The neuroanatomy of bilingualism: how to turn a hazy view into the full picture

Language, Cognition and Neuroscience

Volumn 31, Issue 3, 2016, Pages 303-327

  García Pentón, Lorna ^a   Fernández García, Yuriem ^a   Costello, Brendan ^a   Duñabeitia, Jon Andoni ^a   Carreiras, Manuel ^a,b  

^a BASQUE CENTER ON COGNITION   (Spain)

^b BASQUE FOUNDATION FOR SCIENCE   (Spain)

Author keywords

Bilingualism; DTI; neuroplasticity; second language learning; VBM

Indexed keywords

AGE; BILINGUALISM; CEREBELLUM; COMPUTER ASSISTED TOMOGRAPHY; CORPUS CALLOSUM; DIFFUSION TENSOR IMAGING; GRAY MATTER; HUMAN; INFERIOR PARIETAL LOBULE; NEUROANATOMY; NEUROLOGIC EXAMINATION; NOTE; NUCLEAR MAGNETIC RESONANCE IMAGING; TRACT BASED SPATIAL STATISTICS; VOXEL BASED MORPHOMETRY; WHITE MATTER;

EID: 84961212425     PISSN: 23273798     EISSN: 23273801     Source Type: Journal    
DOI: 10.1080/23273798.2015.1068944     Document Type: Article

References (117)

1. J.Abutalebi,, M.Canini,, P.A.Della Rosa,, D.W.Green,, & B.S.Weekes, (2015). The neuroprotective effects of bilingualism upon the inferior parietal lobule: A structural neuroimaging study in aging Chinese bilinguals. Journal of Neurolinguistics, 33, 3–13. doi:10.1016/j.jneuroling.2014.09.008
2. J.Abutalebi,, M.Canini,, P.A.Della Rosa,, L.P.Sheung,, D.W.Green,, & B.S.Weekes, (2014). Bilingualism protects anterior temporal lobe integrity in aging. Neurobiology of Aging, 35(9), 2126–2133. doi:10.1016/j.neurobiolaging.2014.03.010
3. J.Abutalebi,, P.A.Della Rosa,, A.K.Gonzaga,, R.Keim,, A.Costa,, & D.Perani, (2013). The role of the left putamen in multilingual language production. Brain and Language, 125(3), 307–315. doi:10.1016/j.bandl.2012.03.009
4. J.Abutalebi,, & D.Green, (2007). Bilingual language production: The neurocognition of language representation and control. Journal of Neurolinguistics, 20(3), 242–275. doi: 10.1016/j.jneuroling.2006.10.003
5. J.Abutalebi,, L.Guidi,, V.Borsa,, M.Canini,, P.A.Della Rosa,, B.A.Parris,, & B.S.Weekes, (2015). Bilingualism provides a neural reserve for aging populations. Neuropsychologia, 69, 201–210. doi:10.1016/j.neuropsychologia.2015.01.040
6. E.Antón,, J.A.Duñabeitia,, A.Estévez,, J.A.Hernández,, A.Castillo,, L.J.Fuentes,, … M.Carreiras, (2014). Is there a bilingual advantage in the ANT task? Evidence from children. Frontiers in Psychology, 5, 398. doi:10.3389/fpsyg.2014.00398
7. J.Ashburner, (2007). A fast diffeomorphic image registration algorithm. Neuroimage, 38(1), 95–113. doi:10.1016/j.neuroimage.2007.07.007
8. J.Ashburner,, & K.J.Friston, (2000). Voxel-based morphometry – the methods. Neuroimage, 11(6 Pt 1), 805–821. doi:10.1006/nimg.2000.0582
9. J.Ashburner,, & K.J.Friston, (2005). Unified segmentation. Neuroimage, 26(3), 839–851. doi:10.1016/j.neuroimage.2005.02.018
10. J.Ashburner,, & K.J.Friston, (2011). Diffeomorphic registration using geodesic shooting and Gauss-Newton optimisation. Neuroimage, 55(3), 954–967. doi:10.1016/j.neuroimage.2010.12.049
11. D.M.Basnight-Brown,, & J.Altarriba, (2007). Differences in semantic and translation priming across languages: The role of language direction and language dominance. Memory & Cognition, 35(5), 953–965. doi: 10.3758/BF03193468
