Changes in Resting State Effective Connectivity in the Motor Network Following Rehabilitation of Upper Extremity Poststroke Paresis

REFERENCES

• Rosamond W, Flegal K, Friday G, et al. Heart disease and stroke statistics-2007 update: a report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. Circulation. 2007;115(5):e69–171.
   PubMed Web of Science ®Google Scholar
• Catalan MJ, Honda M, Weeks RA, Cohen LG, Hallett M. The functional neuroanatomy of simple and complex sequential finger movements: a PET study. Brain. 1998;121 (Pt 2):25364.
   Google Scholar
• Deiber MP, Passingham RE, Colebatch JG, Friston KJ, Nixon PD, Frackowiak RS. Cortical areas and the selection of movement: a study with positron emission tomography. Exp Brain Res. 1991;84(2):393–402.
   PubMed Web of Science ®Google Scholar
• Grafton ST, Mazziotta JC, Presty S, Friston KJ, Frackowiak RS, Phelps ME. Functional anatomy of human procedural learning determined with regional cerebral blood flow and PET. I Neurosci. 1992;12(7):2542–2548.
   Google Scholar
• Jenkins IH, Brooks DJ, Nixon PD, Frackowiak RS, Passingham RE. Motor sequence learning: a study with positron emission tomography. I Neurosci. 1994;14(6):3775–3790.
   Google Scholar
• Yousry TA, Schmid UD, Alkadhi H, et al. Localization of the motor hand area to a knob on the precentral gyrus. A new landmark. Brain. 1997;120(Pt 1):141–157.
   PubMed Web of Science ®Google Scholar
• Toni I, Krams M, Turner R, Passingham RE. The time course of changes during motor sequence learning: a whole-brain fMRI study. Neurolmage. 1998;8(1):50–61.
   PubMed Web of Science ®Google Scholar
• He AG, Tan LH, Tang Y, et al. Modulation of neural connectivity during tongue movement and reading. Hum Brain Mapping. 2003;18(3):222–232.
   PubMed Web of Science ®Google Scholar
• Hansen LK, Larsen J, Nielsen FA, et al. Generalizable patterns in neuroimaging: how many principal components? Neurolmage. 1999;9(5):534–544.
   PubMed Web of Science ®Google Scholar
• Moeller JR, Strother SC. A regional covariance approach to the analysis of functional patterns in positron emission tomographic data. I Cereb Blood Row Metab. 1991;11(2):A121–135.
   Google Scholar
• McIntosh AR, Bookstein FL, Haxby JV, Grady CL. Spatial pattern analysis of functional brain images using partial least squares. Neurolmage. 1996;3 (3 Pt 1):143–157.
   PubMed Web of Science ®Google Scholar
• McKeown MJ, Jung TP, Makeig S, et al. Spatially independent activity patterns in functional MRI data during the Stroop color-naming task. Proc Natl Acad Sci USA. 1998;95(3):803–810.
   PubMed Web of Science ®Google Scholar
• McKeown MJ, Makeig S, Brown GG, et al. Analysis of fMRI data by blind separation into independent spatial components. Hum Brain Mapping. 1998;6(3):160–188.
   PubMed Web of Science ®Google Scholar
• McIntosh AR, Gonzalez-Lima F. Structural modeling of functional neural pathways mapped with 2-deoxyglucose: effects of acoustic startle habituation on the auditory system. Brain Res. 1991;547(2):295–302.
   PubMed Web of Science ®Google Scholar
• Buchel C, Friston KJ. Modulation of connectivity in visual pathways by attention: cortical interactions evaluated with structural equation modelling and fMRI. Cereb Cortex. 1997;7(8):768–778.
   PubMed Web of Science ®Google Scholar
• Buchel C, Coull JT, Friston KJ. The predictive value of changes in effective connectivity for human learning. Science. 1999;283(5407):1538–1541.
   PubMed Web of Science ®Google Scholar
• James GA, Kelley ME, Craddock RC, et al. Exploratory structural equation modeling of resting-state fMRI: applicability of group models to individual subjects. Neurolmage. 2009;45: 778–787.
   PubMed Web of Science ®Google Scholar
• Zhuang J, LaConte S, Peltier S, Zhang K, Hu X. Connectivity exploration with structural equation modeling: an fMRI study of bimanual motor coordination. Neurolmage. 2005;25(2):462–470.
   PubMed Web of Science ®Google Scholar
• Craggs JG, Price DD, Verne GN, Perlstein WM, Robinson MM. Functional brain interactions that serve cognitive-affective processing during pain and placebo analgesia. Neurolmage. 2007;38(4): 720–729.
   PubMed Web of Science ®Google Scholar
• Glen DR, Chen G. Structural Equation Modeling (SEM) or Path Analysis in AFNI. Available at: http://afni.nimh.nih.gov/sscc/gangc/PathAna.html. Accessed 2007.
   Google Scholar
• Krakauer JW. Functional imaging of motor recovery after stroke: remaining challenges. Curr Neurol Neurosci Rep. 2004;4(1 ):42–46.
