Department of Neurology, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, USA.
Department of Neurology, Johns Hopkins University, Baltimore, Maryland, USA.
Epilepsia. 2020 Jul;61(7):1427-1437. doi: 10.1111/epi.16569. Epub 2020 Jun 18.
To characterize the presence and nature of discrete behavioral phenotypes and their correlates in a cohort of youth with new and recent onset focal and generalized epilepsies.
The parents of 290 youth (age = 8-18 years) with epilepsy (n = 183) and typically developing participants (n = 107) completed the Child Behavior Checklist for children aged 6-18 from the Achenbach System of Empirically Based Assessment. The eight behavior problem scales were subjected to hierarchical clustering analytics to identify behavioral subgroups. To characterize the external validity and co-occurring comorbidities of the identified subgroups, we examined demographic features (age, gender, handedness), cognition (language, perception, attention, executive function, speed), academic problems (present/absent), clinical epilepsy characteristics (epilepsy syndrome, medications), familial factors (parental intelligence quotient, education, employment), neuroimaging features (cortical thickness), parent-observed day-to-day executive function, and number of lifetime-to-date Diagnostic and Statistical Manual of Mental Disorders, 4th edition (DSM-IV) diagnoses.
Hierarchical clustering identified three behavioral phenotypes, which included no behavioral complications (Cluster 1, 67% of epilepsy cohort [n = 122]), nonexternalizing problems (Cluster 2, 11% of cohort [n = 21]), and combined internalizing and externalizing problems (Cluster 3, 22% of cohort [n = 40]). These behavioral phenotypes were characterized by orderly differences in personal characteristics, neuropsychological status, history of academic problems, parental status, cortical thickness, daily executive function, and number of lifetime-to-date DSM-IV diagnoses. Cluster 1 was most similar to controls across most metrics, whereas Cluster 3 was the most abnormal compared to controls. Epilepsy syndrome was not a predictor of cluster membership.
Youth with new and recent onset epilepsy fall into three distinct behavioral phenotypes associated with a variety of co-occurring features and comorbidities. This approach identifies important phenotypes of behavior problem presentations and their accompanying factors that serve to advance clinical and theoretical understanding of the behavioral complications of children with epilepsy and the complex conditions with which they co-occur.
描述新发病例和近期发病的局灶性和全面性癫痫患儿队列中离散行为表型的存在和性质及其相关因素。
290 名患有癫痫的青少年(年龄为 8-18 岁,n=183)和具有代表性的正常发育青少年的父母(n=107)完成了 Achenbach 基于经验的评估系统的儿童行为检查表,该表适用于 6-18 岁的儿童。将八个行为问题量表进行分层聚类分析,以确定行为亚组。为了描述所确定的亚组的外部有效性和共病性,我们检查了人口统计学特征(年龄、性别、惯用手)、认知(语言、感知、注意力、执行功能、速度)、学业问题(存在/不存在)、临床癫痫特征(癫痫综合征、药物)、家族因素(父母智商、教育、就业)、神经影像学特征(皮质厚度)、家长观察到的日常执行功能以及终生 DSM-IV 诊断数量。
分层聚类确定了三种行为表型,包括无行为并发症(聚类 1,癫痫队列的 67%[n=122])、无外部问题(聚类 2,队列的 11%[n=21])和合并的内部和外部问题(聚类 3,队列的 22%[n=40])。这些行为表型的特征是个人特征、神经心理学状态、学业问题史、父母状况、皮质厚度、日常执行功能和终生 DSM-IV 诊断数量的有序差异。聚类 1 在大多数指标上与对照组最相似,而聚类 3 与对照组相比最异常。癫痫综合征不是聚类成员的预测因素。
新发和近期发病的癫痫患儿分为三种不同的行为表型,与多种共病特征和合并症相关。这种方法确定了行为问题表现及其伴随因素的重要表型,有助于深入了解癫痫儿童的行为并发症以及与他们共同发生的复杂情况。