The role of myelination in measures of white matter integrity: Combination of diffusion tensor imaging and two-photon microscopy of CLARITY intact brains

被引:123
作者
Chang, Eric H. [1 ,2 ]
Argyelan, Miklos [1 ,2 ]
Aggarwal, Manisha [5 ]
Chandon, Toni-Shay S. [1 ,2 ]
Karlsgodt, Katherine H. [1 ,2 ,3 ,4 ,7 ]
Mori, Susumu [5 ,6 ]
Malhotra, Anil K. [1 ,2 ,3 ,4 ]
机构
[1] Northwell Hlth, Feinstein Inst Med Res, Ctr Psychiat Neurosci, 350 Community Dr, Manhasset, NY 11030 USA
[2] Northwell Hlth, Zucker Hillside Hosp, Div Psychiat Res, 75-59 263rd St, Glen Oaks, NY 11004 USA
[3] Hofstra Univ, Hofstra Northwell Sch Med, Dept Psychiat, Hempstead, NY 11550 USA
[4] Hofstra Univ, Dept Mol Med, Hempstead, NY 11550 USA
[5] Johns Hopkins Univ, Sch Med, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD 21205 USA
[6] Kennedy Krieger Inst, FM Kirby Res Ctr Funct Brain Imaging, Baltimore, MD 21205 USA
[7] Univ Calif Los Angeles, Dept Psychol, 1285 Franz Hall Box 951563, Los Angeles, CA 90095 USA
关键词
Fractional anisotropy; Tissue clearing; Whole brain immunolabeling; Myelin basic protein; Neuroimaging; Multimodal imaging; BASIC-PROTEIN; IN-VIVO; HISTOLOGICAL VALIDATION; MRI TRACTOGRAPHY; OPTIC-NERVE; MOUSE-BRAIN; TISSUE; WATER; VISUALIZATION; DEMYELINATION;
D O I
10.1016/j.neuroimage.2016.11.068
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Diffusion tensor imaging (DTI) is used extensively in neuroscience to noninvasively estimate white matter (WM) microarchitecture. However, the diffusion signal is inherently ambiguous because it infers WM structure from the orientation of water diffusion and cannot identify the biological sources of diffusion changes. To compare inferred WM estimates to directly labeled axonal elements, we performed a novel within-subjects combination of high-resolution ex vivo DTI with two-photon laser microscopy of intact mouse brains rendered optically transparent by Clear Lipid-exchanged, Anatomically Rigid, Imaging/immunostaining compatible, Tissue hYdrogel (CLARITY). We found that myelin basic protein (MBP) immunofluorescence significantly correlated with fractional anisotropy (FA), especially in WM regions with coherent fiber orientations and low fiber dispersion. Our results provide evidence that FA is particularly sensitive to myelination in WM regions with these characteristics. Furthermore, we found that radial diffusivity (RD) was only sensitive to myelination in a subset of WM tracts, suggesting that the association of RD with myelin should be used cautiously. This combined DTI-CLARITY approach illustrates, for the first time, a framework for using brain-wide immunolabeling of WM targets to elucidate the relationship between the diffusion signal and its biological underpinnings. This study also demonstrates the feasibility of a within-subject combination of noninvasive neuroimaging and tissue clearing techniques that has broader implications for neuroscience research.
引用
收藏
页码:253 / 261
页数:9
相关论文
共 66 条
  • [1] Three-Dimensional Diffusion Tensor Microimaging for Anatomical Characterization of the Mouse Brain
    Aggarwal, Manisha
    Mori, Susumu
    Shimogori, Tomomi
    Blackshaw, Seth
    Zhang, Jiangyang
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2010, 64 (01) : 249 - 261
  • [2] MR DIFFUSION TENSOR SPECTROSCOPY AND IMAGING
    BASSER, PJ
    MATTIELLO, J
    LEBIHAN, D
    [J]. BIOPHYSICAL JOURNAL, 1994, 66 (01) : 259 - 267
  • [3] Basser PJ, 1996, J MAGN RESON SER B, V111, P209, DOI [10.1006/jmrb.1996.0086, 10.1016/j.jmr.2011.09.022]
  • [4] Biology of oligodendrocyte and myelin in the mammalian central nervous system
    Baumann, N
    Pham-Dinh, D
    [J]. PHYSIOLOGICAL REVIEWS, 2001, 81 (02) : 871 - 927
  • [5] The basis of anisotropic water diffusion in the nervous system - a technical review
    Beaulieu, C
    [J]. NMR IN BIOMEDICINE, 2002, 15 (7-8) : 435 - 455
  • [6] Myelin basic protein: a multifunctional protein
    Boggs, J. M.
    [J]. CELLULAR AND MOLECULAR LIFE SCIENCES, 2006, 63 (17) : 1945 - 1961
  • [7] Toward accurate diagnosis of white matter pathology using diffusion tensor imaging
    Budde, Matthew D.
    Kim, Joong Hee
    Liang, Hsiao-Fang
    Schmidt, Robert E.
    Russell, John H.
    Cross, Anne H.
    Song, Sheng-Kwei
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2007, 57 (04) : 688 - 695
  • [8] Examining brain microstructure using structure tensor analysis of histological sections
    Budde, Matthew D.
    Frank, Joseph A.
    [J]. NEUROIMAGE, 2012, 63 (01) : 1 - 10
  • [9] A Diffusion MRI Tractography Connectome of the Mouse Brain and Comparison with Neuronal Tracer Data
    Calabrese, Evan
    Badea, Alexandra
    Cofer, Gary
    Qi, Yi
    Johnson, G. Allan
    [J]. CEREBRAL CORTEX, 2015, 25 (11) : 4628 - 4637
  • [10] Chang E.H., DATA IN BRIEF