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Erschienen in: Neuroradiology 4/2016

28.01.2016 | Functional Neuroradiology

The plasticity of intrinsic functional connectivity patterns associated with rehabilitation intervention in chronic stroke patients

verfasst von: Xiaohui Zheng, Limin Sun, Dazhi Yin, Jie Jia, Zhiyong Zhao, Yuwei Jiang, Xiangmin Wang, Jie Wu, Jiayu Gong, Mingxia Fan

Erschienen in: Neuroradiology | Ausgabe 4/2016

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Abstract

Introduction

It has been demonstrated that rehabilitative interventions can promote motor function recovery in stroke patients. However, little is known regarding the neural mechanisms that underlie the rehabilitation treatments. The aim of this study was to investigate the plasticity of intrinsic functional connectivity patterns that are associated with rehabilitation intervention in chronic stroke patients.

Methods

Twelve chronic stroke patients with subcortical lesions in the left motor pathway participated in a 4-week rehabilitation intervention and underwent resting-state functional magnetic resonance imaging (fMRI) scanning before and after the intervention. Both functional connectivity analyses of the ipsilesional (left) primary motor cortex (M1) and measurements of the lateralization index of the connectivity patterns were performed in both the stroke patients and healthy controls (HC).

Results

Compared with the HC, the decreased connectivity of the ipsilesional M1 with the contralesional sensorimotor cortex (SMC), bilateral supplementary motor areas, and inferior parietal lobule due to stroke were remarkably restored after the intervention. More specifically, the lateralization index of the bilateral SMC tends to be the normal level. Moreover, comparing post- with pre-intervention, we observed significantly increased connectivity of ipsilesional M1 with the contralesional M1 and medial superior frontal gyrus (mSFG). Additionally, the index of pre-intervention connectivity with the contralesional mSFG was positively correlated with motor improvement.

