Scan time reduction in ²³Na-Magnetic Resonance Imaging using the chemical shift imaging sequence: Evaluation of an iterative reconstruction method.

AIM To evaluate potential scan time reduction in (23)Na-Magnetic Resonance Imaging with the chemical shift imaging sequence (CSI) using undersampled data of high-quality datasets, reconstructed with an iterative constrained reconstruction, compared to reduced resolution or reduced signal-to-noise ratio. MATERIALS AND METHODS CSI (23)Na-images were retrospectively undersampled and reconstructed with a constrained reconstruction scheme. The results were compared to conventional methods of scan time reduction. The constrained reconstruction scheme used a phase constraint and a finite object support, which was extracted from a spatially registered (1)H-image acquired with a double-tuned coil. The methods were evaluated using numerical simulations, phantom images and in-vivo images of a healthy volunteer and a patient who suffered from cerebral ischemic stroke. RESULTS The constrained reconstruction scheme showed improved image quality compared to a decreased number of averages, images with decreased resolution or circular undersampling with weighted averaging for any undersampling factor. Brain images of a stroke patient, which were reconstructed from three-fold undersampled k-space data, resulted in only minor differences from the original image (normalized root means square error < 12%) and an almost identical delineation of the stroke region (mismatch < 6%). CONCLUSION The acquisition of undersampled (23)Na-CSI images enables up to three-fold scan time reduction with improved image quality compared to conventional methods of scan time saving.

[1]  R Pohmann,et al.  Accurate phosphorus metabolite images of the human heart by 3D acquisition‐weighted CSI , 2001, Magnetic resonance in medicine.

[2]  Ruth Bonita,et al.  Epidemiology of stroke , 1992, The Lancet.

[3]  P A Bottomley,et al.  Restoration of low resolution metabolic images with a priori anatomic information: 23Na MRI in myocardial infarction. , 2000, Magnetic resonance imaging.

[4]  Friedrich Wetterling,et al.  The design of a double-tuned two-port surface resonator and its application to in vivo hydrogen- and sodium-MRI. , 2012, Journal of magnetic resonance.

[5]  Zhou Wang,et al.  Why is image quality assessment so difficult? , 2002, 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing.

[6]  D. Donoho,et al.  Sparse MRI: The application of compressed sensing for rapid MR imaging , 2007, Magnetic resonance in medicine.

[7]  K. T. Block,et al.  Undersampled radial MRI with multiple coils. Iterative image reconstruction using a total variation constraint , 2007, Magnetic resonance in medicine.

[8]  Wolfhard Semmler,et al.  Sodium MRI using a density‐adapted 3D radial acquisition technique , 2009, Magnetic resonance in medicine.

[9]  Manojkumar Saranathan,et al.  Composite MR image reconstruction and unaliasing for general trajectories using neural networks. , 2010, Magnetic resonance imaging.

[10]  Jens Fiehler Editorial comment--ADC and metabolites in stroke: even more confusion about diffusion? , 2003, Stroke.

[11]  J Bamford,et al.  Projecting the number of patients with first ever strokes and patients newly handicapped by stroke in England and Wales. , 1989, BMJ.

[12]  Armin M Nagel,et al.  Performance of sampling density‐weighted and postfiltered density‐adapted projection reconstruction in sodium magnetic resonance imaging , 2013, Magnetic resonance in medicine.

[13]  M Alecci,et al.  Practical design of a 4 Tesla double-tuned RF surface coil for interleaved 1H and 23Na MRI of rat brain. , 2006, Journal of magnetic resonance.

[14]  Friedrich Wetterling,et al.  Regional and temporal variations in tissue sodium concentration during the acute stroke phase , 2012, Magnetic resonance in medicine.

[15]  Stefan Neubauer,et al.  Ultrashort TE chemical shift imaging (UTE‐CSI) , 2005, Magnetic resonance in medicine.

[16]  Daniel K Sodickson,et al.  Phase-constrained parallel MR image reconstruction. , 2005, Journal of magnetic resonance.

[17]  Dante C. Youla,et al.  Generalized Image Restoration by the Method of Alternating Orthogonal Projections , 1978 .

[18]  Friedrich Wetterling,et al.  [Bilateral 23Na MR imaging of the breast and quantification of sodium concentration]. , 2014, Zeitschrift fur medizinische Physik.

[19]  Friedrich Wetterling,et al.  Chemical shift sodium imaging in a mouse model of thromboembolic stroke at 9.4 T , 2011, Journal of magnetic resonance imaging : JMRI.

[20]  K. Uğurbil,et al.  NMR chemical shift imaging in three dimensions. , 1982, Proceedings of the National Academy of Sciences of the United States of America.

[21]  M Barinaga,et al.  Finding new drugs to treat stroke. , 1996, Science.

[22]  Gregory Chang,et al.  Compressed sensing sodium MRI of cartilage at 7T: preliminary study. , 2012, Journal of magnetic resonance.

[23]  Christian Beaulieu,et al.  Sodium imaging intensity increases with time after human ischemic stroke , 2009, Annals of neurology.

[24]  Mike E. Davies,et al.  Iterative Hard Thresholding for Compressed Sensing , 2008, ArXiv.

[25]  Vahid Tarokh,et al.  Low‐dimensional‐structure self‐learning and thresholding: Regularization beyond compressed sensing for MRI Reconstruction , 2011, Magnetic resonance in medicine.

[26]  S J Phillips,et al.  Incidence rates of stroke in the eighties: the end of the decline in stroke? , 1989, Stroke.

[27]  Wolfhard Semmler,et al.  Iterative 3D projection reconstruction of 23Na data with an 1H MRI constraint , 2014, Magnetic resonance in medicine.

[28]  L. Schad,et al.  Bilaterale 23Na-MR-Bildgebung der Mamma und Quantifizierung der Natriumkonzentration , 2014 .

[29]  V. J. Marder,et al.  Thrombolytic therapy: current status. (first of two parts) , 1988 .

[30]  Michael Bock,et al.  3D radial projection technique with ultrashort echo times for sodium MRI: Clinical applications in human brain and skeletal muscle , 2007, Magnetic resonance in medicine.

[31]  K R Thulborn,et al.  Comprehensive MR imaging protocol for stroke management: tissue sodium concentration as a measure of tissue viability in nonhuman primate studies and in clinical studies. , 1999, Radiology.

[32]  Emmanuel J. Candès,et al.  Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information , 2004, IEEE Transactions on Information Theory.

[33]  Leon Axel,et al.  Combination of Compressed Sensing and Parallel Imaging for Highly-Accelerated 3 D First-Pass Cardiac Perfusion MRI , 2009 .

[34]  Philip J. Bones,et al.  Improved matrix inversion in image plane parallel MRI. , 2009, Magnetic resonance imaging.

[35]  J. Saver Time Is Brain—Quantified , 2006, Stroke.

[36]  R. R. Ernst,et al.  NMR Fourier zeugmatography. , 2011, Journal of magnetic resonance.

[37]  Sol Sherry,et al.  Thrombolytic Therapy: Current Status , 1988 .