Anatomo-clinical atlases correlate clinical data and electrode contact coordinates: Application to subthalamic deep brain stimulation

Journal of Neuroscience Methods

Volumn 212, Issue 2, 2013, Pages 297-307

  Lalys, Florent ^a,b   Haegelen, Claire ^a,b,c   Mehri, Maroua ^a,b   Drapier, Sophie ^c   Vérin, Marc ^c   Jannin, Pierre ^a,b  

^a INSERM   (France)

^b UNIVERSITÉ DE RENNES 1   (France)

^c PONTCHAILLOU UNIVERSITY HOSPITAL   (France)

Author keywords

Anatomo clinical atlas; Deep brain stimulation; Medical imaging; Parkinson disease

Indexed keywords

ADULT; AGED; ARTICLE; BRAIN DEPTH STIMULATION; BRAIN MAPPING; CLINICAL ARTICLE; ELECTRODE; FEMALE; HUMAN; MALE; MOTOR ACTIVITY; NEUROPHYSIOLOGY; PRIORITY JOURNAL; SUBTHALAMIC NUCLEUS DEEP BRAIN STIMULATION;

ANATOMY, REGIONAL; ATLASES AS TOPIC; DEEP BRAIN STIMULATION; ELECTRODES, IMPLANTED; FEMALE; HUMANS; MALE; MIDDLE AGED; PARKINSON DISEASE; SUBTHALAMIC NUCLEUS;

EID: 84870804514     PISSN: 01650270     EISSN: 1872678X     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2012.11.002     Document Type: Article

References (72)

