T1 mapping from routine 3D T1-weighted inversion recovery sequences in clinical practice: comparison against reference inversion recovery fast field echo T1 scans and feasibility in multiple sclerosis
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作者:
Young, Griffin
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IIT, Biomed Engn, Chicago, IL USAIIT, Biomed Engn, Chicago, IL USA
Young, Griffin
[1
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Nguyen, Vivian S.
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IIT, Biomed Engn, Chicago, IL USAIIT, Biomed Engn, Chicago, IL USA
Nguyen, Vivian S.
[1
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Howlett-Prieto, Quentin
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Univ Illinois, Dept Neurol & Rehabil, Chicago, IL USAIIT, Biomed Engn, Chicago, IL USA
Howlett-Prieto, Quentin
[2
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Abuaf, Amanda Frisosky
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Univ Wisconsin, Dept Neurol, Madison, WI USAIIT, Biomed Engn, Chicago, IL USA
Abuaf, Amanda Frisosky
[3
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Carroll, Timothy J.
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Univ Chicago, Dept Radiol, Chicago, IL USAIIT, Biomed Engn, Chicago, IL USA
Carroll, Timothy J.
[4
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Kawaji, Keigo
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IIT, Biomed Engn, Chicago, IL USAIIT, Biomed Engn, Chicago, IL USA
Kawaji, Keigo
[1
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Javed, Adil
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Univ Chicago, Dept Neurol, 5841 South Maryland Ave, MC2030, Chicago, IL 60637 USAIIT, Biomed Engn, Chicago, IL USA
Javed, Adil
[5
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机构:
[1] IIT, Biomed Engn, Chicago, IL USA
[2] Univ Illinois, Dept Neurol & Rehabil, Chicago, IL USA
[3] Univ Wisconsin, Dept Neurol, Madison, WI USA
[4] Univ Chicago, Dept Radiol, Chicago, IL USA
[5] Univ Chicago, Dept Neurol, 5841 South Maryland Ave, MC2030, Chicago, IL 60637 USA
Background and purpose Quantitative T1 mapping can be an essential tool for assessing tissue injury in multiple sclerosis (MS). We introduce T1-REQUIRE, a method that converts a single high-resolution anatomical 3D T1-weighted Turbo Field Echo (3DT1TFE) scan into a parametric T1 map that could be used for quantitative assessment of tissue damage. We present the accuracy and feasibility of this method in MS. Methods 14 subjects with relapsing-remitting MS and 10 healthy subjects were examined. T1 maps were generated from 3DT1TFE images using T1-REQUIRE, which estimates T1 values using MR signal equations and internal tissue reference T1 values. Estimated T1 of lesions, white, and gray matter regions were compared with reference Inversion-Recovery Fast Field Echo T1 values and analyzed via correlation and Bland-Altman (BA) statistics. Results 159 T1-weighted (T1W) hypointense MS lesions and 288 gray matter regions were examined. T1 values for MS lesions showed a Pearson's correlation of r = 0.81 (p < 0.000), R-2 = 0.65, and Bias = 4.18%. BA statistics showed a mean difference of -53.95 ms and limits of agreement (LOA) of -344.20 and 236.30 ms. Non-lesional normal-appearing white matter had a correlation coefficient of r = 0.82 (p < 0.000), R-2 = 0.67, Bias = 8.78%, mean difference of 73.87 ms, and LOA of -55.67 and 203.41 ms. Conclusions We demonstrate the feasibility of retroactively derived high-resolution T1 maps from routinely acquired anatomical images, which could be used to quantify tissue pathology in MS. The results of this study will set the stage for testing this method in larger clinical studies for examining MS disease activity and progression.
机构:
Icahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
Icahn Sch Med Mt Sinai, Dept Radiol, New York, NY USA
New York Univ, Ctr Adv Imaging Innovat & Res CAI2R, Grossman Sch Med, New York, NY USA
NYU, Dept Elect & Comp Engn, Tandon Sch Engn, New York, NY USAIcahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
Pei, Haoyang
Xia, Ding
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机构:
Icahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
Icahn Sch Med Mt Sinai, Dept Radiol, New York, NY USAIcahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
Xia, Ding
Xu, Xiang
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机构:
Icahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
Icahn Sch Med Mt Sinai, Dept Radiol, New York, NY USAIcahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
Xu, Xiang
Yang, Yang
论文数: 0引用数: 0
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机构:
Icahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
Icahn Sch Med Mt Sinai, Dept Radiol, New York, NY USA
Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA USAIcahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
Yang, Yang
Wang, Yao
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NYU, Dept Elect & Comp Engn, Tandon Sch Engn, New York, NY USAIcahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
Wang, Yao
Liu, Fang
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机构:
Harvard Med Sch, Massachusetts Gen Hosp, Athinoula A Martinos Ctr Biomed Imaging, Boston, MA USAIcahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
Liu, Fang
Feng, Li
论文数: 0引用数: 0
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机构:
Icahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
Icahn Sch Med Mt Sinai, Dept Radiol, New York, NY USA
New York Univ, Ctr Adv Imaging Innovat & Res CAI2R, Grossman Sch Med, New York, NY USA
NYU, Ctr Adv Imaging Innovat & Res CAI2R, Grossman Sch Med, 660 First Ave, New York, NY 10029 USAIcahn Sch Med Mt Sinai, Biomed Engn & Imaging Inst BMEII, New York, NY USA
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA
Shao, Jiaxin
Rapacchi, Stanislas
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机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA
Rapacchi, Stanislas
Kim-Lien Nguyen
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机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, David Geffen Sch Med, Div Cardiol, Dept Med, Los Angeles, CA 90095 USA
Vet Affairs Greater Angeles Healthcare Syst, Div Cardiol, Los Angeles, CA USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA
Kim-Lien Nguyen
Hu, Peng
论文数: 0引用数: 0
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机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Biomed Phys Interdept Grad Program, Los Angeles, CA USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA
机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA
Shao, Jiaxin
Rashid, Shams
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机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA
Rashid, Shams
Renella, Pierangelo
论文数: 0引用数: 0
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机构:
Ronald Reagan UCLA Med Ctr, Dept Radiol, Los Angeles, CA USA
Irvine Coll Med, Irvine, CA USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA
Renella, Pierangelo
Kim-Lien Nguyen
论文数: 0引用数: 0
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机构:
Univ Calif Los Angeles, David Geffen Sch Med, Div Cardiol, Dept Med, Los Angeles, CA 90095 USA
Vet Affairs Greater Angeles Healthcare Syst, Div Cardiol, Los Angeles, CA USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA
Kim-Lien Nguyen
Hu, Peng
论文数: 0引用数: 0
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机构:
Univ Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA
Univ Calif Los Angeles, Biomed Phys Inter Dept, Grad Program, Los Angeles, CA USAUniv Calif Los Angeles, David Geffen Sch Med, Dept Radiol Sci, Los Angeles, CA 90095 USA