Abstract
Purpose
Although high-frequency deep brain stimulation of the subthalamic nucleus (STN DBS) improves motor symptoms in advanced Parkinson’s disease (PD), clinical studies have reported cognitive, motivational and emotional changes. These results suggest that the STN forms part of a broadly distributed neural network encompassing the associative and limbic circuits. We sought to pinpoint the cortical and subcortical brain areas modulated by STN DBS, in order to assess the STN’s functional role and explain neuropsychological modifications following STN DBS in PD.
Methods
We studied resting state glucose metabolism in 20 PD patients before and after STN DBS and 13 age-matched healthy controls using 18F-FDG PET. We used statistical analysis (SPM2) first to compare pre-stimulation metabolism in PD patients with metabolism in healthy controls, then to study metabolic modifications in PD patients following STN DBS.
Results
The first analysis revealed no pre-stimulation metabolic abnormalities in associative or limbic circuitry. After STN DBS, metabolic modifications were found in several regions known for their involvement in the limbic and associative circuits.
Conclusion
These metabolic results confirm the STN’s central role in associative and limbic basal ganglia circuits. They will provide information for working hypotheses for future studies investigating neuropsychological changes and metabolic modifications related to STN DBS, with a view to improving our knowledge of this structure’s functional role.
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Abbreviations
- DBS:
-
Deep brain stimulation
- STN:
-
Subthalamic nucleus
- PD:
-
Parkinson’s disease
- RFE:
-
Recognition of facial expressions
- OFC:
-
Orbitofrontal cortex
- ACC:
-
Anterior cingulate cortex
- LED:
-
Levodopa equivalent dose
- PET:
-
Positron emission tomography
- SPM:
-
Statistical parametric mapping
References
Parsons TD, Rogers SA, Braaten AJ, Woods SP, Tröster AI. Cognitive sequelae of subthalamic nucleus deep brain stimulation in Parkinson’s disease: a meta-analysis. Lancet Neurol 2006;5:578–88.
Drapier D, Drapier S, Sauleau P, Haegelen C, Raoul S, Biseul I, et al. Does subthalamic nucleus stimulation induce apathy in Parkinson’s disease? J Neurol 2006;253:1083–91.
Péron J, Grandjean D, Le Jeune F, Sauleau P, Haegelen C, Drapier D, et al. Recognition of emotional prosody is altered after subthalamic nucleus deep brain stimulation in Parkinson’s disease. Neuropsychologia 2010;48:1053–62. doi:10.1016/j.neuropsychologia.2009.12.003.
Péron J, Biseul I, Leray E, Vicente S, Le Jeune F, Drapier S, et al. Subthalamic nucleus stimulation affects fear and sadness recognition in Parkinson’s disease. Neuropsychology 2010;24:1–8.
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;12:265–72.
Alexander GE, DeLong MR, Strick PL. Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annu Rev Neurosci 1986;9:357–81.
Alexander GE, Crutcher MD. Functional architecture of basal ganglia circuits: neural substrates of parallel processing. Trends Neurosci 1990;13:266–71.
Alexander GE, Crutcher MD, DeLong MR. Basal ganglia-thalamocortical circuits: parallel substrates for motor, oculomotor, “prefrontal” and “limbic” functions. Prog Brain Res 1990;85:119–46.
Kalbe E, Voges J, Weber T, Haarer M, Baudrexel S, Klein JC, et al. Frontal FDG-PET activity correlates with cognitive outcome after STN-DBS in Parkinson disease. Neurology 2009;72:42–9.
Schroeder U, Kuehler A, Haslinger B, Erhard P, Fogel W, Tronnier VM, et al. Subthalamic nucleus stimulation affects striato-anterior cingulate cortex circuit in a response conflict task: a PET study. Brain 2002;125:1995–2004.
Schroeder U, Kuehler A, Lange KW, Haslinger B, Tronnier VM, Krause M, et al. Subthalamic nucleus stimulation affects a frontotemporal network: a PET study. Ann Neurol 2003;54:445–50.