12. P.J.Basser,, J.Mattiello,, & D.LeBihan, (1994). MR diffusion tensor spectroscopy and imaging. Biophysical Journal, 66(1), 259–267. doi:10.1016/s0006-3495(94)80775-1
13. C.Baus,, A.Costa,, & M.Carreiras, (2013). On the effects of second language immersion on first language production. Acta Psychologica, 142(3), 402–409. doi: 10.1016/j.actpsy.2013.01.010
14. E.Bialystok,, & R.Barac, (2012). Emerging bilingualism: Dissociating advantages for metalinguistic awareness and executive control. Cognition, 122(1), 67–73. doi:10.1016/j.cognition.2011.08.003
15. E.Bialystok,, F.I.Craik,, & G.Luk, (2012). Bilingualism: Consequences for mind and brain. Trends in Cognitive Sciences, 16(4), 240–250. doi:10.1016/j.tics.2012.03.001
16. E.Bialystok,, J.F.Kroll,, D.W.Green,, B.MacWhinney,, & F.I.Craik, (2015). Publication bias and the validity of evidence: What's the connection? Psychological Science, 26(6), 944–946. doi:10.1177/0956797615573759
17. S.Borgwardt,, J.Radua,, A.Mechelli,, & P.Fusar-Poli, (2012). Why are psychiatric imaging methods clinically unreliable? Conclusions and practical guidelines for authors, editors and reviewers. Behavioral and Brain Functions, 8, 46. doi:10.1186/1744-9081-8-46
18. D.M.Bowden,, E.Song,, J.Kosheleva,, & M.F.Dubach, (2012). NeuroNames: An ontology for the BrainInfo portal to neuroscience on the web. Neuroinformatics, 10(1), 97–114. doi: 10.1007/s12021-011-9128-8
19. A.de Bruin,, B.Treccani,, & S.Della Sala, (2015a). Cognitive advantage in bilingualism an example of publication bias? Psychological Science, 26(1), 99–107. doi: 10.1177/0956797614557866
20. A.de Bruin,, B.Treccani,, & S.Della Sala, (2015b). The connection is in the data: We should consider them all. Psychological Science, 26(6), 947–949. doi:10.1177/0956797615583443
21. M.Carreiras,, J.A.Duñabeitia,, M.Vergara,, I.de la Cruz-Pavia,, & I.Laka, (2010). Subject relative clauses are not universally easier to process: Evidence from Basque. Cognition, 115(1), 79–92. doi:10.1016/j.cognition.2009.11.012
22. M.Carreiras,, M.L.Seghier,, S.Baquero,, A.Estévez,, A.Lozano,, J.T.Devlin,, & C.J.Price, (2009). An anatomical signature for literacy. Nature, 461(7266), 983–986. doi:10.1038/nature08461
23. M.K.Chung,, K.M.Dalton,, L.Shen,, A.C.Evans,, & R.J.Davidson, (2007). Weighted fourier series representation and its application to quantifying the amount of gray matter. IEEE Transactions on Medical Imaging, 26(4), 566–581. doi:10.1109/tmi.2007.892519
24. L.Clare,, C.J.Whitaker,, F.I.Craik,, E.Bialystok,, A.Martyr,, P.A.Martin-Forbes,, … J.V.Hindle, (2014). Bilingualism, executive control, and age at diagnosis among people with early-stage Alzheimer's disease in Wales. Journal of Neuropsychology. doi:10.1111/jnp.12061
25. A.Costa,, M.Hernández,, J.Costa-Faidella,, & N.Sebastián-Gallés, (2009). On the bilingual advantage in conflict processing: Now you see it, now you don't. Cognition, 113(2), 135–149. doi:10.1016/j.cognition.2009.08.001
26. A.Costa,, M.Hernández,, & N.Sebastián-Gallés, (2008). Bilingualism aids conflict resolution: Evidence from the ANT task. Cognition, 106(1), 59–86. doi:10.1016/j.cognition.2006.12.013
27. A.Costa,, & N.Sebastián-Gallés, (2014). How does the bilingual experience sculpt the brain? Nature Reviews Neuroscience, 15, 336–345. doi:10.1038/nrn3709
