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Matthews Z, Pigden-Bennett D, Tavassoli T, Snuggs S. Comparing eating and mealtime experiences in families of children with autism, attention deficit hyperactivity disorder and dual diagnosis. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2025; 29:518-535. [PMID: 39264029 DOI: 10.1177/13623613241277605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/13/2024]
Abstract
LAY ABSTRACT Children with neurodevelopmental conditions like autism and attention deficit hyperactivity disorder may experience eating difficulties and related health issues later in life. Sharing family meals can help prevent these issues developing, but most studies have looked at families with neurotypical children. Our goal was to learn more about how families of children with autism, attention deficit hyperactivity disorder and both conditions (autism + attention deficit hyperactivity disorder) experience mealtimes. We developed an online survey asking caregivers about their child's eating, mealtime experience and if they experienced stress. We tested it with nine caregivers and made improvements based on their feedback before recruiting 351 caregivers to complete the main survey. We found that families of children with neurodevelopmental conditions experienced greater food fussiness, emotional undereating, 'problematic' child mealtime behaviours, dietary concerns, higher stress for caregivers and spouses and less frequent conventionally structured mealtimes compared to those without these conditions. Families of children with attention deficit hyperactivity disorder and autism + attention deficit hyperactivity disorder reported greater appetite, 'problematic' mealtime behaviours and increased stress for caregivers and spouses compared to families of children with autism. Meanwhile, families of children with autism and autism + attention deficit hyperactivity disorder reported less enjoyment of food and less structured mealtimes compared to those with attention deficit hyperactivity disorder. Our findings highlight that families of children with neurodevelopmental conditions, particularly those with autism + attention deficit hyperactivity disorder, have different mealtime experiences and eating behaviours compared to those with neurotypical children. These families may benefit from support at mealtimes. Learning why people do or do not participate in shared family meals will be crucial to developing improved mealtime support in the future.
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Li Y, Xian H, Arnold LD, Jen Chang J. Associations Between Childhood ADHD and Lifestyle Risk Factors for Chronic Diseases From Adolescence to Early Adulthood. J Atten Disord 2025; 29:256-268. [PMID: 39722482 DOI: 10.1177/10870547241306570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2024]
Abstract
OBJECTIVE To examine the association between childhood ADHD and lifestyle risk factors (physical inactivity and high fast-food consumption) from adolescence to early adulthood. METHODS This retrospective cohort study used secondary data from Wave I to III of the National Longitudinal Study of Adolescent Health (Add Health) in a national representative sample of adolescents (n = 6,814). Multivariable Poisson regression and Generalized Estimating Equation were used to estimate adjusted relative risks (aRRs) and corresponding 95% confidence intervals (95% CIs), controlling for confounders. RESULTS Childhood ADHD was associated with an increased risk of high fast-food consumption (aRR = 1.49, 95% CI [1.23, 1.80]) in early adulthood, but not in adolescence (aRR = 1.11, 95% CI [0.90, 1.37]), after adjusting for confounders. The associations between childhood ADHD and physical inactivity were not statistically significant from adolescence to early adulthood. CONCLUSION Findings of this study extend the current understanding of the impact of childhood ADHD on greater risk of fast-food consumption, which underscores the importance to develop interventions for promoting healthy diet in children with ADHD.
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Huberts-Bosch A, Bierens M, Ly V, van der Velde J, de Boer H, van Beek G, Appelman D, Visser S, Bos LHP, Reijmers L, van der Meer J, Kamphuis N, Draaisma JMT, Donders R, van de Loo-Neus GHH, Hoekstra PJ, Bottelier M, Arias-Vasquez A, Klip H, Buitelaar JK, van den Berg SW, Rommelse NN. Short-term effects of an elimination diet and healthy diet in children with attention-deficit/hyperactivity disorder: a randomized-controlled trial. Eur Child Adolesc Psychiatry 2024; 33:1503-1516. [PMID: 37430148 PMCID: PMC11098970 DOI: 10.1007/s00787-023-02256-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Accepted: 06/26/2023] [Indexed: 07/12/2023]
Abstract
An Elimination Diet (ED) may be effective in reducing symptoms of Attention-Deficit/Hyperactivity Disorder (ADHD), but has never been compared to an active control condition [i.e., Healthy Diet (HD)]. In a two-armed RCT, a total of N = 165 children (5-12 years) with ADHD were randomized by means of minimization (1:1) to either an ED (N = 84) or HD (N = 81) within two Dutch child and adolescent psychiatry centers. The design included a non-randomized comparator arm including N = 58 children being treated with Care as Usual (CAU). Treatment allocation was unblinded. The primary outcome was a 5-point ordinal measure of respondership based on a combination of parent and teacher ratings on ADHD and emotion regulation, determined after 5 weeks of treatment. Ordinal regression analyses were done on an intention-to-treat basis. Fewer ED (35%) than HD (51%) participants showed a partial to full response, despite overall good-to-excellent treatment adherence (> 88%) and comparable high parental prior believes. A younger age and higher problem severity predicted a better respondership. CAU-preferring participants responded more often favorably (56%) compared to ED-but not HD-participants. Small-to-medium improvements in physical health (blood pressure, heart rate, and somatic complaints) were found in response to ED/HD versus decrements in response to CAU (74% received psychostimulants). The lack of superiority of the ED versus HD suggests that for the majority of children, dietary treatment response is not rooted in food-allergies/-sensitivities. The comparable results for treatment with HD and CAU are remarkable given that CAU participants were probably 'easier to treat' than HD (and ED) participants with proportionally fewer with a (suboptimal/non-response to) prior treatment with medication (4% versus 20%). Further assessment of long-term effects is needed to evaluate the potential place of dietary treatment within clinical guidelines. The trial is closed and registered in the Dutch trial registry, number NL5324 ( https://www.onderzoekmetmensen.nl/en/trial/25997 ).
