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Research ArticleFunctional

Comparison of Hypothesis- and a Novel Hybrid Data/Hypothesis-Driven Method of Functional MR Imaging Analysis in Patients with Brain Gliomas

M. Caulo, R. Esposito, D. Mantini, C. Briganti, C. Sestieri, P.A. Mattei, C. Colosimo, G.L. Romani and A. Tartaro
American Journal of Neuroradiology June 2011, 32 (6) 1056-1064; DOI: https://doi.org/10.3174/ajnr.A2428
M. Caulo
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R. Esposito
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D. Mantini
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C. Briganti
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C. Sestieri
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P.A. Mattei
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C. Colosimo
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G.L. Romani
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A. Tartaro
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References

  1. 1.↵
    1. Smith JS,
    2. Chang EF,
    3. Lamborn KR,
    4. et al
    . Role of extent of resection in the long-term outcome of low-grade hemispheric gliomas. J Clin Oncol 2008; 26: 1338– 45
    Abstract/FREE Full Text
  2. 2.↵
    1. Sanai N,
    2. Berger MS
    . Glioma extent of resection and its impact on patient outcome. Neurosurgery 2008; 62: 753– 64
    CrossRefPubMedWeb of Science
  3. 3.↵
    1. Mayer L
    . Outcome after language mapping for glioma resection. N Engl J Med 2008; 358: 1750– 51
    CrossRefPubMed
  4. 4.↵
    1. Mulderink TA,
    2. Schaeffer AC,
    3. Meyer JR,
    4. et al
    . Simultaneous assessment of motor and language areas with a single functional MR imaging paradigm: feasibility. Radiology 2005; 236: 655– 60
    CrossRefPubMed
  5. 5.↵
    1. Abou-Khalil B
    . Methods for determination of language dominance: the Wada test and proposed non-invasive alternatives. Curr Neurol Neurosci Rep 2007; 7: 483– 90
    CrossRefPubMed
  6. 6.↵
    1. Duffau H
    . Lessons from brain mapping in surgery for low-grade glioma: insights into associations between tumour and brain plasticity. Lancet Neurol 2005; 4: 476– 86
    CrossRefPubMedWeb of Science
  7. 7.↵
    1. Friston KJ,
    2. Frith CD,
    3. Frackowiak RS,
    4. et al
    . Characterizing dynamic brain responses with fMRI: a multivariate approach. Neuroimage 1995; 2: 166– 72
    CrossRefPubMedWeb of Science
  8. 8.↵
    1. Holodny AI,
    2. Schulder M,
    3. Liu WC,
    4. et al
    . The effect of brain tumors on BOLD functional MR imaging activation in the adjacent motor cortex: implications for image-guided neurosurgery. AJNR Am J Neuroradiol 2000; 21: 1415– 22
    Abstract/FREE Full Text
  9. 9.↵
    1. Tie Y,
    2. Whalen S,
    3. Suarez RO,
    4. et al
    . Group independent component analysis of language fMRI from word generation tasks. Neuroimage 2008; 42: 1214– 25
    CrossRefPubMedWeb of Science
  10. 10.↵
    1. McKeown MJ,
    2. Makeig S,
    3. Brown GG,
    4. et al
    . Analysis of fMRI data by blind separation into independent spatial components. Hum Brain Mapp 2008; 6: 160– 88
  11. 11.↵
    1. Oldfield RC
    . The assessment and analysis of handedness: the Edinburgh inventory. Neuropsychologia 1971; 9: 97– 113
    CrossRefPubMedWeb of Science
  12. 12.↵
    1. Bishop A
    . Test of Reception of Grammar. Cambridge, United Kingdom: Cambridge University Press; 1983
  13. 13.↵
    1. Håberg A,
    2. Kvistad KA,
    3. Unsgård G,
    4. et al
    . Preoperative blood oxygen level-dependent functional magnetic resonance imaging in patients with primary brain tumors: clinical application and outcome. Neurosurgery 2004; 54: 902– 14
