Skip to main content
Erschienen in: Neuroradiology 9/2018

20.07.2018 | Functional Neuroradiology

Impact of white matter hyperintensities on surrounding white matter tracts

verfasst von: William Reginold, Kevin Sam, Julien Poublanc, Joe Fisher, Adrian Crawley, David J. Mikulis

Erschienen in: Neuroradiology | Ausgabe 9/2018

Einloggen, um Zugang zu erhalten

Abstract

Purpose

It is unclear how white matter hyperintensities disrupt surrounding white matter tracts. The aim of this tractography study was to determine the spatial relationship between diffusion characteristics along white matter tracts and the distance from white matter hyperintensities.

Methods

Diffusion tensor 3-T MRI scans were acquired in 29 participants with white matter hyperintensities. In each subject, tractography by the fiber assignment by continuous tracking method was used to segment corticospinal tracts. Mean diffusivity, radial diffusivity, axial diffusivity, and fractional anisotropy were measured along corticospinal tracts in relation to white matter hyperintensities. Diffusion characteristics along tracts were correlated with distance from white matter hyperintensities and were also compared between tracts traversing and not traversing white matter hyperintensities.

Results

In tracts not traversing through white matter hyperintensities, increasing distance from white matter hyperintensities was associated with decreased mean diffusivity (p = 0.002) and increased fractional anisotropy (p = 0.006). In tracts traversing white matter hyperintensities, compared to tracts not traversing white matter hyperintensites, the mean diffusivity was higher at 6–8 voxels, axial diffusivity higher at 4–8 voxels, and radial diffusivity higher at 7 voxels away from white matter hyperintensities (all p < 0.006).

