Quantification of increased cellularity during inflammatory demyelination

被引:312
作者
Wang, Yong
Wang, Qing [2 ]
Haldar, Justin P. [3 ]
Yeh, Fang-Cheng [4 ]
Xie, Mingqiang
Sun, Peng
Tu, Tsang-Wei [2 ]
Trinkaus, Kathryn [5 ]
Klein, Robyn S. [6 ,7 ]
Cross, Anne H. [8 ]
Song, Sheng-Kwei [1 ]
机构
[1] Washington Univ, Sch Med, Dept Radiol, St Louis, MO 63110 USA
[2] Washington Univ, Dept Mech Engn & Mat Sci, St Louis, MO 63110 USA
[3] Univ Illinois, Beckman Inst Adv Sci & Technol, Dept Elect & Comp Engn, Urbana, IL 61801 USA
[4] Carnegie Mellon Univ, Dept Biomed Engn, Pittsburgh, PA 15213 USA
[5] Washington Univ, Dept Biostat, St Louis, MO 63110 USA
[6] Washington Univ, Dept Anat & Neurobiol, St Louis, MO 63110 USA
[7] Washington Univ, Dept Pathol & Immunol, St Louis, MO 63110 USA
[8] Washington Univ, Dept Neurol, St Louis, MO 63110 USA
关键词
magnetic resonance imaging; diffusion tensor imaging; multiple tensor model; white matter injury; inflammation; CUPRIZONE-INDUCED DEMYELINATION; MULTIEXPONENTIAL DECAY DATA; UNIFORM-PENALTY INVERSION; WHITE-MATTER PATHOLOGY; MULTIPLE-SCLEROSIS; CORPUS-CALLOSUM; MAGNETIC-RESONANCE; DIFFUSION MRI; APPARENT DIFFUSION; NATURAL-HISTORY;
D O I
10.1093/brain/awr307
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Multiple sclerosis is characterized by inflammatory demyelination and irreversible axonal injury leading to permanent neurological disabilities. Diffusion tensor imaging demonstrates an improved capability over standard magnetic resonance imaging to differentiate axon from myelin pathologies. However, the increased cellularity and vasogenic oedema associated with inflammation cannot be detected or separated from axon/myelin injury by diffusion tensor imaging, limiting its clinical applications. A novel diffusion basis spectrum imaging, capable of characterizing water diffusion properties associated with axon/myelin injury and inflammation, was developed to quantitatively reveal white matter pathologies in central nervous system disorders. Tissue phantoms made of normal fixed mouse trigeminal nerves juxtaposed with and without gel were employed to demonstrate the feasibility of diffusion basis spectrum imaging to quantify baseline cellularity in the absence and presence of vasogenic oedema. Following the phantom studies, in vivo diffusion basis spectrum imaging and diffusion tensor imaging with immunohistochemistry validation were performed on the corpus callosum of cuprizone treated mice. Results demonstrate that in vivo diffusion basis spectrum imaging can effectively separate the confounding effects of increased cellularity and/or grey matter contamination, allowing successful detection of immunohistochemistry confirmed axonal injury and/or demyelination in middle and rostral corpus callosum that were missed by diffusion tensor imaging. In addition, diffusion basis spectrum imaging-derived cellularity strongly correlated with numbers of cell nuclei determined using immunohistochemistry. Our findings suggest that diffusion basis spectrum imaging has great potential to provide non-invasive biomarkers for neuroinflammation, axonal injury and demyelination coexisting in multiple sclerosis.
引用
收藏
页码:3587 / 3598
页数:12
相关论文
共 54 条
[1]   Orientationally invariant indices of axon diameter and density from diffusion MRI [J].
Alexander, Daniel C. ;
Hubbard, Penny L. ;
Hall, Matt G. ;
Moore, Elizabeth A. ;
Ptito, Maurice ;
Parker, Geoff J. M. ;
Dyrby, Tim B. .
NEUROIMAGE, 2010, 52 (04) :1374-1389
[2]   Multiple-fiber reconstruction algorithms for diffusion MRI [J].
Alexander, DC .
WHITE MATTER IN COGNITIVE NEUROSCIENCE: ADVANCES IN DIFFUSION TENSOR IMAGING AND ITS APPLICATIONS, 2005, 1064 :113-+
[3]   Effects of cell volume fraction changes on apparent diffusion in human cells [J].
Anderson, AW ;
Xie, J ;
Pizzonia, J ;
Bronen, RA ;
Spencer, DD ;
Gore, JC .
MAGNETIC RESONANCE IMAGING, 2000, 18 (06) :689-695
[4]   Measurement of fiber orientation distributions using high angular resolution diffusion imaging [J].
Anderson, AW .
MAGNETIC RESONANCE IN MEDICINE, 2005, 54 (05) :1194-1206
[5]   Analysis of generalized pattern searches [J].
Audet, C ;
Dennis, JE .
SIAM JOURNAL ON OPTIMIZATION, 2003, 13 (03) :889-903
[6]   Axonal degeneration and progressive neurologic disability in multiple sclerosis [J].
Bjartmar, C ;
Trapp, BD .
NEUROTOXICITY RESEARCH, 2003, 5 (1-2) :157-164
[7]   STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT [J].
BLAND, JM ;
ALTMAN, DG .
LANCET, 1986, 1 (8476) :307-310
[8]   Uniform-penalty inversion of multiexponential decay data [J].
Borgia, GC ;
Brown, RJS ;
Fantazzini, P .
JOURNAL OF MAGNETIC RESONANCE, 1998, 132 (01) :65-77
[9]   Uniform-penalty inversion of multiexponential decay data -: II.: Data spacing, T2 data, systematic data errors, and diagnostics [J].
Borgia, GC ;
Brown, RJS ;
Fantazzini, P .
JOURNAL OF MAGNETIC RESONANCE, 2000, 147 (02) :273-285
[10]   Toward accurate diagnosis of white matter pathology using diffusion tensor imaging [J].
Budde, Matthew D. ;
Kim, Joong Hee ;
Liang, Hsiao-Fang ;
Schmidt, Robert E. ;
Russell, John H. ;
Cross, Anne H. ;
Song, Sheng-Kwei .
MAGNETIC RESONANCE IN MEDICINE, 2007, 57 (04) :688-695