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Published in: Brain Structure and Function 2/2022

Open Access 01-03-2022 | Biomarkers | Original Article

White matter variability, cognition, and disorders: a systematic review

Authors: Stephanie J. Forkel, Patrick Friedrich, Michel Thiebaut de Schotten, Henrietta Howells

Published in: Brain Structure and Function | Issue 2/2022

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Abstract

Inter-individual differences can inform treatment procedures and—if accounted for—have the potential to significantly improve patient outcomes. However, when studying brain anatomy, these inter-individual variations are commonly unaccounted for, despite reports of differences in gross anatomical features, cross-sectional, and connectional anatomy. Brain connections are essential to facilitate functional organization and, when severed, cause impairments or complete loss of function. Hence, the study of cerebral white matter may be an ideal compromise to capture inter-individual variability in structure and function. We reviewed the wealth of studies that associate cognitive functions and clinical symptoms with individual tracts using diffusion tractography. Our systematic review indicates that tractography has proven to be a sensitive method in neurology, psychiatry, and healthy populations to identify variability and its functional correlates. However, the literature may be biased, as the most commonly studied tracts are not necessarily those with the highest sensitivity to cognitive functions and pathologies. Additionally, the hemisphere of the studied tract is often unreported, thus neglecting functional laterality and asymmetries. Finally, we demonstrate that tracts, as we define them, are not correlated with one, but multiple cognitive domains or pathologies. While our systematic review identified some methodological caveats, it also suggests that tract–function correlations might still be a promising tool in identifying biomarkers for precision medicine. They can characterize variations in brain anatomy, differences in functional organization, and predicts resilience and recovery in patients.
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Literature
go back to reference Afzali M, Pieciak T, Newman S, Garifallidis E, Özarslan E, Cheng H, Jones DK (2021) The sensitivity of diffusion MRI to microstructural properties and experimental factors. J Neurosci Methods 347:108951PubMedPubMedCentralCrossRef Afzali M, Pieciak T, Newman S, Garifallidis E, Özarslan E, Cheng H, Jones DK (2021) The sensitivity of diffusion MRI to microstructural properties and experimental factors. J Neurosci Methods 347:108951PubMedPubMedCentralCrossRef
go back to reference Amunts K, Schleicher A, Bürgel U, Mohlberg H, Uylings H, Zilles K (1999) Broca’s region revisited: cytoarchitecture and intersubject variability. J Comp Neurol 412:319–341PubMedCrossRef Amunts K, Schleicher A, Bürgel U, Mohlberg H, Uylings H, Zilles K (1999) Broca’s region revisited: cytoarchitecture and intersubject variability. J Comp Neurol 412:319–341PubMedCrossRef
go back to reference Baddeley AD (2007) Working memory, thought, and action. Oxford University Press, Oxford, p 215CrossRef Baddeley AD (2007) Working memory, thought, and action. Oxford University Press, Oxford, p 215CrossRef
go back to reference Baddeley AD, Gathercole S, Papagno C (1998) The Phonological loop as a language learning device. Psychol Rev 105:158–173PubMedCrossRef Baddeley AD, Gathercole S, Papagno C (1998) The Phonological loop as a language learning device. Psychol Rev 105:158–173PubMedCrossRef
go back to reference Bartsch AJ, Geletneky K, Jbabdi S (2013) The temporo-parietal fiber intersection area and wernicke perpendicular fasciculus. Neurosurgery 73:E381–E382PubMedCrossRef Bartsch AJ, Geletneky K, Jbabdi S (2013) The temporo-parietal fiber intersection area and wernicke perpendicular fasciculus. Neurosurgery 73:E381–E382PubMedCrossRef
go back to reference Basser PJ, Pierpaoli C (1996) Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI. J Magn Reson B 111:209–219PubMedCrossRef Basser PJ, Pierpaoli C (1996) Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI. J Magn Reson B 111:209–219PubMedCrossRef
go back to reference Beaulieu C (2002b) The basis of anisotropic water diffusion in the nervous system—a technical review. NMR Biomed 15(7–8):435–455PubMedCrossRef Beaulieu C (2002b) The basis of anisotropic water diffusion in the nervous system—a technical review. NMR Biomed 15(7–8):435–455PubMedCrossRef
go back to reference Bouhali F, Thiebaut de Schotten M, Pinel P, Poupon C, Mangin JF, Dehaene S, Cohen L (2014) Anatomical connections of the visual word form area. J Neurosci 34(46):15402–15414PubMedPubMedCentralCrossRef Bouhali F, Thiebaut de Schotten M, Pinel P, Poupon C, Mangin JF, Dehaene S, Cohen L (2014) Anatomical connections of the visual word form area. J Neurosci 34(46):15402–15414PubMedPubMedCentralCrossRef
