Morphometry of Left Frontal and Temporal Poles Predicts Analogical Reasoning Abilities

Cerebral Cortex

Volumn 26, Issue 3, 2016, Pages 915-932

  Aichelburg, Clarisse ^a,b,c   Urbanski, Marika ^a,b,c,d   Thiebaut De Schotten, Michel ^a,b,c,e   Humbert, Frederic ^f   Levy, Richard ^a,b,c,f   Volle, Emmanuelle ^a,b,c  

^a SORBONNE UNIVERSITÉ   (France)

^b INSERM   (France)

^c CNRS   (France)

^d Raticien Hospitalier Chef de Pôle   (France)

^e KING'S COLLEGE LONDON   (United Kingdom)

^f PITIÉ SALPÊTRIÈRE HOSPITAL   (France)

Author keywords

Analogy; frontal pole; morphometry; reasoning; rostral prefrontal cortex

Indexed keywords

ACCURACY; ADULT; AGE; AGED; ANALOGICAL REASONING; ARTICLE; BRAIN ANALYSIS; CONNECTOME; DIFFUSION TENSOR IMAGING; EDUCATION; FEMALE; FRONTAL CORTEX; GENDER; HUMAN; INFEROLATERAL TEMPORAL CORTEX; LEFT ROSTROLATERAL PREFRONTAL CORTEX; LINEAR REGRESSION ANALYSIS; MALE; MENTAL FUNCTION; MORPHOMETRICS; NORMAL HUMAN; PREFRONTAL CORTEX; PRIORITY JOURNAL; RESPONSE TIME; TEMPORAL CORTEX; AGING; ANATOMY AND HISTOLOGY; DIFFUSION WEIGHTED IMAGING; EDUCATIONAL STATUS; FRONTAL LOBE; MIDDLE AGED; NEUROPSYCHOLOGICAL TEST; REACTION TIME; REGRESSION ANALYSIS; SEXUAL DEVELOPMENT; TEMPORAL LOBE; THINKING; YOUNG ADULT;

ADULT; AGED; AGING; CONNECTOME; DIFFUSION MAGNETIC RESONANCE IMAGING; EDUCATIONAL STATUS; FEMALE; FRONTAL LOBE; HUMANS; MALE; MIDDLE AGED; NEUROPSYCHOLOGICAL TESTS; REACTION TIME; REGRESSION ANALYSIS; SEX CHARACTERISTICS; TEMPORAL LOBE; THINKING; YOUNG ADULT;

EID: 84961267134     PISSN: 10473211     EISSN: 14602199     Source Type: Journal    
DOI: 10.1093/cercor/bhu254     Document Type: Article

References (139)

