Borup Christian, Vinter-Jensen Lars, Jørgensen Søren Peter German, Wildt Signe, Graff Jesper, Gregersen Tine, Zaremba Anna, Andersen Trine Borup, Nøjgaard Camilla, Timm Hans Bording, Lamazière Antonin, Rainteau Dominique, Hansen Svend Høime, Rumessen Jüri Johannes, Munck Lars Kristian
Department of Internal Medicine, Zealand University Hospital, Køge, Køge, Denmark.
Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.
Aliment Pharmacol Ther. 2024 Jan;59(1):39-50. doi: 10.1111/apt.17739. Epub 2023 Oct 5.
Bile acid diarrhoea is often missed because gold standard nuclear medicine tauroselcholic [75-Se] acid (SeHCAT) testing has limited availability. Empirical treatment effect has unknown diagnostic performance, whereas plasma 7α-hydroxy-4-cholesten-3-one (C4) is inexpensive but lacks sensitivity.
To determine diagnostic characteristics of empirical treatment and explore improvements in diagnostics with potential better availability than SeHCAT.
This diagnostic accuracy study was part of a randomised, placebo-controlled trial of colesevelam. Consecutive patients with chronic diarrhoea attending SeHCAT had blood and stool sampled. Key thresholds were C4 > 46 ng/mL and SeHCAT retention ≤10%. A questionnaire recorded patient-reported empirical treatment effect. We analysed receiver operating characteristics and explored machine learning applied logistic regression and decision tree modelling with internal validation.
Ninety-six (38%) of 251 patients had SeHCAT retention ≤10%. The effect of empirical treatment assessed with test results for bile acid studies blinded had 63% (95% confidence interval 44%-79%) sensitivity and 65% (47%-80%) specificity; C4 > 46 ng/mL had 47% (37%-57%) and 92% (87%-96%), respectively. A decision tree combining C4 ≥ 31 ng/mL with ≥1.1 daily watery stools (Bristol type 6 and 7) had 70% (51%-85%) sensitivity and 95% (83%-99%) specificity. The logistic regression model, including C4, the sum of measured stool bile acids and daily watery stools, had 77% (58%-90%) sensitivity and 93% (80%-98%) specificity.
Diagnosis of bile acid diarrhoea using empirical treatment was inadequate. Exploration suggested considerable improvements in the sensitivity of C4-based testing, offering potential widely available diagnostics. Further validation is warranted.
gov: NCT03876717.
胆汁酸腹泻常被漏诊,因为金标准的核医学牛磺鹅去氧胆酸[75 -硒]酸(SeHCAT)检测的可及性有限。经验性治疗效果的诊断性能未知,而血浆7α -羟基 - 4 -胆甾烯 - 3 -酮(C4)检测成本低廉但缺乏敏感性。
确定经验性治疗的诊断特征,并探索诊断方法的改进,其可及性可能优于SeHCAT。
这项诊断准确性研究是考来维仑随机、安慰剂对照试验的一部分。连续的慢性腹泻患者在接受SeHCAT检测时采集血液和粪便样本。关键阈值为C4>46 ng/mL和SeHCAT潴留率≤10%。通过问卷调查记录患者报告的经验性治疗效果。我们分析了受试者工作特征,并探索了应用逻辑回归和决策树建模并进行内部验证的机器学习方法。
251例患者中有96例(38%)SeHCAT潴留率≤10%。在对胆汁酸研究检测结果进行盲法评估时,经验性治疗效果的敏感性为63%(95%置信区间44% - 79%),特异性为65%(47% - 80%);C4>46 ng/mL时,敏感性和特异性分别为47%(37% - 57%)和92%(87% - 96%)。将C4≥31 ng/mL与每日≥1.1次水样便(布里斯托6型和7型)相结合的决策树,敏感性为70%(51% - 85%),特异性为95%(83% - 99%)。包括C4、测得的粪便胆汁酸总和及每日水样便次数的逻辑回归模型,敏感性为77%(58% - 90%),特异性为93%(80% - 98%)。
使用经验性治疗诊断胆汁酸腹泻并不充分。探索表明基于C4检测的敏感性有显著提高,提供了潜在的广泛可及的诊断方法。有必要进行进一步验证。
美国国立医学图书馆临床试验注册中心:NCT03876717。