go back to reference Briggs RG, Conner AK, Sali G, Rahimi M, Baker CM, Burks JD, Glenn CA, Battiste JD, Sughrue ME (2018) A connectomic atlas of the human cerebrum-chapter16: tractographic description of the vertical occipital fasciculus. Oper Neurosurg 15(1):S456–S461. https://doi.org/10.1093/ons/opy270CrossRef Briggs RG, Conner AK, Sali G, Rahimi M, Baker CM, Burks JD, Glenn CA, Battiste JD, Sughrue ME (2018) A connectomic atlas of the human cerebrum-chapter16: tractographic description of the vertical occipital fasciculus. Oper Neurosurg 15(1):S456–S461. https://​doi.​org/​10.​1093/​ons/​opy270CrossRef
go back to reference Budisavljevic S, Dell’Acqua F, Rijsdijk FV, Kane F, Picchioni M, McGuire P et al (2015) Age related differences and heritability of the Perisylvian language networks. J Neurosci 35(37):12625–12634PubMedPubMedCentralCrossRef Budisavljevic S, Dell’Acqua F, Rijsdijk FV, Kane F, Picchioni M, McGuire P et al (2015) Age related differences and heritability of the Perisylvian language networks. J Neurosci 35(37):12625–12634PubMedPubMedCentralCrossRef
go back to reference Budisavljevic S, Kawadler JM, Dell’Acqua F, Rijsdijk FV, Kane F, Picchioni M et al (2016) Heritability of the limbic networks. Soc Cogn Affect Neurosci 5:746–757CrossRef Budisavljevic S, Kawadler JM, Dell’Acqua F, Rijsdijk FV, Kane F, Picchioni M et al (2016) Heritability of the limbic networks. Soc Cogn Affect Neurosci 5:746–757CrossRef
go back to reference Bullock D et al (2019) Associative white matter connecting the dorsal and ventral posterior human cortex. Brain Struct Funct 224:2631–2660PubMedCrossRef Bullock D et al (2019) Associative white matter connecting the dorsal and ventral posterior human cortex. Brain Struct Funct 224:2631–2660PubMedCrossRef
go back to reference Catani M, Jones D, Ffytche D (2004) Perisylvian language network of the human brain. Ann Neurol 57(1):8–16CrossRef Catani M, Jones D, Ffytche D (2004) Perisylvian language network of the human brain. Ann Neurol 57(1):8–16CrossRef
go back to reference Catani M, Allin MPG, Husain M, Pugliese L, Mesulam M-M, Murray RM et al (2007) Symmetries in human brain language pathways correlate with verbal recall. PNAS 104(43):17163–17168PubMedPubMedCentralCrossRef Catani M, Allin MPG, Husain M, Pugliese L, Mesulam M-M, Murray RM et al (2007) Symmetries in human brain language pathways correlate with verbal recall. PNAS 104(43):17163–17168PubMedPubMedCentralCrossRef
go back to reference Catani M, Thiebaut de Schotten M (2008) A diffusion tensor imaging tractography atlas for virtual in vivo dissections. Cortex 44(8):1105–1132PubMedCrossRef Catani M, Thiebaut de Schotten M (2008) A diffusion tensor imaging tractography atlas for virtual in vivo dissections. Cortex 44(8):1105–1132PubMedCrossRef
go back to reference Catani M, Craig MC, Forkel SJ, Kanaan R, Picchioni M, Toulopoulou T, Shergill S, Williams S, Murphy DG, McGuire P (2011) Altered integrity of Perisylvian language pathways in schizophrenia: relationship to auditory hallucinations. Biol Psychiatry 70(12):1143–1150PubMedCrossRef Catani M, Craig MC, Forkel SJ, Kanaan R, Picchioni M, Toulopoulou T, Shergill S, Williams S, Murphy DG, McGuire P (2011) Altered integrity of Perisylvian language pathways in schizophrenia: relationship to auditory hallucinations. Biol Psychiatry 70(12):1143–1150PubMedCrossRef
go back to reference Catani M, Dell’Acqua F, Vergani F, Malik F, Hodge H, Roy P et al (2012) Short frontal lobe connections of the human brain. Cortex 48(2):273–291PubMedCrossRef Catani M, Dell’Acqua F, Vergani F, Malik F, Hodge H, Roy P et al (2012) Short frontal lobe connections of the human brain. Cortex 48(2):273–291PubMedCrossRef
go back to reference Catani M, Robertsson N, Beyh A, Huynh V, de Santiago RF, Howells H et al (2017) Short parietal lobe connections of the human and monkey brain. Cortex 97:339–357PubMedCrossRef Catani M, Robertsson N, Beyh A, Huynh V, de Santiago RF, Howells H et al (2017) Short parietal lobe connections of the human and monkey brain. Cortex 97:339–357PubMedCrossRef
go back to reference Caulo M, Briganti C, Mattei PA, Perfetti B, Ferretti A, Romani GL et al (2007) New morphologic variants of the hand motor cortex as seen with MR imaging in a large study population. Am J Neuroradiol 28(8):1480–1485PubMedPubMedCentralCrossRef Caulo M, Briganti C, Mattei PA, Perfetti B, Ferretti A, Romani GL et al (2007) New morphologic variants of the hand motor cortex as seen with MR imaging in a large study population. Am J Neuroradiol 28(8):1480–1485PubMedPubMedCentralCrossRef
go back to reference Craig M, Catani M, Deeley Q, Latham R, Daly E, Kanaan R et al (2009) Altered connections on the road to psychopathy. Mol Psychiatry 14(10):946–53, 907PubMedCrossRef Craig M, Catani M, Deeley Q, Latham R, Daly E, Kanaan R et al (2009) Altered connections on the road to psychopathy. Mol Psychiatry 14(10):946–53, 907PubMedCrossRef
