Independent component analysis of resting state activity in pediatric obsessive-compulsive disorder

Human Brain Mapping

Volumn 35, Issue 10, 2014, Pages 5306-5315

  Gruner, Patricia ^a   Vo, An ^b   Argyelan, Miklos ^b,c   Ikuta, Toshikazu ^d   Degnan, Andrew J ^e   John, Majnu ^b,c   Peters, Bart D ^b,c   Malhotra, Anil K ^b,c,f   Uluğ, Aziz M ^b,f,g   Szeszko, Philip R ^b,c,f  

^a YALE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b FEINSTEIN INSTITUTE FOR MEDICAL RESEARCH   (United States)

^c ZUCKER HILLSIDE HOSPITAL   (United States)

^d UNIVERSITY OF MISSISSIPPI   (United States)

^e UNIVERSITY OF PITTSBURGH MEDICAL CENTER   (United States)

^f DONALD AND BARBARA ZUCKER SCHOOL OF MEDICINE AT HOFSTRA NORTHWELL   (United States)

^g ALBERT EINSTEIN COLLEGE OF MEDICINE   (United States)

Author keywords

Adolescent; Child; Cingulate cortex; FMRI; Functional connectivity; Neurobiology

Indexed keywords

PSYCHOTROPIC AGENT; SEROTONIN UPTAKE INHIBITOR; OXYGEN;

ADOLESCENT; ANTERIOR CINGULATE; ARTICLE; BRAIN; BRAIN FUNCTION; CHILD; CHILDREN'S YALE BROWN OBSESSIVE COMPULSIVE SCALE; CLINICAL ARTICLE; COMPULSION; CONTROLLED STUDY; DIAGNOSTIC TEST ACCURACY STUDY; DISEASE SEVERITY; FEMALE; FRONTAL CORTEX; FUNCTIONAL MAGNETIC RESONANCE IMAGING; FUNCTIONAL NEUROIMAGING; HANDEDNESS; HUMAN; INDEPENDENT COMPONENT ANALYSIS; INTELLIGENCE QUOTIENT; LOGISTIC REGRESSION ANALYSIS; MALE; MENTAL PATIENT; OBSESSIVE COMPULSIVE DISORDER; PATHOGENESIS; PEDIATRICS; POSTERIOR CINGULATE; PREDICTIVE VALUE; PRIORITY JOURNAL; PSYCHOLOGICAL RATING SCALE; RESTING STATE NETWORK; SENSITIVITY AND SPECIFICITY; SYMPTOM; VISION; VISUAL CORTEX; BLOOD; BRAIN MAPPING; IMAGE PROCESSING; NERVE CELL NETWORK; NUCLEAR MAGNETIC RESONANCE IMAGING; PATHOLOGY; PATHOPHYSIOLOGY; REST; VASCULARIZATION;

ADOLESCENT; BRAIN; BRAIN MAPPING; CHILD; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; NERVE NET; OBSESSIVE-COMPULSIVE DISORDER; OXYGEN; PEDIATRICS; REST;

EID: 84927570276     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.22551     Document Type: Article

References (78)

