nebulization Extraction Proton Transfer Reaction Mass Spectrometry. Anal Chem 2018; 90:2210-2215. [PMID: 29281786 DOI: 10.1021/acs.analchem.7b04563] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Detection of volatile organic compounds (VOCs) in human urine has potential application value in screening for disease and toxin exposure. However, the current technologies are too slow to detect the concentration of VOCs in fresh urine. In this study, we developed a novel ultrasonic nebulization extraction proton transfer reaction mass spectrometry (UNE-PTR-MS) technology. The urinary VOCs can be rapidly extracted to gaseous VOCs using the UNE system and then delivered using a carrier gas to the PTR-MS instrument for rapid detection. The carrier gas flow and sample size were optimized to 100 mL/min and 100 μL, respectively. The limits of detection (LODs) and response time of the UNE-PTR-MS were evaluated by detecting three VOCs that are common in human urine: methanol, acetaldehyde, and acetone. The LODs determined for methanol (4.47 μg/L), acetaldehyde (1.98 μg/L), and acetone (3.47 μg/L) are 2-3 orders of magnitude lower than the mean concentrations of that in healthy human urine. The response time of the UNE-PTR-MS is 34 s and only 0.66 mL of urine is required for a full scan. The repeatability of this UNE-PTR-MS was evaluated, and the relative standard deviations of 5 independent determinations were between 4.62% and 5.21%. Lastly, the UNE-PTR-MS was applied for detection of methanol, acetaldehyde, and acetone in real human urine to test matrix effects, yielding relative recoveries of between 88.39% and 94.54%. These results indicate the UNE-PTR-MS can be used for the rapid detection of VOCs in a drop of urine and has practical potential for diagnosing disease or toxin exposure.
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Affiliation(s)
- Xue Zou
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences , Hefei, Anhui 230031, China
| | - Yan Lu
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences , Hefei, Anhui 230031, China
| | - Lei Xia
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences , Hefei, Anhui 230031, China
| | - Yating Zhang
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences , Hefei, Anhui 230031, China
| | - Aiyue Li
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences , Hefei, Anhui 230031, China
| | - Hongmei Wang
- Anhui Institute of Optics and Fine Mechanics, Chinese Academy of Sciences , Hefei, Anhui 230031, China
| | - Chaoqun Huang
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences , Hefei, Anhui 230031, China
| | - Chengyin Shen
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences , Hefei, Anhui 230031, China
| | - Yannan Chu
- Anhui Province Key Laboratory of Medical Physics and Technology, Center of Medical Physics and Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences , Hefei, Anhui 230031, China
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11
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Liu D, Zhao N, Wang M, Pi X, Feng Y, Wang Y, Tong H, Zhu L, Wang C, Li E. Urine volatile organic compounds as biomarkers for minimal change type nephrotic syndrome. Biochem Biophys Res Commun 2017; 496:58-63. [PMID: 29291407 DOI: 10.1016/j.bbrc.2017.12.164] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2017] [Accepted: 12/29/2017] [Indexed: 11/17/2022]
Abstract
Urinary volatile organic compounds (VOCs) profiling has recently received considerable attention because it can be obtained noninvasively and conveniently while it can be successfully used in a variety of diseases and can provide unique biomarkers. The aim of current study was to investigate potential biomarkers between minimal change type nephrotic syndrome (MCNS) and normal. Urinary samples were collected from 38 minimal change type nephrotic syndrome patients and 15 healthy controls. Solid phase microextraction (SPME) and chromatography- mass spectrometry (GC-MS) were used to analysis the urinary metabolites. To deal with the final data, the statistical methods principal component analysis (PCA) and orthogonal partial least-squares discriminant analysis (OPLSDA) were performed. Six specific VOC biomarkers were present at abnormal levels in the urine of MCNS patients. These VOCs included trans-2,2-dimethyl-4-decene; pyrrole; carbamic acid, monoammonium salt; 1-butyne, 3,3-dimethyl-; diisopropylamine; and 4-heptanone. These biomarkers may be useful as a new diagnostic method and for monitoring the prognosis for MCNS patients.
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Affiliation(s)
- Desheng Liu
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
| | - Nana Zhao
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
| | - Mingao Wang
- Department of Nephrology, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
| | - Xin Pi
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
| | - Yue Feng
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
| | - Yue Wang
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
| | - Hongshuang Tong
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
| | - Lin Zhu
- Department of Nephrology, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
| | - Changsong Wang
- Department of Critical Care Medicine, The Third Affiliated Hospital of Harbin Medical University, Harbin, China.
| | - Enyou Li
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, China.
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12
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Hall G, Alenljung S, Forsgren-Brusk U. Identification of Key Odorants in Used Disposable Absorbent Incontinence Products. J Wound Ostomy Continence Nurs 2017; 44:269-276. [PMID: 28328644 PMCID: PMC5417576 DOI: 10.1097/won.0000000000000325] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
PURPOSE The purpose of this study was to identify key odorants in used disposable absorbent incontinence products. DESIGN Descriptive in vitro study SUBJECTS AND SETTING:: Samples of used incontinence products were collected from 8 residents with urinary incontinence living in geriatric nursing homes in the Gothenburg area of Sweden. Products were chosen from a larger set of products that had previously been characterized by descriptive odor analysis. METHODS Pieces of the used incontinence products were cut from the wet area, placed in glass bottles, and kept frozen until dynamic headspace sampling of volatile compounds was completed. Gas chromatography-olfactometry was used to identify which compounds contributed most to the odors in the samples. Compounds were identified by gas chromatography-mass spectrometry. RESULTS Twenty-eight volatiles were found to be key odorants in the used incontinence products. Twenty-six were successfully identified. They belonged to the following classes of chemical compounds: aldehydes (6); amines (1); aromatics (3); isothiocyanates (1); heterocyclics (2); ketones (6); sulfur compounds (6); and terpenes (1). CONCLUSION Nine of the 28 key odorants were considered to be of particular importance to the odor of the used incontinence products: 3-methylbutanal, trimethylamine, cresol, guaiacol, 4,5-dimethylthiazole-S-oxide, diacetyl, dimethyl trisulfide, 5-methylthio-4-penten-2-ol, and an unidentified compound.
