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Slater R, Tharmaratnam K, Belnour S, Auth MKH, Muhammed R, Spray C, Wang D, de Lacy Costello B, García-Fiñana M, Allen S, Probert C. Gas Chromatography-Sensor System Aids Diagnosis of Inflammatory Bowel Disease, and Separates Crohn's from Ulcerative Colitis, in Children. SENSORS (BASEL, SWITZERLAND) 2024; 24:5079. [PMID: 39124126 PMCID: PMC11314755 DOI: 10.3390/s24155079] [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: 06/20/2024] [Revised: 07/24/2024] [Accepted: 07/29/2024] [Indexed: 08/12/2024]
Abstract
The diagnosis of inflammatory bowel disease (IBD) in children and the need to distinguish between subtypes (Crohn's disease (CD) and ulcerative colitis (UC)) requires lengthy investigative and invasive procedures. Non-invasive, rapid, and cost-effective tests to support these diagnoses are needed. Faecal volatile organic compounds (VOCs) are distinctive in IBD. VOC profiles can be rapidly determined using a gas chromatography-sensor device (OdoReader©). In an inception-cohort of children presenting with suspected IBD, we directly compared the diagnostic fidelity of faecal calprotectin (FCP, a non-specific protein marker of intestinal inflammation) with OdoReader© VOC profiles of children subsequently diagnosed with IBD with matched controls diagnosed with other gastrointestinal conditions. The OdoReader© was 82% (95% confidence interval 75-89%) sensitive and 71% (61-80%) specific but did not outperform FCP (sensitivity 93% (77-99%) and specificity 86% (67-96%); 250 µg/g FCP cut off) in the diagnosis of IBD from other gastrointestinal conditions when validated in a separate sample from the same cohort. However, unlike FCP and better than other similar technologies, the OdoReader© could distinguish paediatric CD from UC (up to 88% (82-93%) sensitivity and 80% (71-89%) specificity in the validation set) and justifies further validation in larger studies. A non-invasive test based on VOCs could help streamline and limit invasive investigations in children.
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Affiliation(s)
- Rachael Slater
- Department of Molecular & Clinical Cancer Medicine, Institute of Systems Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3GE, UK;
| | - Kukatharmini Tharmaratnam
- Department of Health Data Science, Institute of Population Health, University of Liverpool, Liverpool L69 3GF, UK; (K.T.); (M.G.-F.)
| | - Salma Belnour
- Faculty of Health and Life Sciences, University of Liverpool, Liverpool L69 7ZB, UK;
| | - Marcus Karl-Heinz Auth
- Paediatric Gastroenterology, Alder Hey Children’s NHS Foundation Trust, Liverpool L12 2AP, UK; (M.K.-H.A.); (S.A.)
| | - Rafeeq Muhammed
- Gastroenterology and Nutrition, Birmingham Children’s NHS Foundation Trust, Birmingham B4 6NH, UK;
| | - Christine Spray
- Paediatric Gastroenterology, Bristol Children’s NHS Foundation Trust, Bristol BS2 8BJ, UK;
| | - Duolao Wang
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK;
| | - Ben de Lacy Costello
- School of Applied Sciences, University of the West of England, Bristol BS16 1QY, UK;
| | - Marta García-Fiñana
- Department of Health Data Science, Institute of Population Health, University of Liverpool, Liverpool L69 3GF, UK; (K.T.); (M.G.-F.)
| | - Stephen Allen
- Paediatric Gastroenterology, Alder Hey Children’s NHS Foundation Trust, Liverpool L12 2AP, UK; (M.K.-H.A.); (S.A.)
