What is the link between attention-deficit/hyperactivity disorder and sleep disturbance? A multimodal examination of longitudinal relationships and brain structure using large-scale population-based cohorts
What is the link between attention-deficit/hyperactivity disorder and sleep disturbance? A multimodal examination of longitudinal relationships and brain structure using large-scale population-based cohorts
Background: Attention-deficit/hyperactivity disorder (ADHD) comorbid with sleep disturbances can produce profound disruption in daily life and negatively impact quality of life of both the child and the family. However, the temporal relationship between ADHD and sleep impairment is unclear, as are underlying common brain mechanisms. Methods: This study used data from the Quebec Longitudinal Study of Child Development (n = 1601, 52% female) and the Adolescent Brain Cognitive Development Study (n = 3515, 48% female). Longitudinal relationships between symptoms were examined using cross-lagged panel models. Gray matter volume neural correlates were identified using linear regression. The transcriptomic signature of the identified brain-ADHD-sleep relationship was characterized by gene enrichment analysis. Confounding factors, such as stimulant drugs for ADHD and socioeconomic status, were controlled for. Results: ADHD symptoms contributed to sleep disturbances at one or more subsequent time points in both cohorts. Lower gray matter volumes in the middle frontal gyrus and inferior frontal gyrus, amygdala, striatum, and insula were associated with both ADHD symptoms and sleep disturbances. ADHD symptoms significantly mediated the link between these structural brain abnormalities and sleep dysregulation, and genes were differentially expressed in the implicated brain regions, including those involved in neurotransmission and circadian entrainment. Conclusions: This study indicates that ADHD symptoms and sleep disturbances have common neural correlates, including structural changes of the ventral attention system and frontostriatal circuitry. Leveraging data from large datasets, these results offer new mechanistic insights into this clinically important relationship between ADHD and sleep impairment, with potential implications for neurobiological models and future therapeutic directions.
ADHD, Development, Dyssomnia, Longitudinal study, Neurodevelopmental, Parasomnia
459-469
Shen, Chun
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Luo, Qiang
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Chamberlain, Samuel R.
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Morgan, Sarah
2843f219-71cb-4748-bd79-6fa035330eac
Romero-Garcia, Rafael
e29b8b85-2290-4e84-8fcc-56efc37d2026
Du, Jingnan
b31a769a-5405-4b97-93b1-27a60aaa48e3
Zhao, Xingzhong
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Touchette, Évelyne
e06f2000-26d6-4553-a58f-07f4590dc388
Montplaisir, Jacques
7596d0d7-ab75-4a09-937e-3829fcd2bd5e
Vitaro, Frank
90ce08b0-77ef-4b56-827f-e5d70e75338d
Boivin, Michel
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Tremblay, Richard E.
e3b19abe-76ea-4b92-96fe-9550853c8304
Zhao, Xing Ming
2443e49a-ba38-4196-b707-41ddf76e3353
Robaey, Philippe
76a9b8ac-fee6-4012-a59b-ef52ef96a327
Feng, Jianfeng
f9be3595-731c-4e7e-9781-0275b4184b26
Sahakian, Barbara J.
e689cd5c-b84f-4503-86ca-7526cf340121
15 September 2020
Shen, Chun
bec8e49c-d6ca-4818-b9c4-9283faf7159b
Luo, Qiang
d9209984-d28b-43c3-a162-6762c3c568ae
Chamberlain, Samuel R.
8a0e09e6-f51f-4039-9287-88debe8d8b6f
Morgan, Sarah
2843f219-71cb-4748-bd79-6fa035330eac
Romero-Garcia, Rafael
e29b8b85-2290-4e84-8fcc-56efc37d2026
Du, Jingnan
b31a769a-5405-4b97-93b1-27a60aaa48e3
Zhao, Xingzhong
3c1da70a-cd96-426a-96ce-17e911953189
Touchette, Évelyne
e06f2000-26d6-4553-a58f-07f4590dc388
Montplaisir, Jacques
7596d0d7-ab75-4a09-937e-3829fcd2bd5e
Vitaro, Frank
90ce08b0-77ef-4b56-827f-e5d70e75338d
Boivin, Michel
06aec491-277e-406f-8ab0-f144176334eb
Tremblay, Richard E.
