This study presents an evaluation of the bidirectional correlation between attention deficit hyperactivity disorder (ADHD) and epilepsy using 2 cohorts from the same population database.
We used data from the Taiwan National Health Insurance Research Database to establish 2 separate cohort studies with participants <19 years old. We subdivided Cohort 1 in 2 groups: (1) 2468 patients initially diagnosed with epilepsy during the period 1999–2008, and (2) 9810 randomly selected sex- and age-matched non-epileptic controls. We subdivided Cohort 2 into 2 groups: (1) 3664 patients with newly diagnosed ADHD and (2) 14 522 sex- and age-matched non-ADHD patients. We evaluated the risk of subsequent ADHD in relationship to epilepsy and vice versa in the 2 cohorts at the end of 2008.
The ADHD incidence in Cohort 1 was 7.76 in patients with epilepsy and 3.22 in those without epilepsy (per 1000 person-years) after a median follow-up of 7–7.5 years. The adjusted hazard ratio (HR) for ADHD was 2.54 (95% CI 2.02–3.18) in the epilepsy group compared to the non-epilepsy group. In Cohort 2, the incidence of epilepsy was 3.24 in patients with ADHD and 0.78 in those without ADHD (per 1000 person-years) after a median follow-up of 3–3.5 years and an HR of 3.94 (95% CI 2.58–6.03).
Citation: Chou I-C, Chang Y-T, Chin Z-N, Muo C-H, Sung F-C, Kuo H-T, et al. (2013) Correlation between Epilepsy and Attention Deficit Hyperactivity Disorder: A Population-Based Cohort Study. PLoS ONE 8(3): e57926. https://doi.org/10.1371/journal.pone.0057926
Editor: Joshua L. Bonkowsky, University of Utah School of Medicine, United States of America
Received: December 12, 2012; Accepted: January 27, 2013; Published: March 6, 2013
Copyright: © 2013 Chou et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Funding: The study was supported in part by the study project (DMR-101-045) in our hospital; Taiwan Department of Health Clinical Trial and Research Center and for Excellence (DOH102-TD-B-111-004), Taiwan Department of Health Cancer Research Center for Excellence (DOH102-TD-C-111-005); and International Research-Intensive Centers of Excellence in Taiwan (I-RiCE) (NSC101-2911-I-002-303). No additional external funding received for this study. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Epilepsy and attention deficit hyperactivity disorder (ADHD) have significant effects on the social and behavioral development of children . Epilepsy is characterized by spontaneous recurrent seizures , but can be a pervasive condition of which seizures are one expression . Similarly, ADHD has severe and persistent symptoms, such as inattention, over-activity, and impulsiveness, which initially manifest in early childhood but are associated with long-term educational and social disadvantages .
Previous research has indicated that ADHD is the most common disorder in preschool and school-aged children with epilepsy . Behavioral difficulties in epileptic children suggest a high risk for ADHD , . Similarly, 6.1% of ADHD children have abnormal electroencephalograph (EEG) results, compared to only 3.5% of healthy children . Previous research ,  on children with unprovoked seizures shows that behavioral disturbances are more common before the onset of the first seizure compared to controls. A larger study involving 148 children with first unprovoked seizures and 89 seizure-free sibling controls shows that attention problems before the first seizure, as assessed by the Child Behavior Checklist, are 2.4-fold more common in children with seizures (8.1%) than in controls (3.4%) .
Whether ADHD is a non-specific symptom caused by anti-epileptic drugs (AEDs), non-convulsive epileptiform discharges, or negative chronic seizure effects remains unknown. Whether ADHD is associated with epilepsy because of overlapping pathophysiologic mechanisms is also unclear. Comorbidity patterns that show shared neurobiological mechanisms involved in multiple disorders may provide useful insights.
Researchers previously conducted a two-way population-based retrospective cohort study to determine the possibility of developing schizophrenia in patients with epilepsy, and vice versa . That study shows a strong bidirectional relationship between schizophrenia and epilepsy. Therefore, we hypothesize that ADHD increases the risk of subsequent epilepsy and vice versa. We conducted this study to evaluate any bidirectional correlation between ADHD and epilepsy by using 2 cohorts from the same population base.