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Affiliation(s)
- Annick Huberts-Bosch
- Karakter, Child and Adolescent Psychiatry, Reinier Postlaan 12, 6525 GC, Nijmegen, The Netherlands.
| | - Margreet Bierens
- Karakter, Child and Adolescent Psychiatry, Reinier Postlaan 12, 6525 GC, Nijmegen, The Netherlands
| | - Verena Ly
- Institute of Psychology, Leiden Institute for Brain and Cognition, Leiden University, Leiden, The Netherlands
| | - Jessica van der Velde
- Karakter, Child and Adolescent Psychiatry, Reinier Postlaan 12, 6525 GC, Nijmegen, The Netherlands
| | - Heleen de Boer
- Accare, Child and Adolescent Psychiatry, Groningen, The Netherlands
| | - Gerry van Beek
- Karakter, Child and Adolescent Psychiatry, Reinier Postlaan 12, 6525 GC, Nijmegen, The Netherlands
| | - Danielle Appelman
- Triversum-GGZ-NHN, Child and Adolescent Psychiatry, Alkmaar, The Netherlands
| | | | - Lisa H P Bos
- Karakter, Child and Adolescent Psychiatry, Reinier Postlaan 12, 6525 GC, Nijmegen, The Netherlands
| | - Lisa Reijmers
- Karakter, Child and Adolescent Psychiatry, Reinier Postlaan 12, 6525 GC, Nijmegen, The Netherlands
| | | | - Niki Kamphuis
- Karakter, Child and Adolescent Psychiatry, Reinier Postlaan 12, 6525 GC, Nijmegen, The Netherlands
| | - Jos M T Draaisma
- Department of Pediatrics, Radboud Institute for Health Sciences, Radboud University Medical Center Amalia Children's Hospital, Nijmegen, The Netherlands
| | - Rogier Donders
- Department for Health Evidence, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Gigi H H van de Loo-Neus
- Karakter, Child and Adolescent Psychiatry, Reinier Postlaan 12, 6525 GC, Nijmegen, The Netherlands
| | - Pieter J Hoekstra
- Department of Child and Adolescent Psychiatry and Accare Child Study Center, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Marco Bottelier
- Accare, Child and Adolescent Psychiatry, Groningen, The Netherlands
| | - Alejandro Arias-Vasquez
- Department of Psychiatry, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Human Genetics, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Helen Klip
- Karakter, Child and Adolescent Psychiatry, Reinier Postlaan 12, 6525 GC, Nijmegen, The Netherlands
| | - Jan K Buitelaar
- Karakter, Child and Adolescent Psychiatry, Reinier Postlaan 12, 6525 GC, Nijmegen, The Netherlands
- Department of Cognitive Neuroscience, Donders Institute for Brain, Cognition and Behavior, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Saskia W van den Berg
- National Institute for Public Health and the Environment (RIVM), Bilthoven, Utrecht, The Netherlands
| | - Nanda N Rommelse
- Karakter, Child and Adolescent Psychiatry, Reinier Postlaan 12, 6525 GC, Nijmegen, The Netherlands
- Department of Psychiatry, Radboud University Medical Center, Nijmegen, The Netherlands
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Robinette LM, Hatsu IE, Johnstone JM, Bruton AM, Leung BM, Arnold LE. Treatment response to supplemental nutrients for ADHD is independent of diet quality: the MADDY Study RCT. Nutr Neurosci 2024; 27:319-328. [PMID: 36989335 PMCID: PMC10539486 DOI: 10.1080/1028415x.2023.2191415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/30/2023]
Abstract
OBJECTIVES The 8-week Micronutrients for ADHD in Youth (MADDY) randomized controlled trial (N = 126, age 6-12) of broad-spectrum multinutrients for ADHD with emotional dysregulation found 3 times as many responders with multinutrients (54%) compared to placebo (18%) by Clinical Global Impression-Improvement (CGI-I). Our primary aim for this analysis tests the hypothesis that those with poor overall diet quality at baseline benefit more. The second aim is to explore whether specific components of diet quality moderate treatment response. METHODS 124 children (69 multinutrients, 55 placebo) had diet quality assessed using the Healthy Eating Index-2015 (HEI-2015). For each potential moderator, the outcome CGI-I at week 8 (RCT-end), was modeled two ways: (1) as a dichotomous variable: responder/non-responder, with responders defined by a rating of 1 or 2 'very much' or 'much improved,' all else equals non-responder using logistic regression, and (2) as a dimensional improvement outcome from 1 = very much improved to 7 = very much worse, using linear regression. RESULTS HEI-2015 total score did not moderate treatment response [odds ratio = 1.00 (95% CI: 0.90,1.10), p = 0.984] or improvement [β = -0.01 (95% CI: -0.06,0.04), p = 0.648]. However, total vegetable intake moderated level of improvement in exploratory analysis [β = -0.48 (95% CI: -0.82, -0.13), p = 0.007]: those with higher baseline vegetable intake showed greater benefit from multinutrients compared to placebo. CONCLUSIONS Multinutrients may benefit children with ADHD and irritability regardless of overall diet quality. The finding that higher baseline vegetable intake may improve response to multinutrients deserves further exploration, including dietary effect on gut microbiota and absorption of multinutrients and parental factors.
