Quantifying precision in cardiac diffusion tensor imaging with second-order motion-compensated convex optimized diffusion encoding

被引:25
作者
Aliotta, Eric [1 ,2 ]
Moulin, Kevin [1 ]
Magrath, Patrick [3 ]
Ennis, Daniel B. [1 ,2 ,3 ]
机构
[1] Univ Calif Los Angeles, Dept Radiol Sci, Los Angeles, CA 90024 USA
[2] Univ Calif Los Angeles, Biomed Phys Interdept Program, Los Angeles, CA USA
[3] Univ Calif Los Angeles, Dept Bioengn, Los Angeles, CA USA
关键词
cardiac diffusion; diffusion tensor imaging; cardiac MRI; CARDIOVASCULAR MAGNETIC-RESONANCE; IN-VIVO; HUMAN HEART; HYPERTROPHIC CARDIOMYOPATHY; HISTOLOGICAL VALIDATION; SPIN-ECHO; MRI; NOISE; UNCERTAINTY; PARAMETERS;
D O I
10.1002/mrm.27107
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: To quantify the precision of in vivo cardiac DTI (cDTI) acquired with a spin echo, first-andsecond-order motion-compensated (M1M2), convex optimized diffusion encoding (CODE) sequence. Methods: Free-breathing CODE- M1M2 cDTI were acquired in healthy volunteers (N = 10) at midsystole and diastole with 10 repeated acquisitions per phase. 95% confidence intervals of uncertainty in reconstructed diffusion tensor eigenvectors ((E) over right arrow (1), (E) over right arrow (2), (E) over right arrow (3)), mean diffusivity (MD), fractional anisotropy (FA), and tensor Mode were measured using a bootstrapping approach. Trends in observed tensor metric uncertainty were evaluated as a function of scan duration, image SNR, cardiac phase, and bulk motion artifacts. Results: For midsystolic scans including 5 signal averages (scan time: similar to 5 min), the median myocardial 95% confidence intervals of uncertainties were: (E) over right arrow (1): 15.5 +/- 1.28, ($) over right arrow (2): 31.2 +/- 3.58, (E) over right arrow (3): 21.863.18, MD: 0.38 +/- 0.02 x 10(-3)mm(2)/s, FA: 0.20 +/- 0.01, and Mode: 1.10 +/- 0.08. Uncertainty in all parameters increased for diastolic scans: (E) over right arrow (1): 31.9 +/- 7.18, (E) over right arrow (2): 59.6 +/- 6.88, (E) over right arrow (3) : 40.5 +/- 6.48, MD: 0.52 +/- 0.09 x 10(-3) mm(2)/s, FA: 0.23 +/- 0.01, and Mode: 1.57 +/- 0.11. Diastolic cDTI also reported higher MD (MDDIA = 1.91 +/- 0.34 x 10(-3) mm(2)/s vs. MDSYS = 1.58 +/- 0.09 x 10(-3) mm(2)/s, P = 831023) and lower FA values (FA(DIA) = 0.32 +/- 0.06 vs. FA(SYS) = 0.37 +/- 0.03, P = 0.03). Conclusion: cDTI precision improved with increasing nondiffusion-weighted (b = 0) image SNR, but gains were minimal for SNR >= 25 (similar to 10 averages). cDTI precision was also sensitive to intershot bulk motion artifacts, which led to better precision for midsystolic imaging.
引用
收藏
页码:1074 / 1087
页数:14
相关论文
共 40 条
  • [1] Characterization of diffuse fibrosis in the failing human heart via diffusion tensor imaging and quantitative histological validation
    Abdullah, Osama M.
    Drakos, Stavros G.
    Diakos, Nikolaos A.
    Wever-Pinzon, Omar
    Kfoury, Abdallah G.
    Stehlik, Josef
    Selzman, Craig H.
    Reid, Bruce B.
    Brunisholz, Kim
    Verma, Divya Ratan
    Myrick, Craig
    Sachse, Frank B.
    Li, Dean Y.
    Hsu, Edward W.
    [J]. NMR IN BIOMEDICINE, 2014, 27 (11) : 1378 - 1386
  • [2] Aliotta E, 2015, J CARDIOVASC MAGN S1, V17, P388
  • [3] Convex optimized diffusion encoding (CODE) gradient waveforms for minimum echo time and bulk motion-compensated diffusion-weighted MRI
    Aliotta, Eric
    Wu, Holden H.
    Ennis, Daniel B.
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2017, 77 (02) : 717 - 729
  • [4] INNER VOLUME MR IMAGING - TECHNICAL CONCEPTS AND THEIR APPLICATION
    FEINBERG, DA
    HOENNINGER, JC
    CROOKS, LE
    KAUFMAN, L
    WATTS, JC
    ARAKAWA, M
    [J]. RADIOLOGY, 1985, 156 (03) : 743 - 747
  • [5] In vivo cardiovascular magnetic resonance diffusion tensor imaging shows evidence of abnormal myocardial laminar orientations and mobility in hypertrophic cardiomyopathy
    Ferreira, Pedro F.
    Kilner, Philip J.
    McGill, Laura-Ann
    Nielles-Vallespin, Sonia
    Scott, Andrew D.
    Ho, Siew Y.
    McCarthy, Karen P.
    Haba, Margarita M.
    Ismail, Tevfik F.
    Gatehouse, Peter D.
    de Silva, Ranil
    Lyon, Alexander R.
    Prasad, Sanjay K.
    Firmin, David N.
    Pennell, Dudley J.
    [J]. JOURNAL OF CARDIOVASCULAR MAGNETIC RESONANCE, 2014, 16
  • [6] Froeling M, 2015, J CARDIOVASC MAGN S1, V17, pP15
  • [7] DTI of human skeletal muscle: the effects of diffusion encoding parameters, signal-to-noise ratio and T2 on tensor indices and fiber tracts
    Froeling, Martijn
    Nederveen, Aart J.
    Nicolay, Klaas
    Strijkers, Gustav J.
    [J]. NMR IN BIOMEDICINE, 2013, 26 (11) : 1339 - 1352
  • [8] The effects of noise over the complete space of diffusion tensor shape
    Gahm, Jin Kyu
    Kindlmann, Gordon
    Ennis, Daniel B.
    [J]. MEDICAL IMAGE ANALYSIS, 2014, 18 (01) : 197 - 210
  • [9] Generalized Autocalibrating Partially Parallel Acquisitions (GRAPPA)
    Griswold, MA
    Jakob, PM
    Heidemann, RM
    Nittka, M
    Jellus, V
    Wang, JM
    Kiefer, B
    Haase, A
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2002, 47 (06) : 1202 - 1210
  • [10] Assessing DTI data quality using bootstrap analysis
    Heim, S
    Hahn, K
    Sämann, PG
    Fahrmeir, L
    Auer, DP
    [J]. MAGNETIC RESONANCE IN MEDICINE, 2004, 52 (03) : 582 - 589