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一种基于临床因素的列线图,用于预测溃疡性结肠炎患者的历年再入院情况。

A nomogram based on clinical factors to predict calendar year readmission in patients with ulcerative colitis.

作者信息

Xiang Ying, Yuan Ying, Liu Jinyan, Xu Xinwen, Wang Zhenyu, Hassan Shahzeb, Wu Yue, Sun Qi, Shen Yonghua, Wang Lei, Yang Hua, Sun Jing, Xu Guifang, Huang Qin

机构信息

Department of Gastroenterology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, Jiangsu Province, China.

Departments of Gastroenterology, Wuxi People's Hospital Affiliated to Nanjing Medical University, Wuxi, Jiangsu Province, China.

出版信息

Therap Adv Gastroenterol. 2023 Jul 31;16:17562848231189124. doi: 10.1177/17562848231189124. eCollection 2023.

Abstract

BACKGROUND

Readmission shortly after discharge is indicative of an increased disease severity for patients with ulcerative colitis (UC) and ineffectiveness to medical therapy, which may contribute to a dismal prognosis.

OBJECTIVES

This study aimed to explore prognostic variables with a nomogram to predict unplanned UC-related readmission within 1 year after discharge.

DESIGN

A retrospective cohort study.

METHODS

Electronic medical records of all UC patients treated at our center between 1 January 2014 and 31 June 2021 were reviewed. A comprehensive analysis of various characteristics, such as demographics, comorbidities, medical history, follow-up appointments, admission endoscopy, histopathologic features, etc., was used to determine the primary end point, which was unplanned UC-related calendar year readmission.

RESULTS

We found that the unplanned UC-related readmission rate within 1 year was 20.8%. In multivariable cox analysis, the predictors of the Elixhauser comorbidity index [Hazard ratio (HR): 3.50, 95% confidence interval (CI): 1.93-6.37], regular follow-up (HR: 0.29, 95% CI: 0.16-0.53), any history of corticosteroid use (HR: 3.38, 95% CI: 1.83-6.27), seral level of C-reactive protein (HR: 1.01, 95% CI: 1.00-1.02), and the UC endoscopic index of severity (HR: 1.29, 95% CI: 1.05-1.57) independently predicted calendar year readmission after discharge. The established nomogram had a consistently high accuracy in predicting calendar year readmission in the training cohort, with a concordance index of 0.784, 0.825, and 0.837 at 13, 26, and 52 weeks, respectively, which was validated in both the internal and external validation cohorts. Therefore, UC patients were divided into clinically low-, high-, and extremely high-risk groups for readmission, based on the calculated score of 272.5 and 378.

CONCLUSION

The established nomogram showed good discrimination and calibration powers in predicting calendar year readmission in high-risk UC patients, who may need intensive treatment and regular outpatient visits.

摘要

背景

出院后不久再次入院表明溃疡性结肠炎(UC)患者的疾病严重程度增加以及药物治疗无效,这可能导致预后不良。

目的

本研究旨在通过列线图探索预测出院后1年内计划外UC相关再入院的预后变量。

设计

一项回顾性队列研究。

方法

回顾了2014年1月1日至2021年6月31日在我们中心接受治疗的所有UC患者的电子病历。对各种特征进行综合分析,如人口统计学、合并症、病史、随访预约、入院内镜检查、组织病理学特征等,以确定主要终点,即计划外UC相关的日历年再入院。

结果

我们发现1年内计划外UC相关再入院率为20.8%。在多变量cox分析中,Elixhauser合并症指数的预测因素[风险比(HR):3.50,95%置信区间(CI):1.93 - 6.37]、定期随访(HR:0.29,95%CI:0.16 - 0.53)、任何使用皮质类固醇的病史(HR:3.38,95%CI:1.83 - 6.27)、C反应蛋白的血清水平(HR:1.01,95%CI:1.00 - 1.02)以及UC内镜严重程度指数(HR:1.29,95%CI:1.05 - 1.57)独立预测出院后的日历年再入院。所建立的列线图在训练队列中预测日历年再入院方面具有始终如一的高准确性,在13、26和52周时的一致性指数分别为0.784、0.825和0.837,在内部和外部验证队列中均得到验证。因此,根据计算得分272.5和378,将UC患者分为临床低、高和极高再入院风险组。

结论

所建立的列线图在预测高危UC患者的日历年再入院方面显示出良好的数据区分和校准能力,这些患者可能需要强化治疗和定期门诊就诊。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a030/10392194/84c41c7f12e1/10.1177_17562848231189124-fig1.jpg

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