Conclusion

The impact of rehabilitation intervention on intrinsic functional connectivity patterns throughout the brain was measurable on resting-state fMRI, and systematic assessment of resting-state functional connectivity can provide prognostic insight for later motor improvement.
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Literatur
1.
Zurück zum Zitat Duncan PW, Goldstein LB, Matchar D, Divine GW, Feussner J (1992) Measurement of motor recovery after stroke. Outcome assessment and sample size requirements. Stroke; a J Cerebral Circ 23(8):1084–1089CrossRef Duncan PW, Goldstein LB, Matchar D, Divine GW, Feussner J (1992) Measurement of motor recovery after stroke. Outcome assessment and sample size requirements. Stroke; a J Cerebral Circ 23(8):1084–1089CrossRef
3.
Zurück zum Zitat Loubinoux I, Carel C, Pariente J, Dechaumont S, Albucher JF, Marque P, Manelfe C, Chollet F (2003) Correlation between cerebral reorganization and motor recovery after subcortical infarcts. NeuroImage 20(4):2166–2180CrossRefPubMed Loubinoux I, Carel C, Pariente J, Dechaumont S, Albucher JF, Marque P, Manelfe C, Chollet F (2003) Correlation between cerebral reorganization and motor recovery after subcortical infarcts. NeuroImage 20(4):2166–2180CrossRefPubMed
4.
Zurück zum Zitat Loubinoux I, Dechaumont-Palacin S, Castel-Lacanal E, De Boissezon X, Marque P, Pariente J, Albucher JF, Berry I, Chollet F (2007) Prognostic value of FMRI in recovery of hand function in subcortical stroke patients. Cereb Cortex (New York, NY: 1991) 17(12):2980–2987. doi:10.1093/cercor/bhm023 Loubinoux I, Dechaumont-Palacin S, Castel-Lacanal E, De Boissezon X, Marque P, Pariente J, Albucher JF, Berry I, Chollet F (2007) Prognostic value of FMRI in recovery of hand function in subcortical stroke patients. Cereb Cortex (New York, NY: 1991) 17(12):2980–2987. doi:10.​1093/​cercor/​bhm023
7.
Zurück zum Zitat Cramer SC, Nelles G, Benson RR, Kaplan JD, Parker RA, Kwong KK, Kennedy DN, Finklestein SP, Rosen BR (1997) A functional MRI study of subjects recovered from hemiparetic stroke. Stroke; A J Cereb Circ 28(12):2518–2527CrossRef Cramer SC, Nelles G, Benson RR, Kaplan JD, Parker RA, Kwong KK, Kennedy DN, Finklestein SP, Rosen BR (1997) A functional MRI study of subjects recovered from hemiparetic stroke. Stroke; A J Cereb Circ 28(12):2518–2527CrossRef
8.
Zurück zum Zitat Pineiro R, Pendlebury S, Johansen-Berg H, Matthews PM (2002) Altered hemodynamic responses in patients after subcortical stroke measured by functional MRI. Stroke; A J Cereb Circ 33(1):103–109CrossRef Pineiro R, Pendlebury S, Johansen-Berg H, Matthews PM (2002) Altered hemodynamic responses in patients after subcortical stroke measured by functional MRI. Stroke; A J Cereb Circ 33(1):103–109CrossRef
9.
Zurück zum Zitat Sun L, Yin D, Zhu Y, Fan M, Zang L, Wu Y, Jia J, Bai Y, Zhu B, Hu Y (2013) Cortical reorganization after motor imagery training in chronic stroke patients with severe motor impairment: a longitudinal fMRI study. Neuroradiology 55(7):913–925. doi:10.1007/s00234-013-1188-z CrossRefPubMed Sun L, Yin D, Zhu Y, Fan M, Zang L, Wu Y, Jia J, Bai Y, Zhu B, Hu Y (2013) Cortical reorganization after motor imagery training in chronic stroke patients with severe motor impairment: a longitudinal fMRI study. Neuroradiology 55(7):913–925. doi:10.​1007/​s00234-013-1188-z CrossRefPubMed
10.
Zurück zum Zitat Ward NS, Brown MM, Thompson AJ, Frackowiak RS (2003) Neural correlates of motor recovery after stroke: a longitudinal fMRI study. Brain : J Neurol 126(Pt 11):2476–2496. doi:10.1093/brain/awg245 CrossRef Ward NS, Brown MM, Thompson AJ, Frackowiak RS (2003) Neural correlates of motor recovery after stroke: a longitudinal fMRI study. Brain : J Neurol 126(Pt 11):2476–2496. doi:10.​1093/​brain/​awg245 CrossRef
11.
Zurück zum Zitat Biswal B, Yetkin FZ, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 34(4):537–541CrossRefPubMed Biswal B, Yetkin FZ, Haughton VM, Hyde JS (1995) Functional connectivity in the motor cortex of resting human brain using echo-planar MRI. Magn Reson Med 34(4):537–541CrossRefPubMed
15.
Zurück zum Zitat Park JY, Kim YH, Chang WH, Park CH, Shin YI, Kim ST, Pascual-Leone A (2014) Significance of longitudinal changes in the default-mode network for cognitive recovery after stroke. European J Neurosci 40(4):2715–2722. doi:10.1111/ejn.12640 CrossRef Park JY, Kim YH, Chang WH, Park CH, Shin YI, Kim ST, Pascual-Leone A (2014) Significance of longitudinal changes in the default-mode network for cognitive recovery after stroke. European J Neurosci 40(4):2715–2722. doi:10.​1111/​ejn.​12640 CrossRef
16.
