Developmental changes in the organization of functional connections between the basal ganglia and cerebral cortex

Journal of Neuroscience

Volumn 34, Issue 17, 2014, Pages 5842-5854

  Greene, Deanna J ^a,b   Laumann, Timothy O ^a   Dubis, Joseph W ^a   Ihnen, S Katie ^a   Neta, Maital ^a   Power, Jonathan D ^a   Pruett Jr , John R ^a   Black, Kevin J ^a,b   Schlaggar, Bradley L ^a,b  

^a WASHINGTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

^b WASHINGTON UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Basal ganglia; Development; Functional connectivity; Resting state

Indexed keywords

ADULT; ANATOMICAL CONCEPTS; ARTICLE; AUDITORY CORTEX; BASAL GANGLION; BRAIN CORTEX; BRAIN DEVELOPMENT; BRAIN DYSFUNCTION; BRAIN MATURATION; CHILD; COMPARATIVE STUDY; CONNECTOME; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GILLES DE LA TOURETTE SYNDROME; GLOBUS PALLIDUS; HEAD MOVEMENT; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; MALE; NERVE CELL MEMBRANE STEADY POTENTIAL; NEUROANATOMICAL TRACT TRACING; NORMAL HUMAN; ORBITAL CORTEX; PRESCHOOL CHILD; PRIORITY JOURNAL; PUTAMEN; RESTING STATE NETWORK; SCHOOL CHILD; SUPPORT VECTOR MACHINE; YOUNG ADULT;

BASAL GANGLIA; DEVELOPMENT; FUNCTIONAL CONNECTIVITY; RESTING STATE;

ADULT; AGE FACTORS; BASAL GANGLIA; BRAIN MAPPING; CEREBRAL CORTEX; CHILD; FEMALE; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; NERVE NET; NEURAL PATHWAYS;

EID: 84899473377     PISSN: 02706474     EISSN: 15292401     Source Type: Journal    
DOI: 10.1523/JNEUROSCI.3069-13.2014     Document Type: Article

References (52)

