M Ghiboub, N van der Kruk, R Sigall Boneh, E Wine, C M Verburgt, T G J de Meij, M Löwenberg, K B Gecse, J P M Derikx, W J de Jonge, G D’Haens, J E Van Limbergen
{"title":"P354 色氨酸代谢物作为儿科克罗恩病饮食治疗效果的预测性生物标记物","authors":"M Ghiboub, N van der Kruk, R Sigall Boneh, E Wine, C M Verburgt, T G J de Meij, M Löwenberg, K B Gecse, J P M Derikx, W J de Jonge, G D’Haens, J E Van Limbergen","doi":"10.1093/ecco-jcc/jjad212.0484","DOIUrl":null,"url":null,"abstract":"Background Crohn's disease (CD) exclusion diet combined with partial enteral nutrition (CDED+PEN) and exclusive enteral nutrition (EEN) are effective in inducing remission in mild-to-moderate paediatric CD. While tolerance is higher with CDED+PEN than with EEN, a subset of patients still does not achieve remission. Diet-induced remission at week 6 was associated with changes in tryptophan (Trp) metabolism.1 Our aim was to investigate whether baseline Trp metabolites could predict dietary therapy outcomes in paediatric CD. Methods In total, 26 mild-to-moderate treatment-naive paediatric CD patients from a prior randomized controlled trial 2, were classified as having remission 6 (R, n =19 (CDED+PEN=10 and EEN=9)) and No-Remission (NR, n=7 (CDED+PEN=3 and EEN=4)) following 6 weeks of CDED+PEN or EEN therapy, based on the Paediatric Crohn’s Disease Activity Index (PDCAI) score (≤10 remission, >10 no remission). We performed targeted quantitative analysis of 21 tryptophan metabolites in baseline faecal samples from both groups, utilizing liquid chromatography coupled with quadrupole mass spectrometry. Receiving Operator Characteristic Curve (ROC) and Random Forest Analysis were used to assess the predictive power of Trp metabolites for dietary outcomes. Results Baseline clinical characteristics were comparable between R and NR. Baseline fecal kynurenine was significantly higher in NR compared to R for CDED+PEN (p=0.02) (Fig 1A) and EEN (p=0.04) (Fig 2A). ROC analysis highlighted the robust predictive power of kynurenine for CDED+PEN (area under the curve (AUC)=0.97) (Fig 1B) and EEN (AUC=0.88) (Fig 2B) induced remission. Random Forest analysis corroborated these observations. Ratios of Trp metabolites were compared to investigate different downstream Trp pathways. The ratio serotonin/kynurenine was the strongest predictor of CDED+PEN-induced remission (AUC=1) (Fig 1C). The ratio 5-OH-Tryptophan/kynurenine (AUC=0.88) (Fig 2C) predicted EEN-induced remission. When data from CDED+PEN and EEN were combined, kynurenine (AUC=0.91) and the ratios of quinolinic acid/kynurenine (AUC=0.93) and kynurenine/indole-3-acetic acid (AUC=0.88) demonstrated strong predictive performance for dietary therapy in general (Fig 3A,B and C). Conclusion Baseline faecal kynurenine has potential as a prognostic biomarker for dietary therapies. Trp metabolite ratios, notably serotonin/kynurenine for CDED+PEN and 5-OH-tryptophan/kynurenine for EEN, showed promising predictive capabilities. If confirmed in validation studies, baseline faecal Trp markers may be able to provide much needed guidance to personalize dietary intervention within the management of paediatric CD. References 1. Gastroenterology. 2022 Oct;163(4):922-936. 2. Gastroenterology. 