1. Adler CM, McDonough-Ryan P, Sax KW, Holland SK, Arndt S, Strakowski SM (2000): fMRI of neuronal activation with symptom provocation in unmedicated patients with obsessive compulsive disorder. J Psychiatr Res 34:317-324.
2. Alexander GE (1986): Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Ann Rev Neurosci 9:357-381.
3. Alexander GE, Crutcher MD, DeLong MR (1990): Basal-ganglia-thalamocortical circuits: Parallel substrates for motor, oculomotor, "prefrontal" and "limbic" functions. Prog Brain Res 85:119-146.
4. Biswal BB, Mennes M, Zuo X-N, Gohel S, Kelly C, Smith SM, Beckmann CF, Adelstein JS, Buckner RL, Colcombs S, Dogonowski AM, Ernst M, Fair D, Hampson M, Hoptman MJ, Hyde JS, Kiviniemi VJ, Kotter R, Li SJ, Lin CP, Lowe MJ, Mackay C, Madden C, Madden DJ, Madsen KH, Margulies DS, Mayberg HS, McMahon K, Monk CS, Mostofsky SH, Nagel BJ, Pekar JJ, Peltier SJ, Petersen SE, Riedl V, Rombouts SA, Rypma B, Schlaggar BL, Schmidt S, Seidler RD, Siegle GJ, Sorg C, Teng GJ, Veijola J, Villringer A, Walter M, Wang L, Weng XC, Whitfield-Gabrieli S, Williamson P, Windischberger C, Zang YF, Zhang HY, Castellanos FX, Milham MP (2010): Toward discovery science of human brain function. Proc Natl Acad Sci USA 107:4734-4739.
5. Breiter HC, Rauch SL (1996): Functional MRI and the study of OCD: From symptom provocation to cognitive-behavioral probes of cortico-striatal systems and the amygdala. Neuroimage 4:S127-S138.
6. Burdick KE, Robinson DG, Malhotra AK, Szeszko PR (2008): Neurocognitive profile analysis in obsessive-compulsive disorder. J Int Neuropsychol Soc 14:640-645.
7. Bush G, Luu P, Posner MI (2000): Cognitive and emotional influences in anterior cingulate cortex. Trends Cogn Sci 4:215-222.
8. Bush G, Whalen PJ, Rosen BR, Jenike MA, McInerney SC, Rauch SL (1998): The counting Stroop: an interference task specialized for functional neuroimaging-Validation study with functional MRI. Hum Brain Mapp 6:270-282.
9. Calhoun VD, Adali T, Pearlson GD, Pekar JJ (2001): A method for making group inferences from functional MRI data using independent component analysis. Hum Brain Mapp 14:140-151.
10. Calhoun VD, Adali T, Pearlson G, Pekar J (2001): A method for making group inferences from functional MRI data using independent component analysis. Hum Brain Mapp 14:140-151.
11. Cannistraro PA, Makris N, Howard JD, Wedig MM, Hodge SM, Wilhelm S, Kennedy DN, Rauch SL (2007): A diffusion tensor imaging study of white matter in obsessive-compulsive disorder. Depress Anxiety 24:440-446.
12. Christian C, Lencz T, Robinson D, Burdick K, Ashtari M, Malhotra AK, Betensky JD, Szeszko PR (2008): Gray matter structural alterations in obsessive-compulsive disorder: Relationship to neuropsychological functions. Psychiatry Res Neuroimaging 164:123-131.
13. Ciesielski KT, Rauch SL, Ahlfors SP, Vangel ME, Wilhelm S, Rosen BR, Hamalainen MS (2012): Role of medial cortical networks for anticipatory processing in obsessive-compulsive disorder. Hum Brain Mapp 33:2125-2134.
14. Cocchi L, Harrison BJ, Pujol J, Harding IH, Fornito A, Pantelis C, Yucel M (2012): Functional alterations of large-scale brain networks related to cognitive control in obsessive-compulsive disorder. Hum Brain Mapp 33:1089-1106.
15. Cummings JL, Mega MS (2003): Neuropsychiatry and Behavioral Neuroscience. New York: Oxford University Press.
16. Cummings JL (1993): Frontal-subcortical circuits and human behavior. Arch Neurol 50:873-880.
17. Devinsky O, Morrell MJ, Vogt BA (1995): Contributions of anterior cingulate cortex to behavior. Brain 118:279-306.
18. Dosenbach NU, Visscher KM, Palmer ED, Miezin FM, Wenger KK, Kang HC, Burgund ED, Grimes AL, Schlaggar BL, Petersen SE (2006): A core system for the implementation of tasks. Neuron 50:799-812.
19. Evans DW, Lewis MD, Iobst E (2004): The role of the orbitofrontal cortex in normally developing compulsive-like behaviors and obsessive-compulsive disorder. Brain Cogn 55:220-234.
