Relationship between functional connectivity and sensory impairment: Red flag or red herring?

Human Brain Mapping

Volumn 33, Issue 3, 2012, Pages 628-638

  Dinomais, Mickaël ^a,b   Groeschel, Samuel ^a   Staudt, Martin ^a,c   Krägeloh Mann, Ingeborg ^a   Wilke, Marko ^a  

^a UNIVERSITY HOSPITAL TÜBINGEN   (Germany)

^b UNIVERSITÉ D'ANGERS   (France)

^c Schon Klinik Vogtareuth   (Germany)

Author keywords

Cerebral palsy; FMRI; Functional connectivity; Gray matter volume; Hemiparesis; Lateralization index; Resting state; Sensory system

Indexed keywords

ADOLESCENT; ADULT; ARTICLE; BRAIN CORTEX; BRAIN DAMAGE; BRAIN SIZE; CEREBELLUM; CHILD; CLINICAL ARTICLE; FEMALE; FUNCTIONAL CONNECTIVITY MAGNETIC RESONANCE IMAGING; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GRAY MATTER; GRAY MATTER DAMAGE; HUMAN; IMAGE ANALYSIS; MALE; MIDDLE CEREBRAL ARTERY; MOTOR CORTEX; NERVE CELL NETWORK; PRIMARY SOMATOSENSORY CORTEX; PRIORITY JOURNAL; REST; SCHOOL CHILD; SECONDARY SOMATOSENSORY CORTEX; SENSORY DYSFUNCTION; SOMATOSENSORY SYSTEM;

ADOLESCENT; ADULT; BRAIN MAPPING; CEREBELLUM; CHILD; FEMALE; HUMANS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; NEURAL PATHWAYS; SOMATOSENSORY CORTEX; STROKE; YOUNG ADULT;

EID: 84856740282     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.21227     Document Type: Article

References (55)

