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1.
Eur J Cancer ; 186: 69-82, 2023 06.
Article En | MEDLINE | ID: mdl-37030079

BACKGROUND: The faecal immunochemical test (FIT) suffers from suboptimal performance and participation in colorectal cancer (CRC) screening. Urinary volatile organic compounds (VOCs) may be a useful alternative. We aimed to determine the diagnostic potential of urinary VOCs for CRC/adenomas. By relating VOCs to known pathways, we aimed to gain insight into the pathophysiology of colorectal neoplasia. METHODS: A systematic search was performed in PubMed, EMBASE and Web of Science. Original studies on urinary VOCs for CRC/adenoma detection with a control group were included. QUADAS-2 tool was used for quality assessment. Meta-analysis was performed by adopting a bivariate model for sensitivity/specificity. Fagan's nomogram estimated the performance of combined FIT-VOC. Neoplasm-associated VOCs were linked to pathways using the KEGG database. RESULTS: Sixteen studies-involving 837 CRC patients and 1618 controls-were included; 11 performed chemical identification and 7 chemical fingerprinting. In all studies, urinary VOCs discriminated CRC from controls. Pooled sensitivity and specificity for CRC based on chemical fingerprinting were 84% (95% CI 73-91%) and 70% (95% CI 63-77%), respectively. The most distinctive individual VOC was butanal (AUC 0.98). The estimated probability of having CRC following negative FIT was 0.38%, whereas 0.09% following negative FIT-VOC. Combined FIT-VOC would detect 33% more CRCs. In total 100 CRC-associated urinary VOCs were identified; particularly hydrocarbons, carboxylic acids, aldehydes/ketones and amino acids, and predominantly involved in TCA-cycle or alanine/aspartate/glutamine/glutamate/phenylalanine/tyrosine/tryptophan metabolism, which is supported by previous research on (colorectal)cancer biology. The potential of urinary VOCs to detect precancerous adenomas or gain insight into their pathophysiology appeared understudied. CONCLUSION: Urinary VOCs hold potential for non-invasive CRC screening. Multicentre validation studies are needed, especially focusing on adenoma detection. Urinary VOCs elucidate underlying pathophysiologic processes.


Adenoma , Colonic Neoplasms , Colorectal Neoplasms , Volatile Organic Compounds , Humans , Volatile Organic Compounds/analysis , Biomarkers, Tumor/analysis , Early Detection of Cancer , Colorectal Neoplasms/diagnosis , Adenoma/diagnosis
2.
Sensors (Basel) ; 23(3)2023 Jan 26.
Article En | MEDLINE | ID: mdl-36772415

(1) Background: Colorectal cancer is the second commonest cause of cancer deaths worldwide; recently, volatile organic compounds (VOCs) have been proposed as potential biomarkers of this disease. In this paper, we aim to identify and review the available literature on the influence of mechanical bowel preparation on VOC production and measurement. (2) Methods: A systematic search for studies was carried out for articles relevant to mechanical bowel preparation and its effects on volatile organic compounds. A total of 4 of 1349 papers initially derived from the search were selected. (3) Results: Two studies with a total of 134 patients found no difference in measured breath VOC profiles after bowel preparation; one other study found an increase in breath acetone in 61 patients after bowel preparation, but no other compounds were affected. Finally, the last study showed the alteration of urinary VOC profiles. (4) Conclusions: There is limited data on the effect of bowel preparation on VOC production in the body. As further studies of VOCs are conducted in patients with symptoms of gastrointestinal disease, the quantification of the effect of bowel preparation on their abundance is required.


Body Fluids , Gastrointestinal Diseases , Volatile Organic Compounds , Humans , Gastrointestinal Diseases/diagnosis , Biomarkers , Breath Tests
3.
Sensors (Basel) ; 22(23)2022 Nov 28.
Article En | MEDLINE | ID: mdl-36501947

Sensor drift is a well-known disadvantage of electronic nose (eNose) technology and may affect the accuracy of diagnostic algorithms. Correction for this phenomenon is not routinely performed. The aim of this study was to investigate the influence of eNose sensor drift on the development of a disease-specific algorithm in a real-life cohort of inflammatory bowel disease patients (IBD). In this multi-center cohort, patients undergoing colonoscopy collected a fecal sample prior to bowel lavage. Mucosal disease activity was assessed based on endoscopy. Controls underwent colonoscopy for various reasons and had no endoscopic abnormalities. Fecal eNose profiles were measured using Cyranose 320®. Fecal samples of 63 IBD patients and 63 controls were measured on four subsequent days. Sensor data displayed associations with date of measurement, which was reproducible across all samples irrespective of disease state, disease activity state, disease localization and diet of participants. Based on logistic regression, corrections for sensor drift improved accuracy to differentiate between IBD patients and controls based on the significant differences of six sensors (p = 0.004; p < 0.001; p = 0.001; p = 0.028; p < 0.001 and p = 0.005) with an accuracy of 0.68. In this clinical study, short-term sensor drift affected fecal eNose profiles more profoundly than clinical features. These outcomes emphasize the importance of sensor drift correction to improve reliability and repeatability, both within and across eNose studies.