Geday J, Ostergaard K, Gjedde A. Stimulation of subthalamic nucleus inhibits emotional activation of fusiform gyrus. Neuroimage 2006;33:706–14.
Le Jeune F, Péron J, Biseul I, Fournier S, Sauleau P, Drapier S, et al. Subthalamic nucleus stimulation affects orbitofrontal cortex in facial emotion recognition: a pet study. Brain 2008;131:1599–608.
Hughes AJ, Daniel SE, Kilford L, Lees AJ. Accuracy of clinical diagnosis of idiopathic Parkinson’s disease: a clinico-pathological study of 100 cases. J Neurol Neurosurg Psychiatry 1992;55:181–4.
Welter ML, Houeto JL, Tezenas du Montcel S, Mesnage V, Bonnet AM, Pillon B, et al. Clinical predictive factors of subthalamic stimulation in Parkinson’s disease. Brain 2002;125:575–83.
Lozano AM, Lang AE, Galvez-Jimenez N, Miyasaki J, Duff J, Hutchinson WD, et al. Effect of GPi pallidotomy on motor function in Parkinson’s disease. Lancet 1995;346:1383–7.
First M, Spitzer RL, Gibbon M, Williams JB. Structured Clinical Interview for the DSM-IV Axis I Disorders. Patient edition. Version 2.0. New York: State Psychiatric Institute; 1996.
Mattis S. Dementia rating scale professional manual. Odessa: Psychological Assessment Resources; 1988.
Montgomery SA, Asberg M. A new depression scale designed to be sensitive to change. Br J Psychiatry 1979;134:382–9.
Langston JW, Widner H, Goetz CG, Brooks D, Fahn S, Freeman T, et al. Core assessment program for intracerebral transplantations (CAPIT). Mov Disord 1992;7:2–13.
Fahn S, Elton R, UPDRS program members. Unified Parkinson’s Disease Rating Scale. In: Fahn S, Marsden CD, Calne DB, Goldstein M, editors. Recent developments in Parkinson’s disease, vol. 2. Florham Park: Macmillan Health Care Information; 1987. p. 153–63.
Hoehn MM, Yahr MD. Parkinsonism: onset, progression and mortality. Neurology 1967;17:427–42.
Schwab R, England A. Projection technique for evaluating surgery in Parkinson’s disease. Third symposium on Parkinson’s disease. Edinburgh: Gillingham FJ, Donaldson IML, 1969: 152–158.
Benabid AL, Krack PP, 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:S40–4.
Friston KJ, Holmes AP, Worsly KJ, Poline JP, Frith CD, Frackowiak RS. Statistical parametric maps in functional imaging: a general linear approach. Hum Brain Mapp 1995;2:189–210.
Talairach J, Tournoux P. Co-planar stereotaxic atlas of the human brain: 3-dimensional proportional system: an approach to cerebral imaging. New York: Thieme Medical Publishers; 1988.
Wang J, Ma Y, Huang Z, Sun B, Guan Y, Zuo C. Modulation of metabolic brain function by bilateral subthalamic nucleus stimulation in the treatment of Parkinson’s disease. J Neurol 2009;257:72–8.
Hilker R, Voges J, Weisenbach S, Kalbe E, Burghaus L, Ghaemi M, et al. Subthalamic nucleus stimulation restores glucose metabolism in associative and limbic cortices and in cerebellum: evidence from a FDG-PET study in advanced Parkinson’s disease. J Cereb Blood Flow Metab 2004;24:7–16.
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;349:1925–34.
Limousin P, Pollak P, Benazzouz A, Hoffmann D, Le Bas JF, Broussolle E, et al. Effect of parkinsonian signs and symptoms of bilateral subthalamic nucleus stimulation. Lancet 1995;345:91–5.
Cilia R, Marotta G, Landi A, Isaias IU, Mariani CB, Vergani F, et al. Clinical and cerebral activity changes induced by subthalamic nucleus stimulation in advanced Parkinson’s disease: a prospective case-control study. Clin Neurol Neurosurg 2008;111:140–6.
