Development and Validation of the Glasgow Exclusive Enteral Nutrition Index of Compliance.

IF 8.3 2区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY Journal of Crohns & Colitis Pub Date : 2023-10-20 DOI:10.1093/ecco-jcc/jjad063
Aleksandra Jatkowska, Bernadette White, Ben Nichols, Vaios Svolos, Konstantinos Gkikas, Richard Hansen, Richard K Russell, Daniel Gaya, Emily Brownson, John Paul Seenan, Simon Milling, Jonathan MacDonald, Konstantinos Gerasimidis
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Abstract

Background and aims: Treatment adherence is key to the efficacy of exclusive enteral nutrition [100% EN] in active Crohn's disease [CD], but there are no biomarkers to objectively estimate this. We explored faecal parameters as biomarkers of compliance with 100% EN, and subsequently developed and validated the Glasgow Exclusive Enteral Nutrition Index of Compliance [GENIE].

Methods: Healthy adults replaced all [100% EN] or part [85% EN, 50% EN, 20% EN] of their diet with a formula for 7 days. Faecal pH, water content, short chain fatty acids, and branched chain fatty acids [BCFAs] were measured before [D0] and after [D7] each intervention. Optimal biomarkers and threshold values were derived using receiver operating characteristic curve analyses and machine learning to develop the GENIE. The GENIE was then validated in 30 CD children, during and after 100% EN.

Results: In all, 61 adults were recruited. D7 faecal pH and the ratios of BCFAs to either acetate or butyrate performed the best to differentiate between patients on 100% EN from <100% EN. Two models were generated; one included faecal metabolites (Laboratory GENIE, L-GENIE; sensitivity, specificity, and positive predictive value [PPV] of 88%, 94%, and 92%) and a second one [Clinical Genie, C-GENIE] which considers only faecal pH [sensitivity, specificity, and PPV of 84%, 86%, and 81%]. Validation of GENIE in CD children found that C-GENIE outperformed L-GENIE, producing a sensitivity, specificity, and PPV of 85%, 88%, and 88%, respectively.

Conclusions: GENIE can help predict adherence to 100% EN and may complement current conventional dietary assessment.

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格拉斯哥独家肠道营养依从性指数的开发和验证。
背景和目的:治疗依从性是完全肠内营养[100%EN]治疗活动性克罗恩病[CD]疗效的关键,但没有生物标志物来客观评估这一点。我们探索了粪便参数作为100%EN依从性的生物标志物,随后开发并验证了格拉斯哥专属肠道营养依从性指数[GENIE]。方法:健康成年人用配方奶粉代替其饮食的全部[100%EN]或部分[85%EN,50%EN,20%EN],持续7天。在每次干预之前[D0]和之后[D7]测量粪便pH、含水量、短链脂肪酸和支链脂肪酸[BCFA]。使用受试者操作特征曲线分析和机器学习来开发GENIE,从而得出最佳生物标志物和阈值。然后,在100%EN期间和之后,在30名CD儿童中验证了GENIE。结果:总共招募了61名成年人。D7粪便pH值和BCFA与乙酸盐或丁酸盐的比率在区分100%EN患者和 结论:GENIE有助于预测100%EN的依从性,并可能补充目前的传统饮食评估。
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来源期刊
Journal of Crohns & Colitis
Journal of Crohns & Colitis 医学-胃肠肝病学
CiteScore
15.50
自引率
7.50%
发文量
1048
审稿时长
1 months
期刊介绍: Journal of Crohns and Colitis is concerned with the dissemination of knowledge on clinical, basic science and innovative methods related to inflammatory bowel diseases. The journal publishes original articles, review papers, editorials, leading articles, viewpoints, case reports, innovative methods and letters to the editor.
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