Structural covariance of the neostriatum with regional gray matter volumes

Brain Structure and Function

Volumn 218, Issue 3, 2013, Pages 697-709

  Soriano Mas, C ^a,b   Harrison, B J ^c   Pujol, J ^d   Lopez Sola M ^d   Hernandez Ribas R ^a,b   Alonso, P ^a,b,e   Contreras Rodriguez O ^d   Gimenez M ^d   Blanco Hinojo, L ^d,f   Ortiz, H ^d   Deus, J ^d,g   Menchon J M ^a,b,e   Cardoner, N ^a,b,e  

^a HOSPITAL UNIVERSITARI DE BELLVITGE   (Spain)

^b CENTRO DE INVESTIGACIÓN BIOMÉDICA EN RED DE SALUD MENTAL CIBERSAM   (Spain)

^c UNIVERSITY OF MELBOURNE   (Australia)

^d HOSPITAL DEL MAR   (Spain)

^e UNIVERSITY OF BARCELONA   (Spain)

^f Barcelona Biomedical Research Park   (Spain)

^g UNIVERSITAT AUTÒNOMA DE BARCELONA   (Spain)

Author keywords

Brain anatomy; Brain connectivity; Magnetic resonance imaging; Neostriatum; Neuroimaging; Structural covariance; Structural plasticity

Indexed keywords

ADULT; ARTICLE; BRAIN CORTEX; BRAIN MAPPING; BRAIN REGION; BRAIN SIZE; CAUDATE NUCLEUS; CONTROLLED STUDY; CORPUS STRIATUM; FEMALE; FUNCTIONAL ANATOMY; GRAY MATTER; HUMAN; HUMAN EXPERIMENT; MALE; NEOSTRIATUM; NEUROANATOMY; NEUROIMAGING; NORMAL HUMAN; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; PUTAMEN; SIGNAL PROCESSING; THREE DIMENSIONAL IMAGING;

ADULT; AGE FACTORS; BRAIN MAPPING; FEMALE; FUNCTIONAL LATERALITY; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; MAGNETIC RESONANCE IMAGING; MALE; MIDDLE AGED; NEOSTRIATUM; NEURAL PATHWAYS; PUTAMEN; SEX FACTORS; STATISTICS AS TOPIC; YOUNG ADULT;

EID: 84879550671     PISSN: 18632653     EISSN: 18632661     Source Type: Journal    
DOI: 10.1007/s00429-012-0422-5     Document Type: Article

References (71)

