Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China (mainland).
Department of Urology, Suzhou Ninth People's Hospital, Soochow University, Suzhou, Jiangsu, China (mainland).
Med Sci Monit. 2024 Jul 1;30:e944285. doi: 10.12659/MSM.944285.
BACKGROUND Thrombosis poses a grave threat to patients undergoing kidney transplants, with a heightened risk of mortality. While previous studies have established a link between COVID-19 and thrombosis, the specific association between COVID-19 and thrombosis in this patient population remains unexplored. MATERIAL AND METHODS We conducted a retrospective analysis utilizing data from 394 individuals who underwent kidney transplantation within the period of September 1, 2015, to April 1, 2023. To evaluate overall survival, we employed Kaplan-Meier analysis and utilized a logistic regression model for risk analysis. Furthermore, we developed a prediction model and assessed its accuracy through calibration curves. RESULTS Out of the 394 patients included in our study, a total of 51 individuals experienced thrombosis, resulting in 2 deaths. Our analysis revealed that COVID-19 infection significantly increased the risk of thrombosis (odds ratio [OR] 8.60, 95% confidence interval 3.13-24.74, P<0.01). Additionally, the use of cyclosporine was found to elevate the risk of death (OR 20.86, 95% CI 7.93-59.24, P<0.01) according to multifactorial analysis. Logistic models were employed to screen variables, and predictive models were constructed based on the presence of COVID-19 infection and the usage of cyclosporine. A nomogram was developed, demonstrating promising accuracy in estimating the risk of thrombosis during internal validation, with a corrected C-index of 0.869. CONCLUSIONS Our study suggests that both COVID-19 infection and the use of cyclosporine can serve as reliable predictors of thrombosis risk in patients undergoing renal transplantation. Furthermore, we developed a mortality risk prediction model based on COVID-19 in assessing thrombosis.
血栓形成对接受肾移植的患者构成严重威胁,死亡率升高。虽然先前的研究已经确定了 COVID-19 与血栓形成之间存在关联,但 COVID-19 与该患者人群中血栓形成的具体关联仍未得到探索。
我们利用 2015 年 9 月 1 日至 2023 年 4 月 1 日期间接受肾移植的 394 个人的数据进行了回顾性分析。为了评估总体生存率,我们采用 Kaplan-Meier 分析,并使用逻辑回归模型进行风险分析。此外,我们开发了一个预测模型,并通过校准曲线评估其准确性。
在我们的研究中,394 名患者中有 51 名发生了血栓形成,导致 2 例死亡。我们的分析表明,COVID-19 感染显著增加了血栓形成的风险(比值比[OR]8.60,95%置信区间 3.13-24.74,P<0.01)。此外,多因素分析发现环孢素的使用会增加死亡风险(OR 20.86,95%置信区间 7.93-59.24,P<0.01)。我们使用逻辑模型筛选变量,并根据 COVID-19 感染和环孢素的使用构建预测模型。我们构建了一个列线图,在内部验证中显示出了预测血栓形成风险的良好准确性,校正 C 指数为 0.869。
我们的研究表明,COVID-19 感染和环孢素的使用均可作为肾移植患者血栓形成风险的可靠预测指标。此外,我们还基于 COVID-19 开发了一个用于评估血栓形成风险的死亡率预测模型。