Double pulsed field gradient diffusion MRI to assess skeletal muscle microstructure
被引:3
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作者:
Berry, D. B.
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Univ Calif San Diego, Dept Orthoped Surg, San Diego, CA USA
Univ Calif San Diego, Dept Nanoengn, San Diego, CA USAUniv Calif San Diego, Dept Orthoped Surg, San Diego, CA USA
Berry, D. B.
[1
,2
]
Galinsky, V. L.
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机构:
Univ Calif San Diego, Ctr Sci Computat Imaging, San Diego, CA USAUniv Calif San Diego, Dept Orthoped Surg, San Diego, CA USA
Galinsky, V. L.
[3
]
Hutchinson, E. B.
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机构:Univ Calif San Diego, Dept Orthoped Surg, San Diego, CA USA
Hutchinson, E. B.
Galons, J. P.
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机构:
Univ Arizona, Dept Med Imaging, Tucson, AZ USAUniv Calif San Diego, Dept Orthoped Surg, San Diego, CA USA
Galons, J. P.
[4
]
Ward, S. R.
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机构:
Univ Calif San Diego, Dept Orthoped Surg, San Diego, CA USA
Univ Calif San Diego, Dept Radiol, San Diego, CA USA
Univ Calif San Diego, Dept Bioengn, San Diego, CA USAUniv Calif San Diego, Dept Orthoped Surg, San Diego, CA USA
Ward, S. R.
[1
,5
,6
]
Frank, L. R.
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机构:
Univ Calif San Diego, Ctr Sci Computat Imaging, San Diego, CA USAUniv Calif San Diego, Dept Orthoped Surg, San Diego, CA USA
Frank, L. R.
[3
]
机构:
[1] Univ Calif San Diego, Dept Orthoped Surg, San Diego, CA USA
[2] Univ Calif San Diego, Dept Nanoengn, San Diego, CA USA
[3] Univ Calif San Diego, Ctr Sci Computat Imaging, San Diego, CA USA
[4] Univ Arizona, Dept Med Imaging, Tucson, AZ USA
[5] Univ Calif San Diego, Dept Radiol, San Diego, CA USA
[6] Univ Calif San Diego, Dept Bioengn, San Diego, CA USA
Purpose: Preliminary study to determine whether double pulsed field gradient (PFG) diffusion MRI is sensitive to key features ofmuscle microstructure related to function. Methods: The restricted diffusion profile of molecules in models of muscle microstructure derived from histology were systematically simulated using a numerical simulation approach. Diffusion tensor subspace imaging analysis of the diffusion signalwas performed, and spherical anisotropy (SA) was calculated for each model. Linear regression was used to determine the predictive capacity of SA on the fiber area, fiber diameter, and surface area to volume ratio of the models. Additionally, a rat model of muscle hypertrophy was scanned using a single PFG and a double PFG pulse sequence, and the restricted diffusion measurements were compared with histological measurements of microstructure. Results: Excellent agreement between SA and muscle fiber area (r(2) = 0.71; p < 0.0001), fiber diameter (r(2) = 0.83; p < 0.0001), and surface area to volume ratio (r(2) = 0.97; p < 0.0001) in simulated models was found. In a scanned rat leg, the distribution of these microstructural features measured from histology was broad and demonstrated that there is a wide variance in the microstructural features observed, similar to the SA distributions. However, the distribution of fractional anisotropy measurements in the same tissue was narrow. Conclusions: This study demonstrates that SA-a scalar value from diffusion tensor subspace imaging analysis-is highly sensitive to muscle microstructural features predictive of function. Furthermore, these techniques and analysis tools can be translated to real experiments in skeletal muscle. The increased dynamic range of SA compared with fractional anisotropy in the same tissue suggests increased sensitivity to detecting changes in tissue microstructure.
