Automatic frequency and phase alignment of in vivo J-difference-edited MR spectra by frequency domain correlation

ObjectiveJ-difference editing is often used to select resonances of compounds with coupled spins in 1H-MR spectra. Accurate phase and frequency alignment prior to subtracting J-difference-edited MR spectra is important to avoid artefactual contributions to the edited resonance.Materials and methodsIn-vivo J-difference-edited MR spectra were aligned by maximizing the normalized scalar product between two spectra (i.e., the correlation over a spectral region). The performance of our correlation method was compared with alignment by spectral registration and by alignment of the highest point in two spectra. The correlation method was tested at different SNR levels and for a broad range of phase and frequency shifts.ResultsIn-vivo application of the proposed correlation method showed reduced subtraction errors and increased fit reliability in difference spectra as compared with conventional peak alignment. The correlation method and the spectral registration method generally performed equally well. However, better alignment using the correlation method was obtained for spectra with a low SNR (down to ~2) and for relatively large frequency shifts.ConclusionOur correlation method for simultaneously phase and frequency alignment is able to correct both small and large phase and frequency drifts and also performs well at low SNR levels.

[1]  G. Dienel,et al.  Brain Lactate Metabolism: The Discoveries and the Controversies , 2012, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[2]  T R Brown,et al.  NMR spectral quantitation by principal-component analysis. II. Determination of frequency and phase shifts. , 1996, Journal of magnetic resonance. Series B.

[3]  Muhammad G Saleh,et al.  Edited 1H magnetic resonance spectroscopy in vivo: Methods and metabolites , 2017, Magnetic resonance in medicine.

[4]  J Star-Lack,et al.  In vivo lactate editing with simultaneous detection of choline, creatine, NAA, and lipid singlets at 1.5 T using PRESS excitation with applications to the study of brain and head and neck tumors. , 1998, Journal of magnetic resonance.

[5]  A Heerschap,et al.  Automatic correction for phase shifts, frequency shifts, and lineshape distortions across a series of single resonance lines in large spectral data sets. , 2000, Journal of magnetic resonance.

[6]  Steven Warach,et al.  Measurement of glutathione in normal volunteers and stroke patients at 3T using J‐difference spectroscopy with minimized subtraction errors , 2009, Journal of magnetic resonance imaging : JMRI.

[7]  James S Hodges,et al.  Sensitivity and specificity of human brain glutathione concentrations measured using short‐TE 1H MRS at 7 T , 2016, NMR in biomedicine.

[8]  Peter Jezzard,et al.  Advanced processing and simulation of MRS data using the FID appliance (FID‐A)—An open source, MATLAB‐based toolkit , 2017, Magnetic resonance in medicine.

[9]  Josh Star-Lack,et al.  In VivoLactate Editing with Simultaneous Detection of Choline, Creatine, NAA, and Lipid Singlets at 1.5 T Using PRESS Excitation with Applications to the Study of Brain and Head and Neck Tumors☆ , 1998 .

[10]  John C Gore,et al.  A practical guide to robust detection of GABA in human brain by J-difference spectroscopy at 3 T using a standard volume coil. , 2007, Magnetic resonance imaging.

[11]  R G Shulman,et al.  1H homonuclear editing of rat brain using semiselective pulses. , 1985, Proceedings of the National Academy of Sciences of the United States of America.

[12]  Arend Heerschap,et al.  Brain Lactate Concentration Falls in Response to Hypoglycemia in Patients With Type 1 Diabetes and Impaired Awareness of Hypoglycemia , 2016, Diabetes.

[13]  Christoph Juchem,et al.  Reproducibility measurement of glutathione, GABA, and glutamate: Towards in vivo neurochemical profiling of multiple sclerosis with MR spectroscopy at 7T , 2017, Journal of magnetic resonance imaging : JMRI.

[14]  Dennis W J Klomp,et al.  Short echo time 1H‐MRSI of the human brain at 3T with minimal chemical shift displacement errors using adiabatic refocusing pulses , 2008, Magnetic resonance in medicine.

[15]  M. Garwood,et al.  Simultaneous in vivo spectral editing and water suppression , 1998, NMR in biomedicine.

[16]  Yi-Ching Lynn Ho,et al.  Long-term reproducibility of GABA magnetic resonance spectroscopy , 2014, NeuroImage.

[17]  Peter Jezzard,et al.  Frequency and phase drift correction of magnetic resonance spectroscopy data by spectral registration in the time domain , 2015, Magnetic resonance in medicine.

[18]  Petroc Sumner,et al.  Subtraction artifacts and frequency (Mis‐)alignment in J‐difference GABA editing , 2013, Journal of magnetic resonance imaging : JMRI.

[19]  Rolf Gruetter,et al.  Measurement of reduced glutathione (GSH) in human brain using LCModel analysis of difference‐edited spectra , 2003, Magnetic resonance in medicine.