Conclusion

White matter hyperintensities are associated with two patterns of altered diffusion characteristics in the surrounding white matter tract network. Diffusion characteristics along white matter tracts improve further away from white matter hyperintensities suggestive of a local penumbra pattern. Also, altered diffusion extends further along tracts traversing white matter hyperintensities suggestive of a Wallerian-type degenerative pattern.
Literatur
1.
Zurück zum Zitat Debette S, Markus HS (2010) The clinical importance of white matter hyperintensities on brain magnetic resonance imaging: systematic review and meta-analysis. BMJ 26:c3666CrossRef Debette S, Markus HS (2010) The clinical importance of white matter hyperintensities on brain magnetic resonance imaging: systematic review and meta-analysis. BMJ 26:c3666CrossRef
2.
Zurück zum Zitat Gouw AA, Seewann A, van der Flier WM, Barkhof F, Rozemuller AM, Scheltens P, Geurts JJ (2011) Heterogeneity of small vessel disease: a systematic review of MRI and histopathology correlations. J Neurol Neurosurg Psychiatry 82:126–135CrossRefPubMed Gouw AA, Seewann A, van der Flier WM, Barkhof F, Rozemuller AM, Scheltens P, Geurts JJ (2011) Heterogeneity of small vessel disease: a systematic review of MRI and histopathology correlations. J Neurol Neurosurg Psychiatry 82:126–135CrossRefPubMed
3.
Zurück zum Zitat Maniega SM, Valdés Hernández MC, Clayden JD, Royle NA, Murray C, Morris Z, Aribisala BS, Gow AJ, Starr JM, Bastin ME, Deary IJ, Wardlaw JM (2015) White matter hyperintensities and normal-appearing white matter integrity in the aging brain. Neurobiol Aging 36:909–918CrossRefPubMedPubMedCentral Maniega SM, Valdés Hernández MC, Clayden JD, Royle NA, Murray C, Morris Z, Aribisala BS, Gow AJ, Starr JM, Bastin ME, Deary IJ, Wardlaw JM (2015) White matter hyperintensities and normal-appearing white matter integrity in the aging brain. Neurobiol Aging 36:909–918CrossRefPubMedPubMedCentral
4.
Zurück zum Zitat Schmidt R, Ropele S, Ferro J, Madureira S, Verdelho A, Petrovic K, Gouw A, van der Flier WM, Enzinger C, Pantoni L, Inzitari D, Erkinjuntti T, Scheltens P, Wahlund LO, Waldemar G, Rostrup E, Wallin A, Barkhof F, Fazekas F, LADIS study group (2010) Diffusion-weighted imaging and cognition in the leukoariosis and disability in the elderly study. Stroke 41:e402–e408CrossRefPubMed Schmidt R, Ropele S, Ferro J, Madureira S, Verdelho A, Petrovic K, Gouw A, van der Flier WM, Enzinger C, Pantoni L, Inzitari D, Erkinjuntti T, Scheltens P, Wahlund LO, Waldemar G, Rostrup E, Wallin A, Barkhof F, Fazekas F, LADIS study group (2010) Diffusion-weighted imaging and cognition in the leukoariosis and disability in the elderly study. Stroke 41:e402–e408CrossRefPubMed
5.
Zurück zum Zitat Vernooij MW, Ikram MA, Vrooman HA, Wielopolski PA, Krestin GP, Hofman A, Niessen WJ, Van der Lugt A, Breteler MM (2009) White matter microstructural integrity and cognitive function in a general elderly population. Arch Gen Psychiatry 66:545–553CrossRefPubMed Vernooij MW, Ikram MA, Vrooman HA, Wielopolski PA, Krestin GP, Hofman A, Niessen WJ, Van der Lugt A, Breteler MM (2009) White matter microstructural integrity and cognitive function in a general elderly population. Arch Gen Psychiatry 66:545–553CrossRefPubMed
6.
7.
Zurück zum Zitat Promjunyakul N, Lahna D, Kaye JA, Dodge HH, Erten-Lyons D, Rooney WD, Silbert LC (2015) Characterizing the white matter hyperintensity penumbra with cerebral blood flow measures. Neuroimage Clin 8:224–229CrossRefPubMedPubMedCentral Promjunyakul N, Lahna D, Kaye JA, Dodge HH, Erten-Lyons D, Rooney WD, Silbert LC (2015) Characterizing the white matter hyperintensity penumbra with cerebral blood flow measures. Neuroimage Clin 8:224–229CrossRefPubMedPubMedCentral
8.
Zurück zum Zitat Maillard P, Fletcher E, Lockhart SN, Roach AE, Reed B, Mungas D, DeCarli C (2014) White matter hyperintensities and their penumbra lie along a continuum of injury in the aging brain. Stroke 45:1721–1726CrossRefPubMedPubMedCentral Maillard P, Fletcher E, Lockhart SN, Roach AE, Reed B, Mungas D, DeCarli C (2014) White matter hyperintensities and their penumbra lie along a continuum of injury in the aging brain. Stroke 45:1721–1726CrossRefPubMedPubMedCentral
9.
Zurück zum Zitat Maillard P, Carmichael O, Harvey D, Fletcher E, Reed B, Mungas D, DeCarli C (2013) FLAIR and diffusion MRI signals are independent predictors of white matter hyperintensities. AJNR Am J Neuroradiol 34:54–61CrossRefPubMed Maillard P, Carmichael O, Harvey D, Fletcher E, Reed B, Mungas D, DeCarli C (2013) FLAIR and diffusion MRI signals are independent predictors of white matter hyperintensities. AJNR Am J Neuroradiol 34:54–61CrossRefPubMed
10.