1. Andersen RA, Snyder LH, Bradley DC, Xing J (1997): Multimodal representation of space in the posterior parietal cortex and its use in planning movement. Annu Rev Neurosci 20: 303-330.
2. 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: 537-541.
3. Brett M, Leff A, Rorden C, Ashburner J (2001): Spatial normalization of brain images with focal lesions using cost function masking. Neuroimage 14: 486-500.
4. Burton H, Sinclair RJ, McLaren DG (2008a): Cortical network for vibrotactile attention: A fMRI study. Hum Brain Mapp 29: 207-221.
5. Burton H, Sinclair RJ, Wingert JR, Dierker D (2008b): Multiple parietal operculum subdivisions in humans: Tactile activation maps. Somatosens Mot Res 25: 149-162.
6. 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: 1326-1333.
7. Damoiseaux JS, Greicius M (2009): Greater than the sum of its parts: A review of studies combining structural connectivity and resting-state functional connectivity. Brain Struct Funct 213: 525-533.
8. Eickhoff SB, Amunts K, Mohlberg H, Zilles K (2006): The human parietal operculum. II. Stereotaxic maps and correlation with functional imaging results. Cereb Cortex 16: 268-279.
9. Eickhoff SB, Grefkes C, Zilles K, Fink GR (2007): The somatotopic organization of cytoarchitectonic areas on the human parietal operculum. Cereb Cortex 17: 1800-1811.
10. Eickhoff SB, Jbabdi S, Caspers S, Laird AR, Fox PT, Zilles K, Behrens TE (2010): Anatomical and functional connectivity of cytoarchitectonic areas within the human parietal operculum. J Neurosci 30: 6409-6421.
11. Fair DA, Schlaggar BL, Cohen AL, Miezin FM, Dosenbach NU, Wenger KK, Fox MD, Snyder AZ, Raichle ME, Petersen SE (2007): A method for using blocked and event-related fMRI data to study "resting state" functional connectivity. Neuroimage 35: 396-405.
12. Friston KJ, Frith CD, Liddle PF, Frackowiak RS (1993): Functional connectivity: The principal-component analysis of large (PET) data sets. J Cereb Blood Flow Metab 13: 5-14.
13. Gao JH, Parsons LM, Bower JM, Xiong J, Li J, Fox PT (1996): Cerebellum implicated in sensory acquisition and discrimination rather than motor control. Science 272: 545-547.
14. Good CD, Johnsrude IS, Ashburner J, Henson RN, Friston KJ, Frackowiak RS (2001): A voxel-based morphometric study of ageing in 465 normal adult human brains. Neuroimage 14: 21-36.
15. Guzzetta A, Bonanni P, Biagi L, Tosetti M, Montanaro D, Guerrini R, Cioni G (2007): Reorganisation of the somatosensory system after early brain damage. Clin Neurophysiol 118: 1110-1121.
16. Hagmann P, Cammoun L, Gigandet X, Meuli R, Honey CJ, Wedeen VJ, Sporns O (2008): Mapping the strucutral core of human cerebral cortex. PLoS Comput Biol 6: e159.
17. 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: 247-262.
18. Holmström L, Vollmer B, Tedroff K, Islam M, Ke Persson J, Kits A, Forssberg H, Eliasson AC (2010): Hand function in relation to brain lesions and corticomotor-projection pattern in children with unilateral cerebral palsy. Dev Med Child Neurol 52: 145-152.
19. Honey CJ, Sporns O, Cammoun L, Gigandet X, Thiran JP, Meuli R, Hagmann P (2009): Predicting human resting-state functional connectivty from structural connectivity. Proc Natl Acad Sci USA 106: 2035-2040.
20. Jenkins GM, Watts DG (1968): Spectral Analysis and Its Applications. Boca Raton: Emerson-Adam.
21. Jolles DD, Van Buchern MA, Crone EA, Rombouts SA (2010): A comprehensive study of whole-brain functional connectivity in children and young adults. Cereb Cortex, jun 11 [Epub ahead of print].
22. Juenger H, Linder-Lucht M, Walther M, Berweck S, Mall V, Staudt M (2007): Cortical neuromodulation by constraint-induced movement therapy in congenital hemiparesis: An FMRI study. Neuropediatrics 38: 130-136.
23. Kaas J. 2003. Somatosensory system. In: Mai GPJK, editor. The Human Nervous System. London: Elsevier. pp 1061-1086.
24. Koch MA, Norris DG, Hund-Georgiadis M (2002): An investigation of functional and anatomical connectivity using magnetic resonance imaging. Neuroimage 16: 241-250.
25. Kostovic I, Judas M (2002): Correlation between the sequential ingrowth of afferents and transient patterns of cortical lamination in preterm infants. Anat Rec 267: 1-6.
26. Kuhnke N, Juenger H, Walther M, Berweck S, Mall V, Staudt M (2008): Do patients with congenital hemiparesis and ipsilateral corticospinal projections respond differently to consraint-induced movement therapy? Dev Med Child Neurol 50: 898-903.
27. Lee L, Harrison LM, Mechelli A (2003): A report of the functional connectivity workshop, Dusseldorf 2002. Neuroimage 19(2, Pt 1): 457-465.
28. Lui S, Deng W, Huang X, Jiang L, Ma X, Chen H, Zhang T, Li X, Li D, Zou L, Tang H, Zhou XJ, Mechelli A, Collier DA, Sweeney JA, Li T, Gong Q (2009): Association of cerebral deficits with clinical symptoms in antipsychotic-naive first-episode schizophrenia: An optimized voxel-based morphometry and resting state functional connectivity study. Am J Psychiatry 166: 196-205.