    CrossRefPubMed
  14. 14.↵
    1. Talairach J,
    2. Tournoux P
    . Co-Planar Stereotaxic Atlas of the Human Brain. New York: Thieme; 1988
  15. 15.↵
    1. Boynton GM,
    2. Engel SA,
    3. Glover GH,
    4. et al
    . Linear systems analysis of functional magnetic resonance imaging in human V1. J Neurosci 1996; 16: 4207– 41
    Abstract/FREE Full Text
  16. 16.↵
    1. Hyvarinen A
    . Fast and robust fixed-point algorithms for independent component analysis. IEEE Trans Neural Netw 1999; 10: 626– 34
    CrossRefPubMedWeb of Science
  17. 17.↵
    1. Mantini D,
    2. Perrucci MG,
    3. Del Gratta C,
    4. et al
    . Electrophysiological signatures of resting state networks in the human brain. Proc Natl Acad Sci U S A 2007; 104: 13170– 75
    Abstract/FREE Full Text
  18. 18.↵
    1. De Martino F,
    2. Gentile F,
    3. Esposito F,
    4. et al
    . Classification of fMRI independent components using IC-fingerprints and support vector machine classifiers. Neuroimage 2007; 34: 177– 94
    CrossRefPubMedWeb of Science
  19. 19.↵
    1. Moritz CH,
    2. Rogers BP,
    3. Meyerand ME
    . Power spectrum ranked independent component analysis of a periodic fMRI complex motor paradigm. Hum Brain Mapp 2003; 18: 111– 22
    CrossRefPubMedWeb of Science
  20. 20.↵
    1. Zar JH
    . Biostatistical Analysis. Upper Saddle River, New Jersey: Prentice-Hall; 1999
  21. 21.↵
    1. Seghier M
    . Laterality index in functional MRI: methodological issues. Magn Reson Imaging 2008; 26: 594– 601
    CrossRefPubMedWeb of Science
  22. 22.↵
    1. Ruff IM,
    2. Petrovich Brennan NM,
    3. Peck KK,
    4. et al
    . Assessment of the language laterality index in patients with brain tumor using functional MR imaging: effects of thresholding, task selection, and prior surgery. AJNR Am J Neuroradiol 2008; 29: 528– 35. Epub 2008 Jan 9
    Abstract/FREE Full Text
  23. 23.↵
    1. Louis DN,
    2. Ohgaki H,
    3. Wiestler OD,
    4. et al
    . The 2007 WHO classification of tumours of the central nervous system. Acta Neuropathol 2007; 114: 97– 109. Epub 2007 Jul 6. Erratum in: Acta Neuropathol 2007;114:547.
    CrossRefPubMedWeb of Science
  24. 24.↵
    1. Wada J,
    2. Rasmussen T
    . Intracarotid injection of sodium amytal for lateralization of cerebral speech dominance: 1960. J Neurosurg 2007; 106: 1117– 33
    CrossRefPubMedWeb of Science
  25. 25.↵
    1. Wada JA
    . A fateful encounter: sixty years later—reflections on the Wada test. Epilepsia 2008; 49: 715– 20, discussion 720–25
    CrossRefPubMedWeb of Science
  26. 26.↵
    1. Roux FE,
    2. Boulanouar K,
    3. Lotterie JA,
    4. et al
    . Language functional magnetic resonance imaging in preoperative assessment of language areas: correlation with direct cortical stimulation. Neurosurgery 2003; 52: 1335– 45
    CrossRefPubMedWeb of Science
  27. 27.↵
    1. Woermann FG,
    2. Jokeit H,
    3. Luerding R,
    4. et al
    . Language lateralization by Wada test and fMRI in 100 patients with epilepsy. Neurology 2003; 61: 699– 701
    Abstract/FREE Full Text
  28. 28.↵
    1. Bizzi A,
    2. Blasi V,
    3. Falini A,
    4. et al
    . Presurgical functional MR imaging of language and motor functions: validation with intraoperative electrocortical mapping. Radiology 2008; 248: 579– 89
    CrossRefPubMed
  29. 29.↵
    1. Chopp M,
    2. Li Y,
    3. Zhang J
    . Plasticity and remodeling of brain. J Neurol Sci 2008; 265: 97– 101
    CrossRefPubMedWeb of Science
  30. 30.↵
    1. Desmurget M,
    2. Bonnetblanc F,
    3. Duffau H
    . Contrasting acute and slow-growing lesions: a new door to brain plasticity. Brain 2007; 130: 898– 914
    Abstract/FREE Full Text
  31. 31.↵
    1. Stippich C,
    2. Rapps N,