Inflammatory Bowel Diseases , Volatile Organic Compounds , Humans , Breath Tests , Exhalation , Reproducibility of Results , Electronic Nose , Inflammatory Bowel Diseases/diagnosis
4.
Gut Microbes ; 14(1): 2139979, 2022.
Article En | MEDLINE | ID: mdl-36369736

BACKGROUND: Screening for colorectal cancer (CRC) reduces its mortality but has limited sensitivity and specificity. Aims We aimed to explore potential biomarker panels for CRC and adenoma detection and to gain insight into the interaction between gut microbiota and human metabolism in the presence of these lesions. METHODS: This multicenter case-control cohort was performed between February 2016 and November 2019. Consecutive patients ≥18 years with a scheduled colonoscopy were asked to participate and divided into three age, gender, body-mass index and smoking status-matched subgroups: CRC (n = 12), adenomas (n = 21) and controls (n = 20). Participants collected fecal samples prior to bowel preparation on which proteome (LC-MS/MS), microbiota (16S rRNA profiling) and amino acid (HPLC) composition were assessed. Best predictive markers were combined to create diagnostic biomarker panels. Pearson correlation-based analysis on selected markers was performed to create networks of all platforms. RESULTS: Combining omics platforms provided new panels which outperformed hemoglobin in this cohort, currently used for screening (AUC 0.98, 0.95 and 0.87 for CRC vs controls, adenoma vs controls and CRC vs adenoma, respectively). Integration of data sets revealed markers associated with increased blood excretion, stress- and inflammatory responses and pointed toward downregulation of epithelial integrity. CONCLUSIONS: Integrating fecal microbiota, proteome and amino acids platforms provides for new biomarker panels that may improve noninvasive screening for adenomas and CRC, and may subsequently lead to lower incidence and mortality of colon cancer.


Adenoma , Colorectal Neoplasms , Gastrointestinal Microbiome , Humans , Proteome/analysis , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/genetics , Chromatography, Liquid , RNA, Ribosomal, 16S , Amino Acids , Tandem Mass Spectrometry , Adenoma/diagnosis , Feces/chemistry
5.
Sensors (Basel) ; 22(6)2022 Mar 17.
Article En | MEDLINE | ID: mdl-35336485

The early prediction of changes in disease state allows timely treatment of patients with inflammatory bowel disease (IBD) to be performed, which improves disease outcome. The aim of this pilot study is to explore the potential of fecal volatile organic compound (VOC) profiles to predict disease course. In this prospective cohort, IBD patients were asked to collect two fecal samples and fill in a questionnaire at set intervals. Biochemically, active disease was defined by FCP ≥ 250 mg/g and remission was defined by FCP < 100 mg/g. Clinically, active disease was defined by a Harvey Bradshaw Index (HBI) ≥ 5 for Crohn's disease or by a Simple Clinical Colitis Activity Index (SCCAI) ≥ 3 for ulcerative colitis. Clinical remission was defined by an HBI < 4 or SCCAI ≤ 2. Fecal VOC profiles were measured using gas chromatography-ion mobility spectrometry (GC-IMS). The fecal samples collected first were included for VOC analysis to predict disease state at the following collection. A total of 182 subsequently collected samples met the disease-state criteria. The fecal VOC profiles of samples displaying low FCP levels at the first measurements differed between patients preceding exacerbation versus those who remained in remission (AUC 0.75; p < 0.01). Samples with FCP levels at the first time point displayed different VOC profiles in patients preceding remission compared with those whose disease remained active (AUC 0.86; p < 0.01). Based on disease activity scores, there were no significant differences in any of the comparisons. Alterations in fecal VOC profiles preceding changes in FCP levels may be useful to detect disease-course alterations at an early stage. This could lead to earlier treatment, decreased numbers of complications, surgery and hospital admission.


