A method for functional network connectivity among spatially independent resting-state components in schizophrenia

NeuroImage

Volumn 39, Issue 4, 2008, Pages 1666-1681

  Jafri, Madiha J ^a   Pearlson, Godfrey D ^a,b   Stevens, Michael ^a,b   Calhoun, Vince D ^a,b,c,d  

^a INSTITUTE OF LIVING   (United States)

^b YALE UNIVERSITY SCHOOL OF MEDICINE   (United States)

^c MIND RESEARCH NETWORK   (United States)

^d UNIVERSITY OF NEW MEXICO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; BRAIN REGION; CLINICAL ARTICLE; CONTROLLED STUDY; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; INDEPENDENT COMPONENT ANALYSIS; MALE; NERVE CELL NETWORK; NEUROIMAGING; PRIORITY JOURNAL; SCHIZOPHRENIA;

ADULT; ALGORITHMS; CEREBROVASCULAR CIRCULATION; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; NERVE NET; NEURAL PATHWAYS; PRINCIPAL COMPONENT ANALYSIS; REPRODUCIBILITY OF RESULTS; SCHIZOPHRENIA;

EID: 38749089029     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2007.11.001     Document Type: Article

References (61)

1. Andreasen N.C., Nopoulos P., O'Leary D.S., Miller D.D., Wassink T., and Flaum M. Defining the phenotype of schizophrenia: cognitive dysmetria and its neural mechanisms. Biol. Psychiatry 46 7 (1999) 908-920
2. APA. Diagnostic and Statistical Manual of Mental Disorders: American Psychiatry Publishing Inc. (2000)
3. Beckmann C.F., De Luca M., Devlin J.T., and Smith S.M. Investigations into resting-state connectivity using Independent Component Analysis. Philos. Trans. R. Soc. Lond., B Biol. Sci. 360 1457 (2005) 1001-1013
4. Bell A.J., and Sejnowski T.J. An information maximisation approach to blind separation and blind deconvolution. Neural Comput. 7 6 (1995) 1129-1159
5. Biswal B., Yetkin F.Z., Haughton V.M., and Hyde J.S. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn. Res. Med. 34 4 (1995) 537-541
6. Biswal B.B., Van Kylen J., and Hyde J.S. Simultaneous assessment of flow and BOLD signals in resting-state functional connectivity maps. NMR Biomed. 10 4-5 (1997) 165-170
7. Bokde A.L., Lopez-Bayo P., Meindl T., Pechler S., Born C., Faltraco F., Teipel S.J., Moller H.J., and Hampel H. Functional connectivity of the fusiform gyrus during a face-matching task in subjects with mild cognitive impairment. Brain 129 Pt 5 (2006) 1113-1124
8. Boksman K., Theberge J., Williamson P., Drost D.J., Malla A., Densmore M., Takhar J., Pavlosky W., Menon R.S., and Neufeld R.W. A 4.0-T fMRI study of brain connectivity during word fluency in first-episode schizophrenia. Schizophr. Res. 75 2-3 (2005) 247-263
9. Calhoun V.D., and Adali T. 'Unmixing' functional magnetic resonance imaging with independent component analysis. IEEE Eng. Med. Biol. 25 2 (2006) 79-90
10. Calhoun V.D., Adali T., Kraut M., and Pearlson G.D. A weighted-least squares algorithm for estimation and visualization of relative latencies in event-related functional MRI. Magn. Res. Med. 44 6 (2000) 947-954
11. Calhoun V.D., Adali T., Pearlson G.D., and Pekar J.J. A method for making group inferences from functional MRI data using independent component analysis. Hum. Brain Mapp. 14 3 (2001) 140-151
12. Calhoun V.D., Adali T., Pearlson G.D., and Pekar J.J. Spatial and temporal independent component analysis of functional MRI data containing a pair of task-related waveforms. Hum. Brain Mapp. 13 1 (2001) 43-53
13. Calhoun V.D., Adali T., Pekar J.J., and Pearlson G.D. Latency (in)sensitive ICA: group independent component analysis of fMRI data in the temporal frequency domain. NeuroImage 20 3 (2003) 1661-1669
14. Calhoun V.D., Kiehl K.A., Liddle P.F., and Pearlson G.D. Aberrant localization of synchronous hemodynamic activity in auditory cortex reliably characterizes schizophrenia. Biol. Psychiatry 55 8 (2004) 842-849
15. Calhoun V.D., Adali T., Kiehl K.A., Astur R.S., Pekar J.J., and Pearlson G.D. A method for multi-task fMRI data fusion applied to schizophrenia. Hum. Brain Mapp. 27 7 (2006) 598-610
16. Calhoun V.D., Pearlson G.D., and Kiehl K.A. Neuronal chronometry of target detection: fusion of hemodynamic and event-related potential data. NeuroImage 30 2 (2006) 544-553
17. Chan R.C., Chen E.Y., and Law C.W. Specific executive dysfunction in patients with first-episode medication-naive schizophrenia. Schizophr. Res. 82 1 (2006) 51-64
