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Article

Association of Food Allergy, Respiratory Allergy, and Skin Allergy with Attention Deficit/Hyperactivity Disorder among Children

by
Guifeng Xu
1,2,*,
Buyun Liu
3,
Wenhan Yang
4,
Linda G. Snetselaar
5,
Mingwu Chen
1,
Wei Bao
3 and
Lane Strathearn
2,6
1
Department of Pediatrics, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230001, China
2
Center for Disabilities and Development, University of Iowa Stead Family Children’s Hospital, Iowa City, IA 52242, USA
3
Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China
4
Department of Nutrition and Food Hygiene, School of Public Health, Guangdong Pharmaceutical University, Guangzhou 510006, China
5
Department of Epidemiology, University of Iowa, Iowa City, IA 52242, USA
6
Division of Developmental Behavioral Pediatrics, Stead Family Department of Pediatrics, University of Iowa Carver College of Medicine, Iowa City, IA 52242, USA
*
Author to whom correspondence should be addressed.
Nutrients 2022, 14(3), 474; https://doi.org/10.3390/nu14030474
Submission received: 13 November 2021 / Revised: 2 January 2022 / Accepted: 11 January 2022 / Published: 21 January 2022
(This article belongs to the Special Issue Nutrition, Physical Activity Interventions for Children Immunity Development)
Review Reports Versions Notes

Abstract

:
Background: Previous studies have predominately examined associations of respiratory allergy and skin allergy with ADHD, but little is known about the association between food allergy and ADHD. Methods: We included 192,573 children aged 4–17 years from the National Health Interview Survey (NHIS), a leading health survey in a nationally representative sample of the US population. Allergy conditions and ADHD were defined based on an affirmative response in the NHIS questionnaire. We used weighted logistic regression to estimate the odds ratio (OR) of ADHD. Results: Among the 192,573 children, 15,376 reported ADHD diagnosis. The prevalence of ADHD was higher among children with allergic conditions: 12.66% vs. 7.99% among children with and without food allergy; 12.16% vs. 7.63% among children with and without respiratory allergy; and 11.46% vs. 7.83% among children with and without skin allergy. After adjusting for covariates, the OR of ADHD was 1.72 (95% CI, 1.55–1.91) comparing children with and without food allergy, 1.50 (95% CI, 1.41–1.59) comparing children with and without respiratory allergy, and 1.65 (95% CI, 1.55–1.75) comparing children with and without skin allergy. The observed associations remained significant after mutual adjustment for other allergic conditions. Conclusions: In a nationally representative sample of US children, we found a significant association of common allergic conditions (food allergy, respiratory allergy, and skin allergy) with ADHD.

1. Introduction

Attention deficit/hyperactivity disorder (ADHD) is a childhood-onset neurodevelopmental disorder that is characterized by hyperactivity, impulsivity, and/or inattention [1]. Epidemiologic data have shown a steady increase in the prevalence of ADHD [2,3]. In the United States, ADHD affects about 10% of children aged 4–17 years [3,4]. ADHD may be accompanied by emotional and behavioral problems in children, leading to a considerable financial burden on society (between USD 143 billion and USD 266 billion in incremental costs annually in the U.S.) [5]. Although genetic factors appear to play an important role in its etiology [6], a 67% increase in ADHD prevalence among US children over the past two decades (from 6.1% in 1997–1998 to 10.2% in 2015–2016) [3] suggests that environmental factors may also contribute to the etiology of this disorder.
Accumulating evidence supports the hypothesis that ADHD may be an inflammation and immune-associated disease [7] and suggests a potential link between allergy and ADHD [8]. Allergic conditions, including respiratory allergy, skin allergy, and food allergy, are common medical conditions in children [9]. In parallel with the increasing trend of ADHD [3], the prevalence of food and skin allergies increased steadily in annual surveys conducted from 1997 to 2011, despite no significant change in the prevalence of respiratory allergy [10]. Biologically, excessive release of cytokines and keratinocytes under allergic conditions may cause structural and functional changes in specific brain areas and ADHD behavioral patterns, therefore linking allergy to ADHD [11]. Additionally, peripheral immune cells could permeate across the blood–brain barrier [12], which could also affect the functions of neurons. In addition, some food allergens may interfere with intestinal microbiota [13,14] and affect the expression of the neurotransmitter serotonin (5-HT) [15], which plays an important role in ADHD etiology [16].
Previous studies examining the association between allergic conditions and ADHD are predominately focused on respiratory allergy and skin allergy [17,18]. For example, a meta-analysis including 25 studies about asthma and ADHD found a significant association between asthma and ADHD, with an odds ratio of 1.52 [19]. Hospital-diagnosed atopic dermatitis was found to be associated with ADHD in a case-control study in Danish children [20]. Little is known regarding the association between food allergy and ADHD [21]. Moreover, the findings in previous studies are inconsistent. For example, some studies found a significant association of allergic rhinitis, atopic dermatitis, and asthma with ADHD [22], while other studies reported no significant association between ADHD and allergic disorders [23]. The inconsistent findings may be at least partly due to the limited sample size and statistical power in some of the previous studies.
Therefore, in this study, we analyzed large-scale and nationally representative data to examine the associations of food allergy and other allergic conditions with ADHD in US children. We hypothesized that children with food allergy may have a higher risk for ADHD than children without food allergy.