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Affiliation(s)
- Lisa M. Robinette
- Department of Human Sciences, The Ohio State University (OSU), Columbus, OH, USA
| | - Irene E. Hatsu
- Department of Human Sciences, The Ohio State University (OSU), Columbus, OH, USA
- OSU Extension, The Ohio State University, Columbus, OH, USA
| | - Jeanette M. Johnstone
- Department of Child & Adolescent Psychiatry, Oregon Health & Science University, Portland, OR, USA
- Helfgott Research Institute, National University of Natural Medicine
| | - Alisha M. Bruton
- Department of Child & Adolescent Psychiatry, Oregon Health & Science University, Portland, OR, USA
| | - Brenda M.Y. Leung
- Faculty of Health Sciences, University of Lethbridge, Lethbridge, CA
| | - L. Eugene Arnold
- Department of Psychiatry & Behavioral Health, The Ohio State University, Columbus, OH; Nisonger Center, The Ohio State University
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Homolak J. Fruit and vegetable intake and ADHD - beeting around the bush? Nutr Neurosci 2024; 27:209-211. [PMID: 36787276 DOI: 10.1080/1028415x.2023.2177580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2023]
Affiliation(s)
- Jan Homolak
- Department of Pharmacology, Croatian Institute for Brain Research, University of Zagreb School of Medicine, Zagreb, Croatia
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Gosling CJ, Caparos S, Pinabiaux C, Schwarzer G, Rücker G, Agha SS, Alrouh H, Ambler A, Anderson P, Andiarena A, Arnold LE, Arseneault L, Asherson P, Babinski L, Barbati V, Barkley R, Barros AJD, Barros F, Bates JE, Bell LJ, Berenguer C, van Bergen E, Biederman J, Birmaher B, B⊘e T, Boomsma DI, Brandt VC, Bressan RA, Brocki K, Broughton TR, Bufferd SJ, Bussing R, Cao M, Cartigny A, Casas AM, Caspi A, Castellanos FX, Caye A, Cederkvist L, Collishaw S, Copeland WE, Cote SM, Coventry WL, Debes NMM, Denyer H, Dodge KA, Dogru H, Efron D, Eller J, Abd Elmaksoud M, Ercan ES, Faraone SV, Fenesy M, Fernández MF, Fernández-Somoano A, Findling R, Fombonne E, Fossum IN, Freire C, Friedman NP, Fristad MA, Galera C, Garcia-Argibay M, Garvan CS, González-Safont L, Groenman AP, Guxens M, Halperin JM, Hamadeh RR, Hartman CA, Hill SY, Hinshaw SP, Hipwell A, Hokkanen L, Holz N, Íñiguez C, Jahrami HA, Jansen PW, Jónsdóttir LK, Julvez J, Kaiser A, Keenan K, Klein DN, Klein RG, Kuntsi J, Langfus J, Langley K, Lansford JE, Larsen SA, Larsson H, Law E, Lee SS, Lertxundi N, Li X, Li Y, Lichtenstein P, Liu J, Lundervold AJ, Lundström S, Marks DJ, Martin J, Masi G, Matijasevich A, Melchior M, Moffitt TE, Monninger M, Morrison CL, Mulraney M, Muratori P, Nguyen PT, Nicholson JM, Øie MG, O'Neill S, O'Connor C, Orri M, Pan PM, Pascoe L, Pettit GS, Price J, Rebagliato M, Riaño-Galán I, Rohde LA, Roisman GI, Rosa M, Rosenbaum JF, Salum GA, Sammallahti S, Santos IS, Schiavone NS, Schmid L, Sciberras E, Shaw P, Silk TJ, Simpson JA, Skogli EW, Stepp S, Strandberg-Larsen K, Sudre G, Sunyer J, Tandon M, Thapar A, Thomson P, Thorell LB, Tinchant H, Torrent M, Tovo-Rodrigues L, Tripp G, Ukoumunne O, Van Goozen SHM, Vos M, Wallez S, Wang Y, Westermaier FG, Whalen DJ, Yoncheva Y, Youngstrom EA, Sayal K, Solmi M, Delorme R, Cortese S. Association between relative age at school and persistence of ADHD in prospective studies: an individual participant data meta-analysis. Lancet Psychiatry 2023; 10:922-933. [PMID: 37898142 DOI: 10.1016/s2215-0366(23)00272-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 07/27/2023] [Accepted: 08/03/2023] [Indexed: 10/30/2023]
Abstract
BACKGROUND The youngest children in a school class are more likely than the oldest to be diagnosed with ADHD, but this relative age effect is less frequent in older than in younger school-grade children. However, no study has explored the association between relative age and the persistence of ADHD diagnosis at older ages. We aimed to quantify the association between relative age and persistence of ADHD at older ages. METHODS For this meta-analysis, we searched MEDLINE, Embase, CINAHL, PsycINFO, and PubPsych up to April 1, 2022, with terms related to "cohort" and "ADHD" with no date, publication type, or language restrictions. We gathered individual participant data from prospective cohorts that included at least ten children identified with ADHD before age 10 years. ADHD was defined by either a clinical diagnosis or symptoms exceeding clinical cutoffs. Relative age was recorded as the month of birth in relation to the school-entry cutoff date. Study authors were invited to share raw data or to apply a script to analyse data locally and generate anonymised results. Our outcome was ADHD status at a diagnostic reassessment, conducted at least 4 years after the initial assessment and after age 10 years. No information on sex, gender, or ethnicity was collected. We did a two-stage random-effects individual participant data meta-analysis to assess the association of relative age with persistence of ADHD at follow-up. This study was registered with PROSPERO, CRD42020212650. FINDINGS Of 33 119 studies generated by our search, we identified 130 eligible unique studies and were able to gather individual participant data from 57 prospective studies following up 6504 children with ADHD. After exclusion of 16 studies in regions with a flexible school entry system that did not allow confident linkage of birthdate to relative age, the primary analysis included 41 studies in 15 countries following up 4708 children for a period of 4 to 33 years. We found that younger relative age was not statistically significantly associated with ADHD persistence at follow-up (odds ratio 1·02, 95% CI 0·99-1·06; p=0·19). We observed statistically significant heterogeneity in our model (Q=75·82, p=0·0011, I2=45%). Participant-level sensitivity analyses showed similar results in cohorts with a robust relative age effect at baseline and when restricting to cohorts involving children with a clinical diagnosis of ADHD or with a follow-up duration of more than 10 years. INTERPRETATION The diagnosis of ADHD in younger children in a class is no more likely to be disconfirmed over time than that of older children in the class. One interpretation is that the relative age effect decreases the likelihood of children of older relative age receiving a diagnosis of ADHD, and another is that assigning a diagnostic label of ADHD leads to unexplored carryover effects of the initial diagnosis that persist over time. Future studies should be conducted to explore these interpretations further. FUNDING None.
