Functional Connectivity of White Matter and Its Association with Sleep Quality

References

• Killgore WDS. Effects of sleep deprivation on cognition. In: Kerkhof GA, Dongen H, editors. Progress in Brain Research. Vol. 185. Elsevier; 2010:105–129.
   Google Scholar
• Lowe CJ, Safati A, Hall PA. The neurocognitive consequences of sleep restriction: a meta-analytic review. Neurosci Biobehav Rev. 2017;80:586–604. doi:10.1016/j.neubiorev.2017.07.010
   PubMed Web of Science ®Google Scholar
• Leng Y, Cappuccio FP, Wainwright NWJ, et al. Sleep duration and risk of fatal and nonfatal stroke. Prospective Study Meta-Analysis. 2015;84(11):1072–1079.
   Google Scholar
• Owen JE, Benediktsdottir B, Cook E, Olafsson I, Gislason T, Robinson SR. Alzheimer’s disease neuropathology in the hippocampus and brainstem of people with obstructive sleep apnea. Sleep. 2020;1:53.
   Google Scholar
• Zanini MA, Castro J, Cunha GR, et al. Abnormalities in sleep patterns in individuals at risk for psychosis and bipolar disorder. Schizophr Res. 2015;169(1):262–267. doi:10.1016/j.schres.2015.08.023
   PubMed Web of Science ®Google Scholar
• Kaskie RE, Graziano B, Ferrarelli F. Schizophrenia and sleep disorders: links, risks, and management challenges. Nat Sci Sleep. 2017;9:227–239. doi:10.2147/NSS.S121076
   PubMed Web of Science ®Google Scholar
• Kwok CS, Kontopantelis E, Kuligowski G, et al. Self‐Reported Sleep Duration and Quality and Cardiovascular Disease and Mortality: a Dose‐Response Meta‐Analysis. J Am Heart Assoc. 2018;7(15):e008552. doi:10.1161/JAHA.118.008552
   PubMed Web of Science ®Google Scholar
• Lao XQ, Liu X, Deng H-B, et al. Sleep Quality, Sleep Duration, and the Risk of Coronary Heart Disease: a Prospective Cohort Study With 60,586 Adults. J Clin Sleep Med. 2018;14(1):109–117. doi:10.5664/jcsm.6894
   PubMed Web of Science ®Google Scholar
• Kaufmann T, Elvsåshagen T, Alnæs D, et al. The brain functional connectome is robustly altered by lack of sleep. NeuroImage. 2016;127:324–332. doi:10.1016/j.neuroimage.2015.12.028
   PubMed Web of Science ®Google Scholar
• Areal CC, Warby SC, Mongrain V. Sleep loss and structural plasticity. Curr Opin Neurobiol. 2017;44:1–7. doi:10.1016/j.conb.2016.12.010
   PubMed Web of Science ®Google Scholar
• Besedovsky L, Lange T, Haack M. The sleep-immune crosstalk in health and disease. Physiol Rev. 2019;99(3):1325–1380. doi:10.1152/physrev.00010.2018
   PubMed Web of Science ®Google Scholar
• Bellesi M, Haswell JD, de Vivo L, et al. Myelin modifications after chronic sleep loss in adolescent mice. Sleep. 2018;41(5):zsy034. doi:10.1093/sleep/zsy034
   PubMed Web of Science ®Google Scholar
• Bellesi M, Pfister-Genskow M, Maret S, Keles S, Tononi G, Cirelli C. Effects of sleep and wake on oligodendrocytes and their precursors. J Neurosci. 2013;33(36):14288–14300. doi:10.1523/JNEUROSCI.5102-12.2013
   PubMed Web of Science ®Google Scholar
• Cirelli C, Faraguna U, Tononi G. Changes in brain gene expression after long-term sleep deprivation. J Neurochem. 2006;98(5):1632–1645. doi:10.1111/j.1471-4159.2006.04058.x
   PubMed Web of Science ®Google Scholar
• Sexton CE, Zsoldos E, Filippini N, et al. Associations between self-reported sleep quality and white matter in community-dwelling older adults: a prospective cohort study. Hum Brain Mapp. 2017;38(11):5465–5473. doi:10.1002/hbm.23739
   PubMed Web of Science ®Google Scholar
• Elvsåshagen T, Norbom LB, Pedersen PO, et al. Widespread changes in white matter microstructure after a day of waking and sleep deprivation. PLoS One. 2015;10(5):e0127351. doi:10.1371/journal.pone.0127351
   PubMed Web of Science ®Google Scholar
