The subcortical cocktail problem; Mixed signals from the subthalamic nucleus and substantia nigra

PLoS ONE

Volumn 10, Issue 3, 2015, Pages

  De Hollander, Gilles ^a   Keuken, Max C ^a,b   Forstmann, Birte U ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

^b MAX PLANCK INSTITUTE FOR HUMAN COGNITIVE AND BRAIN SCIENCES   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; BOLD SIGNAL; CONTROLLED STUDY; COORDINATION; DECISION MAKING; EXECUTIVE FUNCTION; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HEMISPHERE; HUMAN; IMAGE PROCESSING; MENTAL TASK; PROBABILITY; RESTING STATE NETWORK; SIMULATION; SUBSTANTIA NIGRA; SUBTHALAMIC NUCLEUS; TASK PERFORMANCE; VISUAL DISCRIMINATION; WORKING MEMORY; ADULT; BLOOD; BRAIN MAPPING; COMPUTER SIMULATION; FEMALE; MALE; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY;

OXYGEN;

ADULT; BRAIN MAPPING; COMPUTER SIMULATION; FEMALE; HUMANS; MAGNETIC RESONANCE IMAGING; MALE; OXYGEN; SUBSTANTIA NIGRA; SUBTHALAMIC NUCLEUS;

EID: 84925635447     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0120572     Document Type: Article

References (91)

1. Marani E, Heida T, Lakke E, Usunoff K. The Subthalamic Nucleus. Berlin: Springer, 2008.
2. Aron A. The neural basis of inhibition in cognitive control. The Neuroscientist 2007; 13: 214. PMID: 17519365
3. Duann JR, Ide JS, Luo X, Li CSR. Functional Connectivity Delineates Distinct Roles of the Inferior Frontal Cortex and Presupplementary Motor Area in Stop Signal Inhibition. Journal of Neuroscience 2009; 29: 10171-10179. doi: 10.1523/JNEUROSCI.1300-09.2009 PMID: 19675251
4. Boehler CN, Bunzeck N, Krebs RM, Noesselt T, Schoenfeld MA, Heinze H-J, et al. Substantia Nigra Activity Level Predicts Trial-to-Trial Adjustments in Cognitive Control. Journal of cognitive neuroscience 2011; 23: 362-373. doi: 10.1162/0898929041502779 PMID: 20465358
5. Beauregard M, Lévesque J. Functional Magnetic Resonance Imaging Investigation of the Effects of Neurofeedback Training on the Neural Bases of Selective Attention and Response Inhibition in Children with Attention-Deficit/Hyperactivity Disorder. Appl Psychophysiol Biofeedback 2006; 31: 3-20. doi: 10.1007/s10484-006-9001-y PMID: 16552626
6. Vaillancourt DE, Mayka MA, Thulborn KR, Corcos DM. Subthalamic nucleus and internal globus pallidus scale with the rate of change of force production in humans. NeuroImage 2004; 23: 175-186. doi: 10.1016/j.neuroimage.2004.04.040 PMID: 15325364
7. Spraker MB, Yu H, Corcos DM, Vaillancourt DE. Role of individual basal ganglia nuclei in force amplitude generation. Journal of Neurophysiology 2007; 98: 821. PMID: 17567775
8. Yoon JH, Minzenberg MJ, Raouf S, Esposito MDX, Carter CS. Impaired Prefrontal-Basal Ganglia FunctionalConnectivity and Substantia Nigra Hyperactivityin Schizophrenia. Biol Psychiatry 2013; 74: 122-129. doi: 10.1016/j.biopsych.2012.11.018 PMID: 23290498
9. Yu Y, FitzGerald THB, Friston KJ. Working Memory and Anticipatory Set Modulate Midbrain and Putamen Activity. Journal of Neuroscience 2013; 33: 14040-14047. doi: 10.1523/JNEUROSCI.1176-13. 2013 PMID: 23986240
