Okada Tomohisa, Kuribayashi Hideto, Kaiser Lana G, Urushibata Yuta, Salibi Nouha, Seethamraju Ravi Teja, Ahn Sinyeob, Thuy Dinh Ha Duy, Fujimoto Koji, Isa Tadashi
Human Brain Research Center, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
Siemens Healthcare K.K., Tokyo, Japan.
Quant Imaging Med Surg. 2021 Jan;11(1):9-20. doi: 10.21037/qims-20-517.
Proton magnetic resonance spectroscopy (MRS) provides a unique opportunity for measurements of the brain's metabolic profile. Two methods of mainstream data acquisition are compared at 7 T, which provides certain advantages as well as challenges. The two representative methods have seldom been compared in terms of measured metabolite concentrations and different scan times. The current study investigated proton MRS of the posterior cingulate cortex using a semi-localized by adiabatic selective refocusing (sLASER) sequence and a short echo time (TE) stimulated echo acquisition mode (sSTEAM) sequence, and it compared their reliability and repeatability at 7 T using a 32-channel head coil.
Sixteen healthy subjects were prospectively enrolled and scanned twice with an off-bed interval between scans. The scan parameters for sLASER were a TR/TE of 6.5 s/32 ms and 32 and 48 averages (sLASER×32 and sLASER×48, respectively). The scan parameters for sSTEAM were a TR/TE of 4 s/5 ms and 32, 48, and 64 averages (sSTEAM4×32, sSTEAM4×48, and sSTEAM4×64, respectively) in addition to that with a TR/TE of 8 s/5 ms and 32 averages (sSTEAM8×32). Data were analyzed using LCModel. Metabolites quantified with Cramér-Rao lower bounds (CRLBs) >50% were classified as not detected, and metabolites quantified with mean or median CRLBs ≤20% were included for further analysis. The SNR, CRLBs, coefficient of variation (CV), and metabolite concentrations were statistically compared using the Shapiro-Wilk test, one-way ANOVA, or the Friedman test.
The sLASER spectra for N-acetylaspartate + N-acetylaspartylglutamate (tNAA) and glutamate (Glu) had a comparable or higher SNR than sSTEAM spectra. Ten metabolites had lower CRLBs than prefixed thresholds: aspartate (Asp), γ-aminobutyric acid (GABA), glutamine (Gln), Glu, glutathione (GSH), myo-inositol (Ins), taurine (Tau), the total amount of phosphocholine + glycerophosphocholine (tCho), creatine + phosphocreatine (tCr), and tNAA. Performance of the two sequences was satisfactory except for GABA, for which sLASER yielded higher CRLBs (≥18%) than sSTEAM. Some significant differences in CRLBs were noted, but they were ≤2% except for GABA and Gln. Signal averaging significantly lowered CRLBs for some metabolites but only by a small amount. Measurement repeatability as indicated by median CVs was ≤10% for Gln, Glu, Ins, tCho, tCr, and tNAA in all scans, and that for Asp, GABA, GSH, and Tau was ≥10% under some scanning conditions. The CV for GABA according to sLASER was significantly higher than that according to sSTEAM, whereas the CV for Ins was higher according to sSTEAM. An increase in signal averaging contribute little to lower CVs except for Ins.
Both sequences quantified brain metabolites with a high degree of precision and repeatability. They are comparable except for GABA, for which sSTEAM would be a better choice.
质子磁共振波谱(MRS)为测量大脑代谢谱提供了独特的机会。本研究比较了在7T磁场下两种主流数据采集方法,该磁场环境既有优势也带来了挑战。这两种具有代表性的方法在测量代谢物浓度和不同扫描时间方面鲜少被比较。本研究使用绝热选择性重聚焦半定位(sLASER)序列和短回波时间(TE)刺激回波采集模式(sSTEAM)序列对后扣带回皮质进行质子MRS研究,并使用32通道头部线圈比较了它们在7T磁场下的可靠性和可重复性。
前瞻性招募了16名健康受试者,并进行两次扫描,两次扫描之间有下床间隔。sLASER的扫描参数为TR/TE = 6.5 s/32 ms,平均次数分别为32次和48次(分别为sLASER×32和sLASER×48)。sSTEAM的扫描参数为TR/TE = 4 s/5 ms,平均次数分别为32次、48次和64次(分别为sSTEAM4×32、sSTEAM4×48和sSTEAM4×64),此外还有TR/TE = 8 s/5 ms,平均次数为32次(sSTEAM8×32)。使用LCModel对数据进行分析。将Cramér-Rao下限(CRLBs)>50%的代谢物分类为未检测到,将CRLBs均值或中位数≤20%的代谢物纳入进一步分析。使用Shapiro-Wilk检验、单因素方差分析或Friedman检验对信噪比、CRLBs、变异系数(CV)和代谢物浓度进行统计学比较。
N-乙酰天门冬氨酸+N-乙酰天门冬氨酰谷氨酸(tNAA)和谷氨酸(Glu)的sLASER谱的信噪比与sSTEAM谱相当或更高。十种代谢物的CRLBs低于预设阈值:天冬氨酸(Asp)、γ-氨基丁酸(GABA)、谷氨酰胺(Gln)、Glu、谷胱甘肽(GSH)、肌醇(Ins)、牛磺酸(Tau)、磷酸胆碱+甘油磷酸胆碱总量(tCho)、肌酸+磷酸肌酸(tCr)和tNAA。除GABA外,两种序列的性能均令人满意,sLASER序列测得的GABA的CRLBs(≥18%)高于sSTEAM序列。在CRLBs方面发现了一些显著差异,但除GABA和Gln外,差异均≤2%。信号平均化显著降低了一些代谢物的CRLBs,但降低幅度较小。在所有扫描中,Gln、Glu、Ins、tCho、tCr和tNAA的中位数CV所表示的测量重复性≤10%,在某些扫描条件下,Asp、GABA、GSH和Tau的测量重复性≥10%。根据sLASER序列测得的GABA的CV显著高于根据sSTEAM序列测得的,而根据sSTEAM序列测得的Ins的CV更高。除Ins外,信号平均化增加对降低CV贡献不大。
两种序列对脑代谢物的定量都具有高度的精确性和可重复性。除GABA外两者相当,对于GABA,sSTEAM是更好的选择。