2. Methods

2.1. Study Population

The National Health Interview Survey (NHIS) is a leading health survey conducted annually by the National Center for Health Statistics at the Centers for Disease Control and Prevention. The NHIS, with a nationally representative sampling, collects comprehensive and detailed data on a broad range of health topics from the US population. Since 1957, it has become the principal source of information on the health conditions of the US population [24]. The annual sample size of the NHIS is about 35,000 households containing about 87,500 persons. The study design and methodology of the NHIS were published elsewhere [25,26].

2.2. Ascertainment of Variables

The NHIS conducts in-person household interviews to collect data for all household members, including children. For each interviewed family in the household, one sample child (if any children aged ≤ 17 years are present) is randomly selected by a computer program, and no differential sampling probabilities are applied to the children [26]. Detailed health-related information, including information on physical and mental health, is collected for the sample child. This information is provided by an adult, usually a parent, who is knowledgeable about the child’s health.
Allergic conditions were defined based on an affirmative response to the following separate questions [27]: “During the past 12 months, has [your child] had (1) any kind of food or digestive allergy; (2) any kind of respiratory allergy; (3) eczema or any kind of skin allergy?”. ADHD was defined based on an affirmative response to the question [3]: “Has a doctor or health professional ever told you that [your child] had Attention Deficit Hyperactivity Disorder (ADHD) or Attention Deficit Disorder (ADD)?”.
Demographic data, including age, sex, race/ethnicity, education, family income, and geographic region, were collected using a standardized questionnaire during the interview. Race and Hispanic ethnicity were self-reported and classified based on the 1997 Office of Management and Budget Standards. Family income levels were classified according to the ratio of family income to federal poverty level (<1.0, 1.0–1.9, 2.0–3.9, and ≥4.0).

2.3. Statistical Analysis

We used survey sampling weights, strata, and primary sampling units created by the NCHS and provided along with the NHIS data in all the analyses, unless otherwise specified, so that the results are nationally representative of the US population.
Comparisons of baseline characteristics among children with and without food allergy or other allergic conditions were performed using linear regression for continuous variables and the chi-square test for categorical variables. We estimated the odds ratio (OR) and 95% confidence interval (CI) of ADHD according to the presence of allergic conditions using multivariable logistic regression, adjusting for age, sex, race/ethnicity, family highest education level, family income to poverty ratio, and geographic region. Because children with food allergy are more likely to have asthma and other allergies compared with children without food allergies [28], we further considered a mutual adjustment for other allergic conditions.
To assess whether the association differs by population characteristics, we performed subgroup analyses according to age (4–11 or 12–17 years), sex (male or female), and race/ethnicity (white or non-white). Interactions between these factors and allergic conditions were tested by adding their multiplicative interaction terms in the multivariable models.
All data analyses were conducted using the survey procedures of SAS 9.4 (SAS Institute Inc., Cary, NC, USA). Two-sided p < 0.05 was considered statistically significant.

3. Results

Among the 192,573 children aged 4–17 years old included in this analysis, 8603 had food allergy, 24,218 had respiratory allergy, and 18,703 had skin allergy. Compared with children without food allergy, children with food allergy were more likely to be white, and they had higher family education levels (Table 1). Children with respiratory allergy, compared with those without respiratory allergy, were older, more likely to be male, white, and they had higher family education levels (Table 2). Children with skin allergy were younger, more likely to be black, and they had higher family education levels than children without skin allergy (Table 3).
A diagnostic history of ADHD was reported in 15,376 children. Children with ADHD were older, more likely to be male and white, and they had lower family income levels (Supplementary Table S1). The weighted prevalence of ADHD was higher among children with allergic conditions: 12.66% (95% CI 11.57–13.75) vs. 7.99% (95% CI 7.82–8.15) among children with and without food allergy (p < 0.001); 12.16% (95% CI 11.60–12.72) vs. 7.63% (95% CI 7.46–7.80) among children with and without respiratory allergy (p < 0.001); and 11.46% (95% CI 10.90–12.01) vs. 7.83% (95% CI 7.66–8.01) among children with and without skin allergy (p < 0.001). After adjustment for age, sex, race/ethnicity, family highest education level, family income level, and geographical region, the OR of ADHD was 1.72 (95% CI, 1.55–1.91) for food allergy, 1.50 (95% CI, 1.41–1.59) for respiratory allergy, and 1.65 (95% CI, 1.55–1.75) for skin allergy when comparing children with these conditions and those without. The observed associations were modestly attenuated but remained significant after mutual adjustment for other allergic conditions, with the corresponding ORs of 1.44 (95% CI, 1.29–1.60), 1.37 (95% CI, 1.28–1.45), and 1.49 (95% CI, 1.39–1.59), respectively (Table 4).
We observed a significant association between any kind of allergy and ADHD in all subgroups stratified by age, sex, and race/ethnicity (Table 5). There was a significant interaction between race/ethnicity and each allergic condition, with a stronger association in non-white children than white children. In addition, there was a significant interaction between sex and food or respiratory allergy, with a stronger association in female than in male. Sensitivity analyses by restricting to children whose information was reported by their parents rather than other household members (n = 166,255) yielded similar results (Supplementary Table S2).