- Department of Clinical Sciences, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK;
| | - Chris Probert
- Department of Molecular & Clinical Cancer Medicine, Institute of Systems Molecular and Integrative Biology, University of Liverpool, Liverpool L69 3GE, UK;
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Van Malderen K, Hanning N, Lambrechts H, Haverhals T, Van Marcke S, Ceuleers H, De Man JG, De Winter BY, Lamote K, De Schepper HU. Volatile organic compound profiling as a potential biomarker in irritable bowel syndrome: A feasibility study. Front Med (Lausanne) 2022; 9:960000. [PMID: 35991639 PMCID: PMC9388331 DOI: 10.3389/fmed.2022.960000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2022] [Accepted: 07/18/2022] [Indexed: 11/30/2022] Open
Abstract
Background Irritable bowel syndrome (IBS) is a chronic gastrointestinal disorder for which no diagnostic tools are currently available. Patients are diagnosed using the Rome IV criteria and subtyped into a diarrhea, constipation, or mixed phenotype based on their dominant stool pattern. A recent development in the biomarker area is the analysis of volatile organic compounds (VOCs). The aim of this study was to evaluate the potential of VOCs as diagnostic and phenotypic biomarkers for IBS in breath and fecal samples. Materials and methods Breath and fecal samples from IBS patients and healthy asymptomatic controls (HC) were analyzed with multicapillary column/ion mobility spectrometry (MCC/IMS) and classification models were created based upon VOCs and clinical characteristics. Discussion Irritable bowel syndrome patients were differentiated from HC by means of volatile profiling in both breath and fecal samples with area under the curve (AUCs) of respectively 0.62 and 0.80. Patient subtypes could also be differentiated from each other with AUCs ranging between 0.65 and 0.78. Furthermore, VOC models could differentiate IBS patients based on clinical characteristics like psychological comorbidities and microbiota-influencing therapies. Conclusion This study is the first to demonstrate the use of VOC profiling with the help of MCC/IMS to differentiate IBS patients. Furthermore, the importance of clinical characteristics beside the dominant stool pattern in the differentiation of IBS patients was emphasized.
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Affiliation(s)
- Kathleen Van Malderen
- Laboratory of Experimental Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Infla-Med Centre of Excellence, University of Antwerp, Antwerp, Belgium
- Department of Gastroenterology and Hepatology, Antwerp University Hospital, Edegem, Belgium
| | - Nikita Hanning
- Laboratory of Experimental Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Infla-Med Centre of Excellence, University of Antwerp, Antwerp, Belgium
| | - Helen Lambrechts
- Medical School, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Tine Haverhals
- Medical School, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Silke Van Marcke
- Medical School, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Hannah Ceuleers
- Laboratory of Experimental Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Infla-Med Centre of Excellence, University of Antwerp, Antwerp, Belgium
| | - Joris G. De Man
- Laboratory of Experimental Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Infla-Med Centre of Excellence, University of Antwerp, Antwerp, Belgium
| | - Benedicte Y. De Winter
- Laboratory of Experimental Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Infla-Med Centre of Excellence, University of Antwerp, Antwerp, Belgium
- Department of Gastroenterology and Hepatology, Antwerp University Hospital, Edegem, Belgium
| | - Kevin Lamote
- Laboratory of Experimental Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Infla-Med Centre of Excellence, University of Antwerp, Antwerp, Belgium
- Department of Internal Medicine and Pediatrics, Ghent University, Ghent, Belgium
| | - Heiko U. De Schepper
- Laboratory of Experimental Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Infla-Med Centre of Excellence, University of Antwerp, Antwerp, Belgium
- Department of Gastroenterology and Hepatology, Antwerp University Hospital, Edegem, Belgium
- *Correspondence: Heiko U. De Schepper,
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Rodríguez-Hernández P, Rodríguez-Estévez V, Arce L, Gómez-Laguna J. Application of Volatilome Analysis to the Diagnosis of Mycobacteria Infection in Livestock. Front Vet Sci 2021; 8:635155. [PMID: 34109231 PMCID: PMC8180594 DOI: 10.3389/fvets.2021.635155] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2020] [Accepted: 04/08/2021] [Indexed: 01/22/2023] Open
Abstract
Volatile organic compounds (VOCs) are small molecular mass metabolites which compose the volatilome, whose analysis has been widely employed in different areas. This innovative approach has emerged in research as a diagnostic alternative to different diseases in human and veterinary medicine, which still present constraints regarding analytical and diagnostic sensitivity. Such is the case of the infection by mycobacteria responsible for tuberculosis and paratuberculosis in livestock. Although eradication and control programs have been partly managed with success in many countries worldwide, the often low sensitivity of the current diagnostic techniques against Mycobacterium bovis (as well as other mycobacteria from Mycobacterium tuberculosis complex) and Mycobacterium avium subsp. paratuberculosis together with other hurdles such as low mycobacteria loads in samples, a tedious process of microbiological culture, inhibition by many variables, or intermittent shedding of the mycobacteria highlight the importance of evaluating new techniques that open different options and complement the diagnostic paradigm. In this sense, volatilome analysis stands as a potential option because it fulfills part of the mycobacterial diagnosis requirements. The aim of the present review is to compile the information related to the diagnosis of tuberculosis and paratuberculosis in livestock through the analysis of VOCs by using different biological matrices. The analytical techniques used for the evaluation of VOCs are discussed focusing on the advantages and drawbacks offered compared with the routine diagnostic tools. In addition, the differences described in the literature among in vivo and in vitro assays, natural and experimental infections, and the use of specific VOCs (targeted analysis) and complete VOC pattern (non-targeted analysis) are highlighted. This review emphasizes how this methodology could be useful in the problematic diagnosis of tuberculosis and paratuberculosis in livestock and poses challenges to be addressed in future research.