• Li S, Tian J, Bauer A, et al. Reduced integrity of right lateralized white matter in patients with primary insomnia: a Diffusion-Tensor Imaging Study. Radiology. 2016;280(2):520–528. doi:10.1148/radiol.2016152038
   PubMed Web of Science ®Google Scholar
• Li C, Schreiber J, Bittner N, et al. White Matter Microstructure Underlies the Effects of Sleep Quality and Life Stress on Depression Symptomatology in Older Adults. Front Aging Neurosci. 2020;12:12. doi:10.3389/fnagi.2020.00012
   PubMed Web of Science ®Google Scholar
• Jespersen KV, Stevner A, Fernandes H, et al. Reduced structural connectivity in Insomnia Disorder. J Sleep Res. 2020;29(1):e12901. doi:10.1111/jsr.12901
   PubMed Web of Science ®Google Scholar
• Ogawa S, Lee T-M, Kay AR, Tank DW. Brain magnetic resonance imaging with contrast dependent on blood oxygenation. Proce Nat Acad Sci. 1990;87(24):9868–9872. doi:10.1073/pnas.87.24.9868
   PubMed Web of Science ®Google Scholar
• Chee MWL, Zhou J. Chapter 7 - Functional connectivity and the sleep-deprived brain. In: Van Dongen HPA, Whitney P, Hinson JM, Honn KA, Chee MWL, editors. Progress in Brain Research. Vol. 246. Elsevier; 2019:159–176.
   Google Scholar
• Li C, Fronczek-Poncelet J, Lange D, et al. Impact of acute sleep deprivation on dynamic functional connectivity states. Hum Brain Mapp. 2020;41(4):994–1005. doi:10.1002/hbm.24855
   PubMed Web of Science ®Google Scholar
• Peer M, Nitzan M, Bick AS, Levin N, Arzy S. Evidence for functional networks within the human brain’s white matter. J Neurosci. 2017;37(27):6394–6407. doi:10.1523/JNEUROSCI.3872-16.2017
   PubMed Web of Science ®Google Scholar
• Ding Z, Huang Y, Bailey SK, et al. Detection of synchronous brain activity in white matter tracts at rest and under functional loading. Proce Nat Acad Sci. 2018;115(3):595–600. doi:10.1073/pnas.1711567115
   PubMed Web of Science ®Google Scholar
• Buckner RL, Krienen FM, Yeo BTT. Opportunities and limitations of intrinsic functional connectivity MRI. Nat Neurosci. 2013;16(7):832–837. doi:10.1038/nn.3423
   PubMed Web of Science ®Google Scholar
• Cheng W, Rolls ET, Ruan H, Feng J. Functional Connectivities in the brain that mediate the association between depressive problems and sleep quality. JAMA Psychiatry. 2018;75(10):1052–1061. doi:10.1001/jamapsychiatry.2018.1941
   PubMed Web of Science ®Google Scholar
• Zhou S, Zou G, Xu J, et al. Dynamic functional connectivity states characterize NREM sleep and wakefulness. Hum Brain Mapp. 2019;40(18):5256–5268. doi:10.1002/hbm.24770
   PubMed Web of Science ®Google Scholar
• Sun J, Zhao R, He Z, et al. Abnormal dynamic functional connectivity after sleep deprivation from temporal variability perspective. Hum Brain Mapp. 2022;43(12):3824–3839. doi:10.1002/hbm.25886
   PubMed Web of Science ®Google Scholar
• Fasiello E, Gorgoni M, Scarpelli S, Alfonsi V, Ferini Strambi L, De Gennaro L. Functional connectivity changes in insomnia disorder: a systematic review. Sleep Med Rev. 2022;61:101569. doi:10.1016/j.smrv.2021.101569
   PubMed Web of Science ®Google Scholar
• Zuo XN, Di Martino A, Kelly C, et al. The oscillating brain: complex and reliable. Neuroimage. 2010;49(2):1432–1445. doi:10.1016/j.neuroimage.2009.09.037
   PubMed Web of Science ®Google Scholar
• Yang Y, Wang S, Liu J, et al. Changes in white matter functional networks during wakefulness and sleep. Hum Brain Mapp. 2022;43(14):4383–4396. doi:10.1002/hbm.25961
   PubMed Web of Science ®Google Scholar
• Van Essen DC, Smith SM, Barch DM, Behrens TEJ, Yacoub E, Ugurbil K. The WU-Minn Human Connectome Project: an overview. NeuroImage. 2013;80:62–79. doi:10.1016/j.neuroimage.2013.05.041
   PubMed Web of Science ®Google Scholar