4. Discussion

In a nationally representative sample of US children, we found a significant and positive association of food allergy, respiratory allergy, and skin allergy with ADHD. This association persisted after adjustment for demographic and socioeconomic variables, as well as each of the other types of allergic conditions. In addition, the association between each allergic condition and ADHD was significant in all subgroup analyses by age, sex, and race/ethnicity.
Our results have extended findings from earlier studies regarding allergic conditions, particularly food allergy and ADHD. Among the common allergic conditions (i.e., food allergy, skin allergy, and respiratory allergy), the association of respiratory allergy (e.g., asthma [22,29,30] and allergic rhinitis [31]) with ADHD has been most extensively examined in previous studies. A recent systematic review and meta-analysis showed a significant association between asthma and ADHD; the pooled adjusted OR was 1.53 (95% CI, 1.41–1.65) [22]. In a large population-based study with individuals in multiple national registers in Sweden, asthma was also significantly associated with ADHD (adjusted OR 1.45; 95% CI, 1.41–1.48) [22]. For skin allergy, a significant association was also reported in some, although not all, previous studies regarding the association of atopic dermatitis [24,32] and eczema [33] with ADHD. Previous studies concerning the association of food allergy with ADHD were sparse. A recent study among school-age children of 5–12 years old reported a significant association of early food allergy with ADHD [34]. In another study among children aged between 3 and 6 years, food allergy was also related to ADHD, but the association did not reach statistical significance [35].
In this study, all three common allergic conditions were significantly associated with ADHD, indicating that there might be shared mechanisms linking these allergic conditions to ADHD. Although the underlying mechanisms remain unclear, several direct and indirect pathways may be implicated in the link between allergic conditions and ADHD [36]. First, excessive release of cytokines and keratinocytes under allergic conditions may access the brain and affect neuronal activity of the anterior cingulate cortex (ACC) and prefrontal cortex (PFC) [37,38]. The structural and functional changes in PFC and ACC have been linked with deficits in attentional control, decision making, memory, and motor output, which are also considered main symptoms of ADHD [39]. Second, allergic disorders pose a unique stressor for affected children. Chronic stress to children may result from parental anxiety and overprotection to allergic disorders, as well as stigmatization and bullying. Chronic stress can cause stress sensitization, which may involve dysregulation of the hypothalamic–pituitary–adrenal (HPA) axis [40]. Abnormal cortisol reactivity due to HPA axis dysregulation can affect children’s executive functioning and attention [41]. Additionally, repeated stress has been shown to be associated with hippocampal, amygdala, and medial prefrontal cortex atrophy and dysfunction [42]. Differences in hippocampal and amygdala morphology have also been noted in ADHD patients [43]. Third, alterations in the gut–brain–behavior axis may be another link between food allergy and ADHD. Food-induced microbiome changes and allergic immune activation are thought to affect brain function through neuroimmune interactions, which can affect the enteric nervous system and central nervous system and eventually lead to neurodevelopmental abnormalities [44]. Fourth, inflammatory cytokines produced in allergic conditions could lead to altered metabolism of norepinephrine and dopamine, which was considered a critical neurological change in ADHD pathology [36,45]. Lastly, it is also possible that there is a shared cause leading to both allergic conditions and ADHD or a bidirectional association between allergic conditions and ADHD.
Special diets, especially elimination diets that are used to diagnose and treat food allergy, have been proposed as a therapeutic dietary approach for neurodevelopmental disorders including ADHD and autism spectrum disorder [46,47]. Several previous studies have examined the effects of elimination diets such as food additives exclusion diets and the oligoantigenic diets in ADHD [47]. The food additives exclusion diets attempt to exclude artificial food coloring, artificial flavors, artificial fragrances, preservatives, and artificial sweeteners, whereas the oligoantigenic diet attempts to exclude antigenic foods, such as cow’s milk, cheese, egg, chocolate, and nuts [47]. The effectiveness of food additives exclusion diets and the oligoantigenic diets in ADHD remains inconclusive. For gluten-free and/or casein-free diets, although such diets have been mainly investigated in autism spectrum disorder [48], little evidence is available to support or dispute their use in ADHD [47]. A number of previous studies have examined the association of Celiac disease, an autoimmune disease in which the intestine is hypersensitive to gluten, with ADHD, but their findings have been inconsistent [49,50,51].
A major strength of this study is the use of data from a nationally representative, multi-racial/ethnic population with a large sample size, which allows generalizing the findings to a broader population. In addition, the NHIS has a relatively high response rate, which further reduces the concern of selection bias. Several limitations of this study merit further consideration. First, there is no information about when allergies first happened and when ADHD diagnosis was first made; therefore, we could not establish a temporal relationship and causal inference from the current study. Future investigation in a large longitudinal cohort is warranted to confirm our findings. Second, the NHIS does not have laboratory data on specific IgE antibodies for the allergic conditions, and therefore, we were unable to attribute the observed associations to specific allergens. Third, as in previous research, possible differences in the association have not been explored across different types of ADHD (i.e., inattentive, hyperactive, combined), because information about ADHD subtypes is not available. This could be considered in future studies.

5. Conclusions

The current study found a significant and positive association between common allergic conditions, including food allergy, respiratory allergy, and skin allergy, and ADHD in children. Although the detailed mechanisms linking food allergy and other allergic conditions to ADHD remain to be understood, physicians should be aware of the increased risk of ADHD as a comorbidity of children with allergic conditions.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/nu14030474/s1, Table S1. Characteristics of the participants by ADHD status, Table S2. Association of allergic conditions with ADHD, a sensitivity analysis by restricting to children (n = 166,255) whose information was reported by their parents rather than other household members.

