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Published in: Journal of Neural Transmission 9/2013

01-09-2013 | Psychiatry and Preclinical Psychiatric Studies - Review article

Tracking cerebral white matter changes across the lifespan: insights from diffusion tensor imaging studies

Authors: Qian Jun Yap, Irvin Teh, Paolo Fusar-Poli, Min Yi Sum, Carissa Kuswanto, Kang Sim

Published in: Journal of Neural Transmission | Issue 9/2013

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Abstract

Delineating the normal development of brain white matter (WM) over the human lifespan is crucial to improved understanding of underlying WM pathology in neuropsychiatric and neurological conditions. We review the extant literature concerning diffusion tensor imaging studies of brain WM development in healthy individuals available until October 2012, summarise trends of normal development of human brain WM and suggest possible future research directions. Temporally, brain WM maturation follows a curvilinear pattern with an increase in fractional anisotropy (FA) from newborn to adolescence, decelerating in adulthood till a plateau around mid-adulthood, and a more rapid decrease of FA from old age onwards. Spatially, brain WM tracts develop from central to peripheral regions, with evidence of anterior-to-posterior maturation in commissural and projection fibres. The corpus callosum and fornix develop first and decline earlier, whilst fronto-temporal WM tracts like cingulum and uncinate fasciculus have protracted maturation and decline later. Prefrontal WM is most vulnerable with greater age-related FA reduction compared with posterior WM. Future large scale studies adopting longitudinal design will better clarify human brain WM changes over time.
Literature
go back to reference Almli CR, Rivkin MJ, McKinstry RC (2007) The NHI MRI study of normal brain development (Objective-2): newborns, infants, toddlers, and preschoolers. Neuroimage 35(1):308–325CrossRefPubMed Almli CR, Rivkin MJ, McKinstry RC (2007) The NHI MRI study of normal brain development (Objective-2): newborns, infants, toddlers, and preschoolers. Neuroimage 35(1):308–325CrossRefPubMed
go back to reference Anderson VM, Wheeler-Kingshott CA, Abdel-Aziz K, Miller DH, Toosy A, Thompson AJ, Ciccarelli O (2011) A comprehensive assessment of cerebellar damage in multiple sclerosis using diffusion tractography and volumetric analysis. Mult Scler 17(9):1079–1087CrossRefPubMed Anderson VM, Wheeler-Kingshott CA, Abdel-Aziz K, Miller DH, Toosy A, Thompson AJ, Ciccarelli O (2011) A comprehensive assessment of cerebellar damage in multiple sclerosis using diffusion tractography and volumetric analysis. Mult Scler 17(9):1079–1087CrossRefPubMed
go back to reference Asato MR, Terwilliger R, Woo J, Luna B (2010) White matter development in adolescence: a DTI study. Cereb Cortex 20(9):2122–2131CrossRefPubMed Asato MR, Terwilliger R, Woo J, Luna B (2010) White matter development in adolescence: a DTI study. Cereb Cortex 20(9):2122–2131CrossRefPubMed
go back to reference Ashburner J, Friston KJ (2000) Voxel-based morphometry—the methods. Neuroimage 11(6 Pt 1):805–821CrossRefPubMed Ashburner J, Friston KJ (2000) Voxel-based morphometry—the methods. Neuroimage 11(6 Pt 1):805–821CrossRefPubMed
go back to reference Ashtari M, Cervellione KL, Hasan KM, Wu J, McIlree C, Kester H, Ardekani BA, Roofeh D, Szeszko PR, Kumra S (2007) White matter development during late adolescence in healthy males: a cross-sectional diffusion tensor imaging study. Neuroimage 35(2):501–510CrossRefPubMed Ashtari M, Cervellione KL, Hasan KM, Wu J, McIlree C, Kester H, Ardekani BA, Roofeh D, Szeszko PR, Kumra S (2007) White matter development during late adolescence in healthy males: a cross-sectional diffusion tensor imaging study. Neuroimage 35(2):501–510CrossRefPubMed
go back to reference Barnea-Goraly N, Menon V, Eckert M, Tamm L, Bammer R, Karchemskiy A, Dant CC, Reiss AL (2005) White matter development during childhood and adolescence: a cross-sectional diffusion tensor imaging study. Cereb Cortex 15(12):1848–1854CrossRefPubMed Barnea-Goraly N, Menon V, Eckert M, Tamm L, Bammer R, Karchemskiy A, Dant CC, Reiss AL (2005) White matter development during childhood and adolescence: a cross-sectional diffusion tensor imaging study. Cereb Cortex 15(12):1848–1854CrossRefPubMed
go back to reference Barrick TR, Charlton RA, Clark CA, Markus HS (2010) White matter structural decline in normal ageing: a prospective longitudinal study using tract-based spatial statistics. Neuroimage 51(2):565–577CrossRefPubMed Barrick TR, Charlton RA, Clark CA, Markus HS (2010) White matter structural decline in normal ageing: a prospective longitudinal study using tract-based spatial statistics. Neuroimage 51(2):565–577CrossRefPubMed
go back to reference Basser PJ, Mattiello J, LeBihan D (1994) Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 103(3):247–254CrossRefPubMed Basser PJ, Mattiello J, LeBihan D (1994) Estimation of the effective self-diffusion tensor from the NMR spin echo. J Magn Reson B 103(3):247–254CrossRefPubMed
go back to reference Basser PJ, Pajevic S, Pierpaoli C, Duda J, Aldroubi A (2000) In vivo fiber tractography using DT-MRI data. Magn Reson Med 44(4):625–632CrossRefPubMed Basser PJ, Pajevic S, Pierpaoli C, Duda J, Aldroubi A (2000) In vivo fiber tractography using DT-MRI data. Magn Reson Med 44(4):625–632CrossRefPubMed
go back to reference Baumann N, Pham-Dinh D (2001) Biology of oligodendrocyte and myelin in the mammalian central nervous system. Physiol Rev 81(2):871–927PubMed Baumann N, Pham-Dinh D (2001) Biology of oligodendrocyte and myelin in the mammalian central nervous system. Physiol Rev 81(2):871–927PubMed
go back to reference Bava S, Thayer R, Jacobus J, Ward M, Jernigan TL, Tapert SF (2010) Longitudinal characterization of white matter maturation during adolescence. Brain Res 1327:38–46CrossRefPubMed Bava S, Thayer R, Jacobus J, Ward M, Jernigan TL, Tapert SF (2010) Longitudinal characterization of white matter maturation during adolescence. Brain Res 1327:38–46CrossRefPubMed
go back to reference Beaulieu C (2002) The basis of anisotropic water diffusion in the nervous system—a technical review. NMR Biomed 15(7–8):435–455CrossRefPubMed Beaulieu C (2002) The basis of anisotropic water diffusion in the nervous system—a technical review. NMR Biomed 15(7–8):435–455CrossRefPubMed
go back to reference Beaulieu C, Plewes C, Paulson LA, Roy D, Snook L, Concha L, Phillips L (2005) Imaging brain connectivity in children with diverse reading ability. Neuroimage 25(4):1266–1271CrossRefPubMed Beaulieu C, Plewes C, Paulson LA, Roy D, Snook L, Concha L, Phillips L (2005) Imaging brain connectivity in children with diverse reading ability. Neuroimage 25(4):1266–1271CrossRefPubMed
