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Recent Advances on Resting State Functional Abnormalities of the Default Mode Network in Social Anxiety Disorder

사회불안장애에서 내정상태회로의 휴지기 기능 이상에 관한 최신 지견

  • Yoon, Hyung-Jun (Department of Psychiatry, Chosun University College of Medicine) ;
  • Seo, Eun Hyun (Premedical Science, Chosun University College of Medicine) ;
  • Kim, Seung-Gon (Department of Psychiatry, Chosun University College of Medicine)
  • 윤형준 (조선대학교 의과대학 정신건강의학교실) ;
  • 서은현 (조선대학교 의과대학 의예과) ;
  • 김승곤 (조선대학교 의과대학 정신건강의학교실)
  • Received : 2018.05.25
  • Accepted : 2018.09.28
  • Published : 2018.10.31

Abstract

It has been suggested that aberrant self-referential processing (SRP) is one of the important components of the explanatory models of social anxiety disorder (SAD). The default mode network (DMN), which reflects intrinsic brain functions, is known to play a critical role in SRP. Recently, resting state functional magnetic resonance imaging (fMRI) research on the functional connectivity in the brain network has gained greater attention as a tool to elucidate the neurobiological basis of various psychiatric disorders. We reviewed resting state fMRI studies that investigated the resting state functional connectivity (RSFC) of the DMN in SAD. Despite of the heterogeneity of the analytic methods and occasional negative findings, most studies consistently reported abnormalities of RSFC within the DMN, suggesting that the DMN may be significant neural correlates of aberrant SRP in SAD. Also, changes in RSFC of the DMN are associated with clinical improvements of therapeutic interventions. Moreover, emerging findings provide the basis for potential use of RSFC as a complementary method in diagnosis of SAD. Ongoing and future research to investigate RSFC of the DMN could broaden our understanding regarding the neurobiological basis of SAD, and contribute to the development of novel treatments for SAD.

Keywords

References

  1. Kessler RC, Berglund P, Demler O, Jin R, Merikangas KR, Walters EE. Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the National Comorbidity Survey Replication. Arch Gen Psychiatry 2005;62:593-602. https://doi.org/10.1001/archpsyc.62.6.593
  2. Sadock BJ, Sadock VA, Ruiz P. Kaplan & Sadock's synopsis of psychiatry:behavioral sciences/clinical psychiatry. Wolters Kluwer/Lippincott Williams & Wilkins, Philadelphia; London, 2015.
  3. American Psychiatric Association. American Psychiatric Association. DSM-5 Task Force. Diagnostic and statistical manual of mental disorders: DSM-5. American Psychiatric Association, Washington, D.C., 2013.
  4. Stein MB, Kean YM. Disability and quality of life in social phobia:epidemiologic findings. Am J Psychiatry 2000;157:1606-1613. https://doi.org/10.1176/appi.ajp.157.10.1606
  5. Freitas-Ferrari MC, Hallak JE, Trzesniak C, Filho AS, Machadode-Sousa JP, Chagas MH, et al. Neuroimaging in social anxiety disorder: a systematic review of the literature. Prog Neuropsychopharmacol Biol Psychiatry 2010;34:565-580. https://doi.org/10.1016/j.pnpbp.2010.02.028
  6. Bruhl AB, Delsignore A, Komossa K, Weidt S. Neuroimaging in social anxiety disorder-a meta-analytic review resulting in a new neurofunctional model. Neurosci Biobehav Rev 2014;47:260-280. https://doi.org/10.1016/j.neubiorev.2014.08.003
