Wang Mengyao, Zhao Jingwen, Wang Heran, Zheng Changqing, Chang Bing, Sang Lixuan
Department of Gastroenterology, Shengjing Hospital of China Medical University, Shenyang, China.
Department of Gastroenterology, The First Affiliated Hospital of China Medical University, Shenyang, China.
Front Pharmacol. 2022 Sep 26;13:996065. doi: 10.3389/fphar.2022.996065. eCollection 2022.
This study aimed to evaluate methotrexate efficacy in patients with Crohn's disease (CD) and ulcerative colitis (UC), and identify predictors of surgery for patients who were initially treated with methotrexate monotherapy. We performed a retrospective analysis of 34,860 patients with inflammatory bowel disease (IBD) in the IBD Bioresource (United Kingdom) prior to 9 November 2021. Logistic regression was used to identify factors associated with methotrexate efficacy. The data were randomly stratified into training and testing sets (7:3). Nomograms were developed based on Cox regression analysis outcomes. The predictive accuracy and discriminative ability were determined using the concordance index (C-index) and calibration curves. Overall, 1,042 patients (CD: 791, UC: 251) were included. Independent factors associated with effective methotrexate monotherapy were younger age at diagnosis, latest therapy period, exclusive upper gastrointestinal tract disease (for CD), and longer duration between diagnosis and methotrexate initiation (for UC). For CD, predictors in the nomogram were gender, treatment era, tolerance, lesion site, perianal involvement, disease behaviour, and biologics requirements (C-index: 0.711 and 0.732 for training and validation cohorts, respectively). For UC, the factors were age at diagnosis and sex (C-index: 0.784 and 0.690 for training and validation cohorts, respectively). Calibration curves demonstrated good agreement between predictions and actual observations.
本研究旨在评估甲氨蝶呤对克罗恩病(CD)和溃疡性结肠炎(UC)患者的疗效,并确定初始接受甲氨蝶呤单药治疗患者的手术预测因素。我们对2021年11月9日前英国IBD生物资源库中34860例炎症性肠病(IBD)患者进行了回顾性分析。采用逻辑回归确定与甲氨蝶呤疗效相关的因素。数据被随机分层为训练集和测试集(7:3)。根据Cox回归分析结果绘制列线图。使用一致性指数(C指数)和校准曲线确定预测准确性和判别能力。总体而言,纳入了1042例患者(CD:791例,UC:251例)。与甲氨蝶呤单药治疗有效相关的独立因素包括诊断时年龄较小、最近治疗期、仅累及上消化道疾病(对于CD)以及诊断与开始使用甲氨蝶呤之间的时间间隔较长(对于UC)。对于CD,列线图中的预测因素为性别、治疗时代、耐受性、病变部位、肛周受累情况、疾病行为和生物制剂需求(训练队列和验证队列的C指数分别为0.711和0.732)。对于UC,因素为诊断时年龄和性别(训练队列和验证队列的C指数分别为0.784和0.690)。校准曲线显示预测结果与实际观察结果之间具有良好的一致性。