Selective aberrant functional connectivity of resting state networks in social anxiety disorder

NeuroImage

Volumn 52, Issue 4, 2010, Pages 1549-1558

  Liao, Wei ^a   Chen, Huafu ^a   Feng, Yuan ^b   Mantini, Dante ^c   Gentili, Claudio ^d   Pan, Zhengyong ^a   Ding, Jurong ^a   Duan, Xujun ^a   Qiu, Changjian ^b   Lui, Su ^b   Gong, Qiyong ^b   Zhang, Wei ^b  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

^b SICHUAN UNIVERSITY   (China)

^c UNIVERSITY OF LEUVEN   (Belgium)

^d UNIVERSITY OF PISA   (Italy)

Author keywords

FMRI; Functional connectivity; Resting state network; Social anxiety disorder

Indexed keywords

ADULT; ARTICLE; BRAIN DISEASE; BRAIN FUNCTION; CINGULATE GYRUS; CLINICAL ARTICLE; CONTROLLED STUDY; DISEASE COURSE; DISEASE SEVERITY; EPISODIC MEMORY; FEMALE; FUNCTIONAL ASSESSMENT; HUMAN; INSULA; MALE; MENTAL TASK; NERVE CELL NETWORK; PARIETAL LOBE; PREFRONTAL CORTEX; PRIORITY JOURNAL; SENSORIMOTOR CORTEX; SOCIAL PHOBIA; TEMPORAL CORTEX; VISUAL CORTEX;

BRAIN; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; NERVE NET; REST; SOCIAL BEHAVIOR DISORDERS; YOUNG ADULT;

EID: 77954956972     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2010.05.010     Document Type: Article

References (75)