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Lange KW, Lange KM, Nakamura Y, Reissmann A. Nutrition in the Management of ADHD: A Review of Recent Research. Curr Nutr Rep 2023; 12:383-394. [PMID: 37505402 PMCID: PMC10444659 DOI: 10.1007/s13668-023-00487-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/11/2023] [Indexed: 07/29/2023]
Abstract
PURPOSE OF REVIEW Various nutrients and diet quality have been suggested to be involved in the pathophysiology of ADHD. The purpose of this review was to examine data from recent cohort studies and dietary interventions to determine whether nutrition may play a role in the management of ADHD. RECENT FINDINGS Preliminary evidence suggests that minerals might have beneficial effects on ADHD symptomatology. Probiotics might offer novel strategies to prevent or treat ADHD. Inverse associations between adherence to "healthy" diets and ADHD symptoms have been observed. Children with ADHD responding to the few-foods diet (or oligoantigenic diet) with an elimination of individually identified food items show substantially improved behavior and cognitive functioning. Evidence from recent research does not allow any recommendations regarding the use of micronutrients or probiotics in the management of ADHD. The few-foods diet may become an additional therapeutic option for children with ADHD.
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Affiliation(s)
- Klaus W. Lange
- Faculty of Human Sciences, University of Regensburg, 93040 Regensburg, Bavaria, Germany
| | | | - Yukiko Nakamura
- Faculty of Human Sciences, University of Regensburg, 93040 Regensburg, Bavaria, Germany
| | - Andreas Reissmann
- Faculty of Human Sciences, University of Regensburg, 93040 Regensburg, Bavaria, Germany
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林 霜, 吴 丹, 陈 书, 燕 武, 窦 丽, 李 晓. [Physical growth and dietary characteristics of children with attention deficit hyperactivity disorder: a cross-sectional study]. ZHONGGUO DANG DAI ER KE ZA ZHI = CHINESE JOURNAL OF CONTEMPORARY PEDIATRICS 2023; 25:711-717. [PMID: 37529953 PMCID: PMC10414162 DOI: 10.7499/j.issn.1008-8830.2301052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 05/28/2023] [Indexed: 08/03/2023]
Abstract
OBJECTIVES To investigate the physical growth and dietary characteristics of children with attention deficit hyperactivity disorder (ADHD), and to analyze their relationship with core symptoms of ADHD. METHODS A total of 268 children who were newly diagnosed with ADHD in Children's Hospital of Nanjing Medical University from June to December 2020 were included in the ADHD group, and 102 healthy children who underwent physical examination during the same period were selected as the control group. Physical evaluations and dietary surveys were conducted for both groups. ADHD diagnosis and scoring were performed according to the Diagnostic and Statistical Manual of Mental Disorders (5th edition). Factor analysis, Spearman correlation analysis, and mediation analysis were used to study the relationship between core symptoms of ADHD, dietary patterns, and physical growth. RESULTS The rate of overweight/obesity in the ADHD group was significantly higher than that in the control group (35.8% vs 21.6%, P<0.05). Three dietary patterns were extracted from the food frequency questionnaire: vegetarian dietary pattern, traditional dietary pattern, and snack/fast food pattern. The factor score for the snack/fast food pattern in the ADHD group was higher than that in the control group (P<0.05). There was a significant positive correlation between ADHD symptom scores, snack/fast food pattern factor scores, and body fat percentage (P<0.05). The mediation analysis showed that the snack/fast food pattern played a partial mediating role in the relationship between ADHD symptom scores and body fat percentage, with a mediation proportion of 26.66%. CONCLUSIONS The rate of overweight/obesity in children with ADHD is higher than that in non-ADHD children. Core symptoms of ADHD are related to dietary patterns and physical growth, with the snack/fast food pattern playing a partial mediating role in the relationship between core symptoms of ADHD and physical growth.
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Robinette LM, Hatsu IE, Johnstone JM, Tost G, Bruton AM, Leung BM, Odei JB, Orchard T, Gracious BL, Arnold LE. Fruit and vegetable intake is inversely associated with severity of inattention in a pediatric population with ADHD symptoms: the MADDY Study. Nutr Neurosci 2023; 26:572-581. [PMID: 35535573 PMCID: PMC9646924 DOI: 10.1080/1028415x.2022.2071805] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
OBJECTIVES Attention Deficit Hyperactivity Disorder (ADHD) is a neurodevelopmental disorder with a U.S. pediatric prevalence of 8-10%. It presents with inattention and hyperactivity/impulsivity; frequently associated with emotional dysregulation (ED) symptoms common in Oppositional Defiant Disorder and Disruptive Mood Dysregulation Disorder. The etiology of ADHD is multi-factorial; symptom severity is associated with diet. This study examines the association of diet quality with ADHD and ED symptoms within a pediatric research cohort. METHODS Baseline data were analyzed for 134 children aged 6-12 years with symptoms of ADHD and ED enrolled in an RCT of multinutrient supplementation. Diet quality was based on Healthy Eating Index-2015 (HEI-2015). ADHD and ED symptoms were assessed using Child and Adolescent Symptom Inventory-5 and Strengths and Difficulties Questionnaire. Linear regression models, adjusting for covariates when necessary, determined association. RESULTS The mean HEI Total Score of 63.4 (SD = 8.8) was not significantly associated with any outcome symptoms. However, after adjusting for covariates, HEI component scores for total fruit intake (β = -0.158, p = .037) and total vegetable intake (β = -0.118, p = .004) were negatively associated with inattention. CONCLUSIONS The lack of association with total diet quality could be explained by the relatively good baseline diet quality and mild symptom severity in this sample, along with measurement error from dietary intake estimates and relatively small sample size. These findings suggest that dietary intake may impact inattention in children with ADHD and ED: those eating less fruits and vegetables were likely to have more severe symptoms of inattention. Causality is not established by this cross-sectional analysis.
