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Research Article| Volume 76, P64-71, March 2020

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Children with allergic rhinitis and a risk of epilepsy: A nationwide cohort study

  • Author Footnotes
    1 These authors contributed equally to this work.
    Hui-Hsien Pan
    Footnotes
    1 These authors contributed equally to this work.
    Affiliations
    Department of Pediatrics, Chung Shan Medical University Hospital, Taichung, Taiwan

    Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
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  • Author Footnotes
    1 These authors contributed equally to this work.
    Tung-Wei Hung
    Footnotes
    1 These authors contributed equally to this work.
    Affiliations
    Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan

    School of Medicine, Chung Shan Medical University, Taichung, Taiwan
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  • Jeng-Dau Tsai
    Affiliations
    Department of Pediatrics, Chung Shan Medical University Hospital, Taichung, Taiwan

    School of Medicine, Chung Shan Medical University, Taichung, Taiwan
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  • Hsuan-Ju Chen
    Affiliations
    Management Office for Health Data, China Medical University Hospital, Taichung, Taiwan

    School of Medicine, China Medical University, Taichung, Taiwan
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  • Pei-Fen Liao
    Affiliations
    Department of Pediatrics, Chung Shan Medical University Hospital, Taichung, Taiwan

    School of Medicine, Chung Shan Medical University, Taichung, Taiwan
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  • Ji-Nan Sheu
    Correspondence
    Corresponding author at: Department of Pediatrics, Chung Shan Medical University Hospital, Taichung 402, Taiwan.
    Affiliations
    Department of Pediatrics, Chung Shan Medical University Hospital, Taichung, Taiwan

    School of Medicine, Chung Shan Medical University, Taichung, Taiwan
    Search for articles by this author
  • Author Footnotes
    1 These authors contributed equally to this work.
Open ArchivePublished:January 24, 2020DOI:https://doi.org/10.1016/j.seizure.2020.01.015

      Highlights

      • Children with allergic rhinitis have a 76 % increased subsequent risk of epilepsy.
      • Children with allergic rhinitis have an earlier age at diagnosis of epilepsy.
      • Boys with allergic rhinitis have a significantly higher risk of epilepsy than girls.
      • Clinicians should be aware of the coexistence of allergic rhinitis and epilepsy.

      Abstract

      Purpose

      Little is known about whether allergic disease is associated with a subsequent increased risk of childhood-onset epilepsy. We used a large, population-based cohort study to examine whether children with antecedent allergic rhinitis (AR) were associated with a subsequent increased risk of epilepsy.

      Methods

      This retrospective population-based cohort study was conducted by using data from the 2000–2012 Taiwan’s National Health Insurance Research Database. We enrolled 67,537 children aged 0–18 years diagnosed with AR and 67,537 age- and gender-matched children without the diagnosis of AR. The incidence rate (per 10,000 person-years) of epilepsy was calculated. We used Cox proportional hazards regression analysis to estimate hazard ratios (HRs) and 95 % confident interval (CI).

      Results

      Of the 135,074 children included in the analyses, those with AR had a higher incidence rate of epilepsy (6.84 versus 3.95 per 10,000 person-years, p < 0.001) and an earlier age at diagnosis of epilepsy than those without AR [8.54 (4.90) versus 9.33 (5.40) years, p = 0.03)]. The Kaplan-Meier survival analysis demonstrated that the children with AR had a higher likelihood of developing epilepsy than those without AR (p < 0.001). After adjusting for confounding factors in multivariate model, children with AR had a 76 % increased risk of epilepsy (HR 1.76, 95 % CI 1.51–2.04) than those without AR. Boys had a 21 % increased risk of epilepsy (HR 1.21, 95 % CI 1.05–1.40) than girls.

      Conclusions

      These results suggest that children with AR were associated with an increased subsequent risk of epilepsy.

