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Brain Plasticity in fMRI and DTI

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Clinical Functional MRI

Part of the book series: Medical Radiology ((Med Radiol Diagn Imaging))

Abstract

This chapter describes what kind of neuroplastic information may be generated by functional magnetic resonance imaging (fMRI) and diffusion tensor imaging (DTI) after brain damage. Clinical neuroplasticity may be defined as an active reorganization contrary to loss of activation or connectivity simply due to brain damage. After giving an overview about general aspects of clinical neuroplasticity, this chapter introduces specific benefits of neuroplasticity investigations for patient care. These include better definition of the patients’ functional state, better individual prognosis, improvement of treatment strategies, and progress in understanding how the nervous system acts in response to disease. Since fMRI and DTI are restricted to detecting neuroplastic changes on the level of neuronal populations and their connections, some important molecular and cellular mechanisms driving these effects are also discussed. Further, a review is given about previously described neuroplastic responses of the diseased brain. This focuses on neuroplasticity evoked by pathomorphological changes of a previously healthy nervous system. It allows an illustration of the complexity and limitations of neuroplasticity research. To ease a critical evaluation of published data, this chapter also includes methodological considerations, which deal with the limitations of the technical or neurophysiological interpretation of neuroplasticity investigations. Finally, some clinical examples illustrating the potential of fMRI and DTI are given.

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References

  • Allendorfer JB, Storrs JM, Szaflarski JP (2012) Changes in white matter integrity follow excitatory rTMS treatment of post-stroke aphasia. Restor Neurol Neurosci 30:103–113. doi:10.3233/RNN-2011-0627

    PubMed Central  PubMed  Google Scholar 

  • Altenmüller E, Müller D (2013) A model of task-specific focal dystonia. Neural Netw 48:25–31. doi:10.1016/j.neunet.2013.06.012

    PubMed  Google Scholar 

  • Andersson D, Wilhelmsson U, Nilsson M, Kubista M, Ståhlberg A, Pekna M, Pekny M (2013) Plasticity response in the contralesional hemisphere after subtle neurotrauma: gene expression profiling after partial deafferentation of the hippocampus. PLoS One 8:e70699

    PubMed Central  CAS  PubMed  Google Scholar 

  • Appel-Cresswell S, de la Fuente-Fernandez R, Galley S, McKeown MJ (2010) Imaging of compensatory mechanisms in Parkinson’s disease. Curr Opin Neurol 23:407–412. doi:10.1097/WCO.0b013e32833b6019

    PubMed  Google Scholar 

  • Araque A, Navarrete M (2010) Glial cells in neuronal network function. Philos Trans R Soc Lond B Biol Sci 365:2375–2381. doi:10.1098/rstb.2009.0313

    PubMed Central  PubMed  Google Scholar 

  • Bates E, Wilson SM, Saygin AP, Dick F, Sereno MI, Knight RT, Dronkers NF (2003) Voxel-based lesion-symptom mapping. Nat Neurosci 6:448–450

    CAS  PubMed  Google Scholar 

  • Beauchamp MS, Ro T (2008) Neural substrates of sound-touch synesthesia after a thalamic lesion. J Neurosci 28:13696–13702. doi:10.1523/JNEUROSCI.3872-08.2008

    CAS  PubMed  Google Scholar 

  • Beaulieu JY, Blustajn J, Teboul F, Baud P, De Schonen S, Thiebaud JB, Oberlin C (2006) Cerebral plasticity in crossed C7 grafts of the brachial plexus: an fMRI study. Microsurgery 26:303–310

    PubMed  Google Scholar 

  • Beisteiner R (2013) Clinical fMRI – improving paradigms or field strengths? AJNR Am J Neuroradiol 34:1972–1973. doi:10.3174/ajnr.A3722

    CAS  PubMed  Google Scholar 

  • Beisteiner R, Höllinger I, Rath J, Wurnig M, Hilbert M, Klinger N, Geißler A, Fischmeister F, Wöber C, Klösch G, Millesi H, Grishold W, Auff E, Schmidhammer R (2011) New type of cortical neuroplasticity after nerve repair in brachial plexus lesions. Arch Neurol 68:1147–1470. doi:10.1001/archneurol.2011.596

    Google Scholar 

  • Benzagmout M, Gatignol P, Duffau H (2007) Resection of World Health Organization Grade II gliomas involving Broca’s area: methodological and functional considerations. Neurosurgery 61:741–752

    PubMed  Google Scholar 

  • Bettus G, Ranjeva JP, Wendling F, Bénar CG, Confort-Gouny S, Régis J, Chauvel P, Cozzone PJ, Lemieux L, Bartolomei F, Guye M (2011) Interictal functional connectivity of human epileptic networks assessed by intracerebral EEG and BOLD signal fluctuations. PLoS One 6:e20071. doi:10.1371/journal.pone.0020071

    PubMed Central  CAS  PubMed  Google Scholar 

  • Binkofski F, Seitz RJ (2004) Modulation of the BOLD-response in early recovery from sensorimotor stroke. Neurology 63:1223–1229

    PubMed  Google Scholar 

  • Bitter T, Sorger B, Hesselmann V, Krug B, Lackner K, Guntinas-Lichius O (2011) Cortical representation sites of mimic movements after facial nerve reconstruction: a functional magnetic resonance imaging study. Laryngoscope 121:699–706. doi:10.1002/lary.21399

    PubMed  Google Scholar 

  • Bonelli SB, Thompson PJ, Yogarajah M, Vollmar C, Powell RH, Symms MR, McEvoy AW, Micallef C, Koepp MJ, Duncan JS (2012) Imaging language networks before and after anterior temporal lobe resection: results of a longitudinal fMRI study. Epilepsia 53:639–650. doi:10.1111/j.1528-1167.2012.03433.x

    PubMed  Google Scholar 

  • Braun M, Finke C, Ostendorf F, Lehmann TN, Hoffmann KT, Ploner CJ (2008) Reorganization of associative memory in humans with long-standing hippocampal damage. Brain 131:2742–2750. doi:10.1093/brain/awn191

