Lurie Family Foundations' MEG Imaging Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Lurie Family Foundations' MEG Imaging Center, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Neuroimage. 2014 Feb 1;86:1-9. doi: 10.1016/j.neuroimage.2013.05.068. Epub 2013 May 24.
(1)H magnetic resonance spectroscopy ((1)H MRS) and spectral editing methods, such as MEGA-PRESS, allow researchers to investigate metabolite and neurotransmitter concentrations in-vivo. Here we address the utilization of (1)H MRS for the investigation of GABA concentrations in the ASD brain, in three locations; motor, visual and auditory areas. An initial repeatability study (5 subjects, 5 repeated measures separated by ~5days on average) indicated no significant effect of reference metabolite choice on GABA quantitation (p>0.6). Coefficients of variation for GABA+/NAA, GABA+/Cr and GABA+/Glx were all of the order of 9-11%. Based on these findings, we investigated creatine-normalized GABA+ ratios (GABA+/Cr) in a group of (N=17) children with autism spectrum disorder (ASD) and (N=17) typically developing children (TD) for Motor, Auditory and Visual regions of interest (ROIs). Linear regression analysis of gray matter (GM) volume changes (known to occur with development) revealed a significant decrease of GM volume with Age for Motor (F(1,30)=17.92; p<0.001) and Visual F(1,16)=14.41; p<0.005 but not the Auditory ROI (p=0.55). Inspection of GABA+/Cr changes with Age revealed a marginally significant change for the Motor ROI only (F(1,30)=4.11; p=0.054). Subsequent analyses were thus conducted for each ROI separately using Age and GM volume as covariates. No group differences in GABA+/Cr were observed for the Visual ROI between TD vs. ASD children. However, the Motor and Auditory ROI showed significantly reduced GABA+/Cr in ASD (Motor p<0.05; Auditory p<0.01). The mean deficiency in GABA+/Cr from the Motor ROI was approximately 11% and Auditory ROI was approximately 22%. Our novel findings support the model of regional differences in GABA+/Cr in the ASD brain, primarily in Auditory and to a lesser extent Motor but not Visual areas.
(1)H 磁共振波谱((1)H MRS)和光谱编辑方法,如 MEGA-PRESS,使研究人员能够在体内研究代谢物和神经递质的浓度。在这里,我们探讨了(1)H MRS 在研究 ASD 大脑中 GABA 浓度中的应用,分别在三个位置:运动、视觉和听觉区域。一项初步的可重复性研究(5 名受试者,5 次重复测量,平均间隔约 5 天)表明,参考代谢物选择对 GABA 定量没有显著影响(p>0.6)。GABA+/NAA、GABA+/Cr 和 GABA+/Glx 的变异系数均在 9-11%左右。基于这些发现,我们研究了 17 名自闭症谱系障碍(ASD)儿童和 17 名典型发育儿童(TD)的运动、听觉和视觉感兴趣区(ROI)中肌酸归一化 GABA+ 比(GABA+/Cr)。对(已知随发育而发生的)灰质(GM)体积变化进行线性回归分析,发现 GM 体积随年龄的变化在运动(F(1,30)=17.92;p<0.001)和视觉 F(1,16)=14.41;p<0.005 区域显著减少,但听觉 ROI 无显著变化(p=0.55)。检查 GABA+/Cr 随年龄的变化,仅在运动 ROI 中观察到边缘显著变化(F(1,30)=4.11;p=0.054)。因此,随后分别使用年龄和 GM 体积作为协变量,对每个 ROI 进行了单独分析。在 TD 与 ASD 儿童之间,视觉 ROI 的 GABA+/Cr 在 TD 与 ASD 儿童之间没有差异。然而,运动和听觉 ROI 显示 ASD 中 GABA+/Cr 显著降低(运动 p<0.05;听觉 p<0.01)。从运动 ROI 中 GABA+/Cr 的平均缺乏量约为 11%,而听觉 ROI 约为 22%。我们的新发现支持 ASD 大脑中 GABA+/Cr 区域差异的模型,主要在听觉区域,在运动区域次之,但不在视觉区域。