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Affiliation(s)
- Gunnar Hall
- Gunnar Hall, PhD, Sensory and Flavor Science, SP Technical Research Institute of Sweden, Food and Bioscience, Gothenburg, Sweden
- Susanne Alenljung, MSc, Hygiene and Odor, SCA Hygiene Products AB, Gothenburg, Sweden
- Ulla Forsgren-Brusk, MSc, Hygiene and Odor, SCA Hygiene Products AB, Gothenburg, Sweden
| | - Susanne Alenljung
- Correspondence: Susanne Alenljung, MSc, Hygiene and Odor, SCA Hygiene Products AB, SE-405 03 Gothenburg, Sweden ()
| | - Ulla Forsgren-Brusk
- Gunnar Hall, PhD, Sensory and Flavor Science, SP Technical Research Institute of Sweden, Food and Bioscience, Gothenburg, Sweden
- Susanne Alenljung, MSc, Hygiene and Odor, SCA Hygiene Products AB, Gothenburg, Sweden
- Ulla Forsgren-Brusk, MSc, Hygiene and Odor, SCA Hygiene Products AB, Gothenburg, Sweden
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13
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Thermal desorption comprehensive two-dimensional gas chromatography coupled to variable-energy electron ionization time-of-flight mass spectrometry for monitoring subtle changes in volatile organic compound profiles of human blood. J Chromatogr A 2017; 1501:117-127. [DOI: 10.1016/j.chroma.2017.04.026] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 04/05/2017] [Accepted: 04/09/2017] [Indexed: 01/04/2023]
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14
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Liu B, Giannis A, Chen A, Zhang J, Chang VWC, Wang JY. Determination of urine-derived odorous compounds in a source separation sanitation system. J Environ Sci (China) 2017; 52:240-249. [PMID: 28254044 DOI: 10.1016/j.jes.2016.04.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2016] [Revised: 03/29/2016] [Accepted: 04/18/2016] [Indexed: 06/06/2023]
Abstract
Source separation sanitation systems have attracted more and more attention recently. However, separate urine collection and treatment could induce odor issues, especially in large scale application. In order to avoid such issues, it is necessary to monitor the odor related compounds that might be generated during urine storage. This study investigated the odorous compounds that emitted from source-separated human urine under different hydrolysis conditions. Batch experiments were conducted to investigate the effect of temperature, stale/fresh urine ratio and urine dilution on odor emissions. It was found that ammonia, dimethyl disulfide, allyl methyl sulfide and 4-heptanone were the main odorous compounds generated from human urine, with headspace concentrations hundreds of times higher than their respective odor thresholds. Furthermore, the high temperature accelerated urine hydrolysis and liquid-gas mass transfer, resulting a remarkable increase of odor emissions from the urine solution. The addition of stale urine enhanced urine hydrolysis and expedited odor emissions. On the contrary, diluted urine emitted less odorous compounds ascribed to reduced concentrations of odorant precursors. In addition, this study quantified the odor emissions and revealed the constraints of urine source separation in real-world applications. To address the odor issue, several control strategies are recommended for odor mitigation or elimination from an engineering perspective.
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Affiliation(s)
- Bianxia Liu
- Residues and Resource Reclamation Centre (R3C), Nanyang Environment and Water Research Institute, Nanyang Technological University, 1 Cleantech Loop, CleanTech One, Singapore 637141, Singapore
| | - Apostolos Giannis
- Residues and Resource Reclamation Centre (R3C), Nanyang Environment and Water Research Institute, Nanyang Technological University, 1 Cleantech Loop, CleanTech One, Singapore 637141, Singapore.
| | - Ailu Chen
- School of Civil and Environmental Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
| | - Jiefeng Zhang
- School of Civil and Environmental Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
| | - Victor W C Chang
- Residues and Resource Reclamation Centre (R3C), Nanyang Environment and Water Research Institute, Nanyang Technological University, 1 Cleantech Loop, CleanTech One, Singapore 637141, Singapore; School of Civil and Environmental Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
| | - Jing-Yuan Wang
- Residues and Resource Reclamation Centre (R3C), Nanyang Environment and Water Research Institute, Nanyang Technological University, 1 Cleantech Loop, CleanTech One, Singapore 637141, Singapore; School of Civil and Environmental Engineering, Nanyang Technological University, 50 Nanyang Avenue, Singapore 639798, Singapore
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15
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Wang M, Xie R, Jia X, Liu R. Urinary Volatile Organic Compounds as Potential Biomarkers in Idiopathic Membranous Nephropathy. Med Princ Pract 2017; 26. [PMID: 28633145 PMCID: PMC5768119 DOI: 10.1159/000478782] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE To detect urinary volatile organic compounds (VOCs) in patients with idiopathic membranous nephropathy (iMN) and normal controls, and to examine whether or not urinary VOCs can act as biomarkers for the diagnosis of iMN independent of renal biopsy. MATERIALS AND METHODS Gas chromatography/mass spectrometry (GC/MS) was used to assess the urine collected from 63 iMN patients and 15 normal controls. The statistical methods of principal component analysis and partial least squares discriminant analysis were performed to process the final data in Common Data Format which were converted from GC/MS data. RESULTS Six VOCs in the urine samples of iMN patients exhibited significant differences from those of normal controls: carbamic acid monoammonium salt, 2-pentanone, 2,4-dimethyl-pentanal, hydrogen azide, thiourea, and 4-heptanone were significantly higher than in controls (p < 0.05). CONCLUSIONS Six urinary VOCs were isolated from patients with iMN using GC/MS. The analysis of urinary VOCs using GC/MS could be developed into a non-invasive method for the detection of iMN.
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Affiliation(s)
| | | | | | - Ruichan Liu
- *Ruichan Liu, Department of Nephrology, The First Affiliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin 150001 (China), E-Mail
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16
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De Silva D, Lee S, Duke A, Angalakurthi S, Chou CE, Ebrahimpour A, Thompson DE, Petrikovics I. Intravascular Residence Time Determination for the Cyanide Antidote Dimethyl Trisulfide in Rat by Using Liquid-Liquid Extraction Coupled with High Performance Liquid Chromatography. JOURNAL OF ANALYTICAL METHODS IN CHEMISTRY 2016; 2016:6546475. [PMID: 28053802 PMCID: PMC5174746 DOI: 10.1155/2016/6546475] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Revised: 10/19/2016] [Accepted: 11/13/2016] [Indexed: 06/06/2023]
Abstract
These studies represent the first report on the intravascular residence time determinations for the cyanide antidote dimethyl trisulfide (DMTS) in a rat model by using high performance liquid chromatography coupled with ultraviolet absorption spectroscopy (HPLC-UV). The newly developed sample preparation included liquid-liquid extraction by cyclohexanone. The calibration curves showed a linear response for DMTS concentrations between 0.010 and 0.30 mg/mL with R2 = 0.9994. The limit of detection for DMTS via this extraction method was 0.010 mg/mL, and the limit of quantitation was 0.034 mg/mL. Thus this calibration curve provided a tool for determining DMTS in the range between 0.04 and 0.30 mg/mL. Rats were given 20 mg/kg DMTS dose (in 15% Polysorbate 80) intravenously, and blood samples were taken 15, 60, 90, 120, and 240 min after DMTS injections. The data points were plotted as DMTS concentration in RBCs versus time, and the intravascular residence time was determined graphically. The results indicated a half-life of 36 min in a rat model, suggesting that the circulation time is long enough to provide a reasonable time interval for cyanide antagonism.
