Abstract
Purpose:
The goal of this study was to propose a novel localized proton magnetic resonance spectroscopy (MRS) sequence that reduces signal loss due to J-modulation in the rat brain in vivo.
Methods:
Sprague-Dawley rats were studied at 9.4 T. A semi-LASER sequence with evenly distributed echo-time (TE) was used, and a 90° J-refocusing pulse was inserted at TE/2. Proton spectra were acquired at two TEs (30 and 68 ms), with and without the J-refocused pulse. Data were processed in MATLAB and quantified with LCModel.
Results:
The J-refocused spectrum acquired at TE = 30 ms did not show any signal losses due to J-modulation and had comparable spectral pattern to the one acquired with semi-LASER using the minimum achievable TE. Higher signal amplitudes for glutamine, γ-aminobutyric acid and glutathione led to more reliable quantification precision for these metabolites. The refocused signal intensities at TE = 68 ms were also unaffected by J-modulation but were smaller than the signals at TE = 30 ms mainly due to transverse T2 relaxation of metabolites.
Conclusion:
The proposed localized MRS sequence will be beneficial in both animal and human MRS studies when using ultra-short TE is not possible while also providing more reliable quantification precision for J-coupled metabolites.
Keywords: 9.4 T, brain, semi-LASER, glutamine, glutathione, GABA, J-coupled metabolites
Introduction
Proton magnetic resonance spectroscopy (MRS) enables non-invasive measurement of many metabolites in the brain. Certain metabolites, such as creatine and phosphocreatine, have only singlet resonances while other metabolites, such as N-acetylaspartate (NAA), phosphorylcholine (PC) and glycerophosphorylcholine (GPC), consist of both singlet and multiplet peaks. In addition, a number of metabolites such as glutamate (Glu), glutamine (Gln), γ-aminobutyric acid (GABA), glutathione (GSH) have only J-coupled resonances (1,2). At ultra-short echo-times (TEs), these J-coupled resonances are represented by in-phase multiplets that are relatively easy to quantify (based on their appropriate concentration levels) with prior knowledge in the fit analysis. As TE increases, however, these J-coupled metabolites undergo J-modulation, and their spectral patterns change as a function of TE (3). Based on the J-coupling constants and chemical shift differences between J-coupled partners, the spectral patterns might become completely dephased at a specific TE, as in the case of Glu at 9.4 T and TE=45 ms. In such instances, quantification of those metabolites might be difficult or impossible. To avoid these TE-related issues, several studies (4–6) measuring T2 relaxation time constants of metabolites have employed density-matrix simulations to determine the appropriate TE values to use for quantifying either specific metabolites or the entire neurochemical profile.
To minimize J-modulation of the spectrum for coupled spin systems, the Carr-Purcell-Meiboom-Gill (CPMG) sequence, which consists of multiple 180° pulses, is most commonly used (7). We have successfully shown that J-evolution can be reduced in the rat brain in vivo at 9.4 T using CP-LASER and T2ρ-LASER sequences (8). However, owing to the multiple 180° pulses required for CPMG, this technique cannot be easily translated to human studies due to SAR deposition issues at fields of 3 T and above.
Another interesting technique to suppress J-modulation, which was proposed in the late 1980s, is to apply a 90° pulse with an appropriate phase at the midpoint of a double spin-echo sequence (9,10). This method seems promising for human studies due to the negligible SAR requirement of using only a single 90° pulse compared with the multiple 180° pulses required for conventional CPMG techniques. Several groups have shown the efficiency of suppressing J-modulation on phantom and tissue extracts using proton MRS (11–14), and one group applied this technique in vivo with a focus on glutamate detection using a complex pulse sequence that required four shots for 3D localization (15). However, up to now, no study has successfully demonstrated this technique to work for a range of J-coupled metabolites that are present in the brain in vivo. Therefore, the aim of this study is to propose a novel sequence that enables the acquisition of localized proton MRS data with J-refocusing for coupled metabolites in the rat brain in vivo. The sequence, which is given in Figure 1A, is based on the semi-LASER (16,17) with an evenly distributed TE.
Figure 1.

