2022
DOI: 10.3389/fneur.2022.834458
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Altered Spontaneous Brain Activity in Left-Behind Children: A Resting-State Functional MRI Study

Abstract: BackgroundParental migration has been associated with a higher risk of cognitive and behavioral abnormalities in left-behind children (LBC). This study aimed to explore the spontaneous brain activity in LBC and reveal the mechanisms underlying behavioral and cognitive abnormalities.MethodsInvolved LBC (n = 36) and non-LBC (n = 22) underwent resting-state functional MRI (fMRI) examination and cognitive and behavioral assessment. The fMRI-based amplitude of low-frequency fluctuation (ALFF) and fractional ALFF (f… Show more

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Cited by 8 publications
(4 citation statements)
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“…Multiple comparison correction was performed using Gaussian random field (GRF) correction. A voxel-wise value of p threshold of 0.01 and a cluster-level value of p threshold of 0.05 were considered statistically significant ( Zhang et al, 2019 ; Wang et al, 2022 ).…”
Section: Methodsmentioning
confidence: 99%
“…Multiple comparison correction was performed using Gaussian random field (GRF) correction. A voxel-wise value of p threshold of 0.01 and a cluster-level value of p threshold of 0.05 were considered statistically significant ( Zhang et al, 2019 ; Wang et al, 2022 ).…”
Section: Methodsmentioning
confidence: 99%
“…Using PIQ as a covariate, the ComBat Harmonization is applied to remove site effects from multiple open-accessed data sets 3 ( Johnson et al, 2007 ; Reardon et al, 2021 ; Chen et al, 2022 ; Du et al, 2023 ). Finally, the two-sample t -test was then used for inter-group difference statistics, and the resulting map was calibrated by Gaussian random field correction (GRF, two-tailed voxel-level p < 0.01 and cluster-level p < 0.05) ( Zhan et al, 2016 ; Gu et al, 2020 ; Wang et al, 2022 ).…”
Section: Methodsmentioning
confidence: 99%
“…In the context of human development, iron and functional networks change throughout childhood to support neurocognitive maturation ( Larsen and Luna, 2015 , Ning et al, 2014 ). Studies of typically developing children have shown that both brain iron and neural activity are linked to various domains of cognitive performance ( Larsen et al, 2020a ), including working memory ( Darki et al, 2016 , Sala-Llonch et al, 2012 ), processing speed ( Hect et al, 2018 , Wang et al, 2022 ), and IQ ( Carpenter et al, 2016 , Hect et al, 2018 ). Deficient brain iron concentration and altered neural activity have also reliably been reported in populations with neurodevelopmental disorders, including attention deficit hyperactivity disorder (ADHD) ( Adisetiyo et al, 2014a , Cortese et al, 2012b , Yu-Feng et al, 2007 ) and autism ( Karavallil Achuthan et al, 2023 , Tang et al, 2021 ).…”
Section: Introductionmentioning
confidence: 99%