Zurück zum Zitat Promjunyakul NO, Lahna DL, Kaye JA, Dodge HH, Erten-Lyons D, Rooney WD, Silbert LC (2016) Comparison of cerebral blood flow and structural penumbras in relation to white matter hyperintensities: a multi-modal magnetic resonance imaging study. J Cereb Blood Flow Metab 36:1528–1536CrossRefPubMedPubMedCentral Promjunyakul NO, Lahna DL, Kaye JA, Dodge HH, Erten-Lyons D, Rooney WD, Silbert LC (2016) Comparison of cerebral blood flow and structural penumbras in relation to white matter hyperintensities: a multi-modal magnetic resonance imaging study. J Cereb Blood Flow Metab 36:1528–1536CrossRefPubMedPubMedCentral
11.
Zurück zum Zitat Reginold W, Itorralba J, Luedke AC, Fernandez-Ruiz J, Reginold J, Islam O, Garcia A (2016) Tractography at 3T MRI of corpus callosum tracts crossing white matter hyperintensities. AJNR Am J Neuroradiol 37:1617–1622CrossRefPubMed Reginold W, Itorralba J, Luedke AC, Fernandez-Ruiz J, Reginold J, Islam O, Garcia A (2016) Tractography at 3T MRI of corpus callosum tracts crossing white matter hyperintensities. AJNR Am J Neuroradiol 37:1617–1622CrossRefPubMed
12.
Zurück zum Zitat Ryberg C, Rostrup E, Sjöstrand K, Paulson OB, Barkhof F, Scheltens P, van Straaten EC, Fazekas F, Schmidt R, Erkinjuntti T, Wahlund LO, Basile AM, Pantoni L, Inzitari D, Waldemar G, LADIS study group (2008) White matter changes contribute to corpus callosum atrophy in the elderly: the LADIS study. AJNR Am J Neuroradiol 29:1498–1504CrossRefPubMed Ryberg C, Rostrup E, Sjöstrand K, Paulson OB, Barkhof F, Scheltens P, van Straaten EC, Fazekas F, Schmidt R, Erkinjuntti T, Wahlund LO, Basile AM, Pantoni L, Inzitari D, Waldemar G, LADIS study group (2008) White matter changes contribute to corpus callosum atrophy in the elderly: the LADIS study. AJNR Am J Neuroradiol 29:1498–1504CrossRefPubMed
13.
Zurück zum Zitat Jones DK, Travis AR, Eden G, Pierpaoli C, Basser PJ (2005) PASTA: pointwise assessment of streamline tractography attributes. Magn Reson Med 53:1462–1467CrossRefPubMed Jones DK, Travis AR, Eden G, Pierpaoli C, Basser PJ (2005) PASTA: pointwise assessment of streamline tractography attributes. Magn Reson Med 53:1462–1467CrossRefPubMed
14.
Zurück zum Zitat Goodlett CB, Fletcher PT, Gilmore JH, Gerig G (2009) Group analysis of DTI fiber tract statistics with application to neurodevelopment. Neuroimage 45:S133–S142CrossRefPubMed Goodlett CB, Fletcher PT, Gilmore JH, Gerig G (2009) Group analysis of DTI fiber tract statistics with application to neurodevelopment. Neuroimage 45:S133–S142CrossRefPubMed
15.
Zurück zum Zitat O’Donnell LJ, Westin CF, Golby AJ (2009) Tract-based morphometry for white matter group analysis. Neuroimage 45:832–844CrossRefPubMed O’Donnell LJ, Westin CF, Golby AJ (2009) Tract-based morphometry for white matter group analysis. Neuroimage 45:832–844CrossRefPubMed
16.
Zurück zum Zitat Zhu H, Kong L, Li R, Styner M, Gerig G, Lin W, Gilmore JH (2011) FADTTS: functional analysis of diffusion tensor tract statistics. Neuroimage 56:1412–1425CrossRefPubMedPubMedCentral Zhu H, Kong L, Li R, Styner M, Gerig G, Lin W, Gilmore JH (2011) FADTTS: functional analysis of diffusion tensor tract statistics. Neuroimage 56:1412–1425CrossRefPubMedPubMedCentral
17.
Zurück zum Zitat Yeatman JD, Dougherty RF, Myall NJ, Wandell BA, Feldman HM (2012) Tract profiles of white matter properties: automating fiber-tract quantification. PLoS One 7:e49790CrossRefPubMedPubMedCentral Yeatman JD, Dougherty RF, Myall NJ, Wandell BA, Feldman HM (2012) Tract profiles of white matter properties: automating fiber-tract quantification. PLoS One 7:e49790CrossRefPubMedPubMedCentral
18.
Zurück zum Zitat Chen Z, Zhang H, Yushkevich PA, Liu M, Beaulieu C (2016) Maturation along white matter tracts in human brain using a diffusion tensor surface model tract-specific analysis. Front Neuroanat 10:9PubMedPubMedCentral Chen Z, Zhang H, Yushkevich PA, Liu M, Beaulieu C (2016) Maturation along white matter tracts in human brain using a diffusion tensor surface model tract-specific analysis. Front Neuroanat 10:9PubMedPubMedCentral
19.
Zurück zum Zitat Johnson RT, Yeatman JD, Wandell BA, Buonocore MH, Amaral DG, Nordahl CW (2014) Diffusion properties of major white matter tracts in young, typically developing children. Neuroimage 88:143–154CrossRefPubMed Johnson RT, Yeatman JD, Wandell BA, Buonocore MH, Amaral DG, Nordahl CW (2014) Diffusion properties of major white matter tracts in young, typically developing children. Neuroimage 88:143–154CrossRefPubMed
20.