10. Mansfield EL, Karayanidis F, Jamadar S, Heathcote A, Forstmann BU. Adjustments of Response Threshold during Task Switching: A Model-Based Functional Magnetic Resonance Imaging Study. Journal of Neuroscience 2011; 31: 14688-14692. doi: 10.1523/JNEUROSCI.2390-11.2011 PMID: 21994385
11. Bogacz R, Gurney K. The basal ganglia and cortex implement optimal decision making between alternative actions. Neural Computation 2007; 19: 442-477. PMID: 17206871
12. Frank MJ, Samanta J, Moustafa AA, Sherman SJ. Hold your horses: impulsivity, deep brain stimulation, and medication in parkinsonism. Science 2007; 318: 1309-1312. PMID: 17962524
13. Frank MJ. Dynamic dopamine modulation in the basal ganglia: a neurocomputational account of cognitive deficits in medicated and nonmedicated Parkinsonism. Journal of cognitive neuroscience 2005; 17: 51-72. PMID: 15701239
14. Aron AR. Cortical and Subcortical Contributions to Stop Signal Response Inhibition: Role of the Subthalamic Nucleus. Journal of Neuroscience 2006; 26: 2424-2433. doi: 10.1523/JNEUROSCI.4682-05. 2006 PMID: 16510720
15. Coxon JP, Goble DJ, Van Impe A, De Vos J, Wenderoth N, Swinnen SP. Reduced Basal Ganglia Function When Elderly Switch between Coordinated Movement Patterns. Cerebral Cortex 2010; 20: 2368-2379. doi: 10.1093/cercor/bhp306 PMID: 20080932
16. Bonin von G, Shariff GA. Extrapyramidal nuclei among mammals; a quantitative study. J Comp Neurol 1951; 94: 427-438. doi: 10.1002/cne.900940306 PMID: 14850586
17. Fussenich M. Vergleichend anatomische studien uber den nucleus subthalamicus (corpus Luys) bei primaten.1967: 1-55.
18. Hardman CD, Halliday GM, McRitchie DA, Morris JG. The subthalamic nucleus in Parkinson's disease and progressive supranuclear palsy. J Neuropathol Exp Neurol 1997; 56: 132-142. PMID: 9034366
19. Weiss M, Alkemade A, Keuken MC, Müller-Axt C, Geyer S, Turner, R, et al. Spatial normalization of ultrahigh resolution 7 T magnetic resonance imaging data of the postmortem human subthalamic nucleus: a multistage approach. Brain Struct Funct. 2014.
20. Lange H, Thörner G, Hopf A, Schröder KF. Morphometric studies of the neuropathological changes in choreatic diseases. J Neurol Sci 1976; 28: 401-425. PMID: 133209
21. Yelnik J. Functional anatomy of the basal ganglia. Movement Disorders 2002; 17: S15-S21. PMID: 11948751
22. Hardman C, Henderson J, Finkelstein D, Horne M, Paxinos G, Halliday GM. Comparison of the basal ganglia in rats, marmosets, macaques, baboons, and humans: volume and neuronal number for the output, internal relay, and striatal modulating nuclei. J Comp Neurol 2002; 445: 238-255. PMID: 11920704
23. Lévesque J, Parent A. GABAergic interneurons in human subthalamic nucleus. Movement Disorders 2005; 20: 574-584. PMID: 15645534
24. Wei-gao S, Hai-yangW, Zhi-guo L, Hong S, Xiao-guang C, Yi-li FU, et al. Stereotactic localization and visualization of the subthalamic nucleus. Chinese Medical Journal 2009; 122: 2438-2443. PMID: 20079156