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Affiliation(s)
- Deepthika De Silva
- Department of Chemistry, Sam Houston State University, 1003 Bowers Blvd, Huntsville Texas, TX 77340, USA
| | - Steven Lee
- Department of Chemistry, Sam Houston State University, 1003 Bowers Blvd, Huntsville Texas, TX 77340, USA
| | - Anna Duke
- Department of Chemistry, Sam Houston State University, 1003 Bowers Blvd, Huntsville Texas, TX 77340, USA
| | - Siva Angalakurthi
- Department of Chemistry, Sam Houston State University, 1003 Bowers Blvd, Huntsville Texas, TX 77340, USA
| | - Ching-En Chou
- Department of Chemistry, Sam Houston State University, 1003 Bowers Blvd, Huntsville Texas, TX 77340, USA
| | - Afshin Ebrahimpour
- Department of Chemistry, Sam Houston State University, 1003 Bowers Blvd, Huntsville Texas, TX 77340, USA
| | - David E. Thompson
- Department of Chemistry, Sam Houston State University, 1003 Bowers Blvd, Huntsville Texas, TX 77340, USA
| | - Ilona Petrikovics
- Department of Chemistry, Sam Houston State University, 1003 Bowers Blvd, Huntsville Texas, TX 77340, USA
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17
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Lim SH, Martino R, Anikst V, Xu Z, Mix S, Benjamin R, Schub H, Eiden M, Rhodes PA, Banaei N. Rapid Diagnosis of Tuberculosis from Analysis of Urine Volatile Organic Compounds. ACS Sens 2016; 1:852-856. [PMID: 29057329 DOI: 10.1021/acssensors.6b00309] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The World Health Organization has called for simple, sensitive, and non-sputum diagnostics for tuberculosis. We report development of a urine tuberculosis test using a colorimetric sensor array (CSA). The sensor comprised of 73 different indicators captures high-dimensional, spatiotemporal signatures of volatile chemicals emitted by human urine samples. The sensor responses to 63 urine samples collected from 22 tuberculosis cases and 41 symptomatic controls were measured under five different urine test conditions. Basified testing condition yielded the best accuracy with 85.5% sensitivity and 79.5% specificity. The CSA urine assay offers desired features needed for tuberculosis diagnosis in endemic settings.
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Affiliation(s)
- Sung H. Lim
- Metabolomx, Mountain View, California 94043, United States
| | | | - Victoria Anikst
- Department
of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Zeyu Xu
- Department
of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Samantha Mix
- Department
of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
| | - Robert Benjamin
- Alameda County Medical Center, Oakland, California 94602, United States
| | - Herbert Schub
- Alameda County Medical Center, Oakland, California 94602, United States
| | - Michael Eiden
- Metabolomx, Mountain View, California 94043, United States
| | - Paul A. Rhodes
- Metabolomx, Mountain View, California 94043, United States
| | - Niaz Banaei
- Department
of Pathology, Stanford University School of Medicine, Stanford, California 94305, United States
- Clinical
Microbiology Laboratory, Stanford University Medical Center, Palo Alto, California 94304, United States
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18
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Wang D, Wang C, Pi X, Guo L, Wang Y, Li M, Feng Y, Lin Z, Hou W, Li E. Urinary volatile organic compounds as potential biomarkers for renal cell carcinoma. Biomed Rep 2016; 5:68-72. [PMID: 27347408 DOI: 10.3892/br.2016.686] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Accepted: 04/25/2016] [Indexed: 12/17/2022] Open
Abstract
Currently, there is no adequate, sensitive, reproducible, specific and noninvasive biomarker that can reliably be used to detect renal cell carcinoma (RCC). Previous studies have elucidated the urinary non-volatile metabolic profile of RCC. However, whether urinary volatile organic compound (VOC) profiles are able to identify RCC remains to be elucidated. In the present study, urine was collected from 22 patients with RCC and 25 healthy subjects. Principal component analysis and orthogonal partial least square discriminant analysis were used to compare the data of patients and healthy subjects, and preoperative and postoperative patients undergoing radical nephrectomy. In total, 11 VOC biomarkers were elevated in the RCC patients compared to the healthy subjects, which were phenol; decanal; 1,6-dioxacyclododecane-7,12-dione; 1-bromo-1-(3-methyl-1-pentenylidene)-2,2,3,3-tetramethyl-cyclopropane; nonanal; 3-ethyl-3-methylheptane; isolongifolene-5-ol; 2,5-cyclohexadiene-1,4-dione, 2,6-bis(1,1-dimethylethyl); tetradecane; aniline; and 2,6,10,14-tetramethyl-pentadecane. Three biomarkers were decreased in RCC patients: styrene, 4-heptanone and dimethylsilanediol. In preoperative patients, 2-ethyl-1-hexanol and cyclohexanone were elevated, while 6-t-butyl-2,2,9,9-tetramethyl-3,5-decadien-7-yne were decreased when compared to postoperative patients. Compared with the healthy subjects, RCC has a unique VOC profile, suggesting that VOC profiles may be a useful diagnostic assay for RCC.
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Affiliation(s)
- Dongchun Wang
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Changsong Wang
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Xin Pi
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Lei Guo
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Yue Wang
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Mingjuan Li
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Yue Feng
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Ziwei Lin
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Wei Hou
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
| | - Enyou Li
- Department of Anesthesiology, The First Affiliated Hospital of Harbin Medical University, Harbin, Heilongjiang 150001, P.R. China
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19
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Mochalski P, Unterkofler K. Quantification of selected volatile organic compounds in human urine by gas chromatography selective reagent ionization time of flight mass spectrometry (GC-SRI-TOF-MS) coupled with head-space solid-phase microextraction (HS-SPME). Analyst 2016; 141:4796-803. [DOI: 10.1039/c6an00825a] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Selective reagent ionization time of flight mass spectrometry with NO+as the reagent ion in conjunction with gas chromatography and head-space solid-phase microextraction was used to determine 16 volatiles in human urine.
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Affiliation(s)
- Paweł Mochalski
- Breath Research Institute of the University of Innsbruck
- A-6850 Dornbirn
- Austria
| | - Karl Unterkofler
- Breath Research Institute of the University of Innsbruck
- A-6850 Dornbirn
- Austria
- Vorarlberg University of Applied Sciences
- A-6850 Dornbirn
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20
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Mazzone PJ, Wang XF, Lim S, Choi H, Jett J, Vachani A, Zhang Q, Beukemann M, Seeley M, Martino R, Rhodes P. Accuracy of volatile urine biomarkers for the detection and characterization of lung cancer. BMC Cancer 2015; 15:1001. [PMID: 26698840 PMCID: PMC4690321 DOI: 10.1186/s12885-015-1996-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2015] [Accepted: 12/11/2015] [Indexed: 12/26/2022] Open
Abstract
Background The mixture of volatile organic compounds in the headspace gas of urine may be able to distinguish lung cancer patients from relevant control populations. Methods Subjects with biopsy confirmed untreated lung cancer, and others at risk for developing lung cancer, provided a urine sample. A colorimetric sensor array was exposed to the headspace gas of neat and pre-treated urine samples. Random forest models were trained from the sensor output of 70 % of the study subjects and were tested against the remaining 30 %. Models were developed to separate cancer and cancer subgroups from control, and to characterize the cancer. An additional model was developed on the largest clinical subgroup. Results 90 subjects with lung cancer and 55 control subjects participated. The accuracies, reported as C-statistics, for models of cancer or cancer subgroups vs. control ranged from 0.795 – 0.917. A model of lung cancer vs. control built using only subjects from the largest available clinical subgroup (30 subjects) had a C-statistic of 0.970. Models developed and tested to characterize cancer histology, and to compare early to late stage cancer, had C-statistics of 0.849 and 0.922 respectively. Conclusions The colorimetric sensor array signature of volatile organic compounds in the urine headspace may be capable of distinguishing lung cancer patients from clinically relevant controls. The incorporation of clinical phenotypes into the development of this biomarker may optimize its accuracy.
