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首页> 外文期刊>Journal of Crohn’s & colitis >Prediction of late-onset pouch failure in patients with restorative proctocolectomy with a nomogram
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Prediction of late-onset pouch failure in patients with restorative proctocolectomy with a nomogram

机译:用诺模图预测恢复性直肠结肠切除术患者的迟发性囊袋衰竭

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Background: A proportion of UC patients with restorative proctocolectomy and IPAA develop pouch failure. Accurate risk assessment is critical for making proper evaluation and treatment. Information on factors that may reliably predict pouch failure for the patients requiring referral to a specialized care unit is minimal. Aim: We sought to develop and internally validate a nomogram for the prediction of late-onset pouch failure. Methods: The study cohort included all eligible UC patients with restorative proctocolectomy and IPAA at the subspecialty Pouchitis Clinic from 2002 to 2009. Inclusion criteria were patients having: 1) inflammatory bowel disease; 2) ileal pouches; and 3) regular follow-up at the Pouchitis Clinic. Demographic and clinical variables were prospectively collected. Multivariable accelerated failure time regression model was developed to predict pouch failure defined as pouch excision or permanent diversion. Discrimination and calibration of the model were assessed following bootstrapping methods for correcting optimism, and the model was presented as a nomogram. Results: A total of 921 patients were included for the model. The mean age for this cohort was 45.5. years old. The mean follow-up at the Pouchitis Clinic was 5.8. years. Kaplan-Meier analysis showed that the probabilities for pouch retention are 0.939, 0.916 and 0.907 at 3, 5 and 7. years, respectively. The predictor variables which were included in the nomogram were smoking, duration of the pouch, baseline pouch diagnosis, and pre- and post-op use of biologics. The concordance index was 0.824. The nomogram seemed well calibrated based on the calibration curve. Conclusions: The nomogram model appeared to predict late-onset pouch failure reasonably well with satisfactory concordance index and calibration curve. The nomogram is readily applicable for clinical practice in pouch patients.
机译:背景:UC的一部分患者进行了恢复性直肠结肠切除术和IPAA的囊袋衰竭。准确的风险评估对于进行正确的评估和治疗至关重要。有关可能可靠地预测需要转诊至专门护理部门的患者的眼袋衰竭的因素的信息很少。目的:我们试图开发并内部验证诺模图,以预测迟发性囊袋衰竭。方法:该研究队列包括2002年至2009年在亚专业性囊炎诊所所有符合条件的UC患者,并进行了直肠结肠切除术和IPAA。纳入标准为:1)炎症性肠病; 2)回肠袋; 3)眼袋炎诊所定期随访。前瞻性地收集了人口统计学和临床​​变量。建立了多变量加速失效时间回归模型,以预测被定义为囊袋切除或永久转移的囊袋衰竭。使用自举方法校正乐观性,评估模型的辨别和校准,并将模型表示为列线图。结果:该模型共纳入921例患者。该队列的平均年龄为45.5。岁。 Pouchitis Clinic的平均随访率为5.8。年份。 Kaplan-Meier分析显示,在3年,5年和7年时,囊袋保留的概率分别为0.939、0.916和0.907。诺模图中包含的预测变量包括吸烟,小袋持续时间,基线小袋诊断以及术前和术后使用生物制剂。一致性指数为0.824。根据校准曲线,诺模图似乎校准良好。结论:列线图模型似乎可以较好地预测迟发性囊袋衰竭,并具有令人满意的一致性指数和校正曲线。诺模图很容易适用于袋装患者的临床实践。

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