关键词: correlates drug response electronic health record health database risk factors validity

来  源:   DOI:10.1111/epi.17732

Abstract:
OBJECTIVE: The main purposes of this study were to validate the epilepsy diagnosis in incident epilepsy cases in the Danish National Patient Registry (DNPR), which contains information on nearly 9 000 000 individuals, and to identify persons in the validated cohort who fulfilled the International League Against Epilepsy (ILAE) criteria for drug-resistant epilepsy (DRE).
METHODS: We reviewed a random sample of medical records from all individuals registered with a first diagnosis of epilepsy (International Classification of Diseases, 10th Revision [ICD-10]: G40) or seizures (ICD-10: G41, R56, or F445) in the Central Denmark Region from 2010 to 2019. In persons with a validated incident epilepsy diagnosis, we determined the proportion with DRE at the latest contact. We performed logistic regression analyses to identify clinical factors that correlated with risk of DRE.
RESULTS: Of 20 723 persons with a first diagnosis of epilepsy (n = 11 812) or seizures (n = 8911), we reviewed the medical records of n = 1067 with incident epilepsy and n = 610 with incident seizures. Among those with a register diagnosis of epilepsy, the diagnosis was confirmed in 838 cases (45% females, mean age at onset = 42.4 years), providing a positive predictive value (PPV) of 79% (95% confidence interval [CI] = 76%-81%). The PPV of focal epilepsy was 86% (95% CI = 82%-89%), and the PPV of generalized epilepsy was 71% (95% CI = 61%-80%). Of 740 patients with confirmed incident epilepsy and ≥1 year of follow-up, 103 (14%) fulfilled the definition of DRE, 476 (64%) were drug responsive, and 161 (22%) had undefined responsiveness. In multivariable logistic regression analysis, early age at epilepsy onset, cognitive impairment, and a history of status epilepticus were associated with DRE.
CONCLUSIONS: In the DNPR, we found a PPV of the epilepsy diagnosis of 79%. Among persons with confirmed epilepsy, 14% fulfilled ILAE criteria for DRE. Early age at epilepsy onset, cognitive impairment, and a history of status epilepticus were independently associated with drug resistance.
摘要:
目的:本研究的主要目的是验证丹麦国家患者登记处(DNPR)中癫痫发作病例的癫痫诊断,其中包含近9000000个人的信息,并确定经过验证的队列中符合国际抗癫痫联盟(ILAE)耐药性癫痫(DRE)标准的人员。
方法:我们回顾了所有首次诊断为癫痫的个体的医疗记录的随机样本(国际疾病分类,2010年至2019年,丹麦中部地区第10版[ICD-10]:G40)或缉获量(ICD-10:G41、R56或F445)。在确诊为癫痫事件的人中,我们在最近的接触中确定了与DRE的比例。我们进行了逻辑回归分析,以确定与DRE风险相关的临床因素。
结果:在20723名首次诊断为癫痫(n=11812)或癫痫发作(n=8911)的人中,我们回顾了n=1067例癫痫发作和n=610例癫痫发作的医疗记录.在那些有癫痫诊断的人中,838例确诊(45%为女性,发病平均年龄=42.4岁),提供79%的阳性预测值(PPV)(95%置信区间[CI]=76%-81%)。局灶性癫痫的PPV为86%(95%CI=82%-89%),全身性癫痫的PPV为71%(95%CI=61%-80%)。在740例确诊的癫痫发作和≥1年的随访患者中,103(14%)符合DRE的定义,476(64%)是药物反应,161例(22%)患者的反应性不明确.在多变量逻辑回归分析中,癫痫发作的早期年龄,认知障碍,癫痫持续状态病史与DRE相关.
结论:在DNPR中,我们发现PPV的癫痫诊断为79%。在确诊的癫痫患者中,14%符合DRE的ILAE标准。癫痫发作的早期年龄,认知障碍,癫痫持续状态病史与耐药独立相关。
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