Zurück zum Zitat van Hees S, McMahon K, Angwin A, de Zubicaray G, Read S, Copland DA (2014) A functional MRI study of the relationship between naming treatment outcomes and resting state functional connectivity in post-stroke aphasia. Hum Brain Mapp 35(8):3919–3931. doi:10.1002/hbm.22448 CrossRefPubMed van Hees S, McMahon K, Angwin A, de Zubicaray G, Read S, Copland DA (2014) A functional MRI study of the relationship between naming treatment outcomes and resting state functional connectivity in post-stroke aphasia. Hum Brain Mapp 35(8):3919–3931. doi:10.​1002/​hbm.​22448 CrossRefPubMed
18.
Zurück zum Zitat Park CH, Chang WH, Ohn SH, Kim ST, Bang OY, Pascual-Leone A, Kim YH (2011) Longitudinal changes of resting-state functional connectivity during motor recovery after stroke. Stroke; J Cereb Circ 42(5):1357–1362. doi:10.1161/strokeaha.110.596155 CrossRef Park CH, Chang WH, Ohn SH, Kim ST, Bang OY, Pascual-Leone A, Kim YH (2011) Longitudinal changes of resting-state functional connectivity during motor recovery after stroke. Stroke; J Cereb Circ 42(5):1357–1362. doi:10.​1161/​strokeaha.​110.​596155 CrossRef
20.
Zurück zum Zitat Barzel A, Ketels G, Tetzlaff B, Kruger H, Haevernick K, Daubmann A, Wegscheider K, Scherer M (2013) Enhancing activities of daily living of chronic stroke patients in primary health care by modified constraint-induced movement therapy (HOMECIMT): study protocol for a cluster randomized controlled trial. Trials 14:334. doi:10.1186/1745-6215-14-334 CrossRefPubMedPubMedCentral Barzel A, Ketels G, Tetzlaff B, Kruger H, Haevernick K, Daubmann A, Wegscheider K, Scherer M (2013) Enhancing activities of daily living of chronic stroke patients in primary health care by modified constraint-induced movement therapy (HOMECIMT): study protocol for a cluster randomized controlled trial. Trials 14:334. doi:10.​1186/​1745-6215-14-334 CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Brunnstrom S (1966) Motor testing procedures in hemiplegia: based on sequential recovery stages. Phys Ther 46(4):357–375PubMed Brunnstrom S (1966) Motor testing procedures in hemiplegia: based on sequential recovery stages. Phys Ther 46(4):357–375PubMed
23.
Zurück zum Zitat Oldfield RC (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9(1):97–113CrossRefPubMed Oldfield RC (1971) The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 9(1):97–113CrossRefPubMed
24.
Zurück zum Zitat Fugl-Meyer AR, Jaasko L, Leyman I, Olsson S, Steglind S (1975) The post-stroke hemiplegic patient. 1. A method for evaluation of physical performance. Scand J Rehabil Med 7(1):13–31PubMed Fugl-Meyer AR, Jaasko L, Leyman I, Olsson S, Steglind S (1975) The post-stroke hemiplegic patient. 1. A method for evaluation of physical performance. Scand J Rehabil Med 7(1):13–31PubMed
26.
Zurück zum Zitat Cordes D, Haughton VM, Arfanakis K, Carew JD, Turski PA, Moritz CH, Quigley MA, Meyerand ME (2001) Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data. AJNR Am J Neuroradiol 22(7):1326–1333PubMed Cordes D, Haughton VM, Arfanakis K, Carew JD, Turski PA, Moritz CH, Quigley MA, Meyerand ME (2001) Frequencies contributing to functional connectivity in the cerebral cortex in "resting-state" data. AJNR Am J Neuroradiol 22(7):1326–1333PubMed
27.
Zurück zum Zitat Wang L, Yu C, Chen H, Qin W, He Y, Fan F, Zhang Y, Wang M, Li K, Zang Y, Woodward TS, Zhu C (2010) Dynamic functional reorganization of the motor execution network after stroke. Brain : J Neurol 133(Pt 4):1224–1238. doi:10.1093/brain/awq043 CrossRef Wang L, Yu C, Chen H, Qin W, He Y, Fan F, Zhang Y, Wang M, Li K, Zang Y, Woodward TS, Zhu C (2010) Dynamic functional reorganization of the motor execution network after stroke. Brain : J Neurol 133(Pt 4):1224–1238. doi:10.​1093/​brain/​awq043 CrossRef
28.
Zurück zum Zitat Hampson M, Peterson BS, Skudlarski P, Gatenby JC, Gore JC (2002) Detection of functional connectivity using temporal correlations in MR images. Hum Brain Mapp 15(4):247–262CrossRefPubMed Hampson M, Peterson BS, Skudlarski P, Gatenby JC, Gore JC (2002) Detection of functional connectivity using temporal correlations in MR images. Hum Brain Mapp 15(4):247–262CrossRefPubMed
29.
Zurück zum Zitat Tang Q, Li G, Liu T, Wang A, Feng S, Liao X, Jin Y, Guo Z, He B, McClure MA, Xing G, Mu Q (2015) Modulation of interhemispheric activation balance in motor-related areas of stroke patients with motor recovery: systematic review and meta-analysis of fMRI studies. Neurosci Biobehav Rev 57:392–400. doi:10.1016/j.neubiorev.2015.09.003 CrossRefPubMed Tang Q, Li G, Liu T, Wang A, Feng S, Liao X, Jin Y, Guo Z, He B, McClure MA, Xing G, Mu Q (2015) Modulation of interhemispheric activation balance in motor-related areas of stroke patients with motor recovery: systematic review and meta-analysis of fMRI studies. Neurosci Biobehav Rev 57:392–400. doi:10.​1016/​j.​neubiorev.​2015.​09.​003 CrossRefPubMed
