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

被引:73
作者
Albi, Angela [1 ]
Pasternak, Ofer [2 ,3 ]
Minati, Ludovico [1 ]
Marizzoni, Moira [4 ]
Bartres-Faz, David [5 ,6 ]
Bargallo, Nuria [7 ,8 ]
Bosch, Beatriz [6 ,9 ]
Rossini, Paolo Maria [10 ,11 ]
Marra, Camillo [12 ]
Mueller, Bernhard [13 ]
Fiedler, Ute [13 ]
Wiltfang, Jens [13 ,14 ]
Roccatagliata, Luca [15 ,16 ]
Picco, Agnese [17 ]
Nobili, Flavio Mariano [17 ]
Blin, Oliver [18 ]
Sein, Julien [19 ]
Ranjeva, Jean-Philippe [19 ]
Didic, Mira [20 ,21 ]
Bombois, Stephanie [22 ]
Lopes, Renaud [22 ]
Bordet, Regis [22 ]
Gros-Dagnac, Helene [23 ,24 ]
Payoux, Pierre [23 ,24 ]
Zoccatelli, Giada [25 ]
Alessandrini, Franco [25 ]
Beltramello, Alberto [25 ]
Ferretti, Antonio [26 ,27 ]
Caulo, Massimo [26 ,27 ]
Aiello, Marco [28 ]
Cavaliere, Carlo [28 ]
Soricelli, Andrea [28 ,29 ]
Parnetti, Lucilla [30 ]
Tarducci, Roberto [31 ]
Floridi, Piero [32 ]
Tsolaki, Magda [33 ]
Constantinidis, Manos [34 ]
Drevelegas, Antonios [34 ,35 ]
Frisoni, Giovanni [4 ,36 ,37 ,38 ]
Jovicich, Jorge [1 ]
机构
[1] Univ Trento, Ctr Mind Brain Sci CIMEC, Rovereto, Italy
[2] Harvard Med Sch, Brigham & Womens Hosp, Dept Psychiat, Boston, MA USA
[3] Harvard Med Sch, Brigham & Womens Hosp, Dept Radiol, Boston, MA USA
[4] IRCCS San Giovanni Dio FBF, LENITEM Lab Epidemiol Neuroimaging & Telemed, Brescia, Italy
[5] Univ Barcelona, Dept Psychiat & Clin Psychobiol, Barcelona, Spain
[6] IDIBAPS, Barcelona, Spain
[7] Hosp Clin Barcelona, IDIBAPS, Dept Neuroradiol, Barcelona, Spain
[8] Hosp Clin Barcelona, IDIBAPS, Magnet Resonance Image Core Facil, Barcelona, Spain
[9] Hosp Clin Barcelona, Dept Neurol, Alzheimers Dis & Other Cognit Disorders Unit, Barcelona, Spain
[10] Catholic Univ, Policlin Gemelli, Dept Geriatr Neurosci & Orthoped, Rome, Italy
[11] IRCSS S Raffaele Pisana, Rome, Italy
[12] Catholic Univ, Ctr Neuropsychol Res, Rome, Italy
[13] Inst & Clin Univ Duisburg Essen, LVR Clin Psychiat & Psychotherapy, Essen, Germany
[14] Georg August Univ, Univ Med Ctr, Dept Psychiat & Psychotherapy, Gottingen, Germany
[15] IRCSS San Martino Univ Hosp & IST, Dept Neuroradiol, Genoa, Italy
[16] Univ Genoa, Dept Hlth Sci, Genoa, Italy
[17] Univ Genoa, Dept Neurosci Ophthalmol Genet & Mother Child Hlt, Genoa, Italy
[18] Aix Marseille Univ, CNRS, AP HP, Pharmacol,UMR, F-7289 Marseille, France
[19] Aix Marseille Univ, CNRS, CRMBM CEMEREM, UMR 7339, Marseille, France
[20] CHU Timone, APHM, Serv Neurol & Neuropsychol, Marseille, France
[21] Aix Marseille Univ, INSERM, INS UMR S 1106, F-13005 Marseille, France
[22] Univ Lille, INSERM, CHU Lille, Degenerat & Vasc Cognit Disorders U1171, F-59000 Lille, France
[23] INSERM, Imagerie Cerebrale & Handicaps Neurol, UMR 825, Toulouse, France
[24] Univ Toulouse, UPS, Imagerie Cerebrale & Handicaps Neurol, UMR 825,CHU Purpan, Pl Dr Baylac, Toulouse 9, France
[25] Gen Hosp, Dept Neuroradiol, Verona, Italy
[26] Univ G dAnnunzio Chieti, Dept Neurosci Imaging & Clin Sci, Chieti, CH, Italy
[27] Univ G dAnnunzio Chieti, Inst Adv Biomed Technol ITAB, Chieti, CH, Italy
[28] IRCCS SDN, Naples, Italy
[29] Univ Naples Parthenope, Naples, Italy
[30] Univ Perugia, Neurol Sect, Ctr Memory Disturbances, Perugia, Italy
[31] Perugia Gen Hosp, Med Phys Unit, Perugia, Italy
[32] Perugia Gen Hosp, Neuroradiol Unit, Perugia, Italy
[33] Aristotle Univ Thessaloniki, Dept Neurol 3, Thessaloniki, Greece
[34] Interbalkan Med Ctr Thessaloniki, Thessaloniki, Greece
[35] Aristotle Univ Thessaloniki, Dept Radiol, Thessaloniki, Greece
[36] Univ Hosp, Memory Clin, Geneva, Switzerland
[37] Univ Hosp, LANVIE Lab Neuroimaging Aging, Geneva, Switzerland
[38] Univ Geneva, Geneva, Switzerland
基金
欧盟第七框架计划;
关键词
multisite diffusion MRI; free-water imaging; test-retest reproducibility; brain diffusion tensor imaging; longitudinal; healthy elderly; CEREBRAL WHITE-MATTER; FALSE DISCOVERY RATE; SPATIAL STATISTICS; SUBSTANTIA-NIGRA; MRI; RELIABILITY; DISEASE;
D O I
10.1002/hbm.23350
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
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. (c) 2016 Wiley Periodicals, Inc.
引用
收藏
页码:12 / 26
页数:15
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