go back to reference Bengtsson SL, Nagy Z, Skare S, Forsman L, Forssberg H, Ullén F (2005) Extensive piano practicing has regionally specific effects on white matter development. Nat Neurosci 8(9):1148–1150CrossRefPubMed Bengtsson SL, Nagy Z, Skare S, Forsman L, Forssberg H, Ullén F (2005) Extensive piano practicing has regionally specific effects on white matter development. Nat Neurosci 8(9):1148–1150CrossRefPubMed
go back to reference Bick AS, Mayer A, Levin N (2012) From research to clinical practice: implementation of functional magnetic imaging and white matter tractography in the clinical environment. J Neurol Sci 312(1–2):158–165CrossRefPubMed Bick AS, Mayer A, Levin N (2012) From research to clinical practice: implementation of functional magnetic imaging and white matter tractography in the clinical environment. J Neurol Sci 312(1–2):158–165CrossRefPubMed
go back to reference Brouwer RM, Mandl RC, Peper JS, van Baal GC, Kahn RS, Boomsma DI, Hulshoff Pol HE (2010) Heritability of DTI and MTR in nine-year-old children. Neuroimage 53(3):1085–1092CrossRefPubMed Brouwer RM, Mandl RC, Peper JS, van Baal GC, Kahn RS, Boomsma DI, Hulshoff Pol HE (2010) Heritability of DTI and MTR in nine-year-old children. Neuroimage 53(3):1085–1092CrossRefPubMed
go back to reference Brown R (1828) A brief description of microscopical observations made in the months of June, July and August, 1827, on the particles contained in the pollen of plants; and on the general existence of active molecules in organic and inorganic bodies. Ann Phys 14:294–313CrossRef Brown R (1828) A brief description of microscopical observations made in the months of June, July and August, 1827, on the particles contained in the pollen of plants; and on the general existence of active molecules in organic and inorganic bodies. Ann Phys 14:294–313CrossRef
go back to reference Brunberg JA, Chenevert TL, McKeever PE, Ross DA, Junck LR, Murazsko KM, Dauser R, Pipe JG, Betley AT (1995) In vivo MR determination of water diffusion coefficients and diffusion anisotropy: correlation with structural alteration in gliomas of the cerebral hemispheres. AJNR Am J Neuroradiol 16(2):361–371PubMed Brunberg JA, Chenevert TL, McKeever PE, Ross DA, Junck LR, Murazsko KM, Dauser R, Pipe JG, Betley AT (1995) In vivo MR determination of water diffusion coefficients and diffusion anisotropy: correlation with structural alteration in gliomas of the cerebral hemispheres. AJNR Am J Neuroradiol 16(2):361–371PubMed
go back to reference Büchel C, Raedler T, Sommer M, Sach M, Weiller C, Koch MA (2004) White matter asymmetry in the human brain: a diffusion tensor MRI study. Cereb Cortex 14(9):945–951CrossRefPubMed Büchel C, Raedler T, Sommer M, Sach M, Weiller C, Koch MA (2004) White matter asymmetry in the human brain: a diffusion tensor MRI study. Cereb Cortex 14(9):945–951CrossRefPubMed
go back to reference Cader S, Johansen-Berg H, Wylezinska M, Palace J, Behrens TE, Smith S, Matthews PM (2007) Discordant white matter N-acetylaspartate and diffusion MRI measures suggest that chronic metabolic dysfunction contributes to axonal pathology in multiple sclerosis. Neuroimage 36(1):19–27CrossRefPubMed Cader S, Johansen-Berg H, Wylezinska M, Palace J, Behrens TE, Smith S, Matthews PM (2007) Discordant white matter N-acetylaspartate and diffusion MRI measures suggest that chronic metabolic dysfunction contributes to axonal pathology in multiple sclerosis. Neuroimage 36(1):19–27CrossRefPubMed
go back to reference Chiang MC, Barysheva M, Shattuck DW, Lee AD, Madsen SK, Avedissian C, Klunder AD, Toga AW, McMahon KL, de Zubicaray GI, Wright MJ, Srivastava A, Baloy N, Thompson PM (2009) Genetics of brain fiber architecture and intellectual performance. J Neurosci 29(7):2212–2224CrossRefPubMed Chiang MC, Barysheva M, Shattuck DW, Lee AD, Madsen SK, Avedissian C, Klunder AD, Toga AW, McMahon KL, de Zubicaray GI, Wright MJ, Srivastava A, Baloy N, Thompson PM (2009) Genetics of brain fiber architecture and intellectual performance. J Neurosci 29(7):2212–2224CrossRefPubMed
go back to reference Clayden JD, Jentschke S, Muñoz M, Cooper JM, Chadwick MJ, Blanks T, Clark CA, Vargha-Khadem F (2012) Normative development of white matter tracts: similarities and differences in relation to age, gender, and intelligence. Cereb Cortex 22(8):1738–1747CrossRefPubMed Clayden JD, Jentschke S, Muñoz M, Cooper JM, Chadwick MJ, Blanks T, Clark CA, Vargha-Khadem F (2012) Normative development of white matter tracts: similarities and differences in relation to age, gender, and intelligence. Cereb Cortex 22(8):1738–1747CrossRefPubMed
go back to reference Deutsch GK, Dougherty RF, Bammer R, Siok WT, Gabrieli JD, Wandell B (2005) Children’s reading performance is correlated with white matter structure measured by diffusion tensor imaging. Cortex 41(3):354–363CrossRefPubMed Deutsch GK, Dougherty RF, Bammer R, Siok WT, Gabrieli JD, Wandell B (2005) Children’s reading performance is correlated with white matter structure measured by diffusion tensor imaging. Cortex 41(3):354–363CrossRefPubMed
go back to reference Filippi M, Horsfield MA, Rovaris M, Yousry T, Rocca MA, Baratti C, Bressi S, Comi G (1998) Intraobserver and interobserver variability in schemes for estimating volume of brain lesions on MR images in multiple sclerosis. AJNR Am J Neuroradiol 19(2):239–244PubMed Filippi M, Horsfield MA, Rovaris M, Yousry T, Rocca MA, Baratti C, Bressi S, Comi G (1998) Intraobserver and interobserver variability in schemes for estimating volume of brain lesions on MR images in multiple sclerosis. AJNR Am J Neuroradiol 19(2):239–244PubMed
go back to reference Filippi M, Cercignani M, Inglese M, Horsfield MA, Comi G (2001) Diffusion tensor magnetic resonance imaging in multiple sclerosis. Neurology 56(3):304–311CrossRefPubMed Filippi M, Cercignani M, Inglese M, Horsfield MA, Comi G (2001) Diffusion tensor magnetic resonance imaging in multiple sclerosis. Neurology 56(3):304–311CrossRefPubMed
go back to reference Fink F, Eling P, Rischkau E, Beyer N, Tomandl B, Klein J, Hildebrandt H (2010) The association between California Verbal Learning Test performance and fibre impairment in multiple sclerosis: evidence from diffusion tensor imaging. Mult Scler 16(3):332–341CrossRefPubMed Fink F, Eling P, Rischkau E, Beyer N, Tomandl B, Klein J, Hildebrandt H (2010) The association between California Verbal Learning Test performance and fibre impairment in multiple sclerosis: evidence from diffusion tensor imaging. Mult Scler 16(3):332–341CrossRefPubMed