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Affiliation(s)
- Lisa M. Robinette
- Department of Human Sciences, The Ohio State University, Columbus, OH, USA
| | - Irene E. Hatsu
- Department of Human Sciences, The Ohio State University, Columbus, OH, USA
- OSU Extension, The Ohio State University, Columbus, OH, USA
| | - Jeanette M. Johnstone
- Department of Child & Adolescent Psychiatry, Oregon Health & Science University, Portland, OR, USA and Helfgott Research Institute, National University of Natural Medicine
| | - Gabriella Tost
- Department of Child & Adolescent Psychiatry, Oregon Health & Science University, Portland, OR, USA and Helfgott Research Institute, National University of Natural Medicine
| | - Alisha M. Bruton
- Department of Child & Adolescent Psychiatry, Oregon Health & Science University, Portland, OR, USA and Helfgott Research Institute, National University of Natural Medicine
| | - Brenda M.Y. Leung
- Faculty of Health Sciences, University of Lethbridge, Lethbridge, CA
| | - James B. Odei
- Division of Biostatistics, College of Public Health, The Ohio State University, Columbus, OH
| | - Tonya Orchard
- Department of Human Sciences, The Ohio State University, Columbus, OH, USA
| | | | - L. Eugene Arnold
- Department of Psychiatry & Behavioral Health, The Ohio State University, Columbus, OH; Nisonger Center, The Ohio State University
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Harris HA, Bowling A, Santos S, Greaves‐Lord K, Jansen PW. Child ADHD and autistic traits, eating behaviours and weight: A population-based study. Pediatr Obes 2022; 17:e12951. [PMID: 35751176 PMCID: PMC9786764 DOI: 10.1111/ijpo.12951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 05/07/2022] [Accepted: 05/31/2022] [Indexed: 12/30/2022]
Abstract
BACKGROUND Children with Autism Spectrum Disorder (ASD) and Attention-Deficit/Hyperactivity Disorder (ADHD) have an increased obesity risk. Although these conditions commonly co-occur, shared factors relating to obesity risk are unknown. OBJECTIVES To examine the shared and unique associations of ADHD and autistic traits with eating behaviours and BMI. METHODS Children (N = 4134) from the population-based Generation R Study were categorized into subgroups based on parent-reported ADHD and autistic traits scores at 6 years: ADHDHigh , ASDHigh , ADHD+ASDHigh and REF (reference group: ADHD+ASDLow ). Multiple linear regressions examined the associations between subgroups and eating behaviours (at 10 years) and BMIz (at 14 years), relative to REF. Mediation analyses tested the indirect effect of subgroup and BMIz through eating behaviours. RESULTS ADHD + ASDHigh children expressed both food approach (increased food responsiveness and emotional overeating) and avoidant eating behaviours (increased emotional undereating, satiety responsiveness/ slowness in eating and picky eating, and decreased enjoyment in food). ASDHigh children were more food avoidant, while ADHDHigh children had more food approach behaviours and greater BMIz. ADHDHigh and BMIz were indirectly associated with food responsiveness and emotional overeating. CONCLUSIONS ADHD and autistic trait phenotypes show distinct associations with potential obesity risk factors, and further research is needed to improve targeted early intervention.
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Affiliation(s)
- Holly A. Harris
- Department of Child & Adolescent Psychiatry/PsychologyErasmus MC, University Medical CenterRotterdamThe Netherlands,Generation R StudyErasmus MC, University Medical CenterRotterdamThe Netherlands
| | - April Bowling
- Department of Public Health and NutritionMerrimack College, School of Health SciencesNorth AndoverMassachusettsUSA,Department of PsychiatryUniversity of Massachusetts Chan Medical SchoolWorcesterMassachusettsUSA
| | - Susana Santos
- Generation R StudyErasmus MC, University Medical CenterRotterdamThe Netherlands,Department of PediatricsErasmus MC – Sophia Children's Hospital, University Medical Center RotterdamRotterdamThe Netherlands
| | - Kirstin Greaves‐Lord
- Department of PediatricsErasmus MC – Sophia Children's Hospital, University Medical Center RotterdamRotterdamThe Netherlands,Department of PsychologyUniversity of GroningenGroningenThe Netherlands,Autisme Team North‐NetherlandJonx part of Lentis Psychiatric InstituteGroningenThe Netherlands
| | - Pauline W. Jansen
- Department of Child & Adolescent Psychiatry/PsychologyErasmus MC, University Medical CenterRotterdamThe Netherlands,Generation R StudyErasmus MC, University Medical CenterRotterdamThe Netherlands,Department of Psychology, Education & Child StudiesErasmus University RotterdamRotterdamThe Netherlands
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Walton K, McGee M, Sato J, Law N, Hopperton KE, Bando N, Kiss A, Unger S, O'Connor DL. Social-Emotional Functioning and Dietary Intake among Children Born with a Very Low Birth Weight. Appl Physiol Nutr Metab 2022; 47:737-748. [PMID: 35196153 DOI: 10.1139/apnm-2021-0434] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Very low birth weight infants (VLBW, <1500g) are at elevated risk of neurodevelopmental disorders, later obesity and cardiometabolic disease; if and how neurodevelopmental disorders impact chronic disease risk is poorly understood. The most common neurodevelopmental disorders experienced by VLBW children are those of social-emotional functioning. We compared dietary patterns and body composition between VLBW children with poor vs. typical social-emotional functioning using linear mixed models adjusted for sex, gestational age, cognitive impairment, parental education and BMI. VLBW children (n=158) attending the Donor Milk for Improved Neurodevelopmental Outcomes trial 5.5-year follow-up participated. Poor social-emotional functioning was based on standardized parent-rated questionnaires and/or parent-reported physician diagnosis of autism spectrum or attention-deficit/hyperactivity disorders. Most children had diets categorized as 'needs improvement' (67%) or 'poor' (27%) and 29% of children exhibited poor social-emotional functioning. Poor social-emotional functioning was positively associated with 100% fruit juice (β=0.3 cup equivalents/day; 95% CI 0.1, 0.5) and energy intake (β=118.1 kcals/day; 95% CI 0.9, 235.2). Children with poor social-emotional functioning were more likely to have a limited food repertoire (p=0.02), but less likely to exceed dietary fat recommendations (p=0.04). No differences in overall diet quality or body composition were observed. Diet counselling and research are essential to improving the nutrition of VLBW children to mitigate chronic disease risk. Novelty: • Overall diet quality and body composition did not differ between VLBW children with poor vs. typical social-emotional functioning. • Most had diets "needing improvement" or "poor" according to the HEI 2010. • Diet counselling may help mitigate chronic disease risk in this vulnerable population.
