van Vorstenbosch Robert, van Munster Kim, Pachen Danielle, Mommers Alex, Stavropoulos Georgios, van Schooten Frederik-Jan, Ponsioen Cyriel, Smolinska Agnieszka
Department of Toxicology, Nutrition and Toxicology Research Institute, Maastricht University, 6229 ER Maastricht, The Netherlands.
Department of Gastroenterology and Hepathology, Amsterdam University Medical Center, 1105 AZ Amsterdam, The Netherlands.
Metabolites. 2023 Dec 29;14(1):23. doi: 10.3390/metabo14010023.
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 ( = 16 PSC/IBD; = 8 PSC; = 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.
高达5%的炎症性肠病患者在某些时候可能会发展为原发性硬化性胆管炎(PSC)。PSC是一种罕见的肝脏疾病,最终会导致肝损伤、肝硬化和肝衰竭。在造成不可逆转的损害之前,它通常仍处于亚临床状态。因此,对炎症性肠病患者进行PSC筛查至关重要,但其早期检测具有挑战性,且该疾病的病因尚不清楚。本研究旨在利用粪便顶空气体和呼出气体中的挥发性有机化合物对炎症性肠病患者群体中的PSC进行早期检测。为此,收集了73例患者( = 16例PSC/炎症性肠病; = 8例PSC; = 49例炎症性肠病)的粪便样本和呼出气体,并使用气相色谱 - 质谱联用仪分析其挥发性成分。利用最具区分性的特征,基于粪便顶空气体和呼出气体进行PSC检测时,受试者工作特征曲线下面积(AUC)分别为0.83和0.84。进行数据融合后,预测性能提高到AUC 0.92。在粪便顶空气体中观察到的特征与有害的微生物群落失调和外源性暴露有关。未来的研究应以前瞻性研究设计对PSC进行早期检测为目标。