go back to reference Gao W, Lin W, Chen Y, Gerig G, Smith JK, Jewells V, Gilmore JH (2009) Temporal and spatial development of axonal maturation and myelination of white matter in the developing brain. AJNR Am J Neuroradiol 30(2):290–296CrossRefPubMed Gao W, Lin W, Chen Y, Gerig G, Smith JK, Jewells V, Gilmore JH (2009) Temporal and spatial development of axonal maturation and myelination of white matter in the developing brain. AJNR Am J Neuroradiol 30(2):290–296CrossRefPubMed
go back to reference Gilmore JH, Lin W, Prastawa MW, Looney CB, Vetsa YS, Knickmeyer RC, Evans DD, Smith JK, Hamer RM, Lieberman JA, Gerig G (2007) Regional gray matter growth, sexual dimorphism, and cerebral asymmetry in the neonatal brain. J Neurosci 27(6):1255–1260CrossRefPubMed Gilmore JH, Lin W, Prastawa MW, Looney CB, Vetsa YS, Knickmeyer RC, Evans DD, Smith JK, Hamer RM, Lieberman JA, Gerig G (2007) Regional gray matter growth, sexual dimorphism, and cerebral asymmetry in the neonatal brain. J Neurosci 27(6):1255–1260CrossRefPubMed
go back to reference Giorgio A, Watkins KE, Douaud G, James AC, James S, De Stefano N, Matthews PM, Smith SM, Johansen-Berg H (2008) Changes in white matter microstructure during adolescence. Neuroimage 39(1):52–61CrossRefPubMed Giorgio A, Watkins KE, Douaud G, James AC, James S, De Stefano N, Matthews PM, Smith SM, Johansen-Berg H (2008) Changes in white matter microstructure during adolescence. Neuroimage 39(1):52–61CrossRefPubMed
go back to reference Giorgio A, Santelli L, Tomassini V, Bosnell R, Smith S, De Stefano N, Johansen-Berg H (2010a) Age-related changes in grey and white matter structure throughout adulthood. Neuroimage 51(3):943–951CrossRefPubMed Giorgio A, Santelli L, Tomassini V, Bosnell R, Smith S, De Stefano N, Johansen-Berg H (2010a) Age-related changes in grey and white matter structure throughout adulthood. Neuroimage 51(3):943–951CrossRefPubMed
go back to reference Giorgio A, Watkins KE, Chadwick M, James S, Winmill L, Douaud G, De Stefano N, Matthews PM, Smith SM, Johansen-Berg H, James AC (2010b) Longitudinal changes in grey and white matter during adolescence. Neuroimage 49(1):94–103CrossRefPubMed Giorgio A, Watkins KE, Chadwick M, James S, Winmill L, Douaud G, De Stefano N, Matthews PM, Smith SM, Johansen-Berg H, James AC (2010b) Longitudinal changes in grey and white matter during adolescence. Neuroimage 49(1):94–103CrossRefPubMed
go back to reference Gorgoraptis N, Wheeler-Kingshott CA, Jenkins TM, Altmann DR, Miller DH, Thompson AJ, Ciccarelli O (2010) Combining tractography and cortical measures to test system-specific hypotheses in multiple sclerosis. Mult Scler 16(5):555–595CrossRefPubMed Gorgoraptis N, Wheeler-Kingshott CA, Jenkins TM, Altmann DR, Miller DH, Thompson AJ, Ciccarelli O (2010) Combining tractography and cortical measures to test system-specific hypotheses in multiple sclerosis. Mult Scler 16(5):555–595CrossRefPubMed
go back to reference Groeschel S, Vollmer B, King MD, Connelly A (2010) Developmental changes in cerebral grey and white matter volume from infancy to adulthood. Int J Dev Neurosci 28(6):481–489CrossRefPubMed Groeschel S, Vollmer B, King MD, Connelly A (2010) Developmental changes in cerebral grey and white matter volume from infancy to adulthood. Int J Dev Neurosci 28(6):481–489CrossRefPubMed
go back to reference Hannoun S, Bagory M, Durand-Dubief F, Ibarrola D, Comte JC, Confavreux C, Cotton F, Sappey Marinier D (2012) Correlation of diffusion and metabolic alterations in different clinical forms of multiple sclerosis. PLoS One 7(3):e32525CrossRefPubMed Hannoun S, Bagory M, Durand-Dubief F, Ibarrola D, Comte JC, Confavreux C, Cotton F, Sappey Marinier D (2012) Correlation of diffusion and metabolic alterations in different clinical forms of multiple sclerosis. PLoS One 7(3):e32525CrossRefPubMed
go back to reference Harrison DM, Caffo BS, Shiee N, Farrell JA, Bazin PL, Farrell SK, Ratchford JN, Calabresi PA, Reich DS (2011) Longitudinal changes in diffusion tensor-based quantitative MRI in multiple sclerosis. Neurology 76(2):179–186CrossRefPubMed Harrison DM, Caffo BS, Shiee N, Farrell JA, Bazin PL, Farrell SK, Ratchford JN, Calabresi PA, Reich DS (2011) Longitudinal changes in diffusion tensor-based quantitative MRI in multiple sclerosis. Neurology 76(2):179–186CrossRefPubMed
go back to reference Harrison DM, Shiee N, Bazin PL, Newsome SD, Ratchford JN, Pham D, Calabresi PA, Reich DS (2012) Tract-specific quantitative MRI better correlates with disability than conventional MRI in multiple sclerosis. J Neurol (Epub ahead of print) Harrison DM, Shiee N, Bazin PL, Newsome SD, Ratchford JN, Pham D, Calabresi PA, Reich DS (2012) Tract-specific quantitative MRI better correlates with disability than conventional MRI in multiple sclerosis. J Neurol (Epub ahead of print)
go back to reference Hasan KM, Kamali A, Abid H, Kramer LA, Fletcher JM, Ewing-Cobbs L (2010) Quantification of the spatiotemporal microstructural organization of the human brain association, projection and commissural pathways across the lifespan using diffusion tensor tractography. Brain Struct Funct 214(4):361–373CrossRefPubMed Hasan KM, Kamali A, Abid H, Kramer LA, Fletcher JM, Ewing-Cobbs L (2010) Quantification of the spatiotemporal microstructural organization of the human brain association, projection and commissural pathways across the lifespan using diffusion tensor tractography. Brain Struct Funct 214(4):361–373CrossRefPubMed
go back to reference Hermoye L, Saint-Martin C, Cosnard G, Lee SK, Kim J, Nassogne MC, Menten R, Clapuyt P, Donohue PK, Hua K, Wakana S, Jiang H, van Zijl PC, Mori S (2006) Pediatric diffusion tensor imaging: normal database and observation of the white matter maturation in early childhood. Neuroimage 29(1):493–504CrossRefPubMed Hermoye L, Saint-Martin C, Cosnard G, Lee SK, Kim J, Nassogne MC, Menten R, Clapuyt P, Donohue PK, Hua K, Wakana S, Jiang H, van Zijl PC, Mori S (2006) Pediatric diffusion tensor imaging: normal database and observation of the white matter maturation in early childhood. Neuroimage 29(1):493–504CrossRefPubMed
go back to reference Holodny AI, Schwartz TH, Ollenschleger M, Liu WC, Schulder M (2001) Tumor involvement of the corticospinal tract: diffusion magnetic resonance tractography with intraoperative correlation. J Neurosurg 95(6):1082CrossRefPubMed Holodny AI, Schwartz TH, Ollenschleger M, Liu WC, Schulder M (2001) Tumor involvement of the corticospinal tract: diffusion magnetic resonance tractography with intraoperative correlation. J Neurosurg 95(6):1082CrossRefPubMed
go back to reference Huang H, Zhang J, Wakana S, Zhang W, Ren T, Richards LJ, Yarowsky P, Donohue P, Graham E, van Zijl PC, Mori S (2006) White and gray matter development in human fetal, newborn and pediatric brains. Neuroimage 33(1):27–38CrossRefPubMed Huang H, Zhang J, Wakana S, Zhang W, Ren T, Richards LJ, Yarowsky P, Donohue P, Graham E, van Zijl PC, Mori S (2006) White and gray matter development in human fetal, newborn and pediatric brains. Neuroimage 33(1):27–38CrossRefPubMed