2019 Aug;157(2):440-450.","PeriodicalId":15453,"journal":{"name":"Journal of Crohn's and Colitis","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"P354 Tryptophan metabolites as predictive biomarkers for dietary therapy outcomes in paediatric Crohn's disease\",\"authors\":\"M Ghiboub, N van der Kruk, R Sigall Boneh, E Wine, C M Verburgt, T G J de Meij, M Löwenberg, K B Gecse, J P M Derikx, W J de Jonge, G D’Haens, J E Van Limbergen\",\"doi\":\"10.1093/ecco-jcc/jjad212.0484\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Background Crohn's disease (CD) exclusion diet combined with partial enteral nutrition (CDED+PEN) and exclusive enteral nutrition (EEN) are effective in inducing remission in mild-to-moderate paediatric CD. While tolerance is higher with CDED+PEN than with EEN, a subset of patients still does not achieve remission. Diet-induced remission at week 6 was associated with changes in tryptophan (Trp) metabolism.1 Our aim was to investigate whether baseline Trp metabolites could predict dietary therapy outcomes in paediatric CD. Methods In total, 26 mild-to-moderate treatment-naive paediatric CD patients from a prior randomized controlled trial 2, were classified as having remission 6 (R, n =19 (CDED+PEN=10 and EEN=9)) and No-Remission (NR, n=7 (CDED+PEN=3 and EEN=4)) following 6 weeks of CDED+PEN or EEN therapy, based on the Paediatric Crohn’s Disease Activity Index (PDCAI) score (≤10 remission, >10 no remission). We performed targeted quantitative analysis of 21 tryptophan metabolites in baseline faecal samples from both groups, utilizing liquid chromatography coupled with quadrupole mass spectrometry. Receiving Operator Characteristic Curve (ROC) and Random Forest Analysis were used to assess the predictive power of Trp metabolites for dietary outcomes. Results Baseline clinical characteristics were comparable between R and NR. Baseline fecal kynurenine was significantly higher in NR compared to R for CDED+PEN (p=0.02) (Fig 1A) and EEN (p=0.04) (Fig 2A). ROC analysis highlighted the robust predictive power of kynurenine for CDED+PEN (area under the curve (AUC)=0.97) (Fig 1B) and EEN (AUC=0.88) (Fig 2B) induced remission. Random Forest analysis corroborated these observations. Ratios of Trp metabolites were compared to investigate different downstream Trp pathways. The ratio serotonin/kynurenine was the strongest predictor of CDED+PEN-induced remission (AUC=1) (Fig 1C). The ratio 5-OH-Tryptophan/kynurenine (AUC=0.88) (Fig 2C) predicted EEN-induced remission. When data from CDED+PEN and EEN were combined, kynurenine (AUC=0.91) and the ratios of quinolinic acid/kynurenine (AUC=0.93) and kynurenine/indole-3-acetic acid (AUC=0.88) demonstrated strong predictive performance for dietary therapy in general (Fig 3A,B and C). Conclusion Baseline faecal kynurenine has potential as a prognostic biomarker for dietary therapies. Trp metabolite ratios, notably serotonin/kynurenine for CDED+PEN and 5-OH-tryptophan/kynurenine for EEN, showed promising predictive capabilities. If confirmed in validation studies, baseline faecal Trp markers may be able to provide much needed guidance to personalize dietary intervention within the management of paediatric CD. References 1. Gastroenterology. 2022 Oct;163(4):922-936. 2. Gastroenterology. 2019 Aug;157(2):440-450.\",\"PeriodicalId\":15453,\"journal\":{\"name\":\"Journal of Crohn's and Colitis\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-01-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Crohn's and Colitis\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1093/ecco-jcc/jjad212.0484\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Crohn's and Colitis","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/ecco-jcc/jjad212.0484","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