    PubMed  Google Scholar 

  • Briganti C, Sestieri C, Mattei PA, Esposito R, Galzio RJ, Tartaro A, Romani GL, Caulo M (2012) Reorganization of functional connectivity of the language network in patients with brain gliomas. AJNR Am J Neuroradiol 33:1983–1990. doi:10.3174/ajnr.A3064

    CAS  PubMed  Google Scholar 

  • Buma FE, Lindeman E, Ramsey NF, Kwakkel G (2010) Functional neuroimaging studies of early upper limb recovery after stroke: a systematic review of the literature. Neurorehabil Neural Repair 24:589–608. doi:10.1177/1545968310364058

    PubMed  Google Scholar 

  • Bütefisch CM, Wessling M, Netz J, Seitz RJ, Hömberg V (2008) Relationship between interhemispheric inhibition and motor cortex excitability in subacute stroke patients. Neurorehabil Neural Repair 22:4–21

    PubMed  Google Scholar 

  • Cadotte DW, Bosma R, Mikulis D, Nugaeva N, Smith K, Pokrupa R, Islam O, Stroman PW, Fehlings MG (2012) Plasticity of the injured human spinal cord: insights revealed by spinal cord functional MRI. PLoS One 7:e45560. doi:10.1371/journal.pone.0045560

    PubMed Central  CAS  PubMed  Google Scholar 

  • Caeyenberghs K, Leemans A, De Decker C, Heitger M, Drijkoningen D, Linden CV, Sunaert S, Swinnen SP (2012a) Brain connectivity and postural control in young traumatic brain injury patients: a diffusion MRI based network analysis. Neuroimage Clin 1:106–115. doi:10.1016/j.nicl.2012.09.011

    PubMed Central  CAS  PubMed  Google Scholar 

  • Caeyenberghs K, Leemans A, Heitger MH, Leunissen I, Dhollander T, Sunaert S, Dupont P, Swinnen SP (2012b) Graph analysis of functional brain networks for cognitive control of action in traumatic brain injury. Brain 135:1293–1307. doi:10.1093/brain/aws048

    PubMed  Google Scholar 

  • Calabrese M, Rinaldi F, Seppi D, Favaretto A, Squarcina L, Mattisi I, Perini P, Bertoldo A, Gallo P (2011) Cortical diffusion-tensor imaging abnormalities in multiple sclerosis: a 3-year longitudinal study. Radiology 261:891–898. doi:10.1148/radiol.11110195

    PubMed  Google Scholar 

  • Carmichael ST, Archibeque I, Luke L, Nolan T, Momiy J, Li S (2005) Growth-associated gene expression after stroke: evidence for a growth-promoting region in peri-infarct cortex. Exp Neurol 193:291–311

    CAS  PubMed  Google Scholar 

  • 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 67:365–375. doi:10.1002/ana.21905

    PubMed Central  PubMed  Google Scholar 

  • Carter AR, Patel KR, Astafiev SV, Snyder AZ, Rengachary J, Strube MJ, Pope A, Shimony JS, Lang CE, Shulman GL, Corbetta M (2012) Upstream dysfunction of somatomotor functional connectivity after corticospinal damage in stroke. Neurorehabil Neural Repair 26:7–19. doi:10.1177/1545968311411054

    PubMed  Google Scholar 

  • Cha YH, Chakrapani S, Craig A, Baloh RW (2012) Metabolic and functional connectivity changes in mal de debarquement syndrome. PLoS One 7:e49560. doi:10.1371/journal.pone.0049560

    PubMed Central  CAS  PubMed  Google Scholar 

  • Chen CJ, Liu HL, Wei FC, Chu NS (2006) Functional MR imaging of the human sensorimotor cortex after toe-to-finger transplantation. AJNR Am J Neuroradiol 27:1617–1621

    CAS  PubMed  Google Scholar 

  • Chen H, Epstein J, Stern E (2010) Neural plasticity after acquired brain injury: evidence from functional neuroimaging. PM R 2:306–312. doi:10.1016/j.pmrj.2010.10.006

    Google Scholar 

  • Clarkson AN, Huang BS, Macisaac SE, Mody I, Carmichael ST (2010) Reducing excessive GABA-mediated tonic inhibition promotes functional recovery after stroke. Nature 468:305–309. doi:10.1038/nature09511

    PubMed Central  CAS  PubMed  Google Scholar 

  • Collignon O, Vandewalle G, Voss P, Albouy G, Charbonneau G, Lassonde M, Lepore F (2011) Functional specialization for auditory-spatial processing in the occipital cortex of congenitally blind humans. Proc Natl Acad Sci U S A 108:4435–4440. doi:10.1073/pnas.1013928108

    PubMed Central  CAS  PubMed  Google Scholar 

  • Coxon JP, Goble DJ, Van IA, De VJ, Wenderoth N, Swinnen SP (2010) Reduced basal ganglia function when elderly switch between coordinated movement patterns. Cereb Cortex 20:2368–2379. doi:10.1093/cercor/bhp306

    PubMed  Google Scholar 

  • Craggs JG, Staud R, Robinson ME, Perlstein WM, Price DD (2012) Effective connectivity among brain regions associated with slow temporal summation of C-fiber-evoked pain in fibromyalgia patients and healthy controls. J Pain 13:390–400. doi:10.1016/j.jpain.2012.01.002

    PubMed Central  PubMed  Google Scholar 

  • Cruz-Gómez AJ, Ventura-Campos N, Belenguer A, Avila C, Forn C (2014) The link between resting-state functional connectivity and cognition in MS patients. Mult Scler 20:338–348. doi:10.1177/1352458513495584

    PubMed  Google Scholar 

  • Dijkhuizen RM, van der Marel K, Otte WM, Hoff EI, van der Zijden JP, van der Toorn A, van Meer MP (2012) Functional MRI and diffusion tensor imaging of brain reorganization after experimental stroke. Transl Stroke Res 3:36–43. doi:10.1007/s12975-011-0143-8