1. Alexander GE, DeLong MR, Strick PL (1986) Parallel organization of functionally segregated circuits linking basal ganglia and cortex. Annu Rev Neurosci 9:357-381
2. Allen JS, Damasio H, Grabowski TJ (2002) Normal neuroanatomical variation in the human brain: an MRI-volumetric study. Am J Phys Anthropol 118:341-358
3. Andrews TJ, Halpern SD, Purves D (1997) Correlated size variations in human visual cortex, lateral geniculate nucleus, and optic tract. J Neurosci 17:2859-2868
4. Ashburner J, Friston KJ (2005) Unified segmentation. Neuroimage 26:839-851
5. Barbas H, De Olmos J (1990) Projections from the amygdala to basoventral and mediodorsal prefrontal regions in the rhesus monkey. J Comp Neurol 300:549-571
6. Bi G, Poo M (1999) Distributed synaptic modification in neural networks induced by patterned stimulation. Nature 401:792-796
7. Bostan AC, Strick PL (2010) The cerebellum and basal ganglia are interconnected. Neuropsychol Rev 20:261-270
8. Brett MA, Anton JL, Valabregue R, Poline J (2002) Region of interest analysis using an SPM toolbox. Neuroimage 16:497 (abstract)
9. Butz M, Wörgötter F, van Ooyen A (2009) Activity-dependent structural plasticity. Brain Res Rev 60:287-305
10. Cardoner N, Soriano-Mas C, Pujol J, Alonso P, Harrison BJ, Deus J, Hernández-Ribas R, Menchón JM, Vallejo J (2007) Brain structural correlates of depressive comorbidity in obsessive-compulsive disorder. Neuroimage 38:413-421
11. Caviness VS Jr, Lange NT, Makris N, Herbert MR, Kennedy DN (1999) MRI-based brain volumetrics: emergence of a developmental brain science. Brain Dev 21:289-295
12. Cohen MX, Lombardo MV, Blumenfeld RS (2008) Covariance-based subdivision of the human striatum using T1-weighted MRI. Eur J Neurosci 27:1534-1546
13. Colibazzi T, Zhu H, Bansal R, Schultz RT, Wang Z, Peterson BS (2008) Latent volumetric structure of the human brain: exploratory factor analysis and structural equation modeling of gray matter volumes in healthy children and adults. Hum Brain Mapp 29:1302-1312
14. Crittenden JR, Graybiel AM (2011) Basal ganglia disorders associated with imbalances in the striatal striosome and matrix compartments. Front Neuroanat 5:59
15. Damoiseaux JS, Greicius MD (2009) Greater than the sum of its parts: a review of studies combining structural connectivity and resting-state functional connectivity. Brain Struct Funct 213:525-533
16. 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
17. Di Martino A, Kelly C, Grzadzinski R, Zuo XN, Mennes M, Mairena MA, Lord C, Castellanos FX, Milham MP (2011) Aberrant striatal functional connectivity in children with autism. Biol Psychiatry 69:847-856
18. 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
19. Draganski B, Gaser C, Busch V, Schuierer G, Bogdahn U, May A (2004) Neuroplasticity: changes in grey matter induced by training. Nature 427:311-312
20. 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
21. Fitzgerald KD, Welsh RC, Stern ER, Angstadt M, Hanna GL, Abelson JL, Taylor SF (2011) Developmental alterations of frontal-striatal-thalamic connectivity in obsessive-compulsive disorder. J Am Acad Child Adolesc Psychiatry 50:938-948.e3
22. Giedd JN, Snell JW, Lange N, Rajapakse JC, Casey BJ, Kozuch PL, Vaituzis AC, Vauss YC, Hamburger SD, Kaysen D, Rapoport JL (1996) Quantitative magnetic resonance imaging of human brain development: ages 4-18. Cereb Cortex 6:551-560
23. Gong G, Rosa-Neto P, Carbonell F, Chen ZJ, He Y, Evans AC (2009) Age- and gender-related differences in the cortical anatomical network. J Neurosci 29:15684-15693
24. Good CD, Johnsrude IS, Ashburner J, Henson RN, Friston KJ, Frackowiak RS (2001) A voxel-based morphometric study of ageing in 465 normal adult human brains. Neuroimage 14(1 Pt 1):21-36
25. Graybiel AM (2005) The basal ganglia: learning new tricks and loving it. Curr Opin Neurobiol 15:638-644
26. Graybiel AM (2008) Habits, rituals, and the evaluative brain. Annu Rev Neurosci 31:359-387
27. Haber SN (2003) The primate basal ganglia: parallel and integrative networks. J Chem Neuroanat 26:317-330