      Keywords

      1. Introduction

      Primary epilepsy is the most common neurologic disorder of childhood, with the crude incidence rate ranging from 15 to 187 per 100,000 person-years depending on the population studied [
      • Aaberg K.M.
      • Gunnes N.
      • Bakken I.J.
      • Lund Søraas C.
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      Incidence and prevalence of childhood epilepsy: a nationwide cohort study.
      ,
      • Hernández-Ronquillo L.
      • Thorpe L.
      • Pahwa P.
      • Téllez-Zenteno J.F.
      Secular trends and population differences in the incidence of epilepsy. A population-based study from Saskatchewan, Canada.
      ]. The incidence in boys and girls is almost identical [
      • Aaberg K.M.
      • Gunnes N.
      • Bakken I.J.
      • Lund Søraas C.
      • Berntsen A.
      • Magnus P.
      • et al.
      Incidence and prevalence of childhood epilepsy: a nationwide cohort study.
      ]. Epilepsy-associated comorbidities and disabilities may cause neurobehavioral disorders, poor social and psychological function, and physical hazards, all of which are major public health concerns and place burdens on the patients, the families, societies and healthcare systems in general [
      • Raspall-Chaure M.
      • Neville B.G.
      • Scott R.C.
      The medical management of the epilepsies in children: conceptual and practical considerations.
      ,
      • Bellon M.L.
      • Barton C.
      • McCaffrey N.
      • Parker D.
      • Hutchinson C.
      Seizure-related hospital admissions, readmissions and costs: comparisons with asthma and diabetes in South Australia.
      ,
      • Murray C.J.
      • Richards M.A.
      • Newton J.N.
      • Fenton K.A.
      • Anderson H.R.
      • Atkinson C.
      • et al.
      UK health performance: findings of the Global Burden of Disease Study 2010.
      ]. While the different causes of epilepsy can be identified in childhood, such as brain malformations, genetic factors, inborn errors of metabolism, infections, tumors, and brain injuries, recent growing evidence supports the notion that inflammation within the brain may play a key role in epileptogenesis [
      • Vezzani A.
      • French J.
      • Bartfai T.
      • Baram T.Z.
      The role of inflammation in epilepsy.
      ,
      • Dupuis N.
      • Auvin S.
      Inflammation and epilepsy in the developing brain: clinical and experimental evidence.
      ].
      Allergic diseases comprise the most common chronic disease among children that have a considerable negative impact on the quality of life and health [
      • Chong S.N.
      • Chew F.T.
      Epidemiology of allergic rhinitis and associated risk factors in Asia.
      ,
      • Izquierdo-Domínguez A.
      • Valero A.L.
      • Mullol J.
      Comparative analysis of allergic rhinitis in children and adults.
      ]. Allergic diseases therefore represent a significant burden for the affected individuals and their families and for society [
      • Chong S.N.
      • Chew F.T.
      Epidemiology of allergic rhinitis and associated risk factors in Asia.
      ,
      • Izquierdo-Domínguez A.
      • Valero A.L.
      • Mullol J.
      Comparative analysis of allergic rhinitis in children and adults.
      ]. Allergic rhinitis (AR) is a very common chronic illness affecting 10%–40% of children worldwide [
      • Chong S.N.
      • Chew F.T.
      Epidemiology of allergic rhinitis and associated risk factors in Asia.
      ,
      • Izquierdo-Domínguez A.
      • Valero A.L.
      • Mullol J.
      Comparative analysis of allergic rhinitis in children and adults.
      ], and is usually associated with asthma, atopic dermatitis and allergic conjunctivitis in children [
      • Ibáñez M.D.
      • Valero A.L.
      • Montoro J.
      • Jauregui I.
      • Ferrer M.
      • Dávila I.
      • et al.
      Analysis of comorbidities and therapeutic approach for allergic rhinitis in a pediatric population in Spain.
      ]. A national study on epilepsy in the United States has examined patterns of comorbidities in children, and found that children with epilepsy were at an increased risk of physical comorbidities such as asthma and allergies [
      • Russ S.A.
      • Larson K.
      • Halfon N.
      A national profile of childhood epilepsy and seizure disorder.
      ]. Recently, one case-control and one cross-sectional large studies on children in the United States suggested that allergic diseases including asthma, atopic dermatitis/eczema, hay fever, and food allergies were associated with childhood epilepsy [
      • Silverberg J.I.
      • Joks R.
      • Durkin H.G.
      Allergic disease is associated with epilepsy in childhood: a US population-based study.
      ,
      • Strom M.A.
      • Silverberg J.I.
      Allergic disease is associated with childhood seizures: an analysis of the 1997-2013 National Health Interview Survey.
      ]. An increasing body of studies has explored mechanisms potentially involved for the development of childhood-onset epilepsy and suggested that mast cells degranulation by allergic triggers would release inflammatory and neurotoxic molecules, resulting in focal brain inflammation, and thus contributing to epileptogenesis [
      • Theoharides T.C.
      Neuroendocrinology of mast cells: challenges and controversies.
      ,
      • Skaper S.D.
      • Facci L.
      • Zusso M.
      • Giusti P.
      Neuroinflammation, mast cells, and glia: dangerous liaisons.
      ,
      • Hendriksen E.
      • van Bergeijk D.
      • Oosting R.S.
      • Redegeld F.A.
      Mast cells in neuroinflammation and brain disorders.
      ,
      • Traina G.
      Mast cells in the brain – old cells, new target.
      ].
      Although a number of studies have suggested an association between allergic diseases and a risk of epilepsy among children [
      • Silverberg J.I.
      • Joks R.
      • Durkin H.G.
      Allergic disease is associated with epilepsy in childhood: a US population-based study.
      ,
      • Strom M.A.
      • Silverberg J.I.
      Allergic disease is associated with childhood seizures: an analysis of the 1997-2013 National Health Interview Survey.
      ,
      • Barr J.
      • Katz Y.
      • Barzilay B.
      • Lahat E.
      ‘Respiratory epilepsy’ does it exist?.
      ,
      • Frediani T.
      • Lucarelli S.
      • Pelliccia A.
      • Vagnucci B.
      • Cerminara C.
      • Barbato M.
      • et al.
      Allergy and childhood epilepsy: a close relationship?.
      ,
      • Bilan N.
      • Ghaffari S.
      Association of asthma and epilepsy.
      ], these studies have recruited subjects either from a single center with small sample sizes [
      • Barr J.
      • Katz Y.
      • Barzilay B.
      • Lahat E.
      ‘Respiratory epilepsy’ does it exist?.
      ,
      • Frediani T.
      • Lucarelli S.
      • Pelliccia A.
      • Vagnucci B.
      • Cerminara C.
      • Barbato M.
      • et al.
      Allergy and childhood epilepsy: a close relationship?.
      ,
      • Bilan N.
      • Ghaffari S.
      Association of asthma and epilepsy.
      ], or from case-control and cross-sectional design studies using questionnaires to parents or guardians [
      • Silverberg J.I.
      • Joks R.
      • Durkin H.G.
      Allergic disease is associated with epilepsy in childhood: a US population-based study.
      ,
      • Strom M.A.
      • Silverberg J.I.
      Allergic disease is associated with childhood seizures: an analysis of the 1997-2013 National Health Interview Survey.
      ]. On the contrary, Castaneda et al. [
      • Castaneda G.Y.
      • Heilbroner P.L.
      • Shah N.
      • Forem S.
      • Fish I.
      Asthma and epilepsy: are they related? A retrospective study.
      ] reported that idiopathic epilepsy and asthma were not etiologically related or mutually predisposing conditions. Epilepsy and AR are both common chronic childhood illnesses; however, little is known about the relationship between children with AR and a risk of epilepsy. Epidemiologic data supporting the association are insufficient, especially in Asian ethnicity.
      To verify an association between children with AR and the future risk of epilepsy, a study employed a large database of longitudinal claims data from the Taiwan’s National Health Insurance Research Database (NHIRD) on this issue is necessary, because the NHIRD can provide a special opportunity for the long-term observation of the correlation between AR and epilepsy. Therefore, the present study aimed to examine an association between AR and a subsequent risk of childhood-onset epilepsy by using data from a large population-based cohort.

      2. Methods

      2.1 Data source

      A universal compulsory national health insurance program, as a single-payer, social insurance plan was launched on 1 March 1995 in Taiwan. It is managed by the National Health Insurance Administration of Taiwan and covers over 99 % of the 23 million population of Taiwan. The NHIRD, a large-scale computerized medical claims database derived from the national health insurance program and maintained by the National Health Research Institute (NHRI), comprises comprehensive health care information and is provided to scientists for research purposes. All datasets for the relevant variables were linked using scrambled unique personal or medical institutional identification number, forming the original data files of the NHIRD. The files contain patients’ data regarding personal medical history and demographic characteristics. To protect the personal privacy, only de-identified data are released by the NHRI.
      In this study, health claims data were used from the children’s database (2000–2012), a subset data of the NHIRD established by the NHRI. The children’s database covered a cohort of a half of all children, which were recruited by randomly selected from half of all of the insured children (aged <18 years) of the NHIRD (1996–2012). This database consisted of the same claims data as the NHIRD, including registry of beneficiary, codes for disease diagnoses (recorded as International Classification of Diseases, Ninth Revision, Clinical Modification [ICD-9-CM] codes), procedures and prescription records, and other medical services.

      2.2 Study population

      This study was a retrospective population-based longitudinal study, including a cohort of children with AR and a non-AR cohort. Fig. 1 shows the flowchart of the study population. The AR cohort included children with newly diagnosed AR (ICD-9-CM code 477) in 2000 with an age at diagnosis of 18 years or less. The index date for the AR group was the initial date of the diagnosis of AR. For each case, we randomly selected one matched control who did not have the diagnosis and coding of AR in the NHIRD datasets and was also matched on age and gender to the children with AR. The index date was the same as for the children with AR.
      Fig. 1
      Fig. 1Flowchart of the study population. AR, allergic rhinitis.

      2.3 Definitions of epilepsy and comorbidities

      In this study, children with epilepsy were defined according to the diagnostic criteria of the ICD-9-CM as ICD-9-CM code 345 for epilepsy. To improve diagnostic accuracy, the occurrence of epilepsy was defined as having at least three inpatient or outpatient visits with epilepsy as the primary diagnosis and once receiving at least one of the anti-epileptic drugs after the diagnosis of epilepsy. The diagnosis of epilepsy was made by pediatricians or neurologists based on patient’s neurological manifestations, electroencephalographic and imaging findings, and the physician-diagnosed epilepsy (ICD-9-CM code 345) was recorded in the NHIRD. In order to ensure that AR had occurred before epilepsy, we excluded the children with a diagnosis of epilepsy before the diagnosis of AR. It was excluded that diseases or conditions might be associated with the development of later epilepsy, including febrile convulsions (ICD-9-CM code 780.31), cerebral palsy (ICD-9-CM codes 343.9 and 344.9), neurogenic abnormalities (ICD-9-CM code 742), brain infections (ICD-9-CM codes 320–324), brain injuries (ICD-9-CM codes 854.0 and 959.01), and brain tumors (ICD-9-CM codes 191 and 239.6). All study subjects were followed from the entry date to a diagnosis of epilepsy, withdrawal from the National Health Insurance program, an age over 18 years, or the end of 2012.
      Associated comorbidities in children with AR were defined as the presence of other conditions after the diagnosis of AR, including asthma (ICD-9-CM code 493), atopic dermatitis (ICD-9-CM code 691.8), allergic conjunctivitis (ICD-9-CM codes 372.05, 372.10, and 372.14), attention deficit hyperactivity disorder (ADHD, ICD-9-CM code 314), autism spectrum disorder (ASD, ICD-9-CM code 299), developmental delay (DD, ICD-9-CM codes 315 and 783.4), and psychomotor retardation (PR, ICD-9-CM codes 317–319). All comorbidities were defined as at least three corresponding diagnostic files in inpatients and outpatients to improve diagnostic accuracy and avoid an overestimation of the incidence.