1. Aubert-Broche B., Evans A.C., Collins L. A new improved version of the realistic digital brain phantom. Neuroimage 2006, 32:138-145.
2. Bardinet E., Bhatttacharjee M., Dormont D., Pidoux B., Malandain G., Schüpbach M., et al. A three-dimensional histological atlas of the human basal ganglia. II. Atlas deformation strategy and evaluation in deep brain stimulation for Parkinson disease. J Neurosurg 2009, 110:208-219.
3. Benabid A.L., Krack P., Benazzouz A., Limousin P., Koudsie A., Pollak P. Deep brain stimulation of the subthalamic nucleus for Parkinson's disease: methodologic aspects and clinical criteria. Neurology 2000, 55:40-44.
4. Benabid A.L., Koudsié A., Benazzouz A., Fraix V., Ashraf A., Le Bas J.F., et al. Subthalamic stimulation for Parkinson's disease. Arch Med Res 2000, 31:282-289.
5. Biseul I., Sauleau P., Haegelen C., Trebon P., Drapier D., Raoul S., et al. Fear recognition is impaired by subthalamic nucleus stimulation in Parkinson's disease. Neuropsychologia 2005, 43:1054-1059.
6. Burrows A.M., Ravin P.D., Novak P., Peters M.L., Dessureau B., Swearer J., et al. Limbic and motor function comparison of deep brain stimulation of the zona incerta and subthalamic nucleus. Neurosurgery 2011, 70(1):125-130.
7. Buston C.R., Cooper S.E., Henderson J.M., Wolgamuth B., McIntyre C.C. Probabilistic analysis of activation volumes generated during deep brain stimulation. Neuroimage 2011, 54(3):2096-2104.
8. Brontë-Stewart H., Louie S., Batya S., Henderson J.M. Clinical motor outcome of bilateral subthalamic nucleus deep-brain stimulation for Parkinson's disease using image-guided frameless stereotaxy. Neurosurgery 2010, 67(4):1088-1093.
9. Brücke C., Kupsch A., Schneider G.H., Hariz M.I., Nuttin B., Kopp U., et al. The subthalamic region is activated during valence-related emotional processing in patients with Parkinson's disease. Eur J Neurosci 2007, 26:767-774.
10. Chakravarty M., Bertrand G., Hodge C.P., Sadikot A.F., Collins D.L. The creation of a brain atlas for image guided neurosurgery using serial histological data. Neuroimage 2006, 30(2):359-376.
11. Coupe P., Yger P., Prima S., Hellier P., Kervrann C., Barillot C. An optimized blockwise non local means denoising filter for 3D magnetic resonance images. IEEE Trans Med Imaging 2008, 24(4):425-441.
12. Dawant B., D'Haese P.F., Pallavaram S., Li R., Yu H., Spooner J., et al. The VU-DBS project: integrated and computer-assisted planning, intra-operative placement, and post-operative programming of deep-brain stimulators. SPIE Med Imaging 2007, 6509(1):650907.
13. D'Haese P.F., Cetinkaya E., Konrad P.E., Kao C., Dawant B.M. Computer-aided placement of deep brain stimulators: from planning to intraoperative. IEEE Trans Med Imaging 2005, 24(11):1469-1478.
14. D'Haese P.F., Pallavaran S., Yu H., Spooner J., Konrad P.E., Dawant B.M. Deformable physiological atlas-based programming of deep brain stimulators: a feasability study 2006, WBIR, Utrecht, The Netherlands, p. 144-50.
15. D'Haese P.F., Pallavaram S., Li R., Remple M.S., Kao C., Neimat J.S., et al. CranialVault and its CRAVE tools: a clinical computer assistance system for deep brain stimulation (DBS) therapy. Med Image Anal 2010, 16(3):744-753.
16. Dormont D., Seidenwurm D., Galanaud D., Cornu P., Yelnik J., Bardinet E. Neuroimaging and deep brain stimulation. Am J Neuroradiol 2010, 31(1):15-23.
17. Dujardin K., Blairy S., Defebvre L., Krystkowiak P., Hess U., Blond S., et al. Subthalamic nucleus stimulation induces deficits in decoding emotional facial expressions in Parkinson's disease. J Neurol Neurosurg Psychiatry 2004, 75:202-208.
18. Fahn Y., Elton R. Unified Parkinson's disease rating scale. Recent developments in Parkinson's disease, 2 1987, 153-163. Macmillan, Florham Park, NJ. S. Fahn, C. Marsden, D. Calne, M. Goldstein (Eds.).
19. Finnis K.W., Starreveld Y.P., Parrent A.G., Sadikot A.F., Peters T.M. Three-dimensional database of subcortical electrophysiology for image-guided stereotactic functional neurosurgery. IEEE Trans Med Imaging 2003, 22(1):93-104.
20. Greenhouse I., Gould S., Houser M., Hicks G., Gross J., Aron A.R. Stimulation at dorsal and ventral electrode contacts targeted at the subthalamic nucleus has different effects on motor and emotion functions in Parkinson's disease. Neuropsychologia 2011, 49:528-534.
21. Guehl D., Edwards R., Cuny E., Burbaud P., Rougier A., Modolo J., et al. Statistical determination of the optimal subthalamic nucleus stimulation site in patients with Parkinson disease. J Neurosurg 2007, 106:101-110.
22. Guo T., Finnis K.W., Parrent A.G., Peters T.M. Visualization and navigation system development and application for stereotactic deep-brain neurosurgeries. Comput Aided Surg 2006, 11:231-239.