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Affiliation(s)
- Peter J Mazzone
- Respiratory Institute, Cleveland Clinic, 9500 Euclid Ave., A90, Cleveland, OH, 44195, USA.
| | - Xiao-Feng Wang
- Respiratory Institute, Cleveland Clinic, 9500 Euclid Ave., A90, Cleveland, OH, 44195, USA.
| | - Sung Lim
- Metabolomx, Mountainview, CA, USA.
| | - Humberto Choi
- Respiratory Institute, Cleveland Clinic, 9500 Euclid Ave., A90, Cleveland, OH, 44195, USA.
| | - James Jett
- National Jewish Health, Denver, CO, USA.
| | - Anil Vachani
- University of Pennsylvania, Philadelphia, PA, USA.
| | - Qi Zhang
- Respiratory Institute, Cleveland Clinic, 9500 Euclid Ave., A90, Cleveland, OH, 44195, USA.
| | - Mary Beukemann
- Respiratory Institute, Cleveland Clinic, 9500 Euclid Ave., A90, Cleveland, OH, 44195, USA.
| | - Meredith Seeley
- Respiratory Institute, Cleveland Clinic, 9500 Euclid Ave., A90, Cleveland, OH, 44195, USA.
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Volatile Organic Metabolites Identify Patients with Mesangial Proliferative Glomerulonephritis, IgA Nephropathy and Normal Controls. Sci Rep 2015; 5:14744. [PMID: 26443483 PMCID: PMC4595831 DOI: 10.1038/srep14744] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2015] [Accepted: 09/07/2015] [Indexed: 02/04/2023] Open
Abstract
Urinary volatile organic compounds (VOCs) analysis for kidney diseases has attracted a large amount of scientific interest recently, and urinary metabolite analysis has already been applied to many diseases. Urine was collected from 15 mesangial proliferative glomerulonephritis (MsPGN) patients, 21 IgA nephropathy (IgAN) patients and 15 healthy controls. Solid phase microextraction-chromatography- mass spectrometry (SPME-GC-MS) was used to analyse the urinary metabolites. The statistical methods principal component analysis (PCA) and orthogonal partial least-squares discriminant analysis (OPLSDA) were performed to process the final data. Five metabolites were significantly greater in the group of MsPGN patients than in the normal control group (P < 0.05) while three metabolites were found at increased levels in the group of IgAN patients compared with the normal controls (P < 0.05). In addition, five metabolites were significantly increased in the group of IgAN patients compared with the MsPGN patients (P < 0.05). These five metabolites may be specific biomarkers for distinguishing between MsPGN and IgAN. The analysis of urinary VOCs appears to have potential clinical applications as a diagnostic tool.
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22
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Mochalski P, Unterkofler K, Teschl G, Amann A. Potential of volatile organic compounds as markers of entrapped humans for use in urban search-and-rescue operations. Trends Analyt Chem 2015. [DOI: 10.1016/j.trac.2015.02.013] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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23
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Couch RD, Dailey A, Zaidi F, Navarro K, Forsyth CB, Mutlu E, Engen PA, Keshavarzian A. Alcohol induced alterations to the human fecal VOC metabolome. PLoS One 2015; 10:e0119362. [PMID: 25751150 PMCID: PMC4353727 DOI: 10.1371/journal.pone.0119362] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2014] [Accepted: 01/13/2015] [Indexed: 12/15/2022] Open
Abstract
Studies have shown that excessive alcohol consumption impacts the intestinal microbiota composition, causing disruption of homeostasis (dysbiosis). However, this observed change is not indicative of the dysbiotic intestinal microbiota function that could result in the production of injurious and toxic products. Thus, knowledge of the effects of alcohol on the intestinal microbiota function and their metabolites is warranted, in order to better understand the role of the intestinal microbiota in alcohol associated organ failure. Here, we report the results of a differential metabolomic analysis comparing volatile organic compounds (VOC) detected in the stool of alcoholics and non-alcoholic healthy controls. We performed the analysis with fecal samples collected after passage as well as with samples collected directly from the sigmoid lumen. Regardless of the approach to fecal collection, we found a stool VOC metabolomic signature in alcoholics that is different from healthy controls. The most notable metabolite alterations in the alcoholic samples include: (1) an elevation in the oxidative stress biomarker tetradecane; (2) a decrease in five fatty alcohols with anti-oxidant property; (3) a decrease in the short chain fatty acids propionate and isobutyrate, important in maintaining intestinal epithelial cell health and barrier integrity; (4) a decrease in alcohol consumption natural suppressant caryophyllene; (5) a decrease in natural product and hepatic steatosis attenuator camphene; and (6) decreased dimethyl disulfide and dimethyl trisulfide, microbial products of decomposition. Our results showed that intestinal microbiota function is altered in alcoholics which might promote alcohol associated pathologies.
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Affiliation(s)
- Robin D. Couch
- Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America
- * E-mail:
| | - Allyson Dailey
- Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America
| | - Fatima Zaidi
- Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America
| | - Karl Navarro
- Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America
| | - Christopher B. Forsyth
- Department of Medicine, Division of Digestive Diseases and Nutrition, Rush University Medical Center, Chicago, Illinois, United States of America
- Department of Biochemistry, Rush University Medical Center, Chicago, Illinois, United States of America
| | - Ece Mutlu
- Department of Medicine, Division of Digestive Diseases and Nutrition, Rush University Medical Center, Chicago, Illinois, United States of America
| | - Phillip A. Engen
- Department of Medicine, Division of Digestive Diseases and Nutrition, Rush University Medical Center, Chicago, Illinois, United States of America
| | - Ali Keshavarzian
- Department of Medicine, Division of Digestive Diseases and Nutrition, Rush University Medical Center, Chicago, Illinois, United States of America
- Department of Pharmacology, Rush University Medical Center, Chicago, Illinois, United States of America
- Department of Molecular Biophysics and Physiology, Rush University Medical Center, Chicago, Illinois, United States of America
- Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, The Netherlands
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Trace detection of endogenous human volatile organic compounds for search, rescue and emergency applications. Trends Analyt Chem 2015. [DOI: 10.1016/j.trac.2014.11.018] [Citation(s) in RCA: 48] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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Samudrala D, Geurts B, Brown PA, Szymańska E, Mandon J, Jansen J, Buydens L, Harren FJM, Cristescu SM. Changes in urine headspace composition as an effect of strenuous walking. Metabolomics 2015; 11:1656-1666. [PMID: 26491419 PMCID: PMC4605988 DOI: 10.1007/s11306-015-0813-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 05/20/2015] [Indexed: 12/30/2022]
Abstract
The present investigation uses proton transfer reaction mass spectrometry (PTR-MS) combined with multivariate and univariate statistical analyses to study potential biomarkers for altered metabolism in urine due to strenuous walking. Urine samples, in concurrence with breath and blood samples, were taken from 51 participants (23 controls, 11 type-1 diabetes, 17 type-2 diabetes) during the Dutch endurance walking event, the International Four Days Marches. Multivariate analysis allowed for discrimination of before and after exercise for all three groups (control, type-1 and type-2 diabetes) and on three out of 4 days. The analysis highlighted 12 molecular ions contributing to this discrimination. Of these, acetic acid in urine is identified as a significant marker for exercise effects induced by walking; an increase is observed as an effect of walking. Analysis of acetone concentration with univariate tools resulted in different information when compared to breath as a function of exercise, revealing an interesting effect of time over the 4 days. In breath, acetone provides an immediate snapshot of metabolism, whereas urinary acetone will result from longer term diffusion processes, providing a time averaged view of metabolism. The potential to use PTR-MS measurements of urine to monitor exercise effects is exhibited, and may be utilized to monitor subjects in mass participation exercise events.