      2.4 Statistical analyses

      Data were reported as mean (standard deviation) for the continuous variable (age), and number and percentage for categorical variables (gender, age group, parental occupation status, urbanization and comorbidities). The Student’s t test was used to assess the difference in age between the AR group and the non-AR group, and the chi-square test was used to evaluate differences in categorical variables. Incidence rate (per 10,000 person-years) of epilepsy were calculated by dividing the number of epilepsy with follow-up person time, and the cumulative incidence curves of epilepsy for each group were evaluated using the Kaplan-Meier analysis. The log-rank test was used to test differences in curves between the two groups. To determine the risk of epilepsy between the two groups, hazard ratios (HRs) and corresponding 95 % confidence intervals (CIs) were estimated using univariate and multivariate Cox proportional hazard models.
      We retrieved information on parental occupation and urbanization from the NHIRD and adjusted for sociodemographic covariates based on previous Taiwanese studies [
      • Liu C.Y.
      • Hung Y.T.
      • Chuang Y.L.
      • Chen Y.J.
      • Weng W.S.
      • Liu J.S.
      • et al.
      Incorporating development stratification of Taiwan townships into sampling design of large scale health interview survey.
      ]. The parental occupation was divided into three groups according to working status: white collar, long indoor working hours; blue collar, long outdoor working hours; and other retirees, low-income people [
      • Liu C.Y.
      • Hung Y.T.
      • Chuang Y.L.
      • Chen Y.J.
      • Weng W.S.
      • Liu J.S.
      • et al.
      Incorporating development stratification of Taiwan townships into sampling design of large scale health interview survey.
      ]. Based on the number of residents and area for each of the 359 townships in Taiwan, the population density (people/km2) of each township was calculated and was categorized into four groups. Level 1 expressed the most urbanized region and level 4 indicated the least urbanized region [
      • Liu C.Y.
      • Hung Y.T.
      • Chuang Y.L.
      • Chen Y.J.
      • Weng W.S.
      • Liu J.S.
      • et al.
      Incorporating development stratification of Taiwan townships into sampling design of large scale health interview survey.
      ].
      SAS software version 9.4 (SAS Institute, Cary, NC, USA) was used to manage the data and to compute the statistical analyses, and R software (R Foundation for Statistical Computing, Vienna, Austria) was used to draw the incidence curves. All statistical tests were two-sided and a value of p < 0.05 was considered statistically significant.

      2.5 Ethics approval

      The retrospective study was approved by the Institutional Review Board of the Chung Shan Medical University Hospital, Taichung, Taiwan (CSMUH No: CS14019) and informed consent was waived because of the retrospective nature of the study.

      3. Results

      3.1 Characteristics of the study population

      This study cohort included 67,537 children with AR and 67,537 gender- and age-matched children without AR. Children with AR were more likely to have parents with a high socio-economic status and to reside in more urbanized regions (Table 1). During an average observational period of 11 years, the children with AR had a higher incidence rate of developing epilepsy (6.84 versus 3.95 per 10,000 person-years, p < 0.001) and an earlier age at diagnosis of epilepsy [8.54 (4.90) versus 9.33 (5.40) years, p = 0.03] than those without AR. In addition, the children with AR had a higher prevalence rate of associated comorbidities, including asthma, atopic dermatitis, allergic conjunctivitis, ADHD, ASD, DD, and PR than those without AR (all of p < 0.001, except for ASD, p = 0.01 and for PR, p = 0.003, respectively).
      Table 1Characteristics of demographic data and comorbidity in children with and without allergic rhinitis.
      Allergic rhinitisNon-Allergic rhinitis
      n = 67,537n = 67,537p value
      Variablen%n%
      Gender>0.99
       Girls27,69341.027,69341.0
       Boys39,84459.039,84459.0
      Age at diagnosis for allergic rhinitis, year>0.99
       0–545,96268.145,96268.1
       6–1219,67829.119,67829.1
       13–181,8972.811,8972.81
       Mean (SD)4.97 (3.51)4.95 (3.52)0.18
      Epilepsy event no. (incidence rate per 10,000 person-years)517 (6.84)297 (3.95)<0.001
       Age at diagnosis for epilepsy, years, mean (SD)8.54 (4.90)9.33 (5.40)0.03
      Parental occupational status<0.001
       White-collar workers44,85866.437,82356.0
       Blue-collar workers15,10522.418,26627.1
       Other7,57411.211,44816.9
      Urbanization<0.001
       Level 1 (highest)22,35133.118,11526.8
       Level 221,67332.120,11129.8
       Level 312,39618.413,86120.5
       Level 4 (lowest)11,11716.515,45022.9
      Comorbidity
       Asthma10,41715.41,0931.62<0.001
       Atopic dermatitis1,3592.012550.38<0.001
       Allergic conjunctivitis4,6396.871,4062.08<0.001
       Attention deficit hyperactivity disorder900.132660.39<0.001
       Autism spectrum disorder200.03410.060.01
       Developmental delay1490.22810.12<0.001
       Psychomotor retardation1570.231070.160.003
      Follow-up years, mean (SD)11.2 (2.43)11.1 (2.44)0.004
      Bold data show statistical significance < 0.05.
      Abbreviations: SD, standard deviation.