28. D.Crystal, (1997). English as a global language. Cambridge: Cambridge University Press.
29. J.Cummine,, & C.A.Boliek, (2013). Understanding white matter integrity stability for bilinguals on language status and reading performance. Brain Structure and Function, 218(2), 595–601. doi:10.1007/s00429-012-0466-6
30. W.De Baene,, W.Duyck,, M.Brass,, & M.Carreiras, (2015). Brain circuit for cognitive control is shared by task and language switching. Journal of Cognitive Neuroscience, 27, 1752–1765, doi:10.1162/jocn_a_00817
31. M.Dimitropoulou,, J.A.Duñabeitia,, & M.Carreiras, (2011). Two words, one meaning: Evidence of automatic co-activation of translation equivalents. Frontiers in Psychology, 2, 188. doi:10.3389/fpsyg.2011.00188
32. M.G.Dowens,, M.Vergara,, H.A.Barber,, & M.Carreiras, (2010). Morphosyntactic processing in late second-language learners. Journal of Cognitive Neuroscience, 22(8), 1870–1887. doi: 10.1162/jocn.2009.21304
33. B.Draganski,, C.Gaser,, V.Busch,, G.Schuierer,, U.Bogdahn,, & A.May, (2004). Neuroplasticity: Changes in grey matter induced by training. Nature, 427(6972), 311–312. doi:10.1038/427311a
34. J.A.Duñabeitia,, & M.Carreiras, (2015). The bilingual advantage: Acta est fabula? Cortex. Advance online publication. doi:10.1016/j.cortex.2015.06.009
35. J.A.Duñabeitia,, M.Dimitropoulou,, O.Uribe-Etxebarria,, I.Laka,, & M.Carreiras, (2010). Electrophysiological correlates of the masked translation priming effect with highly proficient simultaneous bilinguals. Brain Research, 1359, 142–154. doi:10.1016/j.brainres.2010.08.066
36. J.A.Duñabeitia,, Y.Fernández,, & M.Carreiras, (2015). Does bilingualism shape inhibitory control in the elderly? Manuscript submitted for publication.
37. J.A.Duñabeitia,, J.A.Hernández,, E.Antón,, P.Macizo,, A.Estévez,, L.J.Fuentes,, & M.Carreiras, (2014). The inhibitory advantage in bilingual children revisited: Myth or reality? Experimental Psychology, 61(3), 234–251. doi: 10.1027/1618-3169/a000243
38. J.A.Duñabeitia,, M.Perea,, & M.Carreiras, (2010). Masked translation priming effects with highly proficient simultaneous bilinguals. Experimental Psychology, 57(2), 98–107. doi:10.1027/1618-3169/a000013
39. J.Edwards, (2004). Foundations of Bilingualism. In T.K.B.W.Ritchie (Ed.), The Handbook of Bilingualism (pp. 7–31). Oxford: Blackwell.
40. B.Fischl,, & A.M.Dale, (2000). Measuring the thickness of the human cerebral cortex from magnetic resonance images. Proceedings of the National Academy of Sciences of the United States of America, 97(20), 11050–11055. doi:10.1073/pnas.200033797
41. N.P.Friedman,, A.Miyake,, S.E.Young,, J.C.DeFries,, R.P.Corley,, & J.K.Hewitt, (2008). Individual differences in executive functions are almost entirely genetic in origin. Journal of Experimental Psychology: General, 137, 201–225. doi: 10.1037/0096-3445.137.2.201
42. K.J.Friston,, & R.N.Henson, (2006). Commentary on: Divide and conquer; a defence of functional localisers. Neuroimage, 30(4), 1097–1099. doi: 10.1016/j.neuroimage.2006.02.007
43. K.Furutani,, M.Harada,, M.Minato,, N.Morita,, & H.Nishitani, (2005). Regional changes of fractional anisotropy with normal aging using statistical parametric mapping (SPM). The Journal of Medical Investigation: JMI, 52(3–4), 186–190. doi: 10.2152/jmi.52.186
44. L.García-Pentón,, A.Pérez Fernández,, Y.Iturria-Medina,, M.Gillon-Dowens,, & M.Carreiras, (2014). Anatomical connectivity changes in the bilingual brain. Neuroimage, 84, 495–504. doi:10.1016/j.neuroimage.2013.08.064
45. C.Gaser,, & G.Schlaug, (2003). Brain structures differ between musicians and non-musicians. The Journal of Neuroscience, 23(27), 9240–9245.