Materials and Methods
The Taiwan National Health Insurance Research Database (NHIRD), an electronic claims database of the Taiwan National Health Insurance (NHI) program, covers 99% of the 23 million population of Taiwan and contracts with more than 90% of national health care facilities , . We analyzed an NHIRD data set of 1 million patients randomly selected from people insured in 2000. Medical claims data during the period 1996–2008 were available for all insurants. Using this data set, we obtained longitudinal person-level data on medical care usage by linking an encrypted but unique personal identification from 3 files: registry for beneficiaries, ambulatory care claims, and in-patient claims. We confirmed that all data were analyzed anonymously. This study was also approved by the Ethics Review Board at China Medical University (CMU-REC-101-012).
Study Design and Patients
We conducted 2 cohort studies to assess whether epilepsy [International Classification of Disease, Ninth Revision (ICD-9), Clinical Modification, code ICD-9 345] is associated with the subsequent incidence of ADHD (ICD-9 codes 314.00, 314.01) (Cohort 1) or vice versa (Cohort 2) by using the same procedure to select the study participants (Fig. 1). The study sample consisted of children below 19 years of age without mental retardation (ICD-9 317–319). Cohort 1 included children initially diagnosed with epilepsy from 1999–2008 and a non-epileptic comparison group from the same period, excluding those with an ADHD history. Cohort 2 included children newly diagnosed with ADHD during the same period (1999–2008) and a non-ADHD comparison group, excluding those with prior epilepsy. The index date was the date of diagnosis with epilepsy (Cohort 1) or ADHD (Cohort 2). We randomly selected comparison groups in the 2 cohorts matched based on age, sex, and index year. The comparison-to-patient ratio in the group was 4.
A diagnosis of outpatient and inpatient claims revealed the onset of ADHD and epilepsy for Cohorts 1 and 2, respectively, during the follow-up period. This period started from the index date and terminated on the date of cancellation of the insurance coverage or December 31, 2008 (whichever came first).
We performed all statistical analyses using SAS (version 9.1 for Windows; SAS Institute Inc., Cary, NC, USA). In Cohort 1, we compared the differences in demographic characteristics, including age, sex, and urbanization level of the residential area, between patients with epilepsy and the comparison group by using chi-square and Wilcoxon two-sample tests for categorical and continuous variables, respectively. We used Cox proportional-hazards regression models to estimate hazard ratios (HRs) and their 95% confidence intervals (95% CI) for ADHD incidence in patients with epilepsy in a relationship to the comparison group. Accessibility to health care varies among geographic regions in Taiwan, requiring the adjustment of the urbanization level in the multivariate models. We repeated Cox regression analyses in subgroups stratified by age and sex. We used the same statistical analysis in Cohort 2. All significance levels were set as a two-sided P< .05.
Cohort 1: Epilepsy and Subsequent Risk of ADHD
Cohort 1 included 2468 epileptic and 9810 non-epileptic children (Table 1) matched for age and sex. Among the epileptic patients, 43.8% were aged <6 years, 31.0% were 6–12 years, and all others were >12 years. The mean age (±SD) was 8.0 ± 5.3 years. Approximately 44% of the cohort comprised girls. The 2 groups showed no significant difference in the level of urbanization.
During the median follow-up of 7.0 years for the epilepsy group and 7.5 years for the comparison group, the incidence of ADHD (per 1000 person-years) was 7.76 and 3.22, respectively (Table 2). Epilepsy is associated with an increased risk of subsequent ADHD (adjusted HR 2.54, 95% CI: 2.02–3.18). The age-specific HRs increased with age, at 2.26 (95% CI: 1.74–2.94), 3.53 (95% CI: 2.15–5.80), and 5.30 (95% CI: 1.42–19.78) for patients aged 0–6 years, 6–12 years, and 12–18 years, respectively. Both sexes showed an association between epilepsy and subsequent risk of ADHD.
Cohort 2: ADHD and Subsequent Risk of Epilepsy
Cohort 2 included 3664 ADHD and 14 522 non-ADHD children (Table 3). More than half (64.3%) of the ADHD group was aged 6–12 years, and 22.4% were aged 0–6 years. The mean age (±SD) was 8.7 ± 3.0 years, with male predominance in the ADHD group (80.2%). The ADHD and comparison groups were matched for age and sex. Children with ADHD were more likely to reside in urbanized areas than those in the comparison group (P < .0001).