背景克罗恩病(CD)排除性饮食结合部分肠内营养(CDED+PEN)和纯肠内营养(EEN)可有效诱导轻度至中度小儿 CD 患者病情缓解。虽然 CDED+PEN 的耐受性高于 EEN,但仍有一部分患者无法达到缓解。饮食诱导第 6 周病情缓解与色氨酸(Trp)代谢的变化有关。1 我们的目的是研究基线 Trp 代谢物是否能预测儿科 CD 的饮食治疗效果。方法 根据儿科克罗恩病活动指数(PDCAI)评分(≤10 缓解,&;gt;10无缓解)。我们利用液相色谱-四极杆质谱法对两组基线粪便样本中的 21 种色氨酸代谢物进行了针对性的定量分析。采用接收操作者特征曲线(ROC)和随机森林分析法评估色氨酸代谢物对膳食结果的预测能力。结果 R和NR的基线临床特征相当。就 CDED+PEN (p=0.02) (图 1A) 和 EEN (p=0.04) (图 2A) 而言,NR 的基线粪便犬尿氨酸明显高于 R。ROC 分析强调了犬尿氨酸对 CDED+PEN (曲线下面积(AUC)=0.97)(图 1B)和 EEN(AUC=0.88)(图 2B)诱导缓解的强大预测能力。随机森林分析证实了这些观察结果。比较了 Trp 代谢物的比率,以研究不同的 Trp 下游通路。血清素/犬尿氨酸的比率是 CDED+PEN 诱导缓解的最强预测因子(AUC=1)(图 1C)。5-OH-色氨酸/犬尿氨酸的比值(AUC=0.88)(图 2C)可预测 EEN 诱导的缓解。将 CDED+PEN 和 EEN 的数据合并后,犬尿氨酸(AUC=0.91)以及喹啉酸/犬尿氨酸(AUC=0.93)和犬尿氨酸/吲哚-3-乙酸(AUC=0.88)的比率对一般饮食疗法具有很强的预测性(图 3A、B 和 C)。结论 基准粪便犬尿氨酸具有作为饮食疗法预后生物标志物的潜力。Trp 代谢物比率,尤其是 CDED+PEN 的血清素/犬尿氨酸比率和 EEN 的 5-OH-色氨酸/犬尿氨酸比率,显示出良好的预测能力。如果在验证研究中得到证实,粪便 Trp 基线标记物也许能为儿科 CD 的个性化饮食干预提供急需的指导。参考文献 1.胃肠病学》。2022 年 10 月;163(4):922-936。2.胃肠病学》。2019 Aug;157(2):440-450.
P354 Tryptophan metabolites as predictive biomarkers for dietary therapy outcomes in paediatric Crohn's disease
Background Crohn's disease (CD) exclusion diet combined with partial enteral nutrition (CDED+PEN) and exclusive enteral nutrition (EEN) are effective in inducing remission in mild-to-moderate paediatric CD. While tolerance is higher with CDED+PEN than with EEN, a subset of patients still does not achieve remission. Diet-induced remission at week 6 was associated with changes in tryptophan (Trp) metabolism.1 Our aim was to investigate whether baseline Trp metabolites could predict dietary therapy outcomes in paediatric CD. Methods In total, 26 mild-to-moderate treatment-naive paediatric CD patients from a prior randomized controlled trial 2, were classified as having remission 6 (R, n =19 (CDED+PEN=10 and EEN=9)) and No-Remission (NR, n=7 (CDED+PEN=3 and EEN=4)) following 6 weeks of CDED+PEN or EEN therapy, based on the Paediatric Crohn’s Disease Activity Index (PDCAI) score (≤10 remission, >10 no remission). We performed targeted quantitative analysis of 21 tryptophan metabolites in baseline faecal samples from both groups, utilizing liquid chromatography coupled with quadrupole mass spectrometry. Receiving Operator Characteristic Curve (ROC) and Random Forest Analysis were used to assess the predictive power of Trp metabolites for dietary outcomes. Results Baseline clinical characteristics were comparable between R and NR. Baseline fecal kynurenine was significantly higher in NR compared to R for CDED+PEN (p=0.02) (Fig 1A) and EEN (p=0.04) (Fig 2A). ROC analysis highlighted the robust predictive power of kynurenine for CDED+PEN (area under the curve (AUC)=0.97) (Fig 1B) and EEN (AUC=0.88) (Fig 2B) induced remission. Random Forest analysis corroborated these observations. Ratios of Trp metabolites were compared to investigate different downstream Trp pathways. The ratio serotonin/kynurenine was the strongest predictor of CDED+PEN-induced remission (AUC=1) (Fig 1C). The ratio 5-OH-Tryptophan/kynurenine (AUC=0.88) (Fig 2C) predicted EEN-induced remission. When data from CDED+PEN and EEN were combined, kynurenine (AUC=0.91) and the ratios of quinolinic acid/kynurenine (AUC=0.93) and kynurenine/indole-3-acetic acid (AUC=0.88) demonstrated strong predictive performance for dietary therapy in general (Fig 3A,B and C). Conclusion Baseline faecal kynurenine has potential as a prognostic biomarker for dietary therapies. Trp metabolite ratios, notably serotonin/kynurenine for CDED+PEN and 5-OH-tryptophan/kynurenine for EEN, showed promising predictive capabilities. If confirmed in validation studies, baseline faecal Trp markers may be able to provide much needed guidance to personalize dietary intervention within the management of paediatric CD. References 1. Gastroenterology. 2022 Oct;163(4):922-936. 2. Gastroenterology. 2019 Aug;157(2):440-450.