25. Colpan ME, Slavin KV. Subthalamic and red nucleus volumes in patients with Parkinsons disease: Do they change with disease progression? Parkinsonism and realted Disorders 2010; 16: 398-403. doi: 10.1016/j.parkreldis.2010.03.008 PMID: 20452266
26. Lenglet C, Abosch A, Yacoub E, De Martino F, Sapiro G, Harel N. Comprehensive in vivo Mapping of the Human Basal Ganglia and Thalamic Connectome in Individuals Using 7T MRI. PloS one 2012; 7: e29153. doi: 10.1371/journal.pone.0029153.t001 PMID: 22235267
27. Forstmann BU, Keuken MC, Jahfari S, Bazin PL, Neumann N, Schafer A, et al. Cortico-subthalamic white matter tract strength predict interindividual efficacy in stopping a motor response. NeuroImage 2012; 60: 370-375. doi: 10.1016/j.neuroimage.2011.12.044 PMID: 22227131
28. Keuken MC, Bazin PL, Crown L, Hootsmans J, Laufer A, Muller-Axt C, et al. Quantifying inter-individual anatomical variability in the subcortex using 7T structural MRI. NeuroImage 2014; 94: 1-7. doi: 10.1016/j.neuroimage.2014.03.032 PMID: 24642284
29. Keuken MC, Bazin PL, Schafer A, Neumann J, Turner R, Forstmann BU. Ultra-High 7T MRI of Structural Age-Related Changes of the Subthalamic Nucleus. Journal of Neuroscience 2013; 33: 4896-4900. doi: 10.1523/JNEUROSCI.3241-12.2013 PMID: 23486960
30. Turner R. Where matters: new approaches to brain analysis. In: Geyer S, Turner R, editors. Microstructural parcellation of the human cerebral cortex. Heidelberg: Springer 2013.
31. Stelzer J, Lohmann G, Mueller K, Buschmann T, Turner R. Deficient Approaches to Human Neuroimaging. Name: Frontiers in Human Neuroscience 2014; 8: 462. doi: 10.3389/fnhum.2014.00462/abstract PMID: 25071503
32. Lancaster JL, Tordesillas-Gutiérrez D, Martinez M, Salinas F, Evans A, Zilles K, et al. Bias between MNI and Talairach coordinates analyzed using the ICBM-152 brain template. Hum Brain Mapp 2007; 28: 1194-1205. doi: 10.1002/hbm.20345 PMID: 17266101
33. Haase A, Frahm J, Matthaei D, Hanicke W, Merboldt KD. FLASH imaging. Rapid NMR imaging using low flip-angle pulses. Journal of Magnetic Resonance 1986; 67: 258-266.
34. Forstmann BU, Keuken MC, Schäfer A, Bazin PL, Alkemade A, Turner, R. Multi-modal ultra-high resolution structural 7-Tesla MRI data repository. Scientific Data 2014.
35. Poldrack R, Fletcher P, Henson R, Worsley K, Brett M, Nichols TE. Guidelines for reporting an fMRI study. NeuroImage 2008; 40: 409-414. doi: 10.1016/j.neuroimage.2007.11.048 PMID: 18191585
36. Baudrexel S, Witte T, Seifried C, Wegner von F, Beissner F, Klein JC, et al. Resting state fMRI reveals increased subthalamic nucleus-motor cortex connectivity in Parkinson's disease. NeuroImage 2011; 55: 1728-1738. doi: 10.1016/j.neuroimage.2011.01.017 PMID: 21255661
37. Bunzeck N, Schutze H, Stallforth S, Kaufmann J, Duzel S, Heinze HJ, et al. Mesolimbic Novelty Processing in Older Adults. Cerebral Cortex 2007; 17: 2940-2948. doi: 10.1093/cercor/bhm020 PMID: 17383999
38. Wen X, Yao L, Fan T, Wu X, Liu J. The spatial pattern of basal ganglia network: A resting state fMRI study. IEEE. 2012;43-46.