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Affiliation(s)
- Pablo Rodríguez-Hernández
- Department of Animal Production, International Agrifood Campus of Excellence (ceiA3), University of Córdoba, Córdoba, Spain
| | - Vicente Rodríguez-Estévez
- Department of Animal Production, International Agrifood Campus of Excellence (ceiA3), University of Córdoba, Córdoba, Spain
| | - Lourdes Arce
- Department of Analytical Chemistry, Inst Univ Invest Quim Fina and Nanoquim Inst Univ Invest Quim Fina and Nanoquim (IUNAN), International Agrifood Campus of Excellence (ceiA3), University of Córdoba, Córdoba, Spain
| | - Jaime Gómez-Laguna
- Department of Anatomy and Comparative Pathology and Toxicology, International Agrifood Campus of Excellence (ceiA3), University of Córdoba, Córdoba, Spain
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Gibson PR, Halmos EP, Muir JG. Review article: FODMAPS, prebiotics and gut health-the FODMAP hypothesis revisited. Aliment Pharmacol Ther 2020; 52:233-246. [PMID: 32562590 DOI: 10.1111/apt.15818] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 03/27/2020] [Accepted: 05/07/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND Restriction of dietary FODMAP intake can alleviate symptoms in patients with irritable bowel syndrome. Because many FODMAPs have prebiotic actions, there is concern that their dietary restriction leads to dysbiosis with health consequences, and their intake is being encouraged by addition to foods and via supplements. AIMS To examine the hazards and benefits of high and low FODMAP intake. METHODS Current literature was reviewed and alternative hypotheses formulated. RESULTS Low FODMAP intake reduces abundance of faecal Bifidobacteria without known adverse outcomes and has no effect on diversity, but the reduction in bacterial density may potentially be beneficial to gut health. Supplementary prebiotics can markedly elevate the intake of FODMAPs over levels consumed in the background diet. While this increases the abundance of Bifidobacteria, it adversely affects gut health in animal studies by inducing colonic mucosal barrier dysfunction, mucosal inflammation and visceral hypersensitivity. Rapid colonic fermentation is central to the identified mechanisms that include injury from high luminal concentrations of short-chain fatty acids and low pH, and inflammatory effects of increased endotoxin load and glycation of macromolecules. Whether these observations translate into humans requires further study. Opposing hypotheses are presented whereby excessive intake of FODMAPs might have health benefits via prebiotic effects, but might also be injurious and contribute to the apparent increase in functional intestinal disorders. CONCLUSIONS Reduced FODMAP intake has few deleterious effects on gut microbiota. Consequences (both positive and negative) of excessive carbohydrate fermentation in the human intestines from elevated FODMAP intake require more attention.
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Affiliation(s)
- Peter R Gibson
- Department of Gastroenterology, Monash University and Alfred Health, Melbourne, Vic., Australia
| | - Emma P Halmos
- Department of Gastroenterology, Monash University and Alfred Health, Melbourne, Vic., Australia
| | - Jane G Muir
- Department of Gastroenterology, Monash University and Alfred Health, Melbourne, Vic., Australia
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Bennet SM, Keshteli AH, Bercik P, Madsen KL, Reed D, Vanner SJ. Application of metabolomics to the study of irritable bowel syndrome. Neurogastroenterol Motil 2020; 32:e13884. [PMID: 32426922 DOI: 10.1111/nmo.13884] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2020] [Revised: 04/24/2020] [Accepted: 04/25/2020] [Indexed: 12/20/2022]
Abstract
The pathophysiology of irritable bowel syndrome and the detection of biomarkers of specific mechanisms and/or predictors of therapeutic response remain elusive. This roadblock reflects, in large part, the complexity and heterogeneity of the disorder. Recently, there has been growing evidence of a dietary and/or microbiome interaction with the host that may trigger symptoms in a subset of patients. While a number of techniques are available to examine these potential interactions, "omic" approaches such as metabolomics are becoming more widely used. Metabolomics measures hundreds and potentially thousands of known and unknown small molecule chemicals (metabolites) to provide a unique look into mechanisms that underlie symptom generation and potential predictors of therapeutic response. In this issue of the journal, Lee et al use nuclear magnetic resonance (NMR) to demonstrate the value of this approach to study IBS. This review examines the use of metabolomics to better understand IBS, focusing on what has been learned to date, practical and technical considerations, its potential for future research and how the study by Lee et al have contributed to these concepts.