Author Contributions

Conceptualization, G.X.; Methodology, G.X.; Software, G.X.; Validation, G.X., B.L., W.Y. and W.B.; Formal Analysis, G.X.; Writing—Original Draft Preparation, G.X.; Writing—Review and Editing, G.X., B.L., W.B., M.C., L.S. and L.G.S. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

The NHIS was approved by the Research Ethics Review Board of the NCHS and the US Office of Management and Budget.

Informed Consent Statement

All respondents provided oral informed consent prior to participation in the NHIS.

Data Availability Statement

The NHIS data can be accessed from the following website (https://www.cdc.gov/nchs/nhis/data-questionnaires-documentation.htm, accessed on 13 November 2021).

Acknowledgments

The authors thank the participants and staff of the National Health Interview Survey for their valuable contributions.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Thapar, A.; Cooper, M. Attention deficit hyperactivity disorder. Lancet 2016, 387, 1240–1250. [Google Scholar] [CrossRef]
  2. Boyle, C.A.; Boulet, S.; Schieve, L.A.; Cohen, R.A.; Blumberg, S.J.; Yeargin-Allsopp, M.; Visser, S.; Kogan, M.D. Trends in the prevalence of developmental disabilities in US children, 1997–2008. Pediatrics 2011, 127, 1034–1042. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  3. Xu, G.; Strathearn, L.; Liu, B.; Yang, B.; Bao, W. Twenty-Year Trends in Diagnosed Attention-Deficit/Hyperactivity Disorder Among US Children and Adolescents, 1997–2016. JAMA Netw. Open 2018, 1, e181471. [Google Scholar] [CrossRef] [PubMed]
  4. Danielson, M.L.; Bitsko, R.H.; Ghandour, R.M.; Holbrook, J.R.; Kogan, M.D.; Blumberg, S.J. Prevalence of Parent-Reported ADHD Diagnosis and Associated Treatment Among U.S. Children and Adolescents, 2016. J. Clin. Child Adolesc. Psychol. 2018, 47, 199–212. [Google Scholar] [CrossRef]
  5. Doshi, J.A.; Hodgkins, P.; Kahle, J.; Sikirica, V.; Cangelosi, M.J.; Setyawan, J.; Erder, M.H.; Neumann, P.J. Economic impact of childhood and adult attention-deficit/hyperactivity disorder in the United States. J. Am. Acad. Child Adolesc. Psychiatry 2012, 51, 990–1002.e2. [Google Scholar] [CrossRef] [PubMed]
  6. Matthews, M.; Nigg, J.T.; Fair, D.A. Attention deficit hyperactivity disorder. Curr. Top. Behav. Neurosci. 2014, 16, 235–266. [Google Scholar]
  7. Instanes, J.T.; Halmøy, A.; Engeland, A.; Haavik, J.; Furu, K.; Klungsøyr, K. Attention-Deficit/Hyperactivity Disorder in Offspring of Mothers With Inflammatory and Immune System Diseases. Biol. Psychiatry 2017, 81, 452–459. [Google Scholar] [CrossRef] [Green Version]
  8. Zhou, R.Y.; Wang, J.J.; Sun, J.C.; You, Y.; Ying, J.N.; Han, X.M. Attention deficit hyperactivity disorder may be a highly inflammation and immune-associated disease (Review). Mol. Med. Rep. 2017, 16, 5071–5077. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  9. Pelsser, M.L.; Buitelaar, J.K.; Savelkoul, H.F. ADHD as a (non) allergic hypersensitivity disorder: A hypothesis. Pediatr. Allergy Immunol. 2009, 20, 107–112. [Google Scholar] [CrossRef] [PubMed]
  10. Jackson, K.D.; Howie, L.D.; Akinbami, L.J. Trends in Allergic Conditions among Children: United States, 1997–2011; NCHS Data Brief No. 121; US Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Health Statistics: Hyattsville, MD, USA, 2013; pp. 1–8.
  11. Chua, R.X.Y.; Tay, M.J.Y.; Ooi, D.S.Q.; Siah, K.T.H.; Tham, E.H.; Shek, L.P.-C.; Meaney, M.J.; Broekman, B.F.P.; Loo, E.X.L. Understanding the Link Between Allergy and Neurodevelopmental Disorders: A Current Review of Factors and Mechanisms. Front. Neurol. 2020, 11, 603571. [Google Scholar] [CrossRef] [PubMed]
  12. Bennett, F.C.; Molofsky, A.V. The immune system and psychiatric disease: A basic science perspective. Clin. Exp. Immunol. 2019, 197, 294–307. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  13. Shu, S.A.; Yuen, A.W.T.; Woo, E.; Chu, K.-H.; Kwan, H.-S.; Yang, G.-X.; Yang, Y.; Leung, P.S.C. Microbiota and Food Allergy. Clin. Rev. Allergy Immunol. 2019, 57, 83–97. [Google Scholar] [CrossRef]
  14. Chen, B.; Sun, L.; Zhang, X. Integration of microbiome and epigenome to decipher the pathogenesis of autoimmune diseases. J. Autoimmun. 2017, 83, 31–42. [Google Scholar] [CrossRef] [PubMed]