1. Acres K, Taylor KI, Moss HE, Stamatakis EA, Tyler LK. 2009. Complementary hemispheric asymmetries in object naming and recognition: a voxel-based correlational study. Neuropsychologia. 47:1836-1843.
2. Alexander DC. 2006. An introduction to computational diffusion MRI: the diffusion tensor and beyond. In: Weickert PJ, Hagen PH, editors. Visualization and Processing of Tensor Fields. Springer: Berlin Heidelberg. p. 83-106.
3. Anderson AW. 2005. Measurement of fiber orientation distributions using high angular resolution diffusion imaging. Magn Reson Med. 54:1194-1206.
4. Ashburner J. 2007. A fast diffeomorphic image registration algorithm. Neuroimage. 38:95-113.
5. Ashburner J, Friston KJ. 2000. Voxel-based morphometry-The methods. Neuroimage. 11:805-821.
6. Ashburner J, Friston KJ. 2005. Unified segmentation. Neuroimage. 26:839-851.
7. Badre D. 2008. Cognitive control, hierarchy, and the rostro-caudal organization of the frontal lobes. Trends Cogn Sci. 12:193-200.
8. Badre D, Wagner AD. 2007. Left ventrolateral prefrontal cortex and the cognitive control of memory. Neuropsychologia. 45:2883-2901.
9. Banissy MJ, Kanai R, Walsh V, Rees G. 2012. Inter-individual differences in empathy are reflected in human brain structure. Neuroimage. 62:2034-2039.
10. Binder JR, Desai RH, Graves WW, Conant LL. 2009. Where is the semantic system? A critical review and meta-analysis of 120 functional neuroimaging studies. Cereb Cortex. 19:2767-2796.
11. Binney RJ, Embleton KV, Jefferies E, Parker GJM, Lambon Ralph MA. 2010. The ventral and inferolateral aspects of the anterior temporal lobe are crucial in semantic memory: evidence from a novel direct comparison of distortion-corrected fMRI, rTMS, and semantic dementia. Cereb Cortex. 20:2728-2738.
12. Blanchette I, Dunbar K. 2000. How analogies are generated: the roles of structural and superficial similarity. Mem Cogn. 28:108-124.
13. Boroojerdi B, Phipps M, Kopylev L, Wharton CM, Cohen LG, Grafman J. 2001. Enhancing analogic reasoning with rTMS over the left prefrontal cortex. Neurology. 56:526-528.
14. Buda M, Fornito A, Bergström ZM, Simons JS. 2011. A specific brain structural basis for individual differences in reality monitoring. J Neurosci. 31:14308-14313.
15. Buhusi CV, Meck WH. 2009. Relativity theory and time perception: single or multiple clocks?. PloS One. 4:e6268.
16. Bunge SA, Helskog EH, Wendelken C. 2009. Left, but not right, rostrolateral prefrontal cortex meets a stringent test of the relational integration hypothesis. Neuroimage. 46:338-342.
17. Bunge SA, Wendelken C, Badre D, Wagner AD. 2005. Analogical reasoning and prefrontal cortex: evidence for separable retrieval and integration mechanisms. Cereb Cortex. 15: 239-249.
18. Burgess PW, Gilbert SJ, Dumontheil I. 2007. Function and localization within rostral prefrontal cortex (area 10). Philos Trans R Soc London Ser B Biol Sci. 362:887-899.
19. Catani M, Allin MPG, Husain M, Pugliese L, Mesulam MM, Murray RM, Jones DK. 2007. Symmetries in human brain language pathways correlate with verbal recall. Proc Natl Acad Sci USA. 104:17163-17168.
20. Cho S, Moody TD, Fernandino L, Mumford Ja, Poldrack Ra, Cannon TD, Knowlton BJ, Holyoak KJ. 2010. Common and dissociable prefrontal loci associated with component mechanisms of analogical reasoning. Cereb Cortex. 20:524-533.
21. Christoff K, Keramatian K, Gordon AM, Smith R, Mädler B. 2009. Prefrontal organization of cognitive control according to levels of abstraction. Brain Res. 1286:94-105.