go back to reference Croxson PL, Forkel SJ, Cerliani L, Thiebaut de Schotten M (2018) Structural variability across the primate brain: a cross-species comparison. Cereb Cortex 28(11):3829–3841PubMedCrossRef Croxson PL, Forkel SJ, Cerliani L, Thiebaut de Schotten M (2018) Structural variability across the primate brain: a cross-species comparison. Cereb Cortex 28(11):3829–3841PubMedCrossRef
go back to reference D’Anna L, Mesulam MM, Thiebaut de Schotten M, Dell’Acqua F, Murphy D, Wieneke C et al (2016) Frontotemporal networks and behavioral symptoms in primary progressive aphasia. Neurology 86(15):1393–1399PubMedPubMedCentralCrossRef D’Anna L, Mesulam MM, Thiebaut de Schotten M, Dell’Acqua F, Murphy D, Wieneke C et al (2016) Frontotemporal networks and behavioral symptoms in primary progressive aphasia. Neurology 86(15):1393–1399PubMedPubMedCentralCrossRef
go back to reference Dell’Acqua F, Simmons A, Williams SC, 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(10):2464–2483. https://doi.org/10.1002/hbm.22080CrossRefPubMed Dell’Acqua F, Simmons A, Williams SC, 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(10):2464–2483. https://​doi.​org/​10.​1002/​hbm.​22080CrossRefPubMed
go back to reference Floris D, Howells H (2018) Atypical structural and functional motor networks in autism. Prog Brain Res 238:207–248PubMedCrossRef Floris D, Howells H (2018) Atypical structural and functional motor networks in autism. Prog Brain Res 238:207–248PubMedCrossRef
go back to reference Forkel SJ, Thiebaut de Schotten M, Dell’Acqua F, Kalra L, Murphy DG, Williams SC et al (2014a) Anatomical predictors of aphasia recovery: a tractography study of bilateral Perisylvian language networks. Brain 137(Pt 7):2027–2039PubMedCrossRef Forkel SJ, Thiebaut de Schotten M, Dell’Acqua F, Kalra L, Murphy DG, Williams SC et al (2014a) Anatomical predictors of aphasia recovery: a tractography study of bilateral Perisylvian language networks. Brain 137(Pt 7):2027–2039PubMedCrossRef
go back to reference Forkel SJ, Thiebaut de Schotten M, Kawadler JM, Dell’Acqua F, Danek A, Catani M (2014b) The anatomy of fronto-occipital connections from early blunt dissections to contemporary tractography. Cortex 56:73–84PubMedCrossRef Forkel SJ, Thiebaut de Schotten M, Kawadler JM, Dell’Acqua F, Danek A, Catani M (2014b) The anatomy of fronto-occipital connections from early blunt dissections to contemporary tractography. Cortex 56:73–84PubMedCrossRef
go back to reference Forkel SJ, Rogalski E, Drossinos Sancho N, D’Anna L, Luque Laguna P, Sridhar J, Dell’Acqua F et al (2020) Anatomical evidence of an indirect pathway for word repetition. Neurology 94(6):e594–e606PubMedPubMedCentralCrossRef Forkel SJ, Rogalski E, Drossinos Sancho N, D’Anna L, Luque Laguna P, Sridhar J, Dell’Acqua F et al (2020) Anatomical evidence of an indirect pathway for word repetition. Neurology 94(6):e594–e606PubMedPubMedCentralCrossRef
go back to reference Fornito A, Wood SJ, Whittle S, Fuller J, Adamson C, Saling MM et al (2008) Variability of the paracingulate sulcus and morphometry of the medial frontal cortex: associations with cortical thickness, surface area, volume, and sulcal depth. Hum Brain Mapp 29(2):222–236PubMedCrossRef Fornito A, Wood SJ, Whittle S, Fuller J, Adamson C, Saling MM et al (2008) Variability of the paracingulate sulcus and morphometry of the medial frontal cortex: associations with cortical thickness, surface area, volume, and sulcal depth. Hum Brain Mapp 29(2):222–236PubMedCrossRef
go back to reference Foulon C, Cerliani L, Kinkingnéhun S, Levy R, Rosso C, Urbanski M et al (2018) Advanced lesion symptom mapping analyses and implementation as BCBtoolkit. GigaScience 7(3):giy004PubMedCentralCrossRef Foulon C, Cerliani L, Kinkingnéhun S, Levy R, Rosso C, Urbanski M et al (2018) Advanced lesion symptom mapping analyses and implementation as BCBtoolkit. GigaScience 7(3):giy004PubMedCentralCrossRef
go back to reference Glasser MF, Coalson TS, Robinson ER, Hacker CD, Harwell J, Yacoub E, Ugurbil K, Andersson J, Beckmann CF, Jenkinson M, Smith SM, Van Essen DC (2016) A multi-modal parcellation of the human cerebral cortex. Nature 536:171–178PubMedPubMedCentralCrossRef Glasser MF, Coalson TS, Robinson ER, Hacker CD, Harwell J, Yacoub E, Ugurbil K, Andersson J, Beckmann CF, Jenkinson M, Smith SM, Van Essen DC (2016) A multi-modal parcellation of the human cerebral cortex. Nature 536:171–178PubMedPubMedCentralCrossRef
go back to reference Gordon EM, Laumann TO, Gilmore AW, Newbold DJ, Greene DJ, Berg JJ, Ortega M, Hoyt Drazen C, Gratton C, Sun H et al (2017) Precision functional mapping of individual human brains. Neuron 95:791-807.e7PubMedPubMedCentralCrossRef Gordon EM, Laumann TO, Gilmore AW, Newbold DJ, Greene DJ, Berg JJ, Ortega M, Hoyt Drazen C, Gratton C, Sun H et al (2017) Precision functional mapping of individual human brains. Neuron 95:791-807.e7PubMedPubMedCentralCrossRef
