Defining language networks from resting-state fMRI for surgical planning- A feasibility study

Human Brain Mapping

Volumn 35, Issue 3, 2014, Pages 1018-1030

  Tie, Yanmei ^a,b   Rigolo, Laura ^a,b   Norton, Isaiah H ^a,b   Huang, Raymond Y ^a,b   Wu, Wentao ^b,c   Orringer, Daniel ^a,b   Mukundan, Srinivasan ^a,b   Golby, Alexandra J ^a,b  

^a HARVARD MEDICAL SCHOOL   (United States)

^b BRIGHAM AND WOMEN S HOSPITAL   (United States)

^c SICHUAN UNIVERSITY   (China)

Author keywords

"task free" paradigm; Functional connectivity; Independent component analysis (ICA); Language mapping; Resting state networks (RSNs); Task based fMRI

Indexed keywords

ADULT; BRAIN; BRAIN MAPPING; COMPARATIVE STUDY; DEVICES; FEASIBILITY STUDY; FEMALE; HUMAN; LANGUAGE; MALE; NERVE CELL NETWORK; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY; PREOPERATIVE CARE; PROCEDURES; REST; STANDARDS; YOUNG ADULT;

ADULT; BRAIN; BRAIN MAPPING; FEASIBILITY STUDIES; FEMALE; HUMANS; LANGUAGE; MAGNETIC RESONANCE IMAGING; MALE; NERVE NET; PREOPERATIVE CARE; REST; YOUNG ADULT;

EID: 84893731551     PISSN: 10659471     EISSN: 10970193     Source Type: Journal    
DOI: 10.1002/hbm.22231     Document Type: Article

References (71)