      3.2 Univariate and multivariate analyses of outcomes and comorbidities

      Fig. 2 shows the 12-year cumulative incidence curves of epilepsy by AR status. The Kaplan-Meier survival analysis with the log-rank test demonstrated that the children with AR had a higher estimated cumulative incidence of developing epilepsy than those without AR (p < 0.001). Table 2 shows the association between children with AR and the risk of epilepsy. The univariate analyses revealed that children who had AR, asthma, DD and PR were more likely to develop epilepsy than those without diseases. Boys had a higher risk of developing epilepsy than girls (HR 1.21, 95 % CI 1.05–1.39). Additionally, children aged 6–12 years (HR 0.83; 95 % CI 0.70–0.98) appeared to have a lower risk of epilepsy when compared with those aged 0–5 years.
      Fig. 2
      Fig. 2Cumulative incidence curves of epilepsy for children with and without allergic rhinitis. Kaplan-Meier survival analysis with the log-rank test showed that the children with allergic rhinitis had a higher likelihood of developing epilepsy than those without allergic rhinitis (p < 0.001).
      Table 2Crude and adjusted HRs for epilepsy compared children with and without AR and other associated comorbidities.
      VariableEvent no.Person-yearsIRHR (95 % CI)
      Crudep valueAdjusted
      Models adjusting for gender, age (categorical), parental occupational status, urbanization, asthma, atopic dermatitis, allergic conjunctivitis, ADHD, autism spectrum disorder, developmental delay, and psychomotor retardation.
      p value
      AR
       No297752,7433.951 (Reference)1 (Reference)
       Yes517755,3186.841.74 (1.51–2.01)<0.0011.76 (1.51–2.04)<0.001
      Gender
       Girls298620,4714.801 ([Reference]1 (Reference)
       Boys516887,5895.811.21 (1.05–1.39)0.0091.21 (1.05–1.40)0.009
      Age, years
       0–56221,131,9515.491 (Reference)1 (Reference)
       6–12179362,5454.940.83 (0.70-0.98)0.020.81 (0.69-0.96)0.01
       13–181313,5649.581.19 (0.69–2.07)0.531.19 (0.69–2.08)0.53
      Parental Occupational status
       White-collar workers501927,6815.401 (Reference)1 (Reference)
       Blue-collar workers198368,3935.370.99 (0.84–1.17)0.911.05 (0.88–1.24)0.60
       Other115211,9875.421.00 (0.82–1.23)0.961.09 (0.88–1.33)0.44
      Urbanization
       Level 1 (highest)261451,0955.791 (Reference)1 (Reference)
       Level 2232466,6834.970.86 (0.72–1.03)0.090.86 (0.72–1.03)0.10
       Level 3156292,4095.330.92 (0.76–1.13)0.420.96 (0.78–1.17)0.66
       Level 4 (lowest)165297,8745.540.96 (0.79–1.17)0.671.01 (0.82–1.23)0.96
      Comorbidity
       Asthma
       No7221,372,9205.261 (Reference)1 ([Reference]
       Yes92135,1416.811.31 (1.06–1.63)0.011.04 (0.83–1.30)0.75
      Atopic dermatitis
       No8061,489,1315.411 (Reference)1 (Reference)
       Yes818,9304.230.79 (0.39–1.58)0.500.65 (0.32–1.31)0.23
      Allergic conjunctivitis
       No7781,443,0055.391 (Reference)1 (Reference)
       Yes3665,0565.531.01 (0.73–1.42)0.930.89 (0.64–1.25)0.49
      ADHD
       No81015043865.381 (Reference)1 (Reference)
       Yes4367410.91.98 (0.74–5.28)0.321.56 (0.62–4.21)0.23
      Autism spectrum disorder
       No81315073735.391 (Reference)1 (Reference)
       Yes168714.62.70 (0.38–19.2)0.292.35 (0.31–17.35)0.18
      Developmental delay
       No8091,505,5155.371 (Reference)1 (Reference)
       Yes52,54519.73.65 (1.52–8.80)0.0032.59 (1.06–6.33)0.03
      Psychomotor retardation
       No8021,505,3535.331 (Reference)1 (Reference)
       Yes122,70844.38.15 (4.61–14.4)<0.0017.55 (4.22–13.5)<0.001
      Bold data show statistical significance <0.05.
      Abbreviations: AR allergic rhinitis; IR incidence rate per 10,000 person-years; HR hazard ratio; CI confidence interval; ADHD attention deficit hyperactivity disorder.
      a Models adjusting for gender, age (categorical), parental occupational status, urbanization, asthma, atopic dermatitis, allergic conjunctivitis, ADHD, autism spectrum disorder, developmental delay, and psychomotor retardation.
      After adjusting for sociodemographic data and comorbidities, the multivariate analyses revealed that the children with AR had a 76 % increased risk of developing epilepsy (HR 1.76, 95 % CI 1.51–2.04) than those without AR. Boys had a 1.21-fold higher risk of epilepsy (HR 1.21, 95 % CI 1.05–1.41) than girls. The children with AR aged 6–12 years (HR 0.81, 95 % CI 0.69–0.96) seemed to have a lower risk of developing epilepsy when compared with those aged 0–5 years. In addition, the children with DD (HR 2.59, 95 % CI 1.06–6.33) and PR (HR 7.55, 95 % CI 4.22–13.5) were associated with an increased risk of epilepsy compared with their counterparts.

      3.3 Stratified analyses by gender, age and associated comorbidities

      Stratified analyses were performed to elucidate further the role of gender, age and associated comorbidities on the relationship between AR and epilepsy. Table 3 summarizes the risk of epilepsy between the AR and non-AR cohorts stratified by gender, age and comorbidities. The girls with AR had a 1.32-fold higher risk of epilepsy (HR 1.32, 95 % CI 1.03–1.68) than those without AR, while the boys with AR had a 2-fold higher risk of epilepsy (HR 2.08, 95 % CI 1.72–2.51) compared with those without AR. When compared with those without AR, children with AR aged 0–5 years, 6–12 years, and 13–18 years had 1.79-fold (HR 1.79, 95 % CI 1.51–2.13), 1.73-fold (HR 1.72, 95 % CI 1.27–2.37), and 2.96-fold (HR 2.06, 95 % CI 0.57–15.4) higher risks of epilepsy, respectively. Sub-analysis stratified by children with or without associated comorbidities further delineated that children with AR had 1.72-fold (HR 1.72, 95 % CI 1.47–2.80) higher risk of developing epilepsy than those without AR. These findings indicated that among children without associated comorbidities, only the children with AR exhibited a higher risk of developing epilepsy compared with those without AR, suggesting that AR alone is a risk factor of epilepsy.
      Table 3The HRs of epilepsy in children with allergic rhinitis stratified by gender, age, and comorbidities.
      Allergic rhinitis groupNon- Allergic rhinitis groupHR (95 % CI)
      VariableEvent no.Person-yearsIREvent no.Person-yearsIRCrudep valueAdjusted
      Models mutually adjusting for gender, age (categorical), asthma, atopic dermatitis, allergic conjunctivitis, attention deficit hyperactivity disorder, autism spectrum disorder, developmental delay and psychomotor retardation.
      p value
      Gender
       Girls174310,9855.60124309,4864.011.40 (1.11–1.76)0.0041.32 (1.03–1.68)0.02
       Boys343444,3337.72173443,2573.901.98 (1.65–2.38)<0.0012.08 (1.72–2.51)<0.001
      Age, years
       0–5399567,4497.03223564,5023.951.79 (1.52–2.10)<0.0011.79 (1.51–2.13)<0.001
       6–12111181,1186.1368181,4273.751.66 (1.23–2.25)0.0011.73 (1.27–2.37)<0.001
       13–1876,75010.466,8148.811.58 (0.49–5.09)0.442.96 (0.57–15.4)0.19
      Comorbidities
      Children with any one of asthma, atopic dermatitis, allergic conjunctivitis, attention deficit hyperactivity disorder, autism spectrum disorder, developmental delay, and psychomotor retardation were classified as the comorbidities group.
       No387579,6226.68284720,5163.941.70 (1.45–1.98)<0.0011.72 (1.47–2.00)<0.001
       Yes130175,6967.401332,2274.031.85 (1.05–3.28)0.031.81 (1.02–3.20)0.04
      Bold data show statistical significance < 0.05.
      Abbreviations: IR, incidence rate, per 10,000 person-years; HR, hazard ratio; CI, confidence interval.
      a Models mutually adjusting for gender, age (categorical), asthma, atopic dermatitis, allergic conjunctivitis, attention deficit hyperactivity disorder, autism spectrum disorder, developmental delay and psychomotor retardation.
      b Children with any one of asthma, atopic dermatitis, allergic conjunctivitis, attention deficit hyperactivity disorder, autism spectrum disorder, developmental delay, and psychomotor retardation were classified as the comorbidities group.