go back to reference Grasby K, Jahanshad N, Painter JN, Colodro-Conde L, Bralten J, Hibar DP et al (2020) The genetic architecture of the human cerebral cortex. Science 367(6484):eaay6690PubMedPubMedCentralCrossRef Grasby K, Jahanshad N, Painter JN, Colodro-Conde L, Bralten J, Hibar DP et al (2020) The genetic architecture of the human cerebral cortex. Science 367(6484):eaay6690PubMedPubMedCentralCrossRef
go back to reference Guevara P, Duclap D, Poupon C, Marrakchi-Kacem L, Fillard P, Le Bihan D et al (2012) Automatic fiber bundle segmentation in massive tractography datasets using a multi subject bundle atlas. Neuroimage 61(4):1983–1099CrossRef Guevara P, Duclap D, Poupon C, Marrakchi-Kacem L, Fillard P, Le Bihan D et al (2012) Automatic fiber bundle segmentation in massive tractography datasets using a multi subject bundle atlas. Neuroimage 61(4):1983–1099CrossRef
go back to reference Howells H, Thiebaut de Schotten M, Dell’Acqua F, Beyh A, Zappalà G, Leslie A, Simmons A et al (2018) Frontoparietal tracts linked to lateralized hand preference and manual specialization. Cereb Cortex 28(7):2482–2494PubMedPubMedCentralCrossRef Howells H, Thiebaut de Schotten M, Dell’Acqua F, Beyh A, Zappalà G, Leslie A, Simmons A et al (2018) Frontoparietal tracts linked to lateralized hand preference and manual specialization. Cereb Cortex 28(7):2482–2494PubMedPubMedCentralCrossRef
go back to reference Kanai R, Rees G (2011) The structural basis of inter-individual differences in human behaviour and cognition. Nat Rev Neurosci 12(4):231–242PubMedCrossRef Kanai R, Rees G (2011) The structural basis of inter-individual differences in human behaviour and cognition. Nat Rev Neurosci 12(4):231–242PubMedCrossRef
go back to reference Kaplan E, Naeser MA, Martin PI, Ho M, Wang Y, Baker E, Pascual-Leone A (2010) Horizontal portion of arcuate fasciculus fibers track to pars opercularis, not pars triangularis, in right and left hemispheres: a DTI study. Neuroimage 52(2):436–444PubMedCrossRef Kaplan E, Naeser MA, Martin PI, Ho M, Wang Y, Baker E, Pascual-Leone A (2010) Horizontal portion of arcuate fasciculus fibers track to pars opercularis, not pars triangularis, in right and left hemispheres: a DTI study. Neuroimage 52(2):436–444PubMedCrossRef
go back to reference Karolis V, Corbetta M, Thiebaut de Schotten M (2019) The architecture of functional lateralisation and its relationship to callosal connectivity in the human brain. Nat Commun 10:1417PubMedPubMedCentralCrossRef Karolis V, Corbetta M, Thiebaut de Schotten M (2019) The architecture of functional lateralisation and its relationship to callosal connectivity in the human brain. Nat Commun 10:1417PubMedPubMedCentralCrossRef
go back to reference Kier EL, Staib LH, Davis LM, Bronen RA (2004) MR imaging of the temporal stem: anatomic dissection tractography of the uncinate fasciculus, inferior occipitofrontal fasciculus, and Meyer’s loop of the optic radiation. AJNR Am J Neuroradiol 25(5):677–691PubMedPubMedCentral Kier EL, Staib LH, Davis LM, Bronen RA (2004) MR imaging of the temporal stem: anatomic dissection tractography of the uncinate fasciculus, inferior occipitofrontal fasciculus, and Meyer’s loop of the optic radiation. AJNR Am J Neuroradiol 25(5):677–691PubMedPubMedCentral
go back to reference Kong XZ, Mathias SR, Guadalupe T, ENIGMA Laterality Working Group, Glahn DC, Franke B, et al (2018) Mapping cortical brain asymmetry in 17,141 healthy individuals worldwide via the ENIGMA Consortium. PNAS 115(22): E5154–E5163 Kong XZ, Mathias SR, Guadalupe T, ENIGMA Laterality Working Group, Glahn DC, Franke B, et al (2018) Mapping cortical brain asymmetry in 17,141 healthy individuals worldwide via the ENIGMA Consortium. PNAS 115(22): E5154–E5163
go back to reference Lawes IN, Barrick TR, Murugam V, Spierings N, Evans DR, Song M et al (2008) Atlas-based segmentation of white matter tracts of the human brain using diffusion tensor tractography and comparison with classical dissection. Neuroimage 39(1):62–79PubMedCrossRef Lawes IN, Barrick TR, Murugam V, Spierings N, Evans DR, Song M et al (2008) Atlas-based segmentation of white matter tracts of the human brain using diffusion tensor tractography and comparison with classical dissection. Neuroimage 39(1):62–79PubMedCrossRef
go back to reference Le Bihan D, Breton E (1985) Imagerie de diffusion in vivo par re résonance magnétique nucléaire. Comptes-Rendus de l'Académie des Sciences 93(5):27–34 Le Bihan D, Breton E (1985) Imagerie de diffusion in vivo par re résonance magnétique nucléaire. Comptes-Rendus de l'Académie des Sciences 93(5):27–34
go back to reference Lebel C, Treit S, Beaulieu C (2019) A review of diffusion MRI of typical white matter development from early childhood to young adulthood. NMR Biomed 32(4):e3778PubMedCrossRef Lebel C, Treit S, Beaulieu C (2019) A review of diffusion MRI of typical white matter development from early childhood to young adulthood. NMR Biomed 32(4):e3778PubMedCrossRef
