Department of Clinical Pharmacology, Aalborg University Hospital, Denmark; Department of Clinical Pharmacology, Aarhus University Hospital, Denmark.
Department of Hematology, Clinical Cancer Research Unit, Aalborg University Hospital, Denmark; Department of Clinical Medicine, Aalborg University, Aalborg, Denmark.
Thromb Res. 2024 Sep;241:109074. doi: 10.1016/j.thromres.2024.109074. Epub 2024 Jun 29.
Hospital discharge diagnoses from administrative registries are frequently used in studies of cancer-associated venous thromboembolism, but the validity of International Classification of Diseases (ICD) codes for identifying such events is unknown.
Using patient samples from the Danish National Patient Register, we calculated positive predictive values (PPV), i.e., the proportion of registered ICD codes, which could be confirmed after manual search of the electronic health record. Sensitivity was estimated in a sample of patients with imaging-verified venous thromboembolism but without prior knowledge about their ICD coding status. Sensitivity was calculated as the proportion of these patients, who were discharged with an ICD code for venous thromboembolism.
The overall PPV of an ICD-10 diagnosis of cancer-associated venous thromboembolism was 75.9 % (95 % confidence interval 71.3-80.0). In subgroups, the PPV was particularly low for recurrent venous thromboembolism (44.2 %), diagnoses in a secondary position (55.7 %), outpatient diagnoses (65.3 %), and diagnoses given at surgical (66.7 %), emergency wards (48.4 %), or via hospices/palliative teams (0 %). The overall sensitivity was 68 %, meaning 32 % of patients with cancer diagnosed in hospital with venous thromboembolism were discharged without any registered ICD code for venous thromboembolism.
The positive predictive value of an ICD diagnosis of cancer-associated venous thromboembolism in the Danish Patient Register was overall adequate for research purposes, but with notable variation across subgroups. Sensitivity was limited, as 1/3 of patients with venous thromboembolism were discharged without any relevant ICD code. Cautious interpretation of incidence of cancer-associated venous thromboembolism based on administrative register-based data is warranted.
在癌症相关静脉血栓栓塞症的研究中,经常使用来自行政登记处的出院诊断,但国际疾病分类(ICD)代码用于识别此类事件的有效性尚不清楚。
使用来自丹麦国家患者登记处的患者样本,我们计算了阳性预测值(PPV),即注册 ICD 代码中有多少可以在手动搜索电子健康记录后得到确认的比例。在有影像学证实的静脉血栓栓塞症但事先不知道其 ICD 编码状态的患者样本中估计了敏感性。敏感性计算为这些患者中,出院时被诊断为静脉血栓栓塞症的 ICD 代码的比例。
ICD-10 癌症相关静脉血栓栓塞症诊断的总体 PPV 为 75.9%(95%置信区间 71.3-80.0)。在亚组中,复发性静脉血栓栓塞症(44.2%)、次要诊断(55.7%)、门诊诊断(65.3%)以及外科(66.7%)、急诊病房(48.4%)或通过收容所/姑息治疗团队(0%)给出的诊断的 PPV 特别低。总体敏感性为 68%,这意味着 32%的在医院诊断为癌症合并静脉血栓栓塞症的患者出院时没有任何静脉血栓栓塞症的 ICD 代码。
丹麦患者登记处癌症相关静脉血栓栓塞症的 ICD 诊断的阳性预测值总体上适用于研究目的,但在亚组之间存在显著差异。敏感性有限,因为 1/3 的静脉血栓栓塞症患者出院时没有任何相关的 ICD 代码。基于行政登记数据的癌症相关静脉血栓栓塞症发生率需要谨慎解释。