Diffusion Tensor Metrics as Biomarkers in Alzheimer's Disease

被引:94
作者
Acosta-Cabronero, Julio [1 ]
Alley, Stephanie [2 ]
Williams, Guy B. [3 ]
Pengas, George [1 ]
Nestor, Peter J. [1 ,4 ]
机构
[1] Univ Cambridge, Sch Clin Med, Dept Clin Neurosci, Cognit Memory & Language Grp,Neurol Unit, Cambridge, England
[2] Univ Cambridge, Dept Appl Math & Theoret Phys, Ctr Math Sci, Cambridge CB3 9EW, England
[3] Univ Cambridge, Addenbrookes Hosp, Sch Clin Med, Wolfson Brain Imaging Ctr,Dept Clin Neurosci, Cambridge CB2 2QQ, England
[4] German Ctr Neurodegenerat Dis DZNE, Magdeburg, Germany
基金
英国医学研究理事会;
关键词
MILD COGNITIVE IMPAIRMENT; WHITE-MATTER DEGENERATION; HUMAN CORPUS-CALLOSUM; FIBER TRACTS; HIPPOCAMPAL; DEMENTIA; REDUCTION; VOLUME;
D O I
10.1371/journal.pone.0049072
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
Background: Although diffusion tensor imaging has been a major research focus for Alzheimer's disease in recent years, it remains unclear whether it has sufficient stability to have biomarker potential. To date, frequently inconsistent results have been reported, though lack of standardisation in acquisition and analysis make such discrepancies difficult to interpret. There is also, at present, little knowledge of how the biometric properties of diffusion tensor imaging might evolve in the course of Alzheimer's disease. Methods: The biomarker question was addressed in this study by adopting a standardised protocol both for the whole brain (tract-based spatial statistics), and for a region of interest: the midline corpus callosum. In order to study the evolution of tensor changes, cross-sectional data from very mild (N = 21) and mild (N = 22) Alzheimer's disease patients were examined as well as a longitudinal cohort (N = 16) that had been rescanned at 12 months. Findings and Significance: The results revealed that increased axial and mean diffusivity are the first abnormalities to occur and that the first region to develop such significant differences was mesial parietal/splenial white matter; these metrics, however, remained relatively static with advancing disease indicating they are suitable as 'state-specific' markers. In contrast, increased radial diffusivity, and therefore decreased fractional anisotropy-though less detectable early-became increasingly abnormal with disease progression, and, in the splenium of the corpus callosum, correlated significantly with dementia severity; these metrics therefore appear 'stage-specific' and would be ideal for monitoring disease progression. In addition, the cross-sectional and longitudinal analyses showed that the progressive abnormalities in radial diffusivity and fractional anisotropy always occurred in areas that had first shown an increase in axial and mean diffusivity. Given that the former two metrics correlate with dementia severity, but the latter two did not, it would appear that increased axial diffusivity represents an upstream event that precedes neuronal loss.
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页数:14
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共 46 条
[11]
Functional relevant loss of long association fibre tracts integrity in early Alzheimer's disease [J].
Fellgiebel, Andreas ;
Schermuly, Ingrid ;
Gerhard, Alexander ;
Keller, Isabel ;
Albrecht, Juliane ;
Weibrich, Carsten ;
Mueller, Matthias J. ;
Stoeter, Peter .
NEUROPSYCHOLOGIA, 2008, 46 (06) :1698-1706
[12]
MINI-MENTAL STATE - PRACTICAL METHOD FOR GRADING COGNITIVE STATE OF PATIENTS FOR CLINICIAN [J].
FOLSTEIN, MF ;
FOLSTEIN, SE ;
MCHUGH, PR .
JOURNAL OF PSYCHIATRIC RESEARCH, 1975, 12 (03) :189-198
[13]
Generalized Autocalibrating Partially Parallel Acquisitions (GRAPPA) [J].
Griswold, MA ;
Jakob, PM ;
Heidemann, RM ;
Nittka, M ;
Jellus, V ;
Wang, JM ;
Kiefer, B ;
Haase, A .
MAGNETIC RESONANCE IN MEDICINE, 2002, 47 (06) :1202-1210
[14]
Diffusion-weighted and magnetization transfer imaging of the corpus callosum in Alzheimer's disease [J].
Hanyu, H ;
Asano, T ;
Sakurai, H ;
Imon, Y ;
Iwamoto, T ;
Takasaki, M ;
Shindo, H ;
Abe, K .
JOURNAL OF THE NEUROLOGICAL SCIENCES, 1999, 167 (01) :37-44
[15]
Topography of the human corpus callosum revisited - Comprehensive fiber tractography using diffusion tensor magnetic resonance imaging [J].
Hofer, Sabine ;
Frahm, Jens .
NEUROIMAGE, 2006, 32 (03) :989-994
[16]
Distinctive disruption patterns of white matter tracts in Alzheimer's disease with full diffusion tensor characterization [J].
Huang, Hao ;
Fan, Xin ;
Weiner, Myron ;
Martin-Cook, Kristin ;
Xiao, Guanghua ;
Davis, Jeannie ;
Devous, Michael ;
Rosenberg, Roger ;
Diaz-Arrastia, Ramon .
NEUROBIOLOGY OF AGING, 2012, 33 (09) :2029-2045
[17]
Diffusion tensor imaging of normal appearing white matter and its correlation with cognitive functioning in mild cognitive impairment and Alzheimer's disease [J].
Huang, Juebin ;
Auchus, Alexander P. .
IMAGING AND THE AGING BRAIN, 2007, 1097 :259-264
[18]
ANTERIOR TEMPORAL LOBES AND HIPPOCAMPAL FORMATIONS - NORMATIVE VOLUMETRIC MEASUREMENTS FROM MR IMAGES IN YOUNG-ADULTS [J].
JACK, CR ;
TWOMEY, CK ;
ZINSMEISTER, AR ;
SHARBROUGH, FW ;
PETERSEN, RC ;
CASCINO, GD .
RADIOLOGY, 1989, 172 (02) :549-554
[19]
Prediction of AD with MRI-based hippocampal volume in mild cognitive impairment [J].
Jack, CR ;
Petersen, RC ;
Xu, YC ;
O'Brien, PC ;
Smith, GE ;
Ivnik, RJ ;
Boeve, BF ;
Waring, SC ;
Tangalos, EG ;
Kokmen, E .
NEUROLOGY, 1999, 52 (07) :1397-1403
[20]
A global optimisation method for robust affine registration of brain images [J].
Jenkinson, M ;
Smith, S .
MEDICAL IMAGE ANALYSIS, 2001, 5 (02) :143-156