46. V.C.Gathercole,, E.M.Thomas,, I.Kennedy,, C.Prys,, N.Young,, N.Vinas Guasch,, … L.Jones, (2014). Does language dominance affect cognitive performance in bilinguals? Lifespan evidence from preschoolers through older adults on card sorting, Simon, and metalinguistic tasks. Frontiers in Psychology, 5, 11. doi:10.3389/fpsyg.2014.00011
47. N.R.Giuliani,, V.D.Calhoun,, G.D.Pearlson,, A.Francis,, & R.W.Buchanan, (2005). Voxel-based morphometry versus region of interest: A comparison of two methods for analyzing gray matter differences in schizophrenia. Schizophrenia Research, 74(2–3), 135–147. doi:10.1016/j.schres.2004.08.019
48. B.T.Gold,, N.F.Johnson,, & D.K.Powell, (2013). Lifelong bilingualism contributes to cognitive reserve against white matter integrity declines in aging. Neuropsychologia, 51(13), 2841–2846. doi:10.1016/j.neuropsychologia.2013.09.037
49. T.H.Gollan,, T.Sandoval,, & D.P.Salmon, (2011). Cross-language intrusion errors in aging bilinguals reveal the link between executive control and language selection. Psychological Science, 22(9), 1155–1164. doi:10.1177/0956797611417002
50. C.D.Good,, I.S.Johnsrude,, J.Ashburner,, R.N.Henson,, K.J.Friston,, & R.S.Frackowiak, (2001). A voxel-based morphometric study of ageing in 465 normal adult human brains. Neuroimage, 14(1 Pt 1), 21–36. doi:10.1006/nimg.2001.0786
51. D.W.Green,, & J.Abutalebi, (2013). Language control in bilinguals: The adaptive control hypothesis. Journal of Cognitive Psychology, 25(5), 515–530. doi:10.1080/20445911.2013.796377
52. A.Grogan,, O.Parker Jones,, N.Ali,, J.Crinion,, S.Orabona,, M.L.Mechias,, … C.J.Price, (2012). Structural correlates for lexical efficiency and number of languages in non-native speakers of English. Neuropsychologia, 50(7), 1347–1352. doi:10.1016/j.neuropsychologia.2012.02.019
53. F.Grosjean, (1998). Studying bilinguals: Methodological and conceptual issues. Bilingualism: Language and Cognition, 1(02), 131–149. doi: 10.1017/S136672899800025X
54. F.Grosjean, (2010). Bilingual: Life and reality. Cambridge, MA: Harvard University Press.
55. M.Guye,, F.Bartolomei,, & J.P.Ranjeva, (2008). Imaging structural and functional connectivity: Towards a unified definition of human brain organization? Current Opinion in Neurology, 24(4), 393–403. doi: 10.1097/WCO.0b013e3283065cfb
56. A.Hernandez,, P.Li,, & B.MacWhinney, (2005). The emergence of competing modules in bilingualism. Trends in Cognitive Sciences, 9(5), 220–225. doi:10.1016/j.tics.2005.03.003
57. A.E.Hernandez, (2009). Language switching in the bilingual brain: What's next? Brain and Language, 109(2), 133–140. doi: 10.1016/j.bandl.2008.12.005