机构:
Zhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R ChinaZhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R China
Gao, Fusheng
Shen, Xiaoxia
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机构:
Zhejiang Univ, Dept Neonatal, Natl Clin Res Ctr Child Hlth, Childrens Hosp,Sch Med,Inten Care Unit, Hangzhou, Peoples R ChinaZhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R China
Shen, Xiaoxia
Zhang, Hongxi
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机构:
Zhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R ChinaZhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R China
Zhang, Hongxi
Ba, Ruicheng
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机构:
Zhejiang Univ, Key Lab Biomed Engn, Coll Biomed Engn & Instrument Sci, Minist Educ,Dept Biomed Engn, Hangzhou, Peoples R ChinaZhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R China
Ba, Ruicheng
Ma, Xiaolu
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机构:
Zhejiang Univ, Dept Neonatal, Natl Clin Res Ctr Child Hlth, Childrens Hosp,Sch Med,Inten Care Unit, Hangzhou, Peoples R ChinaZhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R China
Ma, Xiaolu
Lai, Can
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Zhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R ChinaZhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R China
Lai, Can
Zhang, Jiangyang
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NYU, Dept Radiol, Sch Med, 560 1St Ave, New York, NY 10016 USAZhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R China
Zhang, Jiangyang
Zhang, Yi
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Zhejiang Univ, Key Lab Biomed Engn, Coll Biomed Engn & Instrument Sci, Minist Educ,Dept Biomed Engn, Hangzhou, Peoples R ChinaZhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R China
Zhang, Yi
Wu, Dan
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Zhejiang Univ, Key Lab Biomed Engn, Coll Biomed Engn & Instrument Sci, Minist Educ,Dept Biomed Engn, Hangzhou, Peoples R ChinaZhejiang Univ, Natl Clin Res Ctr Child Hlth, Dept Radiol, Childrens Hosp,Sch Med, Hangzhou, Peoples R China
机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Berry, David B.
Regner, Benjamin
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Inst Engn Med, San Diego, CA USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Regner, Benjamin
Galinsky, Vitaly
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Inst Engn Med, San Diego, CA USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Galinsky, Vitaly
Ward, Samuel R.
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机构:
Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Radiol, 9500 Gilman Dr 0854, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Orthoped Surg, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
Ward, Samuel R.
Frank, Lawrence R.
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机构:
Univ Calif San Diego, Dept Radiol, 9500 Gilman Dr 0854, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
机构:
Lund Univ, Dept Med Radiat Phys, Lund, SwedenLund Univ, Dept Med Radiat Phys, Lund, Sweden
Chakwizira, Arthur
Westin, Carl-Fredrik
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Harvard Med Sch, Dept Radiol, Brigham & Womens Hosp, Boston, MA 02115 USALund Univ, Dept Med Radiat Phys, Lund, Sweden
Westin, Carl-Fredrik
Brabec, Jan
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Lund Univ, Dept Med Radiat Phys, Lund, SwedenLund Univ, Dept Med Radiat Phys, Lund, Sweden
Brabec, Jan
Lasic, Samo
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机构:
Copenhagen Univ Hosp Amager & Hvidovre, Danish Res Ctr Magnet Resonance, Ctr Funct & Diagnost Imaging & Res, Copenhagen, Denmark
Random Walk Imaging AB, Lund, SwedenLund Univ, Dept Med Radiat Phys, Lund, Sweden
Lasic, Samo
Knutsson, Linda
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Lund Univ, Dept Med Radiat Phys, Lund, Sweden
Johns Hopkins Univ, Sch Med, Russell H Morgan Dept Radiol & Radiol Sci, Baltimore, MD USA
Kennedy Krieger Inst, FM Kirby Res Ctr Funct Brain Imaging, Baltimore, MD USALund Univ, Dept Med Radiat Phys, Lund, Sweden
Knutsson, Linda
Szczepankiewicz, Filip
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Lund Univ, Dept Med Radiat Phys, Lund, SwedenLund Univ, Dept Med Radiat Phys, Lund, Sweden
Szczepankiewicz, Filip
Nilsson, Markus
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机构:
Lund Univ, Dept Clin Sci Lund, Radiol, Lund, SwedenLund Univ, Dept Med Radiat Phys, Lund, Sweden