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Affiliation(s)
- Devasena Samudrala
- 0000000122931605grid.5590.9Institute Molecules & Materials, Life Science Trace Gas Facility, Radboud University Nijmegen, 6500 GL Nijmegen, Netherlands
| | - Brigitte Geurts
- 0000000122931605grid.5590.9Institute Molecules & Materials, Department Analytical Chemistry, Radboud University Nijmegen, 6500 GL Nijmegen, Netherlands
| | - Phil A. Brown
- 0000000122931605grid.5590.9Institute Molecules & Materials, Life Science Trace Gas Facility, Radboud University Nijmegen, 6500 GL Nijmegen, Netherlands
- TI-COAST, Science Park 904, 1098 XH Amsterdam, Netherlands
| | - Ewa Szymańska
- 0000000122931605grid.5590.9Institute Molecules & Materials, Department Analytical Chemistry, Radboud University Nijmegen, 6500 GL Nijmegen, Netherlands
- TI-COAST, Science Park 904, 1098 XH Amsterdam, Netherlands
| | - Julien Mandon
- 0000000122931605grid.5590.9Institute Molecules & Materials, Life Science Trace Gas Facility, Radboud University Nijmegen, 6500 GL Nijmegen, Netherlands
| | - Jeroen Jansen
- 0000000122931605grid.5590.9Institute Molecules & Materials, Department Analytical Chemistry, Radboud University Nijmegen, 6500 GL Nijmegen, Netherlands
| | - Lutgarde Buydens
- 0000000122931605grid.5590.9Institute Molecules & Materials, Department Analytical Chemistry, Radboud University Nijmegen, 6500 GL Nijmegen, Netherlands
| | - Frans J. M. Harren
- 0000000122931605grid.5590.9Institute Molecules & Materials, Life Science Trace Gas Facility, Radboud University Nijmegen, 6500 GL Nijmegen, Netherlands
| | - Simona M. Cristescu
- 0000000122931605grid.5590.9Institute Molecules & Materials, Life Science Trace Gas Facility, Radboud University Nijmegen, 6500 GL Nijmegen, Netherlands
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Mochalski P, Unterkofler K, Španěl P, Smith D, Amann A. Product ion distributions for the reactions of NO(+) with some physiologically significant volatile organosulfur and organoselenium compounds obtained using a selective reagent ionization time-of-flight mass spectrometer. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2014; 28:1683-1690. [PMID: 24975248 PMCID: PMC4142009 DOI: 10.1002/rcm.6947] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2014] [Revised: 05/09/2014] [Accepted: 05/13/2014] [Indexed: 06/03/2023]
Abstract
RATIONALE The reactions of NO(+) with volatile organic compounds (VOCs) in Selective Reagent Ionization Time-of-Flight Mass Spectrometry (SRI-TOF-MS) reactors are relatively poorly known, inhibiting their use for trace gas analysis. The rationale for this product ion distribution study was to identify the major product ions of the reactions of NO(+) ions with 13 organosulfur compounds and 2 organoselenium compounds in an SRI-TOF-MS instrument and thus to prepare the way for their analysis in exhaled breath, in skin emanations and in the headspace of urine, blood and cell and bacterial cultures. METHODS Product ion distributions have been investigated by a SRI-TOF-MS instrument at an E/N in the drift tube reactor of 130 Td for both dry air and humid air (4.9% absolute humidity) used as the matrix gas. The investigated species were five monosulfides (dimethyl sulfide, ethyl methyl sulfide, methyl propyl sulfide, allyl methyl sulfide and methyl 5-methyl-2-furyl sulfide), dimethyl disulfide, dimethyl trisulfide, thiophene, 2-methylthiophene, 3-methylthiophene, methanethiol, allyl isothiocyanate, dimethyl sulfoxide, and two selenium compounds - dimethyl selenide and dimethyl diselenide. RESULTS Charge transfer was seen to be the dominant reaction mechanism in all reactions under study forming the M(+) cations. For methanethiol and allyl isothiocyanate significant fractions were also observed of the stable adduct ions NO(+) M, formed by ion-molecule association, and [M-H](+) ions, formed by hydride ion transfer. Several other minor product channels are seen for most reactions indicating that the nascent excited intermediate (NOM)(+) * adduct ions partially fragment along other channels, most commonly by the elimination of neutral CH3 , CH4 and/or C2 H4 species that are probably bound to an NO molecule. Humidity had little effect on the product ion distributions. CONCLUSIONS The findings of this study are of particular importance for data interpretation in studies of volatile organosulfur and volatile organoselenium compounds employing SRI-TOF-MS in the NO(+) mode.
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Affiliation(s)
- Paweł Mochalski
- Breath Research Institute of the University of InnsbruckRathausplatz 4, A-6850, Dornbirn, Austria
| | - Karl Unterkofler
- Breath Research Institute of the University of InnsbruckRathausplatz 4, A-6850, Dornbirn, Austria
- Vorarlberg University of Applied SciencesHochschulstr. 1, A-6850, Dornbirn, Austria
| | - Patrik Španěl
- J. Heyrovský Institute of Physical Chemistry, Academy of Sciences of the Czech RepublicDolejškova 3, 18223, Prague 8, Czech Republic
| | - David Smith
- Institute for Science and Technology in Medicine, Medical School, Keele UniversityThornburrow Drive, Hartshill, Stoke-on-Trent, ST4 7QB, UK
| | - Anton Amann
- Breath Research Institute of the University of InnsbruckRathausplatz 4, A-6850, Dornbirn, Austria
- Univ.-Clinic for Anesthesia and Intensive Care, Innsbruck Medical UniversityAnichstr, 35, A-6020, Innsbruck, Austria
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Amann A, Costello BDL, Miekisch W, Schubert J, Buszewski B, Pleil J, Ratcliffe N, Risby T. The human volatilome: volatile organic compounds (VOCs) in exhaled breath, skin emanations, urine, feces and saliva. J Breath Res 2014; 8:034001. [PMID: 24946087 DOI: 10.1088/1752-7155/8/3/034001] [Citation(s) in RCA: 377] [Impact Index Per Article: 37.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Breath analysis is a young field of research with its roots in antiquity. Antoine Lavoisier discovered carbon dioxide in exhaled breath during the period 1777-1783, Wilhelm (Vilém) Petters discovered acetone in breath in 1857 and Johannes Müller reported the first quantitative measurements of acetone in 1898. A recent review reported 1765 volatile compounds appearing in exhaled breath, skin emanations, urine, saliva, human breast milk, blood and feces. For a large number of compounds, real-time analysis of exhaled breath or skin emanations has been performed, e.g., during exertion of effort on a stationary bicycle or during sleep. Volatile compounds in exhaled breath, which record historical exposure, are called the 'exposome'. Changes in biogenic volatile organic compound concentrations can be used to mirror metabolic or (patho)physiological processes in the whole body or blood concentrations of drugs (e.g. propofol) in clinical settings-even during artificial ventilation or during surgery. Also compounds released by bacterial strains like Pseudomonas aeruginosa or Streptococcus pneumonia could be very interesting. Methyl methacrylate (CAS 80-62-6), for example, was observed in the headspace of Streptococcus pneumonia in concentrations up to 1420 ppb. Fecal volatiles have been implicated in differentiating certain infectious bowel diseases such as Clostridium difficile, Campylobacter, Salmonella and Cholera. They have also been used to differentiate other non-infectious conditions such as irritable bowel syndrome and inflammatory bowel disease. In addition, alterations in urine volatiles have been used to detect urinary tract infections, bladder, prostate and other cancers. Peroxidation of lipids and other biomolecules by reactive oxygen species produce volatile compounds like ethane and 1-pentane. Noninvasive detection and therapeutic monitoring of oxidative stress would be highly desirable in autoimmunological, neurological, inflammatory diseases and cancer, but also during surgery and in intensive care units. The investigation of cell cultures opens up new possibilities for elucidation of the biochemical background of volatile compounds. In future studies, combined investigations of a particular compound with regard to human matrices such as breath, urine, saliva and cell culture investigations will lead to novel scientific progress in the field.