A) Semi-LASER sequence with an additional slice-selective 90° pulse (RF90 inside gray box) to suppress J-modulation of coupled metabolites. The phase of the RF90 pulse is +90° relative to the first excitation pulse, e.g. if ϕ=0° or 90° then β=90° or 180°, respectively. The sequence in A becomes a conventional semi-LASER by removing the RF90 pulse and the dephasing rephasing gradients about the RF90 pulse. B) Schematic depicting VOI selection in the transverse XY plane. After the first pair of adiabatic full passage (AFP) pulses, a bar selection (blue box) is achieved along Z-direction. However, applying the RF90 pulse refocuses signal outside the VOI along the X-direction (green stripped box). The signals from a two-step phase cycle of the RF90 phase, β and β+180°, are added to eliminate signal outside the VOI. ADC: analog-to-digital converter.
Methods
Localized J-refocused sequence
Several high-resolution NMR and phantom studies have previously demonstrated refocusing of J-modulation for weakly and/or strongly coupled spin systems (9–13). A double spin-echo sequence has been commonly used whereby a 90° pulse (denoted herein as RF90) is inserted at the time where the first echo occurs i.e., at TE/2, and the phase of the RF90 pulse was set to be +90° relative to that of the first excitation pulse. In this work, the semi-LASER (16,17) was considered as the most suitable pulse sequence to incorporate the RF90 pulse since it consists of an excitation pulse followed by two pairs of refocusing adiabatic full passage (AFP) pulses.
A 3D localized semi-LASER sequence was implemented by inserting a RF90 pulse at time TE/2 (Figure 1A). The TE was evenly distributed such that the inter-pulse delay between the AFP pulses was identical. The RF90 was slice-selective and applied along the X-direction as was the first slice-selective excitation pulse. Dephasing and rephasing gradients were applied before and after the RF90 pulse to make sure that the phase at the center of this pulse was zero for all spins in the selected slab (18). In this configuration, unwanted signal from outside the volume-of-interest (VOI) was refocused along the X-direction as shown in the schematic in Figure 1B. To eliminate such outside excitation, a simple two-step phase cycle on the RF90 pulse was used such that the signals with RF90 pulse phases of β and β+180° were added. Another option is to use a global non slice-selective RF90 pulse. In this case, TE would be further shortened on the order of 0.5 to 1 ms on animal scanners and approximately 2 to 3 ms on human scanners by no longer requiring dephasing/rephrasing gradients about the RF90. In this configuration, more signals would be introduced outside the VOI in both the X and Y directions compared to only Y direction when a slice-selective RF90 was used. While a two-step phase cycling would still be necessary to remove the signal outside the VOI, cycling out these higher outside signals would generally be more susceptible to subtraction artifacts, especially in human studies.
The change in spectral pattern as TE increased from TE = 20 to TE = 100 ms was investigated using density matrix simulations (19) for several strongly and weakly coupled metabolites such as Gln, GABA, GSH, and Lac. Spectra were simulated with and without the refocusing RF90 pulse using the actual RF pulse durations (without gradients) and patterns as used for the in vivo studies described in the next section.
Theoretical understanding of J-refocusing
While J-refocusing is perfect for a weakly coupled IS spin system (9), J-evolution in strongly- and weakly-coupled arbitrary spin systems can still be refocused to a high degree (12) as long as , where Jmax is the maximum spin-spin coupling within a molecule. To see this, consider the spin evolution in a weakly-coupled spin system under the J-refocused sequence, which can be effectively described by a RF90Y–TE/2–RF90X–TE/2 pulse sequence where chemical shift evolution has been removed by the AFP pulse pairs leaving evolution under the spin-spin Hamiltonian in the weak-coupling limit, , during the TE/2 periods. In this case, the spin evolution under the J-refocused sequence can be described by the following set of transformations:
| (1) |
where in Eq. (1) denotes three-spin or higher coherences, , , and and are the in-phase and anti-phase contributions to the signal at TE from the jth spin, respectively. For comparison, the corresponding in-phase and anti-phase contributions to the signal at TE from the jth spin without the refocusing RF90 are and , respectively.
In Eq. (1), J-evolution is effectively refocused when for all spins j and k within a molecule since to first-order in JjkTE, , , and thus and . Note that even for , is still smaller than :
| (2) |
In vivo measurements
Male Sprague-Dawley rats (n = 3) were studied using a horizontal-bore 9.4 T scanner (Magnex Scientific, Oxford, UK) interfaced to an Agilent DirectDrive console (Agilent Technologies, CA). Animals were anesthetized with 1.5% isoflurane in a mixture of 50% O2:50% N2O and placed in a cradle with the head fixed using a bite-bar and ear rods. Throughout the study, the animal’s body temperature was monitored and maintained at 37°C using hot water circulation. All studies were approved by the Institutional Animal Care and Use Committee at the University of Minnesota.