20. Fitzgerald KD, Stern ER, Angstadt M, Nicholson-Muth KC, Maynor MR, Welsh RC, Hanna GL, Taylor SF (2010): Altered function and connectivity of the medial frontal cortex in pediatric obsessive-compulsive disorder. Biol Psychiatry 68:1039-1047.
21. Fitzgerald KD, Welsh RC, Stern ER, Angstadt M, Hanna GL, Abelson JL, Taylor SF (2011): Developmental alterations of frontal-striatal-thalamic connectivity in obsessive-compulsive disorder. J Am Acad Child Adolesc Psychiatry 50:938-948.
22. Friedlander L, Desrocher M (2006): Neuroimaging studies of obsessive-compulsive disorder in adults and children. Clin Psychol Rev 26:32-49.
23. Garavan, H, Ross, T.J, Kaufman, J, Stein, EA (2003): A midline dissociation between error-processing and response-conflict monitoring. Neuroimage 20:1132-1139.
24. Garibotto V, Scifo P, Gorini A, Alonso CR, Brambati S, Bellodi L, Perani D (2010): Disorganization of anatomical connectivity in obsessive compulsive disorder: A multi-parameter diffusion tensor imaging study in a subpopulation of patients. Neurobiol Dis 37:468-476.
25. Gehring WJ, Himle J, Nisenson LG (2000): Action-monitoring dysfunction in obsessive-compulsive disorder. Psychol Sci 11:1-6.
26. Gillan CM, Papameyer MA, Morein-Zamir S, Sahakian, BJ, Fineberg NA, Robbins T, de Wit, S (2011): Disruption in the balance between goal-directed behavior and habit learning in obsessive-compulsive disorder. Am J Psychiatry 168:718-726.
27. Gillan CM, Morein-Zamir S, Urcelay GP, Sule A, Voon V, Apergis-Schoute AM, Fineberg NA, Sahakian BJ, Robbins TW (2014): Enhanced avoidance habits in obsessive-compulsive disorder. Biol Psychiatry 75:631-638.
28. Gruner P, Vo A, Ikuta T, Mahon K, Peters BD, Malhotra AK, Ulug AM, Szeszko PR (2012): White matter abnormalities in pediatric obsessive-compulsive disorder. Neuropsychopharmacology 37:2730-2739.
29. Harrison BJ, Soriano-Mas C, Pujol J, Ortiz H, Lopez-Sola M, Hernandez-Ribas R, Deus J, Alonso P, Yucel M, Pantelis C, Menchon JM, Cardoner N (2009): Altered corticostriatal functional connectivity in obsessive-compulsive disorder. Arch Gen Psychiatry 66:1189-1200.
30. Hester, R, Fassbender, C, Garavan H (2004). Individual differences in error processing: A review and reanalysis of three event-related fMRI studies using the GO/NOGO task. Cereb Cortex 14:986-994.
31. Hou J, Wu W, Lin Y, Wang J, Zhou D, Guo J, Gu S, He M, Ahmed S, Hu J, Qu W, Li H (2012): Localization of cerebral functional deficits in patients with obsessive-compulsive disorder: A resting-state fMRI study. J Affect Disord 138:313-321.
32. Huyser C, Veltman DJ, de Haan E, Boer F (2009): Paediatric obsessive-compulsive disorder, a neurodevelopmental disorder? Evidence from neuroimaging. Neurosci Biobehav Rev 33:818-830.
33. Huyser C, Veltman DJ, Wolters LH, de Haan E, Boer F (2010): Functional magnetic resonance imaging during planning before and after cognitive-behavioral therapy in pediatric obsessive-compulsive disorder. J Am Acad Child Adolesc Psychiatry 49:1238-1248.
34. Insel TR (1992): Toward a neuroanatomy of obsessive-compulsive disorder. Arch Gen Psychiatry 49:739-744.
35. Jaafari N, Rachid F, Rotge JY, Polosan M, El-Hagen W, Belin D (2012): Safety and efficacy of repetitive transcranial magnetic stimulation in the treatment of obsessive-compulsive disorder: a review. World J Biol Psychiatry 13:164-177.
36. Jang JH, Kim JH, Jung WH, Choi JS, Jung MH, Lee JM, Choi CH, Kang DH, Kwon JS (2010): Functional connectivity in fronto-subcortical circuitry during the resting state in obsessive-compulsive disorder. Neurosci Lett 474:158-162.
37. Karno M, Golding JM, Sorenson SB, Burnam MA (1998): The epidemiology of obsessive-compulsive disorder in five US communities. Arch Gen Psychiatry 45:1094-1099.
38. Kaufman J, Birmaher B, Brent D, Rao U, Flynn C, Moreci P, Williamson D, Ryan N (1997): Schedule for affective disorders and schizophrenia for school-age children-present and lifetime version (K-SADS-PL): Initial reliability and validity data. J Am Acad Child Adolesc Psychiatry 36:980-988.