Zurück zum Zitat Wardlaw JM, Smith EE, Biessels GJ, Cordonnier C, Fazekas F, Frayne R, Lindley RI, O’Brien JT, Barkhof F, Benavente OR, Black SE, Brayne C, Breteler M, Chabriat H, Decarli C, de Leeuw FE, Doubal F, Duering M, Fox NC, Greenberg S, Hachinski V, Kilimann I, Mok V, Rv O, Pantoni L, Speck O, Stephan BC, Teipel S, Viswanathan A, Werring D, Chen C, Smith C, van Buchem M, Norrving B, Gorelick PB, Dichgans M (2013) STandards for ReportIng Vascular changes on nEuroimaging. Neuroimaging standards for research into small vessel disease and its contribution to ageing and neurodegeneration. Lancet Neurol 12:822–838CrossRefPubMedPubMedCentral Wardlaw JM, Smith EE, Biessels GJ, Cordonnier C, Fazekas F, Frayne R, Lindley RI, O’Brien JT, Barkhof F, Benavente OR, Black SE, Brayne C, Breteler M, Chabriat H, Decarli C, de Leeuw FE, Doubal F, Duering M, Fox NC, Greenberg S, Hachinski V, Kilimann I, Mok V, Rv O, Pantoni L, Speck O, Stephan BC, Teipel S, Viswanathan A, Werring D, Chen C, Smith C, van Buchem M, Norrving B, Gorelick PB, Dichgans M (2013) STandards for ReportIng Vascular changes on nEuroimaging. Neuroimaging standards for research into small vessel disease and its contribution to ageing and neurodegeneration. Lancet Neurol 12:822–838CrossRefPubMedPubMedCentral
21.
Zurück zum Zitat Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TE, Johansen-Berg H, Bannister PR, De Luca M, Drobnjak I, Flitney DE, Niazy RK, Saunders J, Vickers J, Zhang Y, De Stefano N, Brady JM, Matthews PM (2010) Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage 23:S208–S219CrossRef Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TE, Johansen-Berg H, Bannister PR, De Luca M, Drobnjak I, Flitney DE, Niazy RK, Saunders J, Vickers J, Zhang Y, De Stefano N, Brady JM, Matthews PM (2010) Advances in functional and structural MR image analysis and implementation as FSL. Neuroimage 23:S208–S219CrossRef
22.
Zurück zum Zitat Wiegell MR, Larsson HB, Wedeen VJ (2000) Fiber crossing in human brain depicted with diffusion tensor MR imaging. Radiology 217:897–903CrossRefPubMed Wiegell MR, Larsson HB, Wedeen VJ (2000) Fiber crossing in human brain depicted with diffusion tensor MR imaging. Radiology 217:897–903CrossRefPubMed
23.
Zurück zum Zitat Simões R, Mönninghoff C, Dlugaj M, Weimar C, Wanke I, van Cappellen van Walsum AM, Slump C (2013) Automatic segmentation of cerebral white matter hyperintensities using only 3D FLAIR images. Magn Reson Imaging 31:1182–1189CrossRefPubMed Simões R, Mönninghoff C, Dlugaj M, Weimar C, Wanke I, van Cappellen van Walsum AM, Slump C (2013) Automatic segmentation of cerebral white matter hyperintensities using only 3D FLAIR images. Magn Reson Imaging 31:1182–1189CrossRefPubMed
24.
Zurück zum Zitat Cox RW (1996) AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput Biomed Res 29:162–173CrossRefPubMed Cox RW (1996) AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. Comput Biomed Res 29:162–173CrossRefPubMed
25.
Zurück zum Zitat Reginold W, Luedke AC, Tam A, Itorralba J, Fernandez-Ruiz J, Reginold J, Islam O, Garcia A (2015) Cognitive function and 3-Tesla magnetic resonance imaging tractography of white matter hyperintensities in elderly persons. Dement Geriatr Cogn Dis Extra 21:387–394CrossRef Reginold W, Luedke AC, Tam A, Itorralba J, Fernandez-Ruiz J, Reginold J, Islam O, Garcia A (2015) Cognitive function and 3-Tesla magnetic resonance imaging tractography of white matter hyperintensities in elderly persons. Dement Geriatr Cogn Dis Extra 21:387–394CrossRef
26.
Zurück zum Zitat Song SK, Sun SW, Ju WK, Lin SJ, Cross AH, Neufeld AH (2003) Diffusion tensor imaging detects and differentiates axon and myelin degeneration in mouse optic nerve after retinal ischemia. Neuroimage 20:1714–1722CrossRefPubMed Song SK, Sun SW, Ju WK, Lin SJ, Cross AH, Neufeld AH (2003) Diffusion tensor imaging detects and differentiates axon and myelin degeneration in mouse optic nerve after retinal ischemia. Neuroimage 20:1714–1722CrossRefPubMed
27.
Zurück zum Zitat Schwartz ED, Cooper ET, Fan Y, Jawad AF, Chin CL, Nissanov J, Hackney DB (2005) MRI diffusion coefficients in spinal cord correlate with axon morphometry. Neuroreport 16:73–76CrossRefPubMed Schwartz ED, Cooper ET, Fan Y, Jawad AF, Chin CL, Nissanov J, Hackney DB (2005) MRI diffusion coefficients in spinal cord correlate with axon morphometry. Neuroreport 16:73–76CrossRefPubMed
28.
Zurück zum Zitat 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 17:1429–1436CrossRefPubMed 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 17:1429–1436CrossRefPubMed
Metadaten
Titel
Impact of white matter hyperintensities on surrounding white matter tracts
verfasst von
William Reginold
Kevin Sam
Julien Poublanc
Joe Fisher
Adrian Crawley
David J. Mikulis
Publikationsdatum
20.07.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
Neuroradiology / Ausgabe 9/2018
Print ISSN: 0028-3940
Elektronische ISSN: 1432-1920
DOI
https://doi.org/10.1007/s00234-018-2053-x

