Comprehensive Multi-Dimensional MRI for the Simultaneous Assessment of Cardiopulmonary Anatomy and Physiology

被引:28
作者
Cheng, Joseph Y. [1 ]
Zhang, Tao
Alley, Marcus T. [2 ,3 ,6 ]
Uecker, Martin [4 ,5 ]
Lustig, Michael [6 ]
Pauly, John M. [4 ,5 ]
Vasanawala, Shreyas S.
机构
[1] Stanford Univ, Dept Radiol, Stanford, CA 94305 USA
[2] GE Healthcare, Houston, TX USA
[3] German Ctr Cardiovasc Res, Partner Site, Gottingen, Germany
[4] Univ Med Ctr, Dept Diagnost & Intervent Radiol, Gottingen, Germany
[5] Univ Calif Berkeley, Berkeley, CA USA
[6] Stanford Univ, Dept Elect Engn, Stanford, CA USA
关键词
NONRIGID MOTION CORRECTION; PHASE-CONTRAST MR; MAGNETIC-RESONANCE; BLOOD-FLOW; TEMPORAL RESOLUTION; PULMONARY PERFUSION; DYNAMIC MRI; QUANTIFICATION; RECONSTRUCTION; SEDATION;
D O I
10.1038/s41598-017-04676-8
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
Diagnostic testing often assesses the cardiovascular or respiratory systems in isolation, ignoring the major pathophysiologic interactions between the systems in many diseases. When both systems are assessed currently, multiple modalities are utilized in costly fashion with burdensome logistics and decreased accessibility. Thus, we have developed a new acquisition and reconstruction paradigm using the flexibility of MRI to enable a comprehensive exam from a single 5-15 min scan. We constructed a compressive-sensing approach to pseudo-randomly acquire highly subsampled, multi-dimensionally-encoded and time-stamped data from which we reconstruct volumetric cardiac and respiratory motion phases, contrast-agent dynamics, and blood flow velocity fields. The proposed method, named XD flow, is demonstrated for (a) evaluating congenital heart disease, where the impact of bulk motion is reduced in a non-sedated neonatal patient and (b) where the observation of the impact of respiration on flow is necessary for diagnostics; (c) cardiopulmonary imaging, where cardiovascular flow, function, and anatomy information is needed along with pulmonary perfusion quantification; and in (d) renal function imaging, where blood velocities and glomerular filtration rates are simultaneously measured, which highlights the generality of the technique. XD flow has the ability to improve quantification and to provide additional data for patient diagnosis for comprehensive evaluations.
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页数:15
相关论文
共 71 条
[1]   Glomerular filtration rate: Assessment with dynamic contrast-enhanced MRI and a cortical-compartment model in the rabbit kidney [J].
Annet, L ;
Hermoye, L ;
Peeters, F ;
Jamar, F ;
Dehoux, JP ;
Van Beers, BE .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2004, 20 (05) :843-849
[2]   Concomitant gradient terms in phase contrast MR: Analysis and correction [J].
Bernstein, MA ;
Zhou, XHJ ;
Polzin, JA ;
King, KF ;
Ganin, A ;
Pelc, NJ ;
Glover, GH .
MAGNETIC RESONANCE IN MEDICINE, 1998, 39 (02) :300-308
[3]   MINIMIZING TE IN MOMENT-NULLED OR FLOW-ENCODED 2-DIMENSIONAL AND 3-DIMENSIONAL GRADIENT-ECHO IMAGING [J].
BERNSTEIN, MA ;
SHIMAKAWA, A ;
PELC, NJ .
JMRI-JOURNAL OF MAGNETIC RESONANCE IMAGING, 1992, 2 (05) :583-588
[4]   Undersampled radial MRI with multiple coils. Iterative image reconstruction using a total variation constraint [J].
Block, Kai Tobias ;
Uecker, Martin ;
Frahm, Jens .
MAGNETIC RESONANCE IN MEDICINE, 2007, 57 (06) :1086-1098
[5]  
Boyd S., 2011, FOUND TRENDS MACH LE, V3, P1, DOI DOI 10.1561/2200000016
[6]   Analysis of flow patterns using MRI [J].
Buonocore, MH ;
Bogren, HG .
INTERNATIONAL JOURNAL OF CARDIAC IMAGING, 1999, 15 (02) :99-103
[7]   Comprehensive Motion-Compensated Highly Accelerated 4D Flow MRI With Ferumoxytol Enhancement for Pediatric Congenital Heart Disease [J].
Cheng, Joseph Y. ;
Hanneman, Kate ;
Zhang, Tao ;
Alley, Marcus T. ;
Lai, Peng ;
Tamir, Jonathan I. ;
Uecker, Martin ;
Pauly, John M. ;
Lustig, Michael ;
Vasanawala, Shreyas S. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2016, 43 (06) :1355-1368
[8]   Free-breathing pediatric MRI with nonrigid motion correction and acceleration [J].
Cheng, Joseph Y. ;
Zhang, Tao ;
Ruangwattanapaisarn, Nichanan ;
Alley, Marcus T. ;
Uecker, Martin ;
Pauly, John M. ;
Lustig, Michael ;
Vasanawala, Shreyas S. .
JOURNAL OF MAGNETIC RESONANCE IMAGING, 2015, 42 (02) :407-420
[9]   Nonrigid motion correction in 3D using autofocusing withlocalized linear translations [J].
Cheng, Joseph Y. ;
Alley, Marcus T. ;
Cunningham, Charles H. ;
Vasanawala, Shreyas S. ;
Pauly, John M. ;
Lustig, Michael .
MAGNETIC RESONANCE IN MEDICINE, 2012, 68 (06) :1785-1797
[10]   Adverse sedation events in pediatrics:: Analysis of medications used for sedation [J].
Coté, CJ ;
Karl, HW ;
Notterman, DA ;
Weinberg, JA ;
McCloskey, C .
PEDIATRICS, 2000, 106 (04) :633-644