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Affiliation(s)
- Anton Amann
- Univ-Clinic for Anesthesia and Intensive Care, Innsbruck Medical University, Anichstr, 35, A-6020 Innsbruck, Austria. Breath Research Institute of the University of Innsbruck, Rathausplatz 4, A-6850 Dornbirn, Austria
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Mochalski P, Unterkofler K, Španěl P, Smith D, Amann A. Product ion distributions for the reactions of NO + with some physiologically significant aldehydes obtained using a SRI-TOF-MS instrument. INTERNATIONAL JOURNAL OF MASS SPECTROMETRY 2014; 363:23-31. [PMID: 25844049 PMCID: PMC4375723 DOI: 10.1016/j.ijms.2014.02.016] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/27/2014] [Accepted: 02/23/2014] [Indexed: 05/07/2023]
Abstract
Product ion distributions for the reactions of NO+ with 22 aldehydes involved in human physiology have been determined under the prevailing conditions of a selective reagent ionization time of flight mass spectrometry (SRI-TOF-MS) at an E/N in the flow/drift tube reactor of 130 Td. The chosen aldehydes were fourteen alkanals (the C2-C11 n-alkanals, 2-methyl propanal, 2-methyl butanal, 3-methyl butanal, and 2-ethyl hexanal), six alkenals (2-propenal, 2-methyl 2-propenal, 2-butenal, 3-methyl 2-butenal, 2-methyl 2-butenal, and 2-undecenal), benzaldehyde, and furfural. The product ion fragmentations patterns were determined for both dry air and humid air (3.5% absolute humidity) used as the matrix buffer/carrier gas in the drift tube of the SRI-TOF-MS instrument. Hydride ion transfer was seen to be a common ionization mechanism in all these aldehydes, thus generating (M-H)+ ions. Small fractions of the adduct ion, NO+M, were also seen for some of the unsaturated alkenals, in particular 2-undecenal, and heterocyclic furfural for which the major reactive channel was non-dissociative charge transfer generating the M+ parent ion. Almost all of the reactions resulted in partial fragmentation of the aldehyde molecules generating hydrocarbon ions; specifically, the alkanal reactions resulted in multiple product ions, whereas, the alkenals reactions produced only two or three product ions, dissociation of the nascent excited product ion occurring preferentially at the 2-position. The findings of this study are of particular importance for data interpretation in studies of aldehydes reactions employing SRI-TOF-MS in the NO+ mode.
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Affiliation(s)
- Paweł Mochalski
- Breath Research Institute of the University of Innsbruck, Rathausplatz 4, A-6850 Dornbirn, Austria
- Corresponding author. Tel.: +43 512 503 24636; fax: +43 512 504 6724636.
| | - Karl Unterkofler
- Breath Research Institute of the University of Innsbruck, Rathausplatz 4, A-6850 Dornbirn, Austria
- Vorarlberg University of Applied Sciences, Hochschulstr. 1, A-6850 Dornbirn, Austria
| | - Patrik Španěl
- J. Heyrovský Institut of Physical Chemistry, Academy of Sciences of the Czech Republic, Dolejškova 3, 18223 Prague 8, Czech Republic
| | - David Smith
- Institute for Science and Technology in Medicine, Medical School, Keele University, Thornburrow Drive, Hartshill, Stoke-on-Trent ST4 7QB, UK
| | - Anton Amann
- Breath Research Institute of the University of Innsbruck, Rathausplatz 4, A-6850 Dornbirn, Austria
- Univ.-Clinic for Anesthesia and Intensive Care, Innsbruck Medical University, Anichstr 35, A-6020 Innsbruck, Austria
- Corresponding author at: Breath Research Institute of the University of Innsbruck, Rathausplatz 4, A-6850 Dornbirn, Austria. Tel.: +43 512 503 24636; fax: +43 512 504 6724636.
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Mochalski P, Unterkofler K, Hinterhuber H, Amann A. Monitoring of selected skin-borne volatile markers of entrapped humans by selective reagent ionization time of flight mass spectrometry in NO+ mode. Anal Chem 2014; 86:3915-23. [PMID: 24611620 PMCID: PMC4004195 DOI: 10.1021/ac404242q] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
Selective reagent ionization time-of-flight mass spectrometry with NO(+) as the reagent ion (SRI-TOF-MS (NO(+))) was applied for near real-time monitoring of selected skin-borne constituents which are potential markers of human presence. The experimental protocol involved a group of 10 healthy volunteers enclosed in a body plethysmography chamber mimicking the entrapment environment. A total of 12 preselected omnipresent in human scent volatiles were quantitatively monitored. Among them there were six aldehydes (n-propanal, n-hexanal, n-heptanal, n-octanal, n-nonanal, and 2 methyl 2-propenal), four ketones (acetone, 2-butanone, 3-buten-2-one, and 6-methyl-5-hepten-2-one), one hydrocarbon (2-methyl 2-pentene), and one terpene (DL-limonene). The observed median emission rates ranged from 0.28 to 44.8 nmol × person(-1) × min(-1) (16-1530 fmol × cm(-2) × min(-1)). Within the compounds under study, ketones in general and acetone in particular exhibited the highest abundances. The findings of this study provide invaluable information about formation and evolution of a human-specific chemical fingerprint, which could be used for the early location of entrapped victims during urban search and rescue operations (USaR).
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Affiliation(s)
- Paweł Mochalski
- Breath Research Institute, University of Innsbruck , Rathausplatz 4, A-6850 Dornbirn, Austria
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Emission rates of selected volatile organic compounds from skin of healthy volunteers. J Chromatogr B Analyt Technol Biomed Life Sci 2014; 959:62-70. [PMID: 24768920 PMCID: PMC4013926 DOI: 10.1016/j.jchromb.2014.04.006] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Revised: 03/31/2014] [Accepted: 04/03/2014] [Indexed: 12/23/2022]
Abstract
Quantification of volatiles emitted by human skin by SPME-GCMS. Determination of emission rates of 64 skin-borne species. Selection of potential skin-borne markers of human presence for rescue applications.
Gas chromatography with mass spectrometric detection (GC–MS) coupled with solid phase micro-extraction as pre-concentration method (SPME) was applied to identify and quantify volatile organic compounds (VOCs) emitted by human skin. A total of 64 C4-C10 compounds were quantified in skin emanation of 31 healthy volunteers. Amongst them aldehydes and hydrocarbons were the predominant chemical families with eighteen and seventeen species, respectively. Apart from these, there were eight ketones, six heterocyclic compounds, six terpenes, four esters, two alcohols, two volatile sulphur compounds, and one nitrile. The observed median emission rates ranged from 0.55 to 4790 fmol cm−2 min−1. Within this set of analytes three volatiles; acetone, 6-methyl-5-hepten-2-one, and acetaldehyde exhibited especially high emission rates exceeding 100 fmol cm−2 min−1. Thirty-three volatiles were highly present in skin emanation with incidence rates over 80%. These species can be considered as potential markers of human presence, which could be used for early location of entrapped victims during Urban Search and Rescue Operations (USaR).