Berding G, Odin P, Brooks DJ, Nikkhah G, Matthies C, Peschel T, et al. Resting regional cerebral glucose metabolism in advanced Parkinson’s disease studied in the off and on conditions with [(18)F]FDG-PET. Mov Disord 2001;16:1014–22.
Asanuma K, Tang C, Ma Y, Dhawan V, Mattis P, Edwards C, et al. Network modulation in the treatment of Parkinson’s disease. Brain 2006;129:2667–78.
Joel D, Weiner I. The connections of the primate subthalamic nucleus: indirect pathways and the open-interconnected scheme of basal ganglia-thalamocortical circuitry. Brain Res Brain Res Rev 1997;23:62–78.
Parent A, Hazrati LN. Functional anatomy of the basal ganglia. I. The cortico-basal ganglia-thalamo-cortical loop. Brain Res Brain Res Rev 1995;20:91–127.
Parent A, Hazrati LN. Functional anatomy of the basal ganglia. II. The place of subthalamic nucleus and external pallidum in basal ganglia circuitry. Brain Res Brain Res Rev 1995;20:128–54.
Maurice N, Deniau JM, Glowinski J, Thierry AM. Relationships between the prefrontal cortex and the basal ganglia in the rat: physiology of the corticosubthalamic circuits. J Neurosci 1998;18:9539–46.
Maurice N, Deniau JM, Menetrey A, Glowinski J, Thierry AM. Prefrontal cortex-basal ganglia circuits in the rat: involvement of ventral pallidum and subthalamic nucleus. Synapse 1998;29:363–70.
Maurice N, Deniau JM, Glowinski J, Thierry AM. Relationships between the prefrontal cortex and the basal ganglia in the rat: physiology of the cortico-nigral circuits. J Neurosci 1999;19:4674–81.
Montaron MF, Deniau JM, Menetrey A, Glowinski J, Thierry AM. Prefrontal cortex inputs of the nucleus accumbens-nigro-thalamic circuit. Neuroscience 1996;71:371–82.
Le Jeune F, Drapier D, Bourguignon A, Péron J, Mesbah H, Drapier S, et al. Subthalamic nucleus stimulation in Parkinson disease induces apathy: a PET study. Neurology 2009;73:1746–51.
Adolphs R, Damasio H, Tranel D, Damasio AR. Cortical systems for the recognition of emotion in facial expressions. J Neurosci 1996;16:7678–87.
Adolphs R. Recognizing emotion from facial expressions: psychological and neurological mechanisms. Behav Cogn Neurosci Rev 2002;1:21–62.
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;43:1054–9.
Dujardin K, Defebvre L, Krystkowiak P, Blond S, Destée A. Influence of chronic bilateral stimulation of the subthalamic nucleus on cognitive function in Parkinson’s disease. J Neurol 2001;248:603–11.
Dujardin K, Blairy S, Defebvre L, Duhem S, Noël Y, Hess U, et al. Deficits in decoding emotional facial expressions in Parkinson’s disease. Neuropsychologia 2004;42:239–50.
Funkiewiez A, Ardouin C, Caputo E, Krack P, Fraix V, Klinger H, et al. Long term effects of bilateral subthalamic nucleus stimulation on cognitive function, mood, and behaviour in Parkinson’s disease. J Neurol Neurosurg Psychiatry 2004;75:834–9.
Schroeder U, Kuehler A, Hennenlotter A, Haslinger B, Tronnier VM, Krause M, et al. Facial expression recognition and subthalamic nucleus stimulation. J Neurol Neurosurg Psychiatry 2004;75:648–50.
Vicente S, Biseul I, Péron J, Philippot P, Drapier S, Drapier D, et al. Subthalamic nucleus stimulation affects subjective emotional experience in Parkinson’s disease patients. Neuropsychologia 2009;47:1928–37.
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Le Jeune, F., Péron, J., Grandjean, D. et al. Subthalamic nucleus stimulation affects limbic and associative circuits: a PET study. Eur J Nucl Med Mol Imaging 37, 1512–1520 (2010). https://doi.org/10.1007/s00259-010-1436-y
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DOI: https://doi.org/10.1007/s00259-010-1436-y