58. A.E.Hernandez, (2013). The bilingual brain. Oxford: Oxford University Press.
59. A.E.Hernandez,, & P.Li, (2007). Age of acquisition: Its neural and computational mechanisms. Psychological Bulletin, 133(4), 638–650. doi:10.1037/0033-2909.133.4.638
60. C.Hosoda,, K.Tanaka,, T.Nariai,, M.Honda,, & T.Hanakawa, (2013). Dynamic neural network reorganization associated with second language vocabulary acquisition: A multimodal imaging study. The Journal of Neuroscience, 33(34), 13663–13672. doi:10.1523/jneurosci.0410-13.2013
61. M.Jenkinson,, C.F.Beckmann,, T.E.Behrens,, M.W.Woolrich,, & S.M.Smith, (2012). FSL. Neuroimage, 62(2), 782–790. doi:10.1016/j.neuroimage.2011.09.015
62. D.K.Jones,, T.R.Knosche,, & R.Turner, (2013). White matter integrity, fiber count, and other fallacies: The do's and don'ts of diffusion MRI. Neuroimage, 73, 239–254. doi:10.1016/j.neuroimage.2012.06.081
63. D.K.Jones,, M.R.Symms,, M.Cercignani,, & R.J.Howard, (2005). The effect of filter size on VBM analyses of DT-MRI data. Neuroimage, 26(2), 546–554. doi:10.1016/j.neuroimage.2005.02.013
64. R.A.Kanaan,, S.S.Shergill,, G.J.Barker,, M.Catani,, V.W.Ng,, R.Howard,, … D.K.Jones, (2006). Tract-specific anisotropy measurements in diffusion tensor imaging. Psychiatry Research: Neuroimaging, 146(1), 73–82. doi:10.1016/j.pscychresns.2005.11.002
65. R.Kanai,, & G.Rees, (2011). The structural basis of inter-individual differences in human behaviour and cognition. Nature Reviews Neuroscience, 12(4), 231–242. doi:10.1038/nrn3000
66. D.Kennedy,, & C.Norman, (2005). What don't we know? Science, 309(5731), 75. doi:10.1126/science.309.5731.75
67. D.Klein,, K.Mok,, J.K.Chen,, & K.E.Watkins, (2014). Age of language learning shapes brain structure: A cortical thickness study of bilingual and monolingual individuals. Brain and Language, 131, 20–24. doi:10.1016/j.bandl.2013.05.014
68. J.F.Kroll,, & E.Bialystok, (2013). Understanding the consequences of bilingualism for language processing and cognition. Journal of Cognitive Psychology, 25(5), 497–514. doi:10.1080/20445911.2013.799170
69. M.Kubicki,, M.E.Shenton,, D.F.Salisbury,, Y.Hirayasu,, K.Kasai,, R.Kikinis,, … R.W.McCarley, (2002). Voxel-based morphometric analysis of gray matter in first episode schizophrenia. Neuroimage, 17(4), 1711–1719. doi: 10.1006/nimg.2002.1296
70. H.Lee,, J.T.Devlin,, C.Shakeshaft,, L.H.Stewart,, A.Brennan,, J.Glensman,, … C.J.Price, (2007). Anatomical traces of vocabulary acquisition in the adolescent brain. The Journal of Neuroscience, 27(5), 1184–1189. doi:10.1523/jneurosci.4442-06.2007
71. P.Li,, J.Legault,, & K.A.Litcofsky, (2014). Neuroplasticity as a function of second language learning: Anatomical changes in the human brain. Cortex, 58, 301–324. doi:10.1016/j.cortex.2014.05.001
72. G.Luk,, E.Bialystok,, F.I.Craik,, & C.L.Grady, (2011). Lifelong bilingualism maintains white matter integrity in older adults. The Journal of Neuroscience, 31(46), 16808–16813. doi:10.1523/jneurosci.4563-11.2011
73. G.Luk,, D.W.Green,, J.Abutalebi,, & C.Grady, (2012). Cognitive control for language switching in bilinguals: A quantitative meta-analysis of functional neuroimaging studies. Language and Cognitive Processes, 27(10), 1479–1488. doi:10.1080/01690965.2011.613209