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Affiliation(s)
- Kathryn Walton
- The Hospital for Sick Children, 7979, Translational Medicine, Toronto, Ontario, Canada;
| | - Meghan McGee
- The Hospital for Sick Children, 7979, Translational Medicine, Toronto, Ontario, Canada.,University of Toronto Dalla Lana School of Public Health, 274071, Toronto, Ontario, Canada.,University of Toronto Temerty Faculty of Medicine, 12366, Nutritional Sciences, Toronto, Ontario, Canada;
| | - Julie Sato
- The Hospital for Sick Children, 7979, Neurosciences & Mental Health, Toronto, Ontario, Canada.,The Hospital for Sick Children, 7979, Diagnostic Imaging , Toronto, Ontario, Canada.,University of Toronto, 7938, Psychology, Toronto, Ontario, Canada;
| | - Nicole Law
- The Hospital for Sick Children, 7979, Translational Medicine, Toronto, Ontario, Canada;
| | - Kathryn E Hopperton
- The Hospital for Sick Children, 7979, Translational Medicine, Toronto, Ontario, Canada;
| | - Nicole Bando
- The Hospital for Sick Children, 7979, Translational Medicine, Toronto, Ontario, Canada.,University of Toronto Temerty Faculty of Medicine, 12366, Nutritional Sciences, Toronto, Ontario, Canada;
| | - Alex Kiss
- University of Toronto Institute of Health Policy Management and Evaluation, 206712, Toronto, Ontario, Canada.,Sunnybrook Research Institute, 282299, Evaluative and Clinical Sciences, Toronto, Ontario, Canada;
| | - Sharon Unger
- Sinai Health System, 518775, Department of Paediatrics, Toronto, Ontario, Canada.,University of Toronto Temerty Faculty of Medicine, 12366, Department of Pediatrics, Toronto, Ontario, Canada.,The Hospital for Sick Children, 7979, Neonatology, Toronto, Ontario, Canada;
| | - Deborah L O'Connor
- The Hospital for Sick Children, 7979, Translational Medicine, Toronto, Ontario, Canada.,University of Toronto Temerty Faculty of Medicine, 12366, Nutritional Sciences, Toronto, Ontario, Canada.,Sinai Health System, 518775, Paediatrics, Toronto, Ontario, Canada;
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12
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Looman KIM, Cecil CAM, Grosserichter‐Wagener C, Kiefte‐de Jong JC, van Zelm MC, Moll HA. Associations between T cells and attention problems in the general pediatric population: The Generation R study. JCPP ADVANCES 2021; 1:e12038. [PMID: 37431441 PMCID: PMC10242894 DOI: 10.1002/jcv2.12038] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2020] [Accepted: 08/23/2021] [Indexed: 11/08/2022] Open
Abstract
Objective The pathogenesis of attention-deficit/hyperactivity disorder (ADHD) is currently unclear. We hypothesized that chronic immune activation, as indexed by T and B cells, plays a role in the pathophysiology of attention problems. Therefore, we examined T and B cell subsets in a general pediatric population with information on attention problems. Methods We included 756 10-year-old children from the Generation R population-based cohort. Eleven-color flow cytometry was performed on peripheral blood samples to determine T and B cell subsets. The Child Behavior Checklist rated by parents was used to measure attention problems. Data were analyzed using linear regression analyses, adjusting for maternal and child covariates and co-occurring childhood psychopathology. Results For T helper 1 (Th1) cells, one standard deviation (SD) increase was associated with 5.3% (95%CI 0.3; 10.5) higher attention problem scores. Furthermore, 1SD increase in CD8+ T cells was associated with 7.5% (95%CI 2.4; 12.7) higher attention problem scores. Within total CD8+ T cells, 1SD increase in naive or central memory cells was associated with 6.9% (95%CI 2.0; 12.1) and 6.4% (95%CI 1.5; 11.6) higher attention problem scores, respectively. No associations between Th2, Treg or B memory cells and attention problem scores were observed. Conclusion Higher Th1 and cytotoxic T cell numbers are associated with higher attention problem scores independent of co-occurring psychopathology. This might indicate a possible role of a pro-inflammatory immune profile in childhood attention problems.