Colitis, Ulcerative , Inflammatory Bowel Diseases , Colitis, Ulcerative/diagnosis , Humans , Inflammatory Bowel Diseases/diagnosis , Odorants , Pilot Projects , Prospective Studies
6.
Gut Microbes ; 14(1): 2038863, 2022.
Article En | MEDLINE | ID: mdl-35188868

The risk of recurrent dysplastic colonic lesions is increased following polypectomy. Yield of endoscopic surveillance after adenoma removal is low, while interval colorectal cancers occur. To longitudinally assess the dynamics of fecal microbiota and amino acids in the presence of adenomatous lesions and after their endoscopic removal. In this longitudinal case-control study, patients collected fecal samples prior to bowel preparation before scheduled colonoscopy and 3 months after this intervention. Based on colonoscopy outcomes, patients with advanced adenomas and nonadvanced adenomas (0.5-1.0 cm) who underwent polypectomy during endoscopy (n = 19) were strictly matched on age, body-mass index, and smoking habits to controls without endoscopic abnormalities (n = 19). Microbial taxa were measured by 16S RNA sequencing, and amino acids (AA) were measured by high-performance liquid chromatography (HPLC). Adenoma patients were discriminated from controls based on AA and microbial composition. Levels of proline (p = .001), ornithine (p = .02) and serine (p = .02) were increased in adenoma patients compared to controls but decreased to resemble those of controls after adenoma removal. These AAs were combined as a potential adenoma-specific panel (AUC 0.79(0.64-0.94)). For bacterial taxa, differences between patients with adenomas and controls were found (Bifidobacterium spp.↓, Anaerostipes spp.↓, Butyricimonas spp.↑, Faecalitalea spp.↑ and Catenibacterium spp.↑), but no alterations in relative abundance were observed after polypectomy. Furthermore, Faecalitalea spp. and Butyricimonas spp. were significantly correlated with adenoma-specific amino acids. We selected an amino acid panel specifically increased in the presence of adenomas and a microbial signature present in adenoma patients, irrespective of polypectomy. Upon validation, these panels may improve the effectiveness of the surveillance program by detection of high-risk individuals and determination of surveillance endoscopy timing, leading to less unnecessary endoscopies and less interval cancer.


Adenoma , Colorectal Neoplasms , Gastrointestinal Microbiome , Adenoma/diagnosis , Adenoma/pathology , Amino Acids , Case-Control Studies , Colorectal Neoplasms/pathology , Humans , Risk Factors
8.
Int J Mol Sci ; 22(11)2021 May 28.
Article En | MEDLINE | ID: mdl-34071236

Integrative multiomics data analysis provides a unique opportunity for the mechanistic understanding of colorectal cancer (CRC) in addition to the identification of potential novel therapeutic targets. In this study, we used public omics data sets to investigate potential associations between microbiome, metabolome, bulk transcriptomics and single cell RNA sequencing datasets. We identified multiple potential interactions, for example 5-aminovalerate interacting with Adlercreutzia; cholesteryl ester interacting with bacterial genera Staphylococcus, Blautia and Roseburia. Using public single cell and bulk RNA sequencing, we identified 17 overlapping genes involved in epithelial cell pathways, with particular significance of the oxidative phosphorylation pathway and the ACAT1 gene that indirectly regulates the esterification of cholesterol. These findings demonstrate that the integration of multiomics data sets from diverse populations can help us in untangling the colorectal cancer pathogenesis as well as postulate the disease pathology mechanisms and therapeutic targets.


Colorectal Neoplasms/genetics , Colorectal Neoplasms/metabolism , Metabolic Networks and Pathways , Metabolome , Microbiota , Transcriptome , Acetyl-CoA C-Acetyltransferase/metabolism , Actinobacteria , Amino Acids, Neutral , Bacteria/genetics , Bacteria/metabolism , Biomarkers, Tumor , Clostridiales , Computational Biology , Gastrointestinal Microbiome/physiology , Humans , Metabolomics , Sequence Analysis, RNA , Staphylococcus
9.
Aliment Pharmacol Ther ; 54(1): 14-23, 2021 07.
Article En | MEDLINE | ID: mdl-34004036