go back to reference Leonard CM, Puranik C, Kuldau JM, Lombardino LJ (1998) Normal variation in the frequency and location of human auditory cortex landmarks. Heschl’s gyrus: where is it? Cereb Cortex 8(5):397–406PubMedCrossRef Leonard CM, Puranik C, Kuldau JM, Lombardino LJ (1998) Normal variation in the frequency and location of human auditory cortex landmarks. Heschl’s gyrus: where is it? Cereb Cortex 8(5):397–406PubMedCrossRef
go back to reference Lerch JP, Van Der Kouwe AJW, Raznahan A, Paus T, Johansen-Berg H, Miller KL, Smith SM, Fischl B, Sotiropoulos SN (2017) Studying neuroanatomy using MRI. Nat Neurosci 20:314–326PubMedCrossRef Lerch JP, Van Der Kouwe AJW, Raznahan A, Paus T, Johansen-Berg H, Miller KL, Smith SM, Fischl B, Sotiropoulos SN (2017) Studying neuroanatomy using MRI. Nat Neurosci 20:314–326PubMedCrossRef
go back to reference Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JP et al (2009) The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. J Clin Epidemiol 62(10):e1-34PubMedCrossRef Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gøtzsche PC, Ioannidis JP et al (2009) The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. J Clin Epidemiol 62(10):e1-34PubMedCrossRef
go back to reference Linden D (2020) Unique: the new science of human individuality. BasicBooks, New York Linden D (2020) Unique: the new science of human individuality. BasicBooks, New York
go back to reference López-Barroso D, Catani M, Ripollés P, Dell’Acqua F, Rodríguez-Fornells A, de Diego BR (2013) Word learning is mediated by the left arcuate fasciculus. Proc Natl Acad Sci U S A 110(32):13168–13173PubMedPubMedCentralCrossRef López-Barroso D, Catani M, Ripollés P, Dell’Acqua F, Rodríguez-Fornells A, de Diego BR (2013) Word learning is mediated by the left arcuate fasciculus. Proc Natl Acad Sci U S A 110(32):13168–13173PubMedPubMedCentralCrossRef
go back to reference Lunven M, Rode G, Bourlon C, Duret C, Migliaccio R, Chevrillon E et al (2019) Anatomical predictors of successful prism adaptation in chronic visual neglect. Cortex 120:629–641PubMedCrossRef Lunven M, Rode G, Bourlon C, Duret C, Migliaccio R, Chevrillon E et al (2019) Anatomical predictors of successful prism adaptation in chronic visual neglect. Cortex 120:629–641PubMedCrossRef
go back to reference Maffei C, Sarubbo S, Jovicich J (2019a) A missing connection: a review of the macrostructural anatomy and tractography of the acoustic radiation. Front Neuroanat 13:27PubMedPubMedCentralCrossRef Maffei C, Sarubbo S, Jovicich J (2019a) A missing connection: a review of the macrostructural anatomy and tractography of the acoustic radiation. Front Neuroanat 13:27PubMedPubMedCentralCrossRef
go back to reference Maier-Hein KH, Neher PF, Houde JC, Côté MA, Garyfallidis E, Zhong J, Chamberland M, Yeh FC, Lin YC, Ji Q, Reddick WE, Glass JO, Chen DQ, Feng Y, Gao C, Wu Y, Ma J, He R, Li Q, Westin CF, Deslauriers-Gauthier S, González JOO, Paquette M, St-Jean S, Girard G, Rheault F, Sidhu J, Tax CMW, Guo F, Mesri HY, Dávid S, Froeling M, Heemskerk AM, Leemans A, Boré A, Pinsard B, Bedetti C, Desrosiers M, Brambati S, Doyon J, Sarica A, Vasta R, Cerasa A, Quattrone A, Yeatman J, Khan AR, Hodges W, Alexander S, Romascano D, Barakovic M, Auría A, Esteban O, Lemkaddem A, Thiran JP, Cetingul HE, Odry BL, Mailhe B, Nadar MS, Pizzagalli F, Prasad G, Villalon-Reina JE, Galvis J, Thompson PM, Requejo FS, Laguna PL, Lacerda LM, Barrett R, Dell’Acqua F, Catani M, Petit L, Caruyer E, Daducci A, Dyrby TB, Holland-Letz T, Hilgetag CC, Stieltjes B, Descoteaux M (2017) The challenge of mapping the human connectome based on diffusion tractography. Nat Commun 8(1):1349. https://doi.org/10.1038/s41467-017-01285-xCrossRefPubMedPubMedCentral Maier-Hein KH, Neher PF, Houde JC, Côté MA, Garyfallidis E, Zhong J, Chamberland M, Yeh FC, Lin YC, Ji Q, Reddick WE, Glass JO, Chen DQ, Feng Y, Gao C, Wu Y, Ma J, He R, Li Q, Westin CF, Deslauriers-Gauthier S, González JOO, Paquette M, St-Jean S, Girard G, Rheault F, Sidhu J, Tax CMW, Guo F, Mesri HY, Dávid S, Froeling M, Heemskerk AM, Leemans A, Boré A, Pinsard B, Bedetti C, Desrosiers M, Brambati S, Doyon J, Sarica A, Vasta R, Cerasa A, Quattrone A, Yeatman J, Khan AR, Hodges W, Alexander S, Romascano D, Barakovic M, Auría A, Esteban O, Lemkaddem A, Thiran JP, Cetingul HE, Odry BL, Mailhe B, Nadar MS, Pizzagalli F, Prasad G, Villalon-Reina JE, Galvis J, Thompson PM, Requejo FS, Laguna PL, Lacerda LM, Barrett R, Dell’Acqua F, Catani M, Petit L, Caruyer E, Daducci A, Dyrby TB, Holland-Letz T, Hilgetag CC, Stieltjes B, Descoteaux M (2017) The challenge of mapping the human connectome based on diffusion tractography. Nat Commun 8(1):1349. https://​doi.​org/​10.​1038/​s41467-017-01285-xCrossRefPubMedPubMedCentral
