The potential of volatile organic compounds to diagnose primary sclerosing cholangitis

IF 9.5 1区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY JHEP Reports Pub Date : 2024-04-27 DOI:10.1016/j.jhepr.2024.101103
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Abstract

Background & Aims

Primary sclerosing cholangitis (PSC) is a chronic cholestatic liver disease characterized by progressive inflammation and fibrosis of the bile ducts. PSC is a complex disease of largely unknown aetiology that is strongly associated with inflammatory bowel disease (IBD). Diagnosis, especially at an early stage, is difficult and to date there is no diagnostic biomarker. The present study aimed to assess the diagnostic potential of volatile organic compounds (VOCs) in exhaled breath to detect (early) PSC in an IBD population.

Methods

Breath samples were obtained from 16 patients with PSC alone, 47 with PSC and IBD, and 53 with IBD alone during outpatient clinic visits. Breath sampling was performed using the ReCIVA breath sampler and subsequently analysed by gas chromatography mass spectrometry. Random forest modelling was performed to find discriminatory VOCs and create a predictive model that was tested using an independent test set.

Results

The final model to discriminate patients with PSC, with or without IBD, from patients with IBD alone included twenty VOCs and achieved a sensitivity, specificity, and area under the receiver-operating curve on the test set of 77%, 83%, and 0.84 respectively. Three VOCs (isoprene, 2-octanone and undecane) together correlated significantly with the Amsterdam-Oxford score for PSC disease prognosis. A sensitivity analysis showed stable results across early-stage PSC, including in those with normal alkaline phosphatase levels, as well as further progressed PSC.

Conclusion

The present study demonstrates that exhaled breath can distinguish PSC cases from IBD and has potential as a non-invasive clinical breath test for (early) PSC.

Impact and implications:

Primary sclerosing cholangitis is a complex chronic liver disease, which ultimately results in cirrhosis, liver failure, and death. Detection, especially in early disease stages, can be challenging, and therefore therapy typically starts when there is already some irreversible damage. The current study shows that metabolites in exhaled breath, so called volatile organic compounds, hold promise to non-invasively detect primary sclerosing cholangitis, including at early disease stages.

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挥发性有机化合物诊断原发性硬化性胆管炎的潜力
背景& 目的原发性硬化性胆管炎(PSC)是一种慢性胆汁淤积性肝病,其特点是胆管进行性炎症和纤维化。PSC 是一种病因不明的复杂疾病,与炎症性肠病(IBD)密切相关。该病的诊断,尤其是早期诊断十分困难,而且迄今为止尚无诊断性生物标志物。本研究旨在评估呼出气体中的挥发性有机化合物(VOCs)在检测 IBD 患者的(早期)PSC 方面的诊断潜力。使用 ReCIVA 呼吸采样器进行呼吸采样,然后用气相色谱质谱法进行分析。结果用于区分伴有或不伴有 IBD 的 PSC 患者和单纯 IBD 患者的最终模型包括 20 种挥发性有机化合物,其灵敏度、特异性和测试集上的接收者工作曲线下面积分别为 77%、83% 和 0.84。三种挥发性有机化合物(异戊二烯、2-辛酮和十一烷)共同与阿姆斯特丹-牛津PSC疾病预后评分显著相关。本研究表明,呼气可将 PSC 病例与 IBD 区分开来,具有作为(早期)PSC 非侵入性临床呼气检测的潜力。检测,尤其是在疾病的早期阶段,可能具有挑战性,因此治疗通常要在已经出现一些不可逆损伤时才开始。目前的研究表明,呼出气体中的代谢物,即所谓的挥发性有机化合物,有望无创检测原发性硬化性胆管炎,包括在疾病的早期阶段。
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来源期刊
JHEP Reports
JHEP Reports GASTROENTEROLOGY & HEPATOLOGY-
CiteScore
12.40
自引率
2.40%
发文量
161
审稿时长
36 days
期刊介绍: JHEP Reports is an open access journal that is affiliated with the European Association for the Study of the Liver (EASL). It serves as a companion journal to the highly respected Journal of Hepatology. The primary objective of JHEP Reports is to publish original papers and reviews that contribute to the advancement of knowledge in the field of liver diseases. The journal covers a wide range of topics, including basic, translational, and clinical research. It also focuses on global issues in hepatology, with particular emphasis on areas such as clinical trials, novel diagnostics, precision medicine and therapeutics, cancer research, cellular and molecular studies, artificial intelligence, microbiome research, epidemiology, and cutting-edge technologies. In summary, JHEP Reports is dedicated to promoting scientific discoveries and innovations in liver diseases through the publication of high-quality research papers and reviews covering various aspects of hepatology.
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Contents Editorial Board page Copyright and information Contents ALT levels, alcohol use, and metabolic risk factors have prognostic relevance for liver-related outcomes in the general population
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