1. Auer DP ((2008): Spontaneous low-frequency blood oxygenation level-dependent fluctuations and functional connectivity analysis of the 'resting' brain. Magn Reson Imaging 26:1055-1064.
2. Bandettini PA, Wong EC, Hinks RS, Tikofsky RS, Hyde JS ((1992): Time course EPI of human brain function during task activation. Magn Reson Med 25:390-397.
3. Bartels A, Zeki S (2005): Brain dynamics during natural viewing conditions -A new guide for mapping connectivity in vivo. Neuroimage 24:339-349.
4. Beckmann CF, DeLuca M, Devlin JT, Smith SM (2005): Investigations into resting-state connectivity using independent component analysis. Philos Trans R Soc Lond B Biol Sci 360:1001-1013.
5. Bell AJ, Sejnowski TJ ((1995): An information-maximization approach to blind separation and blind deconvolution. Neural Comput 7:1129-1159.
6. Binder JR, Desai RH, Graves WW, Conant LL ((2009): Where is the semantic system? A critical review and meta-analysis of 120 functional neuroimaging studies. Cereb Cortex 19:2767-2796.
7. Binder JR, Swanson SJ, Hammeke TA, Morris GL, Mueller WM, Fischer M, Benbadis S, Frost JA, Rao SM, Haughton VM (1996): Determination of language dominance using functional MRI: A comparison with the Wada test. Neurology 46:978-984.
8. Binder JR, Frost JA, Hammeke TA, Cox RW, Rao SM, Prieto T ((1997): Human brain language areas identified by functional magnetic resonance imaging. J Neurosci 17:353-362.
9. Binder JR, Frost JA, Hammeke TA, Bellgowan PS, Rao SM, Cox RW (1999): Conceptual processing during the conscious resting state: A functional MRI study. J Cogn Neurosci 11:80-95.
10. 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.
11. Biswal BB, Mennes M, Zuo XN, Gohel S, Kelly C, Smith SM, Beckmann CF, Adelstein JS, Buckner RL, Colcombe S, Dogonowski AM, Ernst M, Fair D, Hampson M, Hoptman MJ, Hyde JS, Kiviniemi VJ, Kotter R, Li SJ, Lin CP, Lowe MJ, Mackay C, Madden DJ, Madsen KH, Margulies DS, Mayberg HS, McMahon K, Monk CS, Mostofsky SH, Nagel BJ, Pekar JJ, Peltier SJ, Petersen SE, Riedl V, Rombouts SA, Rypma B, Schlaggar BL, Schmidt S, Seidler RD, Siegle GJ, Sorg C, Teng GJ, Veijola J, Villringer A, Walter M, Wang L, Weng XC, Whitfield-Gabrieli S, Williamson P, Windischberger C, Zang YF, Zhang HY, Castellanos FX, Milham MP (2010): Toward discovery science of human brain function. Proc Natl Acad Sci USA 107:4734-4739.
12. Bookheimer S ((2002): Functional MRI of language: New approaches to understanding the cortical organization of semantic processing. Annu Rev Neurosci 25:151-188.
13. Bookheimer S ((2007): Pre-surgical language mapping with functional magnetic resonance imaging. Neuropsychol Rev 17:145-155.
14. Brennan RL, Prediger DJ ((1981): Coefficient kappa: Some uses, misuses, and alternatives. Educ Psychol Meas 41:687-699.
15. Buckner RL, Andrews-Hanna JR, Schacter DL ((2008): The brain's default network: Anatomy, function, and relevance to disease. Ann N Y Acad Sci 1124:1-38.
16. Calhoun VD, Adali T, Pearlson GD, Pekar JJ ((2001): A method for making group inferences from functional MRI data using independent component analysis. Hum Brain Mapp 14:140-151.
17. Carpentier A, Pugh KR, Westerveld M, Studholme C, Skrinjar O, Thompson JL, Spencer DD, Constable RT ((2001): Functional MRI of language processing: Dependence on input modality and temporal lobe epilepsy. Epilepsia 42:1241-1254.
18. Cohen J ((1960): A coefficient of agreement for nominal scales. Educ Psychol Meas 20:37-46.
19. Cordes D, Haughton VM, Arfanakis K, Wendt GJ, Turski PA, Moritz CH, Quigley MA, Meyerand ME (2000): Mapping functionally related regions of brain with functional connectivity MR imaging. AJNR Am J Neuroradiol 21:1636-1644.
20. Damoiseaux JS, Rombouts SA, Barkhof F, Scheltens P, Stam CJ, Smith SM, Beckmann CF (2006): Consistent resting-state networks across healthy subjects. Proc Natl Acad Sci USA 103:13848-13853.
21. De Luca M, Beckmann CF, De Stefano N, Matthews PM, Smith SM ((2006): fMRI resting state networks define distinct modes of long-distance interactions in the human brain. Neuroimage 29:1359-1367.
22. Duffau H ((2005): Lessons from brain mapping in surgery for low-grade glioma: Insights into associations between tumour and brain plasticity. Lancet Neurol 4:476-486.
23. Fernandez G, Specht K, Weis S, Tendolkar I, Reuber M, Fell J, Klaver P, Ruhlmann J, Reul J, Elger CE ((2003): Intrasubject reproducibility of presurgical language lateralization and mapping using fMRI. Neurology 60:969-975.