1. Amir N., Klumpp H., Elias J., Bedwell J.S., Yanasak N., Miller L.S. Increased activation of the anterior cingulate cortex during processing of disgust faces in individuals with social phobia. Biol. Psychiatry 2005, 57:975-981.
2. Bartels A., Zeki S. Brain dynamics during natural viewing conditions-a new guide for mapping connectivity in vivo. Neuroimage 2005, 24:339-349.
3. Beckmann C.F., DeLuca M., Devlin J.T., Smith S.M. Investigations into resting-state connectivity using independent component analysis. Philos. Trans. R. Soc. Lond. B Biol. Sci. 2005, 360:1001-1013.
4. Broyd S.J., Demanuele C., Debener S., Helps S.K., James C.J., Sonuga-Barke E.J. Default-mode brain dysfunction in mental disorders: a systematic review. Neurosci. Biobehav. Rev. 2009, 33:279-296.
5. Buckner R.L., Carroll D.C. Self-projection and the brain. Trends Cogn. Sci. 2007, 11:49-57.
6. Buckner R.L., Andrews-Hanna J.R., Schacter D.L. The brain's default network: anatomy, function, and relevance to disease. Ann N Y Acad Sci 2008, 1124:1-38.
7. Calhoun V.D., Adali T., Pearlson G.D., Pekar J.J. A method for making group inferences from functional MRI data using independent component analysis. Hum. Brain Mapp. 2001, 14:140-151.
8. Calhoun V.D., Maciejewski P.K., Pearlson G.D., Kiehl K.A. Temporal lobe and "default" hemodynamic brain modes discriminate between schizophrenia and bipolar disorder. Hum. Brain Mapp. 2008, 29:1265-1275.
9. Calhoun V.D., Eichele T., Pearlson G. Functional brain networks in schizophrenia: a review. Front Hum Neurosci 2009, 3:17.
10. Carey P.D., Warwick J., Niehaus D.J., van der Linden G., van Heerden B.B., Harvey B.H., Seedat S., Stein D.J. Single photon emission computed tomography (SPECT) of anxiety disorders before and after treatment with citalopram. BMC Psychiatry 2004, 4:30.
11. Clark D.M., McManus F. Information processing in social phobia. Biol. Psychiatry 2002, 51:92-100.
12. Clark D.M., Wells A. A cognitive model of social phobia. Social Phobia: Diagnosis, Assessment and Treatment 1995, 69-93. Guildford, New York. R.G. Heimberg, M.R. Liebowitz, D. Hope, F. Schneider (Eds.).
13. Corbetta M., Shulman G.L. Control of goal-directed and stimulus-driven attention in the brain. Nat. Rev. Neurosci. 2002, 3:201-215.
14. Dale A.M., Fischl B., Sereno M.I. Cortical surface-based analysis I. Segmentation and surface reconstruction. Neuroimage 1999, 9:179-194.
15. Damoiseaux J.S., Rombouts S.A., Barkhof F., Scheltens P., Stam C.J., Smith S.M., Beckmann C.F. Consistent resting-state networks across healthy subjects. Proc Natl Acad Sci U S A 2006, 103:13848-13853.
16. Damoiseaux J.S., Beckmann C.F., Arigita E.J., Barkhof F., Scheltens P., Stam C.J., Smith S.M., Rombouts S.A. Reduced resting-state brain activity in the "default network" in normal aging. Cereb. Cortex 2008, 18:1856-1864.
17. Damsa C., Kosel M., Moussally J. Current status of brain imaging in anxiety disorders. Curr. Opin. Psychiatry 2009, 22:96-110.
18. D'Argembeau A., Collette F., Van der Linden M., Laureys S., Del Fiore G., Degueldre C., Luxen A., Salmon E. Self-referential reflective activity and its relationship with rest: a PET study. Neuroimage 2005, 25:616-624.
19. De Luca M., Beckmann C.F., De Stefano N., Matthews P.M., Smith S.M. fMRI resting state networks define distinct modes of long-distance interactions in the human brain. Neuroimage 2006, 29:1359-1367.
20. Dosenbach N.U., Visscher K.M., Palmer E.D., Miezin F.M., Wenger K.K., Kang H.C., Burgund E.D., Grimes A.L., Schlaggar B.L., Petersen S.E. A core system for the implementation of task sets. Neuron 2006, 50:799-812.
21. Dosenbach N.U., Fair D.A., Miezin F.M., Cohen A.L., Wenger K.K., Dosenbach R.A., Fox M.D., Snyder A.Z., Vincent J.L., Raichle M.E., Schlaggar B.L., Petersen S.E. Distinct brain networks for adaptive and stable task control in humans. Proc Natl Acad Sci U S A 2007, 104:11073-11078.
22. Duncan J., Owen A.M. Common regions of the human frontal lobe recruited by diverse cognitive demands. Trends Neurosci. 2000, 23:475-483.
23. Engel K., Bandelow B., Gruber O., Wedekind D. Neuroimaging in anxiety disorders. J. Neural Transm. 2009, 116:703-716.
24. Etkin A., Wager T.D. Functional neuroimaging of anxiety: a meta-analysis of emotional processing in PTSD, social anxiety disorder, and specific phobia. Am. J. Psychiatry 2007, 164:1476-1488.
25. Etkin A., Keller K.E., Schatzberg A.F., Menon V., Greicius M.D. Disrupted amygdalar subregion functional connectivity and evidence for a compensatory network in generalized anxiety disorder. Arch. Gen. Psychiatry 2009, 66:1361-1372.