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Mochalski P, King J, Haas M, Unterkofler K, Amann A, Mayer G. Blood and breath profiles of volatile organic compounds in patients with end-stage renal disease. BMC Nephrol 2014; 15:43. [PMID: 24607025 PMCID: PMC3984739 DOI: 10.1186/1471-2369-15-43] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2013] [Accepted: 02/28/2014] [Indexed: 01/20/2023] Open
Abstract
Background Monitoring of volatile organic compounds (VOCs) in exhaled breath shows great potential as a non-invasive method for assessing hemodialysis efficiency. In this work we aim at identifying and quantifying of a wide range of VOCs characterizing uremic breath and blood, with a particular focus on species responding to the dialysis treatment. Methods Gas chromatography with mass spectrometric detection coupled with solid-phase microextraction as pre-concentration method. Results A total of 60 VOCs were reliably identified and quantified in blood and breath of CKD patients. Excluding contaminants, six compounds (isoprene, dimethyl sulfide, methyl propyl sulfide, allyl methyl sulfide, thiophene and benzene) changed their blood and breath levels during the hemodialysis treatment. Conclusions Uremic breath and blood patterns were found to be notably affected by the contaminants from the extracorporeal circuits and hospital room air. Consequently, patient exposure to a wide spectrum of volatile species (hydrocarbons, aldehydes, ketones, aromatics, heterocyclic compounds) is expected during hemodialysis. Whereas highly volatile pollutants were relatively quickly removed from blood by exhalation, more soluble ones were retained and contributed to the uremic syndrome. At least two of the species observed (cyclohexanone and 2-propenal) are uremic toxins. Perhaps other volatile substances reported within this study may be toxic and have negative impact on human body functions. Further studies are required to investigate if VOCs responding to HD treatment could be used as markers for monitoring hemodialysis efficiency.
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Affiliation(s)
| | | | | | | | - Anton Amann
- Breath Research Institute, University of Innsbruck, Rathausplatz 4, A-6850 Dornbirn, Austria.
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Amann A, Mochalski P, Ruzsanyi V, Broza YY, Haick H. Assessment of the exhalation kinetics of volatile cancer biomarkers based on their physicochemical properties. J Breath Res 2014; 8:016003. [PMID: 24566039 DOI: 10.1088/1752-7155/8/1/016003] [Citation(s) in RCA: 73] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
The current review provides an assessment of the exhalation kinetics of volatile organic compounds (VOCs) that have been linked with cancer. Towards this end, we evaluate various physicochemical properties, such as 'breath:air' and 'blood:fat' partition coefficients, of 112 VOCs that have been suggested over the past decade as potential markers of cancer. With these data, we show that the cancer VOC concentrations in the blood and in the fat span over 12 and 8 orders of magnitude, respectively, in order to provide a specific counterpart concentration in the exhaled breath (e.g., 1 ppb). This finding suggests that these 112 different compounds have different storage compartments in the body and that their exhalation kinetics depends on one or a combination of the following factors: (i) the VOC concentrations in different parts of the body; (ii) the VOC synthesis and metabolism rates; (iii) the partition coefficients between tissue(s), blood and air; and (iv) the VOCs' diffusion constants. Based on this analysis, we discuss how this knowledge allows modeling and simulating the behavior of a specific VOC under different sampling protocols (with and without exertion of effort). We end this review by a brief discussion on the potential role of these scenarios in screening and therapeutic monitoring of cancer.
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Affiliation(s)
- Anton Amann
- Breath Research Institute, Leopold-Franzens University of Innsbruck, 6850 Dornbirn, Austria. Department of Anesthesiology and Critical Care Medicine, Innsbruck Medical University, 6020 Innsbruck, Austria
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de Lacy Costello B, Amann A, Al-Kateb H, Flynn C, Filipiak W, Khalid T, Osborne D, Ratcliffe NM. A review of the volatiles from the healthy human body. J Breath Res 2014; 8:014001. [PMID: 24421258 DOI: 10.1088/1752-7155/8/1/014001] [Citation(s) in RCA: 532] [Impact Index Per Article: 53.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
A compendium of all the volatile organic compounds (VOCs) emanating from the human body (the volatolome) is for the first time reported. 1840 VOCs have been assigned from breath (872), saliva (359), blood (154), milk (256), skin secretions (532) urine (279), and faeces (381) in apparently healthy individuals. Compounds were assigned CAS registry numbers and named according to a common convention where possible. The compounds have been grouped into tables according to their chemical class or functionality to permit easy comparison. Some clear differences are observed, for instance, a lack of esters in urine with a high number in faeces. Careful use of the database is needed. The numbers may not be a true reflection of the actual VOCs present from each bodily excretion. The lack of a compound could be due to the techniques used or reflect the intensity of effort e.g. there are few publications on VOCs from blood compared to a large number on VOCs in breath. The large number of volatiles reported from skin is partly due to the methodologies used, e.g. collecting excretions on glass beads and then heating to desorb VOCs. All compounds have been included as reported (unless there was a clear discrepancy between name and chemical structure), but there may be some mistaken assignations arising from the original publications, particularly for isomers. It is the authors' intention that this database will not only be a useful database of VOCs listed in the literature, but will stimulate further study of VOCs from healthy individuals. Establishing a list of volatiles emanating from healthy individuals and increased understanding of VOC metabolic pathways is an important step for differentiating between diseases using VOCs.
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Affiliation(s)
- B de Lacy Costello
- Institute of Biosensor Technology, University of the West of England, Bristol BS16 1QY, UK
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Amann A, Miekisch W, Schubert J, Buszewski B, Ligor T, Jezierski T, Pleil J, Risby T. Analysis of exhaled breath for disease detection. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2014; 7:455-482. [PMID: 25014347 DOI: 10.1146/annurev-anchem-071213-020043] [Citation(s) in RCA: 107] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Breath analysis is a young field of research with great clinical potential. As a result of this interest, researchers have developed new analytical techniques that permit real-time analysis of exhaled breath with breath-to-breath resolution in addition to the conventional central laboratory methods using gas chromatography-mass spectrometry. Breath tests are based on endogenously produced volatiles, metabolites of ingested precursors, metabolites produced by bacteria in the gut or the airways, or volatiles appearing after environmental exposure. The composition of exhaled breath may contain valuable information for patients presenting with asthma, renal and liver diseases, lung cancer, chronic obstructive pulmonary disease, inflammatory lung disease, or metabolic disorders. In addition, oxidative stress status may be monitored via volatile products of lipid peroxidation. Measurement of enzyme activity provides phenotypic information important in personalized medicine, whereas breath measurements provide insight into perturbations of the human exposome and can be interpreted as preclinical signals of adverse outcome pathways.