   PubMedGoogle Scholar
• Jezzard P, Matthews PM, Smith SM. Functional MRI: An Introduction to Methods. Oxford, New York: Oxford University Press; 2001: xiii, 390.
   Google Scholar
• Kim YH, Jang SH, Chang Y, Byun WM, Son S, Ahn SH. Bilateral primary sensori-motor cortex activation of post-stroke mirror movements: an fMRI study. Neuroreport. 2003;140 0): 1329–1332.
   Google Scholar
• Wittenberg GF, Bastian AJ, Dromerick AW, Thach WT, Powers WI. Mirror movements complicate interpretation of cerebral activation changes during recovery from subcortical infarction. Neurorehabil Neural Repair. 2000;14(3):213–221.
   PubMed Web of Science ®Google Scholar
• Biswal B, Yetkin FZ, Naughton VM, Hyde JS. Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med. 1995;34(4):537–541.
   PubMed Web of Science ®Google Scholar
• Laufs H, Kleinschmidt A, Beyerle A, et al. EEG-correlated fMRI of human alpha activity. Neuroimage. 2003;19(4):1463–1476.
   PubMed Web of Science ®Google Scholar
• Mantini D, Perrucci MG, Del Gratta C, Romani GL, Corbetta M. Electrophysiological signatures of resting state networks in the human brain. Proc Natl Acad Sci USA. 2007;104(32): 13170–13175.
   PubMed Web of Science ®Google Scholar
• Greicius MD, Srivastava G, Reiss AL, Menon V. Default-mode network activity distinguishes Alzheimer's disease from healthy aging: evidence from functional MRI. Proc Natl Acad Sci USA. 2004;101 (13):4637–4642.
   PubMed Web of Science ®Google Scholar
• Vincent IL, Patel GH, Fox MD, et al. Intrinsic fun-ctional architecture in the anaesthetized monkey brain. Nature. 2007;447(7140):83–86.
   PubMed Web of Science ®Google Scholar
• Buckner RL, Andrews-Hanna JR, Schacter DL. The brain's default network: anatomy, function, and relevance to disease. Ann NY Acad Sci. 2008; 1124:1–38.
   PubMed Web of Science ®Google Scholar
• Fox MD, Raichle ME. Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci. 2007;8(9):700–711.
   PubMed Web of Science ®Google Scholar
• Damoiseaux JS, Rombouts SA, Barkhof F, et al. Consistent resting-state networks across healthy subjects. Proc Natl Acad Sci USA. 2006;103(37):13848–13853.
   PubMed Web of Science ®Google Scholar
• Chen S, Ross TJ, Zhan W, et al. Group independent component analysis reveals consistent resting-state networks across multiple sessions. Brain Res. 2008;1239(6):141–151.
   PubMed Web of Science ®Google Scholar
• Waites AB, Stanislavsky A, Abbott DF, Jackson GD. Effect of prior cognitive state on resting state networks measured with functional connectivity. Hum Brain Mapping. 2005;24(1):59–68.
   PubMed Web of Science ®Google Scholar
• He BJ, Snyder AZ, Vincent IL, Epstein A, Shulman GL, Corbetta M. Breakdown of functional connectivity in frontoparietal networks underlies behavioral deficits in spatial neglect. Neuron. 2007;53(6):905–918.
   PubMed Web of Science ®Google Scholar
• Greicius MD, Flores BH, Menon V, et al. Resting-state functional connectivity in major depression: abnormally increased contributions from subgenual cingulate cortex and thalamus. Bio/ Psychiatry 2007;62(5):429–437.
   PubMed Web of Science ®Google Scholar
• Bluhm RL, Miller J, Lanius RA, et al. Spontaneous low-frequency fluctuations in the BOLD signal in schizophrenic patients: anomalies in the default network. Schizophr Bull. 2007;33(4): 1004–1012.
   PubMed Web of Science ®Google Scholar
• Seeley WW, Menon V, Schatzberg AF, et al. Dissociable intrinsic connectivity networks for salience processing and executive control. I Neurosci. 2007;27(9):2349–2356.
   Web of Science ®Google Scholar
• Hampson M, Driesen NR, Skudlarski P, Gore JC, Constable RT. Brain connectivity related to working memory performance. I Neurosci. 2006;26(51):13338–13343.
   PubMed Web of Science ®Google Scholar
• Biswal BB, Van Kylen J, Hyde JS. Simultaneous assessment of flow and BOLD signals in resting-state functional connectivity maps. NMR Biomed. 1997;10(4-5):165–170.
   PubMed Web of Science ®Google Scholar
• Fox MD, Corbetta M, Snyder AZ, Vincent IL, Raichle ME. Spontaneous neuronal activity distinguishes human dorsal and ventral attention systems. Proc Natl Acad Sci USA. 2006;103(26):10046–10051.
   PubMed Web of Science ®Google Scholar
• Fransson P, Skiold B, Horsch S, et al. Resting-state networks in the infant brain. Proc Natl Acad Sci USA. 2007;104(39):15531–15536.