74. E.A.Maguire,, D.G.Gadian,, I.S.Johnsrude,, C.D.Good,, J.Ashburner,, R.S.Frackowiak,, & C.D.Frith, (2000). Navigation-related structural change in the hippocampi of taxi drivers. Proceedings of the National Academy of Sciences, 97(8), 4398–4403. doi: 10.1073/pnas.070039597
75. E.A.Maguire,, K.Woollett,, & H.J.Spiers, (2006). London taxi drivers and bus drivers: A structural MRI and neuropsychological analysis. Hippocampus, 16(12), 1091–1101. doi: 10.1002/hipo.20233
76. J.Mårtensson,, J.Eriksson,, N.C.Bodammer,, M.Lindgren,, M.Johansson,, L.Nyberg,, & M.Lovden, (2012). Growth of language-related brain areas after foreign language learning. Neuroimage, 63(1), 240–244. doi:10.1016/j.neuroimage.2012.06.043
77. C.D.Martin,, A.Costa,, B.Dering,, N.Hoshino,, Y.J.Wu,, & G.Thierry, (2012). Effects of speed of word processing on semantic access: The case of bilingualism. Brain and Language, 120(1), 61–65. doi:10.1016/j.bandl.2011.10.003
78. A.Mechelli,, J.T.Crinion,, U.Noppeney,, J.O'Doherty,, J.Ashburner,, R.S.Frackowiak,, & C.J.Price, (2004). Neurolinguistics: Structural plasticity in the bilingual brain. Nature, 431(7010), 757. doi:10.1038/431757a
79. A.Miyake, & N.P.Friedman, (2012). The nature and organization of individual differences in executive functions: Four general conclusions. Current Directions in Psychological Science, 21(1), 8–14. doi: 10.1177/0963721411429458
80. A.Miyake,, N.P.Friedman,, M.J.Emerson,, A.H.Witzki,, A.Howerter,, & T.D.Wager, (2000). The unity and diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology, 41(1), 49–100. doi:10.1006/cogp.1999.0734
81. S.G.Mohades,, E.Struys,, P.Van Schuerbeek,, K.Mondt,, P.Van De Craen,, & R.Luypaert, (2012). DTI reveals structural differences in white matter tracts between bilingual and monolingual children. Brain Research, 1435, 72–80. doi:10.1016/j.brainres.2011.12.005
82. S.G.Mohades,, P.Van Schuerbeek,, Y.Rosseel,, P.Van De Craen,, R.Luypaert,, & C.Baeken, (2015). White-Matter development is different in bilingual and monolingual children: A Longitudinal DTI study. PloS one, 10(2). doi:10.1371/journal.pone.0117968
83. C.Muñoz, (2008). Symmetries and asymmetries of age effects in naturalistic and instructed L2 learning. Applied Linguistics, 29(4), 578–596. doi: 10.1093/applin/amm056
84. T.E.Nichols, (2012). Multiple testing corrections, nonparametric methods, and random field theory. Neuroimage, 62(2), 811–815. doi:10.1016/j.neuroimage.2012.04.014
85. T.E.Nichols,, & S.Hayasaka, (2003). Controlling the familywise error rate in functional neuroimaging: A comparative review. Statistical Methods in Medical Research, 12(5), 419–446. doi: 10.1191/0962280203sm341ra
86. R.K.Olsen,, M.M.Pangelinan,, C.Bogulski,, M.M.Chakravarty,, G.Luk,, C.Grady,, & E.Bialystok, (2015). The effect of lifelong bilingualism on regional grey and white matter volume. Brain Research. doi:10.1016/j.brainres.2015.02.034
87. K.R.Paap,, & Z.I.Greenberg, (2013). There is no coherent evidence for a bilingual advantage in executive processing. Cognitive Psychology, 66(2), 232–258. doi: 10.1016/j.cogpsych.2012.12.002
88. K.R.Paap,, H.A.Johnson,, & O.Sawi, (2014). Are bilingual advantages dependent upon specific tasks or specific bilingual experiences? Journal of Cognitive Psychology, 26(6), 615–639. doi: 10.1080/20445911.2014.944914
