TY - JOUR
T1 - The Detection of Primary Sclerosing Cholangitis Using Volatile Metabolites in Fecal Headspace and Exhaled Breath
AU - van Vorstenbosch, Robert
AU - van Munster, Kim
AU - Pachen, Danielle
AU - Mommers, Alex
AU - Stavropoulos, Georgios
AU - van Schooten, Frederik-Jan
AU - Ponsioen, Cyriel
AU - Smolinska, Agnieszka
N1 - Publisher Copyright: © 2023 by the authors.
PY - 2024/1/1
Y1 - 2024/1/1
N2 - Up to 5% of inflammatory bowel disease patients may at some point develop primary sclerosing cholangitis (PSC). PSC is a rare liver disease that ultimately results in liver damage, cirrhosis and liver failure. It typically remains subclinical until irreversible damage has been inflicted. Hence, it is crucial to screen IBD patients for PSC, but its early detection is challenging, and the disease’s etiology is not well understood. This current study aimed at the early detection of PSC in an IBD population using Volatile Organic Compounds in fecal headspace and exhaled breath. To this aim, fecal material and exhaled breath were collected from 73 patients (n = 16 PSC/IBD; n = 8 PSC; n = 49 IBD), and their volatile profile were analyzed using Gas Chromatography–Mass Spectrometry. Using the most discriminatory features, PSC detection resulted in areas under the ROC curve (AUCs) of 0.83 and 0.84 based on fecal headspace and exhaled breath, respectively. Upon data fusion, the predictive performance increased to AUC 0.92. The observed features in the fecal headspace relate to detrimental microbial dysbiosis and exogenous exposure. Future research should aim for the early detection of PSC in a prospective study design.
AB - Up to 5% of inflammatory bowel disease patients may at some point develop primary sclerosing cholangitis (PSC). PSC is a rare liver disease that ultimately results in liver damage, cirrhosis and liver failure. It typically remains subclinical until irreversible damage has been inflicted. Hence, it is crucial to screen IBD patients for PSC, but its early detection is challenging, and the disease’s etiology is not well understood. This current study aimed at the early detection of PSC in an IBD population using Volatile Organic Compounds in fecal headspace and exhaled breath. To this aim, fecal material and exhaled breath were collected from 73 patients (n = 16 PSC/IBD; n = 8 PSC; n = 49 IBD), and their volatile profile were analyzed using Gas Chromatography–Mass Spectrometry. Using the most discriminatory features, PSC detection resulted in areas under the ROC curve (AUCs) of 0.83 and 0.84 based on fecal headspace and exhaled breath, respectively. Upon data fusion, the predictive performance increased to AUC 0.92. The observed features in the fecal headspace relate to detrimental microbial dysbiosis and exogenous exposure. Future research should aim for the early detection of PSC in a prospective study design.
KW - early detection
KW - exhaled breath
KW - fecal headspace
KW - inflammatory bowel disease
KW - liver disease
KW - metabolomics
KW - primary sclerosing cholangitis
KW - volatile organic compounds
UR - http://www.scopus.com/inward/record.url?scp=85183163103&partnerID=8YFLogxK
U2 - 10.3390/metabo14010023
DO - 10.3390/metabo14010023
M3 - Article
C2 - 38248826
SN - 2218-1989
VL - 14
JO - Metabolites
JF - Metabolites
IS - 1
M1 - 23
ER -