39. Kumar N, Chadda RK (2011): Augmentation effect of repetitive transcranial magnetic stimulation over the supplementary motor cortex in treatment refractory patients with obsessive compulsive disorder. Indian J Psychiatry 53:340-342.
40. Li P, Li S, Dong Z, Luo J, Han H, Xiong H, Guo Z, Li Z (2012): Altered resting state functional connectivity patterns of the anterior prefrontal cortex in obsessive-compulsive disorder. Neuroreport 23:681-686.
41. Ma Y, Tang C, Spetsieris PG, Dhawan V, Eidelberg D (2007): Abnormal metabolic network activity in Parkinson's disease: Test-retest reproducibility. J Cereb Blood Flow Metab 27:597-605.
42. Maia TV, Cooney RE, Peterson BS (2008): The neural bases of obsessive-compulsive disorder in children and adults. Dev Psychopathol 20:1251-1283.
43. Menon V, Lucina QU (2010): Saliency, switching, attention and control: A network model of insula function. Brain Struct Funct 214:655-667.
44. Menzies L, Archard S, Chamberlain SR, Fineberg N, Chen C, del Campo N, Sahakian BJ, Robbins TW, Bullmore E (2007): Neurocognitive endophenotypes of obsessive-compulsive disorder. Brain 130:3223-3236.
45. Menzies L, Chamberlain SR, Laird AR, Thelen SM, Sahakian BJ, Bullmore ET (2008): Integrating evidence from neuroimaging and neuropsychological studies of obsessive-compulsive disorder: the orbitofrontal-striatal model revisited. Neurosci Biobehav Rev 32:525-549.
46. Nestadt G, Samuels J, Riddle M, Bienvenu OJ III, Liang KY, LaBuda M, Walkup J, Grados M, Hoehn-Saric R (2000): A family study of obsessive-compulsive disorder. Arch Gen Psychiatry 57:358-363.
47. Park HY, Park JS, Kim SH, Jang JH, Jung WH, Choi JS, Kang DH, Lee JM, Kwon JS (2011): Midsagittal structural differences and sexual dimorphism of the corpus callosum in obsessive-compulsive disorder. Psychiatry Res 192:147-153.
48. Power JD, Barnes KA, Snyder AZ, Schlaggar BL, Petersen SE (2012): Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. Neuroimage 59:2142-54.
49. Radua J, Mataix-Cols D (2009): Voxel-wise meta-analysis of grey matter changes in obsessive-compulsive disorder. Br J Psychiatry 195:393-402.
50. Rauch SL, Jenike MA, Alpert NM, Baer L, Breiter HC, Savage CR, Fischman AJ (1994): Regional cerebral blood flow measured during symptom provocation in obsessive-compulsive disorder using oxygen 15-labeled carbon dioxide and positron emission tomography. Arch Gen Psychiatry 51:62-70.
51. Rissanen J (1983): A universal prior for integers and estimation by minimum description length. Ann Statistics 11:416-431.
52. Rotge JY, Guehl D, Dilharreguy B, Tignol J, Bioulac B, Allard M, Burbaud P, Aouizerate B (2009): Meta-analysis of brain volume changes in obsessive-compulsive disorder. Biol Psychiatry 65:75-83.
53. Russell A, Cortese B, Lorch E, Ivey J, Banerjee P, Moore G, Rosenberg DR (2003): Localized functional neurochemical marker abnormalities in dorsolateral prefrontal cortex in pediatric obsessive-compulsive disorder. J Child Adolesc Psychopharmacol 13:S31-S38.
54. Sakai Y, Narumoto J, Nishida S, Nakamae T, Yamada K, Nishumura T, Fukui K (2012): Corticostriatal functional connectivity in non-medicated patients with obsessive-compulsive disorder. Eur Psychiatry 26:463-469.
55. Scahill L, Riddle MA, McSwiggin-Hardin M, Ort SI, King RA, Goodman WK, Cicchetti D, Leckman JF (1997): Children's Yale-Brown Obsessive Compulsive Scale: Reliability and validity. J Am Acad Child Adolesc Psychiatry 36:844-852.
56. Schultz RT, Evans DW, Wolf M (1999): Neuropsychological models of childhood obsessive-compulsive disorder. Child Psychiatric Clin N Am 8:513-531.
57. Seeley WW, Menon V, Schatzberg AF, Keller J, Glover GH, Kenna H, Reiss AL, Grecius MD (2007): Dissociable intrinsic connectivity networks for salience processing and executive control. J Neurosci 27:2349-2356.
58. Shackman AJ, Salomons TV, Slagter HA, Fox AS, Winter JJ, Davidson RJ (2011): The integration of negative affect, pain and cognitive control in the cingulate cortex. Nat Rev Neurosci 12:154-157.
59. Smith SM (2002): Fast robust automated brain extraction. Hum Brain Mapp 17:143-155.