    3. Dreyhaupt J,
    4. et al
    . Localizing and lateralizing language in patients with brain tumors: feasibility of routine preoperative functional MR imaging in 81 consecutive patients. Radiology 2007; 243: 828– 36
    CrossRefPubMed
  32. 32.↵
    1. Bonnetblanc F,
    2. Desmurget M,
    3. Duffau H
    . Low grade gliomas and cerebral plasticity: fundamental and clinical implications [in French]. Med Sci (Paris) 2006; 22: 389– 94
    PubMed
  33. 33.↵
    1. Goebel R,
    2. Esposito F,
    3. Formisano E
    . Analysis of functional image analysis contest (FIAC) data with brainvoyager QX: from single-subject to cortically aligned group general linear model analysis and self-organizing group independent component analysis. Hum Brain Mapp 2006; 27: 392– 401
    CrossRefPubMedWeb of Science
  34. 34.↵
    1. Gu H,
    2. Engelien W,
    3. Feng H,
    4. et al
    . Mapping transient, randomly occurring neuropsychological events using independent component analysis. Neuroimage 2001; 14: 1432– 43
    CrossRefPubMedWeb of Science
  35. 35.↵
    1. Wu X,
    2. Lu J,
    3. Chen K,
    4. et al
    . Multiple neural networks supporting a semantic task: an fMRI study using independent component analysis. Neuroimage 2009; 45: 1347– 58
    CrossRefPubMed
  36. 36.↵
    1. Karunanayaka P,
    2. Schmithorst VJ,
    3. Vannest J,
    4. et al
    . A group independent component analysis of covert verb generation in children: a functional magnetic resonance imaging study. Neuroimage 2010; 51: 472– 87
    CrossRefPubMed
  37. 37.↵
    1. Cordes D,
    2. Haughton VM,
    3. Arfanakis K,
    4. et al
    . Mapping functionally related regions of brain with functional connectivity MR imaging. AJNR Am J Neuroradiol 2000; 21: 1636– 44
    Abstract/FREE Full Text
  38. 38.↵
    1. Quigley MA,
    2. Haughton VM,
    3. Carew J,
    4. et al
    . Comparison of independent component analysis and conventional hypothesis-driven analysis for clinical functional MR image processing. AJNR Am J Neuroradiol 2002; 23: 49– 58
    Abstract/FREE Full Text
  39. 39.↵
    1. Benson RR,
    2. FitzGerald DB,
    3. LeSueur LL,
    4. et al
    . Language dominance determined by whole brain functional MRI in patients with brain lesions. Neurology 1999; 52: 798– 809
    Abstract/FREE Full Text
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American Journal of Neuroradiology: 32 (6)
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M. Caulo, R. Esposito, D. Mantini, C. Briganti, C. Sestieri, P.A. Mattei, C. Colosimo, G.L. Romani, A. Tartaro
Comparison of Hypothesis- and a Novel Hybrid Data/Hypothesis-Driven Method of Functional MR Imaging Analysis in Patients with Brain Gliomas
American Journal of Neuroradiology Jun 2011, 32 (6) 1056-1064; DOI: 10.3174/ajnr.A2428

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Comparison of Hypothesis- and a Novel Hybrid Data/Hypothesis-Driven Method of Functional MR Imaging Analysis in Patients with Brain Gliomas
M. Caulo, R. Esposito, D. Mantini, C. Briganti, C. Sestieri, P.A. Mattei, C. Colosimo, G.L. Romani, A. Tartaro
American Journal of Neuroradiology Jun 2011, 32 (6) 1056-1064; DOI: 10.3174/ajnr.A2428
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  • Reduction of Motion Artifacts and Noise Using Independent Component Analysis in Task-Based Functional MRI for Preoperative Planning in Patients with Brain Tumor
  • Reorganization of Functional Connectivity of the Language Network in Patients with Brain Gliomas
  • Localizing Seizure-Onset Zones in Presurgical Evaluation of Drug-Resistant Epilepsy by Electroencephalography/fMRI: Effectiveness of Alternative Thresholding Strategies
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