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Erschienen in: Brain Structure and Function 2/2018

14.09.2017 | Original Article

The mediating role of cortical thickness and gray matter volume on sleep slow-wave activity during adolescence

verfasst von: Aimée Goldstone, Adrian R. Willoughby, Massimiliano de Zambotti, Peter L. Franzen, Dongjin Kwon, Kilian M. Pohl, Adolf Pfefferbaum, Edith V. Sullivan, Eva M. Müller-Oehring, Devin E. Prouty, Brant P. Hasler, Duncan B. Clark, Ian M. Colrain, Fiona C. Baker

Erschienen in: Brain Structure and Function | Ausgabe 2/2018

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Abstract

During the course of adolescence, reductions occur in cortical thickness and gray matter (GM) volume, along with a 65% reduction in slow-wave (delta) activity during sleep (SWA) but empirical data linking these structural brain and functional sleep differences, is lacking. Here, we investigated specifically whether age-related differences in cortical thickness and GM volume and cortical thickness accounted for the typical age-related difference in slow-wave (delta) activity (SWA) during sleep. 132 healthy participants (age 12–21 years) from the National Consortium on Alcohol and NeuroDevelopment in Adolescence study were included in this cross-sectional analysis of baseline polysomnographic, electroencephalographic, and magnetic resonance imaging data. By applying mediation models, we identified a large, direct effect of age on SWA in adolescents, which explained 45% of the variance in ultra-SWA (0.3–1 Hz) and 52% of the variance in delta-SWA (1 to <4 Hz), where SWA was lower in older adolescents, as has been reported previously. In addition, we provide evidence that the structure of several, predominantly frontal, and parietal brain regions, partially mediated this direct age effect, models including measures of brain structure explained an additional 3–9% of the variance in ultra-SWA and 4–5% of the variance in delta-SWA, with no differences between sexes. Replacing age with pubertal status in models produced similar results. As reductions in GM volume and cortical thickness likely indicate synaptic pruning and myelination, these results suggest that diminished SWA in older, more mature adolescents may largely be driven by such processes within a number of frontal and parietal brain regions.
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Literatur
Zurück zum Zitat Achermann P, Borbely AA (1997) Low-frequency (<1 Hz) oscillations in the human sleep electroencephalogram. Neuroscience 81(1):213–222PubMedCrossRef Achermann P, Borbely AA (1997) Low-frequency (<1 Hz) oscillations in the human sleep electroencephalogram. Neuroscience 81(1):213–222PubMedCrossRef
Zurück zum Zitat Amzica F, Steriade M (1998) Electrophysiological correlates of sleep delta waves. Electroencephalogr Clin Neurophysiol 107(2):69–83PubMedCrossRef Amzica F, Steriade M (1998) Electrophysiological correlates of sleep delta waves. Electroencephalogr Clin Neurophysiol 107(2):69–83PubMedCrossRef
Zurück zum Zitat Baker FC, Willoughby AR, de Zambotti M, Franzen PL, Prouty D, Javitz H, Hasler B, Clark DB, Colrain IM (2016) Age-related differences in sleep architecture and electroencephalogram in adolescents in the national consortium on alcohol and neurodevelopment in adolescence sample. Sleep 39(7):1429–1439. doi:10.5665/sleep.5978 PubMedPubMedCentralCrossRef Baker FC, Willoughby AR, de Zambotti M, Franzen PL, Prouty D, Javitz H, Hasler B, Clark DB, Colrain IM (2016) Age-related differences in sleep architecture and electroencephalogram in adolescents in the national consortium on alcohol and neurodevelopment in adolescence sample. Sleep 39(7):1429–1439. doi:10.​5665/​sleep.​5978 PubMedPubMedCentralCrossRef