      4. Discussion

      In this large, retrospective, population-based cohort study, the children with AR had a 76 % increase in subsequent risk of developing epilepsy and were significantly younger at diagnosis of epilepsy compared with those without AR. Our findings on the association implied that AR was an independent risk factor for childhood-onset epilepsy.
      Our results showed that the children with AR were associated with higher prevalence rates of allergic comorbidities, including asthma, atopic dermatitis and allergic conjunctivitis, which are similar to previous reports [
      • Izquierdo-Domínguez A.
      • Valero A.L.
      • Mullol J.
      Comparative analysis of allergic rhinitis in children and adults.
      ,
      • Ibáñez M.D.
      • Valero A.L.
      • Montoro J.
      • Jauregui I.
      • Ferrer M.
      • Dávila I.
      • et al.
      Analysis of comorbidities and therapeutic approach for allergic rhinitis in a pediatric population in Spain.
      ]. Previous studies have reported the associations between allergic diseases, including asthma, atopic dermatitis/eczema, hay fever and food allergies and an increased risk of childhood-onset epilepsy [
      • Silverberg J.I.
      • Joks R.
      • Durkin H.G.
      Allergic disease is associated with epilepsy in childhood: a US population-based study.
      ,
      • Strom M.A.
      • Silverberg J.I.
      Allergic disease is associated with childhood seizures: an analysis of the 1997-2013 National Health Interview Survey.
      ,
      • Barr J.
      • Katz Y.
      • Barzilay B.
      • Lahat E.
      ‘Respiratory epilepsy’ does it exist?.
      ,
      • Frediani T.
      • Lucarelli S.
      • Pelliccia A.
      • Vagnucci B.
      • Cerminara C.
      • Barbato M.
      • et al.
      Allergy and childhood epilepsy: a close relationship?.
      ,
      • Bilan N.
      • Ghaffari S.
      Association of asthma and epilepsy.
      ]. Our results present supporting finding for the relationship between children with AR and a subsequent risk of epilepsy. We observed that asthma was associated with an increased risk of epilepsy in children in the bivariate models but not in the multivariate models, which is similar to previous studies that asthma and epilepsy was not related [
      • Strom M.A.
      • Silverberg J.I.
      Allergic disease is associated with childhood seizures: an analysis of the 1997-2013 National Health Interview Survey.
      ,
      • Castaneda G.Y.
      • Heilbroner P.L.
      • Shah N.
      • Forem S.
      • Fish I.
      Asthma and epilepsy: are they related? A retrospective study.
      ], but in contrast to several previous reports [
      • Silverberg J.I.
      • Joks R.
      • Durkin H.G.
      Allergic disease is associated with epilepsy in childhood: a US population-based study.
      ,
      • Barr J.
      • Katz Y.
      • Barzilay B.
      • Lahat E.
      ‘Respiratory epilepsy’ does it exist?.
      ,
      • Frediani T.
      • Lucarelli S.
      • Pelliccia A.
      • Vagnucci B.
      • Cerminara C.
      • Barbato M.
      • et al.
      Allergy and childhood epilepsy: a close relationship?.
      ,
      • Bilan N.
      • Ghaffari S.
      Association of asthma and epilepsy.
      ]. We also observed that the children with AR appeared to be younger at diagnosis of epilepsy than those without AR (8.54 versus 9.33 years). This finding has not yet been reported. It is suggested that some are vulnerable children who have experienced focal brain inflammation triggered by allergic response during AR episodes and that this could predispose them to develop childhood-onset epilepsy at an earlier age. A number of studies reported that epilepsy was significantly associated with early childhood (2–6 years) [
      • Strom M.A.
      • Silverberg J.I.
      Allergic disease is associated with childhood seizures: an analysis of the 1997-2013 National Health Interview Survey.
      ,
      • Frediani T.
      • Lucarelli S.
      • Pelliccia A.
      • Vagnucci B.
      • Cerminara C.
      • Barbato M.
      • et al.
      Allergy and childhood epilepsy: a close relationship?.
      ,
      • Bilan N.
      • Ghaffari S.
      Association of asthma and epilepsy.
      ], several reports indicated that their patients whose age average was 10 years [
      • Barr J.
      • Katz Y.
      • Barzilay B.
      • Lahat E.
      ‘Respiratory epilepsy’ does it exist?.
      ,
      • Castaneda G.Y.
      • Heilbroner P.L.
      • Shah N.
      • Forem S.
      • Fish I.
      Asthma and epilepsy: are they related? A retrospective study.
      ], but other studies reported a higher prevalence rate of epilepsy in older children (12–17 years) [
      • Russ S.A.
      • Larson K.
      • Halfon N.
      A national profile of childhood epilepsy and seizure disorder.
      ,
      • Silverberg J.I.
      • Joks R.
      • Durkin H.G.
      Allergic disease is associated with epilepsy in childhood: a US population-based study.
      ]. Details of studies of the associations between allergic diseases and childhood-onset epilepsy are outlined in Table 4. The possible explanations for these inconsistent results across ours and previous studies included the differences in study designs, comparison groups, study sample sizes (a single, multi, local or nationwide institutes), diagnostic criteria (parent/caregiver-recalled epilepsy or board-certified physician-diagnosed epilepsy), cohort ages as well as lack of control for potential confounding factors in statistical analyses.
      Table 4Details of studies involved with regard to the associations between allergic diseases and childhood-onset epilepsy, ordered by the reference number.
      Author [Reference], published yearStudy designMethods of diagnosisNo. of participantsResultsTime period
      CasesControls
      Silverberg [
      • Silverberg J.I.
      • Joks R.
      • Durkin H.G.
      Allergic disease is associated with epilepsy in childhood: a US population-based study.
      ], 2014
      Case-control designQuestionnaires to parents or guardians97790,628Epilepsy was associated with allergic diseases in children, including atopic dermatitis/eczema, asthma, hay fever, food allergies. Children with more number of allergic diseases were associated with increased epilepsy. A higher prevalence of epilepsy was noted among older children (11–17 years).2007–2008
      Strom [
      • Strom M.A.
      • Silverberg J.I.
      Allergic disease is associated with childhood seizures: an analysis of the 1997-2013 National Health Interview Survey.
      ], 2016
      Cross-sectional designQuestionnaires to parents or guardians1494204,619Epilepsy was associated with eczema, hay fever and food allergy. Asthma was associated with epilepsy in bivariate model, not in multivariate model. Risk of epilepsy was more strongly associated with increased number of comorbid allergic diseases. Aged 2–6 years had a higher risk of developing epilepsy compared with aged 0–1 year.1997–2013.
      Barr [
      • Barr J.
      • Katz Y.
      • Barzilay B.
      • Lahat E.
      ‘Respiratory epilepsy’ does it exist?.
      ], 1998
      Case-control designElectroencephalographic studies2424The cases studied had a mean age of 9.6 (3.5) years at diagnosis. A sub-group of children with asthma was associated with epilepsy.Non-available
      Frediani [
      • Frediani T.
      • Lucarelli S.
      • Pelliccia A.
      • Vagnucci B.
      • Cerminara C.
      • Barbato M.
      • et al.
      Allergy and childhood epilepsy: a close relationship?.
      ], 2001