• Buysse DJ, Reynolds CF, Monk TH, Berman SR, Kupfer DJ. The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research. Psychiatry Res. 1989;28(2):193–213. doi:10.1016/0165-1781(89)90047-4
   PubMed Web of Science ®Google Scholar
• Glasser MF, Sotiropoulos SN, Wilson JA, et al. The minimal preprocessing pipelines for the Human Connectome Project. Neuroimage. 2013;80:105–124. doi:10.1016/j.neuroimage.2013.04.127
   PubMed Web of Science ®Google Scholar
• Behzadi Y, Restom K, Liau J, Liu TT. A component based noise correction method (CompCor) for BOLD and perfusion based fMRI. NeuroImage. 2007;37(1):90–101. doi:10.1016/j.neuroimage.2007.04.042
   PubMed Web of Science ®Google Scholar
• Buzsáki G, Draguhn A. Neuronal oscillations in cortical networks. Science. 2004;304(5679):1926–1929. doi:10.1126/science.1099745
   PubMed Web of Science ®Google Scholar
• Jiang Y, Luo C, Li X, et al. White-matter functional networks changes in patients with schizophrenia. NeuroImage. 2019;190:172–181. doi:10.1016/j.neuroimage.2018.04.018
   PubMed Web of Science ®Google Scholar
• Yeo BT, Krienen FM, Sepulcre J, et al. The organization of the human cerebral cortex estimated by intrinsic functional connectivity. J Neurophysiol. 2011;106(3):1125–1165. doi:10.1152/jn.00338.2011
   PubMed Web of Science ®Google Scholar
• Power JD, Cohen AL, Nelson SM, et al. Functional network organization of the human brain. Neuron. 2011;72(4):665–678. doi:10.1016/j.neuron.2011.09.006
   PubMed Web of Science ®Google Scholar
• Ji JL, Spronk M, Kulkarni K, Repovš G, Anticevic A, Cole MW. Mapping the human brain’s cortical-subcortical functional network organization. Neuroimage. 2019;185:35–57. doi:10.1016/j.neuroimage.2018.10.006
   PubMed Web of Science ®Google Scholar
• Grajauskas LA, Frizzell T, Song X, D’Arcy RCN. White Matter fMRI Activation Cannot Be Treated as a Nuisance Regressor: overcoming a Historical Blind Spot. Front Neurosci. 2019;13. doi:10.3389/fnins.2019.01024
   PubMed Web of Science ®Google Scholar
• Schilling KG, Li M, Rheault F, et al. Anomalous and heterogeneous characteristics of the BOLD hemodynamic response function in white matter. Cerebral Cortex Commun. 2022;3(3). doi:10.1093/texcom/tgac035
   PubMedGoogle Scholar
• Li M, Newton AT, Anderson AW, Ding Z, Gore JC. Characterization of the hemodynamic response function in white matter tracts for event-related fMRI. Nat Commun. 2019;10(1):1140. doi:10.1038/s41467-019-09076-2
   PubMedGoogle Scholar
• Li M, Gao Y, Ding Z, Gore JC. Power spectra reveal distinct BOLD resting-state time courses in white matter. Proce Nat Acad Sci. 2021;118(44):e2103104118. doi:10.1073/pnas.2103104118
   PubMed Web of Science ®Google Scholar
• Khalsa S, Hale JR, Goldstone A, et al. Habitual sleep durations and subjective sleep quality predict white matter differences in the human brain. Neurobiol Sleep Circadian Rhythms. 2017;3:17–25. doi:10.1016/j.nbscr.2017.03.001
   PubMedGoogle Scholar
• Yang Y, Zhu D, Zhang C, et al. Brain Structural and Functional Alterations Specific to Low Sleep Efficiency in Major Depressive Disorder. Front Neurosci. 2020;14. doi:10.3389/fnins.2020.00050
   Web of Science ®Google Scholar
• Stave EA, De Bellis MD, Hooper SR, Woolley DP, Chang SK, Chen SD. Dimensions of Attention Associated With the Microstructure of Corona Radiata White Matter. J Child Neurol. 2017;32(5):458–466. doi:10.1177/0883073816685652
   PubMed Web of Science ®Google Scholar
• Thillainadesan S, Wen W, Zhuang L, et al. Changes in mild cognitive impairment and its subtypes as seen on diffusion tensor imaging. Int Psychogeriatrics. 2012;24(9):1483–1493. doi:10.1017/S1041610212000270