  7. Gentili C, Gobbini MI, Ricciardi E, Vanello N, Pietrini P, Haxby JV, et al. Differential modulation of neural activity throughout the distributed neural system for face perception in patients with Social Phobia and healthy subjects. Brain Res Bull 2008;77:286-292. https://doi.org/10.1016/j.brainresbull.2008.08.003
  8. Sareen J, Campbell DW, Leslie WD, Malisza KL, Stein MB, Paulus MP, et al. Striatal function in generalized social phobia: a functional magnetic resonance imaging study. Biol Psychiatry 2007;61:396-404. https://doi.org/10.1016/j.biopsych.2006.05.043
  9. Tillfors M, Furmark T, Marteinsdottir I, Fredrikson M. Cerebral blood flow during anticipation of public speaking in social phobia: a PET study. Biol Psychiatry 2002;52:1113-1119. https://doi.org/10.1016/S0006-3223(02)01396-3
  10. Fox MD, Snyder AZ, Vincent JL, Corbetta M, Van Essen DC, Raichle ME. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci U S A 2005;102:9673-9678. https://doi.org/10.1073/pnas.0504136102
  11. Chou YH, Panych LP, Dickey CC, Petrella JR, Chen NK. Investigation of long-term reproducibility of intrinsic connectivity network mapping: a resting-state fMRI study. AJNR Am J Neuroradiol 2012;33:833-838. https://doi.org/10.3174/ajnr.A2894
  12. Woodward ND, Cascio CJ. Resting-state functional connectivity in psychiatric disorders. JAMA Psychiatry 2015;72:743-744. https://doi.org/10.1001/jamapsychiatry.2015.0484
  13. Cavanna AE, Trimble MR. The precuneus: a review of its functional anatomy and behavioural correlates. Brain 2006;129:564-583. https://doi.org/10.1093/brain/awl004
  14. Hu ML, Zong XF, Mann JJ, Zheng JJ, Liao YH, Li ZC, et al. A review of the functional and anatomical default mode network in schizophrenia. Neurosci Bull 2017;33:73-84. https://doi.org/10.1007/s12264-016-0090-1
  15. Guo W, Liu F, Zhang J, Zhang Z, Yu L, Liu J, et al. Abnormal default-mode network homogeneity in first-episode, drug-naive major depressive disorder. PLoS One 2014;9:e91102. https://doi.org/10.1371/journal.pone.0091102
  16. Badhwar A, Tam A, Dansereau C, Orban P, Hoffstaedter F, Bellec P. Resting-state network dysfunction in Alzheimer's disease: A systematic review and meta-analysis. Alzheimers Dement (Amst) 2017;8:73-85.
  17. Gaebler M, Daniels JK, Lamke JP, Fydrich T, Walter H. Behavioural and neural correlates of self-focused emotion regulation in social anxiety disorder. J Psychiatry Neurosci 2014;39:249-258. https://doi.org/10.1503/jpn.130080
  18. Jazaieri H, Morrison AS, Goldin PR, Gross JJ. The role of emotion and emotion regulation in social anxiety disorder. Curr Psychiatry Rep 2015;17:531. https://doi.org/10.1007/s11920-014-0531-3
  19. Fenigstein A, Scheier MF, Buss AH. Public and private self-consciousness:assessment and theory. J Consult Clin Psychol 1975;43:522-527. https://doi.org/10.1037/h0076760
  20. Blair K, Geraci M, Devido J, McCaffrey D, Chen G, Vythilingam M, et al. Neural response to self-and other referential praise and criticism in generalized social phobia. Arch Gen Psychiatry 2008;65:1176-1184. https://doi.org/10.1001/archpsyc.65.10.1176
  21. Goldin P, Ramel W, Gross J. Mindfulness meditation training and self-referential processing in social anxiety disorder: Behavioral and Neural Effects. J Cogn Psychother 2009;23:242-257. https://doi.org/10.1891/0889-8391.23.3.242
  22. Yoon HJ, Kim JS, Shin YB, Choi SH, Lee SK, Kim JJ. Neural activity during self-referential working memory and the underlying role of the amygdala in social anxiety disorder. Neurosci Lett 2016;627:139-147. https://doi.org/10.1016/j.neulet.2016.05.068