      Case-control designNeurologic manifestations, electroencephalograms, computed tomographic or magnetic resonance imaging findings72202The cases studied had a mean age of 6 years (6 months to 13 years). A higher incidence of allergy was noted in the children with epilepsy and their immediate families, including eczema, rhinitis, asthma, conjunctivitis, cow’s milk protein allergy, urticaria, food intolerance, and drug allergy.Non-available
      Bilan [
      • Bilan N.
      • Ghaffari S.
      Association of asthma and epilepsy.
      ], 2010
      Cross-sectional and analytical designNot specified the surveillance for seizure disorders26774The study children had a mean age of 6 (2.1) years. The prevalence rate of epilepsy in asthmatic children (3.25 %) was significantly higher than those in general population (1 %).2004–2008
      Castaneda [
      • Castaneda G.Y.
      • Heilbroner P.L.
      • Shah N.
      • Forem S.
      • Fish I.
      Asthma and epilepsy: are they related? A retrospective study.
      ] 1998
      Case-control designNeurologic manifestations, electroencephalographic, computed tomographic or magnetic resonance imaging findings201400The median age of the study group was 10 years (range, 1–17 years). Epilepsy and asthma were not etiologically related or mutually predisposing conditions.Non-available
      The current study 2019Retrospective cohort study designICD-9-CM codes in the NHIRD67,537
      Children with allergic rhinitis had an age at diagnosis of 18 years or less and the control group did not have any diagnosis of allergic rhinitis with age- and gender- matched to the children with allergic rhinitis.
      67,537
      Children with allergic rhinitis had an age at diagnosis of 18 years or less and the control group did not have any diagnosis of allergic rhinitis with age- and gender- matched to the children with allergic rhinitis.
      Allergic rhinitis was independently associated with an increased subsequent risk of childhood-onset epilepsy. Children with allergic rhinitis were significantly younger at diagnosis of epilepsy than those without (8.54 versus 9.33 years). Asthma was associated with epilepsy in bivariate model, not in multivariate model. Children with allergic rhinitis were also associated with the higher prevalence rates of neurodevelopmental disorders, including attention deficit hyperactivity disorder, autism spectrum disorder, developmental delay, and psychomotor retardation.2000–2012
      Abbreviations: ICD-9-CM, International Classification of Diseases, Ninth Revision, Clinical Modification; NHIRD, The National Health Insurance Research Database.
      a Children with allergic rhinitis had an age at diagnosis of 18 years or less and the control group did not have any diagnosis of allergic rhinitis with age- and gender- matched to the children with allergic rhinitis.
      The underlying mechanisms and causal relationship between AR and epilepsy are not completely understood. It has been recently suggested that mast cells activation by peripheral allergic triggers is a mechanism specially implicated in AR and epilepsy [
      • Kay A.B.
      Allergy and allergic diseases.
      ,
      • Dong H.
      • Zhang X.
      • Qian Y.
      Mast cells and neuroinflammation.
      ,
      • Theoharides T.C.
      Mast cells: the immune gate to the brain.
      ,
      • Caraffa A.
      • Conti C.
      • D Ovidio C.
      • Gallenga C.E.
      • Tettamanti L.
      • Mastrangelo F.
      • et al.
      New concepts in neuroinflammation: mast cells pro-inflammatory and anti-inflammatory cytokine mediators.
      ,
      • Skaper S.D.
      • Facci L.
      • Giusti P.
      Mast cells, glia and neuroinflammation: partners in crime?.
      ,
      • Nautiyal K.M.
      • Liu C.
      • Dong X.
      • Silver R.
      Blood-borne donor mast cell precursorsmigrate to mast cell-rich brain regions in the adult mouse.
      ]. Mast cells are thought to function primarily as effector and sensor cells in allergic diseases like AR, asthma, atopic dermatitis, acute conjunctivitis and food allergies [
      • Kay A.B.
      Allergy and allergic diseases.
      ]. They are first responders and are regarded as the immune gate to the brain [
      • Dong H.
      • Zhang X.
      • Qian Y.
      Mast cells and neuroinflammation.
      ,
      • Theoharides T.C.
      Mast cells: the immune gate to the brain.
      ], acting as catalyst and recruiters to initiate, magnify, and prolong immune and nervous responses in the brain upon activation [
      • Theoharides T.C.
      Neuroendocrinology of mast cells: challenges and controversies.
      ,
      • Skaper S.D.
      • Facci L.
      • Zusso M.
      • Giusti P.
      Neuroinflammation, mast cells, and glia: dangerous liaisons.
      ,
      • Hendriksen E.
      • van Bergeijk D.
      • Oosting R.S.
      • Redegeld F.A.
      Mast cells in neuroinflammation and brain disorders.
      ,
      • Traina G.
      Mast cells in the brain – old cells, new target.
      ,
      • Dong H.
      • Zhang X.
      • Qian Y.
      Mast cells and neuroinflammation.
      ,
      • Theoharides T.C.
      Mast cells: the immune gate to the brain.
      ,
      • Caraffa A.
      • Conti C.
      • D Ovidio C.
      • Gallenga C.E.
      • Tettamanti L.
      • Mastrangelo F.
      • et al.
      New concepts in neuroinflammation: mast cells pro-inflammatory and anti-inflammatory cytokine mediators.
      ,
      • Skaper S.D.
      • Facci L.
      • Giusti P.
      Mast cells, glia and neuroinflammation: partners in crime?.
      ,
      • Nautiyal K.M.
      • Liu C.
      • Dong X.
      • Silver R.
      Blood-borne donor mast cell precursorsmigrate to mast cell-rich brain regions in the adult mouse.
      ,
      • Silverman A.-J.
      • Sutherland A.K.
      • Wilhelm M.
      • Silver R.
      Mast cells migrate fromblood to brain.
      ]. Mast cells produce a plethora of vasodilatory and proinflammatory mediators upon stimulation by allergic triggers, including histamine, serotonin, and cytokines, thereby eliciting a cascade of inflammatory events within the brain, and thus focal brain inflammation could then contribute to or exacerbate seizures [
      • Theoharides T.C.
      Neuroendocrinology of mast cells: challenges and controversies.
      ,
      • Skaper S.D.
      • Facci L.
      • Zusso M.
      • Giusti P.
      Neuroinflammation, mast cells, and glia: dangerous liaisons.
      ,
      • Hendriksen E.
      • van Bergeijk D.
      • Oosting R.S.
      • Redegeld F.A.
      Mast cells in neuroinflammation and brain disorders.
      ,
      • Traina G.
      Mast cells in the brain – old cells, new target.
      ,
      • Dong H.
      • Zhang X.
      • Qian Y.
      Mast cells and neuroinflammation.
      ,
      • Theoharides T.C.
      Mast cells: the immune gate to the brain.
      ,
      • Caraffa A.
      • Conti C.
      • D Ovidio C.
      • Gallenga C.E.
      • Tettamanti L.
      • Mastrangelo F.
      • et al.
      New concepts in neuroinflammation: mast cells pro-inflammatory and anti-inflammatory cytokine mediators.
      ,
      • Skaper S.D.
      • Facci L.
      • Giusti P.
      Mast cells, glia and neuroinflammation: partners in crime?.
      ,
      • Nautiyal K.M.
      • Liu C.
      • Dong X.
      • Silver R.
      Blood-borne donor mast cell precursorsmigrate to mast cell-rich brain regions in the adult mouse.
      ,
      • Silverman A.-J.
      • Sutherland A.K.
      • Wilhelm M.
      • Silver R.
      Mast cells migrate fromblood to brain.
      ]. It is suggested that mast cells are present in the brain as resident cells or migratory cells from the periphery [
      • Skaper S.D.
      • Facci L.
      • Giusti P.
      Mast cells, glia and neuroinflammation: partners in crime?.