23. Haegelen C, Coupe P, Fonov V, Guizard N, Jannin P, Morandi X, Collins DL. Automated segmentation of basal ganglia and deep brain structures in MRI of Parkinson's Disease. Int J Comput Assist Radiol Surg. , in press. http://www.ncbi.nlm.nih.gov/pubmed/22426551.
24. Hamani C., Saint-Cyr J.A., Fraser J., Kaplitt M., Lozano A.M. The subthalamic nucleus in the context of movement disorders. Brain 2003, 127(1):4-20.
25. Hoehn M., Yahr M. Parkinsonism: onset, progression and mortality. Neurology 1967, 17(5):427-442.
26. Houeto J.L., Mesnage V., Mallet L., Pillon B., Gargiulo M., du Moncel S.T., et al. Behavioural disorders, Parkinson's disease and subthalamic stimulation. J Neurol Neurosurg Psychiatry 2002, 72:701-707.
27. Karachi C., Yelnik J., Tandé D., Tremblay L., Hirsch E., François C. The pallidosubthalamic projection: an anatomical substrate for nonmotor functions of the subthalamic nucleus in primates. Mov Disord 2005, 20(2):172-180.
28. Khan M.F., Mewes K., Gross R.E., Skrinjar O. Assessment of brain shift related to deep brain stimulation surgery. Stereotact Funct Neurosurg 2008, 86(1):44-53.
29. Kim Y.H., Kim H.J., Kim C., Kim D.G., Jeon B.S., Paek S.H. Comparison of electrode location between immediate postoperative day and 6 months after bilateral subthalamic nucleus deep brain stimulation. Acta Neurochir (Wien) 2010, 152(12):2037-2045.
30. Klein A., Andersson J., Ardekani B.A., Ashburner J., Avants B., Chiang M.C., et al. Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration. Neuroimage 2009, 46(3):786-802.
31. Krack P., Pollak P., Limousin P., Hoffmann D., Xie J., Benazzouz A., et al. Subthalamic nucleus or internal pallidal stimulation in young onset Parkinson's disease. Brain 1998, 121:451-457.
32. Krack P., Batir A., Van Blercom N., Chabardes S., Fraix V., Ardouin C., et al. Five-year follow-up of bilateral stimulation of the subthalamic nucleus in advanced Parkinson's disease. N Engl J Med 2003, 349:1925-1934.
33. Kühn A.A., Hariz M.I., Silberstein P., Tisch S., Kupsch A., Schneider G.H., et al. Activation of the subthalamic region during emotional processing in Parkinson disease. Neurology 2005, 65:707-713.
34. Lalys F., Haegelen C., Abadie A., Jannin P. Post-operative assessment in Deep Brain Stimulation based on multimodal images: registration workflow and validation. Medical imaging 2009: visualization, image-guided procedures, and modelling 2009.
35. Lalys F., Haegelen C., Ferre J.C., El-Ganaoui O., Jannin P. Construction and assessment of a 3T MRI brain template. Neuroimage 2011, 49(1):345-354.
36. Lambert C., Zrinzo L., Nagy Z., Lutt A., Hariz M., Foltynie T., et al. Confirmation of functional zones within the human subthalamic nucleus: patterns of connectivity and sub-parcellation using diffusion weighted imaging. Neuroimage 2012, 60(1):83-94.
37. Lang A.E., Lozano A.M. Parkinson's disease. N Engl J Med 1998, 339(15):1044-1053.
38. Langston J.W., Widner H., Goetz C.G., Brooks D., Fahn S., Freeman T., et al. Core assessment program for intracerebral transplantation (CAPIT). Mov Disord 1992, 7(1):2-13.
39. Lanotte M.M., Rizzone M., Bergamasco B., Faccani G., Melcarne A., Lopiano L. Deep Brain Stimulation of the subthalamic nucleus: anatomical, neurophysiological, and outcome correlations with the effects of stimulation. J Neurol Neurosurg Psychiatry 2002, 72:53-58.
40. Lee J.Y., Kim J.W., Lee J.Y., Lim Y.H., Kim C., Kim D.G., et al. Is MRI a reliable tool to locate the electrode after deep brain stimulation surgery?. Comparison study of CT and MRI for the localization of electrodes after DBS. Acta Neurochir (Wien) 2010, 152(12):2029-2036.
41. Lenglet C., Abosch A., Yacoub E., De Martino F., Sapiro S., Hare N. Comprehensive in vivo mapping of the human basal ganglia and thalamic connectome in individuals using 7T MRI. PLoS ONE 2012, 7(1).
42. Lhommée E., Klinger H., Thobois S., Schmitt E., Ardouin C., Bichon A., et al. Subthalamic stimulation in Parkinson's disease: restoring the balance of motivated behaviours. Brain 2012, 135:1463-1477.
43. Maks C.B., Butson C.R., Walter B.L., Vitek J.L., McIntyre C.C. Deep brain stimulation activation volumes and their association with neurophysiological mapping and therapeutic outcomes. J Neurol Neurosurg Psychiatry 2009, 80(6):659-666.
44. Mallet L., Schüpbach M., N'Diaye K., Rémy P., Bardinet E., Czernecki V., et al. Stimulation of subterritories of the subthalamic nucleus reveals its role in the integration of the emotional and motor aspects of behavior. Proc Natl Acad Sci USA 2007, 104:10661-10666.
45. Mangin J.F. Entropy minimization for automatic correction of intensity non uniformity 2000, IEEE Press, Hilton Head Island, p. 162-169.
46. Mattis S. Dementia Rating scale. Professional manual 1988, Psychological Assessment resources, Odessa, FL.
47. Medtronic. MRI guidelines for medtronic deep brain stimulation systems, 2006.