In semi-LASER, a 1.0 ms Shinnar–Le Roux pulse (bandwidth = 13 kHz) was used for both excitation and for the RF90 pulse, and 1.5 ms AFP pulses (HS1, bandwidth = 16.7 kHz) were used for refocusing. Water suppression (bandwidth = 270 Hz) was achieved using the VAPOR technique with interleaved outer-volume suppression pulses (20). A home-built quadrature surface radiofrequency coil (two loops, 14 mm diameter each) was used as a transceiver.
MRS data were acquired from a 180 μL VOI in the rat brain. At the start of the experiment, fast spin-echo images were acquired and used to position the VOI within tissue containing the hippocampus, thalamus and the midbrain. B0 inhomogeneity in the selected VOI was adjusted using an adiabatic version of FASTESTMAP technique (21). The mean measured water linewidth using the real component was 18 Hz. Semi-LASER water-suppressed spectra (repetition time of 4 s, spectral width of 10 kHz) at TE = 30 ms (32 averages) and TE = 68 ms (128 averages) were acquired in an interleaved fashion switching between enabling and disabling the RF90 pulse. Water reference scans were also acquired for quantification and for eddy-current correction. A TE of 30 ms was considered since this is the shortest TE typically achieved on the human clinical scanner at 3 T while a TE of 68 ms was chosen to see the viability of using this J-refocused sequence for editing.
All MRS spectra were processed in MATLAB using MRspa software (22). The data with and without the RF90 were post-processed as two separate measurements. Frequency and phase corrections were performed followed by eddy current correction (23). The resulting summed semi-LASER spectra (with and without an RF90 pulse) were fitted using LCModel v6.3-0G (24). Two basis sets, each consisting of 18 simulated spectra, were used as previously described (8) together with the built-in macromolecular resonances in LCModel.
Results
Simulations of the total signal integral (with and without the refocusing RF90 pulse) as a function of TE for Gln, GABA, GSH and Lac are shown in Figure 2. Even at the shortest TE = 20 ms at 9.4 T, these metabolites underwent some J-modulation when the RF90 pulse was not applied. Interestingly, more than 15% of the total signals were recovered with the refocusing pulse. As TE increased, the signal integral decreased even though the spectral pattern was always positive. Compared to the other J-coupled metabolites in Figure 2, lactate, which is a weakly coupled spin system, exhibited relatively smaller J-modulation and changes in signal amplitude with and without an RF90 pulse.
Figure 2.

(Left column) J-refocusing of Gln, GABA, GSH and Lac using semi-LASER at 9.4 T; (blue curve) standard semi-LASER and (red curve) semi-LASER with an additional RF90 pulse. Signal integrals correspond to the amplitude of the first point of the simulated FID normalized to 1.0 at TE = 20 ms when the RF90 pulse was enabled. T2 relaxation and gradients were neglected in the simulation. (Right column) Simulated spectra (blue) without and (red) with the RF90 pulse are shown at TE = 30 ms. All spectra were line-broadened by 10 Hz for display purposes.
The effect of the refocusing RF90 pulse on the spectral pattern at TE = 30 ms is shown in Figure 2. As expected, the simulated spectrum with RF90 pulse was much higher in intensity compared to the normal semi-LASER spectrum at the same TE. For instance, the signal intensities for all resonances of Gln, GABA and Lac were at least twice as large with an RF90 pulse compared to the case without an RF90 pulse. Interestingly, the signal intensities from the cysteine and glutamate moieties in GSH, which are strongly coupled systems, were larger with an RF90 pulse compared to the signal intensities in a glycine moiety, which is a weakly coupled system (25).
In vivo spectra acquired from a rat brain are shown in Figure 3. Visible differences in signal intensities were observed between spectra acquired with and without an RF90 pulse, especially for Glu, Gln, GABA, and a multiplet of NAA (mNAA), which were consistent with the simulations in Figure 2. The effects of the RF90 pulse were especially significant at longer TE where larger J-modulation would be expected if not for application of the J-refocusing pulse. Moreover, J-modulation of the macromolecular resonances, particularly those at 0.89 and 1.70 ppm that are from J-coupled systems (26), was refocused at both TEs by application of an RF90 pulse. Lastly, the intensity of the singlets of NAA, total creatine (tCr) and total choline (tCho) were unaffected by the J-refocusing pulse as expected. The signal-to-noise ratios (SNR) for tNAA peak measured for this animal were 99 vs. 96 at TE = 30 ms and 152 vs. 146 at TE = 68 ms without and with the RF90 pulse, respectively.