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Affiliation(s)
- Kirsten I. M. Looman
- Generation R Study GroupErasmus MCUniversity Medical CenterRotterdamThe Netherlands
- Department of PediatricsSophia Children's HospitalErasmus MCUniversity Medical CenterRotterdamThe Netherlands
| | - Charlotte A. M. Cecil
- Department of Child and Adolescent Psychiatry/PsychologyErasmus MCUniversity Medical CenterRotterdamThe Netherlands
- Department of EpidemiologyErasmus MCUniversity Medical CenterRotterdamThe Netherlands
- Molecular EpidemiologyDepartment of Biomedical Data SciencesLeiden University Medical CenterLeidenThe Netherlands
| | | | - Jessica C. Kiefte‐de Jong
- Department of EpidemiologyErasmus MCUniversity Medical CenterRotterdamThe Netherlands
- Department of Public Health and Primary Care/LUMC Campus The HagueLeiden University Medical CenterLeidenThe Netherlands
| | - Menno C. van Zelm
- Department of Immunology and PathologyCentral Clinical SchoolMonash University and Alfred HospitalMelbourneVictoriaAustralia
| | - Henriëtte A. Moll
- Department of PediatricsSophia Children's HospitalErasmus MCUniversity Medical CenterRotterdamThe Netherlands
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13
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Borge TC, Biele G, Papadopoulou E, Andersen LF, Jacka F, Eggesbø M, Caspersen IH, Aase H, Meltzer HM, Brantsæter AL. The associations between maternal and child diet quality and child ADHD - findings from a large Norwegian pregnancy cohort study. BMC Psychiatry 2021; 21:139. [PMID: 33685413 PMCID: PMC7941947 DOI: 10.1186/s12888-021-03130-4] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 02/21/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Attention Deficit Hyperactivity Disorder (ADHD) is a prevalent neurodevelopmental disorder. Effective long-term treatment options are limited, which warrants increased focus on potential modifiable risk factors. The aim of this study was to investigate associations between maternal diet quality during pregnancy and child diet quality and child ADHD symptoms and ADHD diagnosis. METHODS This study is based on the Norwegian Mother, Father and Child Cohort Study (MoBa). We assessed maternal diet quality with the Prenatal Diet Quality Index (PDQI) and Ultra-Processed Food Index (UPFI) around mid-gestation, and child diet quality using the Diet Quality Index (CDQI) at 3 years. ADHD symptoms were assessed at child age 8 years using the Parent Rating Scale for Disruptive Behaviour Disorders. ADHD diagnoses were retrieved from the Norwegian Patient Registry. RESULTS In total, 77,768 mother-child pairs were eligible for studying ADHD diagnoses and 37,787 for ADHD symptoms. Means (SD) for the PDQI, UPFI and CDQI were 83.1 (9.3), 31.8 (9.7) and 60.3 (10.6), respectively. Mean (SD) ADHD symptom score was 8.4 (7.1) and ADHD diagnosis prevalence was 2.9% (male to female ratio 2.6:1). For one SD increase in maternal diet index scores, we saw a change in mean (percent) ADHD symptom score of - 0.28 (- 3.3%) (CI: - 0.41, - 0.14 (- 4.8, - 1.6%)) for PDQI scores and 0.25 (+ 3.0%) (CI: 0.13, 0.38 (1.5, 4.5%)) for UPFI scores. A one SD increase in PDQI score was associated with a relative risk of ADHD diagnosis of 0.87 (CI: 0.79, 0.97). We found no reliable associations with either outcomes for the CDQI, and no reliable change in risk of ADHD diagnosis for the UPFI. CONCLUSIONS We provide evidence that overall maternal diet quality during pregnancy is associated with a small decrease in ADHD symptom score at 8 years and lower risk for ADHD diagnosis, with more robust findings for the latter outcome. Consumption of ultra-processed foods was only associated with increased ADHD symptom score of similar magnitude as for overall maternal diet quality, and we found no associations between child diet quality and either outcome. No causal inferences should be made based on these results, due to potential unmeasured confounding.
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Affiliation(s)
- Tiril Cecilie Borge
- Department of Child Health and Development, Norwegian Institute of Public Health, P.O. Box 222, Skøyen, 0213, Oslo, Norway.
| | - Guido Biele
- Department of Child Health and Development, Norwegian Institute of Public Health, P.O. Box 222, Skøyen, 0213, Oslo, Norway
| | - Eleni Papadopoulou
- Department of Environmental Health, Section of Environmental Exposure and Epidemiology, Norwegian Institute of Public Health, P.O. Box 222, Skøyen, 0213, Oslo, Norway
| | - Lene Frost Andersen
- Department of Nutrition, Institute of Basic Medical Sciences, University of Oslo, P.O. Box 1046, Blindern, 0317, Oslo, Norway
| | - Felice Jacka
- Food & Mood Centre, IMPACT, Deakin University, Geelong, VIC, Australia
- Centre for Adolescent Health, Murdoch Children's Research Institute, Parkville, VIC, Australia
- Black Dog Institute, Randwick, NSW, Australia
- James Cook University, Townsville, Qld, Australia
| | - Merete Eggesbø
- Department of Environmental Health, Section of Environmental Exposure and Epidemiology, Norwegian Institute of Public Health, P.O. Box 222, Skøyen, 0213, Oslo, Norway
| | - Ida Henriette Caspersen
- Department of Environmental Health, Section of Environmental Exposure and Epidemiology, Norwegian Institute of Public Health, P.O. Box 222, Skøyen, 0213, Oslo, Norway
| | - Heidi Aase
- Department of Child Health and Development, Norwegian Institute of Public Health, P.O. Box 222, Skøyen, 0213, Oslo, Norway
| | - Helle Margrete Meltzer
- Division of Infection Control and Environmental Health, Norwegian Institute of Public Health, P.O. Box 222, Skøyen, 0213, Oslo, Norway
| | - Anne Lise Brantsæter
- Department of Environmental Health, Section of Environmental Exposure and Epidemiology, Norwegian Institute of Public Health, P.O. Box 222, Skøyen, 0213, Oslo, Norway
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14
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Armon-Omer A, Amir E, Neuman H, Khateeb S, Mizrachi I, Shalan M, Tamir S, Yatzkar U. Unique Trans-fatty Acid Profile in Children With Attention Deficit Hyperactivity Disorder. Front Psychiatry 2021; 12:740169. [PMID: 34803763 PMCID: PMC8602570 DOI: 10.3389/fpsyt.2021.740169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 10/13/2021] [Indexed: 11/24/2022] Open
Abstract
Background: Attention deficit hyperactivity disorder (ADHD) is the most common developmental disorder in children. Studies suggest an association between fatty acids composition and ADHD pathogenesis. We aimed to investigate whether children diagnosed with ADHD present unique fatty acid profiles in red blood cells (RBC), as compared to children without ADHD. Method: We examined 60 children aged 6-14 years, out of which 32 were diagnosed with ADHD, and 28 were not. Blood was collected from all children to quantify an array of 26 fatty acids from RBC membranes. Fatty acid methyl esters were generated by acid transesterification and analyzed by gas chromatography. Results: We found that children with ADHD presented unique fatty acid profiles on RBC membranes with significantly higher levels of most of the trans-fatty acids (Total trans-fatty acids 0.64 ± 0.21 vs. 0.49 ± 0.18 p = 0.003) and lower levels of docosahexaenoic acid (DHA), as compared to controls (4.06 ± 0.79 vs. 4.68 ± 1.37 p = 0.040). Additionally, total trans-fatty acids were higher in children with extremely severe clinical ADHD condition score, as compared to milder ADHD scores and to control children (0.72 ± 0.18, 0.64 ± 0.20, 0.61 ± 0.22, 0.49 ± 0.18, p = 0.010, accordingly). Conclusion: Children with ADHD have higher levels of trans-fatty acids in RBCs, compared to children without ADHD. This study points to a possible link between trans-fatty acids and ADHD. Understanding these findings and the clinical meaning will potentially contribute to a more targeted dietary intervention.
