Maturation-dependent changes in cortical and thalamic activity during sleep slow waves: Insights from a combined EEG-fMRI study

被引:0
作者
Bergamo, Damiana [1 ]
Handjaras, Giacomo [1 ]
Petruso, Flavia [1 ,2 ]
Talami, Francesca [3 ,4 ]
Ricciardi, Emiliano [1 ]
Benuzzi, Francesca [3 ]
Vaudano, Anna Elisabetta [3 ,4 ]
Meletti, Stefano [3 ,4 ]
Bernardi, Giulio [1 ]
Betta, Monica [1 ,5 ]
机构
[1] IMT Sch Adv Studies Lucca, MoMiLab, Lucca, Italy
[2] Scuola Super Sant Anna, Pisa, Italy
[3] Univ Modena & Reggio Emilia, Dept Biomed Metab & Neural Sci, Modena, Italy
[4] Azienda Ospedaliera Univ Modena, Neurol Dept, Modena, Italy
[5] IMT Sch Adv Studies Lucca, MoMiLab, Res Unit, Lucca, Italy
关键词
Slow wave; Sleep; Development; NREM; Children; EEG-fMRI; Thalamus; HUMAN CEREBRAL-CORTEX; DEFAULT MODE NETWORK; EPILEPTIFORM DISCHARGES; SPINDLE FREQUENCY; SIGMA-ACTIVITY; OSCILLATIONS; SYNCHRONIZATION; CONNECTIVITY; TRAJECTORIES; INNERVATION;
D O I
10.1016/j.sleep.2023.12.001
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Introduction: Studies using scalp EEG have shown that slow waves (0.5-4 Hz), the most prominent hallmark of NREM sleep, undergo relevant changes from childhood to adulthood, mirroring brain structural modifications and the acquisition of cognitive skills. Here we used simultaneous EEG-fMRI to investigate the cortical and subcortical correlates of slow waves in school-age children and determine their relative developmental changes. Methods: We analyzed data from 14 school-age children with self-limited focal epilepsy of childhood who fell asleep during EEG-fMRI recordings. Brain regions associated with slow-wave occurrence were identified using a voxel-wise regression that also modelled interictal epileptic discharges and sleep spindles. At the group level, a mixed-effects linear model was used. The results were qualitatively compared with those obtained from 2 adolescents with epilepsy and 17 healthy adults. Results: Slow waves were associated with hemodynamic-signal decreases in bilateral somatomotor areas. Such changes extended more posteriorly relative to those in adults. Moreover, the involvement of areas belonging to the default mode network changes as a function of age. No significant hemodynamic responses were observed in subcortical structures. However, we identified a significant correlation between age and thalamic hemodynamic changes. Conclusions: Present findings indicate that the somatomotor cortex may have a key role in slow-wave expression throughout the lifespan. At the same time, they are consistent with a posterior-to-anterior shift in slow-wave distribution mirroring brain maturational changes. Finally, our results suggest that slow-wave changes may not reflect only neocortical modifications but also the maturation of subcortical structures, including the thalamus.
引用
收藏
页码:357 / 369
页数:13
相关论文
共 111 条
  • [1] Development of Thalamocortical Connectivity during Infancy and Its Cognitive Correlations
    Alcauter, Sarael
    Lin, Weili
    Smith, J. Keith
    Short, Sarah J.
    Goldman, Barbara D.
    Reznick, J. Steven
    Gilmore, John H.
    Gao, Wei
    [J]. JOURNAL OF NEUROSCIENCE, 2014, 34 (27) : 9067 - 9075
  • [2] A reproducible evaluation of ANTs similarity metric performance in brain image registration
    Avants, Brian B.
    Tustison, Nicholas J.
    Song, Gang
    Cook, Philip A.
    Klein, Arno
    Gee, James C.
    [J]. NEUROIMAGE, 2011, 54 (03) : 2033 - 2044
  • [3] Integrity of Corpus Callosum Is Essential for the Cross-Hemispheric Propagation of Sleep Slow Waves: A High-Density EEG Study in Split-Brain Patients
    Avvenuti, Giulia
    Handjaras, Giacomo
    Betta, Monica
    Cataldi, Jacinthe
    Imperatori, Laura Sophie
    Lattanzi, Simona
    Riedner, Brady
    Pietrini, Pietro
    Ricciardi, Emiliano
    Tononi, Giulio
    Siclari, Francesca
    Polonara, Gabriele
    Fabri, Mara
    Silvestrini, Mauro
    Bellesi, Michele
    Bernardi, Giulio
    [J]. JOURNAL OF NEUROSCIENCE, 2020, 40 (29) : 5589 - 5603
  • [4] Visual imagery and visual perception induce similar changes in occipital slow waves of sleep
    Bernardi, Giulio
    Betta, Monica
    Cataldi, Jacinthe
    Leo, Andrea
    Haba-Rubio, Jose
    Heinzer, Raphael
    Cirelli, Chian
    Tononi, Giulio
    Pietrini, Pietro
    Ricciardi, Emiliano
    Siclari, Francesca
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 2019, 121 (06) : 2140 - 2152
  • [5] Local and Widespread Slow Waves in Stable NREM Sleep: Evidence for Distinct Regulation Mechanisms
    Bernardi, Giulio
    Siclari, Francesca
    Handjaras, Giacomo
    Riedner, Brady A.
    Tononi, Giulio
    [J]. FRONTIERS IN HUMAN NEUROSCIENCE, 2018, 12
  • [6] Cortical and subcortical hemodynamic changes during sleep slow waves in human light sleep
    Betta, Monica
    Handjaras, Giacomo
    Leo, Andrea
    Federici, Alessandra
    Farinelli, Valentina
    Ricciardi, Emiliano
    Siclari, Francesca
    Meletti, Stefano
    Ballotta, Daniela
    Benuzzi, Francesca
    Bernardi, Giulio
    [J]. NEUROIMAGE, 2021, 236
  • [7] Potential pitfalls when denoising resting state fMRI data using nuisance regression
    Bright, Molly G.
    Tench, Christopher R.
    Murphy, Kevin
    [J]. NEUROIMAGE, 2017, 154 : 159 - 168
  • [8] Anatomical markers of sleep slow wave activity derived from structural magnetic resonance images
    Buchmann, Andreas
    Kurth, Salome
    Ringli, Maya
    Geiger, Anja
    Jenni, Oskar G.
    Huber, Reto
    [J]. JOURNAL OF SLEEP RESEARCH, 2011, 20 (04) : 506 - 513
  • [9] Longitudinal trajectories of non-rapid eye movement delta and theta EEG as indicators of adolescent brain maturation
    Campbell, Ian G.
    Feinberg, Irwin
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (13) : 5177 - 5180
  • [10] Origin, synchronization, and propagation of sleep slow waves in children
    Castelnovo, Anna
    Lividini, Althea
    Riedner, Brady A.
    Avvenuti, Giulia
    Jones, Stephanie G.
    Miano, Silvia
    Tononi, Giulio
    Manconi, Mauro
    Bernardi, Giulio
    [J]. NEUROIMAGE, 2023, 274