» Articles » PMID: 33767139

Gray Matter Networks Associated with Attention and Working Memory Deficit in ADHD Across Adolescence and Adulthood

Abstract

Attention-deficit/hyperactivity disorder (ADHD) is a childhood-onset neuropsychiatric disorder and may persist into adulthood. Working memory and attention deficits have been reported to persist from childhood to adulthood. How neuronal underpinnings of deficits differ across adolescence and adulthood is not clear. In this study, we investigated gray matter of two cohorts, 486 adults and 508 adolescents, each including participants from ADHD and healthy controls families. Two cohorts both presented significant attention and working memory deficits in individuals with ADHD. Independent component analysis was applied to the gray matter of each cohort, separately, to extract cohort-inherent networks. Then, we identified gray matter networks associated with inattention or working memory in each cohort, and projected them onto the other cohort for comparison. Two components in the inferior, middle/superior frontal regions identified in adults and one component in the insula and inferior frontal region identified in adolescents were significantly associated with working memory in both cohorts. One component in bilateral cerebellar tonsil and culmen identified in adults and one component in left cerebellar region identified in adolescents were significantly associated with inattention in both cohorts. All these components presented a significant or nominal level of gray matter reduction for ADHD participants in adolescents, but only one showed nominal reduction in adults. Our findings suggest although the gray matter reduction of these regions may not be indicative of persistency of ADHD, their persistent associations with inattention or working memory indicate an important role of these regions in the mechanism of persistence or remission of the disorder.

Citing Articles

Prefrontal Transcranial Direct Current Stimulation in Pediatric Attention-Deficit/Hyperactivity Disorder: A Randomized Clinical Trial.

Krauel K, Brauer H, Breitling-Ziegler C, Freitag C, Luckhardt C, Muhlherr A JAMA Netw Open. 2025; 8(2):e2460477.

PMID: 39982727 PMC: 11846015. DOI: 10.1001/jamanetworkopen.2024.60477.


Identifying ADHD-Related Abnormal Functional Connectivity with a Graph Convolutional Neural Network.

Hu Y, Ran J, Qiao R, Xu J, Tan C, Hu L Neural Plast. 2024; 2024:8862647.

PMID: 38715980 PMC: 11074862. DOI: 10.1155/2024/8862647.


A chlorzoxazone-folic acid combination improves cognitive affective decline in SCA2-58Q mice.

Marinina K, Bezprozvanny I, Egorova P Sci Rep. 2023; 13(1):12588.

PMID: 37537226 PMC: 10400576. DOI: 10.1038/s41598-023-39331-y.


Neurocognitive and cerebellar function in ADHD, autism and spinocerebellar ataxia.

Cundari M, Vestberg S, Gustafsson P, Gorcenco S, Rasmussen A Front Syst Neurosci. 2023; 17:1168666.

PMID: 37415926 PMC: 10321758. DOI: 10.3389/fnsys.2023.1168666.


Genomic patterns linked to gray matter alterations underlying working memory deficits in adults and adolescents with attention-deficit/hyperactivity disorder.

Duan K, Chen J, Calhoun V, Jiang W, Rootes-Murdy K, Schoenmacker G Transl Psychiatry. 2023; 13(1):50.

PMID: 36774336 PMC: 9922257. DOI: 10.1038/s41398-023-02349-x.


References
1.
Faraone S, Biederman J, Mick E . The age-dependent decline of attention deficit hyperactivity disorder: a meta-analysis of follow-up studies. Psychol Med. 2006; 36(2):159-65. DOI: 10.1017/S003329170500471X. View

2.
Barkley R, Fischer M, Smallish L, Fletcher K . The persistence of attention-deficit/hyperactivity disorder into young adulthood as a function of reporting source and definition of disorder. J Abnorm Psychol. 2002; 111(2):279-89. View

3.
Simon V, Czobor P, Balint S, Meszaros A, Bitter I . Prevalence and correlates of adult attention-deficit hyperactivity disorder: meta-analysis. Br J Psychiatry. 2009; 194(3):204-11. DOI: 10.1192/bjp.bp.107.048827. View

4.
Fayyad J, de Graaf R, Kessler R, Alonso J, Angermeyer M, Demyttenaere K . Cross-national prevalence and correlates of adult attention-deficit hyperactivity disorder. Br J Psychiatry. 2007; 190:402-9. DOI: 10.1192/bjp.bp.106.034389. View

5.
Luo Y, Weibman D, Halperin J, Li X . A Review of Heterogeneity in Attention Deficit/Hyperactivity Disorder (ADHD). Front Hum Neurosci. 2019; 13:42. PMC: 6378275. DOI: 10.3389/fnhum.2019.00042. View