Cmin公司
利奈唑啉
医学
逻辑回归
接收机工作特性
内科学
曲线下面积
肾功能
累积发病率
入射(几何)
急性肾损伤
队列
药代动力学
最大值
万古霉素
金黄色葡萄球菌
光学
细菌
物理
生物
遗传学
作者
Jinhui Xu,Jian Lü,Ye Yuan,Lufen Duan,Lu Shi,Fang Chen,Yang Cao,Guangjuan Xu,Zhenqing Feng,Lan Li,Hao Xue,Jiantong Sun,Qin Zhou,Zhiwei Zhuang,Lian Tang
摘要
Abstract Background Linezolid-induced thrombocytopenia is the main factor restricting the clinical application of linezolid. Objectives To investigate the relationship between PNU-14230 concentration and linezolid-induced thrombocytopenia and further develop and validate a risk model for predicting linezolid-induced thrombocytopenia. Methods A regression model was constructed to predict the occurrence of linezolid-induced thrombocytopenia, and further externally validated. The predictive performance was evaluated by receiver operating characteristic curve and Hosmer–Lemeshow test. Linezolid Cmin and PNU-142300 concentrations were compared for different kidney function groups. The Kaplan–Meier method was used to estimate the difference in cumulative incidence of linezolid-induced thrombocytopenia among different kidney function patients. Results In the derivation (n = 221) and validation (n = 158) cohorts, 28.5% and 24.1% of critically ill patients developed linezolid-induced thrombocytopenia. Logistic regression analysis indicated that the independent risk factors were linezolid Cmin, PNU-142300 concentration, baseline platelet count, renal insufficiency (RI) and continuous venovenous haemofiltration (CVVH). The AUC for the risk model was 0.901, and the model was good (P = 0.633). The model also showed good discrimination (AUC 0.870) and calibration (P = 0.282) in the external validation cohort. Compared with normal kidney function patients, patients with RI and CVVH had higher linezolid Cmin and PNU-142300 concentrations (P < 0.001) and higher cumulative incidence of linezolid-induced thrombocytopenia (P < 0.001). Conclusions PNU142300 concentration, as well as linezolid Cmin, might identify patients at risk of linezolid-induced thrombocytopenia. The risk prediction model had good predictive performance for linezolid-induced thrombocytopenia development. Concentrations of linezolid and PNU-142300 accumulated in patients with RI and CVVH.
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