Zurück zum Zitat Benoit O, Daurat A, Prado J (2000) Slow (0.7–2 Hz) and fast (2–4 Hz) delta components are differently correlated to theta, alpha and beta frequency bands during NREM sleep. Clin Neurophysiol 111(12):2103–2106PubMedCrossRef Benoit O, Daurat A, Prado J (2000) Slow (0.7–2 Hz) and fast (2–4 Hz) delta components are differently correlated to theta, alpha and beta frequency bands during NREM sleep. Clin Neurophysiol 111(12):2103–2106PubMedCrossRef
Zurück zum Zitat Borbely AA (1982) A two process model of sleep regulation. Hum Neurobiol 1(3):195–204PubMed Borbely AA (1982) A two process model of sleep regulation. Hum Neurobiol 1(3):195–204PubMed
Zurück zum Zitat Bourgeois JP, Goldman-Rakic PS, Rakic P (1994) Synaptogenesis in the prefrontal cortex of rhesus monkeys. Cereb Cortex 4(1):78–96PubMedCrossRef Bourgeois JP, Goldman-Rakic PS, Rakic P (1994) Synaptogenesis in the prefrontal cortex of rhesus monkeys. Cereb Cortex 4(1):78–96PubMedCrossRef
Zurück zum Zitat Bramen JE, Hranilovich JA, Dahl RE, Forbes EE, Chen J, Toga AW, Dinov ID, Worthman CM, Sowell ER (2011) Puberty influences medial temporal lobe and cortical gray matter maturation differently in boys than girls matched for sexual maturity. Cereb Cortex 21(3):636–646. doi:10.1093/cercor/bhq137 PubMedCrossRef Bramen JE, Hranilovich JA, Dahl RE, Forbes EE, Chen J, Toga AW, Dinov ID, Worthman CM, Sowell ER (2011) Puberty influences medial temporal lobe and cortical gray matter maturation differently in boys than girls matched for sexual maturity. Cereb Cortex 21(3):636–646. doi:10.​1093/​cercor/​bhq137 PubMedCrossRef
Zurück zum Zitat Brown SA, Brumback T, Tomlinson K, Cummins K, Thompson WK, Nagel BJ, De Bellis MD, Hooper SR, Clark DB, Chung T, Hasler BP, Colrain IM, Baker FC, Prouty D, Pfefferbaum A, Sullivan EV, Pohl KM, Rohlfing T, Nichols BN, Chu W, Tapert SF (2015) The National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA): a multisite study of adolescent development and substance use. J Stud Alcohol Drugs 76(6):895–908PubMedPubMedCentralCrossRef Brown SA, Brumback T, Tomlinson K, Cummins K, Thompson WK, Nagel BJ, De Bellis MD, Hooper SR, Clark DB, Chung T, Hasler BP, Colrain IM, Baker FC, Prouty D, Pfefferbaum A, Sullivan EV, Pohl KM, Rohlfing T, Nichols BN, Chu W, Tapert SF (2015) The National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA): a multisite study of adolescent development and substance use. J Stud Alcohol Drugs 76(6):895–908PubMedPubMedCentralCrossRef
Zurück zum Zitat Bucholz KK, Cadoret R, Cloninger CR, Dinwiddie SH, Hesselbrock VM, Nurnberger JI Jr, Reich T, Schmidt I, Schuckit MA (1994) A new, semi-structured psychiatric interview for use in genetic linkage studies: a report on the reliability of the SSAGA. J Stud Alcohol 55(2):149–158PubMedCrossRef Bucholz KK, Cadoret R, Cloninger CR, Dinwiddie SH, Hesselbrock VM, Nurnberger JI Jr, Reich T, Schmidt I, Schuckit MA (1994) A new, semi-structured psychiatric interview for use in genetic linkage studies: a report on the reliability of the SSAGA. J Stud Alcohol 55(2):149–158PubMedCrossRef
Zurück zum Zitat Campbell IG, Darchia N, Higgins LM, Dykan IV, Davis NM, de Bie E, Feinberg I (2011) Adolescent changes in homeostatic regulation of EEG activity in the delta and theta frequency bands during NREM sleep. Sleep 34(1):83–91PubMedPubMedCentralCrossRef Campbell IG, Darchia N, Higgins LM, Dykan IV, Davis NM, de Bie E, Feinberg I (2011) Adolescent changes in homeostatic regulation of EEG activity in the delta and theta frequency bands during NREM sleep. Sleep 34(1):83–91PubMedPubMedCentralCrossRef