go back to reference Huang H, Xue R, Zhang J, Ren T, Richards LJ, Yarowsky P, Miller MI, Mori S (2009) Anatomical characterization of human fetal brain development with diffusion tensor magnetic resonance imaging. J Neurosci 29(13):4263–4273CrossRefPubMed Huang H, Xue R, Zhang J, Ren T, Richards LJ, Yarowsky P, Miller MI, Mori S (2009) Anatomical characterization of human fetal brain development with diffusion tensor magnetic resonance imaging. J Neurosci 29(13):4263–4273CrossRefPubMed
go back to reference Hugenschmidt CE, Peiffer AM, Kraft RA, Casanova R, Deibler AR, Burdette JH, Maldjian JA, Laurienti PJ (2008) Relating imaging indices of white matter integrity and volume in healthy older adults. Cereb Cortex 18(2):433–442CrossRefPubMed Hugenschmidt CE, Peiffer AM, Kraft RA, Casanova R, Deibler AR, Burdette JH, Maldjian JA, Laurienti PJ (2008) Relating imaging indices of white matter integrity and volume in healthy older adults. Cereb Cortex 18(2):433–442CrossRefPubMed
go back to reference Igarashi H, Katayama Y, Tsuganezawa T, Yamamuro M, Terashi A, Owan C (1998) Three-dimensional anisotropy contrast (3DAC) magnetic resonance imaging of the human brain: application to assess wallerian degeneration. Intern Med 37(8):662–668CrossRefPubMed Igarashi H, Katayama Y, Tsuganezawa T, Yamamuro M, Terashi A, Owan C (1998) Three-dimensional anisotropy contrast (3DAC) magnetic resonance imaging of the human brain: application to assess wallerian degeneration. Intern Med 37(8):662–668CrossRefPubMed
go back to reference Imfeld A, Oechslin MS, Meyer M, Loenneker T, Jancke L (2009) White matter plasticity in the corticospinal tract of musicians: a diffusion tensor imaging study. Neuroimage 46(3):600–607CrossRefPubMed Imfeld A, Oechslin MS, Meyer M, Loenneker T, Jancke L (2009) White matter plasticity in the corticospinal tract of musicians: a diffusion tensor imaging study. Neuroimage 46(3):600–607CrossRefPubMed
go back to reference Imperati D, Colcombe S, Kelly C, Di Martino A, Zhou J, Castellanos FX, Milham MP (2011) Differential development of human brain white matter tracts. PLoS One 6(8):e23437CrossRefPubMed Imperati D, Colcombe S, Kelly C, Di Martino A, Zhou J, Castellanos FX, Milham MP (2011) Differential development of human brain white matter tracts. PLoS One 6(8):e23437CrossRefPubMed
go back to reference Jones DK (2009) Determining and visualizing uncertainty in estimates of fiber orientation from diffusion tensor MRI. Magn Reson Med 49(1):7–12CrossRef Jones DK (2009) Determining and visualizing uncertainty in estimates of fiber orientation from diffusion tensor MRI. Magn Reson Med 49(1):7–12CrossRef
go back to reference Jones DK, Basser PJ (2004) “Squashing peanuts and smashing pumpkins”: how noise distorts diffusion-weighted MR data. Magn Reson Med 52(5):979–993CrossRefPubMed Jones DK, Basser PJ (2004) “Squashing peanuts and smashing pumpkins”: how noise distorts diffusion-weighted MR data. Magn Reson Med 52(5):979–993CrossRefPubMed
go back to reference Jones DK, Horsfield MA, Simmons A (1999) Optimal strategies for measuring diffusion in anisotropic systems by magnetic resonance imaging. Magn Reson Med 42(3):515–525CrossRefPubMed Jones DK, Horsfield MA, Simmons A (1999) Optimal strategies for measuring diffusion in anisotropic systems by magnetic resonance imaging. Magn Reson Med 42(3):515–525CrossRefPubMed
go back to reference Karlsgodt KH, van Erp TG, Poldrack RA, Bearden CE, Nuechterlein KH, Cannon TD (2008) Diffusion tensor imaging of the superior longitudinal fasciculus and working memory in recent-onset schizophrenia. Biol Psychiatry 63(5):512–518CrossRefPubMed Karlsgodt KH, van Erp TG, Poldrack RA, Bearden CE, Nuechterlein KH, Cannon TD (2008) Diffusion tensor imaging of the superior longitudinal fasciculus and working memory in recent-onset schizophrenia. Biol Psychiatry 63(5):512–518CrossRefPubMed
go back to reference Kerchner GA, Racine CA, Hale S, Wilheim R, Laluz V, Miller BL, Kramer JH (2012) Cognitive processing speed in older adults: relationship with white matter integrity. PLoS One 7(11):e50425CrossRefPubMed Kerchner GA, Racine CA, Hale S, Wilheim R, Laluz V, Miller BL, Kramer JH (2012) Cognitive processing speed in older adults: relationship with white matter integrity. PLoS One 7(11):e50425CrossRefPubMed
go back to reference Kern KC, Sarcona J, Montag M, Giesser BS, Sicotte NL (2011) Corpus callosal diffusivity predicts motor impairment in relapsing-remitting multiple sclerosis: a TBSS and tractography study. Neuroimage 55(3):1169–1177CrossRefPubMed Kern KC, Sarcona J, Montag M, Giesser BS, Sicotte NL (2011) Corpus callosal diffusivity predicts motor impairment in relapsing-remitting multiple sclerosis: a TBSS and tractography study. Neuroimage 55(3):1169–1177CrossRefPubMed
go back to reference Kim JH, Budde MD, Liang HF, Klein RS, Russell JH, Cross AH, Song SK (2006) Detecting axon damage in spinal cord from a mouse model of multiple sclerosis. Neurobiol Dis 21(3):626–632CrossRefPubMed Kim JH, Budde MD, Liang HF, Klein RS, Russell JH, Cross AH, Song SK (2006) Detecting axon damage in spinal cord from a mouse model of multiple sclerosis. Neurobiol Dis 21(3):626–632CrossRefPubMed
go back to reference Klingberg T, Vaidya CJ, Gabrieli JD, Moseley ME, Hedehus M (1999) Myelination and organization of the frontal white matter in children: a diffusion tensor MRI study. NeuroReport 10(13):2817–2821CrossRefPubMed Klingberg T, Vaidya CJ, Gabrieli JD, Moseley ME, Hedehus M (1999) Myelination and organization of the frontal white matter in children: a diffusion tensor MRI study. NeuroReport 10(13):2817–2821CrossRefPubMed
go back to reference Klingberg T, Hedehus M, Temple E, Salz T, Gabrieli JD, Moseley ME, Poldrack RA (2000) Microstructure of temporo-parietal white matter as a basis for reading ability: evidence from diffusion tensor magnetic resonance imaging. Neuron 25(2):493–500CrossRefPubMed Klingberg T, Hedehus M, Temple E, Salz T, Gabrieli JD, Moseley ME, Poldrack RA (2000) Microstructure of temporo-parietal white matter as a basis for reading ability: evidence from diffusion tensor magnetic resonance imaging. Neuron 25(2):493–500CrossRefPubMed
go back to reference Koch MA, Norris DG, Hund-Georgiadis M (2002) An investigation of functional and anatomical connectivity using magnetic resonance imaging. Neuroimage 16(1):241–250CrossRefPubMed Koch MA, Norris DG, Hund-Georgiadis M (2002) An investigation of functional and anatomical connectivity using magnetic resonance imaging. Neuroimage 16(1):241–250CrossRefPubMed