  15. Agus, A.; Planchais, J.; Sokol, H. Gut Microbiota Regulation of Tryptophan Metabolism in Health and Disease. Cell. Host Microbe 2018, 23, 716–724. [Google Scholar] [CrossRef] [Green Version]
  16. Oades, R.D. Role of the serotonin system in ADHD: Treatment implications. Expert Rev. Neurother. 2007, 7, 1357–1374. [Google Scholar] [CrossRef]
  17. Miyazaki, C.; Koyama, M.; Ota, E.; Swa, T.; Mlunde, L.B.; Amiya, R.M.; Tachibana, Y.; Yamamoto-Hanada, K.; Mori, R. Allergic diseases in children with attention deficit hyperactivity disorder: A systematic review and meta-analysis. BMC Psychiatry 2017, 17, 120. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  18. Van der Schans, J.; Cicek, R.; de Vries, T.W.; Hak, E.; Hoekstra, P.J. Association of atopic diseases and attention-deficit/hyperactivity disorder: A systematic review and meta-analyses. Neurosci. Biobehav. Rev. 2017, 74, 139–148. [Google Scholar] [CrossRef]
  19. Kaas, T.H.; Vinding, R.K.; Stokholm, J.; Bønnelykke, K.; Bisgaard, H.; Chawes, B.L. Association between childhood asthma and attention deficit hyperactivity or autism spectrum disorders: A systematic review with meta-analysis. Clin. Exp. Allergy 2021, 51, 228–252. [Google Scholar] [CrossRef]
  20. Vittrup, I.; Andersen, Y.M.F.; Droitcourt, C.; Skov, L.; Egeberg, A.; Fenton, M.C.; Mina-Osorio, P.; Boklage, S.; Thyssen, J.P. Association between hospital-diagnosed atopic dermatitis and psychiatric disorders and medication use in childhood. Br. J. Dermatol. 2021, 185, 91–100. [Google Scholar] [CrossRef]
  21. de Theije, C.G.; Bavelaar, B.M.; Lopes da Silva, S.; Korte, S.M.; Olivier, B.; Garssen, J.; Kraneveld, A.D. Food allergy and food-based therapies in neurodevelopmental disorders. Pediatr. Allergy Immunol. 2014, 25, 218–226. [Google Scholar] [CrossRef] [PubMed]
  22. Cortese, S.; Sun, S.; Zhang, J.; Sharma, E.; Chang, Z.; Kuja-Halkola, R.; Almqvist, C.; Larsson, H.; Faraone, S.V. Association between attention deficit hyperactivity disorder and asthma: A systematic review and meta-analysis and a Swedish population-based study. Lancet Psychiatry 2018, 5, 717–726. [Google Scholar] [CrossRef]
  23. Gaitens, T.; Kaplan, B.J.; Freigang, B. Absence of an association between IgE-mediated atopic responsiveness and ADHD symptomatology. J. Child. Psychol. Psychiatry 1998, 39, 427–431. [Google Scholar] [CrossRef]
  24. Riis, J.L.; Vestergaard, C.; Deleuran, M.S.; Olsen, M. Childhood atopic dermatitis and risk of attention deficit/hyperactivity disorder: A cohort study. J. Allergy Clin. Immunol. 2016, 138, 608–610. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  25. National Center for Health Statistics. Design and estimation for the National Health Interview Survey, 1995–2004. Vital Health Stat 2 2000, 130, 1–31. [Google Scholar]
  26. Parsons, V.L.; Moriarity, C.; Jonas, K.; Moore, T.F.; E Davis, K.; Tompkins, L. Design and estimation for the national health interview survey, 2006–2015. Vital Health Stat 2 2014, 165, 1–53. [Google Scholar]
  27. Adams, F.P.; Kirzinger, W.K.; Martinez, M. Summary health statistics for the U.S. population: National Health Interview Survey, 2012. Vital Health Stat 10 2013, 259, 1–95. [Google Scholar]
  28. Branum, A.M.; Lukacs, S.L. Food Allergy among U.S. Children: Trends in Prevalence and Hospitalizations; NCHS Data Brief No. 10; US Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Health Statistics: Hyattsville, MD, USA, 2008; pp. 1–8.
  29. Tsai, C.-J.; Chou, P.-H.; Cheng, C.; Lin, C.-H.; Lan, T.-H.; Lin, C.-C. Asthma in patients with attention-deficit/hyperactivity disorder: A nationwide population-based study. Ann. Clin. Psychiatry 2014, 26, 254–260. [Google Scholar] [PubMed]
  30. Chou, P.-H.; Lin, C.-C.; Lin, C.-H.; Loh, E.-W.; Chan, C.-H.; Lan, T.-H. Prevalence of allergic rhinitis in patients with attention-deficit/hyperactivity disorder: A population-based study. Eur. Child Adolesc. Psychiatry 2013, 22, 301–307. [Google Scholar] [CrossRef]
  31. Brawley, A.; Silverman, B.; Kearney, S.; Guanzon, D.; Owens, M.; Bennett, H.; Schneider, A. Allergic rhinitis in children with attention-deficit/hyperactivity disorder. Ann. Allergy Asthma Immunol. 2004, 92, 663–667. [Google Scholar] [CrossRef]