Figure 3.

In vivo semi-LASER spectra acquired (red) with and (blue) without a J-refocusing RF90 pulse from one animal at (left) TE = 30 ms and (right) TE = 68 ms. When an RF90 pulse was applied, the signal intensities from all J-coupled metabolites were higher compared to the case without an RF90 pulse. The macromolecular spectrum at both TEs also changed with the inclusion of an RF90 pulse. All spectra were line broadened with a 1.5 Hz Gaussian line broadening for display purposes only. Insert shows the VOI location on axial and sagittal turbo spin-echo images. The dotted vertical lines are visual guides pointing to J-coupled metabolites in which J-refocusing is easily observed in the spectra.
For TE = 30 ms, the spectra with an RF90 pulse for J-coupled metabolites did not seem to undergo any significant J-modulation and were similar to the spectra acquired at the minimum achievable TE of 19 ms (data not shown). However, the concentrations of almost all measured metabolites at TE = 30 ms determined from the MR spectra with and without an RF90 pulse were similar as shown in Figure 4, with the exceptions of aspartate (Asp) and GABA. As a result of J-modulation, these metabolites were overestimated due to their out-of-phase J-modulated spectral pattern when no RF90 was applied, whereas the refocusing the J-modulation led to an in-phase spectral pattern that provided better quantification. Interestingly, a gain in quantification precision as reflected by the lower Cramer-Rao lower bound (CRLB) values was observed for alanine (Ala), ascorbate (Asc), GABA, Gln, GSH and lactate as shown in Figure 4. Glucose (Glc) was the only metabolite where the CRLB was found to increase when using the J-refocused pulse.
Figure 4.

(Left) Neurochemical concentrations and the (right) corresponding Cramer-Rao lower bound (CRLB) measured at TE = 30 ms using the semi-LASER sequence (red) with and (blue) without an RF90 pulse. Error bars represent standard deviations between n = 3 animals. Ala: alanine; Ins: myo-inositol; PE: phosphoethanolamine; NAAG; N-acetyl-aspartyl-glutamate; Tau: taurine; tNAA: NAA+NAAG; Glx: glutamate+glutamine.
At TE = 68 ms, as the J-coupled metabolites underwent further J-modulation in addition to T2 relaxation, the refocused signal intensities were lower compared to those acquired at TE = 30 ms with RF90 pulse as shown in Figure 3. For instance, the Gln signal integral was almost null at this echo-time without an RF90 pulse but was almost 60% higher with an RF90 (Figure 3). However, the CRLB at TE = 68 ms was comparable with and without the J-refocusing pulse (data not shown). This was most likely due to the distinct spectral patterns for Glu, Gln and mNAA that were observed even without an RF90 pulse. Due to the small number of animals studied (n = 3), no statistical analysis was carried out.
Application of two slice-selective 90° pulses along the X-direction resulted in smoothed edges in the VOI profile along the X-direction as shown in Figure 5. Consequently, the VOI profiles in Y and Z direction were also lowered. Application of a J-refocusing pulse resulted in ~10% loss of water reference signal measured in vivo.
Figure 5.

VOI profiles measured along the X, Y and Z directions from a rat brain in vivo using the semi-LASER sequence (TE = 19 ms, field-of-view = 3 cm, 256 complex points, spectral width = 100 kHz). Plots show the effect of an RF90 pulse on the VOI profiles (red curves with the RF90 pulse, and blue curves without the RF90 pulse). The profile along X-direction was smoothed on the edges due to applying two slice-selective 90° pulses.
Discussion
The current study demonstrates that J-evolution of coupled metabolites can be refocused by inserting a 90° pulse with appropriate phase into the semi-LASER sequence. Since the majority of J-couplings for the metabolites studied in this work ranged between 6–8 Hz, J-evolution was refocused using the J-refocused sequence at TE=30 ms since . Since for TE=68 ms, however, some signal attenuation and J-modulation occurred although the RF90 pulse still reduced the overall amount of J-modulation since . With the proposed J-refocused sequence, a perfect spin-echo signal was measured at full signal intensity due to sandwiching the second RF90 between dephasing/rephasing gradients which resulted in an RF pulse with uniform phase applied throughout the sample. This is in contrast to a previous study (11) where 50% of the signal was lost (either dephased or placed along z-direction) due to sandwiching the second RF90 between spoiler gradients. The higher signal amplitudes due to suppressing J-modulation with an RF90 pulse imply higher SNR for Gln, GABA, and GSH, and this in turn leads to more reliable quantification precision of these metabolites. Although the novel sequence requires a two-step phase cycle to achieve good localization, the spectral patterns measured at relatively short TE=30 ms were comparable and only slightly lower in intensity due to T2 relaxation to the spectrum acquired using the shortest achievable TE.