go back to reference Mandonnet E, Sarubbo S, Petit L (2018) The nomenclature of human white matter association pathways: proposal for a systematic taxonomic anatomical classification. Front Neuroanat 12:94PubMedPubMedCentralCrossRef Mandonnet E, Sarubbo S, Petit L (2018) The nomenclature of human white matter association pathways: proposal for a systematic taxonomic anatomical classification. Front Neuroanat 12:94PubMedPubMedCentralCrossRef
go back to reference Mars RB, Foxley S, Verhagen L, Jbabdi S, Sallet J, Noonan MP et al (2016) The extreme capsule fiber complex in humans and macaque monkeys: a comparative diffusion MRI tractography study. Brain Struct Funct 221(8):4059–4071PubMedCrossRef Mars RB, Foxley S, Verhagen L, Jbabdi S, Sallet J, Noonan MP et al (2016) The extreme capsule fiber complex in humans and macaque monkeys: a comparative diffusion MRI tractography study. Brain Struct Funct 221(8):4059–4071PubMedCrossRef
go back to reference Martínez-Molina N, Mas-Herrero E, Rodríguez-Fornells A, Zatorre RJ, Marco-Pallarés J (2019) White matter microstructure reflects individual differences in music reward sensitivity. J Neurosci 39(25):5018–5027PubMedPubMedCentralCrossRef Martínez-Molina N, Mas-Herrero E, Rodríguez-Fornells A, Zatorre RJ, Marco-Pallarés J (2019) White matter microstructure reflects individual differences in music reward sensitivity. J Neurosci 39(25):5018–5027PubMedPubMedCentralCrossRef
go back to reference Martino J, García-Porrero JA (2013) Wernicke perpendicular fasciculus and vertical portion of the superior longitudinal fasciculus. Neurosurgery 73:E382–E383PubMedCrossRef Martino J, García-Porrero JA (2013) Wernicke perpendicular fasciculus and vertical portion of the superior longitudinal fasciculus. Neurosurgery 73:E382–E383PubMedCrossRef
go back to reference Mori S, Wakana S, van Zijl PCM, Nagae-Poetscher LM (2005) MRI atlas of human white matter. Elsevier, Amsterdam Mori S, Wakana S, van Zijl PCM, Nagae-Poetscher LM (2005) MRI atlas of human white matter. Elsevier, Amsterdam
go back to reference Ono M, Kubik S, Abernathey CD (1990) Atlas of the cerebral sulci. Thieme, Stuttgart Ono M, Kubik S, Abernathey CD (1990) Atlas of the cerebral sulci. Thieme, Stuttgart
go back to reference Pacella V, Foulon C, Jenkinson PM, Scandola M, Bertagnoli S, Avesani R et al (2019) Anosognosia for hemiplegia as a tripartite disconnection syndrome. Elife 8:e46075PubMedPubMedCentralCrossRef Pacella V, Foulon C, Jenkinson PM, Scandola M, Bertagnoli S, Avesani R et al (2019) Anosognosia for hemiplegia as a tripartite disconnection syndrome. Elife 8:e46075PubMedPubMedCentralCrossRef
go back to reference Pandya DN, Yeterian EH (1990) Architecture and connections of cerebral cortex: implications for brain evolution and function. The Guilford Press, New York Pandya DN, Yeterian EH (1990) Architecture and connections of cerebral cortex: implications for brain evolution and function. The Guilford Press, New York
go back to reference Parlatini V, Radua J, Whickers R, Maltezos S, Sanefuji M, Dell’Acqua F et al (2021) The anatomy of attentive brain networks predicts response to stimulant treatment in adults with attention deficit hyperactivity disorder (ADHD), under review Parlatini V, Radua J, Whickers R, Maltezos S, Sanefuji M, Dell’Acqua F et al (2021) The anatomy of attentive brain networks predicts response to stimulant treatment in adults with attention deficit hyperactivity disorder (ADHD), under review
go back to reference Powell HWR, Parker GJM, Alexander D, Symms MR, Boulby PA, Wheeler-Kingshott CAM et al (2006) Hemispheric asymmetries in language-related pathways: a combined functional MRI and tractography study. Neuroimage 32(1):388–399PubMedCrossRef Powell HWR, Parker GJM, Alexander D, Symms MR, Boulby PA, Wheeler-Kingshott CAM et al (2006) Hemispheric asymmetries in language-related pathways: a combined functional MRI and tractography study. Neuroimage 32(1):388–399PubMedCrossRef
go back to reference Rigoard P, Buffenoir K, Jaafari N, Giot JP, Houeto JL, Mertens P et al (2011) The accumbofrontal fasciculus in the human brain: a microsurgical anatomical study. Neurosurgery 68(4):1102–1111PubMedCrossRef Rigoard P, Buffenoir K, Jaafari N, Giot JP, Houeto JL, Mertens P et al (2011) The accumbofrontal fasciculus in the human brain: a microsurgical anatomical study. Neurosurgery 68(4):1102–1111PubMedCrossRef
go back to reference Rilling J, Glasser M, Jbabdi S, Andersson J, Preuss T (2012) Continuity, divergence, and the evolution of brain language pathways. Front Evol Neurosci 3:11PubMedPubMedCentralCrossRef Rilling J, Glasser M, Jbabdi S, Andersson J, Preuss T (2012) Continuity, divergence, and the evolution of brain language pathways. Front Evol Neurosci 3:11PubMedPubMedCentralCrossRef
go back to reference Rojkova K, Volle E, Urbanski M, Humbert F, Dell’Acqua F, Thiebaut de Schotten M (2016) Atlasing the frontal lobe connections and their variability due to age and education: a spherical deconvolution tractography study. Brain Struct Funct 221(3):1751–66PubMedCrossRef Rojkova K, Volle E, Urbanski M, Humbert F, Dell’Acqua F, Thiebaut de Schotten M (2016) Atlasing the frontal lobe connections and their variability due to age and education: a spherical deconvolution tractography study. Brain Struct Funct 221(3):1751–66PubMedCrossRef
