Food Compounds Associated With Disease Activity in Inflammatory Bowel Disease.

IF 4.5 3区 医学 Q1 GASTROENTEROLOGY & HEPATOLOGY
Marie Meima, Joost Westerhout, Marjolein Meijerink, Sabina Bijlsma, Fiona van Schaik, Bas Oldenburg, Geert Houben
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引用次数: 0

Abstract

Background: Diet plays a modulatory role in inflammatory bowel disease (IBD), but specific relevant dietary factors have yet to be identified. To advance our understanding, we performed multivariate analyses of food compound intakes using dietary data from an IBD cohort.

Methods: We used dietary and disease status data from IBD patients at the University Medical Center Utrecht, The Netherlands. Intake levels for 768 compounds from 135 patients were calculated. Using random forest analyses, we explored associations between compound intake and IBD activity by comparing patients who experienced flares (n = 41) with those who remained in remission during follow-up. We assessed the potential biological relevance of the most significant compounds (n = 35) by examining literature on IBD, gut health, or immunomodulation.

Results: Random forest models showed specificities and negative predictive values up to 77% and 79%, respectively. The intakes of the 35 top-ranked compounds were primarily positively associated with IBD remission (n = 29). Most of these were fatty acids (n = 24). Other compounds positively associated with remission were 4-hydroxyproline, ethanol, vanillin, heptadecanoyl carnitine, and haem iron. For 11 of the 35 compounds, unambiguous effects on IBD or the gut were available in literature, with 7 of these compounds being consistent with our findings. For 11 compounds, immunomodulatory effects were reported in literature. Thirteen compounds lacked relevant literature on effects, highlighting them as candidates for further research.

Conclusions: We identified several compounds that may play a modulatory role in IBD. Further research is needed to clarify associations found in our study and validate their biological significance.

与炎症性肠病疾病活动相关的食物化合物
背景:饮食在炎症性肠病(IBD)中起调节作用,但具体的相关饮食因素尚未确定。为了加深我们的理解,我们使用IBD队列的饮食数据对食物化合物摄入量进行了多变量分析。方法:我们使用了来自荷兰乌得勒支大学医学中心IBD患者的饮食和疾病状况数据。计算了135名患者768种化合物的摄入水平。使用随机森林分析,我们通过比较在随访期间经历发作的患者(n = 41)和保持缓解的患者,探讨了化合物摄入与IBD活动之间的关系。我们通过查阅有关IBD、肠道健康或免疫调节的文献,评估了最重要的化合物(n = 35)的潜在生物学相关性。结果:随机森林模型特异性和阴性预测值分别为77%和79%。35种排名靠前的化合物的摄入量主要与IBD缓解呈正相关(n = 29)。其中大部分是脂肪酸(n = 24)。其他与缓解呈正相关的化合物有4-羟脯氨酸、乙醇、香兰素、十七烷酰肉碱和血红素铁。35种化合物中有11种对IBD或肠道有明确的作用,其中7种化合物与我们的研究结果一致。其中11个化合物有免疫调节作用。13种化合物缺乏相关文献的影响,突出了它们作为进一步研究的候选者。结论:我们确定了几种可能在IBD中起调节作用的化合物。需要进一步的研究来澄清我们研究中发现的关联并验证其生物学意义。
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来源期刊
Inflammatory Bowel Diseases
Inflammatory Bowel Diseases 医学-胃肠肝病学
CiteScore
9.70
自引率
6.10%
发文量
462
审稿时长
1 months
期刊介绍: Inflammatory Bowel Diseases® supports the mission of the Crohn''s & Colitis Foundation by bringing the most impactful and cutting edge clinical topics and research findings related to inflammatory bowel diseases to clinicians and researchers working in IBD and related fields. The Journal is committed to publishing on innovative topics that influence the future of clinical care, treatment, and research.
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