29. Macey PM, Macey KE, Kumar R, Harper RM (2004): A method for removal of global effects from fMRI time series. Neuroimage 22: 360-366.
30. Maldjian J, Laurienti PJ, Kraft A, Burdette JH (2003): An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets. Neuroimage 19: 1233-1239.
31. O'Reilly JX, Beckmann CF, Tomassini V, Ramnani N, Johansen-Berg H (2010): Distinct and overlapping functional zones in the cerebellum defined by resting state functional connectivity. Cereb Cortex 20: 953-965.
32. Pinter JD, Eliez S, Schmitt JE, Capone GT, Reiss AL (2001): Neuroanatomy of Down's syndrome: A high-resolution MRI study. Am J Psychiatry 158: 1659-1665.
33. Randolph M, Semmes J (1974): Behavioral consequences of selective subtotal ablations in the postcentral gyrus of Macaca mulatta. Brain Res 70: 55-70.
34. Rizzolatti G, Fogassi L, Gallese V (2002): Motor and cognitive functions of the ventral premotor cortex. Curr Opin Neurobiol 12: 149-154.
35. Schmahmann JD, Pandya DN (1992): Course of the fiber pathways to pons from parasensory association areas in the rhesus monkey. J Comp Neurol 326: 224-248.
36. Seghier ML, Ramlackhansingh A, Crinion J, Leff AP, Price CJ (2008): Lesion identification using unified segmentation-normalisation models and fuzzy clustering. Neuroimage 41: 1253-1266.
37. 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.
38. Smith SM, Fox PT, Miller KL, Glahn DC, Fox PM, Mackay CE, Filippini N, Watkins KE, Toro R, Laird AR, Beckmann CF. (2009): Correspondence of the brain's functional architecture during activation and rest. Proc Natl Acad Sci USA 106: 13040-13045.
39. Staudt M, Grodd W, Gerloff C, Erb M, Stitz J, Krageloh-Mann I (2002): Two types of ipsilateral reorganization in congenital hemiparesis: A TMS and fMRI study. Brain 125(Pt 10): 2222-2237.
40. Staudt M, Gerloff C, Grodd W, Holthausen H, Niemann G, Krageloh-Mann I (2004): Reorganization in congenital hemiparesis acquired at different gestational ages. Ann Neurol 56: 854-863.
41. Staudt M, Braun C, Gerloff C, Erb M, Grodd W, Krageloh-Mann I (2006a) Developing somatosensory projections bypass periventricular brain lesions. Neurology 67: 522-525.
42. Staudt M, Erb M, Braun C, Gerloff C, Grodd W, Krageloh-Mann I (2006b): Extensive peri-lesional connectivity in congenital hemiparesis. Neurology 66: 771.
43. Supekar K, Uddin LQ, Prater K, Amin H, Greicius MD, Menon V (2010): Development of functional and structural connectivity within the default mode network in young children. Neuroimage 52: 290-301.
44. Uddin LQ, Supekar K, Menon V (2010): Typical and atypical development of functional human brain networks: Insights from resting-state FMRI. Front Syst Neurosci 21: 4-21.
45. Waites AB, Stanislavsky A, Abbott DF, Jackson GD (2005): Effect of prior cognitive state on resting state networks measured with functional connectivity. Hum Brain Mapp 24: 59-68.
46. Walther M, Juenger H, Kuhnke N, Wilke M, Brodbeck V, Berweck S, Staudt M, Mall V (2009): Motor cortex plasticity in ischemic perinatal stroke: A transcranial magnetic stimulation and functional MRI. Pediatr Neurol 41: 171-178.
47. Wilke M, Lidzba K (2007): LI-tool: A new toolbox to assess lateralization in functional MR-data. J Neurosci Methods 163: 128-136.
48. Wilke M, Schmithorst V (2006): A combined bootstrap/histogram analysis approach for computing a lateralization index from neuroimaging data. Neuroimage 33: 522-530.
49. Wilke M, Schmithorst V, Holland SK (2002): Assessment of spatial normalization of whole-brain magnetic resonance images in children. Hum Brain Mapp 17: 48-60.
50. Wilke M, Lidzba K, Krageloh-Mann I (2009a): Combined functional and causal connectivity analyses of language networks in children: A feasibility study. Brain Lang 108: 22-29.
51. Wilke M, Staudt M, Juenger H, Grodd W, Braun C, Krageloh-Mann I (2009b): Somatosensory system in two types of motor reorganization in congenital hemiparesis: Topography and function. Hum Brain Mapp 30: 776-788.
52. Williams P, Basso D, Case-Smith J, Nichols-Larsen D (2006): Development of the hand active sensation test: Reliability and validity. Arch Phys Med Rehabil 87: 1471-1477.
53. Wingert JR, Sinclair RJ, Dixit S, Damiano DL, Burton H (2010): Somatosensory-evoked cortical activity in spastic diplegic cerebral palsy. Hum Brain Mapp 31: 1772-1785.
54. Young JP, Herath P, Eickhoff SB, Choi JH, Grefkes C, Zilles K, Roland PE (2004): Somatotopy and attentional modulation of the human parietal and opercular regions. J Neurosci 24: 5391-5399.
55. Zilles K. 2003. Architecture of the Human Cerebral Cortex. In: Mai GPJK, editor. The Human Nervous System. London: Elsevier. pp 997-1055.