22. Christoff K, Prabhakaran V, Dorfman J, Zhao Z, Kroger JK, Holyoak KJ, Gabrieli JD. 2001. Rostrolateral prefrontal cortex involvement in relational integration during reasoning. Neuroimage. 14:1136-1149.
23. Christoff K, Ream JM, Geddes LPT, Gabrieli JDE. 2003. Evaluating self-generated information: anterior prefrontal contributions to human cognition. Behav Neurosci. 117:1161-1168.
24. Coello AF, Duvaux S, De Benedictis A, Matsuda R, Duffau H. 2013. Involvement of the right inferior longitudinal fascicle in visual hemiagnosia: a brain stimulation mapping study: Case report. J Neurosurg. 118:202-205.
25. Colom R, Haier RJ, Head K, Álvarez-linera J, Ángeles M, Chun P, Jung RE. 2009. Intelligence gray matter correlates of fluid, crystallized, and spatial intelligence: testing the P-FIT model. Intelligence. 37:124-135.
26. Colom R, Jung RE, Haier RJ. 2006. Distributed brain sites for the gfactor of intelligence. Neuroimage. 31:1359-1365.
27. Colom R, Jung RE, Haier RJ. 2007. General intelligence and memory span: evidence for a common neuroanatomic framework. Cognitive Neuropsychology. 24:867-878.
28. Crescentini C, Seyed-Allaei S, De Pisapia N, Jovicich J, Amati D, Shallice T. 2011. Mechanisms of rule acquisition and rule following in inductive reasoning. J Neurosci. 31:7763-7774.
29. Crone EA, Wendelken C, van Leijenhorst L, Honomichl RD, Christoff K, Bunge SA. 2009. Neurocognitive development of relational reasoning. Dev Sci. 12:55-66.
30. Dell'Acqua F, Scifo P, Rizzo G, Catani M, Simmons A, Scotti G, Fazio F. 2010. A modified damped Richardson-Lucy algorithm to reduce isotropic background effects in spherical deconvolution. Neuroimage. 49:1446-1458.
31. Dell'Acqua F, Simmons A, Williams SCR, Catani M. 2013. Can spherical deconvolution provide more information than fiber orientations? Hindrance modulated orientational anisotropy, a true-tract specific index to characterize white matter diffusion. Hum Brain Mapp. 34:2464-2483.
32. De Zubicaray GI, Rose SE, McMahon KL. 2011. The structure and connectivity of semantic memory in the healthy older adult brain. Neuroimage. 54:1488-1494.
33. Dick AS, Tremblay P. 2012. Beyond the arcuate fasciculus: consensus and controversy in the connectional anatomy of language. Brain. 135:3529-3550.
34. Draganski B, May A. 2008. Training-induced structural changes in the adult human brain. Behav Brain Res. 192:137-142.
35. Dubois B, Slachevsky A, Litvan I, Pillon B. 2000. The FAB: a frontal assessment battery at bedside. Neurology. 57:1621-1626.
36. Duffau H, Gatignol P, Mandonnet E, Peruzzi P, Tzourio-Mazoyer N, Capelle L. 2005. New insights into the anatomo-functional connectivity of the semantic system: a study using corticosubcortical electrostimulations. Brain. 128:797-810.
37. Duffau H, Peggy Gatignol ST, Mandonnet E, Capelle L, Taillandier L. 2008. Intraoperative subcortical stimulation mapping of language pathways in a consecutive series of 115 patients with Grade II glioma in the left dominant hemisphere. J Neurosurg. 109:461-471.
38. Dumontheil I, Burgess PW, Blakemore S-J. 2008. Development of rostral prefrontal cortex and cognitive and behavioural disorders. Dev Med Child Neurol. 50:168-181.
39. Dumontheil I, Houlton R, Christoff K, Blakemore S-J. 2010. Development of relational reasoning during adolescence. Dev Sci. 13:F15-F24.
40. Einstein A. 1938. On the effects of external sensory input on time dilation. J Exothermic Sci Technol. 1(9).