Zurück zum Zitat Chugani HT, Phelps ME, Mazziotta JC (1987) Positron emission tomography study of human brain functional development. Ann Neurol 22(4):487–497PubMedCrossRef Chugani HT, Phelps ME, Mazziotta JC (1987) Positron emission tomography study of human brain functional development. Ann Neurol 22(4):487–497PubMedCrossRef
Zurück zum Zitat Dang-Vu TT, Schabus M, Desseilles M, Albouy G, Boly M, Darsaud A, Gais S, Rauchs G, Sterpenich V, Vandewalle G, Carrier J, Moonen G, Balteau E, Degueldre C, Luxen A, Phillips C, Maquet P (2008) Spontaneous neural activity during human slow wave sleep. Proc Natl Acad Sci USA 105(39):15160–15165. doi:10.1073/pnas.0801819105 PubMedPubMedCentralCrossRef Dang-Vu TT, Schabus M, Desseilles M, Albouy G, Boly M, Darsaud A, Gais S, Rauchs G, Sterpenich V, Vandewalle G, Carrier J, Moonen G, Balteau E, Degueldre C, Luxen A, Phillips C, Maquet P (2008) Spontaneous neural activity during human slow wave sleep. Proc Natl Acad Sci USA 105(39):15160–15165. doi:10.​1073/​pnas.​0801819105 PubMedPubMedCentralCrossRef
Zurück zum Zitat Desikan RS, Segonne F, Fischl B, Quinn BT, Dickerson BC, Blacker D, Buckner RL, Dale AM, Maguire RP, Hyman BT, Albert MS, Killiany RJ (2006) An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. Neuroimage 31(3):968–980. doi:10.1016/j.neuroimage.2006.01.021 PubMedCrossRef Desikan RS, Segonne F, Fischl B, Quinn BT, Dickerson BC, Blacker D, Buckner RL, Dale AM, Maguire RP, Hyman BT, Albert MS, Killiany RJ (2006) An automated labeling system for subdividing the human cerebral cortex on MRI scans into gyral based regions of interest. Neuroimage 31(3):968–980. doi:10.​1016/​j.​neuroimage.​2006.​01.​021 PubMedCrossRef
Zurück zum Zitat Destexhe A, Contreras D, Steriade M (1999) Spatiotemporal analysis of local field potentials and unit discharges in cat cerebral cortex during natural wake and sleep states. J Neurosci 19(11):4595–4608PubMed Destexhe A, Contreras D, Steriade M (1999) Spatiotemporal analysis of local field potentials and unit discharges in cat cerebral cortex during natural wake and sleep states. J Neurosci 19(11):4595–4608PubMed
Zurück zum Zitat Esser SK, Hill SL, Tononi G (2007) Sleep homeostasis and cortical synchronization: I. Modeling the effects of synaptic strength on sleep slow waves. Sleep 30(12):1617–1630PubMedPubMedCentralCrossRef Esser SK, Hill SL, Tononi G (2007) Sleep homeostasis and cortical synchronization: I. Modeling the effects of synaptic strength on sleep slow waves. Sleep 30(12):1617–1630PubMedPubMedCentralCrossRef
Zurück zum Zitat Feinberg I, Hibi S, Carlson VR (1977) Changes in EEG amplitude during sleep with age. In: Nandy K, Sherwin I (eds) The aging brain and senile dementia. Springer, US, Boston, pp 85–98CrossRef Feinberg I, Hibi S, Carlson VR (1977) Changes in EEG amplitude during sleep with age. In: Nandy K, Sherwin I (eds) The aging brain and senile dementia. Springer, US, Boston, pp 85–98CrossRef
Zurück zum Zitat Feinberg I, Thode HC Jr, Chugani HT, March JD (1990) Gamma distribution model describes maturational curves for delta wave amplitude, cortical metabolic rate and synaptic density. J Theor Biol 142(2):149–161PubMedCrossRef Feinberg I, Thode HC Jr, Chugani HT, March JD (1990) Gamma distribution model describes maturational curves for delta wave amplitude, cortical metabolic rate and synaptic density. J Theor Biol 142(2):149–161PubMedCrossRef