One potential benefit of utilizing this novel sequence is for MRS studies where ultra-short TE cannot be realized. For example, surface RF coils are typically used to achieve high transmit B1 fields and SNR (27,28) during MRS studies in animals. However, this only allows for investigating brain regions close to the surface and is dependent on the size of the surface coil. For deeper brain regions such as in the hypothalamus or pons in rodents, a volume RF coil, which has less B1 efficiency than a surface coil, is generally required. Due to the poorer B1 transmit efficiency of volume RF coils, longer pulse durations are required thereby increasing the minimum achievable TE to times that are greater than 30 ms for pulse sequences such as semi-LASER or LASER (29). A weak gradient coil might also prolong the minimum TE since longer spoiler gradient durations would also be required to obtain good localization. In either case, the proposed MRS sequence would be useful since the spectral patterns under J-refocusing and measured at the minimal TE with a volume coil would be comparable to the spectral patterns measured at ultra-short TE using a surface coil and will provide similar quantification accuracy.
Another potential advantage of using the J-refocused sequence is the increase in quantification precision of J-coupled metabolites at 3 T (e.g., Glu+Gln, GSH, myo-inositol) and 7 T (e.g., Gln, Glu, GSH, myo-inositol, taurine) in human studies when using relatively long TEs of 25 to 40 ms. On clinical 3 T and 7 T MR scanners, volume coils (e.g., standard body coil or TEM coil) are typically used whereby the minimal achievable TE is around 30 ms with a semi-LASER sequence. With the additional RF90 pulse and dephase/rephasing gradients, this TE would increase to about 35 ms. As mentioned above, the spectrum measured at this TE would be comparable to ultra-short TE data, thereby allowing for better quantification of coupled metabolites (30). Although a gain in CRLB for J-coupled metabolites is expected when using this J-refocused sequence in human studies, the values are hard to predict based on animal data. This is because in animals, the spectral linewidths are narrower and the T2 relaxation times are longer compared to humans at a given field strength (31). The expected gain in CRLB also depends on several factors, such as bandwidth of RF pulses, inter-pulse delay, VOI dimension, number of averages used and the B0 field strength used in the study.
While the current study used a semi-LASER sequence, the J-refocusing pulse can be easily inserted into other localized proton MRS sequences that contain refocusing pulses, such as PRESS (32) and SPECIAL (33). J-refocused PRESS might be a good alternative on animal scanners but is not recommended for human studies due to the larger chemical shift displacement error arising from the low bandwidth of the refocusing pulses (34). For J-refocused SPECIAL, which uses two non-adiabatic 180° pulses, the phase cycle would have to be doubled to four scans to obtain 3D localization (33). Note also that an RF90 pulse cannot be inserted between a pair of AFP pulses, such as those used in semi-adiabatic SPECIAL (34), due to the quadratic phase generated under AFP pulses.
One downside of the proposed sequence is that the voxel shape is affected from the application of two gradient-selective 90° pulses. The selected 3D VOI is not cuboidal in shape anymore but rather a cuboid with a smoothed edge in the direction where the RF90 pulse is applied. As discussed earlier, sharper voxel shapes could be obtained using a single gradient-selective excitation pulse and a global RF90 pulse for J-refocusing, although such modifications are more prone to subtraction artifacts outside the VOI. Even though inclusion of an RF90 pulse led to a 10% loss in water signal, the gain in intensity for J-coupled metabolites outweighs the loss in VOI selection. Since both water reference and metabolite signals are acquired from the same VOI with the refocusing pulse, this should not affect metabolite quantification as demonstrated by the data in Figure 4.
Conclusion
In summary, this study demonstrates the feasibility of acquiring 1H MRS data with reduced J-modulation over a wide range of TE. The proposed localized MRS sequence will be beneficial in both animal and human MRS studies when ultra-short TE is not possible and will provide more reliable quantification precision for J-coupled metabolites. Future work includes assessing the proposed sequence in the human brain.
Acknowledgements
The authors thank Lynn Utecht for expert technical assistance. JDW would like to acknowledge support from the National Science Foundation under grant CHE-1807724. This work was supported by NIH grants P41 EB027061 and P30 NS076408.
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