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Risk prediction in medically treated chronic thromboembolic pulmonary hypertension

机译:病于医学治疗的慢性血栓栓塞肺动脉高压的风险预测

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At present, there is no generally accepted comprehensive prognostic risk prediction model for medically treated chronic thromboembolic pulmonary hypertension (CTEPH) patients. Consecutive medically treated CTEPH patients were enrolled in a national multicenter prospective registry study from August 2009 to July 2018. A multivariable Cox proportional hazards model was utilized to derive the prognostic model, and a simplified risk score was created thereafter. Model performance was evaluated in terms of discrimination and calibration, and compared to the Swedish/COMPERA risk stratification method. Internal and external validation were conducted to validate the model performance. A total of 432 patients were enrolled. During a median follow-up time of 38.73?months (IQR: 20.79, 66.10), 94 patients (21.8%) died. The 1-, 3-, and 5-year survival estimates were 95.5%, 83.7%, and 70.9%, respectively. The final model included the following variables: the Swedish/COMPERA risk stratum (low-, intermediate- or high-risk stratum), pulmonary vascular resistance (PVR,?≤?or??1600 dyn·s/cm5), total bilirubin (TBIL,?≤?or??38?μmol/L) and chronic kidney disease (CKD, no or yes). Compared with the Swedish/COMPERA risk stratification method alone, both the derived model [C-index: 0.715; net reclassification improvement (NRI): 0.300; integrated discriminatory index (IDI): 0.095] and the risk score (C-index: 0.713; NRI: 0.300; IDI: 0.093) showed improved discriminatory power. The performance was validated in a validation cohort of 84 patients (C-index?=?0.707 for the model and 0.721 for the risk score). A novel risk stratification strategy can serve as a useful tool for determining prognosis and guide management for medically treated CTEPH patients. Trial registration: ClinicalTrials.gov (Identifier: NCT01417338).
机译:目前,没有普遍接受的综合性预后风险预测模型用于医学治疗的慢性血栓栓塞肺动脉高血压(CTEPH)患者。连续医学治疗的CTEPH患者于2009年8月至2018年7月招募了国家多中心前瞻性注册研究。利用多变量的COX比例危害模型来得出预后模型,此后创建了简化的风险评分。在歧视和校准方面评估了模型性能,并与瑞典/康方风险分层方法相比。进行内部和外部验证以验证模型性能。共有432名患者注册。在38.73的中位后续时间,月份(IQR:20.79,66.10),94名患者(21.8%)死亡。 1-,3-和5年生存期估计分别为95.5%,83.7%和70.9%。最终模型包括以下变量:瑞典/康方风险层(低,中间或高风平),肺血管阻力(PVR,≤α或α&?1600 dyn·s / cm5),总计胆红素(Tbil,?≤α或β38?μmol/ L)和慢性肾病(CKD,NO或YES)。与单独的瑞典/康泽风险分层方法相比,衍生模型[C折射率:0.715;净重新分类改善(NRI):0.300;综合歧视指数(IDI):0.095]和风险得分(C折射率:0.713; NRI:0.300; IDI:0.093)显示出改善的歧视性。在84名患者的验证队列中验证了性能(C-Index?= 0.707的型号,风险评分为0.721)。一种新颖的风险分层策略可以作为用于测定医学治疗的CTEPH患者的预后和指导管理的有用工具。试验注册:ClinicalTrials.gov(标识符:NCT01417338)。

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