Literature DB >> 33772083

Free-water diffusion tensor imaging improves the accuracy and sensitivity of white matter analysis in Alzheimer's disease.

Maurizio Bergamino1, Ryan R Walsh2, Ashley M Stokes3.   

Abstract

Magnetic resonance imaging (MRI) based diffusion tensor imaging (DTI) can assess white matter (WM) integrity through several metrics, such as fractional anisotropy (FA), axial/radial diffusivities (AxD/RD), and mode of anisotropy (MA). Standard DTI is susceptible to the effects of extracellular free water (FW), which can be removed using an advanced free-water DTI (FW-DTI) model. The purpose of this study was to compare standard and FW-DTI metrics in the context of Alzheimer's disease (AD). Data were obtained from the Open Access Series of Imaging Studies (OASIS-3) database and included both healthy controls (HC) and mild-to-moderate AD. With both standard and FW-DTI, decreased FA was found in AD, mainly in the corpus callosum and fornix, consistent with neurodegenerative mechanisms. Widespread higher AxD and RD were observed with standard DTI; however, the FW index, indicative of AD-associated neurodegeneration, was significantly elevated in these regions in AD, highlighting the potential impact of free water contributions on standard DTI in neurodegenerative pathologies. Using FW-DTI, improved consistency was observed in FA, AxD, and RD, and the complementary FW index was higher in the AD group as expected. With both standard and FW-DTI, higher values of MA coupled with higher values of FA in AD were found in the anterior thalamic radiation and cortico-spinal tract, most likely arising from a loss of crossing fibers. In conclusion, FW-DTI better reflects the underlying pathology of AD and improves the accuracy of DTI metrics related to WM integrity in Alzheimer's disease.

Entities:  

Year:  2021        PMID: 33772083      PMCID: PMC7998032          DOI: 10.1038/s41598-021-86505-7

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  62 in total

1.  High angular resolution diffusion imaging reveals intravoxel white matter fiber heterogeneity.

Authors:  David S Tuch; Timothy G Reese; Mette R Wiegell; Nikos Makris; John W Belliveau; Van J Wedeen
Journal:  Magn Reson Med       Date:  2002-10       Impact factor: 4.668

Review 2.  Twenty-five pitfalls in the analysis of diffusion MRI data.

Authors:  Derek K Jones; Mara Cercignani
Journal:  NMR Biomed       Date:  2010-08       Impact factor: 4.044

3.  Distinctive disruption patterns of white matter tracts in Alzheimer's disease with full diffusion tensor characterization.

Authors:  Hao Huang; Xin Fan; Myron Weiner; Kristin Martin-Cook; Guanghua Xiao; Jeannie Davis; Michael Devous; Roger Rosenberg; Ramon Diaz-Arrastia
Journal:  Neurobiol Aging       Date:  2011-08-27       Impact factor: 4.673

4.  Fractional anisotropy changes in Alzheimer's disease depend on the underlying fiber tract architecture: a multiparametric DTI study using joint independent component analysis.

Authors:  Stefan J Teipel; Michel J Grothe; Massimo Filippi; Andreas Fellgiebel; Martin Dyrba; Giovanni B Frisoni; Thomas Meindl; Arun L W Bokde; Harald Hampel; Stefan Klöppel; Karlheinz Hauenstein
Journal:  J Alzheimers Dis       Date:  2014       Impact factor: 4.472

5.  White matter damage in Alzheimer disease and mild cognitive impairment: assessment with diffusion-tensor MR imaging and parallel imaging techniques.

Authors:  Robert Stahl; Olaf Dietrich; Stefan J Teipel; Harald Hampel; Maximilian F Reiser; Stefan O Schoenberg
Journal:  Radiology       Date:  2007-05       Impact factor: 11.105

6.  Symmetric diffeomorphic image registration with cross-correlation: evaluating automated labeling of elderly and neurodegenerative brain.