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Affiliation(s)
- Sean M Bennet
- GI Diseases Research Unit, Queen's University, Kingston General Hospital, Kingston, ON, Canada
| | | | - Premysl Bercik
- Department of Medicine, Farncombe Institute, McMaster University, ON, Canada
| | | | - David Reed
- GI Diseases Research Unit, Queen's University, Kingston General Hospital, Kingston, ON, Canada
| | - Stephen J Vanner
- GI Diseases Research Unit, Queen's University, Kingston General Hospital, Kingston, ON, Canada
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Van Malderen K, De Winter BY, De Man JG, De Schepper HU, Lamote K. Volatomics in inflammatory bowel disease and irritable bowel syndrome. EBioMedicine 2020; 54:102725. [PMID: 32330874 PMCID: PMC7177032 DOI: 10.1016/j.ebiom.2020.102725] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 02/28/2020] [Accepted: 03/03/2020] [Indexed: 02/07/2023] Open
Abstract
Volatile organic compounds (VOCs) are produced by the human metabolism, inflammation and gut microbiota and form the basis of innovative volatomics research. VOCs detected through breath and faecal analysis hence serve as attractive, non-invasive biomarkers for diagnosing and monitoring irritable bowel syndrome (IBS) and inflammatory bowel disease (IBD). This review describes the clinical applicability of volatomics in discriminating between IBS, IBD and healthy volunteers with acceptable accuracy in breath (70%-100%) and faecal (58%-85%) samples. Promising compounds are propan-1-ol for diagnosing and monitoring of IBD patients, and 1-methyl-4-propan-2-ylcyclohexa-1,4-diene as biomarker for IBS diagnosis. However, these VOCs often seem to be related to inflammation and probably will need to be used in conjunction with other clinical evidence. Furthermore, three interventional studies underlined the potential of VOCs in predicting treatment outcome and patient follow-up. This shows great promise for future use of VOCs as non-invasive breath and faecal biomarkers in personalised medicine. However, properly designed studies that correlate VOCs to IBD/IBS pathogenesis, while taking microbial influences into account, are still key before clinical implementation can be expected.
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Affiliation(s)
- Kathleen Van Malderen
- Laboratory of Experimental Medicine and Paediatrics, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Infla-Med Research Consortium of Excellence, University of Antwerp, Antwerp, Belgium
| | - Benedicte Y De Winter
- Laboratory of Experimental Medicine and Paediatrics, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Infla-Med Research Consortium of Excellence, University of Antwerp, Antwerp, Belgium
| | - Joris G De Man
- Laboratory of Experimental Medicine and Paediatrics, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Infla-Med Research Consortium of Excellence, University of Antwerp, Antwerp, Belgium
| | - Heiko U De Schepper
- Laboratory of Experimental Medicine and Paediatrics, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Infla-Med Research Consortium of Excellence, University of Antwerp, Antwerp, Belgium; Antwerp University Hospital, Edegem, Belgium
| | - Kevin Lamote
- Laboratory of Experimental Medicine and Paediatrics, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Infla-Med Research Consortium of Excellence, University of Antwerp, Antwerp, Belgium; Internal Medicine and Paediatrics, Ghent University, Ghent, Belgium.