41. Eriksson SH, Free SL, Thom M, Symms MR, Martinian L, Duncan JS, Sisodiya SM. 2009. Quantitative grey matter histological measures do not correlate with grey matter probability values from in vivo MRI in the temporal lobe. J Neurosci Methods. 181:111-118.
42. Fan L, Wang J, Zhang Y, Han W, Yu C, Jiang T. 2014. Connectivitybased parcellation of the human temporal pole using diffusion tensor imaging. Cereb Cortex. 24:3365-3378.
43. Folstein MF, Folstein SE, McHugh PR. 1975. "Mini-Mental State"-A practical method for grading the cognitive state of patients for the clinician. J Psychisychiatric Res. 12:189-198.
44. Frangou S, Chitins X, Williams SCR. 2004.Mapping IQand graymatter density in healthy young people. Neuroimage. 23:800-805.
45. Gainotti G. 2012. The format of conceptual representations disrupted in semantic dementia: a position paper. Cortex. 48:521-529.
46. Gainotti G. 2014. Why are the right and left hemisphere conceptual representations different? Behavioural Neurology. 603134. doi:10.1155/2014/603134
47. Geake JG, Hansen PC. 2005. Neural correlates of intelligence as revealed by fMRI of fluid analogies. Neuroimage. 26:555-564.
48. Geake JG, Hansen PC. 2010. Functional neural correlates of fluid and crystallized analogizing. Neuroimage. 49:3489-3497.
49. Gentner D. 1983. Structure-mapping: a theoretical framework for analogy. Cogn Sci. 7:155-170.
50. Gentner D, Holyoak KJ. 1997. Reasoning and learning by analogy. Am Psychol. 52:32-34.
51. Gentner D, Medina J. 1998. Similarity and the development of rules. Cognition. 65:263-297.
52. Gilbert SJ, Frith CD, Burgess PW. 2005. Involvement of rostral prefrontal cortex in selection between stimulus-oriented and stimulus-independent thought. Eur J Neurosci. 21:1423-1431.
53. Gil-Robles S, Carvallo A, Jimenez M, Gomez Caicoya A, Martinez R, Ruiz-Ocanã C, Duffau H. 2013. Double dissociation between visual recognition and picture naming: a study of the visual language connectivity using tractography and brain stimulation. Neurosurgery. 72:678-686.
54. Goel V, Dolan RJ. 2004. Differential involvement of left prefrontal cortexin inductive and deductive reasoning. Cognition. 93: B109-B121.
55. Goh S, Bansal R, Xu D, Hao X, Liu J, Peterson BS. 2011. Neuroanatomical correlates of intellectual ability across the life span. Dev Cogn Neurosci. 1:305-312.
56. Gonen-Yaacovi G, de Souza LC, Levy R, Urbanski M, Josse G, Volle E. 2013. Rostral and caudal prefrontal contribution to creativity: a meta-analysis of functional imaging data. Front Hum Neurosci. 7:465.
57. Good CD, Johnsrude IS, Ashburner J, Henson RNA, Friston KJ, Frackowiak RSJ. 2001. A voxel-based morphometric study of ageing in 465 normal adult human brains. Neuroimage. 14:21-36.
58. Gorno-Tempini ML, Hillis AE, Weintraub S, Kertesz A, Mendez M, Cappa SF, Ogar JM, Rohrer JD, Black S, Boeve BF, et al. 2011. Classification of primary progressive aphasia and its variants. Neurology. 76:1006-1014.
59. Green AE, Fugelsang JA, Kraemer DJM, Shamosh NA, Dunbar KN. 2006. Frontopolar cortex mediates abstract integration in analogy. Brain Res. 1096:125-137.
60. Green AE, Kraemer DJM, Fugelsang JA, Gray JR, Dunbar KN. 2010.Connecting long distance: semantic distance in analogical reasoning modulates frontopolar cortex activity. Cereb Cortex. 20:70-76.
61. Green AE, Kraemer DJM, Fugelsang JA, Gray JR, Dunbar KN. 2012. Neural correlates of creativity in analogical reasoning. J Exp Psychol Learn Mem Cogn. 38:264-272.