39. Dunnen Den WF, Staal MJ. Anatomical alterations of the subthalamic nucleus in relation to age: A postmortem study. Movement Disorders 2005; 20: 893-898. doi: 10.1002/mds.20417 PMID: 15809991
40. Kitajima M, Korogi Y, Kakeda S, Moriya J, Ohnari N, Sato T, et al. Human subthalamic nucleus: evaluation with high-resolution MR imaging at 3.0 T. Neuroradiology 2008; 50: 675-681. doi: 10.1007/ s00234-008-0388-4 PMID: 18443775
41. Sacchet MD, Knutson B. Spatial smoothing systematically biases the localization of reward-related brain activity. NeuroImage 2013; 66: 270-277. doi: 10.1016/j.neuroimage.2012.10.056 PMID: 23110886
42. Bishop CM. Pattern Recognition and Machine Learning (Information Science and Statistics). New York: Springer Verlag 2006.
43. van Maanen L, Brown SD, Eichele T, Wagenmakers E-J, Ho T, Serences J, et al. Neural Correlates of Trial-to-Trial Fluctuations in Response Caution. Journal of Neuroscience 2011; 31: 17488-17495. doi: 10.1523/JNEUROSCI.2924-11.2011 PMID: 22131410
44. Erika-Florence M, Leech R, Hampshire A. A functional network perspective on response inhibition and attentional control. Nature Communications 2014; 5: 1-12. doi: 10.1038/ncomms5073.
45. Tabelow K, Piëch V, Polzehl J, Voss HU. High-resolution fMRI: Overcoming the signal-to-noise problem. J Neurosci Methods 2009; 178: 357-365. doi: 10.1016/j.jneumeth.2008.12.011 PMID: 19135087
46. Poldrack RA. Region of interest analysis for fMRI. Social Cognitive and Affective Neuroscience 2006; 2: 67-70. doi: 10.1093/scan/nsm006.
47. O'Toole AJ, Jiang F, Abdi H, Pénard N, Dunlop JP, Parent MA. Theoretical, statistical, and practical perspectives on pattern-based classification approaches to the analysis of functional neuroimaging data. Journal of cognitive neuroscience 2007; 19: 1735-1752. PMID: 17958478
48. Forstmann BU, Anwander A, Schafer A, Neumann J, Brown S, Wagenmakers E-J, et al. Cortico-striatal connections predict control over speed and accuracy in perceptual decision making. Proceedings of the National Academy of Sciences 2010; 107: 15916-15920. doi: 10.1073/pnas.1004932107 PMID: 20733082
49. Lefranc M, Derrey S, Merle P, Tir M, Constans J-M, Montpellier D, et al. High-Resolution 3-Dimensional T2∗-Weighted Angiography (HR 3-D SWAN). Neurosurgery 2014; 74: 615-627. doi: 10.1227/NEU. 0000000000000319 PMID: 24535261
50. Hollander G, Keuken MC, Bazin PL, Weiss, M, Neumann, J, Reimann, K, et al. A gradual increase of iron toward the medial-inferior tip of the subthalamic nucleus. Hum Brain Mapp 2014. doi: 10.1002/ hbm.22485.
51. Cavanagh JF, Wiecki TV, Cohen MX, Figueroa CM, Samanta J, Sherman SJ, et al. Subthalamic nucleus stimulation reverses mediofrontal influence over decision threshold. Nature neuroscience 2011; 14: 1462-1467. doi: 10.1038/nn.2925 PMID: 21946325
52. Jahanshahi M. Effects of deep brain stimulation of the subthalamic nucleus on inhibitory and executive control over prepotent responses in Parkinson's disease. Frontiers in systems neuroscience 2013; 7. doi: 10.3389/fnsys.2013.00118/abstract.