  32. Strom, M.A.; Fishbein, A.; Paller, A.; Silverberg, J. Association between atopic dermatitis and attention deficit hyperactivity disorder in U.S. children and adults. Br. J. Dermatol. 2016, 175, 920–929. [Google Scholar] [CrossRef] [Green Version]
  33. Schmitt, J.; Romanos, M.; Schmitt, N.M.; Meurer, M.; Kirch, W. Atopic eczema and attention-deficit/hyperactivity disorder in a population-based sample of children and adolescents. JAMA 2009, 301, 724–726. [Google Scholar] [CrossRef] [Green Version]
  34. Jiang, X.; Shen, C.; Dai, Y.; Jiang, F.; Li, S.; Shen, X.; Hu, Y.; Li, F. Early food allergy and respiratory allergy symptoms and attention-deficit/hyperactivity disorder in Chinese children: A cross-sectional study. Pediatr. Allergy Immunol. 2018, 29, 402–409. [Google Scholar] [CrossRef] [PubMed]
  35. Yang, C.F.; Yang, C.C.; Wang, I.J. Association between allergic diseases, allergic sensitization and attention-deficit/hyperactivity disorder in children: A large-scale, population-based study. J. Chin. Med. Assoc. 2018, 81, 277–283. [Google Scholar] [CrossRef]
  36. 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. Psychoneuroendocrinology 2013, 38, 12–23. [Google Scholar] [CrossRef] [PubMed]
  37. Rosenkranz, M.A.; Busse, W.W.; Johnstone, T.; Swenson, C.A.; Crisafi, G.M.; Jackson, M.M.; Bosch, J.A.; Sheridan, J.; Davidson, R. Neural circuitry underlying the interaction between emotion and asthma symptom exacerbation. Proc. Natl. Acad. Sci. USA 2005, 102, 13319–13324. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  38. Verne, G.N.; Himes, N.C.; Robinson, M.E.; Gopinath, K.S.; Briggs, R.W.; Crosson, B.; Price, D.D. Central representation of visceral and cutaneous hypersensitivity in the irritable bowel syndrome. Pain 2003, 103, 99–110. [Google Scholar] [CrossRef]
  39. Shaw, P.; Lerch, J.; Greenstein, D.; Sharp, W.; Clasen, L.; Evans, A.; Giedd, J.; Castellanos, F.; Rapoport, J. Longitudinal mapping of cortical thickness and clinical outcome in children and adolescents with attention-deficit/hyperactivity disorder. Arch. Gen. Psychiatry 2006, 63, 540–549. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  40. McEwen, B.S. Neurobiological and Systemic Effects of Chronic Stress. Chronic Stress 2017, 1. [Google Scholar] [CrossRef] [Green Version]
  41. Van West, D.; Claes, S.; Deboutte, D. Differences in hypothalamic-pituitary-adrenal axis functioning among children with ADHD predominantly inattentive and combined types. Eur. Child Adolesc. Psychiatry 2009, 18, 543–553. [Google Scholar] [CrossRef] [Green Version]
  42. McEwen, B.S.; Nasca, C.; Gray, J.D. Stress Effects on Neuronal Structure: Hippocampus, Amygdala, and Prefrontal Cortex. Neuropsychopharmacology 2016, 41, 3–23. [Google Scholar] [CrossRef] [Green Version]
  43. Perlov, E.; Philipsen, A.; Van Elst, L.T.; Ebert, D.; Henning, J.; Maier, S.; Bubl, E.; Hesslinger, B. Hippocampus and amygdala morphology in adults with attention-deficit hyperactivity disorder. J. Psychiatry Neurosci. 2008, 33, 509–515. [Google Scholar]
  44. Schieve, L.A.; Gonzalez, V.; Boulet, S.; Visser, S.N.; Rice, C.E.; Braun, K.V.N.; Boyle, C.A. Concurrent medical conditions and health care use and needs among children with learning and behavioral developmental disabilities, National Health Interview Survey, 2006-2010. Res. Dev. Disabil. 2012, 33, 467–476. [Google Scholar] [CrossRef]
  45. Zhang, Z.; Kurashima, Y. Two Sides of the Coin: Mast Cells as a Key Regulator of Allergy and Acute/Chronic Inflammation. Cells 2021, 10, 1615. [Google Scholar] [CrossRef] [PubMed]
  46. Cruchet, S.; Lucero, Y.; Cornejo, V. Truths, Myths and Needs of Special Diets: Attention-Deficit/Hyperactivity Disorder, Autism, Non-Celiac Gluten Sensitivity, and Vegetarianism. Ann. Nutr. Metab. 2016, 68 (Suppl. 1), 43–50. [Google Scholar] [CrossRef] [PubMed]
  47. Ly, V.; Bottelier, M.; Hoekstra, P.J.; Vasquez, A.A.; Buitelaar, J.K.; Rommelse, N.N. Elimination diets’ efficacy and mechanisms in attention deficit hyperactivity disorder and autism spectrum disorder. Eur. Child. Adolesc. Psychiatry 2017, 26, 1067–1079. [Google Scholar] [CrossRef] [Green Version]
  48. Croall, I.D.; Hoggard, N.; Hadjivassiliou, M. Gluten and Autism Spectrum Disorder. Nutrients 2021, 13, 572. [Google Scholar] [CrossRef] [PubMed]
