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
{"title":"格拉斯哥独家肠道营养依从性指数的开发和验证。","authors":"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","doi":"10.1093/ecco-jcc/jjad063","DOIUrl":null,"url":null,"abstract":"<p><strong>Background and aims: </strong>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].</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>GENIE can help predict adherence to 100% EN and may complement current conventional dietary assessment.</p>","PeriodicalId":15547,"journal":{"name":"Journal of Crohns & Colitis","volume":" ","pages":"1426-1435"},"PeriodicalIF":8.3000,"publicationDate":"2023-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/7a/8b/jjad063.PMC10588781.pdf","citationCount":"0","resultStr":"{\"title\":\"Development and Validation of the Glasgow Exclusive Enteral Nutrition Index of Compliance.\",\"authors\":\"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\",\"doi\":\"10.1093/ecco-jcc/jjad063\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background and aims: </strong>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].</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>GENIE can help predict adherence to 100% EN and may complement current conventional dietary assessment.</p>\",\"PeriodicalId\":15547,\"journal\":{\"name\":\"Journal of Crohns & Colitis\",\"volume\":\" \",\"pages\":\"1426-1435\"},\"PeriodicalIF\":8.3000,\"publicationDate\":\"2023-10-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/7a/8b/jjad063.PMC10588781.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Crohns & Colitis\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1093/ecco-jcc/jjad063\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"GASTROENTEROLOGY & HEPATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Crohns & Colitis","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1093/ecco-jcc/jjad063","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"GASTROENTEROLOGY & HEPATOLOGY","Score":null,"Total":0}
Development and Validation of the Glasgow Exclusive Enteral Nutrition Index of Compliance.
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.
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.