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Affiliation(s)
| | - Eti Amir
- Department of Nutrition, Ziv Medical Center, Zefat, Israel
| | - Hadar Neuman
- Medical Laboratory Sciences, Zefat Academic College, Zefat, Israel
| | - Saleh Khateeb
- Department of Pediatrics, Ziv Medical Center, Zefat, Israel
| | - Itai Mizrachi
- Department of Pediatrics, Ziv Medical Center, Zefat, Israel
| | - Monia Shalan
- Department of Pediatrics, Ziv Medical Center, Zefat, Israel
| | - Snait Tamir
- Laboratory of Human Health and Nutrition Sciences, MIGAL Galilee Research Institute, Kiryat Shmona, Israel.,Nutrition Science, Tel-Hai College, Upper Galilee, Israel
| | - Uri Yatzkar
- Department of Child and Adolescent Psychiatric, Ziv Medical Center, Zefat, Israel.,Faculty of Medicine, Bar Ilan University, Zefat, Israel
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15
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Li L, Taylor MJ, Bälter K, Kuja‐Halkola R, Chen Q, Hegvik T, Tate AE, Chang Z, Arias‐Vásquez A, Hartman CA, Larsson H. Attention-deficit/hyperactivity disorder symptoms and dietary habits in adulthood: A large population-based twin study in Sweden. Am J Med Genet B Neuropsychiatr Genet 2020; 183:475-485. [PMID: 33029947 PMCID: PMC7702140 DOI: 10.1002/ajmg.b.32825] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 09/14/2020] [Accepted: 09/22/2020] [Indexed: 01/28/2023]
Abstract
Associations between adult attention-deficit/hyperactivity disorder (ADHD) symptoms and dietary habits have not been well established and the underlying mechanisms remain unclear. We explored these associations using a Swedish population-based twin study with 17,999 individuals aged 20-47 years. We estimated correlations between inattention and hyperactivity/impulsivity with dietary habits and fitted twin models to determine the genetic and environmental contributions. Dietary habits were defined as (a) consumption of food groups, (b) consumption of food items rich in particular macronutrients, and (c) healthy and unhealthy dietary patterns. At the phenotypic level, inattention was positively correlated with seafood, high-fat, high-sugar, high-protein food consumptions, and unhealthy dietary pattern, with correlation coefficients ranging from 0.03 (95%CI: 0.01, 0.05) to 0.13 (95% CI: 0.11, 0.15). Inattention was negatively correlated with fruits, vegetables consumptions and healthy dietary pattern, with correlation coefficients ranging from -0.06 (95%CI: -0.08, -0.04) to -0.07 (95%CI: -0.09, -0.05). Hyperactivity/impulsivity and dietary habits showed similar but weaker patterns compared to inattention. All associations remained stable across age, sex and socioeconomic status. Nonshared environmental effects contributed substantially to the correlations of inattention (56-60%) and hyperactivity/impulsivity (63-80%) with dietary habits. The highest and lowest genetic correlations were between inattention and high-sugar food (rA = .16, 95% CI: 0.07, 0.25), and between hyperactivity/impulsivity and unhealthy dietary pattern (rA = .05, 95% CI: -0.05, 0.14), respectively. We found phenotypic and etiological overlap between ADHD and dietary habits, although these associations were weak. Our findings contribute to a better understanding of common etiological pathways between ADHD symptoms and various dietary habits.
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Affiliation(s)
- Lin Li
- School of Medical SciencesÖrebro UniversityÖrebroSweden
| | - Mark J. Taylor
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | - Katarina Bälter
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden,Public Health SciencesMälardalen UniversityVästeråsSweden
| | - Ralf Kuja‐Halkola
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | - Qi Chen
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | - Tor‐Arne Hegvik
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden,Department of BiomedicineUniversity of BergenBergenNorway
| | - Ashley E. Tate
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | - Zheng Chang
- Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
| | - Alejandro Arias‐Vásquez
- The Department of Psychiatry & Human GeneticsDonders Institute for Brain, Cognition, and Behavior, Radboud University Medical CenterNijmegenNetherlands
| | - Catharina A. Hartman
- Department of PsychiatryUniversity of Groningen, University Medical Center GroningenGroningenNetherlands
| | - Henrik Larsson
- School of Medical SciencesÖrebro UniversityÖrebroSweden,Department of Medical Epidemiology and BiostatisticsKarolinska InstitutetStockholmSweden
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