164
Views
3
CrossRef citations to date
0
Altmetric
Original Research

Topological Regularization of Networks in Adult Patients with Moderate-to-Severe Obstructive Sleep Apnea-Hypopnea Syndrome: A Structural MRI Study

, , , , , & show all
Pages 333-345 | Published online: 08 Jun 2020

References

  • Daulatzai MA. Evidence of neurodegeneration in obstructive sleep apnea: relationship between obstructive sleep apnea and cognitive dysfunction in the elderly. J Neurosci Res. 2015;93(12):1778–1794. doi:10.1002/jnr.23634
  • Young T, Peppard PE, Gottlieb DJ. Epidemiology of obstructive sleep apnea: a population health perspective. Am J Respir Crit Care Med. 2002;165(9):1217–1239. doi:10.1164/rccm.2109080
  • Pavlova MK, Duffy JF, Shea SA. Polysomnographic respiratory abnormalities in asymptomatic individuals. Sleep. 2008;31(2):241–248. doi:10.1093/sleep/31.2.241
  • Rodenstein D. Sleep apnea: traffic and occupational accidents–individual risks, socioeconomic and legal implications. Respiration. 2009;78(3):241–248. doi:10.1159/000222811
  • Cano-Pumarega I, Duran-Cantolla J, Aizpuru F, et al. Obstructive sleep apnea and systemic hypertension: longitudinal study in the general population: the vitoria sleep cohort. Am J Respir Crit Care Med. 2011;184(11):1299–1304. doi:10.1164/rccm.201101-0130OC
  • Marin JM, Carrizo SJ, Vicente E, Agusti AG. Long-term cardiovascular outcomes in men with obstructive sleep apnoea-hypopnoea with or without treatment with continuous positive airway pressure: an observational study. Lancet. 2005;365(9464):1046–1053. doi:10.1016/S0140-6736(05)71141-7
  • Nannapaneni S, Ramar K, Surani S. Effect of obstructive sleep apnea on type 2 diabetes mellitus: a comprehensive literature review. World J Diabetes. 2013;4(6):238–244. doi:10.4239/wjd.v4.i6.238
  • Yaggi HK, Concato J, Kernan WN, Lichtman JH, Brass LM, Mohsenin V. Obstructive sleep apnea as a risk factor for stroke and death. N Engl J Med. 2005;353(19):2034–2041. doi:10.1056/NEJMoa043104
  • Abrams B. Add alzheimer’s to the list of sleep apnea consequences. Med Hypotheses. 2005;65(6):1201–1202. doi:10.1016/j.mehy.2005.06.014
  • Olaithe M, Bucks RS, Hillman DR, Eastwood PR. Cognitive deficits in obstructive sleep apnea: insights from a meta-review and comparison with deficits observed in COPD, insomnia, and sleep deprivation. Sleep Med Rev. 2018;38:39–49. doi:10.1016/j.smrv.2017.03.005
  • Martin MS, Sforza E, Roche F, Barthelemy JC, Thomas-Anterion C. group Ps: sleep breathing disorders and cognitive function in the elderly: an 8-year follow-up study. the proof-synapse cohort. Sleep. 2015;38(2):179–187. doi:10.5665/sleep.4392
  • Bucks RS, Olaithe M, Eastwood P. Neurocognitive function in obstructive sleep apnoea: a meta-review. Respirology. 2013;18(1):61–70. doi:10.1111/j.1440-1843.2012.02255.x
  • Celle S, Delon-Martin C, Roche F, Barthelemy JC, Pepin JL, Dojat M. Desperately seeking grey matter volume changes in sleep apnea: a methodological review of magnetic resonance brain voxel-based morphometry studies. Sleep Med Rev. 2016;25:112–120. doi:10.1016/j.smrv.2015.03.001
  • Tahmasian M, Rosenzweig I, Eickhoff SB, et al. Structural and functional neural adaptations in obstructive sleep apnea: an activation likelihood estimation meta-analysis. Neurosci Biobehav Rev. 2016;65:142–156. doi:10.1016/j.neubiorev.2016.03.026
  • Weng HH, Tsai YH, Chen CF, et al. Mapping gray matter reductions in obstructive sleep apnea: an activation likelihood estimation meta-analysis. Sleep. 2014;37(1):167–175. doi:10.5665/sleep.3330
  • Macey PM, Henderson LA, Macey KE, et al. Brain morphology associated with obstructive sleep apnea. Am J Respir Crit Care Med. 2002;166(10):1382–1387. doi:10.1164/rccm.200201-050OC
  • Morrell MJ, Twigg G. Neural consequences of sleep disordered breathing: the role of intermittent hypoxia. Adv Exp Med Biol. 2006;588:75–88.