BACKGROUND: Faecal immunochemical test (FIT) is emerging as a valid test to rule-out the presence of colorectal cancer (CRC). However, the accuracy of FIT is dependent on the cut-off applied. An additional low-cost test could improve further detection of CRC. AIMS: To evaluate the efficacy of combined FIT and volatile organic compounds (VOC) in the detection of CRC within symptomatic populations. METHODS: Systematic reviews on the diagnostic accuracy of FIT and VOC, for the detection of CRC, were updated. Meta-analyses were performed adopting a bivariate model for sensitivity and specificity. Clinical utility of combined FIT and VOC was estimated using Fagan's nomogram. Post-test probability of FIT negatives was used as a pre-test probability for VOC. RESULTS: The pooled sensitivity and specificity of FIT at 10 µg/g faeces, for the detection of CRC, were 0.914 (95% confidence interval [CI] = 0.894-0.936) and 0.783 (CI = 0.850-0.696), respectively. For VOC, the sensitivity was 0.837 (CI = 0.781-0.881) and the specificity was 0.803 (CI = 0.870-0.712). The area under the curve for FIT and VOC were 0.926 and 0.885, respectively. In a population with 5% CRC prevalence, the estimated probability of having CRC following a negative FIT was 0.5% and following both negative FIT and VOC was 0.1%. CONCLUSIONS: In a FIT-negative symptomatic population, VOC can be a good test to rule-out the presence of CRC. The estimated probability reduction by 0.4% when both tests being negative offers adequate safety netting in primary care for the exclusion of CRC. The number needed to colonoscope to identify one CRC is eight if either FIT or VOC positive. Cost-effectiveness and clinical accuracy of this approach will need further evaluation.


Colorectal Neoplasms , Volatile Organic Compounds , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/epidemiology , Early Detection of Cancer , Feces , Humans , Occult Blood , Sensitivity and Specificity
10.
Gastroenterology ; 159(3): 915-928, 2020 09.
Article En | MEDLINE | ID: mdl-32445859

BACKGROUND & AIMS: There are insufficient population-level data on the effects of primary sclerosing cholangitis (PSC) in patients with inflammatory bowel disease (IBD). METHODS: We identified incident cases of IBD, with PSC (PSC-IBD) and without, from April 2006 to April 2016 and collected data on outcomes through April 2019. We linked data from national health care registries maintained for all adults in England on hospital attendances, imaging and endoscopic evaluations, surgical procedures, cancer, and deaths. Our primary aim was to quantify the effects of developing PSC in patients with all subtypes of IBD and evaluate its effects on hepatopancreatobiliary disease, IBD-related outcomes, and all-cause mortality, according to sex, race, and age. RESULTS: Over 10 years, we identified 284,560 incident cases of IBD nationwide; of these, 2588 patients developed PSC. In all, we captured 31,587 colectomies, 5608 colorectal cancers (CRCs) 6608 cholecystectomies, and 41,055 patient deaths. Development of PSC was associated with increased risk of death and CRC (hazard ratios [HRs], 3.20 and 2.43, respectively; P < .001) and a lower median age at CRC diagnosis (59 y vs 69 y without PSC; P < .001). Compared to patients with IBD alone, patients with PSC-IBD had a 4-fold higher risk of CRC if they received a diagnosis of IBD at an age younger than 40 years; there was no difference between groups for patients diagnosed with IBD at an age older than 60 years. Development of PSC also increased risks of cholangiocarcinoma (HR, 28.46), hepatocellular carcinoma (HR, 21.00), pancreatic cancer (HR, 5.26), and gallbladder cancer (HR, 9.19) (P < .001 for all). Risk of hepatopancreatobiliary cancer-related death was lower among patients with PSC-IBD who received annual imaging evaluations before their cancer diagnosis, compared to those who did not undergo imaging (HR, 0.43; P = .037). The greatest difference in mortality between the PSC-IBD alone group vs the IBD alone group was for patients younger than 40 years (incidence rate ratio >7), in contrast to those who received a diagnosis of IBD when older than 60 years (incidence rate ratio, <1.5). Among patients with PSC-IBD we observed 173 first liver transplants. Liver transplantation and PSC-related events accounted for approximately 75% of clinical events when patients received a diagnosis of PSC at an age younger than 40 years vs 31% of patients who received a diagnosis when older than 60 years (P < .001). African Caribbean heritage was associated with increased risks of liver transplantation or PSC-related death compared with white race (HR, 2.05; P < .001), whereas female sex was associated with reduced risk (HR, 0.74; P = .025). CONCLUSIONS: In a 10-year, nationwide study, we confirmed that patients with PSC-IBD have increased risks of CRC, hepatopancreatobiliary cancers, and death compared to patients with IBD alone. In the PSC-IBD group, diagnosis of IBD at age younger than 40 years was associated with greater risks of CRC and all-cause mortality compared with diagnosis of IBD at older ages. Patients who receive a diagnosis of PSC at an age younger than 40 years, men, and patients of African Caribbean heritage have an increased incidence of PSC-related events.