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Affiliation(s)
- Anton Amann
- Breath Research Institute of the University of Innsbruck, A-6850 Dornbirn, Austria;
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Mochalski P, Rudnicka J, Agapiou A, Statheropoulos M, Amann A, Buszewski B. Near real-time VOCs analysis using an aspiration ion mobility spectrometer. J Breath Res 2013; 7:026002. [DOI: 10.1088/1752-7155/7/2/026002] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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Mochalski P, King J, Klieber M, Unterkofler K, Hinterhuber H, Baumann M, Amann A. Blood and breath levels of selected volatile organic compounds in healthy volunteers. Analyst 2013; 138:2134-45. [PMID: 23435188 DOI: 10.1039/c3an36756h] [Citation(s) in RCA: 129] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Gas chromatography with mass spectrometric detection (GC-MS) was used to identify and quantify volatile organic compounds in the blood and breath of healthy individuals. Blood and breath volatiles were pre-concentrated using headspace solid phase micro-extraction (HS-SPME) and needle trap devices (NTDs), respectively. The study involved a group of 28 healthy test subjects and resulted in the quantification of a total of 74 compounds in both types of samples. The concentrations of the species under study varied between 0.01 and 6700 nmol L(-1) in blood and between 0.02 and 2500 ppb in exhaled air. Limits of detection (LOD) ranged from 0.01 to 270 nmol L(-1) for blood compounds and from 0.01 to 0.7 ppb for breath species. Relative standard deviations for both measurement regimes varied from 1.5 to 14%. The predominant chemical classes among the compounds quantified were hydrocarbons (24), ketones (10), terpenes (8), heterocyclic compounds (7) and aromatic compounds (7). Twelve analytes were found to be highly present in both blood and exhaled air (with incidence rates higher than 80%) and for 32 species significant differences (Wilcoxon signed-rank test) between room air and exhaled breath were observed. By comparing blood, room air and breath levels in parallel, a tentative classification of volatiles into endogenous and exogenous compounds can be achieved.
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Affiliation(s)
- Paweł Mochalski
- Breath Research Institute, Austrian Academy of Sciences, Rathausplatz 4, A-6850 Dornbirn, Austria.
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Agapiou A, Mikedi K, Karma S, Giotaki ZK, Kolostoumbis D, Papageorgiou C, Zorba E, Spiliopoulou C, Amann A, Statheropoulos M. Physiology and biochemistry of human subjects during entrapment. J Breath Res 2013; 7:016004. [DOI: 10.1088/1752-7155/7/1/016004] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
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Filipiak W, Ruzsanyi V, Mochalski P, Filipiak A, Bajtarevic A, Ager C, Denz H, Hilbe W, Jamnig H, Hackl M, Dzien A, Amann A. Dependence of exhaled breath composition on exogenous factors, smoking habits and exposure to air pollutants. J Breath Res 2012; 6:036008. [PMID: 22932429 PMCID: PMC3863686 DOI: 10.1088/1752-7155/6/3/036008] [Citation(s) in RCA: 109] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Non-invasive disease monitoring on the basis of volatile breath markers is a very attractive but challenging task. Several hundreds of compounds have been detected in exhaled air using modern analytical techniques (e.g. proton-transfer reaction mass spectrometry, gas chromatography-mass spectrometry) and have even been linked to various diseases. However,the biochemical background for most of compounds detected in breath samples has not been elucidated; therefore, the obtained results should be interpreted with care to avoid false correlations. The major aim of this study was to assess the effects of smoking on the composition of exhaled breath. Additionally, the potential origin of breath volatile organic compounds (VOCs) is discussed focusing on diet, environmental exposure and biological pathways based on other's studies. Profiles of VOCs detected in exhaled breath and inspired air samples of 115 subjects with addition of urine headspace derived from 50 volunteers are presented. Samples were analyzed with GC-MS after preconcentration on multibed sorption tubes in case of breath samples and solid phase micro-extraction (SPME) in the case of urine samples. Altogether 266 compounds were found in exhaled breath of at least 10% of the volunteers. From these, 162 compounds were identified by spectral library match and retention time (based on reference standards). It is shown that the composition of exhaled breath is considerably influenced by exposure to pollution and indoor-air contaminants and particularly by smoking. More than 80 organic compounds were found to be significantly related to smoking, the largest group comprising unsaturated hydrocarbons (29 dienes, 27 alkenes and 3 alkynes). On the basis of the presented results, we suggest that for the future understanding of breath data it will be necessary to carefully investigate the potential biological origin of volatiles, e.g., by means of analysis of tissues, isolated cell lines or other body fluids. In particular, VOCs linked to smoking habit or being the results of human exposure should be considered with care for clinical diagnosis since small changes in their concentration profiles(typically in the ppt(v)–ppb(v) range) revealing that the outbreak of certain disease might be hampered by already high background.
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Affiliation(s)
- W Filipiak
- Breath Research Institute of the Austrian Academy of Sciences, Rathausplatz 4, A-6850 Dornbirn, Austria
- Department of Anesthesia and Intensive Care, Innsbruck Medical University, Anichstr. 35, A-6020 Innsbruck, Austria
| | - V Ruzsanyi
- Breath Research Institute of the Austrian Academy of Sciences, Rathausplatz 4, A-6850 Dornbirn, Austria
- Department of Anesthesia and Intensive Care, Innsbruck Medical University, Anichstr. 35, A-6020 Innsbruck, Austria
| | - P Mochalski
- Breath Research Institute of the Austrian Academy of Sciences, Rathausplatz 4, A-6850 Dornbirn, Austria
- Department of Anesthesia and Intensive Care, Innsbruck Medical University, Anichstr. 35, A-6020 Innsbruck, Austria
| | - A Filipiak
- Breath Research Institute of the Austrian Academy of Sciences, Rathausplatz 4, A-6850 Dornbirn, Austria
- Department of Anesthesia and Intensive Care, Innsbruck Medical University, Anichstr. 35, A-6020 Innsbruck, Austria
| | - A Bajtarevic
- Breath Research Institute of the Austrian Academy of Sciences, Rathausplatz 4, A-6850 Dornbirn, Austria
- Department of Anesthesia and Intensive Care, Innsbruck Medical University, Anichstr. 35, A-6020 Innsbruck, Austria
| | - C Ager
- Breath Research Institute of the Austrian Academy of Sciences, Rathausplatz 4, A-6850 Dornbirn, Austria
- Department of Anesthesia and Intensive Care, Innsbruck Medical University, Anichstr. 35, A-6020 Innsbruck, Austria
| | - H Denz
- Breath Research Institute of the Austrian Academy of Sciences, Rathausplatz 4, A-6850 Dornbirn, Austria
- Landeskrankenhaus Natters, A-6161 Natters, Austria
| | - W Hilbe
- Universitätsklinik für Innere Medizin 5 (Hämatologie und Onkologie), Innsbruck Medical University, A-6020 Innsbruck, Austria
| | - H Jamnig
- Landeskrankenhaus Natters, A-6161 Natters, Austria
| | - M Hackl
- Landeskrankenhaus Natters, A-6161 Natters, Austria
| | - A Dzien
- Department of Internal Medicine, Innsbruck Medical University, Bürgerstraße 2, A-6020 Innsbruck, Austria
| | - A Amann
- Breath Research Institute of the Austrian Academy of Sciences, Rathausplatz 4, A-6850 Dornbirn, Austria
- Department of Anesthesia and Intensive Care, Innsbruck Medical University, Anichstr. 35, A-6020 Innsbruck, Austria
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