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Age differences in the functional architecture of the human brain.

Publication ,  Journal Article
Setton, R; Mwilambwe-Tshilobo, L; Girn, M; Lockrow, AW; Baracchini, G; Hughes, C; Lowe, AJ; Cassidy, BN; Li, J; Luh, W-M; Bzdok, D; Leahy, RM ...
Published in: Cerebral cortex (New York, N.Y. : 1991)
December 2022

The intrinsic functional organization of the brain changes into older adulthood. Age differences are observed at multiple spatial scales, from global reductions in modularity and segregation of distributed brain systems, to network-specific patterns of dedifferentiation. Whether dedifferentiation reflects an inevitable, global shift in brain function with age, circumscribed, experience-dependent changes, or both, is uncertain. We employed a multimethod strategy to interrogate dedifferentiation at multiple spatial scales. Multi-echo (ME) resting-state fMRI was collected in younger (n = 181) and older (n = 120) healthy adults. Cortical parcellation sensitive to individual variation was implemented for precision functional mapping of each participant while preserving group-level parcel and network labels. ME-fMRI processing and gradient mapping identified global and macroscale network differences. Multivariate functional connectivity methods tested for microscale, edge-level differences. Older adults had lower BOLD signal dimensionality, consistent with global network dedifferentiation. Gradients were largely age-invariant. Edge-level analyses revealed discrete, network-specific dedifferentiation patterns in older adults. Visual and somatosensory regions were more integrated within the functional connectome; default and frontoparietal control network regions showed greater connectivity; and the dorsal attention network was more integrated with heteromodal regions. These findings highlight the importance of multiscale, multimethod approaches to characterize the architecture of functional brain aging.

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Published In

Cerebral cortex (New York, N.Y. : 1991)

DOI

EISSN

1460-2199

ISSN

1047-3211

Publication Date

December 2022

Volume

33

Issue

1

Start / End Page

114 / 134

Related Subject Headings

  • Uncertainty
  • Nerve Net
  • Magnetic Resonance Imaging
  • Humans
  • Experimental Psychology
  • Connectome
  • Brain Mapping
  • Brain
  • Aging
  • Aged
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Setton, R., Mwilambwe-Tshilobo, L., Girn, M., Lockrow, A. W., Baracchini, G., Hughes, C., … Spreng, R. N. (2022). Age differences in the functional architecture of the human brain. Cerebral Cortex (New York, N.Y. : 1991), 33(1), 114–134. https://doi.org/10.1093/cercor/bhac056
Setton, Roni, Laetitia Mwilambwe-Tshilobo, Manesh Girn, Amber W. Lockrow, Giulia Baracchini, Colleen Hughes, Alexander J. Lowe, et al. “Age differences in the functional architecture of the human brain.Cerebral Cortex (New York, N.Y. : 1991) 33, no. 1 (December 2022): 114–34. https://doi.org/10.1093/cercor/bhac056.
Setton R, Mwilambwe-Tshilobo L, Girn M, Lockrow AW, Baracchini G, Hughes C, et al. Age differences in the functional architecture of the human brain. Cerebral cortex (New York, NY : 1991). 2022 Dec;33(1):114–34.
Setton, Roni, et al. “Age differences in the functional architecture of the human brain.Cerebral Cortex (New York, N.Y. : 1991), vol. 33, no. 1, Dec. 2022, pp. 114–34. Epmc, doi:10.1093/cercor/bhac056.
Setton R, Mwilambwe-Tshilobo L, Girn M, Lockrow AW, Baracchini G, Hughes C, Lowe AJ, Cassidy BN, Li J, Luh W-M, Bzdok D, Leahy RM, Ge T, Margulies DS, Misic B, Bernhardt BC, Stevens WD, De Brigard F, Kundu P, Turner GR, Spreng RN. Age differences in the functional architecture of the human brain. Cerebral cortex (New York, NY : 1991). 2022 Dec;33(1):114–134.
Journal cover image

Published In

Cerebral cortex (New York, N.Y. : 1991)

DOI

EISSN

1460-2199

ISSN

1047-3211

Publication Date

December 2022

Volume

33

Issue

1

Start / End Page

114 / 134

Related Subject Headings

  • Uncertainty
  • Nerve Net
  • Magnetic Resonance Imaging
  • Humans
  • Experimental Psychology
  • Connectome
  • Brain Mapping
  • Brain
  • Aging
  • Aged