26. Fischl B., Sereno M.I., Dale A.M. Cortical surface-based analysis. II: Inflation, flattening, and a surface-based coordinate system. Neuroimage 1999, 9:195-207.
27. Fossati P., Hevenor S.J., Lepage M., Graham S.J., Grady C., Keightley M.L., Craik F., Mayberg H. Distributed self in episodic memory: neural correlates of successful retrieval of self-encoded positive and negative personality traits. Neuroimage 2004, 22:1596-1604.
28. Fox M.D., Raichle M.E. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat. Rev. Neurosci. 2007, 8:700-711.
29. Fox M.D., Snyder A.Z., Vincent J.L., Corbetta M., Van Essen D.C., Raichle M.E. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci U S A 2005, 102:9673-9678.
30. Fox M.D., Corbetta M., Snyder A.Z., Vincent J.L., Raichle M.E. Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems. Proc Natl Acad Sci U S A 2006, 103:10046-10051.
31. Garrity A.G., Pearlson G.D., McKiernan K., Lloyd D., Kiehl K.A., Calhoun V.D. Aberrant "default mode" functional connectivity in schizophrenia. Am. J. Psychiatry 2007, 164:450-457.
32. Genovese C.R., Lazar N.A., Nichols T. Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage 2002, 15:870-878.
33. Gentili C., Gobbini M.I., Ricciardi E., Vanello N., Pietrini P., Haxby J.V., Guazzelli M. 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.
34. Gentili C., Ricciardi E., Gobbini M.I., Santarelli M.F., Haxby J.V., Pietrini P., Guazzelli M. Beyond amygdala: Default Mode Network activity differs between patients with social phobia and healthy controls. Brain Res. Bull. 2009, 79:409-413.
35. Goldin P.R., Manber T., Hakimi S., Canli T., Gross J.J. Neural bases of social anxiety disorder: emotional reactivity and cognitive regulation during social and physical threat. Arch. Gen. Psychiatry 2009, 66:170-180.
36. Greicius M.D., Srivastava G., Reiss A.L., Menon V. Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI. Proc Natl Acad Sci U S A 2004, 101:4637-4642.
37. Greicius M.D., Flores B.H., Menon V., Glover G.H., Solvason H.B., Kenna H., Reiss A.L., Schatzberg A.F. Resting-state functional connectivity in major depression: abnormally increased contributions from subgenual cingulate cortex and thalamus. Biol. Psychiatry 2007, 62:429-437.
38. Hofmann S.G. Cognitive mediation of treatment change in social phobia. J. Consult. Clin. Psychol. 2004, 72:393-399.
39. Jafri M.J., Pearlson G.D., Stevens M., Calhoun V.D. A method for functional network connectivity among spatially independent resting-state components in schizophrenia. Neuroimage 2008, 39:1666-1681.
40. Kelley W.M., Macrae C.N., Wyland C.L., Caglar S., Inati S., Heatherton T.F. Finding the self? An event-related fMRI study. J. Cogn. Neurosci. 2002, 14:785-794.
41. Kennedy D.P., Courchesne E. The intrinsic functional organization of the brain is altered in autism. Neuroimage 2008, 39:1877-1885.
42. Kennedy D.P., Courchesne E. Functional abnormalities of the default network during self- and other-reflection in autism. Soc. Cogn. Affect. Neurosci. 2008, 3:177-190.
43. Kennedy D.P., Redcay E., Courchesne E. Failing to deactivate: resting functional abnormalities in autism. Proc Natl Acad Sci U S A 2006, 103:8275-8280.
44. Kilts C.D., Kelsey J.E., Knight B., Ely T.D., Bowman F.D., Gross R.E., Selvig A., Gordon A., Newport D.J., Nemeroff C.B. The neural correlates of social anxiety disorder and response to pharmacotherapy. Neuropsychopharmacology 2006, 31:2243-2253.
45. Koechlin E., Summerfield C. An information theoretical approach to prefrontal executive function. Trends Cogn. Sci. 2007, 11:229-235.
46. LeDoux J. Fear and the brain: where have we been, and where are we going?. Biol. Psychiatry 1998, 44:1229-1238.
47. Liao W., Mantini D., Zhang Z., Pan Z., Ding J., Gong G., Yang Y., Chen H. Evaluating the effective connectivity of resting state networks using conditional Granger causality. Biol. Cybern. 2010, 102:57-69.
48. Liebowitz M.R. Social phobia. Mod. Probl. Pharmacopsychiatry 1987, 22:141-173.
49. Lorberbaum J.P., Kose S., Johnson M.R., Arana G.W., Sullivan L.K., Hamner M.B., Ballenger J.C., Lydiard R.B., Brodrick P.S., Bohning D.E., George M.S. Neural correlates of speech anticipatory anxiety in generalized social phobia. NeuroReport 2004, 15:2701-2705.
50. Mantini D., Perrucci M.G., Del Gratta C., Romani G.L., Corbetta M. Electrophysiological signatures of resting state networks in the human brain. Proc Natl Acad Sci U S A 2007, 104:13170-13175.
51. Mantini D., Corbetta M., Perrucci M.G., Romani G.L., Del Gratta C. Large-scale brain networks account for sustained and transient activity during target detection. Neuroimage 2009, 44:265-274.