28. Haber SN, Calzavara R (2009) The cortico-basal ganglia integrative network: the role of the thalamus. Brain Res Bull 78:69-74
29. Harrison BJ, Soriano-Mas C, Pujol J, Ortiz H, López-Solà M, Hernández-Ribas R, Deus J, Alonso P, Yücel M, Pantelis C, Menchon JM, Cardoner N (2009) Altered corticostriatal functional connectivity in obsessive-compulsive disorder. Arch Gen Psychiatry 66:1189-1200
30. Hoshi E, Tremblay L, Féger J, Carras PL, Strick PL (2005) The cerebellum communicates with the basal ganglia. Nat Neurosci 8:1491-1493
31. Huttenlocher PR (1979) Synaptic density in human frontal cortex - developmental changes and effects of aging. Brain Res 163:195-205
32. Kaspárek T, Marecek R, Schwarz D, Prikryl R, Vanícek J, Mikl M, Cesková E (2010) Source-based morphometry of gray matter volume in men with first-episode schizophrenia. Hum Brain Mapp 31:300-310
33. Katz LC, Shatz CJ (1996) Synaptic activity and the construction of cortical circuits. Science 274:1133-1138
34. Kelly C, de Zubicaray G, Di Martino A, Copland DA, Reiss PT, Klein DF, Castellanos FX, Milham MP, McMahon K (2009) l-dopa modulates functional connectivity in striatal cognitive and motor networks: a double-blind placebo-controlled study. J Neurosci 29:7364-7378
35. Kennedy DN, Lange N, Makris N, Bates J, Meyer J, Caviness VS Jr (1998) Gyri of the human neocortex: an MRI-based analysis of volume and variance. Cereb Cortex 8:372-384
36. Kier EL, Staib LH, Davis LM, Bronen RA (2004) MR imaging of the temporal stem: anatomic dissection tractography of the uncinate fasciculus, inferior occipitofrontal fasciculus, and Meyer's loop of the optic radiation. AJNR Am J Neuroradiol 25:677-691
37. Kolb B, Gorny G, Söderpalm AH, Robinson TE (2003) Environmental complexity has different effects on the structure of neurons in the prefrontal cortex versus the parietal cortex or nucleus accumbens. Synapse 48:149-153
38. Kunishio K, Haber SN (1994) Primate cingulostriatal projection: limbic striatal versus sensorimotor striatal input. J Comp Neurol 350:337-356
39. Kwak Y, Peltier S, Bohnen NI, Müller ML, Dayalu P, Seidler RD (2010) Altered resting state cortico-striatal connectivity in mild to moderate stage Parkinson's disease. Front Syst Neurosci 4:143
40. Lawrence AD, Sahakian BJ, Robbins TW (1998) Cognitive functions and corticostriatal circuits: insights from Huntington's disease. Trends Cogn Sci 2:379-388
41. 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
42. Lerch JP, Worsley K, Shaw WP, Greenstein DK, Lenroot RK, Giedd J, Evans AC (2006) Mapping anatomical correlations across cerebral cortex (MACACC) using cortical thickness from MRI. Neuroimage 31:993-1003
43. May A, Gaser C (2006) Magnetic resonance-based morphometry: a window into structural plasticity of the brain. Curr Opin Neurol 19:407-411
44. McFarland NR, Haber SN (2000) Convergent inputs from thalamic motor nuclei and frontal cortical areas to the dorsal striatum in the primate. J Neurosci 20:3798-3813
45. McFarland NR, Haber SN (2002) Thalamic relay nuclei of the basal ganglia form both reciprocal and nonreciprocal cortical connections, linking multiple frontal cortical areas. J Neurosci 22:8117-8132
46. Mechelli A, Friston KJ, Frackowiak RS, Price CJ (2005) Structural covariance in the human cortex. J Neurosci 25:8303-8310
47. Meyer-Lindenberg A (2009) Neural connectivity as an intermediate phenotype: brain networks under genetic control. Hum Brain Mapp 30:1938-1946
48. Middleton FA, Strick PL (2000) Basal ganglia output and cognition: evidence from anatomical, behavioral, and clinical studies. Brain Cogn 42:183-200
49. Mitelman SA, Brickman AM, Shihabuddin L, Newmark R, Chu KW, Buchsbaum MS (2005a) Correlations between MRI-assessed volumes of the thalamus and cortical Brodmann's areas in schizophrenia. Schizophr Res 75:265-281
50. Mitelman SA, Buchsbaum MS, Brickman AM, Shihabuddin L (2005b) Cortical intercorrelations of frontal area volumes in schizophrenia. Neuroimage 27:753-770
