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Factors affecting eGFR 5-year post-deceased donor renal transplant: analysis and predictive model

机译:影响eGFR死后5年供体肾移植的因素:分析和预测模型

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Aim: Long-term survival of renal allografts has improved over the last 20 years. However, less is known about current expectations for long-term allograft function as determined by estimated glomerular filtration rate (eGFR). The aim of this study was to investigate factors which affect graft function at 5 years' post-renal transplantation. The statistically significant factors were then used to construct a predictive model for expected eGFR at five years' post-transplant. Methods: We retrospectively reviewed all adult patients who received a renal transplant in the Republic of Ireland between 1990 and 2004. Data collected included era of transplantation (1990-1994, 1995-1999, 2000-2004), donor and recipient age and gender, number of human leucocyte antigen mismatches, cold ischemia time (CIT), number of prior renal transplants, immunosuppressive regimen used and acute rejection episodes. Estimated GFR was calculated at 5 years after transplantation from patient data using the Modified Diet in Renal Disease (MDRD) equation. Consecutive sampling was used to divide the study population into two equal unbiased groups of 489 patients. The first group (derivation cohort) was used to construct a predictive model for eGFR five years' post-transplantation, the second (validation cohort) to test this model. Results: Nine hundred and seventy eight patients were analyzed. The median age at transplantation was 43 years (range 18-78) and 620 (63.4%) were male. One hundred and seventy five patients (17.9%) had received a prior renal transplant. Improved eGFR at five years' post-transplantation was associated with tacrolimus-based combination immunosuppression, younger donor age, male recipient, absence of cytomegalovirus disease and absence of acute rejection episodes as independently significant factors (p<0.05). The predictive model developed using these factors showed good correlation between predicted and actual median eGFR at five years. The model explained 20% of eGFR variability. The validation model findings were consistent with the derivation model (21% variability of eGFR explained by model using same covariates on new data). Conclusion: The predictive model we have developed shows good correlation between predicted and actual median eGFR at five years' post-transplant. Applications of this model include comparison of current and future therapy options such as new immunosuppressive regimens.
机译:目的:在过去的20年中,肾脏同种异体移植的长期存活率有所提高。然而,由肾小球滤过率估计值(eGFR)决定的目前对长期同种异体移植功能的期望知之甚少。这项研究的目的是调查影响肾移植后5年的移植功能的因素。然后将具有统计学意义的因素用于构建移植后五年的预期eGFR的预测模型。方法:我们回顾性分析了1990年至2004年间在爱尔兰共和国接受肾脏移植的所有成年患者。收集的数据包括移植时代(1990-1994、1995-1999、2000-2004),供体和受体的年龄和性别,人类白细胞抗原错配的数量,冷缺血时间(CIT),先前的肾脏移植数量,使用的免疫抑制方案和急性排斥反应发作的次数。使用改良的肾脏疾病饮食(MDRD)公式从患者数据中计算出移植后5年的估计GFR。连续抽样将研究人群分为489名患者,分为两组相等的无偏见组。第一组(派生组)用于构建移植后五年的eGFR预测模型,第二组(验证组)测试该模型。结果:分析了798例患者。移植时的中位年龄为43岁(范围为18-78),男性为620(63.4%)。一百七十五名患者(17.9%)曾接受过肾脏移植。移植后五年,eGFR的改善与基于他克莫司的联合免疫抑制,较年轻的供体年龄,男性受体,不存在巨细胞病毒疾病和不存在急性排斥反应有关(p <0.05)。使用这些因素开发的预测模型显示了五年内预测的eGFR和实际的中位eGFR之间的良好关联。该模型解释了20%的eGFR变异性。验证模型的发现与推导模型一致(eGFR的21%变异性由模型使用新数据的相同协变量解释)。结论:我们开发的预测模型显示移植后五年的预测中值eGFR与实际中位eGFR之间具有良好的相关性。该模型的应用包括比较当前和未来的治疗方案,例如新的免疫抑制方案。

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