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Default mode network functional connectivity strength in utero and the association with fetal subcortical development.

Susana CorreaEmily S NicholsMegan E MuellerBarbra de VrijerRoy EaglesonCharles A McKenzieSandrine de RibaupierreEmma G Duerden
Published in: Cerebral cortex (New York, N.Y. : 1991) (2023)
The default mode network is essential for higher-order cognitive processes and is composed of an extensive network of functional and structural connections. Early in fetal life, the default mode network shows strong connectivity with other functional networks; however, the association with structural development is not well understood. In this study, resting-state functional magnetic resonance imaging and anatomical images were acquired in 30 pregnant women with singleton pregnancies. Participants completed 1 or 2 MR imaging sessions, on average 3 weeks apart (43 data sets), between 28- and 39-weeks postconceptional ages. Subcortical volumes were automatically segmented. Activation time courses from resting-state functional magnetic resonance imaging were extracted from the default mode network, medial temporal lobe network, and thalamocortical network. Generalized estimating equations were used to examine the association between functional connectivity strength between default mode network-medial temporal lobe, default mode network-thalamocortical network, and subcortical volumes, respectively. Increased functional connectivity strength in the default mode network-medial temporal lobe network was associated with smaller right hippocampal, left thalamic, and right caudate nucleus volumes, but larger volumes of the left caudate. Increased functional connectivity strength in the default mode network-thalamocortical network was associated with smaller left thalamic volumes. The strong associations seen among the default mode network functional connectivity networks and regionally specific subcortical volume development indicate the emergence of short-range connectivity in the third trimester.
Keyphrases
  • functional connectivity
  • resting state
  • magnetic resonance imaging
  • optical coherence tomography
  • white matter
  • pregnant women
  • deep learning
  • body mass index
  • blood brain barrier
  • gestational age
  • preterm birth