Measuring the effects of aging and sex on regional brain stiffness with MR elastography in healthy older adults

被引:176
作者
Arani, Arvin [1 ]
Murphy, Matthew C. [1 ]
Glaser, Kevin J. [1 ]
Manduca, Armando [2 ]
Lake, David S. [2 ]
Kruse, Scott A. [1 ]
Jack, Clifford R., Jr. [1 ]
Ehman, Richard L. [1 ]
Huston, John, III [1 ]
机构
[1] Mayo Clin, Dept Radiol, Rochester, MN 55905 USA
[2] Mayo Clin, Dept Physiol & Biomed Engn, Rochester, MN 55905 USA
关键词
Aging; Brain MRE; Brain stiffness; Elastography; Gender bias; Sexual dimorphism; MAGNETIC-RESONANCE ELASTOGRAPHY; ALZHEIMERS-DISEASE; VISCOELASTIC PROPERTIES; MECHANICAL-PROPERTIES; WHITE-MATTER; AGE; DIMORPHISM; PATHOLOGY; GRAY; RAT;
D O I
10.1016/j.neuroimage.2015.02.016
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Changes in tissue composition and cellular architecture have been associated with neurological disease, and these in turn can affect biomechanical properties. Natural biological factors such as aging and an individual's sex also affect underlying tissue biomechanics in different brain regions. Understanding the normal changes is necessary before determining the efficacy of stiffness imaging for neurological disease diagnosis and therapy monitoring. The objective of this study was to evaluate global and regional changes in brain stiffness as a function of age and sex, using improved MRE acquisition and processing that have been shown to provide median stiffness values that are typically reproducible to within 1% in global measurements and within 2% for regional measurements. Furthermore, this is the first study to report the effects of age and sex over the entire cerebrum volume and over the full frontal, occipital, parietal, temporal, deep gray matter/white matter (insula, deep gray nuclei and white matter tracts), and cerebellum volumes. In 45 volunteers, we observed a significant linear correlation between age and brain stiffness in the cerebrum (P < .0001), frontal lobes (P < .0001), occipital lobes (P = . 0005), parietal lobes (P = .0002), and the temporal lobes (P < .0001) of the brain. No significant linear correlation between brain stiffness and age was observed in the cerebellum (P = .74), and the sensory-motor regions (P = .32) of the brain, and a weak linear trend was observed in the deep gray matter/white matter (P = .075). A multiple linear regression model predicted an annual decline of 0.011 +/- 0.002 kPa in cerebrum stiffness with a theoretical median age value (76 years old) of 2.56 +/- 0.08 kPa. Sexual dimorphism was observed in the temporal (P - .03) and occipital (P - .001) lobes of the brain, but no significant difference was observed in any of the other brain regions (P > .20 for all other regions). The model predicted female occipital and temporal lobes to be 0.23 kPa and 0.09 kPa stiffer than males of the same age, respectively. This study confirms that as the brain ages, there is softening; however, the changes are dependent on region. In addition, stiffness effects due to sex exist in the occipital and temporal lobes. (C) 2015 The Authors. Published by Elsevier Inc.
引用
收藏
页码:59 / 64
页数:6
相关论文
共 34 条
[1]   Normal neuroanatomical variation due to age: The major lobes and a parcellation of the temporal region [J].
Allen, JS ;
Bruss, J ;
Brown, CK ;
Damasio, H .
NEUROBIOLOGY OF AGING, 2005, 26 (09) :1245-1260
[2]   Sexual dimorphism and asymmetries in the gray-white composition of the human cerebrum [J].
Allen, JS ;
Damasio, H ;
Grabowski, TJ ;
Bruss, J ;
Zhang, W .
NEUROIMAGE, 2003, 18 (04) :880-894
[3]   Unified segmentation [J].
Ashburner, J ;
Friston, KJ .
NEUROIMAGE, 2005, 26 (03) :839-851
[4]   Sex Differences in the Brain, Behavior, and Neuropsychiatric Disorders [J].
Bao, Ai-Min ;
Swaab, Dick F. .
NEUROSCIENTIST, 2010, 16 (05) :550-565
[5]   Why Are Autism Spectrum Conditions More Prevalent in Males? [J].
Baron-Cohen, Simon ;
Lombardo, Michael V. ;
Auyeung, Bonnie ;
Ashwin, Emma ;
Chakrabarti, Bhismadev ;
Knickmeyer, Rebecca .
PLOS BIOLOGY, 2011, 9 (06)
[6]   YOUNG-ADULT HUMAN BRAIN - AN MRI-BASED MORPHOMETRIC ANALYSIS [J].
FILIPEK, PA ;
RICHELME, C ;
KENNEDY, DN ;
CAVINESS, VS .
CEREBRAL CORTEX, 1994, 4 (04) :344-360
[7]   Viscoelastic Properties of the Rat Brain in the Sagittal Plane: Effects of Anatomical Structure and Age [J].
Finan, John D. ;
Elkin, Benjamin S. ;
Pearson, Erica M. ;
Kalbian, Irene L. ;
Morrison, Barclay, III .
ANNALS OF BIOMEDICAL ENGINEERING, 2012, 40 (01) :70-78
[8]   Age-dependent changes in material properties of the brain and braincase of the rat [J].
Gefen, A ;
Gefen, N ;
Zhu, QL ;
Raghupathi, R ;
Margulies, SS .
JOURNAL OF NEUROTRAUMA, 2003, 20 (11) :1163-1177
[9]   Normal sexual dimorphism of the adult human brain assessed by in vivo magnetic resonance imaging [J].
Goldstein, JM ;
Seidman, LJ ;
Horton, NJ ;
Makris, N ;
Kennedy, DN ;
Caviness, VS ;
Faraone, SV ;
Tsuang, MT .
CEREBRAL CORTEX, 2001, 11 (06) :490-497
[10]   A voxel-based morphometric study of ageing in 465 normal adult human brains [J].
Good, CD ;
Johnsrude, IS ;
Ashburner, J ;
Henson, RNA ;
Friston, KJ ;
Frackowiak, RSJ .
NEUROIMAGE, 2001, 14 (01) :21-36