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The effect of intellectual ability on functional activation in a neurodevelopmental disorder: preliminary evidence from multiple fMRI studies in Williams syndrome

机译:智力对神经发育障碍功能激活的影响:来自威廉姆斯综合征的多项功能磁共振成像研究的初步证据

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BackgroundWilliams syndrome (WS) is a rare genetic disorder caused by the deletion of approximately 25 genes at 7q11.23 that involves mild to moderate intellectual disability (ID). When using functional magnetic resonance imaging (fMRI) to compare individuals with ID to typically developing individuals, there is a possibility that differences in IQ contribute to between-group differences in BOLD signal. If IQ is correlated with BOLD signal, then group-level analyses should adjust for IQ, or else IQ should be matched between groups. If, however, IQ is not correlated with BOLD signal, no such adjustment or criteria for matching (and exclusion) based on IQ is necessary.MethodsIn this study, we aimed to test this hypothesis systematically using four extant fMRI datasets in WS. Participants included 29 adult subjects with WS (17 men) demonstrating a wide range of standardized IQ scores (composite IQ mean = 67, SD = 17.2). We extracted average BOLD activation for both cognitive and task-specific anatomically defined regions of interest (ROIs) in each individual and correlated BOLD with composite IQ scores, verbal IQ scores and non-verbal IQ scores in Spearman rank correlation tests.ResultsOf the 312 correlations performed, only six correlations (2%) in four ROIs reached statistical significance at a P value < 0.01, but none survived correction for multiple testing. All six correlations were positive. Therefore, none supports the hypothesis that IQ is negatively correlated with BOLD response.ConclusionsThese data suggest that the inclusion of subjects with below normal IQ does not introduce a confounding factor, at least for some types of fMRI studies with low cognitive load. By including subjects who are representative of IQ range for the targeted disorder, findings are more likely to generalize to that population.
机译:背景威廉姆斯综合征(WS)是一种罕见的遗传疾病,由7q11.23处大约25个基因的缺失引起,涉及轻度至中度智力障碍(ID)。使用功能磁共振成像(fMRI)将具有ID的个体与通常发育的个体进行比较时,智商的差异可能会导致BOLD信号的组间差异。如果IQ与BOLD信号相关,则应在组水平分析中调整IQ,否则应在组之间匹配IQ。但是,如果IQ与BOLD信号不相关,则不需要基于IQ的调整或匹配(和排除)标准。方法在本研究中,我们旨在使用WS中的四个现有fMRI数据集系统地检验该假设。参与者包括29名WS的成人受试者(17名男性),其表现出广泛的标准化IQ得分(综合IQ平均值= 67,SD = 17.2)。我们提取了每个个体的认知和任务特定的解剖学定义的兴趣区域(ROI)的平均BOLD激活,并在Spearman等级相关性测试中将BOLD与复合IQ得分,言语IQ得分和非言语IQ得分相关联。在P值<0.01的情况下,四个ROI中只有六个相关性(2%)达到了统计显着性,但是在多次测试中没有一个幸免于校正。所有六个相关性均为正。因此,没有人支持智商与BOLD反应呈负相关的假说。结论这些数据表明,至少对于某些类型的认知功能低的功能性MRI研究,智商低于正常的受试者的纳入不会引入混淆因素。通过包括代表针对性疾病的智商范围的受试者,研究结果更有可能推广到该人群。

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