go back to reference Koch K, Wagner G, Schachtzabel C, Schultz CC, Güllmar D, Reichenbach JR, Sauer H, Schlösser RG (2012) Age-dependent visuomotor performance and white matter structure: a DTI study. Brain Struct Funct (Epub ahead of print) Koch K, Wagner G, Schachtzabel C, Schultz CC, Güllmar D, Reichenbach JR, Sauer H, Schlösser RG (2012) Age-dependent visuomotor performance and white matter structure: a DTI study. Brain Struct Funct (Epub ahead of print)
go back to reference Le Bihan D, Breton E, Lallemand D, Grenier P, Canabis E, Laval-Jeantet M (1986) MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology 161(2):401–407PubMed Le Bihan D, Breton E, Lallemand D, Grenier P, Canabis E, Laval-Jeantet M (1986) MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. Radiology 161(2):401–407PubMed
go back to reference Lebel C, Walker L, Leemans A, Phillips L, Beaulieu C (2008) Microstructural maturation of the human brain from childhood to adulthood. Neuroimage 40(3):1044–1055CrossRefPubMed Lebel C, Walker L, Leemans A, Phillips L, Beaulieu C (2008) Microstructural maturation of the human brain from childhood to adulthood. Neuroimage 40(3):1044–1055CrossRefPubMed
go back to reference Lebel C, Gee M, Camicioli R, Wieler M, Martin W, Beaulieu C (2012) Diffusion tensor imaging of white matter tract evolution over the lifespan. Neuroimage 60(1):340–352CrossRefPubMed Lebel C, Gee M, Camicioli R, Wieler M, Martin W, Beaulieu C (2012) Diffusion tensor imaging of white matter tract evolution over the lifespan. Neuroimage 60(1):340–352CrossRefPubMed
go back to reference Lee SK (2012) Diffusion tensor and perfusion imaging of brain tumors in high-field MR imaging. Neuroimaging Clin N Am 22(2):123–134CrossRefPubMed Lee SK (2012) Diffusion tensor and perfusion imaging of brain tumors in high-field MR imaging. Neuroimaging Clin N Am 22(2):123–134CrossRefPubMed
go back to reference Lim KO, Helpern JA (2002) Neuropsychiatric applications of DTI—a review. NMR Biomed 15(7–8):587–593CrossRefPubMed Lim KO, Helpern JA (2002) Neuropsychiatric applications of DTI—a review. NMR Biomed 15(7–8):587–593CrossRefPubMed
go back to reference Madan N, Grant PE (2009) New directions in clinical imaging of cortical dysplasias. Epilepsia 50(Suppl 9):9–18CrossRefPubMed Madan N, Grant PE (2009) New directions in clinical imaging of cortical dysplasias. Epilepsia 50(Suppl 9):9–18CrossRefPubMed
go back to reference Menzler K, Belke M, Wehrmann E, Krakow K, Lengler U, Jansen A, Hamer HM, Oertel WH, Rosenow F, Knake S (2011) Men and women are different: diffusion tensor imaging reveals sexual dimorphism in the microstructure of the thalamus, corpus callosum and cingulum. Neuroimage 54(4):2557–2562CrossRefPubMed Menzler K, Belke M, Wehrmann E, Krakow K, Lengler U, Jansen A, Hamer HM, Oertel WH, Rosenow F, Knake S (2011) Men and women are different: diffusion tensor imaging reveals sexual dimorphism in the microstructure of the thalamus, corpus callosum and cingulum. Neuroimage 54(4):2557–2562CrossRefPubMed
go back to reference Mesaros S, Rocca MA, Kacar K, Kostic J, Copetti M, Stosic-Opincal T, Preziosa P, Sala S, Riccitelli G, Horsfield MA, Drulovic J, Comi G, Filippi M (2012) Diffusion tensor MRI tractography and cognitive impairment in multiple sclerosis. Neurology 78(13):969–975CrossRefPubMed Mesaros S, Rocca MA, Kacar K, Kostic J, Copetti M, Stosic-Opincal T, Preziosa P, Sala S, Riccitelli G, Horsfield MA, Drulovic J, Comi G, Filippi M (2012) Diffusion tensor MRI tractography and cognitive impairment in multiple sclerosis. Neurology 78(13):969–975CrossRefPubMed
go back to reference Michielse S, Coupland N, Camicioli R, Carter R, Seres P, Sabino J, Malykhin N (2010) Selective effects of aging on brain white matter microstructure: a diffusion tensor imaging tractography study. Neuroimage 52(4):1190–1201CrossRefPubMed Michielse S, Coupland N, Camicioli R, Carter R, Seres P, Sabino J, Malykhin N (2010) Selective effects of aging on brain white matter microstructure: a diffusion tensor imaging tractography study. Neuroimage 52(4):1190–1201CrossRefPubMed
go back to reference Mitchell JR, Karlik SJ, Lee DH, Eliasziw M, Rice GP, Fenster A (1996) The variability of manual and computer assisted quantification of multiple sclerosis lesion volumes. Med Phys 23(1):85–97CrossRefPubMed Mitchell JR, Karlik SJ, Lee DH, Eliasziw M, Rice GP, Fenster A (1996) The variability of manual and computer assisted quantification of multiple sclerosis lesion volumes. Med Phys 23(1):85–97CrossRefPubMed
go back to reference Moseley ME, Cohen Y, Kucharczyk J, Mintorovitch J, Asgari HS, Wendland MF, Tsuruda J, Norman D (1990) Diffusion-weighted MR imaging of anisotropic water diffusion in cat central nervous system. Radiology 176(2):439–445PubMed Moseley ME, Cohen Y, Kucharczyk J, Mintorovitch J, Asgari HS, Wendland MF, Tsuruda J, Norman D (1990) Diffusion-weighted MR imaging of anisotropic water diffusion in cat central nervous system. Radiology 176(2):439–445PubMed
go back to reference Mukherjee P, Miller JH, Shimony JS, Conturo TE, Lee BC, Almli CR, McKinstry RC (2001) Normal brain maturation during childhood: developmental trends characterized with diffusion-tensor MR imaging. Radiology 221(2):349–358CrossRefPubMed Mukherjee P, Miller JH, Shimony JS, Conturo TE, Lee BC, Almli CR, McKinstry RC (2001) Normal brain maturation during childhood: developmental trends characterized with diffusion-tensor MR imaging. Radiology 221(2):349–358CrossRefPubMed
go back to reference Papadakis NG, Murrills CD, Hall LD, Huang CL, Adrian Carpenter T (2000) Minimal gradient encoding for robust estimation of diffusion anisotropy. Magn Reson Imaging 18(6):671–679CrossRefPubMed Papadakis NG, Murrills CD, Hall LD, Huang CL, Adrian Carpenter T (2000) Minimal gradient encoding for robust estimation of diffusion anisotropy. Magn Reson Imaging 18(6):671–679CrossRefPubMed
go back to reference Parker GJ, Haroon HA, Wheeler-Kingshott CA (2003) A framework for a streamline-based probabilistic index of connectivity (PICo) using a structural interpretation of MRI diffusion measurements. J Magn Reson Imaging 18(2):242–254CrossRefPubMed Parker GJ, Haroon HA, Wheeler-Kingshott CA (2003) A framework for a streamline-based probabilistic index of connectivity (PICo) using a structural interpretation of MRI diffusion measurements. J Magn Reson Imaging 18(2):242–254CrossRefPubMed
go back to reference Pfefferbaum A, Sullivan EV, Hedehus M, Lim KO, Adalsteinsson E, Moseley M (2000) Age-related decline in brain white matter anisotropy measured with spatially corrected echo-planar diffusion tensor imaging. Magn Reson Med 44(2):259–268CrossRefPubMed Pfefferbaum A, Sullivan EV, Hedehus M, Lim KO, Adalsteinsson E, Moseley M (2000) Age-related decline in brain white matter anisotropy measured with spatially corrected echo-planar diffusion tensor imaging. Magn Reson Med 44(2):259–268CrossRefPubMed