    PubMed Central  PubMed  Google Scholar 

  • Dilks DD, Serences JT, Rosenau BJ, Yantis S, McCloskey M (2007) Human adult cortical reorganization and consequent visual distortion. J Neurosci 27:9585–9594

    PubMed Central  CAS  PubMed  Google Scholar 

  • Duffau H (2006) New concepts in surgery of WHO grade II gliomas: functional brain mapping, connectionism and plasticity – a review. J Neurooncol 79:77–115

    PubMed  Google Scholar 

  • Eickhoff SB, Dafotakis M, Grefkes C, Shah NJ, Zilles K, Piza-Katzer H (2008) Central adaptation following heterotopic hand replantation probed by fMRI and effective connectivity analysis. Exp Neurol 212:132–144. doi:10.1016/j.expneurol.2008.03.025

    CAS  PubMed  Google Scholar 

  • Elkana O, Frost R, Kramer U, Ben-Bashat D, Schweiger A (2013) Cerebral language reorganization in the chronic stage of recovery: a longitudinal fMRI study. Cortex 49:71–81. doi:10.1016/j.cortex.2011.09.001

    PubMed  Google Scholar 

  • Enzinger C, Johansen-Berg H, Dawes H, Bogdanovic M, Collett J, Guy C, Ropele S, Kischka U, Wade D, Fazekas F, Matthews PM (2008) Functional MRI correlates of lower limb function in stroke victims with gait impairment. Stroke 39:1507–1513. doi:10.1161/STROKEAHA.107.501999

    PubMed  Google Scholar 

  • Ertelt D, Small S, Solodkin A, Dettmers C, McNamara A, Binkofski F, Buccino G (2007) Action observation has a positive impact on rehabilitation of motor deficits after stroke. Neuroimage 36:164–173

    Google Scholar 

  • Faber J, Schoene-Bake JC, Trautner P, von Lehe M, Elger CE, Weber B (2013) Progressive fiber tract affections after temporal lobe surgery. Epilepsia 54:53–57. doi:10.1111/epi.12077

    Google Scholar 

  • Fields RD, Stevens-Graham B (2002) New insights into neuron-glia communication. Science 298:556–562

    PubMed Central  CAS  PubMed  Google Scholar 

  • Forn C, Rocca MA, Valsasina P, Boscá I, Casanova B, Sanjuan A, Ávila C, Filippi M (2012) Functional magnetic resonance imaging correlates of cognitive performance in patients with a clinically isolated syndrome suggestive of multiple sclerosis at presentation: an activation and connectivity study. Mult Scler 18:153–163. doi:10.1177/1352458511417744

    CAS  PubMed  Google Scholar 

  • Fornander L, Nyman T, Hansson T, Ragnehed M, Brismar T (2010) Age- and time-dependent effects on functional outcome and cortical activation pattern in patients with median nerve injury: a functional magnetic resonance imaging study. J Neurosurg 113:122–128. doi:10.3171/2009.10.JNS09698

    PubMed  Google Scholar 

  • Gale SD, Pearson CM (2012) Neuroimaging predictors of stroke outcome: implications for neurorehabilitation. NeuroRehabilitation 31:331–344

    PubMed  Google Scholar 

  • Gillebert CR, Mantini D (2013) Functional connectivity in the normal and injured brain. Neuroscientist 19:509–522. doi:10.1177/1073858412463168

    PubMed  Google Scholar 

  • González-García N, Armony JL, Soto J, Trejo D, Alegría MA, Drucker-Colín R (2011) Effects of rTMS on Parkinson’s disease: a longitudinal fMRI study. J Neurol 258:1268–1280. doi:10.1007/s00415-011-5923-2

    PubMed  Google Scholar 

  • Grefkes C, Ward NS (2014) Cortical reorganization after stroke: how much and how functional? Neuroscientist 20:56–70. doi:10.1177/1073858413491147

    PubMed  Google Scholar 

  • Grefkes C, Nowak DA, Eickhoff SB, Dafotakis M, Küst J, Karbe H, Fink GR (2008) Cortical connectivity after subcortical stroke assessed with functional magnetic resonance imaging. Ann Neurol 63:236–246

    PubMed  Google Scholar 

  • Grefkes C, Nowak DA, Wang LE, Dafotakis M, Eickhoff SB, Fink GR (2010) Modulating cortical connectivity in stroke patients by rTMS assessed with fMRI and dynamic causal modeling. Neuroimage 50:233–242. doi:10.1016/j.neuroimage.2009.12.029

    PubMed  Google Scholar 

  • Guzzetta A, Pecini C, Biagi L, Tosetti M, Brizzolara D, Chilosi A, Cipriani P, Petacchi E, Cioni G (2008) Language organisation in left perinatal stroke. Neuropediatrics 39:157–163. doi:10.1055/s-0028-1085465

    CAS  PubMed  Google Scholar 

  • Hamberger MJ, Cole J (2011) Language organization and reorganization in epilepsy. Neuropsychol Rev 21:240–251. doi:10.1007/s11065-011-9180-z

    PubMed Central  PubMed  Google Scholar 

  • Hamzei F, Dettmers C, Rijntjes M, Weiller C (2008) The effect of cortico-spinal tract damage on primary sensorimotor cortex activation after rehabilitation therapy. Exp Brain Res 190:329–336. doi:10.1007/s00221-008-1474-x

    PubMed  Google Scholar 

  • Harris RJ, Bookheimer SY, Cloughesy TF, Kim HJ, Pope WB, Lai A, Nghiemphu PL, Liau LM, Ellingson BM (2014) Altered functional connectivity of the default mode network in diffuse gliomas measured with pseudo-resting state fMRI. J Neurooncol 116:373–379

    PubMed  Google Scholar 

  • Havsteen I, Madsen KH, Christensen H, Christensen A, Siebner HR (2013) Diagnostic approach to functional recovery: functional magnetic resonance imaging after stroke. Front Neurol Neurosci 32:9–25. doi:10.1159/000346408