Zurück zum Zitat Feinberg I, de Bie E, Davis NM, Campbell IG (2011) Topographic differences in the adolescent maturation of the slow wave EEG during NREM sleep. Sleep 34(3):325–333PubMedPubMedCentralCrossRef Feinberg I, de Bie E, Davis NM, Campbell IG (2011) Topographic differences in the adolescent maturation of the slow wave EEG during NREM sleep. Sleep 34(3):325–333PubMedPubMedCentralCrossRef
Zurück zum Zitat Fischl B, Sereno MI, Tootell RB, Dale AM (1999b) High-resolution intersubject averaging and a coordinate system for the cortical surface. Hum Brain Mapp 8(4):272–284PubMedCrossRef Fischl B, Sereno MI, Tootell RB, Dale AM (1999b) High-resolution intersubject averaging and a coordinate system for the cortical surface. Hum Brain Mapp 8(4):272–284PubMedCrossRef
Zurück zum Zitat Fischl B, Liu A, Dale AM (2001) Automated manifold surgery: constructing geometrically accurate and topologically correct models of the human cerebral cortex. IEEE Trans Med Imaging 20(1):70–80. doi:10.1109/42.906426 PubMedCrossRef Fischl B, Liu A, Dale AM (2001) Automated manifold surgery: constructing geometrically accurate and topologically correct models of the human cerebral cortex. IEEE Trans Med Imaging 20(1):70–80. doi:10.​1109/​42.​906426 PubMedCrossRef
Zurück zum Zitat Gogtay N, Giedd JN, Lusk L, Hayashi KM, Greenstein D, Vaituzis AC, Nugent TF 3rd, Herman DH, Clasen LS, Toga AW, Rapoport JL, Thompson PM (2004) Dynamic mapping of human cortical development during childhood through early adulthood. Proc Natl Acad Sci USA 101(21):8174–8179. doi:10.1073/pnas.0402680101 PubMedPubMedCentralCrossRef Gogtay N, Giedd JN, Lusk L, Hayashi KM, Greenstein D, Vaituzis AC, Nugent TF 3rd, Herman DH, Clasen LS, Toga AW, Rapoport JL, Thompson PM (2004) Dynamic mapping of human cortical development during childhood through early adulthood. Proc Natl Acad Sci USA 101(21):8174–8179. doi:10.​1073/​pnas.​0402680101 PubMedPubMedCentralCrossRef
Zurück zum Zitat Goldman-Rakic PS (1987) Development of cortical circuitry and cognitive function. Child Dev 58:601–622PubMedCrossRef Goldman-Rakic PS (1987) Development of cortical circuitry and cognitive function. Child Dev 58:601–622PubMedCrossRef
Zurück zum Zitat Hanlon EC, Vyazovskiy VV, Faraguna U, Tononi G, Cirelli C (2011) Synaptic potentiation and sleep need: clues from molecular and electrophysiological studies. Curr Top Med Chem 11(19):2472–2482PubMedCrossRef Hanlon EC, Vyazovskiy VV, Faraguna U, Tononi G, Cirelli C (2011) Synaptic potentiation and sleep need: clues from molecular and electrophysiological studies. Curr Top Med Chem 11(19):2472–2482PubMedCrossRef
Zurück zum Zitat Hayes AF (2013) Introduction to mediation, moderation, and conditional process analysis: a regression-based approach. Guilford Press, New York Hayes AF (2013) Introduction to mediation, moderation, and conditional process analysis: a regression-based approach. Guilford Press, New York
Zurück zum Zitat Huttenlocher PR (1979) Synaptic density in human frontal cortex—developmental changes and effects of aging. Brain Res 163(2):195–205PubMedCrossRef Huttenlocher PR (1979) Synaptic density in human frontal cortex—developmental changes and effects of aging. Brain Res 163(2):195–205PubMedCrossRef
Zurück zum Zitat Jenni OG, Carskadon MA (2004) Spectral analysis of the sleep electroencephalogram during adolescence. Sleep 27(4):774–783PubMed Jenni OG, Carskadon MA (2004) Spectral analysis of the sleep electroencephalogram during adolescence. Sleep 27(4):774–783PubMed
Zurück zum Zitat Jernigan TL, Trauner DA, Hesselink JR, Tallal PA (1991) Maturation of human cerebrum observed in vivo during adolescence. Brain 114(Pt 5):2037–2049PubMedCrossRef Jernigan TL, Trauner DA, Hesselink JR, Tallal PA (1991) Maturation of human cerebrum observed in vivo during adolescence. Brain 114(Pt 5):2037–2049PubMedCrossRef