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Zhgun ES, Ilina EN. Fecal Metabolites As Non-Invasive Biomarkers of Gut Diseases. Acta Naturae 2020; 12:4-14. [PMID: 32742723 PMCID: PMC7385093 DOI: 10.32607/actanaturae.10954] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2019] [Accepted: 03/04/2020] [Indexed: 12/14/2022] Open
Abstract
Recent studies have shown the importance of the human intestinal microbiome in maintaining a healthy gastrointestinal tract, as well as in the development of pathological processes. The intestinal microbiome manifests itself primarily as fecal metabolites. In the past decade, there has been growing interest in studying its composition, which for the most part had to do with the possibility of using the metabolomic analysis in clinical diagnosis. In contrast to the comprehensive description of blood serum, urine, saliva, and cerebrospinal fluid metabolites, data on fecal metabolites is sparse. Despite the instrumental and methodological achievements in the metabolomic analysis in general, the analysis of fecal metabolome remains less well developed, mainly because of the inhomogeneity of its composition and the lack of standardized methods for collecting, processing, and analyzing fecal samples. This review summarizes data on methods for studying and describing various groups of fecal metabolites. It also assesses their potential as tools in the diagnosis of gastrointestinal diseases.
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Affiliation(s)
- E. S. Zhgun
- Federal Research and Clinical Center of Physical-chemical Medicine of Federal Medical Biological Agency, Moscow, 119435 Russia
| | - E. N. Ilina
- Federal Research and Clinical Center of Physical-chemical Medicine of Federal Medical Biological Agency, Moscow, 119435 Russia
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Bond A, Probert C. Editorial: metabolomic biomarkers for colorectal adenocarcinoma and in the differentiation between irritable bowel syndrome and ulcerative colitis in clinical remission - confounded by the gut microbiome? Authors' reply. Aliment Pharmacol Ther 2019; 49:1087-1088. [PMID: 30920048 DOI: 10.1111/apt.15196] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Ashley Bond
- Royal Liverpool and Broadgreen University Hospitals NHS Trust, Liverpool, UK
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9
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Sample preparation and recent trends in volatolomics for diagnosing gastrointestinal diseases. Trends Analyt Chem 2018. [DOI: 10.1016/j.trac.2018.08.020] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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Ahmed I, Niaz Z, Ewbank F, Akarca D, Felwick R, Furnari M. Sniffing out causes of gastrointestinal disorders: a review of volatile metabolomic biomarkers. Biomark Med 2018; 12:1139-1148. [PMID: 30191735 DOI: 10.2217/bmm-2018-0074] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Distinct changes can be observed in the odor of human excretions during health and disease. Identifying underlying volatile metabolites responsible for these odorous changes can be correlated with the pathological process within the body. Advances in the technology have enabled us to interpret the volatile signature of these changes in the odor. This has opened a promising area to lay the foundations of a rapid, noninvasive and point of care diagnostic tool. This review explores the diagnostic potential of volatile organic metabolites as novel biomarkers and extends the discussion on the clinical applications of these biomarkers in gastrointestinal disorders.
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Affiliation(s)
- Iftikhar Ahmed
- Department of Gastroenterology, Aldara Hospital & Medical Centre, Riyadh, Kingdom of Saudi Arabia
| | - Zafar Niaz
- Department of Medicine, Mayo Hospital Lahore, Pakistan
| | | | - Danyal Akarca
- Faculty of Medicine, University of Southampton, Southampton, UK
| | - Richard Felwick
- Department of Gastroenterology, University Hospital Southampton, Southampton, UK
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Application of Fecal Volatile Organic Compound Analysis in Clinical Practice: Current State and Future Perspectives. CHEMOSENSORS 2018. [DOI: 10.3390/chemosensors6030029] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Increasing interest is noticed in the potential of volatile organic compound (VOC) analysis as non-invasive diagnostic biomarker in clinical medical practice. The spectrum of VOCs, originating from (patho)physiological metabolic processes in the human body and detectable in bodily excrements, such as exhaled breath, urine and feces, harbors a magnificent source of information. Thus far, the majority of studies have focused on VOC analysis in exhaled breath, aiming at identification of disease-specific VOC profiles. Recently, an increasing number of studies have evaluated the usability of VOC present in the headspace of feces in the diagnostic work-up of a wide range of gastrointestinal diseases. Promising results have been demonstrated particularly in those diseases in which microbiota alterations are considered to play a significant etiological role, such as colorectal carcinoma, inflammatory bowel disease, irritable bowel syndrome, celiac disease and infectious bowel diseases. In addition, fecal VOC analysis seems to have potential as a diagnostic biomarker for extra-intestinal diseases, including bronchopulmonary dysplasia and sepsis. Different methods for VOC analysis have been used in medical studies, such as gas-chromatography mass spectrometry, selected-ion flow tube-mass spectrometry, ion-mobility spectrometry, and electronic nose devices. In this review, the available literature on the potential of fecal VOCs as diagnostic biomarker, including an overview of relevant VOC detection techniques, is discussed. In addition, future hurdles, which need to be taken prior to implementation of VOC analysis in daily clinical practice, are outlined.