  • Joo EY, Jeon S, Kim ST, Lee JM, Hong SB. Localized cortical thinning in patients with obstructive sleep apnea syndrome. Sleep. 2013;36(8):1153–1162. doi:10.5665/sleep.2876
  • O’Donoghue FJ, Briellmann RS, Rochford PD, et al. Cerebral structural changes in severe obstructive sleep apnea. Am J Respir Crit Care Med. 2005;171(10):1185–1190. doi:10.1164/rccm.200406-738OC
  • Baril AA, Gagnon K, Brayet P, et al. Gray matter hypertrophy and thickening with obstructive sleep apnea in middle-aged and older adults. Am J Respir Crit Care Med. 2017;195(11):1509–1518. doi:10.1164/rccm.201606-1271OC
  • Sporns O, Tononi G, Kotter R. The human connectome: a structural description of the human brain. PLoS Comput Biol. 2005;1(4):e42. doi:10.1371/journal.pcbi.0010042
  • Park B, Palomares JA, Woo MA, et al. Disrupted functional brain network organization in patients with obstructive sleep apnea. Brain Behav. 2016;6(3):e00441. doi:10.1002/brb3.441
  • Chen LT, Fan XL, Li HJ, et al. Disrupted small-world brain functional network topology in male patients with severe obstructive sleep apnea revealed by resting-state fMRI. Neuropsychiatr Dis Treat. 2017;13:1471–1482. doi:10.2147/NDT.S135426
  • Chen L, Fan X, Li H, et al. Topological reorganization of the default mode network in severe male obstructive sleep apnea. Front Neurol. 2018;9:363. doi:10.3389/fneur.2018.00363
  • Chen LT, Fan XL, Li HJ, et al. Aberrant brain functional connectome in patients with obstructive sleep apnea. Neuropsychiatr Dis Treat. 2018;14:1059–1070. doi:10.2147/NDT.S161085
  • Luo YG, Wang D, Liu K, et al. Brain structure network analysis in patients with obstructive sleep apnea. PLoS One. 2015;10(9):e0139055. doi:10.1371/journal.pone.0139055
  • Samakouri M, Bouhos G, Kadoglou M, Giantzelidou A, Tsolaki K, Livaditis M. Standardization of the greek version of Zung’s self-rating anxiety scale (SAS). Psychiatriki. 2012;23(3):212–220.
  • Zung WW, Richards CB, Short MJ. Self-rating depression scale in an outpatient clinic. Further validation of the SDS. Arch Gen Psychiatry. 1965;13(6):508–515. doi:10.1001/archpsyc.1965.01730060026004
  • Chung KF. Use of the epworth sleepiness scale in Chinese patients with obstructive sleep apnea and normal hospital employees. J Psychosom Res. 2000;49(5):367–372. doi:10.1016/S0022-3999(00)00186-0
  • Smith T, Gildeh N, Holmes C. The Montreal cognitive assessment: validity and utility in a memory clinic setting. Can J Psychiatry. 2007;52(5):329–332. doi:10.1177/070674370705200508
  • Cao C, Liu W, Zhang Q, et al. Irregular structural networks of gray matter in patients with type 2 diabetes mellitus. Brain Imaging Behav. 2019. doi:10.1007/s11682-019-00070-2
  • He Y, Chen ZJ, Evans AC. Small-world anatomical networks in the human brain revealed by cortical thickness from MRI. Cereb Cortex. 2007;17(10):2407–2419. doi:10.1093/cercor/bhl149
  • Hosseini SM, Hoeft F, Kesler SR, Lambiotte R. GAT: a graph-theoretical analysis toolbox for analyzing between-group differences in large-scale structural and functional brain networks. PLoS One. 2012;7(7):e40709. doi:10.1371/journal.pone.0040709
  • Rubinov M, Sporns O. Complex network measures of brain connectivity: uses and interpretations. Neuroimage. 2010;52(3):1059–1069. doi:10.1016/j.neuroimage.2009.10.003
  • Bullmore E, Sporns O. Complex brain networks: graph theoretical analysis of structural and functional systems. Nat Rev Neurosci. 2009;10(3):186–198. doi:10.1038/nrn2575
  • Watts DJ, Strogatz SH. Collective dynamics of ‘small-world’ networks. Nature. 1998;393(6684):440–442. doi:10.1038/30918