Cholangitis, Sclerosing/epidemiology , Inflammatory Bowel Diseases/epidemiology , Mortality , Neoplasms/epidemiology , Adult , Age Factors , Age of Onset , Aged , Cholangitis, Sclerosing/immunology , England/epidemiology , Female , Humans , Incidence , Inflammatory Bowel Diseases/complications , Inflammatory Bowel Diseases/immunology , Longitudinal Studies , Male , Middle Aged , Neoplasms/immunology , Prospective Studies , Racial Groups/statistics & numerical data , Registries/statistics & numerical data , Risk Assessment/statistics & numerical data , Risk Factors , Sex Factors , State Medicine/statistics & numerical data , Young Adult
11.
J Pediatr Gastroenterol Nutr ; 71(3): 371-375, 2020 09.
Article En | MEDLINE | ID: mdl-32404754

In this prospective intention-to-diagnose pilot study, we aimed to assess accuracy of serum and fecal amino-acids to discriminate de novo pediatric inflammatory bowel disease (IBD) and non-IBD children. Patients with suspected IBD were allocated the IBD (n = 11) or non-IBD group (n = 8) following laboratory testing or endoscopy according to the revised Porto-criteria. Fecal calprotectin levels were obtained, an additional blood and fecal sample were collected. Fecal and serum amino-acid profiles were analyzed using high performance-liquid chromatography. Nine fecal amino-acids (alanine [area under the curve 0.94], citrulline [0.94], glutamine [0.89], leucine [0.98], lysine [0.89], phenylalanine [0.99], serine [0.91], tyrosine [0.96], and valine [0.95]) differed significantly between IBD and non-IBD. In serum, no significant differences were observed. This study underlines the potential of fecal amino-acids as novel, adjuvant noninvasive, and low-cost biomarkers in the diagnostic work-up of pediatric IBD detection.


Amino Acids , Inflammatory Bowel Diseases , Biomarkers , Child , Feces , Humans , Inflammatory Bowel Diseases/diagnosis , Leukocyte L1 Antigen Complex , Pilot Projects , Prospective Studies
12.
Dig Liver Dis ; 52(7): 745-752, 2020 07.
Article En | MEDLINE | ID: mdl-32402741

BACKGROUND: Inflammatory bowel disease (IBD) is diagnosed and monitored using endoscopic assessment, which is invasive and costly. In this study, potential of faecal volatile organic compounds (VOC) analysis for IBD detection and identification of disease activity was evaluated. METHODS: IBD patients visiting outpatient clinics of participating tertiary hospitals were included. Active disease was defined as FCP ≥250 mg/g, remission as FCP <100 mg/g with Harvey Bradshaw Index <4 for Crohn's disease (CD) or Simple Clinical Colitis Activity Index <3 for ulcerative colitis (UC). Healthy controls (HC) were patients without mucosal abnormalities during colonoscopy. Faecal samples were measured using gas chromatography-ion mobility spectrometry. RESULTS: A total of 280 IBD patients collected 107 CDa, 84 CDr, 80 UCa and 63 UCr samples. Additionally, 227 HC provided one faecal sample. UC and CD were discriminated from HC with high accuracy (AUC (95%CI): UCa vs HC 0.96(0.94-0.99); UCr vs HC 0.95(0.93-0.98); CDa vs HC 0.96(0.94-0.99); CDr vs HC 0.95(0.93-0.98)). There were small differences between UC and CD (0.55(0.50-0.6)) and no differences between active disease and remission (UCa vs UCr 0.63(0.44-0.82); CDa vs CDr 0.52(0.39-0.65)). CONCLUSION: Our study outcomes imply that faecal VOC analysis holds potential for identifying biomarkers for IBD detection but not for monitoring disease activity.


Feces/chemistry , Inflammatory Bowel Diseases/diagnosis , Ion Mobility Spectrometry/methods , Volatile Organic Compounds/analysis , Adolescent , Adult , Aged , Aged, 80 and over , Biomarkers/analysis , Breath Tests , Case-Control Studies , Colitis, Ulcerative/diagnosis , Colonoscopy , Crohn Disease/diagnosis , Female , Humans , Logistic Models , Male , Middle Aged , Netherlands , ROC Curve , Young Adult
13.
Sensors (Basel) ; 19(20)2019 Oct 16.
Article En | MEDLINE | ID: mdl-31623289

Endoscopic evaluation is mandatory in establishing the diagnosis of pediatric inflammatory bowel disease (IBD), but unfortunately carries a high burden on patients. Volatile organic compounds (VOC) have been proposed as alternative, noninvasive diagnostic biomarkers for IBD. The current study aimed to assess and compare the potential of fecal and urinary VOC as diagnostic biomarkers for pediatric IBD in an intention-to-diagnose cohort. In this cohort study, patients aged 4-17 years, referred to the outpatient clinic of a tertiary referral center under suspicion of IBD, were eligible to participate. The diagnosis was established by endoscopic and histopathologic assessment, participants who did not meet the criteria of IBD were allocated to the control group. Participants were instructed to concurrently collect a fecal and urinary sample prior to bowel lavage. Samples were analyzed by means of gas chromatography-ion mobility spectrometry. In total, five ulcerative colitis patients, five Crohn's disease patients, and ten age and gender matched controls were included. A significant difference was demonstrated for both fecal (p-value, area under the curve; 0.038, 0.73) and urinary (0.028, 0.78) VOC profiles between IBD and controls. Analysis of both fecal and urinary VOC behold equal potential as noninvasive biomarkers for pediatric IBD diagnosis.