89. K.R.Paap,, H.A.Johnson,, & O.Sawi, (2015). Bilingual advantages in executive functioning either do not exist or are restricted to very specific and undetermined circumstances. Cortex. doi:10.1016/j.cortex.2015.04.014
90. K.R.Paap,, & O.Sawi, (2014). Bilingual advantages in executive functioning: Problems in convergent validity, discriminant validity, and the identification of the theoretical constructs. Frontiers in Psychology, 5, 962. doi: 10.3389/fpsyg.2014.00962
91. M.Perea,, J.A.Duñabeitia,, & M.Carreiras, (2008). Masked associative/semantic priming effects across languages with highly proficient bilinguals. Journal of Memory and Language, 58(4), 916–930. doi: 10.1016/j.jml.2008.01.003
92. C.Pliatsikas,, T.Johnstone,, & T.Marinis, (2014). Grey matter volume in the cerebellum is related to the processing of grammatical rules in a second language: A structural voxel-based morphometry study. The Cerebellum, 13(1), 55–63. doi:10.1007/s12311-013-0515-6
93. C.Pliatsikas,, & T.Marinis, (2013). Processing of regular and irregular past tense morphology in highly proficient second language learners of English: A self-paced reading study. Applied Psycholinguistics, 34(05), 943–970. doi: 10.1017/S0142716412000082
94. C.Pliatsikas,, E.Moschopoulou,, & J.D.Saddy, (2015). The effects of bilingualism on the white matter structure of the brain. Proceedings of the National Academy of Sciences, 112(5), 1334–1337. doi:10.1073/pnas.1414183112
95. C.J.Price, (2010). The anatomy of language: A review of 100 fMRI studies published in 2009. Annals of the New York Academy of Sciences, 1191, 62–88. doi:10.1111/j.1749-6632.2010.05444.x
96. J.Radua,, E.J.Canales-Rodriguez,, E.Pomarol-Clotet,, & R.Salvador, (2014). Validity of modulation and optimal settings for advanced voxel-based morphometry. Neuroimage, 86, 81–90. doi:10.1016/j.neuroimage.2013.07.084
97. V.Ressel,, C.Pallier,, N.Ventura-Campos,, B.Díaz,, A.Roessler,, C.Ávila,, & N.Sebastián-Gallés, (2012). An effect of bilingualism on the auditory cortex. The Journal of Neuroscience, 32(47), 16597–16601. doi: 10.1523/JNEUROSCI.1996-12.2012
98. G.R.Ridgway,, S.M.Henley,, J.D.Rohrer,, R.I.Scahill,, J.D.Warren,, & N.C.Fox, (2008). Ten simple rules for reporting voxel-based morphometry studies. Neuroimage, 40(4), 1429–1435. doi:10.1016/j.neuroimage.2008.01.003
99. D.H.Salat,, D.S.Tuch,, D.N.Greve,, A.J.van der Kouwe,, N.D.Hevelone,, A.K.Zaleta,, … A.M.Dale, (2005). Age-related alterations in white matter microstructure measured by diffusion tensor imaging. Neurobiology of Aging, 26(8), 1215–1227. doi:10.1016/j.neurobiolaging.2004.09.017
100. C.H.Salmond,, J.Ashburner,, F.Vargha-Khadem,, A.Connelly,, D.G.Gadian,, & K.J.Friston, (2002). Distributional assumptions in voxel-based morphometry. Neuroimage, 17(2), 1027–1030. doi: 10.1006/nimg.2002.1153
101. R.Saxe,, J.M.Moran,, J.Scholz,, & J.Gabrieli, (2006). Overlapping and non-overlapping brain regions for theory of mind and self reflection in individual subjects. Social Cognitive and Affective Neuroscience, 1(3), 229–234. doi:10.1093/scan/nsl034
102. A.A.Schlegel,, J.J.Rudelson,, & P.U.Tse, (2012). White matter structure changes as adults learn a second language. Journal of Cognitive Neuroscience, 24(8), 1664–1670. doi:10.1162/jocn_a_00240
103. S.M.Smith,, M.Jenkinson,, H.Johansen-Berg,, D.Rueckert,, T.E.Nichols,, C.E.Mackay,, … T.E.Behrens, (2006). Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data. Neuroimage, 31(4), 1487–1505. doi:10.1016/j.neuroimage.2006.02.024