52. Miller E.K., Cohen J.D. An integrative theory of prefrontal cortex function. Annu. Rev. Neurosci. 2001, 24:167-202.
53. Mitchell J.P. Mentalizing and Marr: an information processing approach to the study of social cognition. Brain Res. 2006, 1079:66-75.
54. Mohammadi B., Kollewe K., Samii A., Krampfl K., Dengler R., Munte T.F. Changes of resting state brain networks in amyotrophic lateral sclerosis. Exp. Neurol. 2009, 217:147-153.
55. Nomura M., Ohira H., Haneda K., Iidaka T., Sadato N., Okada T., Yonekura Y. Functional association of the amygdala and ventral prefrontal cortex during cognitive evaluation of facial expressions primed by masked angry faces: an event-related fMRI study. Neuroimage 2004, 21:352-363.
56. Ochsner K.N., Gross J.J. The cognitive control of emotion. Trends Cogn. Sci. 2005, 9:242-249.
57. Ohayon M.M., Schatzberg A.F. Social phobia and depression: prevalence and comorbidity. J. Psychosom. Res. 2010, 68:235-243.
58. Phan K.L., Fitzgerald D.A., Nathan P.J., Tancer M.E. Association between amygdala hyperactivity to harsh faces and severity of social anxiety in generalized social phobia. Biol. Psychiatry 2006, 59:424-429.
59. Raichle M.E., MacLeod A.M., Snyder A.Z., Powers W.J., Gusnard D.A., Shulman G.L. A default mode of brain function. Proc Natl Acad Sci U S A 2001, 98:676-682.
60. Rapee R.M., Heimberg R.G. A cognitive-behavioral model of anxiety in social phobia. Behav. Res. Ther. 1997, 35:741-756.
61. Sareen J., Campbell D.W., Leslie W.D., Malisza K.L., Stein M.B., Paulus M.P., Kravetsky L.B., Kjernisted K.D., Walker J.R., Reiss J.P. Striatal function in generalized social phobia: a functional magnetic resonance imaging study. Biol. Psychiatry 2007, 61:396-404.
62. Schneider F., Bermpohl F., Heinzel A., Rotte M., Walter M., Tempelmann C., Wiebking C., Dobrowolny H., Heinze H.J., Northoff G. The resting brain and our self: self-relatedness modulates resting state neural activity in cortical midline structures. Neuroscience 2008, 157:120-131.
63. Seeley W.W., Menon V., Schatzberg A.F., Keller J., Glover G.H., Kenna H., Reiss A.L., Greicius M.D. Dissociable intrinsic connectivity networks for salience processing and executive control. J. Neurosci. 2007, 27:2349-2356.
64. Seeley W.W., Crawford R.K., Zhou J., Miller B.L., Greicius M.D. Neurodegenerative diseases target large-scale human brain networks. Neuron 2009, 62:42-52.
65. Sorg C., Riedl V., Muhlau M., Calhoun V.D., Eichele T., Laer L., Drzezga A., Forstl H., Kurz A., Zimmer C., Wohlschlager A.M. Selective changes of resting-state networks in individuals at risk for Alzheimer's disease. Proc Natl Acad Sci U S A 2007, 104:18760-18765.
66. Sridharan D., Levitin D.J., Menon V. A critical role for the right fronto-insular cortex in switching between central-executive and default-mode networks. Proc Natl Acad Sci U S A 2008, 105:12569-12574.
67. Stein M.B., Stein D.J. Social anxiety disorder. Lancet 2008, 371:1115-1125.
68. Stein M.B., Goldin P.R., Sareen J., Zorrilla L.T., Brown G.G. Increased amygdala activation to angry and contemptuous faces in generalized social phobia. Arch. Gen. Psychiatry 2002, 59:1027-1034.
69. Stein M.B., Simmons A.N., Feinstein J.S., Paulus M.P. Increased amygdala and insula activation during emotion processing in anxiety-prone subjects. Am. J. Psychiatry 2007, 164:318-327.
70. Tillfors M., Furmark T., Marteinsdottir I., Fischer H., Pissiota A., Langstrom B., Fredrikson M. Cerebral blood flow in subjects with social phobia during stressful speaking tasks: a PET study. Am. J. Psychiatry 2001, 158:1220-1226.
71. 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.
72. Vincent J.L., Snyder A.Z., Fox M.D., Shannon B.J., Andrews J.R., Raichle M.E., Buckner R.L. Coherent spontaneous activity identifies a hippocampal-parietal memory network. J. Neurophysiol. 2006, 96:3517-3531.
73. Vincent J.L., Kahn I., Snyder A.Z., Raichle M.E., Buckner R.L. Evidence for a frontoparietal control system revealed by intrinsic functional connectivity. J. Neurophysiol. 2008, 100:3328-3342.
74. Warwick J.M., Carey P., Jordaan G.P., Dupont P., Stein D.J. Resting brain perfusion in social anxiety disorder: a voxel-wise whole brain comparison with healthy control subjects. Prog. Neuropsychopharmacol. Biol. Psychiatry 2008, 32:1251-1256.
75. Zhao X.H., Wang P.J., Li C.B., Hu Z.H., Xi Q., Wu W.Y., Tang X.W. Altered default mode network activity in patient with anxiety disorders: an fMRI study. Eur. J. Radiol. 2007, 63:373-378.