go back to reference Pfefferbaum A, Adalsteinsson E, Sullivan EV (2005) Frontal circuitry degradation marks healthy adult aging: evidence from diffusion tensor imaging. Neuroimage 26(3):891–899CrossRefPubMed Pfefferbaum A, Adalsteinsson E, Sullivan EV (2005) Frontal circuitry degradation marks healthy adult aging: evidence from diffusion tensor imaging. Neuroimage 26(3):891–899CrossRefPubMed
go back to reference Provenzale JM, Liang L, DeLong D, White LE (2007) Diffusion tensor imaging assessment of brain white matter maturation during the first postnatal year. AJR Am J Roentgenol 189(2):476–486CrossRefPubMed Provenzale JM, Liang L, DeLong D, White LE (2007) Diffusion tensor imaging assessment of brain white matter maturation during the first postnatal year. AJR Am J Roentgenol 189(2):476–486CrossRefPubMed
go back to reference Qiu A, Fortier MV, Bai J, Zhang X, Chong YS, Kwek K, Saw SM, Godfrey KM, Gluckman PD, Meaney MJ (2013) Morphology and microstructure of subcortical structures at birth: A large-scale Asian neonatal neuroimaging study. Neuroimage 65:315–23 Qiu A, Fortier MV, Bai J, Zhang X, Chong YS, Kwek K, Saw SM, Godfrey KM, Gluckman PD, Meaney MJ (2013) Morphology and microstructure of subcortical structures at birth: A large-scale Asian neonatal neuroimaging study. Neuroimage 65:315–23
go back to reference Rashid W, Hadjiprocopis A, Griffin CM, Chard DT, Davies GR, Barker GJ, Tofts PS, Thompson AJ, Miller DH (2004) Diffusion tensor imaging of early relapsing–remitting multiple sclerosis with histogram analysis using automated segmentation and brain volume correction. Mult Scler 10(1):9–15CrossRefPubMed Rashid W, Hadjiprocopis A, Griffin CM, Chard DT, Davies GR, Barker GJ, Tofts PS, Thompson AJ, Miller DH (2004) Diffusion tensor imaging of early relapsing–remitting multiple sclerosis with histogram analysis using automated segmentation and brain volume correction. Mult Scler 10(1):9–15CrossRefPubMed
go back to reference Rashid W, Hadjiprocopis A, Davies G, Griffin C, Chard D, Tiberio M, Altmann D, Wheeler-Kingshott C, Tozer D, Thompson A, Miller DH (2008) Longitudinal evaluation of clinically early relapsing-remitting multiple sclerosis with diffusion tensor imaging. J Neurol 255(3):390–397CrossRefPubMed Rashid W, Hadjiprocopis A, Davies G, Griffin C, Chard D, Tiberio M, Altmann D, Wheeler-Kingshott C, Tozer D, Thompson A, Miller DH (2008) Longitudinal evaluation of clinically early relapsing-remitting multiple sclerosis with diffusion tensor imaging. J Neurol 255(3):390–397CrossRefPubMed
go back to reference Rimkus Cde M, Junqueira Tde F, Lyra KP, Jackowski MP, Machado MA, Miotto EC, Callegaro D, Otaduy MC, Leite Cda C (2011) Corpus callosum microstructural changes correlate with cognitive dysfunction in early stages of relapsing-remitting multiple sclerosis: axial and radial diffusivities approach. Mult Scler Int 2011:304875PubMed Rimkus Cde M, Junqueira Tde F, Lyra KP, Jackowski MP, Machado MA, Miotto EC, Callegaro D, Otaduy MC, Leite Cda C (2011) Corpus callosum microstructural changes correlate with cognitive dysfunction in early stages of relapsing-remitting multiple sclerosis: axial and radial diffusivities approach. Mult Scler Int 2011:304875PubMed
go back to reference Rocca MA, Valsasina P, Absinta M, Riccitelli G, Rodegher ME, Misci P, Rossi P, Falini A, Comi G, Filippi M (2010) Default-mode network dysfunction and cognitive impairment in progressive MS. Neurology 74(16):1252–1259CrossRefPubMed Rocca MA, Valsasina P, Absinta M, Riccitelli G, Rodegher ME, Misci P, Rossi P, Falini A, Comi G, Filippi M (2010) Default-mode network dysfunction and cognitive impairment in progressive MS. Neurology 74(16):1252–1259CrossRefPubMed
go back to reference Roosendaal SD, Geurts JJ, Vrenken H, Hulst HE, Cover KS, Castelijns JA, Pouwels PJ, Barkhof F (2009) Regional DTI differences in multiple sclerosis patients. Neuroimage 44(4):1397–1403CrossRefPubMed Roosendaal SD, Geurts JJ, Vrenken H, Hulst HE, Cover KS, Castelijns JA, Pouwels PJ, Barkhof F (2009) Regional DTI differences in multiple sclerosis patients. Neuroimage 44(4):1397–1403CrossRefPubMed
go back to reference Saksena S, Husain N, Malik GK, Trivedi R, Sarma M, Rathore RS, Pandey CM, Gupta RK (2008) Comparative evaluation of the cerebral and cerebellar white matter development in pediatric age group using quantitative diffusion tensor imaging. Cerebellum 7(3):392–400CrossRefPubMed Saksena S, Husain N, Malik GK, Trivedi R, Sarma M, Rathore RS, Pandey CM, Gupta RK (2008) Comparative evaluation of the cerebral and cerebellar white matter development in pediatric age group using quantitative diffusion tensor imaging. Cerebellum 7(3):392–400CrossRefPubMed
go back to reference Salat DH, Tuch DS, Greve DN, van der Kouwe AJ, Hevelone ND, Zaleta AK, Rosen BR, Fischl B, Corkin S, Rosas HD, Dale AM (2005) Age-related alterations in white matter microstructure measured by diffusion tensor imaging. Neurobiol Aging 26(8):1215–1227CrossRefPubMed Salat DH, Tuch DS, Greve DN, van der Kouwe AJ, Hevelone ND, Zaleta AK, Rosen BR, Fischl B, Corkin S, Rosas HD, Dale AM (2005) Age-related alterations in white matter microstructure measured by diffusion tensor imaging. Neurobiol Aging 26(8):1215–1227CrossRefPubMed
go back to reference Sasson E, Doniger GM, Pasternak O, Assaf Y (2010) Structural correlates of memory performance with diffusion tensor imaging. Neuroimage 50(3):1231–1242CrossRefPubMed Sasson E, Doniger GM, Pasternak O, Assaf Y (2010) Structural correlates of memory performance with diffusion tensor imaging. Neuroimage 50(3):1231–1242CrossRefPubMed
go back to reference Schmithorst VJ, Wilke M (2002) Differences in white matter architecture between musicians and non-musicians: a diffusion tensor imaging study. Neurosci Lett 321(1–2):57–60CrossRefPubMed Schmithorst VJ, Wilke M (2002) Differences in white matter architecture between musicians and non-musicians: a diffusion tensor imaging study. Neurosci Lett 321(1–2):57–60CrossRefPubMed
go back to reference Schmithorst VJ, Wilke M, Dardzinski BJ, Holland SK (2002) Correlation of white matter diffusivity and anisotropy with age during childhood and adolescence: a cross-sectional diffusion-tensor MR imaging study. Radiology 222(1):212–218CrossRefPubMed Schmithorst VJ, Wilke M, Dardzinski BJ, Holland SK (2002) Correlation of white matter diffusivity and anisotropy with age during childhood and adolescence: a cross-sectional diffusion-tensor MR imaging study. Radiology 222(1):212–218CrossRefPubMed
go back to reference Schmithorst VJ, Holland SK, Dardzinski BJ (2008) Developmental differences in white matter architecture between boys and girls. Hum Brain Mapp 29(6):696–710CrossRefPubMed Schmithorst VJ, Holland SK, Dardzinski BJ (2008) Developmental differences in white matter architecture between boys and girls. Hum Brain Mapp 29(6):696–710CrossRefPubMed
