Age-related differences in resting state functional connectivity in pediatric migraine

Abstract Background Migraine affects roughly 10% of youth aged 5–15 years, however the underlying mechanisms of migraine in youth are poorly understood. Multiple structural and functional alterations have been shown in the brains of adult migraine sufferers. This study aims to investigate the effect...

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Main Authors: Tiffany Bell, Akashroop Khaira, Mehak Stokoe, Megan Webb, Melanie Noel, Farnaz Amoozegar, Ashley D. Harris
Format: Article
Language:English
Published: BMC 2021-07-01
Series:The Journal of Headache and Pain
Subjects:
Online Access:https://doi.org/10.1186/s10194-021-01274-y
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spelling doaj-fa8732f031d748f788d4557429fad1dd2021-07-11T11:45:44ZengBMCThe Journal of Headache and Pain1129-23691129-23772021-07-0122111210.1186/s10194-021-01274-yAge-related differences in resting state functional connectivity in pediatric migraineTiffany Bell0Akashroop Khaira1Mehak Stokoe2Megan Webb3Melanie Noel4Farnaz Amoozegar5Ashley D. Harris6Department of Radiology, University of CalgaryDepartment of Radiology, University of CalgaryDepartment of Radiology, University of CalgaryDepartment of Radiology, University of CalgaryHotchkiss Brain Institute, University of CalgaryHotchkiss Brain Institute, University of CalgaryDepartment of Radiology, University of CalgaryAbstract Background Migraine affects roughly 10% of youth aged 5–15 years, however the underlying mechanisms of migraine in youth are poorly understood. Multiple structural and functional alterations have been shown in the brains of adult migraine sufferers. This study aims to investigate the effects of migraine on resting-state functional connectivity during the period of transition from childhood to adolescence, a critical period of brain development and the time when rates of pediatric chronic pain spikes. Methods Using independent component analysis, we compared resting state network spatial maps and power spectra between youth with migraine aged 7–15 and age-matched controls. Statistical comparisons were conducted using a MANCOVA analysis. Results We show (1) group by age interaction effects on connectivity in the visual and salience networks, group by sex interaction effects on connectivity in the default mode network and group by pubertal status interaction effects on connectivity in visual and frontal parietal networks, and (2) relationships between connectivity in the visual networks and the migraine cycle, and age by cycle interaction effects on connectivity in the visual, default mode and sensorimotor networks. Conclusions We demonstrate that brain alterations begin early in youth with migraine and are modulated by development. This highlights the need for further study into the neural mechanisms of migraine in youth specifically, to aid in the development of more effective treatments.https://doi.org/10.1186/s10194-021-01274-yMigrainepediatricresting-state functional connectivitypower spectrabrain developmentIndependent Component Analysis
collection DOAJ
language English
format Article
sources DOAJ
author Tiffany Bell
Akashroop Khaira
Mehak Stokoe
Megan Webb
Melanie Noel
Farnaz Amoozegar
Ashley D. Harris
spellingShingle Tiffany Bell
Akashroop Khaira
Mehak Stokoe
Megan Webb
Melanie Noel
Farnaz Amoozegar
Ashley D. Harris
Age-related differences in resting state functional connectivity in pediatric migraine
The Journal of Headache and Pain
Migraine
pediatric
resting-state functional connectivity
power spectra
brain development
Independent Component Analysis
author_facet Tiffany Bell
Akashroop Khaira
Mehak Stokoe
Megan Webb
Melanie Noel
Farnaz Amoozegar
Ashley D. Harris
author_sort Tiffany Bell
title Age-related differences in resting state functional connectivity in pediatric migraine
title_short Age-related differences in resting state functional connectivity in pediatric migraine
title_full Age-related differences in resting state functional connectivity in pediatric migraine
title_fullStr Age-related differences in resting state functional connectivity in pediatric migraine
title_full_unstemmed Age-related differences in resting state functional connectivity in pediatric migraine
title_sort age-related differences in resting state functional connectivity in pediatric migraine
publisher BMC
series The Journal of Headache and Pain
issn 1129-2369
1129-2377
publishDate 2021-07-01
description Abstract Background Migraine affects roughly 10% of youth aged 5–15 years, however the underlying mechanisms of migraine in youth are poorly understood. Multiple structural and functional alterations have been shown in the brains of adult migraine sufferers. This study aims to investigate the effects of migraine on resting-state functional connectivity during the period of transition from childhood to adolescence, a critical period of brain development and the time when rates of pediatric chronic pain spikes. Methods Using independent component analysis, we compared resting state network spatial maps and power spectra between youth with migraine aged 7–15 and age-matched controls. Statistical comparisons were conducted using a MANCOVA analysis. Results We show (1) group by age interaction effects on connectivity in the visual and salience networks, group by sex interaction effects on connectivity in the default mode network and group by pubertal status interaction effects on connectivity in visual and frontal parietal networks, and (2) relationships between connectivity in the visual networks and the migraine cycle, and age by cycle interaction effects on connectivity in the visual, default mode and sensorimotor networks. Conclusions We demonstrate that brain alterations begin early in youth with migraine and are modulated by development. This highlights the need for further study into the neural mechanisms of migraine in youth specifically, to aid in the development of more effective treatments.
topic Migraine
pediatric
resting-state functional connectivity
power spectra
brain development
Independent Component Analysis
url https://doi.org/10.1186/s10194-021-01274-y
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