Zurück zum Zitat Judd CM, Kenny DA (1981) Process analysis: estimating mediation in treatment evaluations. Eval Rev 5(5):602–619CrossRef Judd CM, Kenny DA (1981) Process analysis: estimating mediation in treatment evaluations. Eval Rev 5(5):602–619CrossRef
Zurück zum Zitat Judd CM, Kenny DA, McClelland GH (2001) Estimating and testing mediation and moderation in within-subject designs. Psychol Methods 6(2):115–134PubMedCrossRef Judd CM, Kenny DA, McClelland GH (2001) Estimating and testing mediation and moderation in within-subject designs. Psychol Methods 6(2):115–134PubMedCrossRef
Zurück zum Zitat Kassem MS, Lagopoulos J, Stait-Gardner T, Price WS, Chohan TW, Arnold JC, Hatton SN, Bennett MR (2013) Stress-induced grey matter loss determined by MRI is primarily due to loss of dendrites and their synapses. Mol Neurobiol 47(2):645–661. doi:10.1007/s12035-012-8365-7 PubMedCrossRef Kassem MS, Lagopoulos J, Stait-Gardner T, Price WS, Chohan TW, Arnold JC, Hatton SN, Bennett MR (2013) Stress-induced grey matter loss determined by MRI is primarily due to loss of dendrites and their synapses. Mol Neurobiol 47(2):645–661. doi:10.​1007/​s12035-012-8365-7 PubMedCrossRef
Zurück zum Zitat Kennedy C, Sokoloff L (1957) An adaptation of the nitrous oxide method to the study of the cerebral circulation in children; normal values for cerebral blood flow and cerebral metabolic rate in childhood. J Clin Investig 36(7):1130–1137. doi:10.1172/jci103509 PubMedPubMedCentralCrossRef Kennedy C, Sokoloff L (1957) An adaptation of the nitrous oxide method to the study of the cerebral circulation in children; normal values for cerebral blood flow and cerebral metabolic rate in childhood. J Clin Investig 36(7):1130–1137. doi:10.​1172/​jci103509 PubMedPubMedCentralCrossRef
Zurück zum Zitat Le Bon O, Linkowski P (2013) Absence of systematic relationships between REMS duration episodes and spectral power Delta and Ultra-Slow bands in contiguous NREMS episodes in healthy humans. J Neurophysiol 110(1):162–169. doi:10.1152/jn.00020.2013 PubMedCrossRef Le Bon O, Linkowski P (2013) Absence of systematic relationships between REMS duration episodes and spectral power Delta and Ultra-Slow bands in contiguous NREMS episodes in healthy humans. J Neurophysiol 110(1):162–169. doi:10.​1152/​jn.​00020.​2013 PubMedCrossRef
Zurück zum Zitat Lopes da Silva FH, van Rotterdam A (2005) Biophysical aspects of EEG and magnetoencephalographic generation. In: Niedermeyer E, Lopes da Silva F (eds) Electroencephalography: basic principles, clinical applications and related fields, 5th edn. Lippincott, Williams & Wilkins, New York Lopes da Silva FH, van Rotterdam A (2005) Biophysical aspects of EEG and magnetoencephalographic generation. In: Niedermeyer E, Lopes da Silva F (eds) Electroencephalography: basic principles, clinical applications and related fields, 5th edn. Lippincott, Williams & Wilkins, New York
Zurück zum Zitat Lopes da Silva FH (2010) EEG: origin and measurement. In: Mulert C, Lemieux L (eds) EEG-fMRI: physiological basis, technique, and applications. Springer, Berlin, Heidelberg, pp 19–38 Lopes da Silva FH (2010) EEG: origin and measurement. In: Mulert C, Lemieux L (eds) EEG-fMRI: physiological basis, technique, and applications. Springer, Berlin, Heidelberg, pp 19–38
