TY - JOUR
T1 - A Mega-analytic Study of White Matter Microstructural Differences Across 5 Cohorts of Youths With Attention-Deficit/Hyperactivity Disorder
AU - Sudre, Gustavo
AU - Norman, Luke
AU - Bouyssi-Kobar, Marine
AU - Price, Jolie
AU - Shastri, Gauri Ganesh
AU - Shaw, Philip
N1 - Publisher Copyright:
© 2022
PY - 2023/7/1
Y1 - 2023/7/1
N2 - Background: While attention-deficit/hyperactivity disorder (ADHD) has been associated with differences in the structural connections formed by the brain's white matter tracts, studies of such differences have yielded inconsistent findings, likely reflecting small sample sizes. Thus, we conducted a mega-analysis on in vivo measures of white matter microstructure obtained through diffusion tensor imaging of more than 6000 participants from 5 cohorts. Methods: In a mega-analysis, linear mixed models were used to test for associations between the fractional anisotropy of 42 white matter tracts and ADHD traits and diagnosis. Contrasts were made against measures of mood, anxiety, and other externalizing problems. Results: Overall, 6993 participants (ages 6–18 years, mean age 10.62 years [SD 1.99]; 3368 girls, 3625 boys; 764 African American, 4146 non-Hispanic White, and 2083 other race/ethnicities) had measures of ADHD and other emotional/behavioral symptoms (N = 6933) and/or enough clinical data to allow a diagnosis of ADHD (n = 951) or its absence (n = 4884). Both the diagnosis and symptoms of ADHD were associated with lower fractional anisotropy of the inferior longitudinal and left uncinate fasciculi (at a false discovery rate–adjusted p < .05). Associated effect sizes were small (the strongest association with ADHD traits had an effect size of partial r = −0.14, while the largest case-control difference was associated with an effect size of d = −0.3). Similar microstructural anomalies were not present for anxiety, mood, or externalizing problems. Findings held when ADHD cases and control subjects were matched on in-scanner motion. Conclusions: While present across cohorts, ADHD-associated microstructural differences had small effects, underscoring the limited clinical utility of this imaging modality used in isolation.
AB - Background: While attention-deficit/hyperactivity disorder (ADHD) has been associated with differences in the structural connections formed by the brain's white matter tracts, studies of such differences have yielded inconsistent findings, likely reflecting small sample sizes. Thus, we conducted a mega-analysis on in vivo measures of white matter microstructure obtained through diffusion tensor imaging of more than 6000 participants from 5 cohorts. Methods: In a mega-analysis, linear mixed models were used to test for associations between the fractional anisotropy of 42 white matter tracts and ADHD traits and diagnosis. Contrasts were made against measures of mood, anxiety, and other externalizing problems. Results: Overall, 6993 participants (ages 6–18 years, mean age 10.62 years [SD 1.99]; 3368 girls, 3625 boys; 764 African American, 4146 non-Hispanic White, and 2083 other race/ethnicities) had measures of ADHD and other emotional/behavioral symptoms (N = 6933) and/or enough clinical data to allow a diagnosis of ADHD (n = 951) or its absence (n = 4884). Both the diagnosis and symptoms of ADHD were associated with lower fractional anisotropy of the inferior longitudinal and left uncinate fasciculi (at a false discovery rate–adjusted p < .05). Associated effect sizes were small (the strongest association with ADHD traits had an effect size of partial r = −0.14, while the largest case-control difference was associated with an effect size of d = −0.3). Similar microstructural anomalies were not present for anxiety, mood, or externalizing problems. Findings held when ADHD cases and control subjects were matched on in-scanner motion. Conclusions: While present across cohorts, ADHD-associated microstructural differences had small effects, underscoring the limited clinical utility of this imaging modality used in isolation.
KW - ADHD
KW - Big data
KW - Diffusion tensor imaging
KW - Fractional anisotropy
KW - Mega-analysis
KW - White matter tracts
UR - http://www.scopus.com/inward/record.url?scp=85148723417&partnerID=8YFLogxK
U2 - 10.1016/j.biopsych.2022.09.021
DO - 10.1016/j.biopsych.2022.09.021
M3 - Article
C2 - 36609028
AN - SCOPUS:85148723417
SN - 0006-3223
VL - 94
SP - 18
EP - 28
JO - Biological psychiatry
JF - Biological psychiatry
IS - 1
ER -