Comprehensive analysis of psychological symptoms and quality of life in early patients with IBD: a multicenter study from China.

IF 3.4 2区 医学 Q2 PSYCHIATRY
Yupei Liu, Jiaming Hu, Shan Tian, Jixiang Zhang, Ping An, Yanrui Wu, Zhongchun Liu, Changqing Jiang, Jie Shi, Kaichun Wu, Weiguo Dong
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Abstract

Objective: To investigate the prevalence and risk factors of psychological symptoms and quality of life (QoL) in early patients with inflammatory bowel disease (IBD).

Methods: From September 2021 to May 2022, a unified questionnaire was developed to collect clinical data from early patients with IBD from 42 tertiary care hospitals. The influencing factors of psychological symptoms and poor QoL are screened by logistic regression analysis for constructing model in predicting poor QoL. The consistency index, receiver operating characteristic (ROC) curve, area under the ROC curve (AUC), net reclassification improvement (NRI), integrated discrimination improvement (IDI), calibration curve, and decision curve analysis (DCA) were used to evaluate the performance of the model.

Results: A total of 939 early patients with IBD were surveyed, Among them, 20.3% exhibited anxiety, 21.7% had depression, 57.3% experienced sleep disturbance, and 41.9% reported poor QoL. The factors influencing psychological symptoms varied between ulcerative colitis (UC) and Crohn's disease (CD) patients. The QoL was primarily affected by disease activity, income level and depression. The AUC value of the model in the training group was 0.781 (95% CI: 0.748-0.814). The calibration diagram of the model closely matched the ideal curve. Compared to other prediction models, our model showed superior predictive capability, with NRI and IDI values of 0.324 (95%CI:0.196-0.4513) and 0.026 (95%CI:0.014-0.038), respectively. DCA indicated that the nomogram model could provide clinical benefits.

Conclusion: Early patients with IBD exhibit a high prevalence of psychological symptoms and poor QoL. The nomogram prediction model we constructed demonstrates high accuracy and performance in predicting QoL in early patients with IBD.

综合分析早期 IBD 患者的心理症状和生活质量:一项来自中国的多中心研究。
目的研究早期炎症性肠病(IBD)患者心理症状和生活质量(QoL)的患病率和风险因素:方法:从 2021 年 9 月至 2022 年 5 月,编制统一的调查问卷,收集 42 家三级医院早期 IBD 患者的临床数据。方法:于 2021 年 9 月至 2022 年 5 月对 42 家三级甲等医院的早期 IBD 患者进行统一问卷调查,并通过逻辑回归分析筛选心理症状和 QoL 差异的影响因素,建立 QoL 差异预测模型。采用一致性指数、接收者操作特征曲线(ROC)、ROC曲线下面积(AUC)、净再分类改进(NRI)、综合分辨改进(IDI)、校准曲线和决策曲线分析(DCA)来评价模型的性能:共调查了 939 名早期 IBD 患者,其中 20.3% 的人表现出焦虑,21.7% 的人患有抑郁症,57.3% 的人有睡眠障碍,41.9% 的人表示生活质量差。影响溃疡性结肠炎(UC)和克罗恩病(CD)患者心理症状的因素各不相同。生活质量主要受疾病活动、收入水平和抑郁的影响。训练组模型的 AUC 值为 0.781(95% CI:0.748-0.814)。模型的校准图与理想曲线非常吻合。与其他预测模型相比,我们的模型显示出更强的预测能力,NRI 和 IDI 值分别为 0.324(95%CI:0.196-0.4513)和 0.026(95%CI:0.014-0.038)。DCA表明,提名图模型可为临床带来益处:结论:早期 IBD 患者表现出较高的心理症状发生率和较差的生活质量。我们构建的提名图预测模型在预测早期 IBD 患者的 QoL 方面具有很高的准确性和性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
BMC Psychiatry
BMC Psychiatry 医学-精神病学
CiteScore
5.90
自引率
4.50%
发文量
716
审稿时长
3-6 weeks
期刊介绍: BMC Psychiatry is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of psychiatric disorders, as well as related molecular genetics, pathophysiology, and epidemiology.
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