Micronutrients are associated with endoscopic postoperative recurrence in Crohn's disease: a multicenter prospective cohort study in North america.

IF 8.7
Michiel T J Bak, Karen Boland, Shadi Nayeri, Krzysztof Borowksi, Pablo A Olivera, Cristian Hernandez-Rocha, Williams Turpin, Joanne M Stempak, Steven R Brant, Judy H Cho, Richard H Duerr, Talin Haritunians, Mark G Lazarev, Emebet Mengesha, Dermot P B McGovern, John D Rioux, L Philip Schumm, Sun-Ho Lee, Mark S Silverberg
{"title":"Micronutrients are associated with endoscopic postoperative recurrence in Crohn's disease: a multicenter prospective cohort study in North america.","authors":"Michiel T J Bak, Karen Boland, Shadi Nayeri, Krzysztof Borowksi, Pablo A Olivera, Cristian Hernandez-Rocha, Williams Turpin, Joanne M Stempak, Steven R Brant, Judy H Cho, Richard H Duerr, Talin Haritunians, Mark G Lazarev, Emebet Mengesha, Dermot P B McGovern, John D Rioux, L Philip Schumm, Sun-Ho Lee, Mark S Silverberg","doi":"10.1093/ecco-jcc/jjaf148","DOIUrl":null,"url":null,"abstract":"<p><strong>Background and aims: </strong>Diet may influence the disease course in inflammatory bowel disease, but its role in postoperative outcomes for Crohn's disease (CD) remains unclear. This study aimed to assess the association of macro- and micronutrient intake with endoscopic postoperative recurrence (ePOR) in a prospective multicenter cohort.</p><p><strong>Methods: </strong>Patients with CD following ileocolic resection were prospectively recruited from six North American centers. Primary study outcome was ePOR (modified Rutgeerts' score ≥i2a) during follow-up. Nutritional intake was assessed through two-day food diaries verified by dietitian-delivered interview. Associations between nutrient intake and ePOR were evaluated. Random forest models with 10-fold cross-validation assessed the predictive value of nutrients and clinical factors for ePOR.</p><p><strong>Results: </strong>A total of 520 food diaries from 103 patients were analyzed; 37 patients (36%) experienced ePOR. Univariate analysis identified eight nutrients associated with ePOR including lower intake of isoflavones (genistein, daidzein, glycitein; p < 0.01), inositol (p < 0.01), pinitol (p = 0.02), provitamin-A carotenoid (p < 0.01), xylitol (p = 0.03) and parinaric Acid (p = 0.03). Sensitivity analysis confirmed the association of lower intake of all isoflavones (p < 0.01) and pinitol (p = 0.04) with ePOR at first postoperative colonoscopy. Random forest models showed poor discrimination for clinical factors alone (AUC 0.59) but an acceptable discrimination for nutrients alone (AUC 0.67), which improved when combining nutrients and clinical factors (AUC 0.71).</p><p><strong>Conclusion: </strong>Lower intake of specific micronutrients is associated with ePOR in CD patients. A machine-learning model combining nutrient intake and clinical factors enhanced the prediction of ePOR. These findings highlight the importance of postoperative nutritional assessment and suggest dietary interventions may help prevent postoperative recurrence in CD.</p>","PeriodicalId":94074,"journal":{"name":"Journal of Crohn's & colitis","volume":" ","pages":""},"PeriodicalIF":8.7000,"publicationDate":"2025-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Crohn's & colitis","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/ecco-jcc/jjaf148","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Background and aims: Diet may influence the disease course in inflammatory bowel disease, but its role in postoperative outcomes for Crohn's disease (CD) remains unclear. This study aimed to assess the association of macro- and micronutrient intake with endoscopic postoperative recurrence (ePOR) in a prospective multicenter cohort.

Methods: Patients with CD following ileocolic resection were prospectively recruited from six North American centers. Primary study outcome was ePOR (modified Rutgeerts' score ≥i2a) during follow-up. Nutritional intake was assessed through two-day food diaries verified by dietitian-delivered interview. Associations between nutrient intake and ePOR were evaluated. Random forest models with 10-fold cross-validation assessed the predictive value of nutrients and clinical factors for ePOR.

Results: A total of 520 food diaries from 103 patients were analyzed; 37 patients (36%) experienced ePOR. Univariate analysis identified eight nutrients associated with ePOR including lower intake of isoflavones (genistein, daidzein, glycitein; p < 0.01), inositol (p < 0.01), pinitol (p = 0.02), provitamin-A carotenoid (p < 0.01), xylitol (p = 0.03) and parinaric Acid (p = 0.03). Sensitivity analysis confirmed the association of lower intake of all isoflavones (p < 0.01) and pinitol (p = 0.04) with ePOR at first postoperative colonoscopy. Random forest models showed poor discrimination for clinical factors alone (AUC 0.59) but an acceptable discrimination for nutrients alone (AUC 0.67), which improved when combining nutrients and clinical factors (AUC 0.71).

Conclusion: Lower intake of specific micronutrients is associated with ePOR in CD patients. A machine-learning model combining nutrient intake and clinical factors enhanced the prediction of ePOR. These findings highlight the importance of postoperative nutritional assessment and suggest dietary interventions may help prevent postoperative recurrence in CD.

微量营养素与克罗恩病内镜术后复发相关:北美的一项多中心前瞻性队列研究
背景和目的:饮食可能影响炎症性肠病的病程,但其在克罗恩病(CD)术后结局中的作用尚不清楚。本研究旨在评估宏量营养素和微量营养素摄入与内镜下术后复发(ePOR)的关系。方法:从北美6个中心前瞻性地招募回结肠切除术后的CD患者。主要研究结果为随访期间的ePOR(改良Rutgeerts评分≥i2a)。通过为期两天的饮食日记评估营养摄入量,并由营养师提供访谈。评估了营养摄入与ePOR之间的关系。10倍交叉验证的随机森林模型评估了营养物质和临床因素对ePOR的预测价值。结果:共分析了103例患者的520份饮食日记;37例(36%)患者行ePOR。单因素分析确定了与ePOR相关的8种营养素,包括异黄酮(染料木黄酮、大豆苷元、糖苷)摄入量较低;结论:特定微量营养素摄入量较低与CD患者的ePOR相关。结合营养摄入和临床因素的机器学习模型增强了ePOR的预测。这些发现强调了术后营养评估的重要性,并提示饮食干预可能有助于预防CD术后复发。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信