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Broza YY, Vishinkin R, Barash O, Nakhleh MK, Haick H. Synergy between nanomaterials and volatile organic compounds for non-invasive medical evaluation. Chem Soc Rev 2018; 47:4781-4859. [PMID: 29888356 DOI: 10.1039/c8cs00317c] [Citation(s) in RCA: 113] [Impact Index Per Article: 18.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
This article is an overview of the present and ongoing developments in the field of nanomaterial-based sensors for enabling fast, relatively inexpensive and minimally (or non-) invasive diagnostics of health conditions with follow-up by detecting volatile organic compounds (VOCs) excreted from one or combination of human body fluids and tissues (e.g., blood, urine, breath, skin). Part of the review provides a didactic examination of the concepts and approaches related to emerging sensing materials and transduction techniques linked with the VOC-based non-invasive medical evaluations. We also present and discuss diverse characteristics of these innovative sensors, such as their mode of operation, sensitivity, selectivity and response time, as well as the major approaches proposed for enhancing their ability as hybrid sensors to afford multidimensional sensing and information-based sensing. The other parts of the review give an updated compilation of the past and currently available VOC-based sensors for disease diagnostics. This compilation summarizes all VOCs identified in relation to sickness and sampling origin that links these data with advanced nanomaterial-based sensing technologies. Both strength and pitfalls are discussed and criticized, particularly from the perspective of the information and communication era. Further ideas regarding improvement of sensors, sensor arrays, sensing devices and the proposed workflow are also included.
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Affiliation(s)
- Yoav Y Broza
- Department of Chemical Engineering and Russell Berrie Nanotechnology Institute, Technion - Israel Institute of Technology, Haifa 3200003, Israel.
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Rossi M, Aggio R, Staudacher HM, Lomer MC, Lindsay JO, Irving P, Probert C, Whelan K. Volatile Organic Compounds in Feces Associate With Response to Dietary Intervention in Patients With Irritable Bowel Syndrome. Clin Gastroenterol Hepatol 2018; 16:385-391.e1. [PMID: 28993261 DOI: 10.1016/j.cgh.2017.09.055] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 09/26/2017] [Accepted: 09/27/2017] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Dietary interventions are effective in management of patients with irritable bowel syndrome (IBS), although responses vary. We investigated whether fecal levels of volatile organic compounds (VOCs) associate with response to dietary interventions in patients with IBS. METHODS Adults who fulfilled the Rome III criteria for IBS were recruited to a 2x2 factorial randomized controlled trial. Patients were randomly assigned to a group counselled to follow a diet low in fructans, galacto-oligosaccharides, lactose, fructose, and polyols (low-FODMAP diet, n = 46) or a group that received placebo dietary advice (sham diet, n = 47) for 4 weeks. Patients from each group were also given either a multi-strain probiotic or placebo supplement. Response was defined as a reduction of 50 points or more on the validated IBS symptom scoring system. Fecal samples were collected from participants at baseline and end of the 4-week study period; VOCs were analyzed by a gas-chromatography sensor device. VOC profiles were determined using a pipeline involving wavelet transformation followed by feature selection based on random forest. A partial least squares classifier was constructed to classify VOC profiles by response and accuracies were determined using 10-fold cross-validation. RESULTS Data from 93 patients who completed the study (63 female) were used in the final analysis. More patients responded to the low-FODMAP diet (37/46, 80%) than the sham diet (21/47, 45%) (P < .001), but there was no difference in response between patients given the probiotic (31/49, 63%) vs the placebo (27/44, 61%) (P = .850), with no interaction between the diet and supplement interventions. At baseline, VOC profiles contained 15 features that classified response to the low-FODMAP diet with a mean accuracy of 97% (95% CI, 96%-99%) and 10 features that classified response to probiotic with a mean accuracy of 89% (95% CI, 86%-92%). End of treatment models achieved similar predictive powers and accuracies. CONCLUSION Fecal VOC profiling is a low cost, non-invasive tool that might be used to predict responses of patients with IBS to low-FODMAP diet and probiotics and identify their mechanisms of action. ISRCTN registry no: 02275221.