go back to reference Sachs H (1892) Das Hemisphaerenmark des menschlichen Grosshirns. I Der Hinterhauptlappen. Leipzig: Georg Thieme Verlag Sachs H (1892) Das Hemisphaerenmark des menschlichen Grosshirns. I Der Hinterhauptlappen. Leipzig: Georg Thieme Verlag
go back to reference Sanefuji M, Craig M, Parlatini V, Mehta M, Murphy DG, Catani M et al (2017) Double dissociation between the mechanism leading to impulsivity and inattention in attention deficit hyperactivity disorder: a resting-state functional connectivity study. Cortex 86:290–302PubMedCrossRef Sanefuji M, Craig M, Parlatini V, Mehta M, Murphy DG, Catani M et al (2017) Double dissociation between the mechanism leading to impulsivity and inattention in attention deficit hyperactivity disorder: a resting-state functional connectivity study. Cortex 86:290–302PubMedCrossRef
go back to reference Sasson E, Doniger GM, Pasternak O, Tararasch R, Assaf Y (2013) White matter correlates of cognitive domains in normal aging with diffusion tensor imaging. Front Neurosci 7:32PubMedPubMedCentralCrossRef Sasson E, Doniger GM, Pasternak O, Tararasch R, Assaf Y (2013) White matter correlates of cognitive domains in normal aging with diffusion tensor imaging. Front Neurosci 7:32PubMedPubMedCentralCrossRef
go back to reference Schilling KG, Nath V, Hansen C, Parvathaneni P, Blaber J, Gao Y, Neher P, Aydogan DB, Shi Y, Ocampo-Pineda M, Schiavi S, Daducci A, Girard G, Barakovic M, Rafael-Patino J, Romascano D, Rensonnet G, Pizzolato M, Bates A, Fischi E, Thiran JP, Canales-Rodríguez EJ, Huang C, Zhu H, Zhong L, Cabeen R, Toga AW, Rheault F, Theaud G, Houde JC, Sidhu J, Chamberland M, Westin CF, Dyrby TB, Verma R, Rathi Y, Irfanoglu MO, Thomas C, Pierpaoli C, Descoteaux M, Anderson AW, Landman BA (2019) Limits to anatomical accuracy of diffusion tractography using modern approaches. Neuroimage 185:1–11. https://doi.org/10.1016/j.neuroimage.2018.10.029CrossRefPubMed Schilling KG, Nath V, Hansen C, Parvathaneni P, Blaber J, Gao Y, Neher P, Aydogan DB, Shi Y, Ocampo-Pineda M, Schiavi S, Daducci A, Girard G, Barakovic M, Rafael-Patino J, Romascano D, Rensonnet G, Pizzolato M, Bates A, Fischi E, Thiran JP, Canales-Rodríguez EJ, Huang C, Zhu H, Zhong L, Cabeen R, Toga AW, Rheault F, Theaud G, Houde JC, Sidhu J, Chamberland M, Westin CF, Dyrby TB, Verma R, Rathi Y, Irfanoglu MO, Thomas C, Pierpaoli C, Descoteaux M, Anderson AW, Landman BA (2019) Limits to anatomical accuracy of diffusion tractography using modern approaches. Neuroimage 185:1–11. https://​doi.​org/​10.​1016/​j.​neuroimage.​2018.​10.​029CrossRefPubMed
go back to reference Su M, Thiebaut de Schotten M, Zhao J, Song S, Zhou W, Gong G et al (2020) Influences of the early family environment and long-term vocabulary development on the structure of white matter pathways: a longitudinal investigation. Dev Cogn Neurosci 42:100767PubMedPubMedCentralCrossRef Su M, Thiebaut de Schotten M, Zhao J, Song S, Zhou W, Gong G et al (2020) Influences of the early family environment and long-term vocabulary development on the structure of white matter pathways: a longitudinal investigation. Dev Cogn Neurosci 42:100767PubMedPubMedCentralCrossRef
go back to reference Talozzi L, Forkel SJ, Pacella V, Nozais V, Nachev P, Corbetta M, Thiebaut De Schotten M. (preprint) Large scale disconnectome prediction of individual symptom severity in chronic stroke Talozzi L, Forkel SJ, Pacella V, Nozais V, Nachev P, Corbetta M, Thiebaut De Schotten M. (preprint) Large scale disconnectome prediction of individual symptom severity in chronic stroke
go back to reference Tavor I, Parker Jones O, Mars RB, Smith SM, Behrens TB, Jbabdi S (2016) Task-free MRI predicts individual differences in brain activity during task performance. Science 352(6282):216–220PubMedPubMedCentralCrossRef Tavor I, Parker Jones O, Mars RB, Smith SM, Behrens TB, Jbabdi S (2016) Task-free MRI predicts individual differences in brain activity during task performance. Science 352(6282):216–220PubMedPubMedCentralCrossRef
go back to reference Thiebaut de Schotten M, Shallice T (2017) Identical, similar or different? Is a single brain model sufficient? Cortex 86:172–175PubMedCrossRef Thiebaut de Schotten M, Shallice T (2017) Identical, similar or different? Is a single brain model sufficient? Cortex 86:172–175PubMedCrossRef
go back to reference Thiebaut de Schotten M, Dell’Acqua F, Forkel SJ, Simmons A, Vergani F et al (2011a) A lateralized brain network for visuospatial attention. Nat Neurosci 14(10):1245–1246PubMedCrossRef Thiebaut de Schotten M, Dell’Acqua F, Forkel SJ, Simmons A, Vergani F et al (2011a) A lateralized brain network for visuospatial attention. Nat Neurosci 14(10):1245–1246PubMedCrossRef