62. Grogan A, Green DW, Ali N, Crinion JT, Price CJ. 2009. Structural correlates of semantic and phonemic fluency ability in first and second languages. Cerebral Cortex. 19:2690-2698.
63. Haier RJ, Jung RE, Yeo RA, Head K, AlkireMT. 2004. Structural brain variation and general intelligence. Neuroimage. 23:425-433.
64. Hampshire A, Thompson R, Duncan J, Owen AM. 2011. Lateral prefrontal cortex subregions make dissociable contributions during fluid reasoning. Cereb Cortex. 21:1-10.
65. Hodge JR, Patterson K. 2007. Semantic dementia: a unique clinicopathological syndrome. Lancet Neurol. 6:1004-1014.
66. Hodges JR, Patterson K, Oxbury S, Funnell E. 1992. Semantic dementia. Progressive fluent aphasia with temporal lobe atrophy. Brain. 115(Pt 6):1783-1806.
67. Hofstadter D, Sander E. 2013. Surfaces and essences: analogy as the fuel and fire of thinking. New York: Basic Books.
68. Holyoak KJ, Morrison RG. 2012. Analogy and relational reasoning. In: Holyoak KJ, Morrison, editors. The Oxford Handbook of Thinking and Reasoning. New York: Oxford University Press. p. 234-259.
69. Holyoak KJ, Thagard P. 1995. Mental Leaps: Analogy in Creative Thought. Cambridge, MA: MIT Press.
70. Jefferies E. 2013. The neural basis of semantic cognition: converging evidence fromneuropsychology, neuroimaging and TMS. Cortex. 49:611-625.
71. Jia X, Liang P, Lu J, Yang Y, Zhong N, Li K. 2011. Common and dissociable neural correlates associated with component processes of inductive reasoning. NeuroImage. 56:2292-2299.
72. Jung RE, Haier RJ. 2007. The Parieto-Frontal Integration Theory (PFIT) of intelligence: converging neuroimaging evidence. Behav Brain Sci. 30:135-154. discussion 154-187.
73. Jung RE, Segall JM, Bockholt HJ, Flores RA, Shirley M, Chavez RS, Haier RJ. 2010. Neuroanatomy of creativity. Hum Brain Mapp. 31:398-409.
74. Kanai R, Rees G. 2011. The structural basis of inter-individual differences in human behaviour and cognition. Nat Rev Neurosci. 12:231-242.
75. Kharitonova M, Munakata Y. 2011. The role of representations in executive function: investigating a developmental link between flexibility and abstraction. Front Psychol. 2:347.
76. Klein A, Andersson J, Ardekani BA, Ashburner J, Avants B, Chiang MC, Christensen GE, Collins DL, Gee J, Hellier P, et al. 2009. Evaluation of 14 nonlinear deformation algorithms applied to human brainMRI registration. Neuroimage. 46:786-802.
77. Knowlton BJ, Morrison RG, Hummel JE, Holyoak KJ. 2012. A neurocomputational system for relational reasoning. Trends Cogn Sci. 16:373-381.
78. Koechlin E, Basso G, Pietrini P, Panzer S, Grafman J. 1999. The role of the anterior prefrontal cortex in human cognition. Nature. 399:148-151.
79. Krawczyk DC. 2012. The cognition and neuroscience of relational reasoning. Brain Res. 1428:13-23.
80. Krawczyk DC, Hanten G, Wilde EA, Li X, Schnelle KP, Merkley TL, Vasquez AC, Cook LG, McClelland M, Chapman SB, et al. 2010b. Deficits in analogical reasoning in adolescents with traumatic brain injury. Front Hum Neurosci. 4:1-13.
81. Krawczyk DC, McClelland MM, Donovan CM, Tillman GD, Maguire MJ. 2010a. An fMRI investigation of cognitive stages in reasoning by analogy. Brain Res. 1342:63-73.
82. Krawczyk DC, Morrison RG, Viskontas I, Holyoak KJ, Chow TW, Mendez MF, Miller BL, Knowlton BJ. 2008. Distraction during relational reasoning: the role of prefrontal cortex in interference control. Neuropsychologia. 46:2020-2032.
83. Kroger JK, Sabb FW, Fales CL, Bookheimer SY, Cohen MS, Holyoak KJ. 2002. Recruitment of anterior dorsolateral prefrontal cortex in human reasoning: a parametric study of relational complexity. Cereb Cortex. 12:477-485.