go back to reference Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE, Mackay CE, Watkins KE, Ciccarelli O, Cader MZ, Matthews PM, Behrens TE (2006) Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. Neuroimage 31(4):1487–1505CrossRefPubMed Smith SM, Jenkinson M, Johansen-Berg H, Rueckert D, Nichols TE, Mackay CE, Watkins KE, Ciccarelli O, Cader MZ, Matthews PM, Behrens TE (2006) Tract-based spatial statistics: voxelwise analysis of multi-subject diffusion data. Neuroimage 31(4):1487–1505CrossRefPubMed
go back to reference Snook L, Paulson LA, Roy D, Phillips L, Beaulieu C (2005) Diffusion tensor imaging of neurodevelopment in children and young adults. Neuroimage 26(24):1164–1173CrossRefPubMed Snook L, Paulson LA, Roy D, Phillips L, Beaulieu C (2005) Diffusion tensor imaging of neurodevelopment in children and young adults. Neuroimage 26(24):1164–1173CrossRefPubMed
go back to reference Snook L, Plewes C, Beaulieu C (2007) Voxel based versus region of interest analysis in diffusion tensor imaging of neurodevelopment. Neuroimage 34(1):243–252CrossRefPubMed Snook L, Plewes C, Beaulieu C (2007) Voxel based versus region of interest analysis in diffusion tensor imaging of neurodevelopment. Neuroimage 34(1):243–252CrossRefPubMed
go back to reference Song SK, Sun SW, Ramsbottom MJ, Chang C, Russell J, Cross AH (2002) Dysmyelination revealed through MRI as increased radial (but unchanged axial) diffusion of water. Neuroimage 17(3):1429–1436CrossRefPubMed Song SK, Sun SW, Ramsbottom MJ, Chang C, Russell J, Cross AH (2002) Dysmyelination revealed through MRI as increased radial (but unchanged axial) diffusion of water. Neuroimage 17(3):1429–1436CrossRefPubMed
go back to reference Steel RM, Bastin ME, McConnell S, Marshall I, Cunningham-Owens DG, Lawrie SM, Johnstone EC, Best JJ (2001) Diffusion tensor imaging (DTI) and proton magnetic resonance spectroscopy (1H MRS) in schizophrenic subjects and normal controls. Psychiatry Res 106(3):161–170CrossRefPubMed Steel RM, Bastin ME, McConnell S, Marshall I, Cunningham-Owens DG, Lawrie SM, Johnstone EC, Best JJ (2001) Diffusion tensor imaging (DTI) and proton magnetic resonance spectroscopy (1H MRS) in schizophrenic subjects and normal controls. Psychiatry Res 106(3):161–170CrossRefPubMed
go back to reference Steele CJ, Scholz J, Douaud G, Johansen-Berg H, Penhune VB (2012) Structural correlates of skilled performance on a motor sequence task. Front Hum Neurosci 6:289CrossRefPubMed Steele CJ, Scholz J, Douaud G, Johansen-Berg H, Penhune VB (2012) Structural correlates of skilled performance on a motor sequence task. Front Hum Neurosci 6:289CrossRefPubMed
go back to reference Stejskal EO, Tanner JE (1965) Spin diffusion measurements: spin echoes in the presence of a time-dependent field gradient. J Chem Phys 42:288–292CrossRef Stejskal EO, Tanner JE (1965) Spin diffusion measurements: spin echoes in the presence of a time-dependent field gradient. J Chem Phys 42:288–292CrossRef
go back to reference Sullivan EV, Pfefferbaum A (2007) Neuroradiological characterization of normal adult ageing. Br J Radiol 80:S99–S108CrossRefPubMed Sullivan EV, Pfefferbaum A (2007) Neuroradiological characterization of normal adult ageing. Br J Radiol 80:S99–S108CrossRefPubMed
go back to reference Sullivan EV, Rohlfing T, Pfefferbaum A (2010) Longitudinal study of callosal microstructure in the normal adult aging brain using quantitative DTI fiber tracking. Dev Neuropsychol 35(3):233–256CrossRefPubMed Sullivan EV, Rohlfing T, Pfefferbaum A (2010) Longitudinal study of callosal microstructure in the normal adult aging brain using quantitative DTI fiber tracking. Dev Neuropsychol 35(3):233–256CrossRefPubMed
go back to reference Sun SW, Liang HF, Trinkaus K, Cross AH, Armstrong RC, Song SK (2006) Noninvasive detection of cuprizone induced axonal damage and demyelination in the mouse corpus callosum. Magn Reson Med 55(2):302–308CrossRefPubMed Sun SW, Liang HF, Trinkaus K, Cross AH, Armstrong RC, Song SK (2006) Noninvasive detection of cuprizone induced axonal damage and demyelination in the mouse corpus callosum. Magn Reson Med 55(2):302–308CrossRefPubMed
go back to reference Tamnes CK, Ostby Y, Fjell AM, Westlye LT, Due-Tønnessen P, Walhovd KB (2010) Brain maturation in adolescence and young adulthood: regional age-related changes in cortical thickness and white matter volume and microstructure. Cereb Cortex 20(3):534–548CrossRefPubMed Tamnes CK, Ostby Y, Fjell AM, Westlye LT, Due-Tønnessen P, Walhovd KB (2010) Brain maturation in adolescence and young adulthood: regional age-related changes in cortical thickness and white matter volume and microstructure. Cereb Cortex 20(3):534–548CrossRefPubMed
go back to reference Thomsen C, Henriksen O, Ring P (1987) In vivo measurement of water self diffusion in the human brain by magnetic resonance imaging. Acta Radiol 28(3):353–361CrossRefPubMed Thomsen C, Henriksen O, Ring P (1987) In vivo measurement of water self diffusion in the human brain by magnetic resonance imaging. Acta Radiol 28(3):353–361CrossRefPubMed
go back to reference Tsang JM, Dougherty RF, Deutsch GK, Wandell BA, Ben-Schachar M (2009) Frontoparietal white matter diffusion properties predict mental arithmetic skills in children. Proc Natl Acad Sci USA 106(52):22546–22551CrossRefPubMed Tsang JM, Dougherty RF, Deutsch GK, Wandell BA, Ben-Schachar M (2009) Frontoparietal white matter diffusion properties predict mental arithmetic skills in children. Proc Natl Acad Sci USA 106(52):22546–22551CrossRefPubMed
go back to reference Wahl M, Li YO, Ng J, Lahue SC, Cooper SR, Sherr EH, Mukherjee P (2010) Microstructural correlations of white matter tracts in the human brain. Neuroimage 51(2):531–541CrossRefPubMed Wahl M, Li YO, Ng J, Lahue SC, Cooper SR, Sherr EH, Mukherjee P (2010) Microstructural correlations of white matter tracts in the human brain. Neuroimage 51(2):531–541CrossRefPubMed
go back to reference Walterfang M, Wood SJ, Velakoulis D, Copolov D, Pantelis C (2005) Diseases of white matter and schizophrenia-like psychosis. Aust N Z J Psychiatry 39(9):746–756CrossRefPubMed Walterfang M, Wood SJ, Velakoulis D, Copolov D, Pantelis C (2005) Diseases of white matter and schizophrenia-like psychosis. Aust N Z J Psychiatry 39(9):746–756CrossRefPubMed
go back to reference Wen W, Zhu W, He Y, Kochan NA, Reppermund S, Slavin MJ, Brodaty H, Crawford J, Xia A, Sachdev P (2011) Discrete neuroanatomical networks are associated with specific cognitive abilities in old age. J Neurosci 31(4):1204–1212CrossRefPubMed Wen W, Zhu W, He Y, Kochan NA, Reppermund S, Slavin MJ, Brodaty H, Crawford J, Xia A, Sachdev P (2011) Discrete neuroanatomical networks are associated with specific cognitive abilities in old age. J Neurosci 31(4):1204–1212CrossRefPubMed