  23. Stein DJ. Social anxiety disorder and the psychobiology of self-consciousness. Front Hum Neurosci 2015;9:489.
  24. van den Heuvel MP, Hulshiff Pol HE. Exploring the brain network:a review on resting-state fMRI functional connectivity. Eur Neuropsychopharmacol 2010;20:519-534. https://doi.org/10.1016/j.euroneuro.2010.03.008
  25. Beckmann CF, DeLuca M, Devlin JT, Smith SM. Investigations into resting-state connectivity using independent component analysis. Philos Trans R Soc Lond B Biol Sci 2005;360:1001-1013. https://doi.org/10.1098/rstb.2005.1634
  26. Lee MH, Smyser CD, Shimony JS. Resting-state fMRI: a review of methods and clinical applications. AJNR Am J Neuroradiol 2013;34:1866-1872. https://doi.org/10.3174/ajnr.A3263
  27. Wang L, Song M, Jiang T, Zhang Y, Yu C. Regional homogeneity of the resting-state brain activity correlates with individual intelligence. Neurosci Lett 2011;488:275-278. https://doi.org/10.1016/j.neulet.2010.11.046
  28. Zang Y, Jiang T, Lu Y, He Y, Tian L. Regional homogeneity approach to fMRI data analysis. Neuroimage 2004;22:394-400. https://doi.org/10.1016/j.neuroimage.2003.12.030
  29. Zang YF, He Y, Zhu CZ, Cao QJ, Sui MQ, Liang M, et al. Altered baseline brain activity in children with ADHD revealed by restingstate functional MRI. Brain Dev 2007;29:83-91. https://doi.org/10.1016/j.braindev.2006.07.002
  30. Bullmore E, Sporns O. Complex brain networks: graph theoretical analysis of structural and functional systems. Nat Rev Neurosci 2009;10:186-198. https://doi.org/10.1038/nrn2575
  31. Zuo X, Ehmke R, Mennes M, Imperati D, Castellanos FX, Sporns O, et al. Network centrality in the human functional connectome. Cereb Cortex 2012;22:1862-1875. https://doi.org/10.1093/cercor/bhr269
  32. Anderson JS, Nielsen JA, Froehlich AL, DuBray MB, Druzgal TJ, Cariello AN, et al. Functional connectivity magnetic resonance imaging classification of autism. Brain 2011;134:3742-3754. https://doi.org/10.1093/brain/awr263
  33. Liu F, Guo W, Fouche JP, Wang Y, Wang W, Ding J, et al. Multivariate classification of social anxiety disorder using whole brain functional connectivity. Brain Struct Funct 2015;220:101-115. https://doi.org/10.1007/s00429-013-0641-4
  34. Raichle ME, Snyder AZ. A default mode of brain function: a brief history of an evolving idea. Neuroimage 2007;37:1083-1090. https://doi.org/10.1016/j.neuroimage.2007.02.041
  35. Gusnard DA, Raichle ME. Searching for a baseline: functional imaging and the resting human brain. Nat Rev Neurosci 2001;2:685-694. https://doi.org/10.1038/35094500
  36. Fransson P. Spontaneous low-frequency BOLD signal fluctuations:An fMRI investigation of the resting-state default mode of brain function hypothesis. Hum Brain Mapp 2005;26:15-29. https://doi.org/10.1002/hbm.20113
  37. Mason MF, Norton MI, Van Horn JD, Wegner DM, Grafton ST, Macrae CN. Wandering minds: the default network and stimulusindependent thought. Science 2007;315:393-395. https://doi.org/10.1126/science.1131295
  38. Andrews-Hanna JR, Smallwood J, Spreng RN. The default network and self-generated thought: component processes, dynamic control, and clinical relevance. Ann N Y Acad Sci 2014;1316:29-52. https://doi.org/10.1111/nyas.12360
  39. Roth DA, Heimberg RG. Cognitive-behavioral models of social anxiety disorder. Psychiatr Clin North Am 2001;24:753-771. https://doi.org/10.1016/S0193-953X(05)70261-6
  40. Spurr JM, Stopa L. Self-focused attention in social phobia and social anxiety. Clin Psychol Rev 2002;22:947-975. https://doi.org/10.1016/S0272-7358(02)00107-1
  41. Clark DM, Wells A. Social phobia: diagnosis, assessment, and treatment. In: Heimberg RG, Liebowitz, M.R., Hope D.A., Schneier F.R. (ed.), A Cognitive Model of Social Phobia. Guilford, New York;1995. p.69-93.