60. Spetsieris PG, Ma Y, Dhawan V, Eidelberg D (2009): Differential diagnosis of parkinsonian syndromes using PCA-based functional imaging features. Neuroimage 45:1241-1252.
61. Spetsieris PG, Ma Y, Eckert T, Dhawan V, Eidelberg D (2007): New strategies for automated differential diagnosis of degenerative brain disorders. Conf Proc IEEE Eng Med Biol Soc 3421-3425.
62. Stern ER, Fitzgerald KD, Welsh RC, Abelson JL, Taylor SF (2012): Resting-state functional connectivity between fronto-parietal and default mode networks in obsessive-compulsive disorder. PLoS One 7:e36356.
63. Stern ER, Welsh RC, Fitzgerald KD, Gehring WJ, Lister JJ, Himle, JA, Abelson JL, Taylor SF (2011): Hyperactive error responses and altered connectivity in ventromedial and frontoinsular cortices in obsessive-compulsive disorder. Biol Psychiatry 69:583-591.
64. Swedo SE, Schapiro MB, Grady CL, Cheslow DL, Leonard HL, Kumar A, Friedland R, Rapoport SI, Rapoport JL (1989): Cerebral glucose metabolism in childhood-onset obsessive-compulsive disorder. Arch Gen Psychiatry 46:518-523.
65. Szeszko PR, MacMillan S, McMeniman M, Chen S, Baribault K, Lim KO, Ivey J, Rose M, Banerjee SP, Bhandari R, Moore GJ, Rosenberg DR (2004): Brain structural abnormalities in psychotropic drug-naive pediatric patients with obsessive-compulsive disorder. Am J Psychiatry 161:1049-1056.
66. Szeszko PR, Ardekani BA, Ashtari M, Malhotra AK, Robinson DG, Bilder RM, Lim KO (2005): White matter abnormalities in obsessive-compulsive disorder: a diffusion tensor imaging study. Arch Gen Psychiatry 62:782-790.
67. Szeszko PR, Christian C, Macmaster F, Lencz T, Mirza Y, Taormina SP, Easter P, Rose M, Michalopoulou GA, Rosenberg DR (2008): Gray matter alterations in psychotropic drug-naive pediatric obsessive-compulsive disorder: an optimized voxel-based morphometry study. Am J Psychiatry 165:1299-1307.
68. Taylor S (2011): Early versus late onset obsessive-compulsive disorder: Evidence for distinct subtypes. Clin Psychol Rev 31:1083-1100.
69. Togao O, Yoshiura T, Nakao T, Nabeyama M, Sanematsu H, Nakagawa A, Noguchi T, Hiwatashi A, Yamashita K, Nagao E, Kanba S, Honda H (2010): Regional gray and white matter volume abnormalities in obsessive-compulsive disorder: A voxel-based morphometry study. Psychiatry Res 184:29-37.
70. Ursu S, Stenger VA, Shear MK, Jones MR, Carter CS (2003): Overactive action monitoring in obsessive-compulsive disorder: Evidence from functional magnetic resonance imaging. Psychol Sci 14:347-353.
71. van den Heuvel OA, Veltman DJ, Groenewegen HJ, Cath DC, van Balkom AJ, van Hartskamp J, Barkhof F, van Dyck R (2005): Frontal-striatal dysfunction during planning in obsessive-compulsive disorder. Arch Gen Psychiatry 62:301-309.
72. van Veen V, Carter SC (2002): The anterior cingulate as a conflict monitor: fMRI and ERP studies. Physiol Behav 77:477-482.
73. Vogt BA, Pandya DN (1987): Cingulate cortex of the rhesus monkey. II. Cortical afferents. J Comp Neurol 262:271-289.
74. Whalen PJ, Bush G, McNally RJ, Wilhelm S, McInerney SC, Jenike MA, Rauch SL (1998): The emotional counting Stroop paradigm: A functional magnetic resonance imaging probe of the anterior cingulate affective division. Biol Psychiatry 15:1219-1228.
75. Woon FL, Allen MD, Miller CH, Hedges DW (2012): The functional magnetic resonance imaging-based verbal fluency test in obsessive-compulsive disorder. Neurocase 18:424-440.
76. Yang T, Cheng Y, Li H, Jiang H, Luo C, Shan B, Xu L, Xu X (2010): Abnormal regional homogeneity of drug-naive obsessive-compulsive patients. Neuroreport 21:786-790.
77. Zarei M, Mataix-Cols D, Heyman I, Hough M, Doherty J, Burge L, Winmill L, Nijhawan S, Matthews PM, James A (2011): Changes in gray matter volume and white matter microstructure in adolescents with obsessive-compulsive disorder. Biol Psychiatry 70:1083-1090.
78. Zhang T, Wang J, Yang Y, Wu Q, Li B, Chen L, Yue Q, Tang H, Yan C, Lui S, Huang X, Chan RC, Zang Y, He Y, Gong Q (2011): Abnormal small-world architecture of top-down control networks in obsessive-compulsive disorder. J Psychiatry Neurosci 36:23-31.