Literature DB >> 27519630

Free water elimination improves test-retest reproducibility of diffusion tensor imaging indices in the brain: A longitudinal multisite study of healthy elderly subjects.

Angela Albi1, Ofer Pasternak2, Ludovico Minati1, Moira Marizzoni3, David Bartrés-Faz4, Núria Bargalló5, Beatriz Bosch6, Paolo Maria Rossini7,8, Camillo Marra9, Bernhard Müller10, Ute Fiedler10, Jens Wiltfang10,11, Luca Roccatagliata12,13, Agnese Picco14, Flavio Mariano Nobili14, Oliver Blin15, Julien Sein16, Jean-Philippe Ranjeva16, Mira Didic17,18, Stephanie Bombois19, Renaud Lopes19, Régis Bordet19, Hélène Gros-Dagnac20,21, Pierre Payoux20,21, Giada Zoccatelli22, Franco Alessandrini22, Alberto Beltramello22, Antonio Ferretti23,24, Massimo Caulo23,24, Marco Aiello25, Carlo Cavaliere25, Andrea Soricelli25,26, Lucilla Parnetti27, Roberto Tarducci28, Piero Floridi29, Magda Tsolaki30, Manos Constantinidis31, Antonios Drevelegas31,32, Giovanni Frisoni3,33, Jorge Jovicich1.   

Abstract

Free water elimination (FWE) in brain diffusion MRI has been shown to improve tissue specificity in human white matter characterization both in health and in disease. Relative to the classical diffusion tensor imaging (DTI) model, FWE is also expected to increase sensitivity to microstructural changes in longitudinal studies. However, it is not clear if these two models differ in their test-retest reproducibility. This study compares a bi-tensor model for FWE with DTI by extending a previous longitudinal-reproducibility 3T multisite study (10 sites, 7 different scanner models) of 50 healthy elderly participants (55-80 years old) scanned in two sessions at least 1 week apart. We computed the reproducibility of commonly used DTI metrics (FA: fractional anisotropy, MD: mean diffusivity, RD: radial diffusivity, and AXD: axial diffusivity), derived either using a DTI model or a FWE model. The DTI metrics were evaluated over 48 white-matter regions of the JHU-ICBM-DTI-81 white-matter labels atlas, and reproducibility errors were assessed. We found that relative to the DTI model, FWE significantly reduced reproducibility errors in most areas tested. In particular, for the FA and MD metrics, there was an average reduction of approximately 1% in the reproducibility error. The reproducibility scores did not significantly differ across sites. This study shows that FWE improves sensitivity and is thus promising for clinical applications, with the potential to identify more subtle changes. The increased reproducibility allows for smaller sample size or shorter trials in studies evaluating biomarkers of disease progression or treatment effects. Hum Brain Mapp 38:12-26, 2017.
© 2016 Wiley Periodicals, Inc. © 2016 Wiley Periodicals, Inc.

Entities:  

Keywords:  brain diffusion tensor imaging; free-water imaging; healthy elderly; longitudinal; multisite diffusion MRI; test-retest reproducibility

Mesh:

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Year:  2016        PMID: 27519630      PMCID: PMC5493991          DOI: 10.1002/hbm.23350

Source DB:  PubMed          Journal:  Hum Brain Mapp        ISSN: 1065-9471            Impact factor:   5.038


  52 in total

Review 1.  Diffusion tensor imaging: concepts and applications.

Authors:  D Le Bihan; J F Mangin; C Poupon; C A Clark; S Pappata; N Molko; H Chabriat
Journal:  J Magn Reson Imaging       Date:  2001-04       Impact factor: 4.813

2.  Diffusion tensor tractography of the limbic system.

Authors:  Luis Concha; Donald W Gross; Christian Beaulieu
Journal:  AJNR Am J Neuroradiol       Date:  2005-10       Impact factor: 3.825

3.  Diffusion tensor imaging in children and adolescents: reproducibility, hemispheric, and age-related differences.

Authors:  David Bonekamp; Lidia M Nagae; Mahaveer Degaonkar; Melissa Matson; Wael M A Abdalla; Peter B Barker; Susumu Mori; Alena Horská
Journal:  Neuroimage       Date:  2006-11-07       Impact factor: 6.556

Review 4.  Diffusion tensor imaging (DTI)-based white matter mapping in brain research: a review.

Authors:  Yaniv Assaf; Ofer Pasternak
Journal:  J Mol Neurosci       Date:  2008       Impact factor: 3.444

5.  Free water elimination and mapping from diffusion MRI.

Authors:  Ofer Pasternak; Nir Sochen; Yaniv Gur; Nathan Intrator; Yaniv Assaf
Journal:  Magn Reson Med       Date:  2009-09       Impact factor: 4.668

6.  The extent of diffusion MRI markers of neuroinflammation and white matter deterioration in chronic schizophrenia.

Authors:  Ofer Pasternak; Carl-Fredrik Westin; Brian Dahlben; Sylvain Bouix; Marek Kubicki
Journal:  Schizophr Res       Date:  2014-08-10       Impact factor: 4.939

7.  Increased free water in the substantia nigra of Parkinson's disease: a single-site and multi-site study.

Authors:  Edward Ofori; Ofer Pasternak; Peggy J Planetta; Roxana Burciu; Amy Snyder; Marcelo Febo; Todd E Golde; Michael S Okun; David E Vaillancourt
Journal:  Neurobiol Aging       Date:  2014-10-31       Impact factor: 4.673

8.  Estimation of extracellular volume from regularized multi-shell diffusion MRI.

Authors:  Ofer Pasternak; Martha E Shenton; Carl-Fredrik Westin
Journal:  Med Image Comput Comput Assist Interv       Date:  2012

9.  Clinical and biomarker profiling of prodromal Alzheimer's disease in workpackage 5 of the Innovative Medicines Initiative PharmaCog project: a 'European ADNI study'.