  49. Slim, M.; Rico-Villademoros, F.; Calandre, E.P. Psychiatric Comorbidity in Children and Adults with Gluten-Related Disorders: A Narrative Review. Nutrients 2018, 10, 875. [Google Scholar] [CrossRef] [Green Version]
  50. Erturk, E.; Wouters, S.; Imeraj, L.; Lampo, A. Association of ADHD and Celiac Disease: What Is the Evidence? A Systematic Review of the Literature. J. Atten. Disord. 2020, 24, 1371–1376. [Google Scholar] [CrossRef] [PubMed]
  51. Kumperscak, H.G.; Rebec, Z.K.; Sobocan, S.; Fras, V.T.; Dolinsek, J. Prevalence of Celiac Disease Is Not Increased in ADHD Sample. J. Atten. Disord. 2020, 24, 1085–1089. [Google Scholar] [CrossRef]
Table
Table 1. Characteristics of the participants (n = 192,573), according to food allergy status.
Table 1. Characteristics of the participants (n = 192,573), according to food allergy status.
VariablesChildren without Food AllergyChildren with Food Allergyp-Value
No. of participants183,9708603
Age, year10.51 (0.01)10.49 (0.06)0.69
Sex 0.59
Male94,808 (51.07%)4345 (50.68%)
Female89,162 (48.93%)4258 (49.32%)
Race/ethnicity <0.001
Hispanic50,932 (20.17%)1848 (16.23%)
Non-Hispanic White90,202 (58.05%)4473 (59.46%)
Non-Hispanic Black28,138 (14.27%)1345 (14.56%)
Other14,698 (7.51%)937 (9.75%)
Family highest education level <0.001
Less than high school39,929 (19.06%)1263 (12.79%)
High school24,481 (13.22%)945 (10.67%)
College or higher118,537 (67.22%)6381 (76.41%)
Missing1023 (0.51%)14 (0.14%)
Family income to poverty ratio <0.001
<1.026,506 (14.47%)1247 (14.46%)
1.0–1.933,834 (18.16%)1541 (18.31%)
2.0–3.946,761 (25.85%)2199 (25.38%)
≧4.040,539 (22.29%)2287 (26.42%)
Missing36,330 (19.24%)1329 (15.43%)
Geographic region <0.001
Northeast30,638 (17.33%)1713 (20.23%)
Midwest37,860 (23.66%)1640 (21.74%)
South66,934 (36.28%)2963 (34.59%)
West48,538 (22.74%)2287 (23.44%)
Data are presented as weighted means and standard errors in parentheses for continuous variables, and frequencies and weighted percentages in parentheses for categorical variables.
Table
Table 2. Characteristics of the participants (n = 192,573), according to respiratory allergy.
Table 2. Characteristics of the participants (n = 192,573), according to respiratory allergy.
VariablesChildren without Respiratory AllergyChildren with Respiratory Allergyp-Value
No. of participants168,35524,218
Age, year10.48 (0.01)10.74 (0.03)<0.001
Sex <0.001
Male85,734 (50.38%)13,419 (55.84%)
Female82,621 (49.62%)10,799 (44.16%)
Race/ethnicity <0.001
Hispanic47,919 (20.79%)4861 (14.37%)
Non-Hispanic White80,833 (57.08%)13,842 (65.43%)
Non-Hispanic Black25,860 (14.46%)3623 (13.04%)
Other13,743 (7.67%)1892 (7.16%)
Family highest education level <0.001
Less than high school37,315 (19.49%)3877 (13.76%)
High school22,761 (13.44%)2665 (10.71%)
College or higher107,297 (66.54%)17,621 (75.33%)
Missing982 (0.53%)55 (0.19%)
Family income to poverty ratio <0.001
<1.024,536 (14.59%)3217 (13.61%)
1.0–1.931,291 (18.36%)4084 (16.79%)
2.0–3.942,353 (25.60%)6607 (27.41%)
≧4.036,330 (21.84%)6496 (26.97%)
Missing33,845 (19.61%)3814 (15.22%)
Geographic region 0.003
Northeast28,535 (17.61%)3816 (16.42%)
Midwest34,644 (23.70%)4856 (22.67%)
South59,426 (35.27%)10,471 (42.82%)
West45,750 (23.43%)5075 (18.09%)
Data are presented as weighted means and standard errors in parentheses for continuous variables, and frequencies and weighted percentages in parentheses for categorical variables.
Table
Table 3. Characteristics of the participants (n = 192,573) by skin allergy status.
Table 3. Characteristics of the participants (n = 192,573) by skin allergy status.
VariablesChildren without Skin AllergyChildren with Skin Allergyp-Value
No. of participants173,87018,703
Age, year10.56 (0.01)10.06 (0.04)<0.001
Sex <0.001
Male90,125 (51.33%)9028 (48.61%)
Female83,745 (48.67%)9675 (51.39%)
Race/ethnicity <0.001
Hispanic48,756 (20.39%)4024 (16.40%)
Non-Hispanic White85,609 (58.35%)9066 (55.99%)
Non-Hispanic Black25,685 (13.79%)3798 (18.75%)
Other13,820 (7.47%)1815 (8.86%)
Family highest education level <0.001
Less than high school38,311 (19.38%)2881 (13.37%)
High school23,077 (13.18%)2349 (12.38%)
College or higher111,476 (66.91%)13,442 (74.08%)
Missing1006 (0.53%)31 (0.16%)
Family income to poverty ratio <0.001
<1.024,859 (14.31%)2894 (15.84%)