30.
31.
Zurück zum Zitat Marshall RS, Perera GM, Lazar RM, Krakauer JW, Constantine RC, DeLaPaz RL (2000) Evolution of cortical activation during recovery from corticospinal tract infarction. Stroke; J Cereb Circ 31(3):656–661CrossRef Marshall RS, Perera GM, Lazar RM, Krakauer JW, Constantine RC, DeLaPaz RL (2000) Evolution of cortical activation during recovery from corticospinal tract infarction. Stroke; J Cereb Circ 31(3):656–661CrossRef
33.
Zurück zum Zitat Carter AR, Astafiev SV, Lang CE, Connor LT, Rengachary J, Strube MJ, Pope DL, Shulman GL, Corbetta M (2010) Resting interhemispheric functional magnetic resonance imaging connectivity predicts performance after stroke. Ann Neurol 67(3):365–375. doi:10.1002/ana.21905 PubMedPubMedCentral Carter AR, Astafiev SV, Lang CE, Connor LT, Rengachary J, Strube MJ, Pope DL, Shulman GL, Corbetta M (2010) Resting interhemispheric functional magnetic resonance imaging connectivity predicts performance after stroke. Ann Neurol 67(3):365–375. doi:10.​1002/​ana.​21905 PubMedPubMedCentral
34.
Zurück zum Zitat Calautti C, Leroy F, Guincestre JY, Baron JC (2001) Dynamics of motor network overactivation after striatocapsular stroke: a longitudinal PET study using a fixed-performance paradigm. Stroke; J Cereb Circ 32(11):2534–2542CrossRef Calautti C, Leroy F, Guincestre JY, Baron JC (2001) Dynamics of motor network overactivation after striatocapsular stroke: a longitudinal PET study using a fixed-performance paradigm. Stroke; J Cereb Circ 32(11):2534–2542CrossRef
35.
Zurück zum Zitat Gerloff C, Bushara K, Sailer A, Wassermann EM, Chen R, Matsuoka T, Waldvogel D, Wittenberg GF, Ishii K, Cohen LG, Hallett M (2006) Multimodal imaging of brain reorganization in motor areas of the contralesional hemisphere of well recovered patients after capsular stroke. Brain : J Neurol 129(Pt 3):791–808. doi:10.1093/brain/awh713 CrossRef Gerloff C, Bushara K, Sailer A, Wassermann EM, Chen R, Matsuoka T, Waldvogel D, Wittenberg GF, Ishii K, Cohen LG, Hallett M (2006) Multimodal imaging of brain reorganization in motor areas of the contralesional hemisphere of well recovered patients after capsular stroke. Brain : J Neurol 129(Pt 3):791–808. doi:10.​1093/​brain/​awh713 CrossRef
41.
Zurück zum Zitat Leiguarda RC, Marsden CD (2000) Limb apraxias: higher-order disorders of sensorimotor integration. Brain : J Neurol 123(Pt 5):860–879CrossRef Leiguarda RC, Marsden CD (2000) Limb apraxias: higher-order disorders of sensorimotor integration. Brain : J Neurol 123(Pt 5):860–879CrossRef
42.
Zurück zum Zitat Talati A, Hirsch J (2005) Functional specialization within the medial frontal gyrus for perceptual go/no-go decisions based on "what," "when," and "where" related information: an fMRI study. J Cogn Neurosci 17(7):981–993. doi:10.1162/0898929054475226 CrossRefPubMed Talati A, Hirsch J (2005) Functional specialization within the medial frontal gyrus for perceptual go/no-go decisions based on "what," "when," and "where" related information: an fMRI study. J Cogn Neurosci 17(7):981–993. doi:10.​1162/​0898929054475226​ CrossRefPubMed
43.
Zurück zum Zitat Jeannerod M, Frak V (1999) Mental imaging of motor activity in humans. Curr Opin Neurobiol 9(6):735–739CrossRefPubMed Jeannerod M, Frak V (1999) Mental imaging of motor activity in humans. Curr Opin Neurobiol 9(6):735–739CrossRefPubMed
44.
Zurück zum Zitat Perrett SP, Ruiz BP, Mauk MD (1993) Cerebellar cortex lesions disrupt learning-dependent timing of conditioned eyelid responses. J Neurosci 13(4):1708–1718PubMed Perrett SP, Ruiz BP, Mauk MD (1993) Cerebellar cortex lesions disrupt learning-dependent timing of conditioned eyelid responses. J Neurosci 13(4):1708–1718PubMed
46.
Zurück zum Zitat Liu J, Qin W, Zhang J, Zhang X, Yu C (2015) Enhanced interhemispheric functional connectivity compensates for anatomical connection damages in subcortical stroke. Stroke; J Cereb Circ 46(4):1045–1051. doi:10.1161/strokeaha.114.007044 CrossRef Liu J, Qin W, Zhang J, Zhang X, Yu C (2015) Enhanced interhemispheric functional connectivity compensates for anatomical connection damages in subcortical stroke. Stroke; J Cereb Circ 46(4):1045–1051. doi:10.​1161/​strokeaha.​114.​007044 CrossRef
Metadaten
Titel
The plasticity of intrinsic functional connectivity patterns associated with rehabilitation intervention in chronic stroke patients
verfasst von
Xiaohui Zheng
Limin Sun
Dazhi Yin
Jie Jia
Zhiyong Zhao
Yuwei Jiang
Xiangmin Wang
Jie Wu
Jiayu Gong
Mingxia Fan
Publikationsdatum
28.01.2016
Verlag
Springer Berlin Heidelberg
Erschienen in
Neuroradiology / Ausgabe 4/2016
Print ISSN: 0028-3940
Elektronische ISSN: 1432-1920
DOI
https://doi.org/10.1007/s00234-016-1647-4

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