53. Aron AR. Human Midbrain Sensitivity to Cognitive Feedback and Uncertainty During Classification Learning. Journal of Neurophysiology 2004; 92: 1144-1152. doi: 10.1152/jn.01209.2003 PMID: 15014103
54. Aron AR, Behrens TE, Smith S, Frank MJ, Poldrack RA.Triangulating a Cognitive Control Network Using Diffusion-Weighted Magnetic Resonance Imaging (MRI) and Functional MRI. Journal of Neuroscience 2007; 27: 3743-3752. doi: 10.1523/JNEUROSCI.0519-07.2007 PMID: 17409238
55. Boecker H, Jankowski J, Ditter P, Scheef L. A role of the basal ganglia and midbrain nuclei for initiation of motor sequences. NeuroImage 2008; 39: 1356-1369. doi: 10.1016/j.neuroimage.2007.09.069 PMID: 18024158
56. Boehler CN, Hopf JM, Krebs RM, Stoppel CM, Schoenfeld MA, Heinze HJ, et al. Task-Load-Dependent Activation of Dopaminergic Midbrain Areas in the Absence of Reward. Journal of Neuroscience 2011; 31: 4955-4961. doi: 10.1523/JNEUROSCI.4845-10.2011 PMID: 21451034
57. Brunenberg EJL, Moeskops P, Backes WH, Pollo C, Cammoun L, Vilanova A, et al. Structural and Resting State Functional Connectivity of the Subthalamic Nucleus: Identification of Motor STN Parts and the Hyperdirect Pathway. PloS one 2012; 7: e39061. doi: 10.1371/journal.pone.0039061.t003 PMID: 22768059
58. Brydon L, Harrison NA, Walker C, Steptoe A, Critchley HD. Peripheral Inflammation is Associated with Altered Substantia Nigra Activity and Psychomotor Slowing in Humans. Biol Psychiatry 2008; 63: 1022-1029. doi: 10.1016/j.biopsych.2007.12.007 PMID: 18242584
59. Bunzeck N, Düzel E.Absolute Coding of Stimulus Novelty in the Human Substantia Nigra/VTA. Neuron 2006; 51: 369-379. doi: 10.1016/j.neuron.2006.06.021 PMID: 16880131
60. Chase HW, Clark L. Gambling Severity Predicts Midbrain Response to Near-Miss Outcomes. Journal of Neuroscience 2010; 30: 6180-6187. doi: 10.1523/JNEUROSCI.5758-09.2010 PMID: 20445043
61. Corlett PR, Aitken MR, Dickinson A, Shanks DR, Honey GD, Honey RAE, et al. Prediction error during retrospective revaluation of causal associations in humans: fMRI evidence in favor of an associative model of learning. Neuron 2004; 44: 877-888. PMID: 15572117
62. D'Ardenne K, Eshel N, Luka J, Lenartowicz A, Nystrom LE, Cohen JD. Role of prefrontal cortex and the midbrain dopamine system in working memory updating. Proc Natl Acad Sci USA 2012; 109: 19900-19909. doi: 10.1073/pnas.1116727109/-/DCSupplemental PMID: 23086162
63. D'Ardenne K, Lohrenz T, Bartley KA, Montague PR. Computational heterogeneity in the human mesencephalic dopamine system. Cogn Affect Behav Neurosci 2013; 13: 747-756. doi: 10.3758/s13415-013- 0191-5 PMID: 23943512
64. Fleming SM, Whiteley L, Hulme OJ, Sahani M, Dolan RJ. Effects of Category-Specific Costs on Neural Systems for Perceptual Decision-Making. Journal of Neurophysiology 2010; 103: 3238-3247. doi: 10. 1152/jn.01084.2009 PMID: 20357071
65. Fleming SM, Thomas CL, Dolan RJ. Overcoming status quo bias in the human brain. Proceedings of the National Academy of Sciences 2010; 107: 6005-6009. doi: 10.1073/pnas.0910380107 PMID: 20231462
66. Guitart-Masip M, Fuentemilla L, Bach DR, Huys QJM, Dayan P, Dolan RJ, et al. Action Dominates Valence in Anticipatory Representations in the Human Striatum and Dopaminergic Midbrain. Journal of Neuroscience 2011; 31: 7867-7875. doi: 10.1523/JNEUROSCI.6376-10.2011 PMID: 21613500
67. Guitart-Masip M, Chowdhury R, Sharot T, Dayan P, Düzel E, Dolan RJ. Action controls dopaminergic enhancement of reward representations. Proc Natl Acad Sci USA 2012; 109: 7511-7516. doi: 10.1073/ pnas.1202229109/-/DCSupplemental/pnas.201202229SI.pdf PMID: 22529363
68. Herz DM, Christensen MS, Bruggemann N, Hulme OJ, Ridderinkhof KR, Madsen KH, et al. Motivational Tuning of Fronto-Subthalamic Connectivity Facilitates Control of Action Impulses. Journal of Neuroscience 2014; 34: 3210-3217. doi: 10.1523/JNEUROSCI.4081-13.2014 PMID: 24573279
69. Hu S, Tseng Y-C, Winkler AD, Li C-SR. Neural bases of individual variation in decision time. Hum Brain Mapp 2013. doi: 10.1002/hbm.22347.
