监测成人炎症性肠病患者的5-氨基水杨酸肾毒性:使用临床实践研究数据链数据的预后模型开发和验证

IF 3.3 Q2 GASTROENTEROLOGY & HEPATOLOGY
Abhishek Abhishek, Georgina Nakafero, Tim Card, Maarten W Taal, Matthew J Grainge, Guruprasad P Aithal, Christian D Mallen, Matthew D Stevenson, Richard D Riley
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引用次数: 0

摘要

目的:建立并验证5-氨基水杨酸盐肾毒性风险分层监测的预后模型。方法:这项英国回顾性队列研究分别使用来自临床实践研究数据链Aurum和Gold的数据进行模型开发和验证。该研究包括新诊断为炎症性肠病并在2007年1月1日至2019年12月31日期间接受5-氨基水杨酸(5-ASA)治疗的成年人。停药与5-ASA肾毒性相关,定义为处方间隔≥90天并伴有肾功能下降。给予5- asa治疗≥6个月的患者随访时间长达5年。惩罚考克斯回归用于开发风险方程与自举进行内部验证和乐观调整。从校准和判别两方面对模型性能进行了评估。结果:13 728和7318名参与者分别参与了40 378和20 679人年的随访,形成了开发和验证队列,分别有170(1.2%)和98(1.3%)个结局事件。最终模型中纳入了9个预测因子,包括慢性肾脏疾病3期和危险酒精使用作为强预测因子。年龄和身体质量指数是弱预测因子。开发和验证数据的乐观校正斜率、C和D统计量分别为0.90、0.64和0.98、1.01、0.66和0.94。结论:该预后模型使用了常规临床护理的信息,并在独立验证队列中表现良好。它可用于在已建立的5-ASA治疗期间进行血液检测监测的风险分层。一个关键的限制是肾功能下降可能是由于5-ASA肾毒性以外的因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Monitoring for 5-aminosalicylate nephrotoxicity in adults with inflammatory bowel disease: prognostic model development and validation using data from the Clinical Practice Research Datalink.

Objective: To develop and validate a prognostic model for risk-stratified monitoring of 5-aminosalicylate nephrotoxicity.

Methods: This UK retrospective cohort study used data from the Clinical Practice Research Datalink Aurum and Gold for model development and validation respectively. It included adults newly diagnosed with inflammatory bowel disease and established on 5-aminosalicylic acid (5-ASA) treatment between 1 January 2007 and 31 December 2019. Drug discontinuation associated with 5-ASA nephrotoxicity defined as a prescription gap of ≥90 days with decline in kidney function was the outcome. Patients prescribed 5-ASAs for ≥6 months were followed-up for up to 5 years. Penalised Cox regression was used to develop the risk equation with bootstrapping for internal validation and optimism adjustment. Model performance was assessed in terms of calibration and discrimination.

Results: 13 728 and 7318 participants who contributed 40 378 and 20 679 person-years follow-up formed the development and validation cohorts with 170 (1.2%) and 98 (1.3%) outcome events respectively. Nine predictors were included in the final model, including chronic kidney disease stage 3 and hazardous alcohol use as strong predictors. Age and Body Mass Index were weak predictors. The optimism-adjusted calibration slope, C and D statistics in the development and validation data were 0.90, 0.64 and 0.98, and 1.01, 0.66 and 0.94 respectively.

Conclusion: This prognostic model used information from routine clinical care and performed well in an independent validation cohort. It can be used to risk-stratify blood test monitoring during established 5-ASA treatment. A key limitation is that the decline in kidney function could have been due to factors other than 5-ASA nephrotoxicity.

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来源期刊
BMJ Open Gastroenterology
BMJ Open Gastroenterology GASTROENTEROLOGY & HEPATOLOGY-
CiteScore
5.90
自引率
3.20%
发文量
68
审稿时长
2 weeks
期刊介绍: BMJ Open Gastroenterology is an online-only, peer-reviewed, open access gastroenterology journal, dedicated to publishing high-quality medical research from all disciplines and therapeutic areas of gastroenterology. It is the open access companion journal of Gut and is co-owned by the British Society of Gastroenterology. The journal publishes all research study types, from study protocols to phase I trials to meta-analyses, including small or specialist studies. Publishing procedures are built around continuous publication, publishing research online as soon as the article is ready.
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