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自闭症谱系儿童大脑中的 GABA 估计:测量精度和区域皮质变化。

GABA estimation in the brains of children on the autism spectrum: measurement precision and regional cortical variation.

机构信息

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.

出版信息

Neuroimage. 2014 Feb 1;86:1-9. doi: 10.1016/j.neuroimage.2013.05.068. Epub 2013 May 24.

Abstract

(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.

摘要

(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。

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