    PubMed  Google Scholar 

  • Heitger MH, Goble DJ, Dhollander T, Dupont P, Caeyenberghs K, Leemans A, Sunaert S, Swinnen SP (2013) Bimanual motor coordination in older adults is associated with increased functional brain connectivity–a graph-theoretical analysis. PLoS One 8:e62133. doi:10.1371/journal.pone.0062133

    PubMed Central  CAS  PubMed  Google Scholar 

  • Helmstaedter C, Fritz NE, González Pérez PA, Elger CE, Weber B (2006) Shift-back of right into left hemisphere language dominance after control of epileptic seizures: evidence for epilepsy driven functional cerebral organization. Epilepsy Res 70:257–262

    CAS  PubMed  Google Scholar 

  • Hou J, Lin Y, Zhang W, Song L, Wu W, Wang J, Zhou D, Zou Q, Fang Y, He M, Li H (2013) Abnormalities of frontal-parietal resting-state functional connectivity are related to disease activity in patients with systemic lupus erythematosus. PLoS One 8:e74530. doi:10.1371/journal.pone.0074530

    PubMed Central  CAS  PubMed  Google Scholar 

  • Hua XY, Liu B, Qiu YQ, Tang WJ, Xu WD, Liu HQ, Xu JG, Gu YD (2013) Long-term ongoing cortical remodeling after contralateral C-7 nerve transfer. J Neurosurg 118:725–729. doi:10.3171/2012.12.JNS12207

    PubMed  Google Scholar 

  • Huston JM, Field AS (2013) Clinical applications of diffusion tensor imaging. Magn Reson Imaging Clin N Am 21:279–298. doi:10.1016/j.mric.2012.12.003

    PubMed  Google Scholar 

  • Ius T, Angelini E, Thiebaut de Schotten M, Mandonnet E, Duffau H (2011) Evidence for potentials and limitations of brain plasticity using an atlas of functional resectability of WHO grade II gliomas: towards a “minimal common brain”. Neuroimage 56:992–1000. doi:10.1016/j.neuroimage.2011.03.022

    PubMed  Google Scholar 

  • Jacobs HI, Van Boxtel MP, Heinecke A, Gronenschild EH, Backes WH, Ramakers IH, Jolles J, Verhey FR (2012) Functional integration of parietal lobe activity in early Alzheimer disease. Neurology 78:352–360. doi:10.1212/WNL.0b013e318245287d

    CAS  PubMed  Google Scholar 

  • Jang SH, Hong JH, Ahn SH, Son SM, Cho YW (2010) Motor function reorganization in a patient with a brainstem lesion: DTT, fMRI and TMS study. NeuroRehabilitation 26:167–171. doi:10.3233/NRE-2010-0550

    PubMed  Google Scholar 

  • Jiang L, Xu H, Yu C (2013) Brain connectivity plasticity in the motor network after ischemic stroke. Neural Plast 2013:924192. doi:10.1155/2013/924192

    PubMed Central  PubMed  Google Scholar 

  • Kapreli E, Athanasopoulos S, Gliatis J, Papathanasiou M, Peeters R, Strimpakos N, Van Hecke P, Gouliamos A, Sunaert S (2009) Anterior cruciate ligament deficiency causes brain plasticity: a functional MRI study. Am J Sports Med 37:2419–2426. doi:10.1177/0363546509343201

    PubMed  Google Scholar 

  • Kernie S, Parent J (2010) Forebrain neurogenesis after focal Ischemic and traumatic brain injury. Neurobiol Dis 37:267–274. doi:10.1016/j.nbd.2009.11.002

    PubMed Central  PubMed  Google Scholar 

  • Kim H, Harrison A, Kankirawatana P, Rozzelle C, Blount J, Torgerson C, Knowlton R (2013) Major white matter fiber changes in medically intractable neocortical epilepsy in children: a diffusion tensor imaging study. Epilepsy Res 103:211–220. doi:10.1016/j.eplepsyres.2012.07.017

    CAS  PubMed  Google Scholar 

  • Laible M, Grieshammer S, Seidel G, Rijntjes M, Weiller C, Hamzei F (2012) Association of activity changes in the primary sensory cortex with successful motor rehabilitation of the hand following stroke. Neurorehabil Neural Repair 26:881–888. doi:10.1177/1545968312437939

    PubMed  Google Scholar 

  • Langer N, Hänggi J, Müller NA, Simmen HP, Jäncke L (2012) Effects of limb immobilization on brain plasticity. Neurology 78:182–188. doi:10.1212/WNL.0b013e31823fcd9c

    CAS  PubMed  Google Scholar 

  • Lazaridou A, Astrakas L, Mintzopoulos D, Khanchiceh A, Singhal A, Moskowitz M, Rosen B, Tzika A (2013a) fMRI as a molecular imaging procedure for the functional reorganization of motor systems in chronic stroke. Mol Med Rep 8:775–779. doi:10.3892/mmr.2013.1603

    PubMed Central  CAS  PubMed  Google Scholar 

  • Lazaridou A, Astrakas L, Mintzopoulos D, Khanicheh A, Singhal AB, Moskowitz MA, Rosen B, Tzika AA (2013b) Diffusion tensor and volumetric magnetic resonance imaging using an MR-compatible hand-induced robotic device suggests training-induced neuroplasticity in patients with chronic stroke. Int J Mol Med 32:995–1000. doi:10.3892/ijmm.2013.1476

    PubMed Central  PubMed  Google Scholar 

  • Leunissen I, Coxon JP, Geurts M, Caeyenberghs K, Michiels K, Sunaert S, Swinnen SP (2013) Disturbed cortico-subcortical interactions during motor task switching in traumatic brain injury. Hum Brain Mapp 34:1254–1271. doi:10.1002/hbm.21508

    PubMed  Google Scholar 

  • Liacu D, Idy-Peretti I, Ducreux D, Bouilleret V, de Marco G (2012) Diffusion tensor imaging tractography parameters of limbic system bundles in temporal lobe epilepsy patients. J Magn Reson Imaging 36:561–568. doi:10.1002/jmri.23678