Colitis, Ulcerative/urine , Crohn Disease/urine , Inflammatory Bowel Diseases/urine , Volatile Organic Compounds/urine , Adolescent , Biomarkers/urine , Case-Control Studies , Child , Child, Preschool , Colitis, Ulcerative/pathology , Crohn Disease/pathology , Feces/chemistry , Female , Gas Chromatography-Mass Spectrometry , Humans , Inflammatory Bowel Diseases/pathology , Male
14.
J Breath Res ; 13(4): 046001, 2019 06 25.
Article En | MEDLINE | ID: mdl-31170704

INTRODUCTION: Fecal volatile organic compounds (VOCs) are gaseous metabolic products which are increasingly considered potential non-invasive biomarkers for the detection of various (gastrointestinal) diseases. The influence of lifestyle factors on fecal VOC patterns remains unexplored but is of importance prior to implementation of VOC analysis as a diagnostic tool. The aim of this study was to investigate the effects of age, gender, body mass index, smoking status, dietary preferences, medication use and co-morbidity on fecal VOC patterns. METHODS: For this study, fecal samples of patients undergoing a colonoscopy were collected prior to endoscopy. All participants completed a questionnaire on lifestyle factors, co-morbidity and medication use. Patients without colonic abnormalities were included in this study. Fecal VOC patterns were analyzed by means of an electronic nose (eNose) device (Cyranose® 320). RESULTS: From the 1039 participants willing to participate in the initial study, 211 were eligible as controls. All unique lifestyle variables investigated in this study affected the fecal VOC composition. The strongest influences were caused by low BMI, a vegetarian diet and an active smoking status, whereas the least influence was found for the variables gender, age > 55 years and previous smokers. DISCUSSION: Age, gender, BMI, smoking habits, dietary preferences, co-morbidity and medication use all have unique effects on fecal VOC composition. Future studies should carefully consider this influence on VOC outcome when defining VOC signatures as biomarker for diagnostic purposes.


Electronic Nose , Feces/chemistry , Life Style , Volatile Organic Compounds/analysis , Adolescent , Adult , Aged , Aged, 80 and over , Breath Tests , Factor Analysis, Statistical , Female , Humans , Male , Middle Aged , Young Adult
15.
Biosensors (Basel) ; 9(2)2019 May 27.
Article En | MEDLINE | ID: mdl-31137798

Currently, the gold standard for diagnosis of coeliac disease (CD) is based on serology and gastroduodenoscopy with histology of duodenal mucosal biopsies. The aim of this study was to evaluate the potential of faecal volatile organic compounds (VOCs) analysis as a novel, non-invasive tool to discriminate between CD in remission in patients on a gluten-free diet (GFD), refractory coeliac disease (RCD) and controls without CD. Patients with an established diagnosis of CD on a GFD, RCD and healthy controls (HC) were instructed to collect a faecal sample. All subjects completed questionnaires on clinical symptoms, lifestyle and dietary information. Faecal VOCs were measured using gas chromatography-ion mobility spectrometry. A total of 13 CD, 7 RCD and 10 HC were included. A significant difference in VOC profiles between CD and RCD patients (area under the curve (AUC) ± 95% CI: 0.91 (0.79-1) p = 0.000) and between CD and HC (AUC ± 95% CI: 0.71 (0.51-0.91) p = 0.0254) was observed. We found no significant differences between faecal VOC patterns of HC and RCD. Based on faecal VOCs, CD could be discriminated from RCD and HC. This implies that faecal VOC analysis may hold potential as a novel non-invasive biomarker for RCD. Future studies should encompass a larger cohort to further investigate and validate this prior to application in clinical practice.