70. Jahfari S, Waldorp L, van den Wildenberg WPM, Scholte HS, Ridderinkhof KR, Forstmann BU. Effective Connectivity Reveals Important Roles for Both the Hyperdirect (Fronto-Subthalamic) and the Indirect (Fronto-Striatal-Pallidal) Fronto-Basal Ganglia Pathways during Response Inhibition. Journal of Neuroscience 2011; 31: 6891-6899. doi: 10.1523/JNEUROSCI.5253-10.2011 PMID: 21543619
71. Kirsch P, Schienle A, Stark R, Sammer G, Blecker C, Walter B, et al. Anticipation of reward in a nonaversive differential conditioning paradigm and the brain reward system:. NeuroImage 2003; 20: 1086-1095. doi: 10.1016/S1053-8119(03)00381-1 PMID: 14568478
72. Krebs RM, Schott BH, Duzel E. Personality Traits Are Differentially Associated withPatterns of Reward and Novelty Processing in theHuman Substantia Nigra/Ventral Tegmental Area. Biol Psychiatry 2009; 65: 103-110. doi: 10.1016/j.biopsych.2008.08.019 PMID: 18835480
73. Krebs RM, Heipertz D, Schuetze H, Duzel E. Novelty increases the mesolimbic functional connectivity of the substantia nigra/ventral tegmental area (SN/VTA) during reward anticipation: Evidence from high-resolution fMRI. NeuroImage 2011; 58: 647-655. doi: 10.1016/j.neuroimage.2011.06.038 PMID: 21723396
74. Krebs RM, Boehler CN, Roberts KC, Song AW, Woldorff MG. The Involvement of the Dopaminergic Midbrain and Cortico-Striatal-Thalamic Circuits in the Integration of Reward Prospect and Attentional Task Demands. Cerebral Cortex 2012; 22: 607-615. doi: 10.1093/cercor/bhr134 PMID: 21680848
75. Lehéricy S. Motor control in basal ganglia circuits using fMRI and brain atlas approaches. Cerebral Cortex 2005; 16: 149-161. doi: 10.1093/cercor/bhi089 PMID: 15858164
76. Lévesque J, Beauregard M, Mensour B. Effect of neurofeedback training on the neural substrates of selective attention in children with attention-deficit/hyperactivity disorder: A functional magnetic resonance imaging study. Neurosci Lett 2006; 394: 216-221. doi: 10.1016/j.neulet.2005.10.100 PMID: 16343769
77. Leunissen I, Coxon JP, Geurts M, Caeyenberghs K, Michiels K, Sunaert S, et al. Disturbed cortico-subcortical interactions during motor task switching in traumatic brain injury. Hum Brain Mapp 2012; 34: 1254-1271. doi: 10.1002/hbm.21508 PMID: 22287257
78. Marchand WR, Lee JN, Suchy Y, Garn C, Chelune G, Johnson S, et al. Functional architecture of the cortico-basal ganglia circuitry during motor task execution: Correlations of strength of functional connectivity with neuropsychological task performance among female subjects. Hum Brain Mapp 2012; 34: 1194-1207. doi: 10.1002/hbm.21505 PMID: 22287185
79. Menz MM, Buchel C, Peters J. Sleep Deprivation Is Associated with Attenuated Parametric Valuation and Control Signals in the Midbrain during Value-Based Decision Making. Journal of Neuroscience 2012; 32: 6937-6946. doi: 10.1523/JNEUROSCI.3553-11.2012 PMID: 22593062
80. Monchi O, Petrides M, Strafella AP, Worsley KJ, Doyon J. Functional role of the basal ganglia in the planning and execution of actions. Ann Neurol 2006; 59: 257-264. doi: 10.1002/ana.20742 PMID: 16437582
81. Murray GK, Corlett PR, Clark L, Pessiglione M, Blackwell AD, Honey G, et al. Substantia nigra/ventral tegmental reward prediction error disruption in psychosis. Mol Psychiatry 2007; 13: 267-276. doi: 10.1038/sj.mp.4002058.
