TY - JOUR
T1 - Development and Validation of the Glasgow Exclusive Enteral Nutrition Index of Compliance
AU - Jatkowska, Aleksandra
AU - White, Bernadette
AU - Nichols, Ben
AU - Svolos, Vaios
AU - Gkikas, Konstantinos
AU - Hansen, Richard
AU - Russell, Richard K.
AU - Gaya, Daniel
AU - Brownson, Emily
AU - Seenan, John Paul
AU - Milling, Simon
AU - MacDonald, Jonathan
AU - Gerasimidis, Konstantinos
N1 - Publisher Copyright:
© The Author(s) 2023. Published by Oxford University Press on behalf of European Crohn’s and Colitis Organisation.
PY - 2023/9/1
Y1 - 2023/9/1
N2 - 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.
AB - 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.
KW - Biomarkers
KW - exclusive enteral nutrition
KW - paediatrics
UR - http://www.scopus.com/inward/record.url?scp=85176373334&partnerID=8YFLogxK
U2 - 10.1093/ecco-jcc/jjad063
DO - 10.1093/ecco-jcc/jjad063
M3 - Article
C2 - 37004165
AN - SCOPUS:85176373334
SN - 1873-9946
VL - 17
SP - 1426
EP - 1435
JO - Journal of Crohn's and Colitis
JF - Journal of Crohn's and Colitis
IS - 9
ER -