Elsevier

NeuroImage

Volume 63, Issue 1, 15 October 2012, Pages 475-484
NeuroImage

Developmental changes in patterns of brain activity associated with moment-to-moment adjustments in control

https://doi.org/10.1016/j.neuroimage.2012.06.069Get rights and content

Abstract

The current study investigated age-related changes in patterns of brain activity associated with moment-to-moment adjustments in control through the use of fMRI. Fifty-eight participants ranging continuously in age from 9 to 32 years were scanned as they performed a task in which the need for rapid adjustments in control was greater in one condition than another. Despite comparable behavioral performance across ages, moment-to-moment adjustments were associated with stronger engagement of anterior cingulate, anterior insula, lateral prefrontal cortex and the intraparietal sulcus in older than in younger participants. The findings confirm the importance of cingulo-insular and fronto-parietal cortices for moment-to-moment adjustments in control, and suggest continuous increases in the utilization of these networks over development.

Highlights

► Adjustments in conflict processing investigated with fMRI. ► 58 participants aged 9- to 32-years scanned. ► FP and CI cortex more strongly associated with adjustments in older than younger P’s.

Section snippets

Methods

All procedures were approved by the University Research Ethics Board for Health Sciences Research at Western University, Canada, and are in accordance with the 1964 Declaration of Helsinki.

Behavior

Response times are plotted in Fig. 2 as a function of Age, Condition (25%- and 75%-compatible), and Stimulus Type (compatible and incompatible). In general, response times decreased with increasing age, and were greater to incompatible than compatible stimuli, especially in the 75% compatible condition. A Condition × Stimulus Type repeated-measures ANCOVA with Age as a covariate confirmed that older participants were faster than younger participants, r (58) = −.69, p < .001, and that response times

Discussion

While there is some evidence suggesting the ability to prospectively prepare for future cognitive challenges is late-developing (Chatham et al., 2009, Haith et al., 1994, Waxer and Morton, 2011a), relatively little is known about the development of the ability to adjust rapidly to unanticipated cognitive demand. The current study therefore examined age-related changes in patterns of brain activity associated with rapid adjustments in control. Participants aged 9 to 32 years were administered a

Acknowledgments

Funding for this research was provided by an NSERC Discovery Grant to JBM. Thanks to Bianca DeBenedictis for assistance with editing and Figures.

References (38)

  • M. Waxer et al.

    The development of future-oriented control: an electrophysiological investigation

    Neuroimage

    (2011)
  • T.E.J. Behrens et al.

    Learning the value of information in an uncertain world

    Nat. Neurosci.

    (2007)
  • K. Borgmann et al.

    Congruency proportion reveals asymmetric processing of irrelevant physical and numerical dimensions in the size congruity paradigm

    Can. J. Exp. Psychol.

    (2011)
  • T.S. Braver et al.

    Flexible neural mechanisms of cognitive control within human prefrontal cortex

    Proc. Natl. Acad. Sci. U. S. A.

    (2009)
  • C.H. Chatham et al.

    Pupillometric and behavioral markers of a developmental shift in the temporal dynamics of cognitive control

    Proc. Natl. Acad. Sci. U. S. A.

    (2009)
  • D.A. Fair et al.

    Development of distinct control networks through segregation and integration

    Proc. Natl. Acad. Sci. U. S. A.

    (2007)
  • S.D. Forman et al.

    Improved assessment of significant activation in functional magnetic resonance imaging (fMRI): use of a cluster-size threshold

    Magn. Reson. Med.

    (1995)
  • R. Goebel et al.

    Analysis of functional image analysis contest (FIAC) data with brainvoyager QX: from single-subject to cortically aligned group general linear model analysis and self-organizing group independent component analysis

    Hum. Brain Mapp.

    (2006)
  • G. Gratton et al.

    Optimizing the use of information: strategic control of activation of responses

    J. Exp. Psychol. Gen.

    (1992)
  • Cited by (20)

    • Contextual adaptation of cognitive flexibility in kindergartners and fourth graders

      2023, Journal of Experimental Child Psychology
      Citation Excerpt :

      Evidence of flexibility adjustments, based on experiences of contrasted proportions of switches in kindergartners, extends previous research that has revealed their control adaptation in contexts of conflict processing (Ambrosi et al., 2016; Erb et al., 2017; Gonthier et al., 2021. Gonthier & Blaye, 2021; Liu et al., 2018; Rueda et al., 2004; Wilk & Morton, 2012). Because flexibility is still highly challenging in this age group, this finding provides new support for the conclusion that young children are capable of fine-grained modulation of cognitive control, although this control in itself is still partially immature.

    • The influence of reward anticipation on conflict control in children and adolescents: Evidences from hierarchical drift-diffusion model and event-related potentials

      2022, Developmental Cognitive Neuroscience
      Citation Excerpt :

      With regard to the parameter of non-decision time, children had longer non-decision time than adolescents and adults, which indicated that children spent more time for sensory information encoding plus executing the motor response and their conflict control process was less efficient compared to adolescents and adults. Taken together, these findings support that children have immature cognitive control abilities compared to adolescents and adults (Liu et al., 2018), and adolescents may have reached comparatively mature levels in decision thresholds and non-decision time as adults, but their rates of evidence accumulation still develops (Wilk and Morton, 2012). Significant congruency effects were observed for both behavioural performance and neural responses, and individuals were faster in congruent trials than in incongruent trials, which was in the same vein with existing studies (Botvinick et al., 2004; Kerns et al., 2004; Mansouri et al., 2009; Tillman and Wiens, 2011; van Veen and Carter, 2002).

    • Preschoolers are capable of fine-grained implicit cognitive control: Evidence from development of the context-specific proportion congruency effect

      2021, Journal of Experimental Child Psychology
      Citation Excerpt :

      These two effects can reflect very local implementations of cognitive control, as implicitly triggered by experience on the immediately preceding trial. Both post-error slowing (Gupta, Kar, & Srinivasan, 2009; McDermott, Pérez-Edgar, & Fox, 2007; Wiersema, van der Meere, & Roeyers, 2007) and congruency sequence effects (Ambrosi, Lemaire, & Blaye, 2016; Iani, Stella, & Rubichi, 2014; Larson, Clawson, Clayson, & South, 2012; Wilk & Morton, 2012) appear to be functional as early as 4 or 5 years of age. The current study was centered on a third type of implicit control: proportion congruency (PC) effects (for reviews, see Braem et al., 2019; Bugg & Crump, 2012).

    View all citing articles on Scopus
    View full text