   PubMed Web of Science ®Google Scholar
• Fox MD, Snyder AZ, Vincent IL, Corbetta M, Van Essen DC, Raichle ME. The human brain is intrinsically organized into dynamic, anticorrelated functional networks. Proc Natl Acad Sci USA. 2005;102(27):9673–9678.
   PubMed Web of Science ®Google Scholar
• Greicius MD, Krasnow B, Reiss AL, Menon V. Functional connectivity in the resting brain: a network analysis of the default mode hypothesis. Proc Natl Acad Sci USA. 2003;100(1):253–258.
   PubMed Web of Science ®Google Scholar
• Grefkes C, Eickhoff SB, Nowak DA, Dafotakis M, Fink GR. Dynamic intra- and interhemispheric interactions during unilateral and bilateral hand movements assessed with fMRI and DCM. Neurolmage. 2008;41(4):1382–1394.
   PubMed Web of Science ®Google Scholar
• Winstein CJ, Rose DK, Tan SM, Lewthwaite R, Chui HC, Azen SR A randomized controlled comparison of upper-extremity rehabilitation strategies in acute stroke: a pilot study of immediate and long-term outcomes. Arch Phys Med Rehabil. 2004;85(4):620–628.
   PubMed Web of Science ®Google Scholar
• Kalra L, Potter J, Patel M, McCormack P, Swift CG. The role of standardised assessments in comparing stroke unit rehabilitation. Cerebrovasc Dis. 1997;7:77–84.
   Web of Science ®Google Scholar
• Bates B, Choi JY, Duncan PW, et al. Veterans Affairs/Department of Defense Clinical Practice Guideline for the Management of Adult Stroke Rehabilitation Care: executive summary. Stroke. 2005;36(9):2049–2056.
   PubMed Web of Science ®Google Scholar
• Folstein MF, Folstein SE, McHugh PR. "Mini-mental state". A practical method for grading the cognitive state of patients for the clinician. I Psychiatr Res. 1975;12(3):189–198.
   Web of Science ®Google Scholar
• Mahoney FI, Barthel DW. Functional evaluation:The Barthel Index. Md State Med J. 1965;14:61–65.
   PubMedGoogle Scholar
• Wolf SL, Catlin PA, Ellis M, Archer AL, Morgan B, Piacentino A. Assessing Wolf Motor Function Test as outcome measure for research in patients after stroke. Stroke. 2001;32(7):1635–1639.
   PubMed Web of Science ®Google Scholar
• Fugl-Meyer AR, Jaasko L, Leyman I, Olsson S, Steglind S. The post-stroke hemiplegic patient. 1. a method for evaluation of physical performance. Scand J Rehabil Med. 1975;7(1):13–31.
   PubMedGoogle Scholar
• Duncan PW, Wallace D, Lai SM, Johnson D, Embretson S, Laster U. The stroke impact scale version 2.0. Evaluation of reliability, validity, and sensitivity to change. Stroke. 1999;30(10):2131–2140.
   PubMed Web of Science ®Google Scholar
• Lowe B, Unutzer J, Callahan CM, Perkins AJ, Kroenke K. Monitoring depression treatment outcomes with the patient health questionnaire-9. Med Care. 2004;42(12):1194–1201.
   PubMed Web of Science ®Google Scholar
• Williams LS, Brizendine EJ, Plue L, et al. Performance of the PHQ-9 as a screening tool for depression after stroke. Stroke. 2005;36(3):635–658.
   PubMed Web of Science ®Google Scholar
• Winstein Cl. Motor learning considerations in stroke rehabilitation. In: Duncan PW, Badke MB, eds. Stroke Rehabilitation: The Recovery of Motor Control. Chicago: Year Book Medical; 1987:109–34.
   Google Scholar
• Hanlon RE. Motor learning following unilateral stroke. Arch Phys Med Rehabil. 1996;77(8): 811–815.
   PubMed Web of Science ®Google Scholar
• James GA, Kelley ME, Craddock RC, et al. Exploratory structural equation modeling of resting-state fMRI: applicability of group models to individual subjects. Neurolmag. 2009;45:778–787.
   PubMed Web of Science ®Google Scholar
• Solodkin A, Hlustik P, Chen EE, Small SL. Fine modulation in network activation during motor execution and motor imagery. Cereb Cortex. 2004;14(11):1246–1255.
   PubMed Web of Science ®Google Scholar
• Peltier SJ, Noll DC. T(2)(*) dependence of low frequency functional connectivity. Neurolmage. 2002;16(4):985–992.
   PubMed Web of Science ®Google Scholar
• Johansen-Berg H. Functional imaging of stroke recovery: what have we learnt and where do we go from here? Intl Stroke. 2007;2(1):7–16.
   PubMed Web of Science ®Google Scholar
• Ward NS, Brown MM, Thompson AJ, Frackowiak RS. Neural correlates of motor recovery after stroke: a longitudinal fMRI study. Brain. 2003;126 (Pt 11):2476–2496.
   PubMed Web of Science ®Google Scholar