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.
机构:
Univ N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Univ N Carolina, Biomed Res Imaging Ctr, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Alcauter, Sarael
Lin, Weili
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Univ N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Univ N Carolina, Biomed Res Imaging Ctr, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Lin, Weili
Smith, J. Keith
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Univ N Carolina, Dept Radiol, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Smith, J. Keith
Short, Sarah J.
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机构:
Univ N Carolina, Dept Psychiat, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Short, Sarah J.
Goldman, Barbara D.
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h-index: 0
机构:
Univ N Carolina, Frank Porter Graham Child Dev Inst, Chapel Hill, NC 27599 USA
Univ N Carolina, Dept Psychol, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Goldman, Barbara D.
Reznick, J. Steven
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h-index: 0
机构:
Univ N Carolina, Frank Porter Graham Child Dev Inst, Chapel Hill, NC 27599 USA
Univ N Carolina, Dept Psychol, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Reznick, J. Steven
Gilmore, John H.
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h-index: 0
机构:
Univ N Carolina, Dept Psychiat, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Gilmore, John H.
Gao, Wei
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h-index: 0
机构:
Univ N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Univ N Carolina, Biomed Res Imaging Ctr, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
机构:
IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Betta, Monica
Handjaras, Giacomo
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h-index: 0
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IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Handjaras, Giacomo
Leo, Andrea
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IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Leo, Andrea
Federici, Alessandra
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机构:
IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Federici, Alessandra
Farinelli, Valentina
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机构:
Univ Modena & Reggio Emilia, Dept Biomed Metab & Neural Sci, Modena, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Farinelli, Valentina
Ricciardi, Emiliano
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机构:
IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Ricciardi, Emiliano
Siclari, Francesca
论文数: 0引用数: 0
h-index: 0
机构:
Lausanne Univ Hosp, Ctr Invest & Res Sleep, Lausanne, SwitzerlandIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Siclari, Francesca
Meletti, Stefano
论文数: 0引用数: 0
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机构:
Univ Modena & Reggio Emilia, Dept Biomed Metab & Neural Sci, Modena, Italy
Azienda Osped Univ Modena, Neurol Dept, Modena, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Meletti, Stefano
Ballotta, Daniela
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机构:
Univ Modena & Reggio Emilia, Dept Biomed Metab & Neural Sci, Modena, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Ballotta, Daniela
Benuzzi, Francesca
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h-index: 0
机构:
Univ Modena & Reggio Emilia, Dept Biomed Metab & Neural Sci, Modena, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Benuzzi, Francesca
Bernardi, Giulio
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h-index: 0
机构:
IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
机构:
Univ Nottingham, Sch Med, Sir Peter Mansfield Imaging Ctr, Nottingham, England
Univ Nottingham, Sch Med, Div Clin Neurosci, Nottingham, England
Univ Nottingham, Sch Med, Div Clin Neurosci, Queens Med Ctr, C Floor,South Block,Room SC2711, Nottingham NG7 2UH, EnglandUniv Nottingham, Sch Med, Sir Peter Mansfield Imaging Ctr, Nottingham, England
Bright, Molly G.
Tench, Christopher R.
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机构:
Univ Nottingham, Sch Med, Div Clin Neurosci, Nottingham, EnglandUniv Nottingham, Sch Med, Sir Peter Mansfield Imaging Ctr, Nottingham, England
Tench, Christopher R.
Murphy, Kevin
论文数: 0引用数: 0
h-index: 0
机构:
Cardiff Univ, Sch Psychol, CUBRIC, Cardiff, S Glam, Wales
Cardiff Univ, Sch Phys & Astron, CUBRIC, Cardiff, S Glam, WalesUniv Nottingham, Sch Med, Sir Peter Mansfield Imaging Ctr, Nottingham, England
机构:
Univ N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Univ N Carolina, Biomed Res Imaging Ctr, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Alcauter, Sarael
Lin, Weili
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Univ N Carolina, Biomed Res Imaging Ctr, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Lin, Weili
Smith, J. Keith
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Radiol, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Smith, J. Keith
Short, Sarah J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Psychiat, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Short, Sarah J.
Goldman, Barbara D.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Frank Porter Graham Child Dev Inst, Chapel Hill, NC 27599 USA
Univ N Carolina, Dept Psychol, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Goldman, Barbara D.
Reznick, J. Steven
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Frank Porter Graham Child Dev Inst, Chapel Hill, NC 27599 USA
Univ N Carolina, Dept Psychol, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Reznick, J. Steven
Gilmore, John H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Psychiat, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Gilmore, John H.
Gao, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
Univ N Carolina, Biomed Res Imaging Ctr, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Radiol, Chapel Hill, NC 27599 USA
机构:
IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Betta, Monica
Handjaras, Giacomo
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h-index: 0
机构:
IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Handjaras, Giacomo
Leo, Andrea
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h-index: 0
机构:
IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Leo, Andrea
Federici, Alessandra
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h-index: 0
机构:
IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Federici, Alessandra
Farinelli, Valentina
论文数: 0引用数: 0
h-index: 0
机构:
Univ Modena & Reggio Emilia, Dept Biomed Metab & Neural Sci, Modena, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Farinelli, Valentina
Ricciardi, Emiliano
论文数: 0引用数: 0
h-index: 0
机构:
IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Ricciardi, Emiliano
Siclari, Francesca
论文数: 0引用数: 0
h-index: 0
机构:
Lausanne Univ Hosp, Ctr Invest & Res Sleep, Lausanne, SwitzerlandIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Siclari, Francesca
Meletti, Stefano
论文数: 0引用数: 0
h-index: 0
机构:
Univ Modena & Reggio Emilia, Dept Biomed Metab & Neural Sci, Modena, Italy
Azienda Osped Univ Modena, Neurol Dept, Modena, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Meletti, Stefano
Ballotta, Daniela
论文数: 0引用数: 0
h-index: 0
机构:
Univ Modena & Reggio Emilia, Dept Biomed Metab & Neural Sci, Modena, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Ballotta, Daniela
Benuzzi, Francesca
论文数: 0引用数: 0
h-index: 0
机构:
Univ Modena & Reggio Emilia, Dept Biomed Metab & Neural Sci, Modena, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
Benuzzi, Francesca
Bernardi, Giulio
论文数: 0引用数: 0
h-index: 0
机构:
IMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, ItalyIMT Sch Adv Studies Lucca, MoMiLab Res Unit, Piazza San Francesco 19, I-55100 Lucca, Italy
机构:
Univ Nottingham, Sch Med, Sir Peter Mansfield Imaging Ctr, Nottingham, England
Univ Nottingham, Sch Med, Div Clin Neurosci, Nottingham, England
Univ Nottingham, Sch Med, Div Clin Neurosci, Queens Med Ctr, C Floor,South Block,Room SC2711, Nottingham NG7 2UH, EnglandUniv Nottingham, Sch Med, Sir Peter Mansfield Imaging Ctr, Nottingham, England
Bright, Molly G.
Tench, Christopher R.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Nottingham, Sch Med, Div Clin Neurosci, Nottingham, EnglandUniv Nottingham, Sch Med, Sir Peter Mansfield Imaging Ctr, Nottingham, England
Tench, Christopher R.
Murphy, Kevin
论文数: 0引用数: 0
h-index: 0
机构:
Cardiff Univ, Sch Psychol, CUBRIC, Cardiff, S Glam, Wales
Cardiff Univ, Sch Phys & Astron, CUBRIC, Cardiff, S Glam, WalesUniv Nottingham, Sch Med, Sir Peter Mansfield Imaging Ctr, Nottingham, England