Kerlin Bryce A, Stephens Julie A, Hogan Mark J, Smoyer William E, O'Brien Sarah H
1] Center for Clinical and Translational Research, The Research Institute at Nationwide Children's, Columbus, Ohio [2] Division of Hem/Onc/BMT, Department of Pediatrics, The Ohio State University College of Medicine, Columbus, Ohio.
Center for Biostatistics, The Ohio State University, Columbus, Ohio.
Pediatr Res. 2015 Mar;77(3):463-71. doi: 10.1038/pr.2014.198. Epub 2014 Dec 17.
Pediatric venous thromboembolism (VTE) is an increasingly common, difficult to diagnose problem. Clinical probability tools (CPT) for adults estimate VTE likelihood, but are not available for children. We hypothesized that a pediatric-specific CPT is feasible.
Radiology reports were utilized to identify children imaged for suspected VTE. Relevant signs, symptoms, and comorbidity variables, identified from published literature, were extracted from corresponding medical records. Variables associated with pediatric VTE were incorporated into a multivariate logistic regression to create a pilot CPT which was confirmed on a separate cohort.
A total of 389 subjects meeting inclusion criteria were identified: 91 with VTE and 298 without. Univariate analysis revealed male gender (odds ratio (OR) = 2.96; P < 0.001), asymmetric extremity (OR = 1.76; P = 0.033), central venous catheter utilization and/or dysfunction (OR = 2.51; P < 0.001), and cancer (OR = 2.35; P = 0.014) as VTE predictive variables. Documentation of an alternate diagnosis was inversely related to VTE (OR = 0.42; P = 0.004). Receiver operating characteristic analysis of the derived CPT demonstrated reasonable ability to discriminate VTE probability in the training cohort (area under the curve (AUC) = 0.73; P < 0.001) and moderate discrimination in a separate validation cohort of 149 children (AUC = 0.64; P = 0.011).
A pediatric-specific VTE CPT is feasible, would facilitate early diagnosis, and could lead to improved outcomes.
儿童静脉血栓栓塞症(VTE)是一个日益常见且难以诊断的问题。用于成人的临床概率工具(CPT)可估计VTE的可能性,但儿童无法使用。我们假设针对儿童的CPT是可行的。
利用放射学报告来识别因疑似VTE而进行成像检查的儿童。从已发表的文献中确定相关体征、症状和合并症变量,并从相应的病历中提取。将与儿童VTE相关的变量纳入多变量逻辑回归,以创建一个试点CPT,并在另一个队列中进行验证。
共确定了389名符合纳入标准的受试者:91名患有VTE,298名未患VTE。单因素分析显示,男性(比值比(OR)=2.96;P<0.001)、肢体不对称(OR=1.76;P=0.033)、中心静脉导管的使用和/或功能障碍(OR=2.51;P<0.001)以及癌症(OR=2.35;P=0.014)为VTE的预测变量。记录有其他诊断与VTE呈负相关(OR=0.42;P=0.004)。对所推导的CPT进行的受试者工作特征分析表明,其在训练队列中具有合理的区分VTE概率的能力(曲线下面积(AUC)=0.73;P<0.001),在149名儿童的单独验证队列中具有中等区分能力(AUC=0.64;P=0.011)。
针对儿童的VTE CPT是可行的,将有助于早期诊断,并可能改善预后。