Revealing mesoscopic structural universality with diffusion

被引:264
作者
Novikov, Dmitry S. [1 ]
Jensen, Jens H. [2 ]
Helpern, Joseph A. [2 ]
Fieremans, Els [1 ]
机构
[1] NYU, Dept Radiol, Sch Med, Bernard & Irene Schwartz Ctr Biomed Imaging, New York, NY 10016 USA
[2] Med Univ S Carolina, Dept Radiol & Radiol Sci, Charleston, SC 29425 USA
基金
美国国家卫生研究院;
关键词
DISORDERED MEDIA; WATER DIFFUSION; ISCHEMIC-STROKE; POROUS-MEDIA; BRAIN; TIME; COEFFICIENT; LATTICES; DENSITY; DISEASE;
D O I
10.1073/pnas.1316944111
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
07 ; 0710 ; 09 ;
摘要
Measuring molecular diffusion is widely used for characterizing materials and living organisms noninvasively. This characterization relies on relations between macroscopic diffusion metrics and structure at the mesoscopic scale commensurate with the diffusion length. Establishing such relations remains a fundamental challenge, hindering progress in materials science, porous media, and biomedical imaging. Here we show that the dynamical exponent in the time dependence of the diffusion coefficient distinguishes between the universality classes of the mesoscopic structural complexity. Our approach enables the interpretation of diffusion measurements by objectively selecting and modeling the most relevant structural features. As an example, the specific values of the dynamical exponent allow us to identify the relevant mesoscopic structure affecting MRI-measured water diffusion in muscles and in brain, and to elucidate the structural changes behind the decrease of diffusion coefficient in ischemic stroke.
引用
收藏
页码:5088 / 5093
页数:6
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