  • Lou C, Duan X, Altarelli I, Sweeney JA, Ramus F, Zhao J. White matter network connectivity deficits in developmental dyslexia. Hum Brain Mapp. 2019;40(2):505–516. doi:10.1002/hbm.24390
  • Latora V, Marchiori M. Efficient behavior of small-world networks. Phys Rev Lett. 2001;87(19):198701. doi:10.1103/PhysRevLett.87.198701
  • Bernhardt BC, Chen Z, He Y, Evans AC, Bernasconi N. Graph-theoretical analysis reveals disrupted small-world organization of cortical thickness correlation networks in temporal lobe epilepsy. Cereb Cortex. 2011;21(9):2147–2157. doi:10.1093/cercor/bhq291
  • Hosseini SM, Mazaika P, Mauras N, et al. Diabetes research in children N: altered integration of structural covariance networks in young children with type 1 diabetes. Hum Brain Mapp. 2016;37(11):4034–4046. doi:10.1002/hbm.23293
  • Bassett DS, Bullmore E, Verchinski BA, Mattay VS, Weinberger DR, Meyer-Lindenberg A. Hierarchical organization of human cortical networks in health and schizophrenia. J Neurosci. 2008;28(37):9239–9248. doi:10.1523/JNEUROSCI.1929-08.2008
  • He Y, Chen Z, Evans A. Structural insights into aberrant topological patterns of large-scale cortical networks in alzheimer’s disease. J Neurosci. 2008;28(18):4756–4766. doi:10.1523/JNEUROSCI.0141-08.2008
  • Liang XWJH, He Y. Human connectome: structural and functional brain networks (in Chinese). Chinese Sci Bull (Chinese Ver). 2010;55(55):1565–1583. doi:10.1360/972009-2150
  • Niu R, Lei D, Chen F, et al. Reduced local segregation of single-subject gray matter networks in adult PTSD. Hum Brain Mapp. 2018;39(12):4884–4892. doi:10.1002/hbm.24330
  • Strogatz SH. Exploring complex networks. Nature. 2001;410(6825):268–276. doi:10.1038/35065725
  • Seghier ML. The angular gyrus: multiple functions and multiple subdivisions. Neuroscientist. 2013;19(1):43–61. doi:10.1177/1073858412440596
  • Peng DC, Dai XJ, Gong HH, Li HJ, Nie X, Zhang W. Altered intrinsic regional brain activity in male patients with severe obstructive sleep apnea: a resting-state functional magnetic resonance imaging study. Neuropsychiatr Dis Treat. 2014;10:1819–1826. doi:10.2147/NDT.S67805
  • Critchley HD, Mathias CJ, Josephs O, et al. Human cingulate cortex and autonomic control: converging neuroimaging and clinical evidence. Brain. 2003;126(Pt 10):2139–2152. doi:10.1093/brain/awg216
  • Frysinger RC, Harper RM. Cardiac and respiratory relationships with neural discharge in the anterior cingulate cortex during sleep-walking states. Exp Neurol. 1986;94(2):247–263. doi:10.1016/0014-4886(86)90100-7
  • Chou PS, Chen SC, Hsu CY, et al. medicine LCJJoc: compensatory neural recruitment for error-related cerebral activity in patients with moderate-to-severe obstructive sleep apnea. J Clin Med. 2019;8(7):1077.
  • Joo EY, Tae WS, Lee MJ, et al. Reduced brain gray matter concentration in patients with obstructive sleep apnea syndrome. Sleep. 2010;33(2):235–241. doi:10.1093/sleep/33.2.235
  • Kaiser M, Hilgetag CC. Edge vulnerability in neural and metabolic networks. Biol Cybern. 2004;90(5):311–317. doi:10.1007/s00422-004-0479-1
  • Achard S, Salvador R, Whitcher B, Suckling J, Bullmore E. A resilient, low-frequency, small-world human brain functional network with highly connected association cortical hubs. J Neurosci. 2006;26(1):63–72. doi:10.1523/JNEUROSCI.3874-05.2006
  • Achard S, Bullmore E, Friston KJ. Efficiency and cost of economical brain functional networks. PLoS Comput Biol. 2007;3(2):e17. doi:10.1371/journal.pcbi.0030017