51. Mitelman SA, Shihabuddin L, Brickman AM, Buchsbaum MS (2005c) Cortical intercorrelations of temporal area volumes in schizophrenia. Schizophr Res 76:207-229
52. Modinos G, Vercammen A, Mechelli A, Knegtering H, McGuire PK, Aleman A (2009) Structural covariance in the hallucinating brain: a voxel-based morphometry study. J Psychiatry Neurosci 34:465-469
53. Nakano K, Kayahara T, Tsutsumi T, Ushiro H (2000) Neural circuits and functional organization of the striatum. J Neurol 247(Suppl 5):V1-V15
54. Neufeld J, Teuchert-Noodt G, Grafen K, Winter Y, Witte AV (2009) Synapse plasticity in motor, sensory, and limbo-prefrontal cortex areas as measured by degrading axon terminals in an environment model of gerbils (Meriones unguiculatus). Neural Plast 2009:281561
55. Paus T (2001) Primate anterior cingulate cortex: where motor control, drive and cognition interface. Nat Rev Neurosci 2:417-424
56. Pennartz CM, Berke JD, Graybiel AM, Ito R, Lansink CS, van der Meer M, Redish AD, Smith KS, Voorn P (2009) Corticostriatal Interactions during learning, memory processing, and decision making. J Neurosci 29:12831-12838
57. Portas CM, Goldstein JM, Shenton ME, Hokama HH, Wible CG, Fischer I, Kikinis R, Donnino R, Jolesz FA, McCarley RW (1998) Volumetric evaluation of the thalamus in schizophrenic male patients using magnetic resonance imaging. Biol Psychiatry 43:649-659
58. Postuma RB, Dagher A (2006) Basal ganglia functional connectivity based on a meta-analysis of 126 positron emission tomography and functional magnetic resonance imaging publications. Cereb Cortex 16:1508-1521
59. Price JL, Drevets WC (2010) Neurocircuitry of mood disorders. Neuropsychopharmacology 35:192-216
60. Pujol J, Vendrell P, Junqué C, Martí-Vilalta JL, Capdevila A (1993) When does human brain development end? Evidence of corpus callosum growth up to adulthood. Ann Neurol 34:71-75
61. Pujol J, Soriano-Mas C, Alonso P, Cardoner N, Menchón JM, Deus J, Vallejo J (2004) Mapping structural brain alterations in obsessive-compulsive disorder. Arch Gen Psychiatry 61:720-730
62. Raz N, Lindenberger U, Rodrigue KM, Kennedy KM, Head D, Williamson A, Dahle C, Gerstorf D, Acker JD (2005) Regional brain changes in aging healthy adults: general trends, individual differences and modifiers. Cereb Cortex 15:1676-1689
63. Sakai Y, Narumoto J, Nishida S, Nakamae T, Yamada K, Nishimura T, Fukui K (2011) Corticostriatal functional connectivity in non-medicated patients with obsessive-compulsive disorder. Eur Psychiatry 26:463-469
64. Seeley WW, Crawford RK, Zhou J, Miller BL, Greicius MD (2009) Neurodegenerative diseases target large-scale human brain networks. Neuron 62:42-52
65. Tanaka SC, Doya K, Okada G, Ueda K, Okamoto Y, Yamawaki S (2004) Prediction of immediate and future rewards differentially recruits cortico-basal ganglia loops. Nat Neurosci 7:887-893
66. Witte AV, Savli M, Holik A, Kasper S, Lanzenberger R (2010) Regional sex differences in grey matter volume are associated with sex hormones in the young adult human brain. Neuroimage 49:1205-1212
67. Wright IC, Sharma T, Ellison ZR, McGuire PK, Friston KJ, Brammer MJ, Murray RM, Bullmore ET (1999) Supra-regional brain systems and the neuropathology of schizophrenia. Cereb Cortex 9:366-378
68. Xu L, Groth KM, Pearlson G, Schretlen DJ, Calhoun VD (2009) Source-based morphometry: the use of independent component analysis to identify gray matter differences with application to schizophrenia. Hum Brain Mapp 30:711-724
69. Yakovlev PI, Lecours AR (1967) The myelogenetic cycles of regional maturation of the brain. In: Minkowski A (ed) Regional development of the brain in early life. Blackwell, Oxford, pp 3-70
70. Yan C, Gong G, Wang J, Wang D, Liu D, Zhu C, Chen ZJ, Evans A, Zang Y, He Y (2010) Sex- and brain size-related small-world structural cortical networks in young adults: a DTI tractography study. Cereb Cortex 21:449-458
71. Zielinski BA, Gennatas ED, Zhou J, Seeley WW (2010) Network-level structural covariance in the developing brain. Proc Natl Acad Sci USA 107:18191-18196