Biosensing Techniques/methods , Celiac Disease/diagnosis , Electronic Nose , Feces/chemistry , Odorants/analysis , Adult , Aged , Biosensing Techniques/standards , Diagnosis, Differential , Female , Humans , Male , Middle Aged , Volatile Organic Compounds/analysis
16.
J Cancer Res Clin Oncol ; 145(1): 223-234, 2019 Jan.
Article En | MEDLINE | ID: mdl-30554400

INTRODUCTION: The fecal volatolome, which is composed of fecal volatile organic compounds (VOCs), seems to hold potential as non-invasive biomarker for the detection of colorectal cancer (CRC) and its precursor lesions advanced adenomas (AA). The potential of the fecal volatolome has been subject of various studies using either chemical analytical or pattern-recognition techniques. The available literature on the potential of the fecal volatolome as CRC and AA biomarker was reviewed. METHODS: A systematic literature search was conducted in PubMed, Embase, the Cochrane Library, Google Scholar and ResearchGate using the following keywords: Colorectal Cancer, Advanced Adenoma, Volatile Organic Compound, Metabolome, Gas Chromatrography-Mass Spectrometry, Selected-Ion Flow-Tube Mass Spectrometry, eNose, and Fecal Biomarkers. RESULTS: Eighty-eight titles or abstracts were identified from the search, of which 11 papers describing the potential of the fecal volatolome for CRC detection were selected. In these studies, different techniques were used for the headspace analyses of fecal VOCs, limiting the possibility to compare outcomes. Increased levels of amino acids and short chain fatty acids, and decreased levels of bile acids and polyol alcohols in the gas phase of feces were observed repeatedly. All selected papers reported high diagnostic value for the detection of both CRC and AA based on fecal VOCs. CONCLUSION: Based on the included studies, fecal VOC analyses seem promising for future screening of CRC and AA, with potentially improved test performances allowing for earlier detection of AA and CRC and consequently earlier initiation of treatment, possibly reducing morbidity and mortality rates next to lower rates of (unnecessary) colonoscopies.


Adenoma/diagnosis , Biomarkers, Tumor/analysis , Colorectal Neoplasms/diagnosis , Early Detection of Cancer/methods , Feces/chemistry , Volatile Organic Compounds/analysis , Adenoma/pathology , Chromatography, Gas/methods , Colorectal Neoplasms/pathology , Electronic Nose , Gas Chromatography-Mass Spectrometry/methods , Humans , Mass Spectrometry/methods
17.
Anal Chem ; 90(13): 7972-7981, 2018 07 03.
Article En | MEDLINE | ID: mdl-29860824

Fecal volatile organic compounds (VOCs) are increasingly considered to be potential noninvasive, diagnostic biomarkers for various gastrointestinal diseases. Knowledge of the influence of sampling conditions on VOC outcomes is limited. We aimed to evaluate the effects of sampling conditions on fecal VOC profiles and to assess under which conditions an optimal diagnostic accuracy in the discrimination between pediatric inflammatory bowel disease (IBD) and controls could be obtained. Fecal samples from de novo treatment-naïve pediatric IBD patients and healthy controls (HC) were used to assess the effects of sampling conditions compared to the standard operating procedure (reference standard), defined as 500 mg of sample mass diluted with 10 mL tap water, using field asymmetric ion mobility spectrometry (FAIMS). A total of 17 IBD (15 CD (Crohn's disease) and 2 UC (ulcerative colitis)) and 25 HC were included. IBD and HC could be discriminated with high accuracy (accuracy = 0.93, AUC = 0.99, p < 0.0001). A smaller fecal sample mass resulted in a decreased diagnostic accuracy (300 mg accuracy = 0.77, AUC = 0.69, p = 0.02; 100 mg accuracy = 0.70, AUC = 0.74, p = 0.003). A loss of diagnostic accuracy was seen toward increased numbers of thaw-freeze cycles (one cycle, accuracy = 0.61, AUC = 0.80, p = 0.0004; two cycles, accuracy = 0.64, AUC = 0.56, p = 0.753; and three cycles, accuracy = 0.57, AUC = 0.50, p = 0.5101) and when samples were kept at room temperature for 180 min prior to analysis (accuracy = 0.60, AUC = 0.51, p = 0.46). Diagnostic accuracy of VOC profiles was not significantly influenced by storage duration differences of 20 months. The application of a 500 mg sample mass analyzed after one thaw-freeze cycle showed the best discriminative accuracy for the differentiation of IBD and HC. VOC profiles and diagnostic accuracy were significantly affected by sampling conditions, underlining the need for the implementation of standardized protocols in fecal VOC analysis.