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Affiliation(s)
- Megan Rossi
- Department of Nutritional Sciences, King's College London, London, United Kingdom; Guy's and St Thomas' NHS Foundation Trust, Department of Gastroenterology, London, United Kingdom
| | - Raphael Aggio
- Department of Cellular and Molecular Physiology, Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Heidi M Staudacher
- Department of Nutritional Sciences, King's College London, London, United Kingdom; Guy's and St Thomas' NHS Foundation Trust, Department of Gastroenterology, London, United Kingdom
| | - Miranda C Lomer
- Department of Nutritional Sciences, King's College London, London, United Kingdom; Guy's and St Thomas' NHS Foundation Trust, Department of Gastroenterology, London, United Kingdom
| | - James O Lindsay
- Bart's Health NHS Trust, Department of Gastroenterology, United Kingdom, and Barts and the London School of Medicine, Blizard Institute, Queen Mary University of London, London, United Kingdom
| | - Peter Irving
- Department of Nutritional Sciences, King's College London, London, United Kingdom; Guy's and St Thomas' NHS Foundation Trust, Department of Gastroenterology, London, United Kingdom
| | - Chris Probert
- Department of Cellular and Molecular Physiology, Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom
| | - Kevin Whelan
- Department of Nutritional Sciences, King's College London, London, United Kingdom.
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Dryahina K, Smith D, Bortlík M, Machková N, Lukáš M, Španěl P. Pentane and other volatile organic compounds, including carboxylic acids, in the exhaled breath of patients with Crohn's disease and ulcerative colitis. J Breath Res 2017; 12:016002. [PMID: 28781264 DOI: 10.1088/1752-7163/aa8468] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
A study has been carried out on the volatile organic compounds (VOCs) in the exhaled breath of patients suffering from inflammatory bowel disease (IBD), comprising 136 with Crohn's disease (CD) and 51 with ulcerative colitis (UC), together with a cohort of 14 healthy persons as controls. Breath samples were collected by requesting the patients to inflate Nalophan bags, which were then quantitatively analysed using selected ion flow tube mass spectrometry (SIFT-MS). Initially, the focus was on n-pentane that had previously been quantified in single exhalations on-line to SIFT-MS for smaller cohorts of IBD patients. It was seen that the median concentration of pentane was elevated in the bag breath samples of the IBD patients compared to those of the healthy controls, in accordance with the previous study. However, the absolute median pentane concentrations in the bag samples were about a factor of two lower than those in the directly analysed single exhalations-a good illustration of the dilution of VOCs in the samples of breath collected into bags. Accounting for this dilution effect, the concentrations of the common breath VOCs, ethanol, propanol, acetone and isoprene, were largely as expected for healthy controls. The concentrations of the much less frequently measured hydrogen sulphide, acetic acid, propanoic acid and butanoic acid were seen to be more widely spread in the exhaled breath of the IBD patients compared to those for the healthy controls. The relative concentrations of pentane and these other VOCs weakly correlate with simple clinical activity indices. It is speculated that, potentially, hydrogen sulphide and these carboxylic acids could be exhaled breath biomarkers of intestinal bacterial overgrowth, which could assist therapeutic intervention and thus alleviate the symptoms of IBD.
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Affiliation(s)
- Kseniya Dryahina
- J. Heyrovský Institute of Physical Chemistry, Academy of Sciences of the Czech Republic, Dolejškova 3, 182 23 Prague 8, Czechia
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Sood R, Ford AC. Editorial: volatile organic compounds in irritable bowel syndrome - technology for an accurate and reliable point-of-care test? Aliment Pharmacol Ther 2017; 45:563-564. [PMID: 28074509 DOI: 10.1111/apt.13896] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- R Sood
- Leeds Gastroenterology Institute, St. James's University Hospital, Leeds, UK.,Leeds institute of Biomedical and Clinical Sciences, University of Leeds, Leeds, UK
| | - A C Ford
- Leeds Gastroenterology Institute, St. James's University Hospital, Leeds, UK.,Leeds institute of Biomedical and Clinical Sciences, University of Leeds, Leeds, UK
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Volatile organic compounds predict response to both low FODMAP diet and probiotics in irritable bowel syndrome: a randomised controlled trial. Proc Nutr Soc 2017. [DOI: 10.1017/s0029665117003184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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