go back to reference Thiebaut de Schotten M, Ffytche DH, Bizzi A, Dell’Acqua F, Allin M, Walshe M et al (2011b) Atlasing location, asymmetry and inter-subject variability of white matter tracts in the human brain with MR diffusion tractography. Neuroimage 54(1):49–59PubMedCrossRef Thiebaut de Schotten M, Ffytche DH, Bizzi A, Dell’Acqua F, Allin M, Walshe M et al (2011b) Atlasing location, asymmetry and inter-subject variability of white matter tracts in the human brain with MR diffusion tractography. Neuroimage 54(1):49–59PubMedCrossRef
go back to reference Thompson A, Murphy D, Dell’Acqua F, Ecker C, McAlonan G, Howells H et al (2017) Impaired communication between the motor and somatosensory homunculus is associated with poor manual dexterity in autism spectrum disorder. Biol Psychiatry 81(3):211–219PubMedPubMedCentralCrossRef Thompson A, Murphy D, Dell’Acqua F, Ecker C, McAlonan G, Howells H et al (2017) Impaired communication between the motor and somatosensory homunculus is associated with poor manual dexterity in autism spectrum disorder. Biol Psychiatry 81(3):211–219PubMedPubMedCentralCrossRef
go back to reference Uylings HBM, Rajkowska G, Sanz-Arigita E, Amunts K, Zilles K (2005) Consequences of large interindividual variability for human brain atlases: converging macroscopical imaging and microscopical neuroanatomy. Anat Embryol 210(5–6):423–431CrossRef Uylings HBM, Rajkowska G, Sanz-Arigita E, Amunts K, Zilles K (2005) Consequences of large interindividual variability for human brain atlases: converging macroscopical imaging and microscopical neuroanatomy. Anat Embryol 210(5–6):423–431CrossRef
go back to reference Vanderauwera J, De Vos A, Forkel SJ, Catani M, Wouters J, Vandermosten M, Ghesquière P (2018) Neural organization of ventral white matter tracts parallels the initial steps of reading development: a DTI tractography study. Brain Lang 183:32–40PubMedCrossRef Vanderauwera J, De Vos A, Forkel SJ, Catani M, Wouters J, Vandermosten M, Ghesquière P (2018) Neural organization of ventral white matter tracts parallels the initial steps of reading development: a DTI tractography study. Brain Lang 183:32–40PubMedCrossRef
go back to reference Vergani F, Martino J, Morris C, Attems J, Ashkan K, DellʼAcqua F (2016) Anatomic connections of the subgenual cingulate region. Neurosurgery 79(3):465–472PubMedCrossRef Vergani F, Martino J, Morris C, Attems J, Ashkan K, DellʼAcqua F (2016) Anatomic connections of the subgenual cingulate region. Neurosurgery 79(3):465–472PubMedCrossRef
go back to reference Vernooij MW, Smits M, Wielopolski PA, Houston GC, Krestin GP, van der Lugt A (2007) Fiber density asymmetry of the arcuate fasciculus in relation to functional hemispheric language lateralization in both right- and left-handed healthy subjects: a combined fMRI and DTI study. Neuroimage 35(3):1064–1076PubMedCrossRef Vernooij MW, Smits M, Wielopolski PA, Houston GC, Krestin GP, van der Lugt A (2007) Fiber density asymmetry of the arcuate fasciculus in relation to functional hemispheric language lateralization in both right- and left-handed healthy subjects: a combined fMRI and DTI study. Neuroimage 35(3):1064–1076PubMedCrossRef
go back to reference Vingerhoets G (2019) Phenotypes in hemispheric functional segregation? Perspectives and challenges. Phys Life Rev 30:1–18PubMedCrossRef Vingerhoets G (2019) Phenotypes in hemispheric functional segregation? Perspectives and challenges. Phys Life Rev 30:1–18PubMedCrossRef
go back to reference Wasserthal J, Neher P, Maier-Hein KH (2018) TractSeg—fast and accurate white matter tract segmentation. Neuroimage 183:239–253PubMedCrossRef Wasserthal J, Neher P, Maier-Hein KH (2018) TractSeg—fast and accurate white matter tract segmentation. Neuroimage 183:239–253PubMedCrossRef
go back to reference Whiting P, Rutjes AW, Reitsma JB, Bossuyt PM, Kleijnen J (2003) The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews. BMC Med Res Methodol 10(3):25CrossRef Whiting P, Rutjes AW, Reitsma JB, Bossuyt PM, Kleijnen J (2003) The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews. BMC Med Res Methodol 10(3):25CrossRef
go back to reference Yeatman JD, Rauschecker AM, Wandell BA (2013) Anatomy of the visual word form area: adjacent cortical circuits and long-range white matter connections. Brain Lang 125(2):146–155PubMedCrossRef Yeatman JD, Rauschecker AM, Wandell BA (2013) Anatomy of the visual word form area: adjacent cortical circuits and long-range white matter connections. Brain Lang 125(2):146–155PubMedCrossRef
Metadata
Title
White matter variability, cognition, and disorders: a systematic review
Authors
Stephanie J. Forkel
Patrick Friedrich
Michel Thiebaut de Schotten
Henrietta Howells
Publication date
01-03-2022
Publisher
Springer Berlin Heidelberg
Keyword
Biomarkers
Published in
Brain Structure and Function / Issue 2/2022
Print ISSN: 1863-2653
Electronic ISSN: 1863-2661
DOI
https://doi.org/10.1007/s00429-021-02382-w

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