18. Cordes D., Haughton V.M., Arfanakis K., Wendt G.J., Turski P.A., Moritz C.H., Quigley M.A., and Meyerand M.E. Mapping functionally related regions of brain with functional connectivity MR imaging. AJNR Am. J. Neuroradiol. 21 9 (2000) 1636-1644
19. Cordes D., Haughton V.M., Arfanakis K., Carew J.D., Turski P.A., Moritz C.H., Quigley M.A., and Meyerand M.E. Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data. AJNR Am. J. Neuroradiol. 22 7 (2001) 1326-1333
20. Cordes D., Haughton V., Carew J.D., Arfanakis K., and Maravilla K. Hierarchical clustering to measure connectivity in fMRI resting-state data. Magn. Reson. Imaging 20 4 (2002) 305-317
21. Dickey C.C., McCarley R.W., Voglmaier M.M., Niznikiewicz M.A., Seidman L.J., Frumin M., Toner S., Demeo S., and Shenton M.E. A MRI study of fusiform gyrus in schizotypal personality disorder. Schizophr. Res. 64 1 (2003) 35-39
22. Esposito F., Scarabino T., Hyvarinen A., Himberg J., Formisano E., Comani S., Tedeschi G., Goebel R., Seifritz E., and Di S.F. Independent component analysis of fMRI group studies by self-organizing clustering. NeuroImage 25 1 (2005) 193-205
23. First M.B., Spitzer R.L., Gibbon M., Williams J.B.W., 1995. Structured Clinical interview for DSM-IV axis I disorders-patient edition (SCID-I/P, Version 2.0). New York: Biometrics Research Department, New York State Psychiatric Institute.
24. Ford J.M., Johnson M.B., Whitfield S.L., Faustman W.O., and Mathalon D.H. Delayed hemodynamic responses in schizophrenia. NeuroImage 26 3 (2005) 922-931
25. Friston K.J. Functional and effective connectivity in neuroimaging: a synthesis. Hum. Brain Mapp. 2 (1995) 56-78
26. Friston K.J., and Frith C.D. Schizophrenia: a disconnection syndrome?. Clin. Neurosci. 3 2 (1995) 89-97
27. Frith C.D., Friston K.J., Herold S., Silbersweig D., Fletcher P., Cahill C., Dolan R.J., Frackowiak R.S., and Liddle P.F. Regional brain activity in chronic schizophrenic patients during the performance of a verbal fluency task. Br. J. Psychiatry 167 3 (1995) 343-349
28. Ganzevles P.G., and Haenen M.A. A preliminary study of externally and self-ordered task performance in schizophrenia. Schizophr. Res. 16 1 (1995) 67-71
29. Garrity A., Pearlson G.D., McKiernan K., Lloyd D., Kiehl K.A., and Calhoun V.D. Aberrant 'default mode' functional connectivity in schizophrenia. Am. J. Psychiatry 164 3 (2007) 450-457
30. Gaser C., Nenadic I., Volz H.P., Buchel C., and Sauer H. Neuroanatomy of "hearing voices": a frontotemporal brain structural abnormality associated with auditory hallucinations in schizophrenia. Cereb. Cortex 14 1 (2004) 91-96
31. Genovese C.R., Lazar N.A., and Nichols T. Thresholding of statistical maps in functional neuroimaging using the false discovery rate. NeuroImage 15 4 (2002) 870-878
32. Greicius M.D., Srivastava G., Reiss A.L., and Menon V. Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI. Proc. Natl. Acad. Sci. U. S. A. 101 13 (2004) 4637-4642
33. Heinrichs R.W., and Zakzanis K.K. Neurocognitive deficit in schizophrenia: a quantitative review of the evidence. Neuropsychology 12 3 (1998) 426-445
34. Herbster A.N., Nichols T., Wiseman M.B., Mintun M.A., DeKosky S.T., and Becker J.T. Functional connectivity in auditory-verbal short-term memory in Alzheimer's disease. NeuroImage 4 2 (1996) 67-77
35. Honey G.D., Pomarol-Clotet E., Corlett P.R., Honey R.A., McKenna P.J., and Bullmore E.T. Functional disconnectivity in schizophrenia associated with attentional modulation of motor function. Brain 128 (2005) 2597-2611
36. Jorm A.F., Mackinnon A., Christensen H., and Griffiths K.M. Structure of beliefs about the helpfulness of interventions for depression and schizophrenia. Results from a national survey of the Australian public. Soc. Psychiatry Psychiatr. Epidemiol. 40 11 (2005) 877-883
37. Josin G.M., and Liddle P.F. Neural network analysis of the pattern of functional connectivity between cerebral areas in schizophrenia. Biol. Cybern. 84 2 (2001) 117-122
38. Kim D., Zemon V., Saperstein A., Butler P.D., and Javitt D.C. Dysfunction of early-stage visual processing in schizophrenia: harmonic analysis. Schizophr. Res. 76 1 (2005) 55-65