    PubMed  Google Scholar 

  • List J, Duning T, Kürten J, Deppe M, Wilbers E, Flöel A (2013) Cortical plasticity is preserved in nondemented older individuals with severe ischemic small vessel disease. Hum Brain Mapp 34:1464–1476. doi:10.1002/hbm.22003

    PubMed  Google Scholar 

  • MacIver K, Lloyd DM, Kelly S, Roberts N, Nurmikko T (2008) Phantom limb pain, cortical reorganization and the therapeutic effect of mental imagery. Brain 131:2181–2191. doi:10.1093/brain/awn124

    PubMed Central  CAS  PubMed  Google Scholar 

  • Marchand WR, Lee JN, Suchy Y, Garn C, Johnson S, Wood N, Chelune G (2011) Age-related changes of the functional architecture of the cortico-basal ganglia circuitry during motor task execution. Neuroimage 55:194–203. doi:10.1016/j.neuroimage.2010.12.030

    PubMed  Google Scholar 

  • Marcotte K, Adrover-Roig D, Damien B, de Préaumont M, Généreux S, Hubert M, Ansaldo AI (2012) Therapy-induced neuroplasticity in chronic aphasia. Neuropsychologia 50:1776–1786. doi:10.1016/j.neuropsychologia.2012.04.001

    PubMed  Google Scholar 

  • Marcotte K, Perlbarg V, Marrelec G, Benali H, Ansaldo AI (2013) Default-mode network functional connectivity in aphasia: therapy-induced neuroplasticity. Brain Lang 124:45–55. doi:10.1016/j.bandl.2012.11.004

    PubMed  Google Scholar 

  • Marshall RS, Zarahn E, Alon L, Minzer B, Lazar RM, Krakauer JW (2009) Early imaging correlates of subsequent motor recovery after stroke. Ann Neurol 65:596–602. doi:10.1002/ana.21636

    PubMed Central  PubMed  Google Scholar 

  • Mbwana J, Berl MM, Ritzl EK, Rosenberger L, Mayo J, Weinstein S, Conry JA, Pearl PL, Shamim S, Moore EN, Sato S, Vezina LG, Theodore WH, Gaillard WD (2009) Limitations to plasticity of language network reorganization in localization related epilepsy. Brain 132:347–356. doi:10.1093/brain/awn329

    PubMed Central  CAS  PubMed  Google Scholar 

  • Mintzopoulos D, Astrakas LG, Khanicheh A, Konstas AA, Singhal A, Moskowitz MA, Rosen BR, Tzika AA (2009) Connectivity alterations assessed by combining fMRI and MR-compatible hand robots in chronic stroke. Neuroimage 47:90–97. doi:10.1016/j.neuroimage.2009.03.007

    Google Scholar 

  • Mohammadi B, Kollewe K, Samii A, Dengler R, Münte TF (2011) Functional neuroimaging at different disease stages reveals distinct phases of neuroplastic changes in amyotrophic lateral sclerosis. Hum Brain Mapp 32:750–758. doi:10.1002/hbm.21064

    PubMed  Google Scholar 

  • Nowak DA, Grefkes C, Dafotakis M, Eickhoff S, Küst J, Karbe H, Fink GR (2008) Effects of low-frequency repetitive transcranial magnetic stimulation of the contralesional primary motor cortex on movement kinematics and neural activity in subcortical stroke. Arch Neurol 65:741–747. doi:10.1001/archneur.65.6.741

    PubMed  Google Scholar 

  • O’Shea J, Boudrias MH, Stagg CJ, Bachtiar V, Kischka U, Blicher JU, Johansen-Berg H (2014) Predicting behavioural response to TDCS in chronic motor stroke. Neuroimage 85:924–933. doi:10.1016/j.neuroimage.2013.05.096

    PubMed Central  PubMed  Google Scholar 

  • Ohab JJ, Fleming S, Blesch A, Carmichael ST (2006) A neurovascular niche for neurogenesis after stroke. J Neurosci 26:13007–13016

    CAS  PubMed  Google Scholar 

  • Ovadia-Caro S, Villringer K, Fiebach J, Jungehulsing GJ, van der Meer E, Margulies DS, Villringer A (2013) Longitudinal effects of lesions on functional networks after stroke. J Cereb Blood Flow Metab 33:1279–1285. doi:10.1038/jcbfm.2013.80

    PubMed Central  PubMed  Google Scholar 

  • Palaniyappan L, White TP, Liddle PF (2012) The concept of salience network dysfunction in schizophrenia: from neuroimaging observations to therapeutic opportunities. Curr Top Med Chem 12:2324–2338

    CAS  PubMed  Google Scholar 

  • Papoutsi M, Stamatakis EA, Griffiths J, Marslen-Wilson WD, Tyler LK (2011) Is left fronto-temporal connectivity essential for syntax? Effective connectivity, tractography and performance in left-hemisphere damaged patients. Neuroimage 58:656–664. doi:10.1016/j.neuroimage.2011.06.036

    PubMed  Google Scholar 

  • Powell HW, Parker GJ, Alexander DC, Symms MR, Boulby PA, Wheeler-Kingshott CA, Barker GJ, Koepp MJ, Duncan JS (2007) Abnormalities of language networks in temporal lobe epilepsy. Neuroimage 36:209–221

    PubMed  Google Scholar 

  • Pravatà E, Sestieri C, Mantini D, Briganti C, Colicchio G, Marra C, Colosimo C, Tartaro A, Romani GL, Caulo M (2011) Functional connectivity MR imaging of the language network in patients with drug-resistant epilepsy. AJNR Am J Neuroradiol 32:532–540. doi:10.3174/ajnr.A2311

    PubMed  Google Scholar 

  • Price CJ, Seghier ML, Leff AP (2010) Predicting language outcome and recovery after stroke: the PLORAS system. Nat Rev Neurol 6:202–210. doi:10.1038/nrneurol.2010.15