Zurück zum Zitat Moroni F, Nobili L, Iaria G, Sartori I, Marzano C, Tempesta D, Proserpio P, Lo Russo G, Gozzo F, Cipolli C, De Gennaro L, Ferrara M (2014) Hippocampal slow EEG frequencies during NREM sleep are involved in spatial memory consolidation in humans. Hippocampus 24(10):1157–1168. doi:10.1002/hipo.22299 PubMedCrossRef Moroni F, Nobili L, Iaria G, Sartori I, Marzano C, Tempesta D, Proserpio P, Lo Russo G, Gozzo F, Cipolli C, De Gennaro L, Ferrara M (2014) Hippocampal slow EEG frequencies during NREM sleep are involved in spatial memory consolidation in humans. Hippocampus 24(10):1157–1168. doi:10.​1002/​hipo.​22299 PubMedCrossRef
Zurück zum Zitat Oldfield RC (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9(1):97–113PubMedCrossRef Oldfield RC (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9(1):97–113PubMedCrossRef
Zurück zum Zitat Pfefferbaum A, Rohlfing T, Pohl KM, Lane B, Chu W, Kwon D, Nolan Nichols B, Brown SA, Tapert SF, Cummins K, Thompson WK, Brumback T, Meloy MJ, Jernigan TL, Dale A, Colrain IM, Baker FC, Prouty D, De Bellis MD, Voyvodic JT, Clark DB, Luna B, Chung T, Nagel BJ, Sullivan EV (2015) Adolescent development of cortical and white matter structure in the NCANDA sample: role of sex, ethnicity, puberty, and alcohol drinking. Cereb Cortex. doi:10.1093/cercor/bhv205 Pfefferbaum A, Rohlfing T, Pohl KM, Lane B, Chu W, Kwon D, Nolan Nichols B, Brown SA, Tapert SF, Cummins K, Thompson WK, Brumback T, Meloy MJ, Jernigan TL, Dale A, Colrain IM, Baker FC, Prouty D, De Bellis MD, Voyvodic JT, Clark DB, Luna B, Chung T, Nagel BJ, Sullivan EV (2015) Adolescent development of cortical and white matter structure in the NCANDA sample: role of sex, ethnicity, puberty, and alcohol drinking. Cereb Cortex. doi:10.​1093/​cercor/​bhv205
Zurück zum Zitat Pohl KM, Sullivan EV, Rohlfing T, Chu W, Kwon D, Nichols BN, Zhang Y, Brown SA, Tapert SF, Cummins K, Thompson WK, Brumback T, Colrain IM, Baker FC, Prouty D, De Bellis MD, Voyvodic JT, Clark DB, Schirda C, Nagel BJ, Pfefferbaum A (2016) Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study. Neuroimage 130:194–213. doi:10.1016/j.neuroimage.2016.01.061 PubMedPubMedCentralCrossRef Pohl KM, Sullivan EV, Rohlfing T, Chu W, Kwon D, Nichols BN, Zhang Y, Brown SA, Tapert SF, Cummins K, Thompson WK, Brumback T, Colrain IM, Baker FC, Prouty D, De Bellis MD, Voyvodic JT, Clark DB, Schirda C, Nagel BJ, Pfefferbaum A (2016) Harmonizing DTI measurements across scanners to examine the development of white matter microstructure in 803 adolescents of the NCANDA study. Neuroimage 130:194–213. doi:10.​1016/​j.​neuroimage.​2016.​01.​061 PubMedPubMedCentralCrossRef
Zurück zum Zitat Preacher KJ, Rucker DD, Hayes AF (2007) Addressing moderated mediation hypotheses: theory, methods, and prescriptions. Multivar Behav Res 42(1):185–227CrossRef Preacher KJ, Rucker DD, Hayes AF (2007) Addressing moderated mediation hypotheses: theory, methods, and prescriptions. Multivar Behav Res 42(1):185–227CrossRef
Zurück zum Zitat Steriade M, McCarley R (2005) Brain control of wakefulness and sleeping. Springer, New York Steriade M, McCarley R (2005) Brain control of wakefulness and sleeping. Springer, New York
Zurück zum Zitat Steriade M, Contreras D, Curro Dossi R, Nunez A (1993a) The slow (< 1 Hz) oscillation in reticular thalamic and thalamocortical neurons: scenario of sleep rhythm generation in interacting thalamic and neocortical networks. J Neurosci 13(8):3284–3299PubMed Steriade M, Contreras D, Curro Dossi R, Nunez A (1993a) The slow (< 1 Hz) oscillation in reticular thalamic and thalamocortical neurons: scenario of sleep rhythm generation in interacting thalamic and neocortical networks. J Neurosci 13(8):3284–3299PubMed