48. Mehri M., Lalys F., Maumet C., Haegelen C., Jannin P. Analysis of electrodes placement and deformations in deep brain stimulation. SPIE Med Imaging 2012, 8316-8332.
49. Nowinski W.L., Belov D., Benabid A.L. An algorithm for rapid calculation of a probabilistic functional atlas of subcortical structures from electrophysiological data collected during functional neurosurgery procedures. Neuroimage 2003, 18:143-155.
50. Nowinski W.L., Belov D., Pollak P., Banabid A.L. Statistical analysis of 168 bilateral subthalamic nucleus implantations by means of the probabilistic functional atlas. Neurosurgery 2005, 57(4):319-330.
51. Nowinski W.L., Thirunavuukarasuu A., Liu J., Benabid A.L. Correlation between the anatomical and functional human subthalamic nucleus. Stereotact Funct Neurosurg 2007, 85:88-93.
52. Pallavaram S., Dawant B.M., Remple M., Neimat J.S., Kao C., Konrad P.E., et al. Effect of brain shift on the creation of functional atlases for deep brain stimulation surgery. Int J Comput Assist Radiol Surg 2009, 5(3):221-228.
53. Pallavaram S., D'Haese P.F., Kao C., Yu H., Remple M., Neimat J.S., et al. A new method for creating electrophysiological maps for DBS surgery and their application to surgical guidance. Med Image Comput Comput Assist Interv 2008, 670-677.
54. Parsons T.D., Rogers S.A., Braayen A.J., Woods S.P., Troster A.I. Cognitive sequelae of subthalamic nucleus deep brain stimulation in Parkinson's disease: a meta-analysis. Lancet Neurol 2006, 5:578-588.
55. Pollo C., Vingerhoets F., Pralong E., Ghika J., Maeder P., Meuli R., et al. Localisation of electrodes in the subthalamic nucleus on magnetic resonance imaging. J Neurosurg 2007, 106:36-44.
56. Psychological assessment resources. Computerized Wisconsin Card Sort Task Version 4 (WCST), 2003.
57. Rodriguez-Oroz M.C., Rodriguez M., Guridi J., Mewes K., Chockkman V., Vitek J., et al. The subthalamic nucleus in parkinson's disease: somatotopic organization and physiological. Brain 2001, 124(9):1777-1790.
58. Reitan R.M. Validity of the Trail Making test as an indicator of organic brain damage. Percept Mot Skills 1958, 8:271-276.
59. Saint-Cyr J.A., Trépanier L.L., Kumar R., Lozano A.M., Lang A.E. Neuropsychological consequences of chronic stimulation of the subthalamic nucleus in Parkinson's disease. Brain 2000, 123:2091-2108.
60. Saint-Cyr J.A., Hoque T., Pereira L.C., Dostrovsky J.O., Hutchison W.D., Mikulis D.J., et al. Localization of clinically effective stimulating electrodes in the human subthalamic nucleus on magnetic resonance imaging. J Neurosurg 2002, 97(5):1152-1166.
61. Schaltenbrand G., Wahren W. Atlas for stereotaxy of the human brain 1977, Thieme, Stuttgart, Germany.
62. Schwab R.S., England A.C. Projection techniques for evaluating surgery in Parkinson's disease. Third symp on Parkinson's disease 1968, p. 152-157.
63. Stancanello J., Muacevic A., Sebastiano F., Modugno N., Cerveri P., Ferrigno G., et al. 3T MRI evaluation of the accuracy of atlas-based subthalamic nucleus identification. Med Phys 2008, 35(7):3069-3077.
64. Stroop J.R. Studies of interference in serial verbal reactions. J Exp Psychol 1935, 18:643-662.
65. Talairach J., Tournoux P. Co-planar stereotaxic atlas of the human brain 1988, Thieme, Stuttgart, Germany.
66. Temel Y., Kessels A., Tan S., Topdag A., Boon P., Visser-Vandewalle V. Behavioural changes after bilateral subthalamic stimulation in advanced Parkinson disease: a systematic review. Parkinsonism Relat Disord 2006, 12:265-272.
67. Theodosopoulos P.V., Marks W.J., Christine C., Starr P.A. Locations of movement-related cells in the human subthalamic nucleus in Parkinson's disease. Mov Disord 2003, 18(7):791-798.
68. Troyer A.K., Moscovitch M., Winocur G., Leach L., Freedman M. Clustering and switching on verbal fluency tests in Alzheimer's and Parkinson's disease. J Int Neuropsychol Soc 1998, 4(2):137-143.
69. Volkmann J., Albanese A., Kulisevsky J., Tornqvist A.L., Houeto J.L., Pidoux B., et al. Long-term effects of pallidal or subthalamic deep brain stimulation on quality of life in Parkinson's disease. Mov Disord 2009, 24:1154-1161.
70. Witt K., Daniels C., Reiff J., Krack P., Volkmann J., Pinsker M.O., et al. Neuropsychological and psychiatric changes after deep brain stimulation for Parkinson's disease: a randomized, multicentre study. Lancet Neurol 2008, 7(7):605-614.
71. Yelnik J., Bardinet E., Dormont D., Malandain G., Ourselin S., Tandé D., et al. A three-dimensional, histological and deformable atlas of the human basal ganglia. I. Atlas construction based on immunohistochemical and MRI data. Neuroimage 2007, 37:618-638.
72. York M.K., Wilde E.A., Simpson R., Jankovic J. Relationship between neuropsychological outcome and DBS surgical trajectory and electrode location. J Neurol Sci 2009, 287(1,2):159-171.