      ,
      • Nautiyal K.M.
      • Liu C.
      • Dong X.
      • Silver R.
      Blood-borne donor mast cell precursorsmigrate to mast cell-rich brain regions in the adult mouse.
      ,
      • Silverman A.-J.
      • Sutherland A.K.
      • Wilhelm M.
      • Silver R.
      Mast cells migrate fromblood to brain.
      ], resident mast cells of the brain therefore become activated and/or peripheral mast cells become recruited into the brain upon allergic responses, resulting in focal brain inflammation and that this could become an epileptogenic site [
      • Dong H.
      • Zhang X.
      • Qian Y.
      Mast cells and neuroinflammation.
      ,
      • Theoharides T.C.
      Mast cells: the immune gate to the brain.
      ,
      • Caraffa A.
      • Conti C.
      • D Ovidio C.
      • Gallenga C.E.
      • Tettamanti L.
      • Mastrangelo F.
      • et al.
      New concepts in neuroinflammation: mast cells pro-inflammatory and anti-inflammatory cytokine mediators.
      ,
      • Skaper S.D.
      • Facci L.
      • Giusti P.
      Mast cells, glia and neuroinflammation: partners in crime?.
      ].
      The current and previous studies have suggested the relationships between AR, asthma, atopic dermatitis/eczema and food allergies and the risk of epilepsy among children [
      • Silverberg J.I.
      • Joks R.
      • Durkin H.G.
      Allergic disease is associated with epilepsy in childhood: a US population-based study.
      ,
      • Strom M.A.
      • Silverberg J.I.
      Allergic disease is associated with childhood seizures: an analysis of the 1997-2013 National Health Interview Survey.
      ,
      • Barr J.
      • Katz Y.
      • Barzilay B.
      • Lahat E.
      ‘Respiratory epilepsy’ does it exist?.
      ,
      • Frediani T.
      • Lucarelli S.
      • Pelliccia A.
      • Vagnucci B.
      • Cerminara C.
      • Barbato M.
      • et al.
      Allergy and childhood epilepsy: a close relationship?.
      ,
      • Bilan N.
      • Ghaffari S.
      Association of asthma and epilepsy.
      ]. Recently, emerging epidemiological evidence further supports this interaction, with inflammatory diseases, and especially allergies, being more prevalent in subjects with epilepsy [
      • Téllez-Zenteno J.F.
      • Matijevic S.
      • Wiebe S.
      Somatic comorbidity of the epilepsy in the general population in Canada.
      ]. It is believed that the brain may function as an allergic target organ like the nose, eye, airway, gastrointestinal tract, and skin following ingested or inhaled allergens [
      • Frediani T.
      • Lucarelli S.
      • Pelliccia A.
      • Vagnucci B.
      • Cerminara C.
      • Barbato M.
      • et al.
      Allergy and childhood epilepsy: a close relationship?.
      ,
      • Bilan N.
      • Ghaffari S.
      Association of asthma and epilepsy.
      ,
      • Kay A.B.
      Allergy and allergic diseases.
      ,
      • Falsaperla R.
      • Romano C.
      • Pavone P.
      • Vitaliti G.
      • Yuan Q.
      • Motamed-Gorji N.
      • et al.
      The gut-brain axis: a new pathogenic view of neurologic symptoms - description of a paediatric case.
      ], suggested that epilepsy can be triggered by allergen sensitization. On the basis of this hypothesis, a number of studies have demonstrated that an elimination diet or environmental controls could lead to a decrease in both frequency and intensity of epilepsy in children with a history of food and respiratory allergies, suggesting a real relationship between allergy and epilepsy [
      • Frediani T.
      • Lucarelli S.
      • Pelliccia A.
      • Vagnucci B.
      • Cerminara C.
      • Barbato M.
      • et al.
      Allergy and childhood epilepsy: a close relationship?.
      ,
      • Bilan N.
      • Ghaffari S.
      Association of asthma and epilepsy.
      ,
      • Falsaperla R.
      • Romano C.
      • Pavone P.
      • Vitaliti G.
      • Yuan Q.
      • Motamed-Gorji N.
      • et al.
      The gut-brain axis: a new pathogenic view of neurologic symptoms - description of a paediatric case.
      ,
      • Lucarelli S.
      • Spalice A.
      • D’Alfonso Y.
      • Lastrucci G.
      • Sodano S.
      • Topazio L.
      • et al.
      Cow’s milk allergy and rolandic epilepsy: a close relationship?.
      ,
      • Frediani T.
      • Pelliccia A.
      • Aprile A.
      • Ferri E.
      • Lucarelli S.
      Partial idiopathic epilepsy: recovery after allergen-free diet.
      ,
      • Pelliccia A.
      • Lucarelli S.
      • Frediani T.
      • D’Ambrini G.
      • Cerminara C.
      • Barbato M.
      • et al.
      Partial cryptogenetic epilepsy and food allergy/intolerance: a causal or a chance relationship? Reflection on three clinical cases.
      ,
      • Egger J.
      • Carter C.M.
      • Soothill J.F.
      • Wilson J.
      Oligoantigenic diet treatment of children with epilepsy and migraine.
      ,
      • Dees S.C.
      • Lowenback H.
      Allergic epilepsy.
      ]. These findings have presented supporting evidence for the involvement of mast cells in allergen-triggered brain inflammation that increase the likelihood of epileptogenesis, at least in a subgroup of children.
      While this study did not prove that the underlying mechanisms of an association between AR and epilepsy, this observational data suggest that children with AR are at increased subsequent risk of developing epilepsy. It is possible that AR is associated with an increased risk of certain types of epilepsy among the susceptible children. Age appears to influence the risk of developing epilepsy. Epilepsy in younger children differs significantly from those in older children and adults. It has been reported that the most frequent type of epilepsy in one month to three years old is generalized simple motor seizures and hypomotor seizures; in three to six years old is generalized myoclonic and tonic seizures; and in six to ten years old is dialeptic seizures (mostly with a generalized epileptogenic zone) and focal seizure [
      • Fernandez-Baca Vaca G.
      • Mayor C.L.
      • Losarcos N.G.
      • Park J.T.
      • Lüders H.O.
      Epileptic seizure semiology in different age groups.
      ]. In contrast to younger children, focal epilepsy become more frequent in patients aged 10–18 years old, which is similar to that in the adult population [
      • Fernandez-Baca Vaca G.
      • Mayor C.L.
      • Losarcos N.G.
      • Park J.T.
      • Lüders H.O.
      Epileptic seizure semiology in different age groups.
      ]. However, the NHIRD did not provide claims data on related neurological manifestations, electroencephalographic and imaging findings, and thus, we could only identify the study subjects by ICD-9-CM code 345 for epilepsy, and limited the ability to determine a subtype of epilepsy for further analysis. Future prospective studies are needed to explore whether allergic immune response involved in epileptogenesis and to identify a subpopulation of epileptic children who may benefit from early screening and management of AR.
      The current study also confirms the previous reports that allergic disorders in early childhood were associated with the increased prevalence rates of neurodevelopmental disorders and psychological and behavioral problems, including ADHD ASD, DD, and PR [
      • Theoharides T.C.
      • Stewart J.M.
      • Panagiotidou S.
      • Melamed I.
      Mast cells, brain inflammation and autism.
      ,
      • de Theije C.G.
      • Bavelaar B.M.
      • Lopes da Silva S.
      • Korte S.M.
      • Olivier B.
      • Garssen J.
      • et al.
      Food allergy and food-based therapies in neurodevelopmental disorders.
      ,