   PubMed Web of Science ®Google Scholar
• de Zeeuw P, Mandl RCW, Hulshoff Pol HE, van Engeland H, Durston S. Decreased frontostriatal microstructural organization in attention deficit/hyperactivity disorder. Hum Brain Mapp. 2012;33(8):1941–1951. doi:10.1002/hbm.21335
   PubMed Web of Science ®Google Scholar
• Gent TC, Bassetti CLA, Adamantidis AR. Sleep-wake control and the thalamus. Curr Opin Neurobiol. 2018;52:188–197. doi:10.1016/j.conb.2018.08.002
   PubMed Web of Science ®Google Scholar
• Stoffers D, Altena E, van der Werf YD, et al. The caudate: a key node in the neuronal network imbalance of insomnia? Brain. 2014;137(Pt 2):610–620. doi:10.1093/brain/awt329
   PubMed Web of Science ®Google Scholar
• Jones NF, Ikuta T. Sleep duration is associated with Caudate volume and executive function. Brain Imaging Behav. 2022;16(6):2601–2607. doi:10.1007/s11682-022-00715-9
   PubMed Web of Science ®Google Scholar
• Haber SN. The primate basal ganglia: parallel and integrative networks. J Chem Neuroanat. 2003;26(4):317–330. doi:10.1016/j.jchemneu.2003.10.003
   PubMed Web of Science ®Google Scholar
• Koo DL, Shin J-H, Lim J-S, Seong J-K, Joo EY. Changes in subcortical shape and cognitive function in patients with chronic insomnia. Sleep Med. 2017;35:23–26. doi:10.1016/j.sleep.2017.04.002
   PubMed Web of Science ®Google Scholar
• Wang R-F, Li Y-P, Zhang H-Y, et al. Sleep benefit in patients with Parkinson’s disease is associated with the dopamine transporter expression in putamen. Brain Res. 2023;1802:148173. doi:10.1016/j.brainres.2022.148173
   PubMed Web of Science ®Google Scholar
• Qiu M-H, Vetrivelan R, Fuller PM, Lu J. Basal ganglia control of sleep–wake behavior and cortical activation. Eur J Neurosci. 2010;31(3):499–507. doi:10.1111/j.1460-9568.2009.07062.x
   PubMed Web of Science ®Google Scholar
• Brady RO, Gonsalvez I, Lee I, et al. Cerebellar-Prefrontal Network Connectivity and Negative Symptoms in Schizophrenia. Am J Psychiatry. 2019;176(7):512–520. doi:10.1176/appi.ajp.2018.18040429
   PubMed Web of Science ®Google Scholar
• Cao H. Prefrontal-cerebellar dynamics during post-success and post-error cognitive controls in major psychiatric disorders. Psychol Med. 2022;1–8. doi:10.1017/S0033291722001829
   PubMed Web of Science ®Google Scholar
• Bosch OG, Rihm JS, Scheidegger M, et al. Sleep deprivation increases dorsal nexus connectivity to the dorsolateral prefrontal cortex in humans. Proce Nat Acad Sci. 2013;110(48):19597–19602. doi:10.1073/pnas.1317010110
   PubMed Web of Science ®Google Scholar
• Xu W, De Carvalho F, Clarke AK, Jackson A. Communication from the cerebellum to the neocortex during sleep spindles. Prog Neurobiol. 2021;199:101940. doi:10.1016/j.pneurobio.2020.101940
   PubMed Web of Science ®Google Scholar
• Popa D, Spolidoro M, Proville RD, Guyon N, Belliveau L, Léna C. Functional role of the cerebellum in gamma-band synchronization of the sensory and motor cortices. J Neurosci. 2013;33(15):6552–6556. doi:10.1523/JNEUROSCI.5521-12.2013
   PubMed Web of Science ®Google Scholar
• Canto CB, Onuki Y, Bruinsma B, van der Werf YD, De Zeeuw CI. The Sleeping Cerebellum. Trends Neurosci. 2017;40(5):309–323. doi:10.1016/j.tins.2017.03.001
   PubMed Web of Science ®Google Scholar
• Banks S, Dinges DF. Behavioral and Physiological Consequences of Sleep Restriction. J Clin Sleep Med. 2007;03(05):519–528. doi:10.5664/jcsm.26918
   Google Scholar
• Zhu Y, Wang L, Xi Y, et al. White Matter Microstructural Properties are Related to Inter-Individual Differences in Cognitive Instability after Sleep Deprivation. Neuroscience. 2017;365:206–216. doi:10.1016/j.neuroscience.2017.09.047
   PubMed Web of Science ®Google Scholar