24. FitzGerald DB, Cosgrove GR, Ronner S, Jiang H, Buchbinder BR, Belliveau JW, Rosen BR, Benson RR ((1997): Location of language in the cortex: A comparison between functional MR imaging and electrocortical stimulation. AJNR Am J Neuroradiol 18:1529-1539.
25. Fleiss JL ((1971): Measuring nominal scale agreement among many raters. Psychol Bull 76:378-382.
26. Fox MD, Raichle ME ((2007): Spontaneous fluctuations in brain activity observed with functional magnetic resonance imaging. Nat Rev Neurosci 8:700-711.
27. Franco AR, Pritchard A, Calhoun VD, Mayer AR ((2009): Interrater and intermethod reliability of default mode network selection. Hum Brain Mapp 30:2293-2303.
28. Giussani C, Roux FE, Ojemann J, Sganzerla EP, Pirillo D, Papagno C (2010): Is preoperative functional magnetic resonance imaging reliable for language areas mapping in brain tumor surgery? Review of language functional magnetic resonance imaging and direct cortical stimulation correlation studies. Neurosurgery 66:113-120.
29. Goldmann RE, Golby AJ ((2005): Atypical language representation in epilepsy: Implications for injury-induced reorganization of brain function. Epilepsy Behav 6:473-487.
30. Greicius MD, Srivastava G, Reiss AL, Menon V (2004): Default-mode network activity distinguishes Alzheimer's disease from healthy aging: Evidence from functional MRI. Proc Natl Acad Sci USA 101:4637-4642.
31. Greicius MD, Supekar K, Menon V, Dougherty RF (2009): Resting-state functional connectivity reflects structural connectivity in the default mode network. Cereb Cortex 19:72-78.
32. 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.
33. Himberg J, Hyvarinen A, Esposito F ((2004): Validating the independent components of neuroimaging time series via clustering and visualization. Neuroimage 22:1214-1222.
34. Horovitz SG, Fukunaga M, de Zwart JA, van Gelderen P, Fulton SC, Balkin TJ, Duyn JH ((2008): Low frequency BOLD fluctuations during resting wakefulness and light sleep: A simultaneous EEG-fMRI study. Hum Brain Mapp 29:671-682.
35. Hyvarinen A, Oja E ((2000): Independent component analysis: Algorithms and applications. Neural Netw 13:411-430.
36. Kiviniemi VJ, Haanpaa H, Kantola JH, Jauhiainen J, Vainionpaa V, Alahuhta S, Tervonen O ((2005): Midazolam sedation increases fluctuation and synchrony of the resting brain BOLD signal. Magn Reson Imaging 23:531-537.
37. Lancaster JL, Summerln JL, Rainey L, Freitas CS, Fox PT ((1997): The Talairach Daemon, a database server for Talairach Atlas Labels. Neuroimage 5:S633.
38. Lancaster JL, Woldorff MG, Parsons LM, Liotti M, Freitas CS, Rainey L, Kochunov PV, Nickerson D, Mikiten SA, Fox PT ((2000): Automated talairach atlas labels for functional brain mapping. Hum Brain Mapp 10:120-131.
39. Li YO, Adali T, Calhoun VD ((2007): Estimating the number of independent components for functional magnetic resonance imaging data. Hum Brain Mapp 28:1251-1266.
40. Likert R ((1932): A technique for the measurement of attitudes. Arch Psychol 140:1-55.
41. Liu H, Buckner RL, Talukdar T, Tanaka N, Madsen JR, Stufflebeam SM ((2009): Task-free presurgical mapping using functional magnetic resonance imaging intrinsic activity. J Neurosurg 111:746-754.
42. Loring DW, Meador KJ, Allison JD, Pillai JJ, Lavin T, Lee GP, Balan A, Dave V ((2002): Now you see it, now you don't: statistical and methodological considerations in fMRI. Epilepsy Behav 3:539-547.
43. Maldjian JA, Laurienti PJ, Kraft RA, Burdette JH ((2003): An automated method for neuroanatomic and cytoarchitectonic atlas-based interrogation of fMRI data sets. Neuroimage 19:1233-1239.
44. Maldjian JA, Laurienti PJ, Burdette JH ((2004): Precentral gyrus discrepancy in electronic versions of the Talairach atlas. Neuroimage 21:450-455.
45. McKeown MJ, Jung TP, Makeig S, Brown G, Kindermann SS, Lee TW, Sejnowski TJ ((1998): Spatially independent activity patterns in functional MRI data during the stroop color-naming task. Proc Natl Acad Sci USA 95:803-810.
46. Ojemann GA ((1993): Functional mapping of cortical language areas in adults. Intraoperative approaches. Adv Neurol 63:155-163.
47. Oldfield RC ((1971): The assessment and analysis of handedness: The Edinburgh inventory. Neuropsychologia 9:97-113.
48. Petersen SE, Fox PT, Snyder AZ, Raichle ME ((1990): Activation of extrastriate and frontal cortical areas by visual words and word-like stimuli. Science 249:1041-1044.