    PubMed Central  PubMed  Google Scholar 

  • Puig J, Pedraza S, Blasco G, Daunis-I-Estadella J, Prados F, Remollo S, Prats-Galino A, Soria G, Boada I, Castellanos M, Serena J (2011) Acute damage to the posterior limb of the internal capsule on diffusion tensor tractography as an early imaging predictor of motor outcome after stroke. AJNR Am J Neuro-radiol 32:857–863. doi:10.3174/ajnr.A2400

    CAS  Google Scholar 

  • Qi R, Zhang LJ, Zhong J, Zhang Z, Ni L, Jiao Q, Liao W, Zheng G, Lu G (2013) Altered effective connectivity network of the basal ganglia in low-grade hepatic encephalopathy: a resting-state fMRI study with Granger causality analysis. PLoS One 8:e53677. doi:10.1371/journal.pone.0053677

    PubMed Central  CAS  PubMed  Google Scholar 

  • Rath J, Schmidhammer R, Steinkellner T, Klinger N, Geißler A, Beisteiner R (2008) Evaluation of functional cortex for the diseased hand in a patient after hemispherectomy. Arch Neurol 65:1664–1665. doi:10.1001/archneur.65.12.1664

    PubMed  Google Scholar 

  • Rath J, Klinger N, Geißler A, Höllinger I, Gruber S, Wurnig M, Hausner T, Auff E, Schmidhammer R, Beisteiner R (2011) An fMRI marker for peripheral nerve regeneration. Neurorehabil Neural Repair 25:577–579. doi:10.1177/1545968310397552

    PubMed  Google Scholar 

  • Rehme AK, Grefkes C (2013) Cerebral network disorders after stroke: evidence from imaging-based connectivity analyses of active and resting brain states in humans. J Physiol 591:17–31. doi:10.1113/jphysiol.2012.243469

    PubMed Central  CAS  PubMed  Google Scholar 

  • Rehme AK, Eickhoff SB, Wang LE, Fink GR, Grefkes C (2011) Dynamic causal modelling of cortical activity from the acute to the chronic stage after stroke. Neuroimage 55:1147–1158. doi:10.1016/j.neuroimage.2011.01.014

    PubMed  Google Scholar 

  • Richiardi J, Gschwind M, Simioni S, Annoni JM, Greco B, Hagmann P, Schluep M, Vuilleumier P, Van De Ville D (2012) Classifying minimally disabled multiple sclerosis patients from resting state functional connectivity. Neuroimage 62:2021–2033. doi:10.1016/j.neuroimage.2012.05.078

    PubMed  Google Scholar 

  • Robinson SD, Schöpf V, Cardoso P, Geissler A, Fischmeister FP, Wurnig M, Trattnig S, Beisteiner R (2013) Applying independent component analysis to clinical FMRI at 7T. Front Hum Neurosci 2:496. doi:10.3389/fnhum.2013.00496

    Google Scholar 

  • Robles SG, Gatignol P, Lehéricy S, Duffau H (2008) Long-term brain plasticity allowing a multistage surgical approach to World Health Organization Grade II gliomas in eloquent areas. J Neurosurg 109:615–624. doi:10.3171/JNS/2008/109/10/0615

    PubMed  Google Scholar 

  • Rocca MA, Filippi M (2007) Functional MRI in multiple sclerosis. J Neuroimaging 17:36–41

    Google Scholar 

  • Rocca MA, Valsasina P, Ceccarelli A, Absinta M, Ghezzi A, Riccitelli G, Pagani E, Falini A, Comi G, Scotti G, Filippi M (2009) Structural and functional MRI correlates of stroop control in benign MS. Hum Brain Mapp 30:276–290

    PubMed  Google Scholar 

  • Rocca MA, Absinta M, Moiola L, Ghezzi A, Colombo B, Martinelli V, Comi G, Filippi M (2010) Functional and structural connectivity of the motor network in pediatric and adult-onset relapsing-remitting multiple sclerosis. Radiology 254:541–550. doi:10.1148/radiol.09090463

    PubMed  Google Scholar 

  • Rocca MA, Bonnet MC, Meani A, Valsasina P, Colombo B, Comi G, Filippi M (2012a) Differential cerebellar functional interactions during an interference task across multiple sclerosis phenotypes. Radiology 265:864–873. doi:10.1148/radiol.12120216

    PubMed  Google Scholar 

  • Rocca MA, Valsasina P, Martinelli V, Misci P, Falini A, Comi G, Filippi M (2012b) Large-scale neuronal network dysfunction in relapsing-remitting multiple sclerosis. Neurology 79:1449–1457. doi:10.1212/WNL.0b013e31826d5f10

    PubMed  Google Scholar 

  • Rowe JB (2010) Connectivity analysis is essential to understand neurological disorders. Front Syst Neurosci 17:144. doi:10.3389/fnsys.2010.00144

    Google Scholar 

  • Rubinov M, Sporns O (2010) Complex network measures of brain connectivity: uses and interpretations. Neuroimage 52:1059–1069. doi:10.1016/j.neuroimage.2009.10.003

    PubMed  Google Scholar 

  • Saur D, Hartwigsen G (2012) Neurobiology of language recovery after stroke: lessons from neuroimaging studies. Arch Phys Med Rehabil 93:15–25. doi:10.1016/j.apmr.2011.03.036

    Google Scholar 

  • Saur D, Lange R, Baumgaertner A, Schraknepper V, Willmes K, Rijntjes M, Weiller C (2006) Dynamics of language reorganization after stroke. Brain 129:1371–1384

    PubMed  Google Scholar 

  • Saur D, Ronneberger O, Kummerer D, Mader I, Weiller C, Kloppel S (2010) Early functional magnetic resonance imaging activations predict language outcome after stroke. Brain 133:1252–1264. doi:10.1093/brain/awq021

    PubMed  Google Scholar 

  • Sawaki L, Butler AJ, Leng X, Wassenaar PA, Mohammad YM, Blanton S, Sathian K, Nichols-Larsen DS, Wolf SL, Good DC, Wittenberg GF (2008) Constraint-induced movement therapy results in increased motor map area in subjects 3 to 9 months after stroke. Neurorehabil Neural Repair 22:505–513. doi:10.1177/1545968308317531