go back to reference Werring DJ, Clark CA, Barker GJ, Miller DH, Parker GJ, Brammer MJ, Bullmore ET, Giampietro VP, Thompson AJ (1998) The structural and functional mechanisms of motor recovery: complementary use of diffusion tensor and functional magnetic resonance imaging in a traumatic injury of the internal capsule. J Neurol Neurosurg Psychiatry 65(6):863–869CrossRefPubMed Werring DJ, Clark CA, Barker GJ, Miller DH, Parker GJ, Brammer MJ, Bullmore ET, Giampietro VP, Thompson AJ (1998) The structural and functional mechanisms of motor recovery: complementary use of diffusion tensor and functional magnetic resonance imaging in a traumatic injury of the internal capsule. J Neurol Neurosurg Psychiatry 65(6):863–869CrossRefPubMed
go back to reference Westerhausen R, Kreuder F, Dos Santos Sequeira S, Walter C, Woerner W, Wittling RA, Schweiger E, Wittling W (2004) Effects of handedness and gender on macro- and microstructure of the corpus callosum and its subregions: a combined high-resolution and diffusion-tensor MRI study. Brain Res Cogn Brain Res 21(3):418–426CrossRefPubMed Westerhausen R, Kreuder F, Dos Santos Sequeira S, Walter C, Woerner W, Wittling RA, Schweiger E, Wittling W (2004) Effects of handedness and gender on macro- and microstructure of the corpus callosum and its subregions: a combined high-resolution and diffusion-tensor MRI study. Brain Res Cogn Brain Res 21(3):418–426CrossRefPubMed
go back to reference Westin CF, Maier SE, Mamata H, Nabavi A, Jolesz FA, Kikinis R (2002) Processing and visualization for diffusion tensor MRI. Med Image Anal 6(2):93–108CrossRefPubMed Westin CF, Maier SE, Mamata H, Nabavi A, Jolesz FA, Kikinis R (2002) Processing and visualization for diffusion tensor MRI. Med Image Anal 6(2):93–108CrossRefPubMed
go back to reference Westlye LT, Walhovd KB, Dale AM, Bjørnerud A, Due-Tønnessen P, Engvig A, Grydeland H, Tamnes CK, Ostby Y, Fjell AM (2010) Life-span changes of the human brain white matter: diffusion tensor imaging (DTI) and volumetry. Cereb Cortex 20(9):2055–2068CrossRefPubMed Westlye LT, Walhovd KB, Dale AM, Bjørnerud A, Due-Tønnessen P, Engvig A, Grydeland H, Tamnes CK, Ostby Y, Fjell AM (2010) Life-span changes of the human brain white matter: diffusion tensor imaging (DTI) and volumetry. Cereb Cortex 20(9):2055–2068CrossRefPubMed
go back to reference Wheeler-Kingshott CA, Cercignani M (2009) About “axial” and “radial” diffusivities. Magn Reson Med 61(5):1255–1260CrossRefPubMed Wheeler-Kingshott CA, Cercignani M (2009) About “axial” and “radial” diffusivities. Magn Reson Med 61(5):1255–1260CrossRefPubMed
go back to reference Xue R, van Zijl PC, Crain BJ, Solaiyappan M, Mori S (1999) In vivo three-dimensional reconstruction of rat brain axonal projections by diffusion tensor imaging. Magn Reson Med 42(6):1123–1127CrossRefPubMed Xue R, van Zijl PC, Crain BJ, Solaiyappan M, Mori S (1999) In vivo three-dimensional reconstruction of rat brain axonal projections by diffusion tensor imaging. Magn Reson Med 42(6):1123–1127CrossRefPubMed
go back to reference Yang Q, Tress BM, Barber PA, Desmond PM, Darby DG, Gerraty RP, Li T, Davis SM (1999) Serial study of apparent diffusion coefficient and anisotropy in patients with acute stroke. Stroke 30(11):2382–2390CrossRefPubMed Yang Q, Tress BM, Barber PA, Desmond PM, Darby DG, Gerraty RP, Li T, Davis SM (1999) Serial study of apparent diffusion coefficient and anisotropy in patients with acute stroke. Stroke 30(11):2382–2390CrossRefPubMed
go back to reference Ystad M, Hodneland E, Adolfsdottir S, Haász J, Lundervold AJ, Eichele T, Lundervold A (2011) Cortico-striatal connectivity and cognition in normal aging: a combined DTI and resting state fMRI study. Neuroimage 55(1):24–31CrossRefPubMed Ystad M, Hodneland E, Adolfsdottir S, Haász J, Lundervold AJ, Eichele T, Lundervold A (2011) Cortico-striatal connectivity and cognition in normal aging: a combined DTI and resting state fMRI study. Neuroimage 55(1):24–31CrossRefPubMed
go back to reference Yu HJ, Christodoulou C, Bhise V, Greenblatt D, Patel Y, Serafin D, Melatic-Savatic M, Krupp LB, Wagshul ME (2012) Multiple white matter tract abnormalities underlie cognitive impairment in RRMS. Neuroimage 59(4):3713–3722CrossRefPubMed Yu HJ, Christodoulou C, Bhise V, Greenblatt D, Patel Y, Serafin D, Melatic-Savatic M, Krupp LB, Wagshul ME (2012) Multiple white matter tract abnormalities underlie cognitive impairment in RRMS. Neuroimage 59(4):3713–3722CrossRefPubMed
go back to reference Zahr NM, Rohlfing T, Pfefferbaum A, Sullivan EV (2009) Problem solving, working memory, and motor correlates of association and commissural fiber bundles in normal aging: a quantitative fiber tracking study. Neuroimage 44(3):1050–1062CrossRefPubMed Zahr NM, Rohlfing T, Pfefferbaum A, Sullivan EV (2009) Problem solving, working memory, and motor correlates of association and commissural fiber bundles in normal aging: a quantitative fiber tracking study. Neuroimage 44(3):1050–1062CrossRefPubMed
go back to reference Zhang YT, Zhang CY, Zhang J, Li W (2005) Age-related changes of normal adult brain structure: analysed with diffusion tensor imaging. Chin Med J (Engl) 118(13):1059–1065 Zhang YT, Zhang CY, Zhang J, Li W (2005) Age-related changes of normal adult brain structure: analysed with diffusion tensor imaging. Chin Med J (Engl) 118(13):1059–1065
go back to reference Zhao DD, Zhou HY, Wu QZ, Liu J, Chen XY, He D, He XF, Han WJ, Gong QY (2012) Diffusion tensor imaging characterization of occult brain damage in relapsing neuromyelities optica using 3.0 T magnetic resonance imaging techniques. Neuroimage 59(4):3173–3177CrossRefPubMed Zhao DD, Zhou HY, Wu QZ, Liu J, Chen XY, He D, He XF, Han WJ, Gong QY (2012) Diffusion tensor imaging characterization of occult brain damage in relapsing neuromyelities optica using 3.0 T magnetic resonance imaging techniques. Neuroimage 59(4):3173–3177CrossRefPubMed
go back to reference Ziegler DA, Piguet O, Salat DH, Prince K, Connally E, Corkin S (2010) Cognition in healthy aging is related to regional white matter integrity, but not cortical thickness. Neurobiol Aging 31(11):1912–1926CrossRefPubMed Ziegler DA, Piguet O, Salat DH, Prince K, Connally E, Corkin S (2010) Cognition in healthy aging is related to regional white matter integrity, but not cortical thickness. Neurobiol Aging 31(11):1912–1926CrossRefPubMed
Metadata
Title
Tracking cerebral white matter changes across the lifespan: insights from diffusion tensor imaging studies
Authors
Qian Jun Yap
Irvin Teh
Paolo Fusar-Poli
Min Yi Sum
Carissa Kuswanto
Kang Sim
Publication date
01-09-2013
Publisher
Springer Vienna
Published in
Journal of Neural Transmission / Issue 9/2013
Print ISSN: 0300-9564
Electronic ISSN: 1435-1463
DOI
https://doi.org/10.1007/s00702-013-0971-7

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