39. Kivinienri V., Kantola J.H., Biswal B.B., Jauhiainen J., Hyvarinen A., and Tervonen O. Localization of the resting state vasomotor fluctuation with FFT. Cross Correlation, Principal Component and Independent Component Analysis of fMRI Data (2001) 1708
40. Lawrie S.M., Buechel C., Whalley H.C., Frith C.D., Friston K.J., and Johnstone E.C. Reduced frontotemporal functional connectivity in schizophrenia associated with auditory hallucinations. Biol. Psychiatry 51 12 (2002) 1008-1011
41. Levy D.L., Lajonchere C.M., Dorogusker B., Min D., Lee S., Tartaglini A., Lieberman J.A., and Mendell N.R. Quantitative characterization of eye tracking dysfunction in schizophrenia. Schizophr. Res. 42 3 (2000) 171-185
42. Li Y., Adali T., and Calhoun V.D. Estimating the number of independent components for fMRI data. Hum. Brain Map. 28 (2007) 1251-1266
43. Liang M., Zhou Y., Jiang T., Liu Z., Tian L., Liu H., and Hao Y. Widespread functional disconnectivity in schizophrenia with resting-state functional magnetic resonance imaging. NeuroReport 17 2 (2006) 209-213
44. Liddle P.F. Syndromes of schizophrenia on factor analysis. Br. J. Psychiatry 161 (1992) 861
45. Liddle P.F., Friston K.J., Frith C.D., Hirsch S.R., Jones T., and Frackowiak R.S. Patterns of cerebral blood flow in schizophrenia. Br. J. Psychiatry 160 (1992) 179-186
46. Liu, J., Calhoun, V.D., 2007. Parallel independent component analysis for multimodal analysis: application to fMRI and EEG DATA.
47. Lowe M.J., Mock B.J., and Sorenson J.A. Functional connectivity in single and multislice echoplanar imaging using resting-state fluctuations. NeuroImage 7 2 (1998) 119-132
48. Makeig S., Delorme A., Westerfield M., Jung T.P., Townsend J., Courchesne E., and Sejnowski T.J. Electroencephalographic brain dynamics following manually responded visual targets. PLoS Biol. 2 6 (2004) e176
49. McKeown M.J., Makeig S., Brown G.G., Jung T.P., Kindermann S.S., Bell A.J., and Sejnowski T.J. Analysis of fMRI data by blind separation into independent spatial components. Hum. Brain Mapp. 6 (1998) 160-188
50. Menon V., Anagnoson R.T., Glover G.H., and Pfefferbaum A. Functional magnetic resonance imaging evidence for disrupted basal ganglia function in schizophrenia. Am. J. Psychiatry 158 4 (2001) 646-649
51. Meyer-Lindenberg A., Poline J.B., Kohn P.D., Holt J.L., Egan M.F., Weinberger D.R., and Berman K.F. Evidence for abnormal cortical functional connectivity during working memory in schizophrenia. Am. J. Psychiatry 158 11 (2001) 1809-1817
52. Mikula S., and Niebur E. A novel method for visualizing functional connectivity using principal component analysis. Int. J. Neurosci. 116 4 (2006) 419-429
53. Paulus M.P., Hozack N.E., Zauscher B.E., Frank L., Brown G.G., McDowell J., and Braff D.L. Parietal dysfunction is associated with increased outcome-related decision-making in schizophrenia patients. Biol. Psychiatry 51 12 (2002) 995-1004
54. Pearlson G.D. Neurobiology of schizophrenia. Ann. Neurol. 48 4 (2000) 556-566
55. Raichle M.E., MacLeod A.M., Snyder A.Z., Powers W.J., Gusnard D.A., and Shulman G.L. A default mode of brain function. Proc. Natl. Acad. Sci. U. S. A. 98 2 (2001) 676-682
56. Rajapakse J.C., Tan C.L., Zheng X., Mukhopadhyay S., and Yang K. Exploratory analysis of brain connectivity with ICA. IEEE Eng. Med. Biol. Mag. 25 2 (2006) 102-111
57. Spitzer R.L., Williams J.B., Gibbon M. 1996. Structured Clinical interview for DSM-IV: Non-patient edition (SCID-NP). New York: Biometrics Research Department, New York State Psychiatric Institute.
58. Stevens M.C., Kiehl K.A., Pearlson G., and Calhoun V.D. Functional neural circuits for mental timekeeping. Hum. Brain Mapp. (2006)
59. Talairach J., and Tournoux P. A Co-Planar Sterotaxic Atlas of a Human Brain (1988), Georg Thieme Verlag, Thieme, Stuttgart
60. Turner G.H., and Twieg D.B. Study of temporal stationarity and spatial consistency of fMRI noise using independent component analysis. IEEE Trans. Med. Imag. 24 6 (2005) 712-718
61. Van de Ven V.G., Formisano E., Prvulovic D., Roeder C.H., and Linden D.E. Functional connectivity as revealed by spatial independent component analysis of fMRI measurements during rest. Hum. Brain Mapp. 22 3 (2004) 165-178