Authors:  B B Avants; C L Epstein; M Grossman; J C Gee
Journal:  Med Image Anal       Date:  2007-06-23       Impact factor: 8.545

7.  Diffusion tensor imaging in preclinical and presymptomatic carriers of familial Alzheimer's disease mutations.

Authors:  John M Ringman; Joseph O'Neill; Daniel Geschwind; Luis Medina; Liana G Apostolova; Yaneth Rodriguez; Barbara Schaffer; Arousiak Varpetian; Benjamin Tseng; Freddy Ortiz; Jaime Fitten; Jeffrey L Cummings; George Bartzokis
Journal:  Brain       Date:  2007-05-23       Impact factor: 13.501

8.  DTI measures in crossing-fibre areas: increased diffusion anisotropy reveals early white matter alteration in MCI and mild Alzheimer's disease.

Authors:  Gwenaëlle Douaud; Saâd Jbabdi; Timothy E J Behrens; Ricarda A Menke; Achim Gass; Andreas U Monsch; Anil Rao; Brandon Whitcher; Gordon Kindlmann; Paul M Matthews; Stephen Smith
Journal:  Neuroimage       Date:  2010-12-21       Impact factor: 6.556

9.  Specific Patterns of White Matter Alterations Help Distinguishing Alzheimer's and Vascular Dementia.

Authors:  Fulvia Palesi; Andrea De Rinaldis; Paolo Vitali; Gloria Castellazzi; Letizia Casiraghi; Giancarlo Germani; Sara Bernini; Nicoletta Anzalone; Matteo Cotta Ramusino; Federica M Denaro; Elena Sinforiani; Alfredo Costa; Giovanni Magenes; Egidio D'Angelo; Claudia A M Gandini Wheeler-Kingshott; Giuseppe Micieli
Journal:  Front Neurosci       Date:  2018-04-25       Impact factor: 4.677

10.  Free-water imaging of the hippocampus is a sensitive marker of Alzheimer's disease.

Authors:  Edward Ofori; Steven T DeKosky; Marcelo Febo; Luis Colon-Perez; Paramita Chakrabarty; Ranjan Duara; Malek Adjouadi; Todd E Golde; David E Vaillancourt
Journal:  Neuroimage Clin       Date:  2019-08-22       Impact factor: 4.881

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  5 in total

1.  Sex Differences in Alzheimer's Disease Revealed by Free-Water Diffusion Tensor Imaging and Voxel-Based Morphometry.

Authors:  Maurizio Bergamino; Elizabeth G Keeling; Leslie C Baxter; Nicholas J Sisco; Ryan R Walsh; Ashley M Stokes
Journal:  J Alzheimers Dis       Date:  2022       Impact factor: 4.160

2.  Free-water diffusion tensor imaging detects occult periependymal abnormality in the AQP4-IgG-seropositive neuromyelitis optica spectrum disorder.

Authors:  Minchul Kim; Kyu Sung Choi; Sung Min Kim; Ji-Hoon Kim; Ryoo Chang Hyun; Inpyeong Hwang; Tae Jin Yun
Journal:  Sci Rep       Date:  2022-01-11       Impact factor: 4.379

3.  Analysis of Brain Structural Connectivity Networks and White Matter Integrity in Patients With Mild Cognitive Impairment.

Authors:  Maurizio Bergamino; Simona Schiavi; Alessandro Daducci; Ryan R Walsh; Ashley M Stokes
Journal:  Front Aging Neurosci       Date:  2022-01-31       Impact factor: 5.750

4.  Free-water diffusion MRI detects structural alterations surrounding white matter hyperintensities in the early stage of cerebral small vessel disease.

Authors:  Carola Mayer; Felix L Nägele; Marvin Petersen; Benedikt M Frey; Uta Hanning; Ofer Pasternak; Elina Petersen; Christian Gerloff; Götz Thomalla; Bastian Cheng
Journal:  J Cereb Blood Flow Metab       Date:  2022-04-11       Impact factor: 6.960

5.  Using whole-brain diffusion tensor analysis to evaluate white matter structural correlates of delayed visuospatial memory and one-week motor skill retention in nondemented older adults: A preliminary study.

Authors:  Jennapher Lingo VanGilder; Maurizio Bergamino; Andrew Hooyman; Megan C Fitzhugh; Corianne Rogalsky; Jill C Stewart; Scott C Beeman; Sydney Y Schaefer
Journal:  PLoS One       Date:  2022-09-22       Impact factor: 3.752

  5 in total

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