Zurück zum Zitat Steriade M, Nunez A, Amzica F (1993b) Intracellular analysis of relations between the slow (<1 Hz) neocortical oscillation and other sleep rhythms of the electroencephalogram. J Neurosci 13(8):3266–3283PubMed Steriade M, Nunez A, Amzica F (1993b) Intracellular analysis of relations between the slow (<1 Hz) neocortical oscillation and other sleep rhythms of the electroencephalogram. J Neurosci 13(8):3266–3283PubMed
Zurück zum Zitat Steriade M, Nunez A, Amzica F (1993c) A novel slow (< 1 Hz) oscillation of neocortical neurons in vivo: depolarizing and hyperpolarizing components. J Neurosci 13(8):3252–3265PubMed Steriade M, Nunez A, Amzica F (1993c) A novel slow (< 1 Hz) oscillation of neocortical neurons in vivo: depolarizing and hyperpolarizing components. J Neurosci 13(8):3252–3265PubMed
Zurück zum Zitat Steriade M, Timofeev I, Grenier F (2001) Natural waking and sleep states: a view from inside neocortical neurons. J Neurophysiol 85(5):1969–1985PubMedCrossRef Steriade M, Timofeev I, Grenier F (2001) Natural waking and sleep states: a view from inside neocortical neurons. J Neurophysiol 85(5):1969–1985PubMedCrossRef
Zurück zum Zitat Sullivan EV, Brumback T, Tapert SF, Fama R, Prouty D, Brown SA, Cummins K, Thompson WK, Colrain IM, Baker FC, De Bellis MD, Hooper SR, Clark DB, Chung T, Nagel BJ, Nichols BN, Rohlfing T, Chu W, Pohl KM, Pfefferbaum A (2016) Cognitive, emotion control, and motor performance of adolescents in the NCANDA study: contributions from alcohol consumption, age, sex, ethnicity, and family history of addiction. Neuropsychology 30(4):449–473. doi:10.1037/neu0000259 PubMedPubMedCentralCrossRef Sullivan EV, Brumback T, Tapert SF, Fama R, Prouty D, Brown SA, Cummins K, Thompson WK, Colrain IM, Baker FC, De Bellis MD, Hooper SR, Clark DB, Chung T, Nagel BJ, Nichols BN, Rohlfing T, Chu W, Pohl KM, Pfefferbaum A (2016) Cognitive, emotion control, and motor performance of adolescents in the NCANDA study: contributions from alcohol consumption, age, sex, ethnicity, and family history of addiction. Neuropsychology 30(4):449–473. doi:10.​1037/​neu0000259 PubMedPubMedCentralCrossRef
Zurück zum Zitat Whitaker KJ, Vertes PE, Romero-Garcia R, Vasa F, Moutoussis M, Prabhu G, Weiskopf N, Callaghan MF, Wagstyl K, Rittman T, Tait R, Ooi C, Suckling J, Inkster B, Fonagy P, Dolan RJ, Jones PB, Goodyer IM, Bullmore ET (2016) Adolescence is associated with genomically patterned consolidation of the hubs of the human brain connectome. Proc Natl Acad Sci USA 113(32):9105–9110. doi:10.1073/pnas.1601745113 PubMedPubMedCentralCrossRef Whitaker KJ, Vertes PE, Romero-Garcia R, Vasa F, Moutoussis M, Prabhu G, Weiskopf N, Callaghan MF, Wagstyl K, Rittman T, Tait R, Ooi C, Suckling J, Inkster B, Fonagy P, Dolan RJ, Jones PB, Goodyer IM, Bullmore ET (2016) Adolescence is associated with genomically patterned consolidation of the hubs of the human brain connectome. Proc Natl Acad Sci USA 113(32):9105–9110. doi:10.​1073/​pnas.​1601745113 PubMedPubMedCentralCrossRef
Metadaten
Titel
The mediating role of cortical thickness and gray matter volume on sleep slow-wave activity during adolescence
verfasst von
Aimée Goldstone
Adrian R. Willoughby
Massimiliano de Zambotti
Peter L. Franzen
Dongjin Kwon
Kilian M. Pohl
Adolf Pfefferbaum
Edith V. Sullivan
Eva M. Müller-Oehring
Devin E. Prouty
Brant P. Hasler
Duncan B. Clark
Ian M. Colrain
Fiona C. Baker
Publikationsdatum
14.09.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Brain Structure and Function / Ausgabe 2/2018
Print ISSN: 1863-2653
Elektronische ISSN: 1863-2661
DOI
https://doi.org/10.1007/s00429-017-1509-9

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