Department of Electrical and Computer Engineering, University of Maryland, College Park, Maryland.
Institute for Systems Research, University of Maryland, College Park, Maryland.
J Neurophysiol. 2020 Oct 1;124(4):1152-1164. doi: 10.1152/jn.00002.2020. Epub 2020 Sep 2.
Aging is associated with an exaggerated representation of the speech envelope in auditory cortex. The relationship between this age-related exaggerated response and a listener's ability to understand speech in noise remains an open question. Here, information-theory-based analysis methods are applied to magnetoencephalography recordings of human listeners, investigating their cortical responses to continuous speech, using the novel nonlinear measure of phase-locked mutual information between the speech stimuli and cortical responses. The cortex of older listeners shows an exaggerated level of mutual information, compared with younger listeners, for both attended and unattended speakers. The mutual information peaks for several distinct latencies: early (∼50 ms), middle (∼100 ms), and late (∼200 ms). For the late component, the neural enhancement of attended over unattended speech is affected by stimulus signal-to-noise ratio, but the direction of this dependency is reversed by aging. Critically, in older listeners and for the same late component, greater cortical exaggeration is correlated with decreased behavioral inhibitory control. This negative correlation also carries over to speech intelligibility in noise, where greater cortical exaggeration in older listeners is correlated with worse speech intelligibility scores. Finally, an age-related lateralization difference is also seen for the ∼100 ms latency peaks, where older listeners show a bilateral response compared with younger listeners' right lateralization. Thus, this information-theory-based analysis provides new, and less coarse-grained, results regarding age-related change in auditory cortical speech processing, and its correlation with cognitive measures, compared with related linear measures. Cortical representations of natural speech are investigated using a novel nonlinear approach based on mutual information. Cortical responses, phase-locked to the speech envelope, show an exaggerated level of mutual information associated with aging, appearing at several distinct latencies (∼50, ∼100, and ∼200 ms). Critically, for older listeners only, the ∼200 ms latency response components are correlated with specific behavioral measures, including behavioral inhibition and speech comprehension.
衰老与听觉皮层中言语包络的夸大表示有关。这种与年龄相关的夸大反应与听众在噪声中理解言语的能力之间的关系仍然是一个悬而未决的问题。在这里,基于信息论的分析方法被应用于人脑磁图记录,以研究皮质对连续言语的反应,使用新的非线性相位锁定互信息测量言语刺激和皮质反应之间的关系。与年轻听众相比,老年听众的皮质表现出更高水平的互信息,无论是对注意到的还是未注意到的说话者。互信息的峰值出现在几个不同的潜伏期:早期(约 50 毫秒)、中期(约 100 毫秒)和晚期(约 200 毫秒)。对于晚期成分,注意到的语音相对于未注意到的语音的神经增强受刺激信号噪声比的影响,但这种依赖性的方向被衰老所反转。至关重要的是,在老年听众中,对于相同的晚期成分,皮质的过度放大与行为抑制控制的降低有关。这种负相关也延伸到噪声中的言语可懂度,其中老年听众的皮质过度放大与言语可懂度得分的下降有关。最后,还观察到大约 100 毫秒潜伏期峰值的与年龄相关的侧化差异,其中老年听众的双侧反应与年轻听众的右侧化反应相比。因此,与相关的线性测量相比,这种基于信息论的分析为听觉皮层言语处理的与年龄相关的变化及其与认知测量的相关性提供了新的、更精细的结果。使用基于互信息的新非线性方法研究了自然言语的皮质表示。与言语包络相位锁定的皮质反应表现出与衰老相关的互信息的夸大水平,出现在几个不同的潜伏期(约 50、100 和 200 毫秒)。至关重要的是,仅对于老年听众,200 毫秒潜伏期的反应成分与特定的行为测量相关,包括行为抑制和言语理解。