During the median follow-up period of 3.3 years for the ADHD group and 3.5 years for the comparison group, the incidence of epilepsy (per 1000 person-years) was 3.24 and 0.78, respectively (Table 4). Children with ADHD had a 3.94-fold risk of developing epilepsy (95% CI: 2.58–6.03) after controlling for age, sex, and level of urbanization relative to the comparison group. There was an association among patient subgroups stratified by age and sex, but the HR was not significantly different among age groups and between male and female patients.
The prevalence rates of ADHD and epilepsy in the general pediatric population are 3%–7% and 0.05%–1%, respectively –. The rate of the 2 occurring together is greater than that expected by chance because ADHD and seizures may be comorbid conditions. Part of this increase is a bidirectional relationship between ADHD and epilepsy. In this study, the possibility of developing ADHD among epileptic patients is higher (adjusted HR 2.54, 95% CI: 2.02–3.18). Conversely, ADHD increases the risk of subsequent epilepsy (adjusted HR 3.94, 95% CI: 2.58–6.03), and vice versa.
The complex relationship between epilepsy and ADHD remains unclear. Researchers have proposed several hypotheses on the possible pathophysiology of their comorbidity in the context of brain development, including the effects of chronic seizures, EEG epileptiform discharges, and AEDs , . Neurodevelopmental conditions may increase the vulnerability of children to epilepsy and ADHD. In a retrospective study, Austin et al showed that attention and behavioral problems are higher in children with epilepsy compared to their siblings 6 months prior to the first diagnosed seizure. This finding is consistent with the hypothesis that the possibility of acquiring ADHD increases in epileptic children and is independent of the effects of seizures or their treatment . Hesdorffer et al evaluated ADHD symptoms in children prior to the onset of seizures, showing that ADHD is significantly more common in patients with new-onset epilepsy (31%) than in healthy controls (6%). For example, ADHD antedated the diagnosis of epilepsy in 82% of cases .
The pathogenesis of the relationship between epilepsy and ADHD remains unknown. A frontostriatal network dysfunction is related to ADHD without epilepsy –, whereas evidence of frontal lobe dysfunction appears in both focal-onset and the generalized-onset types of epilepsy. Thus, the frontal lobes may correlate between epilepsy and ADHD. Their comorbidity is also supported by animal models, which may shed light on the common genetic defects underlying these disorders. In one study, rats were selectively bred to test amygdala kindling (a model for temporal lobe epilepsy) speed. The same rats were assessed for ADHD-like symptoms in subsequent generations. The fast kindling rats (genetically seizure prone) were similar to humans with ADHD compared to the slow kindling rats . Another study shows that seizure-induced rats simultaneously developed behavioral and physical characteristics similar to ADHD symptoms .
The results of this study show that common neurobiological mechanisms may be present in epilepsy and ADHD. Identifying these mechanisms is an important consideration in the clinical management of epilepsy. Further studies should investigate genetic abnormalities that, through variable penetrance, can lead to epilepsy alone, epilepsy with ADHD, or ADHD alone. The effects of epileptiform activity in different neural network functions also require better understanding.
No. Conceived and designed the experiments: ICC YTC CHK. Performed the experiments: ICC YTC ZNC CHM FCS HTK CHT CHK. Analyzed the data: CHM FCS. Contributed reagents/materials/analysis tools: CHM FCS. Wrote the paper: ICC YTC ZNC CHM FCS HTK CHT CHK.
- 1. Williams J, Schulz EG, Griebel ML (2001) Seizure occurrence in children diagnosed with ADHD. Clin Pediatr (Phila) 40: 221–224.
- 2. Aicardi J (1998) Epilepsy and other seizure disorders. In : J. Aicardi, editors. Diseases of the nervous system in childhood. 2nd ed. London: Cambridge University Press. 575–637.
- 3. Aicardi J (1996) Epilepsy as a non-paroxysmal disorder. Acta Neuropediatrica 2: 249–57.
- 4. Swanson JM, Sergeant JA, Taylor E, Sonuga-Barke EJ, Jensen PS, et al. (1998) Attention-deficit hyperactivity disorder and hyperkinetic disorder. Lancet 351: 429–433.
- 5. Thome-Souza S, Kuczynski E, Assumpcao F Jr, Rzezak P, Fuentes D, et al. (2004) Which factors may play a pivotal role on determining the type of psychiatric disorder in children and adolescents with epilepsy? Epilepsy Behav 5: 988–994.