84. Lambon Ralph MA, Cipolotti L, Manes F, Patterson K. 2010. Taking both sides: do unilateral anterior temporal lobe lesions disrupt semantic memory? Brain. 133:3243-3255.
85. Lambon Ralph MA, Ehsan S, Baker Ga, Rogers TT. 2012. Semantic memory is impaired in patients with unilateral anterior temporal lobe resection for temporal lobe epilepsy. Brain. 135:242-258.
86. Liang P, Jia X, Taatgen NA, Zhong N, Li K. 2014. Different strategies in solving series completion inductive reasoning problems: an fMRI and computational study. Int J Psychophysiol. 93:253-260.
87. Logothetis NK. 2008.Whatwe can do and whatwe cannot do with fMRI. Nature. 453:869-878.
88. López-Barroso D, Catani M, Ripollés P, Dell'Acqua F, Rodríguez-Fornells A, de Diego-Balaguer R. 2013. Word learning is mediated by the left arcuate fasciculus. Proc Natl Acad Sci USA. 110:13168-13173.
89. Luo Q, Perry C, Peng D, Jin Z, Xu D, Ding G. 2003. The neural substrate of analogical reasoning : an fMRI study. Cog Brain Res. 17:527-534.
90. Maguire EA, Gadian DG, Johnsrude IS, Good CD, Ashburner J, Frackowiak RS, Frith CD. 2000. Navigation-related structural change in the hippocampi of taxi drivers. Proc Natl Acad Sci USA. 97:4398-4403.
91. Markman AB, Gentner D. 1993. Structural alignment during similarity comparisons. Cogn Psychol. 25:431-467.
92. Markman AB, Gentner D. 2000. Structure mapping in the comparison process. Am J Psychol. 113:501-538.
93. Mechelli A, Price CJ, Friston KJ, Ashburner J. 2005. Voxel-based morphometry of the human brain: methods and applications. Curr Med Imag Rev. 1:105.
94. Mesulam MM, Wieneke C, Hurley R, Rademaker A, Thompson CK, Weintraub S, Rogalski EJ. 2013.Words and objects at the tip of the left temporal lobe in primary progressive aphasia. Brain. 136:601-618.
95. Montgomery A, Asberg M. 1979. A new depression scale designed to be sensitive to change. Br J Psychiatry. 134:382-389.
96. Moore DW, Bhadelia Ra, Billings RL, Fulwiler C, Heilman KM, Rood KMJ, Gansler Da. 2009. Hemispheric connectivity and the visual-spatial divergent-thinking component of creativity. Brain Cogn. 70:267-272.
97. Morrison RG, Krawczyk DC, Holyoak KJ, Hummel JE, Chow TW, Miller BL, Knowlton BJ. 2004. A neurocomputational model of analogical reasoning and its breakdown in frontotemporal lobar degeneration. J Cogn Neurosci. 16:260-271.
98. Narr KL, Woods RP, Thompson PM, Szeszko P, Robinson D, Dimtcheva T, Gurbani M, Toga AW, Bilder RM. 2007. Relationships between IQ and regional cortical gray matter thickness in healthy adults. Cereb Cortex. 17:2163-2171.
99. Pascual B, Masdeu JC, Hollenbeck M, Makris N, Insausti R, Ding SL, Dickerson BC. 2015. Large-scale brain networks of the human left temporal pole: a functional connectivity MRI study. Cereb Cortex. 25:680-702.
100. Patterson K, Nestor PJ, Rogers TT. 2007. Where do you know what you know? The representation of semantic knowledge in the human brain. Nat Rev Neurosci. 8:976-987.
101. Paus T. 2005. Mapping brain maturation and cognitive development during adolescence. Trends Cogn Sci. 9:60-68.
102. Pobric G, Jefferies E, Lambon Ralph MA. 2010. Category-specific versus category-general semantic impairment induced by transcranial magnetic stimulation. Curr Biol. 20:964-968.
103. Pobric G, Lambon Ralph MA, Jefferies E. 2009. The role of the anterior temporal lobes in the comprehension of concrete and abstract words: rTMS evidence. Cortex. 45:1104-1110.
