The integration of functional brain activity from adolescence to adulthood

Prantik Kundu, Brenda E. Benson, Dana Rosen, Sophia Frangou, Ellen Leibenluft, Wen Ming Luh, Peter A. Bandettini, Daniel S. Pine, Monique Ernst

Research output: Contribution to journalArticlepeer-review

29 Scopus citations


Age-related changes in human functional neuroanatomy are poorly understood. This is partly due to the limits of interpretation of standard fMRI. These limits relate to age-related variation in noise levels in data from different subjects, and the common use of standard adult brain parcellations for developmental studies. Here we used an emergingMRIapproach called multiecho (ME) -fMRI to characterize functional brain changes with age. ME-fMRI acquires blood oxygenation level-dependent (BOLD) signals while also quantifying susceptibility-weighted transverse relaxation time (T2*) signal decay. This approach newly enables reliable detection of BOLD signal components at the subject level as opposed to solely at the group-average level. In turn, it supports more robust characterization of the variability in functional brain organization across individuals. We hypothesized that BOLD components in the resting state are not stable with age, and would decrease in number from adolescence to adulthood. This runs counter to the current assumptions in neurodevelopmental analyses of brain connectivity that the number of BOLD signal components is a random effect. From resting-state ME-fMRI of 51 healthy subjects of both sexes, between 8.3 and 46.2 years of age, we found a highly significant (r= −0.55, p≪0.001) exponential decrease in the number of BOLD components with age. The number of BOLDcomponentswerehalvedfromadolescence to the fifth decade of life, stabilizing in middle adulthood.Theregions driving thischangewere dorsolateral prefrontal cortices, parietal cortex, and cerebellum. The functional network of these regions centered on the cerebellum. We conclude that an age-related decrease in BOLD component number concurs with the hypothesis of neurodevelopmental integration of functional brain activity.Weshow evidence that the cerebellum may play a key role in this process.

Original languageEnglish
Pages (from-to)3559-3570
Number of pages12
JournalJournal of Neuroscience
Issue number14
StatePublished - 4 Apr 2018


  • Complexity
  • Development
  • Multiecho
  • Resting state
  • fMRI


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