Authors:  S Galluzzi; M Marizzoni; C Babiloni; D Albani; L Antelmi; C Bagnoli; D Bartres-Faz; S Cordone; M Didic; L Farotti; U Fiedler; G Forloni; N Girtler; T Hensch; J Jovicich; A Leeuwis; C Marra; J L Molinuevo; F Nobili; J Pariente; L Parnetti; P Payoux; C Del Percio; J-P Ranjeva; E Rolandi; P M Rossini; P Schönknecht; A Soricelli; M Tsolaki; P J Visser; J Wiltfang; J C Richardson; R Bordet; O Blin; G B Frisoni
Journal:  J Intern Med       Date:  2016-03-04       Impact factor: 8.989

10.  Hockey Concussion Education Project, Part 2. Microstructural white matter alterations in acutely concussed ice hockey players: a longitudinal free-water MRI study.

Authors:  Ofer Pasternak; Inga K Koerte; Sylvain Bouix; Eli Fredman; Takeshi Sasaki; Michael Mayinger; Karl G Helmer; Andrew M Johnson; Jeffrey D Holmes; Lorie A Forwell; Elaine N Skopelja; Martha E Shenton; Paul S Echlin
Journal:  J Neurosurg       Date:  2014-02-04       Impact factor: 5.115

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  31 in total

1.  Cerebral white matter free water: A sensitive biomarker of cognition and function.

Authors:  Pauline Maillard; Evan Fletcher; Baljeet Singh; Oliver Martinez; David K Johnson; John M Olichney; Sarah T Farias; Charles DeCarli
Journal:  Neurology       Date:  2019-04-05       Impact factor: 9.910

2.  Spaceflight-Associated Brain White Matter Microstructural Changes and Intracranial Fluid Redistribution.

Authors:  Jessica K Lee; Vincent Koppelmans; Roy F Riascos; Khader M Hasan; Ofer Pasternak; Ajitkumar P Mulavara; Jacob J Bloomberg; Rachael D Seidler
Journal:  JAMA Neurol       Date:  2019-04-01       Impact factor: 18.302

3.  Age- and memory- related differences in hippocampal gray matter integrity are better captured by NODDI compared to single-tensor diffusion imaging.

Authors:  Anu Venkatesh; Shauna M Stark; Craig E L Stark; Ilana J Bennett
Journal:  Neurobiol Aging       Date:  2020-08-12       Impact factor: 4.673

4.  Fast and accurate initialization of the free-water imaging model parameters from multi-shell diffusion MRI.

Authors:  Ørjan Bergmann; Rafael Henriques; Carl-Fredrik Westin; Ofer Pasternak
Journal:  NMR Biomed       Date:  2019-12-19       Impact factor: 4.044

5.  Within-lesion heterogeneity of subcortical DWI lesion evolution, and stroke outcome: A voxel-based analysis.

Authors:  Marco Duering; Ruth Adam; Frank A Wollenweber; Anna Bayer-Karpinska; Ebru Baykara; Leidy Y Cubillos-Pinilla; Benno Gesierich; Miguel Á Araque Caballero; Sophia Stoecklein; Michael Ewers; Ofer Pasternak; Martin Dichgans
Journal:  J Cereb Blood Flow Metab       Date:  2019-07-25       Impact factor: 6.200

6.  White Matter Correlates of Mild Traumatic Brain Injuries in Women Subjected to Intimate-Partner Violence: A Preliminary Study.

Authors:  Eve M Valera; Aihua Cao; Ofer Pasternak; Martha E Shenton; Marek Kubicki; Nikos Makris; Noor Adra
Journal:  J Neurotrauma       Date:  2018-10-04       Impact factor: 5.269

7.  Design and validation of diffusion MRI models of white matter.

Authors:  Ileana O Jelescu; Matthew D Budde
Journal:  Front Phys       Date:  2017-11-28

8.  Re-examining age-related differences in white matter microstructure with free-water corrected diffusion tensor imaging.

Authors:  Jordan A Chad; Ofer Pasternak; David H Salat; J Jean Chen
Journal:  Neurobiol Aging       Date:  2018-08-01       Impact factor: 4.673

Review 9.  Longitudinal Progression Markers of Parkinson's Disease: Current View on Structural Imaging.

Authors:  Jing Yang; Roxana G Burciu; David E Vaillancourt
Journal:  Curr Neurol Neurosci Rep       Date:  2018-10-02       Impact factor: 5.081

10.  Test-retest reliability and long-term stability of three-tissue constrained spherical deconvolution methods for analyzing diffusion MRI data.

Authors:  Benjamin T Newman; Thijs Dhollander; Kristen A Reynier; Matthew B Panzer; T Jason Druzgal
Journal:  Magn Reson Med       Date:  2020-02-28       Impact factor: 4.668

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