  42. Rapee RM, Heimberg RG. A cognitive-behavioral model of anxiety in social phobia. Behav Res Ther 1997;35:741-756. https://doi.org/10.1016/S0005-7967(97)00022-3
  43. Hofmann SG, Moscovitch DA, Kim HJ, Taylor AN. Changes in selfperception during treatment of social phobia. J Consult Clin Psychol 2004;72:588-596. https://doi.org/10.1037/0022-006X.72.4.588
  44. Gusnard DA, Akbudak E, Shulman GL, Raichle ME. Medial prefrontal cortex and self-referential mental activity: relation to a default mode of brain function. Proc Natl Acad Sci U S A 2001;98:4259-4264. https://doi.org/10.1073/pnas.071043098
  45. Frick A, Ahs F, Engman J, Jonasson M, Alaie I, Bjorkstrand J, et al. Serotonin Synthesis and Reuptake in Social Anxiety Disorder: A Positron Emission Tomography Study. JAMA Psychiatry 2015;72:794-802. https://doi.org/10.1001/jamapsychiatry.2015.0125
  46. Kim YK, Yoon HK. Common and distinct brain networks underlying panic and social anxiety disorders. Prog Neuropsychopharmacol Biol Psychiatry 2018;80:115-122. https://doi.org/10.1016/j.pnpbp.2017.06.017
  47. Saulin A, Savli M, Lanzenberger R. Serotonin and molecular neuroimaging in humans using PET. Amino Acids 2012;42:2039-2057. https://doi.org/10.1007/s00726-011-1078-9
  48. Michelsen KA, Schmitz C, Steinbusch HW. The dorsal raphe nucleus--from silver stainings to a role in depression. Brain Res Rev 2007;55:329-342. https://doi.org/10.1016/j.brainresrev.2007.01.002
  49. Hahn A, Wadsak W, Windischberger C, Baldinger P, Hoflich AS, Losak J, et al. Differential modulation of the default mode network via serotonin-1A receptors. Proc Natl Acad Sci U S A 2012;109:2619-2624. https://doi.org/10.1073/pnas.1117104109
  50. Ding J, Chen H, Qiu C, Liao W, Warwick JM, Duan X, et al. Disrupted functional connectivity in social anxiety disorder: a restingstate fMRI study. Magn Reson Imaging 2011;29:701-711. https://doi.org/10.1016/j.mri.2011.02.013
  51. Qiu C, Liao W, Ding J, Feng Y, Zhu C, Nie X, et al. Regional homogeneity changes in social anxiety disorder: a resting-state fMRI study. Psychiatry Res 2011;194:47-53. https://doi.org/10.1016/j.pscychresns.2011.01.010
  52. Liu F, Zhu C, Wang Y, Guo W, Li M, Wang W, et al. Disrupted cortical hubs in functional brain networks in social anxiety disorder. Clin Neurophysiol 2015;126:1711-1716. https://doi.org/10.1016/j.clinph.2014.11.014
  53. Qiu C, Feng Y, Meng Y, Liao W, Huang X, Lui S, et al. Analysis of Altered Baseline Brain Activity in Drug-Naive Adult Patients with Social Anxiety Disorder Using Resting-State Functional MRI. Psychiatry Investig 2015;12:372-380. https://doi.org/10.4306/pi.2015.12.3.372
  54. Yuan C, Zhu H, Ren Z, Yuan M, Gao M, Zhang Y, et al. Precuneus-related regional and network functional deficits in social anxiety disorder: A resting-state functional MRI study. Compr Psychiatry 2018;82:22-29. https://doi.org/10.1016/j.comppsych.2017.12.002
  55. Liao W, Chen H, Feng Y, Mantini D, Gentili C, Pan Z, et al. Selective aberrant functional connectivity of resting state networks in social anxiety disorder. Neuroimage 2010;52:1549-1558. https://doi.org/10.1016/j.neuroimage.2010.05.010
