2023
DOI: 10.1001/jamanetworkopen.2023.0157
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Measures of Brain Connectivity and Cognition by Sex in US Children

Abstract: ImportanceThe neurobiological underpinnings underlying sex differences in cognition during adolescence are largely unknown.ObjectiveTo examine sex differences in brain circuitry and their association with cognitive performance in US children.Design, Setting, and ParticipantsThis cross-sectional study analyzed behavioral and imaging data from 9- to 11-year-old children from the Adolescent Brain Cognitive Development (ABCD) study between August 2017 and November 2018. The ABCD study is an open-science, multisite… Show more

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Cited by 8 publications
(4 citation statements)
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References 62 publications
(114 reference statements)
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“…Similarly, parental education differed by alcohol sipping (χ 2 = 51.66, p < .001), as individuals with higher parental education reported more alcohol sipping than individuals with lower parental education. Although sex, race/ethnicity, parental education, and household income differed by alcohol sipping, sex and household income were selected as covariates given that sex ( Tomasi and Volkow, 2023 ) and socioeconomic disparities have been associated with structural brain differences in the ABCD cohort; sensitivity analyses in the cohort have demonstrated similar results regardless if race and ethnicity factors are controlled for, as conducted by Weissman et al (2023) . Similarly, Dumornay et al (2023) found that seemingly race-related brain differences were related to facets of adversity such as economic hardship in the ABCD cohort.…”
Section: Methodsmentioning
confidence: 99%
“…Similarly, parental education differed by alcohol sipping (χ 2 = 51.66, p < .001), as individuals with higher parental education reported more alcohol sipping than individuals with lower parental education. Although sex, race/ethnicity, parental education, and household income differed by alcohol sipping, sex and household income were selected as covariates given that sex ( Tomasi and Volkow, 2023 ) and socioeconomic disparities have been associated with structural brain differences in the ABCD cohort; sensitivity analyses in the cohort have demonstrated similar results regardless if race and ethnicity factors are controlled for, as conducted by Weissman et al (2023) . Similarly, Dumornay et al (2023) found that seemingly race-related brain differences were related to facets of adversity such as economic hardship in the ABCD cohort.…”
Section: Methodsmentioning
confidence: 99%
“…The Pearson correlation was used to map the gFCD strength at a given grayordinate, x 0 (t), from 0.01 to 0.10 Hz band-pass filtered CIFTI time series with N = 91,282 grayordinates 47 and a maximum of 1520 time points (20 min). Specifically, the gFCD was computed as the logarithm of the total number of edges between x 0 and all other 91,281 grayordinates in the brain 63 using a correlation R > 0.6 23,64 . This calculation was repeated for all x 0 grayordinates in the brain 65 using Matlab version R2023a (MathWorks, Inc., Natick, MA) and the Beowulf cluster at NIH.…”
Section: Gfcdmentioning
confidence: 99%
“…In this regard, the landmark Adolescent Brain Cognitive Development℠ Study (ABCD Study®), the largest long‐term study of brain development in the United States (ABCD Study, 2022 ), enrolled over 11,800 9‐ and 10‐year‐old children to further study biological and social factors, like gender on brain development (Volkow et al, 2018 ). As such, several recent studies using ABCD data have reported significant neuroanatomical sex differences across numerous domains, including subcortical volume (Adeli et al, 2020 ), cortical thickness (Brennan et al, 2021 ; Tomasi & Volkow, 2023 ; Wiglesworth et al, 2023 ), gray matter density (Murray et al, 2022 ), white matter microstructure (Lawrence et al, 2023 ; Tomasi & Volkow, 2023 ), and differences in the association between brain structure and behavior (Chen et al, 2022 ; Kim et al, 2022 ). However, none of these previous studies on sex differences utilizing the ABCD study examined the potential role of gender.…”
Section: Introductionmentioning
confidence: 99%