Weitere Artikel der Ausgabe 9/2018

Neuroradiology 9/2018 Zur Ausgabe

Paediatric Neuroradiology

Schizencephaly revisited

Leitlinien kompakt für die Neurologie

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

Nicht Creutzfeldt Jakob, sondern Abführtee-Vergiftung

29.05.2024 Hyponatriämie Nachrichten

Eine ältere Frau trinkt regelmäßig Sennesblättertee gegen ihre Verstopfung. Der scheint plötzlich gut zu wirken. Auf Durchfall und Erbrechen folgt allerdings eine Hyponatriämie. Nach deren Korrektur kommt es plötzlich zu progredienten Kognitions- und Verhaltensstörungen.

Schutz der Synapsen bei Alzheimer

29.05.2024 Morbus Alzheimer Nachrichten

Mit einem Neurotrophin-Rezeptor-Modulator lässt sich möglicherweise eine bestehende Alzheimerdemenz etwas abschwächen: Erste Phase-2-Daten deuten auf einen verbesserten Synapsenschutz.

Sozialer Aufstieg verringert Demenzgefahr

24.05.2024 Demenz Nachrichten

Ein hohes soziales Niveau ist mit die beste Versicherung gegen eine Demenz. Noch geringer ist das Demenzrisiko für Menschen, die sozial aufsteigen: Sie gewinnen fast zwei demenzfreie Lebensjahre. Umgekehrt steigt die Demenzgefahr beim sozialen Abstieg.

Hirnblutung unter DOAK und VKA ähnlich bedrohlich

17.05.2024 Direkte orale Antikoagulanzien Nachrichten

Kommt es zu einer nichttraumatischen Hirnblutung, spielt es keine große Rolle, ob die Betroffenen zuvor direkt wirksame orale Antikoagulanzien oder Marcumar bekommen haben: Die Prognose ist ähnlich schlecht.

Update Neurologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.