e3b19abe-76ea-4b92-96fe-9550853c8304
Zhao, Xing Ming
2443e49a-ba38-4196-b707-41ddf76e3353
Robaey, Philippe
76a9b8ac-fee6-4012-a59b-ef52ef96a327
Feng, Jianfeng
f9be3595-731c-4e7e-9781-0275b4184b26
Sahakian, Barbara J.
e689cd5c-b84f-4503-86ca-7526cf340121
Shen, Chun, Luo, Qiang, Chamberlain, Samuel R., Morgan, Sarah, Romero-Garcia, Rafael, Du, Jingnan, Zhao, Xingzhong, Touchette, Évelyne, Montplaisir, Jacques, Vitaro, Frank, Boivin, Michel, Tremblay, Richard E., Zhao, Xing Ming, Robaey, Philippe, Feng, Jianfeng and Sahakian, Barbara J.
(2020)
What is the link between attention-deficit/hyperactivity disorder and sleep disturbance? A multimodal examination of longitudinal relationships and brain structure using large-scale population-based cohorts.
Biological Psychiatry, 88 (6), .
(doi:10.1016/j.biopsych.2020.03.010).
Abstract
Background: Attention-deficit/hyperactivity disorder (ADHD) comorbid with sleep disturbances can produce profound disruption in daily life and negatively impact quality of life of both the child and the family. However, the temporal relationship between ADHD and sleep impairment is unclear, as are underlying common brain mechanisms. Methods: This study used data from the Quebec Longitudinal Study of Child Development (n = 1601, 52% female) and the Adolescent Brain Cognitive Development Study (n = 3515, 48% female). Longitudinal relationships between symptoms were examined using cross-lagged panel models. Gray matter volume neural correlates were identified using linear regression. The transcriptomic signature of the identified brain-ADHD-sleep relationship was characterized by gene enrichment analysis. Confounding factors, such as stimulant drugs for ADHD and socioeconomic status, were controlled for. Results: ADHD symptoms contributed to sleep disturbances at one or more subsequent time points in both cohorts. Lower gray matter volumes in the middle frontal gyrus and inferior frontal gyrus, amygdala, striatum, and insula were associated with both ADHD symptoms and sleep disturbances. ADHD symptoms significantly mediated the link between these structural brain abnormalities and sleep dysregulation, and genes were differentially expressed in the implicated brain regions, including those involved in neurotransmission and circadian entrainment. Conclusions: This study indicates that ADHD symptoms and sleep disturbances have common neural correlates, including structural changes of the ventral attention system and frontostriatal circuitry. Leveraging data from large datasets, these results offer new mechanistic insights into this clinically important relationship between ADHD and sleep impairment, with potential implications for neurobiological models and future therapeutic directions.
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Published date: 15 September 2020
Keywords:
ADHD, Development, Dyssomnia, Longitudinal study, Neurodevelopmental, Parasomnia
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Local EPrints ID: 493295
URI: http://eprints.soton.ac.uk/id/eprint/493295
ISSN: 0006-3223
PURE UUID: ec8d15ef-25eb-4bbb-85d5-6d65206ec075
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Date deposited: 29 Aug 2024 16:43
Last modified: 30 Aug 2024 02:00
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Contributors
Author:
Chun Shen
Author:
Qiang Luo
Author:
Samuel R. Chamberlain
Author:
Sarah Morgan
Author:
Rafael Romero-Garcia
Author:
Jingnan Du
Author:
Xingzhong Zhao
Author:
Évelyne Touchette
Author:
Jacques Montplaisir
Author:
Frank Vitaro
Author:
Michel Boivin
Author:
Richard E. Tremblay
Author:
Xing Ming Zhao
Author:
Philippe Robaey
Author:
Jianfeng Feng
Author:
Barbara J. Sahakian
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