1. Alexander GE, DeLong MR (1985) Microstimulation of the primate neostriatum. II. Somatotopic organization of striatal microexcitable zones and their relation to neuronal response properties. J Neurophysiol 53:1417-1430. Medline
2. Alexander GE, DeLong MR, Strick PL (1986) Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annu Rev Neurosci 9:357-381. CrossRef Medline
3. Aron AR, Durston S, Eagle DM, Logan GD, Stinear CM, Stuphorn V (2007) Converging evidence for a fronto-basal-ganglia network for inhibitory control of action and cognition. J Neurosci 27:11860-11864. CrossRef Medline
4. Barnes KA, Cohen AL, Power JD, Nelson SM, Dosenbach YB, Miezin FM, Petersen SE, Schlaggar BL (2010) Identifying basal ganglia divisions in individuals using resting-state functional connectivity MRI. Front Syst Neurosci 4:18. CrossRef Medline
5. Ben-Hur A, Ong CS, Sonnenburg S, Schölkopf B, Rätsch G (2008) Support vector machines and kernels for computational biology. PLoS Comput Biol 4:e1000173. CrossRef Medline
6. Black KJ, Snyder AZ, Koller JM, Gado MH, Perlmutter JS (2001) Template images for nonhuman primate neuroimaging: 1. Baboon. Neuroimage 14:736-743. CrossRef Medline
7. Black KJ, Koller JM, Snyder AZ, Perlmutter JS (2004) Atlas template images for nonhuman primate neuroimaging: baboon and macaque. Methods Enzymol 385:91-102. CrossRef Medline
8. Bradshaw JL, Sheppard DM (2000) The neurodevelopmental frontostriatal disorders: evolutionary adaptiveness and anomalous lateralization. Brain Lang 73:297-320. CrossRef Medline
9. Buckner RL, Krienen FM, Castellanos A, Diaz JC, Yeo BT (2011) The organization of the human cerebellum estimated by intrinsic functional connectivity. J Neurophysiol 106:2322-2345. CrossRef Medline
10. Casey BJ, Tottenham N, Liston C, Durston S (2005) Imaging the developing brain: what have we learned about cognitive development? Trends Cogn Sci 9:104-110. CrossRef Medline
11. Choi EY, Yeo BT, Buckner RL (2012) The organization of the human striatum estimated by intrinsic functional connectivity. J Neurophysiol 108: 2242-2263. CrossRef Medline
12. De Martino F, Valente G, Staeren N, Ashburner J, Goebel R, Formisano E (2008) Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. Neuroimage 43:44-58. CrossRef Medline
13. Di Martino A, Scheres A, Margulies DS, Kelly AM, Uddin LQ, Shehzad Z, Biswal B, Walters JR, Castellanos FX, Milham MP (2008) Functional connectivity of human striatum: a resting state FMRI study. Cereb Cortex 18:2735-2747. CrossRef Medline
14. Dosenbach NU, Nardos B, Cohen AL, Fair DA, Power JD, Church JA, Nelson SM, Wig GS, Vogel AC, Lessov-Schlaggar CN, Barnes KA, Dubis JW, Feczko E, Coalson RS, Pruett JR Jr, Barch DM, Petersen SE, Schlaggar BL (2010) Prediction of individual brain maturity using fMRI. Science 329: 1358-1361. CrossRef Medline
15. Draganski B, Kherif F, Klöppel S, Cook PA, Alexander DC, Parker GJ, Deichmann R, Ashburner J, Frackowiak RS (2008) Evidence for segregated and integrative connectivity patterns in the human basal ganglia. J Neurosci 28:7143-7152. CrossRef Medline
16. Fair DA, Bathula D, Mills KL, Dias TG, Blythe MS, Zhang D, Snyder AZ, Raichle ME, Stevens AA, Nigg JT, Nagel BJ (2010) Maturing thalamocortical functional connectivity across development. Front Syst Neurosci 4:10. CrossRef Medline
17. Flaherty AW, Graybiel AM (1993) Two input systems for body representa tions in the primate striatal matrix: experimental evidence in the squirrel monkey. J Neurosci 13:1120-1137. Medline
18. Fox MD, Zhang D, Snyder AZ, Raichle ME (2009) The global signal and observed anticorrelated resting state brain networks. J Neurophysiol 101: 3270-3283. CrossRef Medline
19. Galiñanes GL, Taravini IR, Murer MG (2009) Dopamine-dependent periadolescent maturation of corticostriatal functional connectivity in mouse. J Neurosci 29:2496-2509. CrossRef Medline
20. Gerardin E, Pochon JB, Poline JB, Tremblay L, Van de Moortele PF, Levy R, Dubois B, Le Bihan D, Lehéricy S (2004) Distinct striatal regions support movement selection, preparation and execution. Neuroreport 15: 2327-2331. CrossRef Medline
21. Graybiel AM (2008) Habits, rituals, and the evaluative brain. Annu Rev Neurosci 31:359-387. CrossRef Medline
22. Greene DJ, Black KJ, Schlaggar BL (2013) Neurobiology and functional anatomy of tic disorders. In: Tourette syndrome (Martino D, Leckman JL, eds), pp 238-275. Oxford, UK: Oxford UP.
23. Haber SN (2003) The primate basal ganglia: parallel and integrative networks. J Chem Neuroanat 26:317-330. CrossRef Medline
24. Haber SN, Knutson B (2010) The reward circuit: linking primate anatomy and human imaging. Neuropsychopharmacology 35:4-26. CrossRef Medline
25. Haber SN, McFarland NR (1999) The concept of the ventral striatum in nonhuman primates. Ann N Y Acad Sci 877:33-48. CrossRef Medline
26. Hastie T, Tibshirani R, Friedman J (2001) The elements of statistical learning: data mining, inference, and prediction. New York: Springer.