104. Preusse F, van der Meer Elke, Deshpande G, Krueger F, Wartenburger I. 2011. Fluid intelligence allows flexible recruitment of the parieto-frontal network in analogical reasoning. Front Hum Neurosci. 5:22.
105. Raichle ME, MacLeod AM, Snyder AZ, Powers WJ, Gusnard DA, Shulman GL. 2001. A default mode of brain function. Proc Natl Acad Sci USA. 98:676-682.
106. Ramnani N, Owen AM. 2004. Anterior prefrontal cortex: insights into function from anatomy and neuroimaging. Nat Rev Neurosci. 5:184-194.
107. Reverberi C, D'Agostini S, Skrap M, Shallice T. 2005b. Generation and recognition of abstract rules in different frontal lobe subgroups. Neuropsychologia. 43:1924-1937.
108. Reverberi C, Lavaroni A, Gigli GL, Skrap M, Shallice T. 2005a. Specific impairments of rule induction in different frontal lobe subgroups. Neuropsychologia. 43:460-472.
109. Reynolds JR, McDermott KB, Braver TS. 2006. A direct comparison of anterior prefrontal cortex involvement in episodic retrieval and integration. Cereb Cortex. 16:519-528.
110. Ridgway GR, Henley SMD, Rohrer JD, Scahill RI, Warren JD, Fox NC. 2008. Ten simple rules for reporting voxel-based morphometry studies. Neuroimage. 40:1429-1435.
111. Roca M, Torralva T, Gleichgerrcht E, Woolgar A, Thompson R, Duncan J, Manes F. 2011. The role of area 10 (BA10) in human multitasking and in social cognition: a lesion study. Neuropsychologia. 49:3525-3531.
112. Rogers TT, Hocking J, Noppeney U, Mechelli A, Gorno-Tempini ML, Patterson K, Price CJ. 2006. Anterior temporal cortex and semantic memory: reconciling findings from neuropsychology and functional imaging. Cogn Affec Behav Neurosci. 6:201-213.
113. Rojkova K, Volle E, Urbanski M, Humbert F, Dell'Acqua F, Thiebaut de Schotten M. Atlasing the frontal lobe connections and their variability due to age and education: a spherical deconvolution tractography study. Neuroimage Under revision.
114. Schmahmann JD, Pandya DN, Wang R, Dai G, D'Arceuil HE, de Crespigny AJ, Wedeen VJ. 2007. Association fibre pathways of the brain: parallel observations from diffusion spectrum imaging and autoradiography. Brain A J Neurol. 130:630-653.
115. Schmidt GL, Cardillo ER, Kranjec A, Lehet M, Widick P, Chatterjee A. 2012. Not all analogies are created equal: associative and categorical analogy processing following brain damage. Neuropsychologia. 50:1372-1379.
116. Shaw P, Greenstein D, Lerch J, Clasen L, Lenroot R, Gogtay N, Evans A, Rapoport J, Giedd J. 2006. Intellectual ability and cortical development in children and adolescents. Nature. 440:676-679.
117. Smolker HR, Depue BE, Reineberg AE, Orr JM, Banich MT. 2014. Individual differences in regional prefrontal graymatter morphometry and fractional anisotropy are associated with different constructs of executive function. Brain Struct Funct. [Epub ahead of print]
118. Takeuchi H, Taki Y, Hashizume H, Sassa Y, Nagase T, Nouchi R, Kawashima R. 2011. Effects of training of processing speed on neural systems. J Neurosci. 31:12139-12148.
119. Takeuchi H, Taki Y, Nouchi R, Hashizume H, Sekiguchi A, Kotozaki Y, Nakagaw S, Miyauchi CM, Sassa Y, Kawashima R. 2013. Effects of multitasking-training on gray matter structure and resting state neural mechanisms. Hum Brain Mapp. doi: 10.1002/hbm.22427. [Epub ahead of print]
120. Takeuchi H, Taki Y, Sassa Y, Hashizume H, Sekiguchi A, Fukushima A, Kawashima R. 2010. Regional gray matter volume of dopaminergic system associate with creativity: evidence from voxel-based morphometry. Neuroimage. 51:578-585.
