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

被引:0
|
作者
Young, Griffin [1 ]
Nguyen, Vivian S. [1 ]
Howlett-Prieto, Quentin [2 ]
Abuaf, Amanda Frisosky [3 ]
Carroll, Timothy J. [4 ]
Kawaji, Keigo [1 ]
Javed, Adil [5 ]
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
关键词
T1; mapping; Multiple sclerosis; IR-FLASH; 3DT1-weighted scans; MAGNETIZATION-TRANSFER RATIO; NMR RELAXATION-TIMES; HIGH-RESOLUTION T-1; GREY-MATTER DAMAGE; WHITE-MATTER; HUMAN BRAIN; MRI; IRON; DISABILITY; QUANTIFICATION;
D O I
10.1007/s00234-024-03400-4
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
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.
引用
收藏
页码:1709 / 1719
页数:11
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