Functional connectivity in cortico-subcortical brain networks underlying reward processing in attention-deficit/hyperactivity disorder

Neuroimage Clin. 2016 Oct 8:12:796-805. doi: 10.1016/j.nicl.2016.10.006. eCollection 2016.


Background: Many patients with attention-deficit/hyperactivity disorder (ADHD) display aberrant reward-related behavior. Task-based fMRI studies have related atypical reward processing in ADHD to altered BOLD activity in regions underlying reward processing such as ventral striatum and orbitofrontal cortex. However, it remains unclear whether the observed effects are region-specific or related to changes in functional connectivity of networks supporting reward processing. Here we use resting-state fMRI to comprehensively delineate the functional connectivity architecture underlying aberrant reward processing in ADHD.

Methods: We assessed resting-state functional connectivity of four networks that support reward processing. These networks showed high spatial overlap with the default mode, fronto-parietal, lateral visual, and salience networks, yet only activity within the salience network was effectively sensitive to reward value. We parcelled these networks into their functional cortical and subcortical subregions and obtained functional connectivity matrices by computing Pearson correlations between the regional time series. We compared functional connectivity within each of the four networks between participants with ADHD and controls, and related functional connectivity to dimensional ADHD symptom scores across all participants (N = 444; age range: 8.5-30.5; mean age: 17.7).

Results: We did not observe significant ADHD-related alterations in functional connectivity of the salience network, which included key reward regions. Instead, levels of inattention symptoms modulated functional connectivity of the default-mode and fronto-parietal networks, which supported general task processing.

Conclusions: The present study does not corroborate previous childhood evidence for functional connectivity alterations between key reward processing regions in adolescents and young adults with ADHD. Our findings could point to developmental normalization or indicate that reward-processing deficits result from functional connectivity alterations in general task-related networks.

Keywords: ADHD; Default mode network; Fronto-parietal network; Functional connectivity; Functional parcellation; Resting-state fMRI; Reward.

Publication types

  • Research Support, Non-U.S. Gov't
  • Research Support, N.I.H., Extramural

MeSH terms

  • Adolescent
  • Adult
  • Attention Deficit Disorder with Hyperactivity / diagnostic imaging
  • Attention Deficit Disorder with Hyperactivity / physiopathology*
  • Cerebral Cortex / diagnostic imaging
  • Cerebral Cortex / physiopathology*
  • Child
  • Cohort Studies
  • Female
  • Functional Neuroimaging / methods*
  • Humans
  • Magnetic Resonance Imaging
  • Male
  • Nerve Net / diagnostic imaging
  • Nerve Net / physiopathology*
  • Reward*
  • Ventral Striatum / diagnostic imaging
  • Ventral Striatum / physiopathology*
  • Young Adult