82. Preuschoff K, Bossaerts P, Quartz SR. Neural Differentiation of Expected Reward and Risk in Human Subcortical Structures. Neuron 2006; 51: 381-390. doi: 10.1016/j.neuron.2006.06.024 PMID: 16880132
83. Prodoehl J, Yu H, Wasson P, Corcos DM, Vaillancourt DE. Effects of Visual and Auditory Feedback on Sensorimotor Circuits in the Basal Ganglia. Journal of Neurophysiology 2008; 99: 3042-3051. doi: 10.1152/jn.01108.2007 PMID: 18287549
84. Ray Li C-S, Yan P, Sinha R, Lee T-W. Subcortical processes of motor response inhibition during a stop signal task. NeuroImage 2008; 41: 1352-1363. doi: 10.1016/j.neuroimage.2008.04.023 PMID: 18485743
85. Robinson S, Basso G, Soldati N, Sailer U, Jovicich J, Bruzzone L, et al. A resting state network in the motor control circuit of the basal ganglia. BMC Neuroscience 2009; 10: 137. doi: 10.1186/1471-2202- 10-137 PMID: 19930640
86. Schott BH. Activation of Midbrain Structures by Associative Novelty and the Formation of Explicit Memory in Humans. Learning & Memory 2004; 11: 383-387. doi: 10.1101/lm.75004.
87. Schott BH, Minuzzi L, Krebs RM, Elmenhorst D, Lang M, Winz OH, et al. Mesolimbic Functional Magnetic Resonance Imaging Activations during Reward Anticipation Correlate with Reward-Related Ventral Striatal Dopamine Release. Journal of Neuroscience 2008; 28: 14311-14319. doi: 10.1523/ JNEUROSCI.2058-08.2008 PMID: 19109512
88. Shohamy D, Myers CE, Kalanithi J, Gluck MA. Basal ganglia and dopamine contributions to probabilistic category learning. Neuroscience and Biobehavioral Reviews 2008; 32: 219-236. doi: 10.1016/j. neubiorev.2007.07.008 PMID: 18061261
89. Vaillancourt DE, Yu H, Mayka MA, Corcos DM. Role of the basal ganglia and frontal cortex in selecting and producing internally guided force pulses. NeuroImage 2007; 36: 793-803. doi: 10.1016/j. neuroimage.2007.03.002 PMID: 17451971
90. Wittmann BC, Schott BH, Guderian S, Frey JU, Heinze H-J, Duzel E. Reward-Related fMRI Activation of Dopaminergic Midbrain Is Associated with Enhanced Hippocampus- Dependent Long-Term Memory Formation. Neuron 2005; 45: 459-467. doi: 10.1016/j.neuron.2005.01.010 PMID: 15694331
91. Wittmann BC, Bunzeck N, Dolan RJ, Düzel E. Anticipation of novelty recruits reward system and hippocampus while promoting recollection. NeuroImage 2007; 38: 194-202. doi: 10.1016/j.neuroimage. 2007.06.038 PMID: 17764976