Feces/chemistry , Ion Mobility Spectrometry/methods , Volatile Organic Compounds/analysis , Adolescent , Child , Child, Preschool , Colitis, Ulcerative/metabolism , Crohn Disease/metabolism , Female , Humans , Male , Volatile Organic Compounds/chemistry , Volatile Organic Compounds/metabolism
18.
Inflamm Bowel Dis ; 24(11): 2468-2475, 2018 10 12.
Article En | MEDLINE | ID: mdl-29788410

Background: The diagnostic work-up of pediatric irritable bowel syndrome (IBS) and functional abdominal pain-not otherwise specified (FAP-NOS) commonly includes invasive tests for discrimination from inflammatory bowel disease (IBD). As this carries a high burden on patients, an ongoing need exists for development of noninvasive diagnostic biomarkers for IBS and FAP-NOS. Several studies have shown microbiota alterations in IBS/FAP, which are considered to be reflected by fecal volatile organic compounds (VOCs). The object of the study was to evaluate whether pediatric IBS/FAP-NOS could be discriminated from IBD and healthy controls by fecal VOC analysis. Methods: IBS/FAP-NOS was diagnosed according to the ROME IV criteria, and de novo IBD patients and healthy controls (HCs) aged 4 to 17 years were matched on age and sex. Fecal VOCs were analyzed by means of field asymmetric ion mobility spectrometry. Results: Fecal VOCs of 15 IBS/FAP-NOS, 30 IBD (15 ulcerative colitis, 15 Crohn's disease) patients and 30 HCs were analyzed and compared. Differentiation between IBS/FAP-NOS and IBD was feasible with high accuracy (area under the curve [AUC], 0.94; 95% confidence interval [CI], 0.88-1; P < 0.00001). IBS/FAP-NOS profiles could not be differentiated from HCs (AUC, 0.59; 95% CI, 0.41-0.77; P = 0.167), whereas IBD profiles could with high accuracy (AUC, 0.96; 95% CI, 0.93-1; P < 0.00001). Conclusion: Pediatric IBS/FAP-NOS could be differentiated from IBD by fecal VOC analysis with high accuracy, but not from healthy controls. The latter finding limits the potential of fecal VOCs to serve as a diagnostic biomarker for IBS/FAP-NOS. However, VOC could possibly serve as additional noninvasive biomarker to differentiate IBS/FAP-NOS from IBD. 10.1093/ibd/izy151_video1izy151.video15786446046001.


Biomarkers/analysis , Feces/chemistry , Inflammatory Bowel Diseases/diagnosis , Irritable Bowel Syndrome/diagnosis , Odorants/analysis , Volatile Organic Compounds/analysis , Adolescent , Area Under Curve , Case-Control Studies , Child , Child, Preschool , Diagnosis, Differential , Female , Follow-Up Studies , Humans , Inflammatory Bowel Diseases/metabolism , Irritable Bowel Syndrome/metabolism , Male , Prognosis
20.
J Pediatr Gastroenterol Nutr ; 66(5): 773-778, 2018 05.
Article En | MEDLINE | ID: mdl-29112087

OBJECTIVES: Endoscopy remains mandatory in the diagnostic work-up of inflammatory bowel disease (IBD), but is a costly and invasive procedure. Identification of novel, noninvasive, diagnostic biomarkers remains a priority. The aim of the present study was to explore the potential of fecal amino acid composition as diagnostic biomarker for pediatric IBD. METHODS: In this case-control study, treatment-naïve, de novo pediatric patients with IBD from two tertiary centers were included. Endoscopic severity of ulcerative colitis (UC) and Crohn's disease (CD) was based on physician global assessment scores, substantiated by levels of fecal calprotectin and C-reactive protein at study inclusion. Patients were instructed to collect a fecal sample prior to bowel cleansing. Healthy controls (HCs) were recruited from primary schools in the same region. Dedicated amino acid analysis was performed on all samples. RESULTS: Significant differences between 30 IBD patients (15 UC, 15 CD) and 15 age and sex-matched HCs were found in six amino acids (histidine, tryptophan, phenylalanine, leucine, tyrosine, and valine; all area under the curve >0.75 and P < 0.005), displaying higher levels in IBD. When distributing the patients according to type of IBD, a similar spectrum of amino acids differed between UC and HC (histidine, tryptophan, phenylalanine, leucine, valine, and serine), whereas three amino acids were different between CD and HC (histidine, tryptophan, and phenylalanine). CONCLUSIONS: Significantly increased levels of six different fecal amino acids were found in patients with IBD compared to controls. Whether these differences reflect decreased absorption or increased loss by inflamed intestines needs to be elucidated.


Amino Acids/analysis , Biomarkers/metabolism , Feces/chemistry , Inflammatory Bowel Diseases/diagnosis , Adolescent , Amino Acids/metabolism , Area Under Curve , Case-Control Studies , Child , Child, Preschool , Diagnosis, Differential , Female , Humans , Inflammatory Bowel Diseases/metabolism , Male , Netherlands
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