121. Thibaut JP, French R, Vezneva M. 2010a. The development of analogy making in children: cognitive load and executive functions. J Experim Child Psychol. 106:1-19.
122. Thibaut JP, French R, Vezneva M. 2010b. Cognitive load and semantic analogies: searching semantic space. Psychonomic Bull Rev. 17:569-574.
123. Thiebaut de Schotten M, Dell'Acqua F, Valabregue R, Catani M. 2012. Monkey to human comparative anatomy of the frontal lobe association tracts. Cortex. 48:82-96.
124. Thiebaut de Schotten M, Ffytche DH, Bizzi A, Dell'Acqua F, Allin M, Walshe M, Murray R, Williams SC, Murphy DGM, Catani M. 2011. Atlasing location, asymmetry and intersubject variability of white matter tracts in the human brain with MR diffusion tractography. Neuroimage. 54: 49-59.
125. Tournier J-D, Calamante F, Gadian DG, Connelly A. 2004. Direct estimation of the fiber orientation density function from diffusion-weighted MRI data using spherical deconvolution. Neuroimage. 23:1176-1185.
126. Tyler LK, Chiu S, Zhuang J, Randall B, Devereux BJ, Wright P, Clarke A, Taylor KI. 2013. Objects and categories: feature statistics and object processing in the ventral stream. J Cogn Neurosci. 25(10):1723-1735.
127. Van Essen DC, Maunsell JHR. 1983. Hierarchical organization and functional streams in the visual cortex. Trends Neurosci. 6:370-375.
128. Vartanian O. 2012. Dissociable neural systems for analogy and metaphor: implications for the neuroscience of creativity. Br J Psychol. 103:302-316.
129. Vigneau M, Beaucousin V, Herve PY, Duffau H, Crivello F, Mazoyer B, Tzourio-mazoyer N. 2006. Meta-analyzing left hemisphere language areas : Phonology, semantics, and sentence processing. Neuroimage. 30:1414-1432.
130. Visser M, Jefferies E, Lambon Ralph MA. 2010. Semantic processing in the anterior temporal lobes: a meta-analysis of the functional neuroimaging literature. J Cogn Neurosci. 22: 1083-1094.
131. Volle E, Gilbert SJ, Benoit RG, Burgess PW. 2010. Specialization of the rostral prefrontal cortex for distinct analogy processes. Cereb Cortex. 20:2647-2659.
132. Wartenburger I, Heekeren HR, Preusse F, Kramer J, van der Meer E. 2009. Cerebral correlates of analogical processing and their modulation by training. Neuroimage. 48:291-302.
133. Watson CE, Chatterjee A. 2012. A bilateral frontoparietal network underlies visuospatial analogical reasoning. Neuroimage. 59:2831-2838.
134. Wei T, Liang X, He Y, Zang Y, Han Z, Caramazza A, Bi Y. 2012. Predicting conceptual processing capacity from spontaneous neuronal activity of the left middle temporal gyrus. J Neurosci. 32:481-489.
135. Wendelken C, Bunge SA, Carter CS. 2008. Maintaining structured information: an investigation into functions of parietal and lateral prefrontal cortices. Neuropsychologia. 46:665-678.
136. Wendelken C, Chung D, Bunge SA. 2012. Rostrolateral prefrontal cortex: domain-general or gomain-sensitive ? 1963: 1952-1963.
137. Wendelken C, Nakhabenko D, Donohue SE, Carter CS, Bunge SA. 2008. "Brain is to thought as stomach is to ?": investigating the role of rostrolateral prefrontal cortex in relational reasoning. J Cogn Neurosci. 20:682-693.
138. Wharton CM, Grafman J, Flitman SS, Hansen EK, Brauner J, Marks A, Honda M. 2000. Toward neuroanatomical models of analogy: a positron emission tomography study of analogical mapping. Cogn Psychol. 40:173-197.
139. Yuan Z, Qin W, Wang D, Jiang T, Zhang Y, Yu C. 2012. The salience network contributes to an individual's fluid reasoning capacity. Behav Brain Res. 229:384-390.