      • Chang H.Y.
      • Seo J.H.
      • Kim H.Y.
      • Kwon J.W.
      • Kim B.J.
      • Kim H.B.
      • et al.
      Allergic diseases in preschoolers are associated with psychological and behavioural problems.
      ,
      • Buske-Kirschbaum A.
      • Schmitt J.
      • Plessow F.
      • Romanos M.
      • Weidinger S.
      • Roessner V.
      Psychoendocrine and psychoneuroimmunological mechanisms in the comorbidity of atopic eczema and attention deficit/hyperactivity disorder.
      ,
      • Meldrum S.J.
      • D’Vaz N.
      • Dunstan J.A.
      • Mori T.A.
      • Hird K.
      • Simmer K.
      • et al.
      Allergic disease in the first year of life is associated with differences in subsequent neurodevelopment and behaviour.
      ]. It has been suggested that mast cells can promote deleterious outcomes in brain function [
      • Dong H.
      • Zhang X.
      • Qian Y.
      Mast cells and neuroinflammation.
      ,
      • Symons F.J.
      • Wendelschafer-Crabb G.
      • Kennedy W.
      • Heeth W.
      • Bodfish J.W.
      Degranulated mast cells in the skin of adults with self-injurious behavior and neurodevelopmental disorders.
      ,
      • Germundson D.L.
      • Smith N.A.
      • Vendsel L.P.
      • Kelsch A.V.
      • Combs C.K.
      • Nagamoto-Combs
      Oral sensitization to whey proteins induces age- and sex-dependent behavioral abnormality and neuroinflammatory responses in a mouse model of food allergy: a potential role of mast cells.
      ]. Allergen-activated mast cells may serve as mediators by releasing inflammatory factors during allergy episodes that could interfere with maturation of the cortex and the transmitter systems and adversely affect brain function, thus contributing to the development of ASD, ADHD, and other neurodevelopmental disorders [
      • Dong H.
      • Zhang X.
      • Qian Y.
      Mast cells and neuroinflammation.
      ,
      • Buske-Kirschbaum A.
      • Schmitt J.
      • Plessow F.
      • Romanos M.
      • Weidinger S.
      • Roessner V.
      Psychoendocrine and psychoneuroimmunological mechanisms in the comorbidity of atopic eczema and attention deficit/hyperactivity disorder.
      ,
      • Symons F.J.
      • Wendelschafer-Crabb G.
      • Kennedy W.
      • Heeth W.
      • Bodfish J.W.
      Degranulated mast cells in the skin of adults with self-injurious behavior and neurodevelopmental disorders.
      ,
      • Germundson D.L.
      • Smith N.A.
      • Vendsel L.P.
      • Kelsch A.V.
      • Combs C.K.
      • Nagamoto-Combs
      Oral sensitization to whey proteins induces age- and sex-dependent behavioral abnormality and neuroinflammatory responses in a mouse model of food allergy: a potential role of mast cells.
      ,
      • de Theije C.G.
      • Bavelaar B.M.
      • Lopes da Silva S.
      • Korte S.M.
      • Olivier B.
      • Garssen J.
      • et al.
      Food allergy and food-based therapies in neurodevelopmental disorders.
      ,
      • Theoharides T.C.
      • Angelidou A.
      • Alysandratos K.D.
      • Zhang B.
      • Asadi S.
      • Francis K.
      • et al.
      Mast cell activation and autism.
      ,
      • Angelidou A.
      • Alysandratos K.D.
      • Asadi S.
      • Zhang B.
      • Francis K.
      • Vasiadi M.
      • et al.
      Brief report: “allergic symptoms” in children with autism spectrum disorders. More than meets the eye?.
      ]. In this study, in confounding analyses performed by assessing each covariate separately with AR as predictors of epilepsy, it was found that only children with DD and PR, not ADHD or ASD, showed an increased risk of epilepsy. Probably, there was an insufficient case number of ADHD and ASD involved in this study and that this could not provide enough power to reach a statistical significance.
      This study has several strengths. Data were retrieved from the NHIRD, a comprehensive and reliable database that is highly representative of the general population, and a large population-based sample size increased a statistical power to demonstrate associations. This was a population-based cohort study with an observational period of 12 years; therefore the long observational period and the large sample size were enough to yield reliable risk estimates. Several reports have shown that a large study can demonstrate consistent and sometimes novel results, even when the associations are relatively weak [
      • Silverberg J.I.
      • Joks R.
      • Durkin H.G.
      Allergic disease is associated with epilepsy in childhood: a US population-based study.
      ,
      • Strom M.A.
      • Silverberg J.I.
      Allergic disease is associated with childhood seizures: an analysis of the 1997-2013 National Health Interview Survey.
      ,
      • Stene L.C.
      • Magnus P.
      • Lie R.T.
      • Søvik O.
      • Joner G.
      • Norwegian Childhood Diabetes Study Group
      No association between preeclampsia or caesarean section and incidence of type 1 diabetes among children: a large, population-based cohort study.
      ]. The study subjects enrolled in the current study were based on board-certified physicians’ diagnoses, yielding better diagnostic accuracy relative to the bias evoked by questionnaires recall.
      The study also has several limitations. First, although the diagnosis of epilepsy was made by board-certified physicians and therefore the diagnostic accuracy should be high in the present study, the incidence rate of epilepsy may have been underestimated because only patients who sought medical help were enrolled in the study. Second, the NHIRD does not provide detailed information on relevant clinical variables such as neurological manifestations, neurological assessments and disease severity, electroencephalographic and imaging findings, family history of systemic diseases, environmental and genetic factors, and we therefore were unable to determine their influence. Finally, unmeasured unknown factors and residual cofounding might have been associated with the risk of epilepsy and the inability to adjust for these potential confounders might have affected the results. In addition, it is possible that someone in the non-AR cohort was later diagnosed with AR, such as their age at the onset of AR over 18 years old or after the year of 2012. Because the exploration of this issue is beyond the spectrum of this study, we have no data regarding this issue.

      5. Conclusions

      This large study suggests that the children with AR are independently associated with an increased subsequent risk of epilepsy, at least in a subgroup of epilepsy subjects. Epilepsy in a proportion of children with AR confirms the assumption that mast cells activation-derived focal brain inflammation is involved in this disorder. Pediatricians should be aware of the possible coexistence of these disorders in children. Epilepsy may be a comorbidity of severe AR, which may require multidisciplinary management by pediatricians, neurologists and allergists/immunologists alike. Long-term surveillance is needed for those at-risk children.

      Declaration of Competing Interest

      None of the authors have any conflict of interest to disclose.

      Acknowledgements

      This study was supported by the Chung Shan Medical University Hospital, Taichung, Taiwan (CSH-2013-C-011), the Taiwan Ministry of Health and Welfare Clinical Trial Centre (MOHW108-TDU-B-212-133004), China Medical University Hospital, Taichung, Taiwan, Academia Sinica Stroke Biosignature Project (BM10701010021), and the Taiwan Ministry of Science and Technology,Clinical Trial Consortium for Stroke (MOST 107-2321-B-039-004).

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