49. Price CJ, Wise RJ, Frackowiak RS ((1996): Demonstrating the implicit processing of visually presented words and pseudowords. Cereb Cortex 6:62-70.
50. Propper RE, O'Donnell LJ, Whalen S, Tie Y, Norton IH, Suarez RO, Zollei L, Radmanesh A, Golby AJ ((2010): A combined fMRI and DTI examination of functional language lateralization and arcuate fasciculus structure: Effects of degree versus direction of hand preference. Brain Cogn 73:85-92.
51. Randolph JJ ((2005): Free-marginal multirater kappa: An alternative to Fleiss' fixed-marginal multirater kappa. Joensuu University Learning and Instruction Symposium, Joensuu, Finland, October 14-15, 2005 (ERIC Document Reproduction Service No. ED490661).
52. Rolls HK, Yoo SS, Zou KH, Golby AJ, Panych LP ((2007): Rater-dependent accuracy in predicting the spatial location of functional centers on anatomical MR images. Clin Neurol Neurosurg 109:225-235.
53. Rosazza C, Minati L ((2011): Resting-state brain networks: Literature review and clinical applications. Neurol Sci 32:773-785.
54. Rosazza C, Minati L, Ghielmetti F, Mandelli ML, Bruzzone MG ((2011): Functional connectivity during resting-state functional MR imaging: Study of the correspondence between independent component analysis and region-of-interest-based methods. AJNR Am J Neuroradiol 33:180-187.
55. Roux FE, Boulanouar K, Lotterie JA, Mejdoubi M, LeSage JP, Berry I (2003): Language functional magnetic resonance imaging in preoperative assessment of language areas: Correlation with direct cortical stimulation. Neurosurgery 52:1335-1345.
56. Sanai N, Mirzadeh Z, Berger MS (2008): Functional outcome after language mapping for glioma resection. N Engl J Med 358:18-27.
57. Seifritz E, Esposito F, Hennel F, Mustovic H, Neuhoff JG, Bilecen D, Tedeschi G, Scheffler K, Di Salle F ((2002): Spatiotemporal pattern of neural processing in the human auditory cortex. Science 297:1706-1708.
58. Shimony JS, Zhang D, Johnston JM, Fox MD, Roy A, Leuthardt EC ((2009): Resting-state spontaneous fluctuations in brain activity: a new paradigm for presurgical planning using fMRI. Acad Radiol 16:578-583.
59. 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.
60. Stippich C, Rapps N, Dreyhaupt J, Durst A, Kress B, Nennig E, Tronnier VM, Sartor K (2007): Localizing and lateralizing language in patients with brain tumors: Feasibility of routine preoperative functional MR imaging in 81 consecutive patients. Radiology 243:828-836.
61. Suarez RO, Whalen S, O'Shea JP, Golby AJ ((2008): A surgical planning method for functional MRI assessment of language dominance: Influences from threshold, region-of-interest, and stimulus mode. Brain Imaging Behav 2:59-73.
62. Suarez RO, Whalen S, Nelson AP, Tie Y, Meadows ME, Radmanesh A, Golby AJ (2009): Threshold-independent functional MRI determination of language dominance: A validation study against clinical gold standards. Epilepsy Behav 16:288-297.
63. Talairach J, Tournoux P ((1988): Co-Planar Stereotactic Atlas of The Human Brain. Thieme, Stuttgart.
64. Tharin S, Golby A (2007): Functional brain mapping and its applications to neurosurgery. Neurosurgery 60(4 Suppl 2):185-201.
65. Tie Y, Suarez RO, Whalen S, Norton IH, Golby AJ ((2008a): Identification of essential language areas by combination of fMRI from different tasks using probabilistic independent component analysis. J Biomed Sci Eng 1:157-162.
66. Tie Y, Whalen S, Suarez RO, Golby AJ ((2008b): Group independent component analysis of language fMRI from word generation tasks. Neuroimage 42:1214-1225.
67. Tie Y, Suarez RO, Whalen S, Radmanesh A, Norton IH, Golby AJ ((2009): Comparison of blocked and event-related fMRI designs for pre-surgical language mapping. Neuroimage 47 (Suppl 2):T107-T115.
68. van e Ven VG, Formisano E, Prvulovic D, Roeder CH, Linden DE (2004): Functional connectivity as revealed by spatial independent component analysis of fMRI measurements during rest. Hum Brain Mapp 22:165-178.
69. Vincent JL, Snyder AZ, Fox MD, Shannon BJ, Andrews JR, Raichle ME, Buckner RL ((2006): Coherent spontaneous activity identifies a hippocampal-parietal memory network. J Neurophysiol 96:3517-3531.
70. 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.
71. Zhang D, Johnston JM, Fox MD, Leuthardt EC, Grubb RL, Chicoine MR, Smyth MD, Snyder AZ, Raichle ME, Shimony JS ((2009): Preoperative sensorimotor mapping in brain tumor patients using spontaneous fluctuations in neuronal activity imaged with functional magnetic resonance imaging: initial experience. Neurosurgery 65(6 Suppl):226-236.