    PubMed Central  PubMed  Google Scholar 

  • Schaechter JD, Fricker ZP, Perdue KL, Helmer KG, Vangel MG, Greve DN, Makris N (2009) Microstructural status of ipsilesional and contralesional corticospinal tract correlates with motor skill in chronic stroke patients. Hum Brain Mapp 30:3461–3474. doi:10.1002/hbm.2077010.1002/hbm.20770

    PubMed Central  PubMed  Google Scholar 

  • Scheller E, Abdulkadir A, Peter J, Tabrizi SJ, Frackowiak RS, Klöppel S (2013) Interregional compensatory mechanisms of motor functioning in progressing preclinical neurodegeneration. Neuroimage 75:146–154. doi:10.1016/j.neuroimage.2013.02.058

    PubMed Central  PubMed  Google Scholar 

  • Schmidt SA, Akrofi K, Carpenter-Thompson JR, Husain FT (2013) Default mode, dorsal attention and auditory resting state networks exhibit differential functional connectivity in tinnitus and hearing loss. PLoS One 8:e76488. doi:10.1371/journal.pone.0076488

    PubMed Central  CAS  PubMed  Google Scholar 

  • Schwarze U, Hahn C, Bengner T, Stodieck S, Büchel C, Sommer T (2009) Enhanced activity during associative encoding in the affected hippocampus in right temporal lobe epilepsy patients. Brain Res 1297:112–117. doi:10.1016/j.brainres.2009.08.036

    CAS  PubMed  Google Scholar 

  • Seghier ML, Zeidman P, Neufeld NH, Leff AP, Price CJ (2010) Identifying abnormal connectivity in patients using dynamic causal modeling of FMRI responses. Front Syst Neurosci 4:142. doi:10.3389/fnsys.2010.00142

    PubMed Central  PubMed  Google Scholar 

  • Seitz RJ, Donnan GA (2010) Role of neuroimaging in promoting long-term recovery from ischemic stroke. J Magn Reson Imaging 32:756–772. doi:10.1002/jmri.22315

    PubMed  Google Scholar 

  • Shah PP, Szaflarski JP, Allendorfer J, Hamilton RH (2013) Induction of neuroplasticity and recovery in post-stroke aphasia by non-invasive brain stimulation. Front Hum Neurosci 7:888

    PubMed Central  PubMed  Google Scholar 

  • Sharma N, Baron JC, Rowe JB (2009) Motor imagery after stroke: relating outcome to motor network connectivity. Ann Neurol 66:604–616. doi:10.1002/ana.21810

    PubMed Central  PubMed  Google Scholar 

  • Shu N, Liu Y, Li K, Duan Y, Wang J, Yu C, Dong H, Ye J, He Y (2011) Diffusion tensor tractography reveals disrupted topological efficiency in white matter structural networks in multiple sclerosis. Cereb Cortex 21:2565–2577. doi:10.1093/cercor/bhr039

    PubMed  Google Scholar 

  • Simões EL, Bramati I, Rodrigues E, Franzoi A, Moll J, Lent R, Tovar-Moll F (2012) Functional expansion of sensorimotor representation and structural reorganization of callosal connections in lower limb amputees. J Neurosci 32:3211–3220. doi:10.1523/JNEUROSCI.4592-11.2012

    PubMed  Google Scholar 

  • Small SL, Hlustik P, Noll DC, Genovese C, Solodkin A (2002) Cerebellar hemispheric activation ipsilateral to the paretic hand correlates with functional recovery after stroke. Brain 125:1544–1557

    CAS  PubMed  Google Scholar 

  • Smits M, Visch-Brink EG, van de Sandt-Koenderman ME, van der Lugt A (2012) Advanced magnetic resonance neuroimaging of language function recovery after aphasic stroke: a technical review. Arch Phys Med Rehabil 93:4–14. doi:10.1016/j.apmr.2011.02.023

    Google Scholar 

  • Stagg CJ, Johansen-Berg H (2013) Studying the effects of transcranial direct-current stimulation in stroke recovery using magnetic resonance imaging. Front Hum Neurosci 7:857

    PubMed Central  PubMed  Google Scholar 

  • Stinear CM, Ward NS (2013) How useful is imaging in predicting outcomes in stroke rehabilitation? Int J Stroke 8:33–37. doi:10.1111/j.1747-4949.2012.00970.x

    PubMed  Google Scholar 

  • Stinear CM, Barber PA, Smale PR, Coxon JP, Fleming MK, Byblow WD (2007) Functional potential in chronic stroke patients depends on corticospinal tract integrity. Brain 130:170–180

    PubMed  Google Scholar 

  • Stinear CM, Barber PA, Petoe M, Anwar S, Byblow WD (2012) The PREP algorithm predicts potential for upper limb recovery after stroke. Brain 135:2527–2535. doi:10.1093/brain/aws146

    PubMed  Google Scholar 

  • Taylor KS, Anastakis DJ, Davis KD (2009) Cutting your nerve changes your brain. Brain 132:3122–3133. doi:10.1093/brain/awp231

    PubMed  Google Scholar 

  • Turkeltaub PE, Messing S, Norise C, Hamilton RH (2011) Are networks for residual language function and recovery consistent across aphasic patients? Neurology 76:1726–1734. doi:10.1212/WNL.0b013e31821a44c1

    PubMed Central  PubMed  Google Scholar 

  • van Meer MP, van der Marel K, Otte WM, Berkelbach van der Sprenkel JW, Dijkhuizen RM (2010a) Correspondence between altered functional and structural connectivity in the contralesional sensorimotor cortex after unilateral stroke in rats: a combined resting state functional MRI and manganese-enhanced MRI study. J Cereb Blood Flow Metab 30:1707–1711. doi:10.1038/jcbfm.2010.124

