Department of Gastroenterology, Renmin Hospital of Wuhan University, No 99 Zhangzhidong Road, Wuhan, Hubei Province, 430060, China.
Department of Infection, Union Hospital of Tongji Medical College of Huazhong, University of Science and Technology, Wuhan, 430022, China.
BMC Psychiatry. 2024 Nov 12;24(1):792. doi: 10.1186/s12888-024-06247-4.
To investigate the prevalence and risk factors of psychological symptoms and quality of life (QoL) in early patients with inflammatory bowel disease (IBD).
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.
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.
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.
调查炎症性肠病(IBD)早期患者心理症状和生活质量(QoL)的患病率和危险因素。
2021 年 9 月至 2022 年 5 月,采用统一问卷收集 42 家三级医院 IBD 早期患者的临床资料。采用 logistic 回归分析筛选心理症状和 QoL 不良的影响因素,构建预测 QoL 不良的模型。一致性指数、受试者工作特征(ROC)曲线、ROC 曲线下面积(AUC)、净重新分类改善(NRI)、综合判别改善(IDI)、校准曲线和决策曲线分析(DCA)用于评估模型的性能。
共调查了 939 例 IBD 早期患者,其中 20.3%有焦虑,21.7%有抑郁,57.3%有睡眠障碍,41.9%有 QoL 不良。溃疡性结肠炎(UC)和克罗恩病(CD)患者心理症状的影响因素不同。QoL 主要受疾病活动度、收入水平和抑郁的影响。模型在训练组中的 AUC 值为 0.781(95%CI:0.748-0.814)。模型的校准图与理想曲线吻合较好。与其他预测模型相比,本模型具有更高的预测能力,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 表明列线图模型可以提供临床获益。
IBD 早期患者心理症状发生率高,生活质量差。我们构建的列线图预测模型在预测 IBD 早期患者的 QoL 方面具有较高的准确性和性能。