1.0–1.931,845 (18.12%)3530 (18.55%)
2.0–3.943,969 (25.70%)4991 (27.00%)
≧4.038,244 (22.26%)4582 (24.40%)
Missing34,953 (19.61%)2706 (14.20%)
Geographic region 0.48
Northeast29,128 (17.52%)3223 (16.97%)
Midwest35,580 (23.54%)3920 (23.88%)
South63,190 (36.22%)6707 (36.00%)
West45,972 (22.72%)4853 (23.15%)
Data are presented as weighted means and standard errors in parentheses for continuous variables, and frequencies and weighted percentages in parentheses for categorical variables.
Table
Table 4. Association of allergic conditions with ADHD (n = 192,573).
Table 4. Association of allergic conditions with ADHD (n = 192,573).
Children without Specific Allergic ConditionsChildren with Specific Allergic Conditions p-Value
Food allergy
No. of ADHD cases/total participants14,338/183,9701038/8603
Model 1 a1.00 (reference)1.72 (1.55–1.91)<0.001
Model 2 b1.00 (reference)1.72 (1.55–1.91)<0.001
Model 3 c1.00 (reference)1.44 (1.29–1.60)<0.001
Respiratory allergy
No. of ADHD cases/total participants12,538/168,3552838/24,218
Model 1 a1.00 (reference)1.59 (1.50–1.69)<0.001
Model 2 b1.00 (reference)1.50 (1.41–1.59)<0.001
Model 3 c1.00 (reference)1.37 (1.28–1.45)<0.001
Skin allergy
No. of ADHD cases/total participants13,277/173,8702099/18,703
Model 1 a1.00 (reference)1.67 (1.57–1.78)<0.001
Model 2 b1.00 (reference)1.65 (1.55–1.75)<0.001
Model 3 c1.00 (reference)1.49 (1.39–1.59)<0.001
ADHD, attention deficit/hyperactivity disorder. a Model 1: adjusted for age and sex. b Model 2: model 1 plus race/ethnicity, family highest education level, family income to poverty ratio, and geographic region. c Model 3: model 2 plus mutual adjustment for other allergic conditions as mentioned.
Table
Table 5. Stratified analyses by age, sex, and race/ethnicity for the association of allergic conditions with ADHD.
Table 5. Stratified analyses by age, sex, and race/ethnicity for the association of allergic conditions with ADHD.
Food AllergyRespiratory AllergySkin Allergy
VariablesNo. with ADHD/Total ParticipantsOR (95% CI) *p-Valuep for InteractionOR (95% CI) *p-Valuep for InteractionOR (95% CI) *p-Valuep for Interaction
Age
2–11 years6695/104,4821.48 (1.28–81.71)<0.0010.941.38 (1.26–1.52)<0.0010.811.52 (1.38–1.67)<0.0010.96
12–17 years8681/8,80911.44 (1.23–1.68)<0.0011.32 (1.22–1.44)<0.0011.45 (1.32–1.59)<0.001
Sex
Male11,011/99,1531.34 (1.17–1.53)<0.0010.021.30 (1.21–1.40)<0.0010.0061.51 (1.39–1.64)<0.0010.86
Female4365/93,4201.64 (1.38–1.94)<0.0011.52 (1.36–1.70)<0.0011.44 (1.29–1.62)<0.001
Race/ethnicity
White9425/94,6751.39 (1.21 (1.60)<0.0010.021.28 (1.19–1.37)<0.001<0.0011.34 (1.23–1.47)<0.001<0.001
Non-white5951/97,8981.50 (1.28–1.76)<0.0011.58 (1.43–1.75)<0.0011.71 (1.54–1.90)<0.001
Abbreviations: CI, confidence intervals; OR, odds ratio. * Multivariable model adjusted for age, sex, race/ethnicity, family highest education level, family income to poverty ratio, geographic region, and mutual adjustment for other allergic conditions as mentioned, except the stratifying factor.
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Xu, G.; Liu, B.; Yang, W.; Snetselaar, L.G.; Chen, M.; Bao, W.; Strathearn, L. Association of Food Allergy, Respiratory Allergy, and Skin Allergy with Attention Deficit/Hyperactivity Disorder among Children. Nutrients 2022, 14, 474. https://doi.org/10.3390/nu14030474

AMA Style

Xu G, Liu B, Yang W, Snetselaar LG, Chen M, Bao W, Strathearn L. Association of Food Allergy, Respiratory Allergy, and Skin Allergy with Attention Deficit/Hyperactivity Disorder among Children. Nutrients. 2022; 14(3):474. https://doi.org/10.3390/nu14030474

Chicago/Turabian Style

Xu, Guifeng, Buyun Liu, Wenhan Yang, Linda G. Snetselaar, Mingwu Chen, Wei Bao, and Lane Strathearn. 2022. "Association of Food Allergy, Respiratory Allergy, and Skin Allergy with Attention Deficit/Hyperactivity Disorder among Children" Nutrients 14, no. 3: 474. https://doi.org/10.3390/nu14030474

APA Style

Xu, G., Liu, B., Yang, W., Snetselaar, L. G., Chen, M., Bao, W., & Strathearn, L. (2022). Association of Food Allergy, Respiratory Allergy, and Skin Allergy with Attention Deficit/Hyperactivity Disorder among Children. Nutrients, 14(3), 474. https://doi.org/10.3390/nu14030474

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