    PubMed Central  PubMed  Google Scholar 

  • van Meer MP, van der Marel K, Wang K, Otte WM, El Bouazati S, Roeling TA, Viergever MA, Berkelbach van der Sprenkel JW, Dijkhuizen RM (2010b) Recovery of sensorimotor function after experimental stroke correlates with restoration of resting-state interhemispheric functional connectivity. J Neurosci 30:3964–3972. doi:10.1523/JNEUROSCI.5709-09.2010

    PubMed  Google Scholar 

  • van Nuenen BF, Helmich RC, Ferraye M, Thaler A, Hendler T, Orr-Urtreger A, Mirelman A, Bressman S, Marder KS, Giladi N, van de Warrenburg BP, Bloem BR, Toni I, LRRK2 Ashkenazi Jewish Consortium (2012) Cerebral pathological and compensatory mechanisms in the premotor phase of leucine-rich repeat kinase 2 parkinsonism. Brain 135:3687–3698. doi:10.1093/brain/aws288

    PubMed  Google Scholar 

  • Várkuti B, Guan C, Pan Y, Phua KS, Ang KK, Kuah CW, Chua K, Ang BT, Birbaumer N, Sitaram R (2013) Resting state changes in functional connectivity correlate with movement recovery for BCI and robot-assisted upper-extremity training after stroke. Neurorehabil Neural Repair 27:53–62. doi:10.1177/1545968312445910

    PubMed  Google Scholar 

  • Vitali P, Abutalebi J, Tettamanti M, Danna M, Ansaldo AI, Perani D, Joanette Y, Cappa SF (2007) Training-induced brain remapping in chronic aphasia: a pilot study. Neurorehabil Neural Repair 21:152–160

    PubMed  Google Scholar 

  • Wahl AS, Schwab ME (2014) Finding an optimal rehabilitation paradigm after stroke: enhancing fiber growth and training of the brain at the right moment. Front Hum Neurosci 7:911

    PubMed  Google Scholar 

  • 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 133:1224–1238. doi:10.1093/brain/awq043

    PubMed  Google Scholar 

  • Wang LE, Fink GR, Diekhoff S, Rehme AK, Eickhoff SB, Grefkes C (2011) Noradrenergic enhancement improves motor network connectivity in stroke patients. Ann Neurol 69:375–388. doi:10.1002/ana.22237

    PubMed  Google Scholar 

  • Warren JE, Crinion JT, Lambon Ralph MA, Wise RJ (2009) Anterior temporal lobe connectivity correlates with functional outcome after aphasic stroke. Brain 132:3428–3442. doi:10.1093/brain/awp270

    PubMed Central  PubMed  Google Scholar 

  • Weaver KE, Chaovalitwongse WA, Novotny EJ, Poliakov A, Grabowski TG, Ojemann JG (2013) Local functional connectivity as a pre-surgical tool for seizure focus identification in non-lesion, focal epilepsy. Front Neurol 4:43. doi:10.3389/fneur.2013.00043

    PubMed Central  CAS  PubMed  Google Scholar 

  • Westlake KP, Nagarajan SS (2011) Functional connectivity in relation to motor performance and recovery after stroke. Front Syst Neurosci 5:8. doi:10.3389/fnsys.2011.00008

    PubMed Central  PubMed  Google Scholar 

  • Wolf CC, Ball A, Ocklenburg S, Otto T, Heed T, Röder B, Güntürkün O (2011) Visuotactile interactions in the congenitally acallosal brain: evidence for early cerebral plasticity. Neuropsychologia 49:3908–3916. doi:10.1016/j.neuropsychologia.2011.10.008

    PubMed  Google Scholar 

  • Wong SW, Jong L, Bandur D, Bihari F, Yen YF, Takahashi AM, Lee DH, Steven DA, Parrent AG, Pigott SE, Mirsattari SM (2009) Cortical reorganization following anterior temporal lobectomy in patients with temporal lobe epilepsy. Neurology 73:518–525. doi:10.1212/WNL.0b013e3181b2a48e

    PubMed Central  CAS  PubMed  Google Scholar 

  • Yogarajah M, Focke NK, Bonelli SB, Thompson P, Vollmar C, McEvoy AW, Alexander DC, Symms MR, Koepp MJ, Duncan JS (2010) The structural plasticity of white matter networks following anterior temporal lobe resection. Brain 133:2348–2364. doi:10.1093/brain/awq175

    PubMed Central  PubMed  Google Scholar 

  • You X, Adjouadi M, Guillen MR, Ayala M, Barreto A, Rishe N, Sullivan J, Dlugos D, Vanmeter J, Morris D, Donner E, Bjornson B, Smith ML, Bernal B, Berl M, Gaillard WD (2011) Sub-patterns of language network reorganization in pediatric localization related epilepsy: a multisite study. Hum Brain Mapp 32:784–799. doi:10.1002/hbm.21066

    PubMed Central  PubMed  Google Scholar 

  • Zarahn E, Alon L, Ryan SL, Lazar RM, Vry MS, Weiller C, Marshall RS, Krakauer JW (2011) Prediction of motor recovery using initial impairment and fMRI 48 h poststroke. Cereb Cortex 21:2712–2721. doi:10.1093/cercor/bhr047

    PubMed Central  PubMed  Google Scholar 

  • Zepeda A, Sengpiel F, Guagnelli MA, Vaca L, Arias C (2004) Functional reorganization of visual cortex maps after ischemic lesions is accompanied by changes in expression of cytoskeletal proteins and NMDA and GABA(A) receptor subunits. J Neurosci 24:1812–1821

    CAS  PubMed  Google Scholar 

  • Zipse L, Norton A, Marchina S, Schlaug G (2012) When right is all that is left: plasticity of right-hemisphere tracts in a young aphasic patient. Ann N Y Acad Sci 1252:237–245. doi:10.1111/j.1749-6632.2012.06454.x

    PubMed Central  PubMed  Google Scholar 

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Beisteiner, R., Matt, E. (2015). Brain Plasticity in fMRI and DTI. In: Stippich, C. (eds) Clinical Functional MRI. Medical Radiology(). Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-45123-6_11

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