  56. Gentili C, Ricciardi E, Gobbini MI, Santarelli MF, Haxby JV, Pietrini P, et al. Beyond amygdala: default mode network activity differs between patients with social phobia and healthy controls. Brain Res Bull 2009;79:409-413. https://doi.org/10.1016/j.brainresbull.2009.02.002
  57. Geiger MJ, Domschke K, Ipser J, Hattingh C, Baldwin DS, Lochner C, et al. Altered executive control network resting-state connectivity in social anxiety disorder. World J Biol Psychiatry 2016;17:47-57. https://doi.org/10.3109/15622975.2015.1083613
  58. Rabany L, Diefenbach GJ, Bragdon LB, Pittman BP, Zertuche L, Tolin DF, et al. Resting-state functional connectivity in generalized anxiety disorder and social anxiety disorder: Evidence for a dimensional approach. Brain Connect 2017;7:289-298. https://doi.org/10.1089/brain.2017.0497
  59. Choi SH, Shin JE, Ku J, Kim JJ. Looking at the self in front of others: Neural correlates of attentional bias in social anxiety. J Psychiatr Res 2016;75:31-40. https://doi.org/10.1016/j.jpsychires.2016.01.001
  60. Pannekoek JN, Veer IM, van Tol MJ, van der Werff SJ, Demenescu LR, Aleman A, et al. Resting-state functional connectivity abnormalities in limbic and salience networks in social anxiety disorder without comorbidity. Eur Neuropsychopharmacol 2013;23:186-195. https://doi.org/10.1016/j.euroneuro.2012.04.018
  61. Zhang W, Yang X, Lui S, Meng Y, Yao L, Xiao Y, et al. Diagnostic prediction for social anxiety disorder via multivariate pattern analysis of the regional homogeneity. Biomed Res Int 2015;2015:763965.
  62. Hu ML, Zong XF, Mann JJ, Zheng JJ, Liao YH, Li ZC, et al. A Review of the Functional and Anatomical Default Mode Network in Schizophrenia. Neurosci Bull 2017;33:73-84. https://doi.org/10.1007/s12264-016-0090-1
  63. Peterson A, Thome J, Frewen P, Lanius RA. Resting-state neuroimaging studies: a new way of identifying differences and similarities among the anxiety disorders? Can J Psychiatry 2014;59:294-300. https://doi.org/10.1177/070674371405900602
  64. Gimenez M, Ortiz H, Soriano-Mas C, Lopez-Sola M, Farre M, Deus J, et al. Functional effects of chronic paroxetine versus placebo on the fear, stress and anxiety brain circuit in Social Anxiety Disorder:initial validation of an imaging protocol for drug discovery. Eur Neuropsychopharmacol 2014;24:105-116. https://doi.org/10.1016/j.euroneuro.2013.09.004
  65. Yuan M, Zhu H, Qiu C, Meng Y, Zhang Y, Ren Z, et al. Altered regional and integrated resting-state brain activity in general social anxiety disorder patients before and after group cognitive behavior therapy. Psychiatry Res 2018;272:30-37. https://doi.org/10.1016/j.pscychresns.2017.12.004
  66. Kirino E, Tanaka S, Fukuta M, Inami R, Arai H, Inoue R, et al. Simultaneous resting-state functional MRI and electroencephalography recordings of functional connectivity in patients with schizophrenia. Psychiatry Clin Neurosci 2017;71:262-270. https://doi.org/10.1111/pcn.12495
  67. Sui J, Pearlson G, Caprihan A, Adali T, Kiehl KA, Liu J, et al. Discriminating schizophrenia and bipolar disorder by fusing fMRI and DTI in a multimodal CCA+ joint ICA model. Neuroimage 2011;57:839-855. https://doi.org/10.1016/j.neuroimage.2011.05.055
  68. Yang H, Liu J, Sui J, Pearlson G, Calhoun VD. A hybrid machine learning method for fusing fMRI and genetic data: combining both improves classification of schizophrenia. Front Hum Neurosci 2010;4:192.