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使用自定义和标准化预处理管道评估青少年中期和晚期奖励 ERP 的可靠性。

Reliability of reward ERPs in middle-late adolescents using a custom and a standardized preprocessing pipeline.

机构信息

Developmental and Translational Neuroscience Research Group, Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary.

Department of Cognitive Science, Faculty of Natural Sciences, Budapest University of Technology and Economics, Budapest, Hungary.

出版信息

Psychophysiology. 2022 Aug;59(8):e14043. doi: 10.1111/psyp.14043. Epub 2022 Mar 17.

Abstract

Despite advantage of neuroimaging measures in translational research frameworks, less is known about the psychometric properties thereof, especially in middle-late adolescents. Earlier, we examined evidence of convergent and incremental validity of reward anticipation and response event-related potentials (ERPs) and here we examined, in the same sample of 43 adolescents (M  = 15.67 years; SD = 1.01; range: 14-18; 32.6% boys), data quality (signal-to-noise ratio [SNR]), stability (mean amplitude across trials), and internal consistency (Cronbach's α and split-half reliability) of the same ERPs. Further, because observed time course and peak amplitude of ERP grand averages and thus findings on SNR, stability, and internal consistency may depend on preprocessing method, we employed a custom and a standardized preprocessing pipeline and compared findings across those. Using our custom pipeline, reward anticipation components were stable by the 40th trial, achieved acceptable internal consistency by the 19th, and all (but the stimulus-preceding negativity [SPN]) achieved acceptable SNR by the 41st trial. Initial response to reward components were stable by the 20th trial and achieved acceptable internal consistency by the 11th and acceptable SNR by the 45th trial. Difference scores had worse psychometric properties than parent measures. Time course and peak amplitudes of ERPs and thus results on SNR, stability, and internal consistency were comparable across preprocessing pipelines. In case of reward anticipation ERPs examined here, 41 trials (+4 artifacted and removed) and, in case of reward response ERPs, 45 trials (+5 artifacted) yielded stable and internally consistent estimates with acceptable SNR. Results are robust across preprocessing methods.

摘要

尽管神经影像学测量在转化研究框架中具有优势,但对于其心理测量特性,尤其是在青少年中期和晚期,了解较少。早些时候,我们研究了奖励预期和反应事件相关电位(ERP)的会聚和增量有效性的证据,在这里,我们在同一 43 名青少年样本(M=15.67 岁;SD=1.01;范围:14-18;32.6%为男性)中检查了相同的 ERP 的数据质量(信噪比 [SNR])、稳定性(试验间的平均振幅)和内部一致性(Cronbach's α 和分半可靠性)。此外,由于观察到 ERP 总和的时间进程和峰值幅度,因此 SNR、稳定性和内部一致性的发现可能取决于预处理方法,因此我们采用了自定义和标准化的预处理管道,并比较了这些发现。使用我们的自定义管道,奖励预期成分在第 40 次试验时稳定,在第 19 次试验时达到可接受的内部一致性,并且所有成分(除刺激前负波 [SPN] 外)在第 41 次试验时达到可接受的 SNR。奖励反应成分在第 20 次试验时稳定,在第 11 次试验时达到可接受的内部一致性,在第 45 次试验时达到可接受的 SNR。差值分数的心理测量特性比母分数差。ERP 的时间进程和峰值幅度,因此 SNR、稳定性和内部一致性的结果在预处理管道之间具有可比性。就这里检查的奖励预期 ERP 而言,41 次试验(+4 次人为去除),就奖励反应 ERP 而言,45 次试验(+5 次人为去除)产生了稳定且内部一致的估计值,具有可接受的 SNR。结果在预处理方法上具有稳健性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f0e/9541384/4d2ea4a350cb/PSYP-59-e14043-g002.jpg

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