104. S.M.Smith,, M.Jenkinson,, M.W.Woolrich,, C.F.Beckmann,, T.E.Behrens,, H.Johansen-Berg,, … P.M.Matthews, (2004). Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage, 23(Suppl 1), S208–S219. doi:10.1016/j.neuroimage.2004.07.051
105. S.M.Smith,, & T.E.Nichols, (2009). Threshold-free cluster enhancement: Addressing problems of smoothing, threshold dependence and localisation in cluster inference. Neuroimage, 44(1), 83–98. doi:10.1016/j.neuroimage.2008.03.061
106. L.Snook,, C.Plewes,, & C.Beaulieu, (2007). Voxel based versus region of interest analysis in diffusion tensor imaging of neurodevelopment. Neuroimage, 34(1), 243–252. doi:10.1016/j.neuroimage.2006.07.021
107. M.Stein,, A.Federspiel,, T.Koenig,, M.Wirth,, W.Strik,, R.Wiest,, … T.Dierks, (2012). Structural plasticity in the language system related to increased second language proficiency. Cortex, 48(4), 458–465. doi: 10.1016/j.cortex.2010.10.007
108. M.Stein,, C.Winkler,, A.C.Kaiser,, & T.Dierks, (2014). Structural brain changes related to bilingualism: Does immersion make a difference? Frontiers in Psychology, 5, 1116. doi:10.3389/fpsyg.2014.01116
109. M.Suzuki,, H.Hagino,, S.Nohara,, S.Y.Zhou,, Y.Kawasaki,, T.Takahashi,, … M.Kurachi, (2005). Male-specific volume expansion of the human hippocampus during adolescence. Cerebral Cortex, 15(2), 187–193. doi:10.1093/cercor/bhh121
110. P.D.Tapp,, K.Head,, E.Head,, N.W.Milgram,, B.A.Muggenburg,, & M.Y.Su, (2006). Application of an automated voxel-based morphometry technique to assess regional gray and white matter brain atrophy in a canine model of aging. Neuroimage, 29(1), 234–244. doi:10.1016/j.neuroimage.2005.07.043
111. C.Testa,, M.P.Laakso,, F.Sabattoli,, R.Rossi,, A.Beltramello,, H.Soininen,, & G.B.Frisoni, (2004). A comparison between the accuracy of voxel-based morphometry and hippocampal volumetry in Alzheimer's disease. Journal of Magnetic Resonance Imaging, 19(3), 274–282. doi:10.1002/jmri.20001
112. N.Tzourio-Mazoyer,, B.Landeau,, D.Papathanassiou,, F.Crivello,, O.Etard,, N.Delcroix,, … M.Joliot, (2002). Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage, 15(1), 273–289. doi:10.1006/nimg.2001.0978
113. A.M.Winkler,, P.Kochunov,, J.Blangero,, L.Almasy,, K.Zilles,, P.T.Fox,, … D.C.Glahn, (2010). Cortical thickness or grey matter volume? The importance of selecting the phenotype for imaging genetics studies. Neuroimage, 53(3), 1135–1146. doi:10.1016/j.neuroimage.2009.12.028
114. A.Zalesky,, A.Fornito,, & E.T.Bullmore, (2010). Network-based statistic: Identifying differences in brain networks. Neuroimage, 53(4), 1197–1207. doi:10.1016/j.neuroimage.2010.06.041
115. Y.Zhang,, M.Brady,, & S.Smith, (2001). Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm. IEEE Transactions on Medical Imaging, 20(1), 45–57. doi:10.1109/42.906424
116. L.Zhu,, Y.Nie,, C.Chang,, J.H.Gao,, & Z.Niu, (2014). Different patterns and development characteristics of processing written logographic characters and alphabetic words: An ALE meta-analysis. Human Brain Mapping, 35(6), 2607–2618. doi:10.1002/hbm.22354
117. L.Zou,, G.Ding,, J.Abutalebi,, H.Shu,, & D.Peng, (2012). Structural plasticity of the left caudate in bimodal bilinguals. Cortex, 48(9), 1197–1206. doi:10.1016/j.cortex.2011.05.022