- 6. Holdsworth L, Whitmore K (1974) A study of children with epilepsy attending ordinary schools. I: their seizure patterns, progress and behaviour in school. Dev Med Child Neurol 16: 746–758.
- 7. Stores G, Hart J, Piran N (1978) Inattentiveness in schoolchildren with epilepsy. Epilepsia 19: 169–175.
- 8. Richer LP, Shevell MI, Rosenblatt BR (2002) Epileptiform abnormalities in children with attention-deficit-hyperactivity disorder. Pediatr Neurol 26: 125–129.
- 9. Austin JK, Harezlak J, Dunn DW, Huster GA, Rose DF, et al. (2001) Behavior problems in children before first recognized seizures. Pediatrics 107: 115–122.
- 10. Dunn DW, Austin JK, Huster GA (1997) Behaviour problems in children with new-onset epilepsy. Seizure 6: 283–287.
- 11. Chang YT, Chen PC, Tsai IJ, Sung FC, Chin ZN, et al. (2011) Bidirectional relation between schizophrenia and epilepsy: a population-based retrospective cohort study. Epilepsia 52: 2036–2042.
- 12. NHI profile (updated 2009.06.05).Available: http://www.nhi.gov.tw /webdata/AttachFiles/Attach_13787_1_NationalHealthInsuranceinTaiwan2009.Accessed 2010 Oct 5.
- 13. Lu JF, Hsiao WC (2003) Does universal health insurance make health care unaffordable? Lessons from Taiwan. Health Aff (Millwood) 22: 77–88.
- 14. Cowan LD (2002) The epidemiology of the epilepsies in children. Ment Retard Dev Disabil Res Rev 8: 171–181.
- 15. Polanczyk G, de Lima MS, Horta BL, Biederman J, Rohde LA (2007) The worldwide prevalence of ADHD: a systematic review and metaregression analysis. Am J Psychiatry 164: 942–948.
- 16. Rappley MD (2005) Clinical practice. Attention deficit-hyperactivity disorder. N Engl J Med 352: 165–173.
- 17. Diagnosis and treatment of attention deficit hyperactivity disorder (ADHD). NIH Consens Statement 16: 1–37.
- 18. Aldenkamp AP, Arends J, Overweg-Plandsoen TC, van Bronswijk KC, Schyns-Soeterboek A, et al. (2001) Acute cognitive effects of nonconvulsive difficult-to-detect epileptic seizures and epileptiform electroencephalographic discharges. J Child Neurol 16: 119–123.
- 19. Semrud-Clikeman M, Wical B (1999) Components of attention in children with complex partial seizures with and without ADHD. Epilepsia 40: 211–215.
- 20. Austin JK, Harezlak J, Dunn DW, Huster GA, Rose DF, et al. (2001) Behavior problems in children before first recognized seizures. Pediatrics 107: 115–122.
- 21. Hesdorffer DC, Ludvigsson P, Olafsson E, Gudmundsson G, Kjartansson O, et al. (2004) ADHD as a risk factor for incident unprovoked seizures and epilepsy in children. Arch Gen Psychiatry 61: 731–736.
- 22. Bush G, Valera EM, Seidman LJ (2005) Functional neuroimaging of attention-deficit/hyperactivity disorder: a review and suggested future directions. Biol Psychiatry 57: 1273–1284.
- 23. Rubia K, Smith AB, Brammer MJ, Toone B, Taylor E (2005) Abnormal brain activation during inhibition and error detection in medication-naive adolescents with ADHD. Am J Psychiatry 162: 1067–1075.
- 24. Seidman LJ, Valera EM, Makris N (2005) Structural brain imaging of attention-deficit/hyperactivity disorder. Biol Psychiatry 57: 1263–1272.
- 25. Zang YF, Jin Z, Weng XC, Zhang L, Zeng YW, et al. (2005) Functional MRI in attention-deficit hyperactivity disorder: evidence for hypofrontality. Brain Dev 27: 544–550.
- 26. McIntyre DC, Gilby KL (2007) Genetically seizure-prone or seizure-resistant phenotypes and their associated behavioral comorbidities. Epilepsia 48 Suppl 930–32.
- 27. Gilby KL (2008) A new rat model for vulnerability to epilepsy and autism spectrum disorders. Epilepsia 49 Suppl 8108–110.