27. Haxby JV, Gobbini MI, Furey ML, Ishai A, Schouten JL, Pietrini P (2001) Distributed and overlapping representations of faces and objects in ventral temporal cortex. Science 293:2425-2430. CrossRef Medline
28. Jimura K, Poldrack RA (2012) Analyses of regional-average activation and multivoxel pattern information tell complementary stories. Neuropsychologia 50:544-552. CrossRef Medline
29. Lancaster JL, Glass TG, Lankipalli BR, Downs H, Mayberg H, Fox PT (1995) A modality-independent approach to spatial normalization of tomographic images of the human brain. Hum Brain Mapp 3:209-223. CrossRef
30. Leckman JF (2003) Phenomenology of tics and natural history of tic disorders. Brain Dev 25 [Suppl 1]:S24-S28. Medline
31. Leh SE, Ptito A, Chakravarty MM, Strafella AP (2007) Fronto-striatal connections in the human brain: a probabilistic diffusion tractography study. Neurosci Lett 419:113-118. CrossRef Medline
32. Lehéricy S, Ducros M, Van de Moortele PF, Francois C, Thivard L, Poupon C, Swindale N, Ugurbil K, Kim DS (2004) Diffusion tensor fiber tracking shows distinct corticostriatal circuits in humans. Ann Neurol 55:522-529. CrossRef Medline
33. McClure SM, Berns GS, Montague PR (2003) Temporal prediction errors in a passive learning task activate human striatum. Neuron 38:339-346. CrossRef Medline
34. Middleton FA, Strick PL (2000) Basal ganglia output and cognition: evidence from anatomical, behavioral, and clinical studies. Brain Cogn 42: 183-200. CrossRef Medline
35. Mink JW (2001) Basal ganglia dysfunction in Tourette's syndrome: a new hypothesis. Pediatr Neurol 25:190-198. CrossRef Medline
36. Nambu A (2011) Somatotopic organization of the primate basal ganglia. Front Neuroanat 5:26. CrossRef Medline
37. Ojemann JG, Akbudak E, Snyder AZ, McKinstry RC, Raichle ME, Conturo TE (1997) Anatomic localization and quantitative analysis of gradient refocused echo-planar fMRI susceptibility artifacts. Neuroimage 6:156-167. CrossRef Medline
38. Parent A (1990) Extrinsic connections of the basal ganglia. Trends Neurosci 13:254-258. CrossRef Medline
39. Pereira F, Mitchell T, Botvinick M (2009) Machine learning classifiers and fMRI: a tutorial overview. Neuroimage 45:S199-S209. CrossRef Medline
40. Power JD, Cohen AL, Nelson SM, Wig GS, Barnes KA, Church JA, Vogel AC, Laumann TO, Miezin FM, Schlaggar BL, Petersen SE (2011) Functional network organization of the human brain. Neuron 72:665-678. CrossRef Medline
41. Power JD, Barnes KA, Snyder AZ, Schlaggar BL, Petersen SE (2012) Spurious but systematic correlations in functional connectivity MRI networks arise from subject motion. Neuroimage 59:2142-2154. CrossRef Medline
42. Power JD, Mitra A, Laumann TO, Snyder AZ, Schlaggar BL, Petersen SE (2014) Methods to detect, characterize, and remove motion artifact in resting state fMRI. Neuroimage 84:320-341. CrossRef Medline
43. Rowland DJ, Garbow JR, Laforest R, Snyder AZ (2005) Registration of [18F]FDG microPET and small-animal MRI. Nucl Med Biol 32:567-572. CrossRef Medline
44. Schölkopf B, Smola AJ (2002) Learning with kernels: support vector machines, regularization, optimization and beyond. Cambridge, MA: MIT.
45. Selemon LD, Goldman-Rakic PS (1985) Longitudinal topography and interdigitation of corticostriatal projections in the rhesus monkey. J Neurosci 5:776-794. Medline
46. Shulman GL, Pope DL, Astafiev SV, McAvoy MP, Snyder AZ, Corbetta M (2010) Right hemisphere dominance during spatial selective attention and target detection occurs outside the dorsal frontoparietal network. J Neurosci 30:3640-3651. CrossRef Medline
47. Sowell ER, Thompson PM, Holmes CJ, Jernigan TL, Toga AW (1999) In vivo evidence for post-adolescent brain maturation in frontal and striatal regions. Nat Neurosci 2:859-861. CrossRef Medline
48. Van Dijk KR, Sabuncu MR, Buckner RL (2012) The influence of head motion on intrinsic functional connectivity MRI. Neuroimage 59:431-438. CrossRef Medline
49. Vincent JL, Patel GH, Fox MD, Snyder AZ, Baker JT, Van Essen DC, Zempel JM, Snyder LH, Corbetta M, Raichle ME (2007) Intrinsic functional architecture in the anaesthetized monkey brain. Nature 447:83-86. CrossRef Medline
50. Wig GS, Laumann TO, Petersen SE (2013) Anapproach for parcellatinghuman cortical areas using resting-state correlations. Neuroimage. Advance online publication. Retrieved March 20, 2014. doi:10.1016/j.neuroimage.2013. 07.035. CrossRef Medline
51. Yeo BT, Krienen FM, Sepulcre J, Sabuncu MR, Lashkari D, Hollinshead M, Roffman JL, Smoller JW, Zöllei L, Polimeni JR, Fischl B, Liu H, Buckner RL (2011) The organization of the human cerebral cortex estimated by intrinsic functional connectivity. J Neurophysiol 106:1125-1165. CrossRef Medline
52. Zhang D, Snyder AZ, Fox MD, Sansbury MW, Shimony JS, Raichle ME (2008) Intrinsic functional relations between human cerebral cortex and thalamus. J Neurophysiol 100:1740-1748. CrossRef Medline