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利用近红外光谱学统计参数映射(NIRS-SPM),通过双密度排列 fNIRS 光极评估与语音短期记忆相关的皮质活动的优势。

Advantages of double density alignment of fNIRS optodes to evaluate cortical activities related to phonological short-term memory using NIRS-SPM.

机构信息

Hearing Research Division, Center for Clinical Research and Innovation, Kobe City Medical Center General Hospital, Chuo-ku, Kobe City, 650-0047, Japan; Department of Otolaryngology, Head and Neck Surgery, Kobe City Medical Center General Hospital, Chuo-ku, Kobe City, 650-0047, Japan; Department of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kyoto University, Sakyo-ku, Kyoto, 606-8507, Japan.

Department of Otolaryngology-Head and Neck Surgery, Graduate School of Medicine, Kyoto University, Sakyo-ku, Kyoto, 606-8507, Japan; Department of Otolaryngology, Shiga Medical Center for Children, Moriyama, 524-0022, Japan.

出版信息

Hear Res. 2020 Sep 15;395:108024. doi: 10.1016/j.heares.2020.108024. Epub 2020 Jul 8.

Abstract

Phonological short-term memory (STM) and working memory (WM) capacity, which is temporal storage of phonological information, facilitates language development. This capacity is often impaired in cochlear implant (CI) users who have congenital hearing loss. Functional near-infrared spectroscopy (fNIRS) is potentially useful to reveal underlying mechanisms of this impairment due to its tolerance to magnetic and electrical artifacts generated by CIs. The spatial resolution of the standard fNIRS, however, seems inadequate to evaluate cortical activity associated with the maintenance of phonological information in the STM/WM tasks. In the present study recruiting 14 normal hearing adults, we applied a double density alignment of fNIRS optodes to improve spatial resolution in the generalized linear model (GLM)-based statistical analysis using NIRS-SPM, in which cortical activities were estimated during each of three stages (encoding, maintenance, and retrieval) in pseudoword STM tasks with auditory or visual presentation. Since the double density alignment of fNIRS optodes contains two sets of standard density arrays, in the off-line analysis the measured cortical hemodynamic responses can be analyzed as data from two independent standard density arrays as well as those from one double density array (DD-array) which has two times higher density of channels. The two standard arrays demonstrated a similar pattern of cortical activation at each stage of the auditory and visual tasks, which proved the reliability of our fNIRS analysis, but failed to detect significant cortical activation in 2 of 12 conditions including the maintenance stage in the visual task. On the other hand, DD-array revealed significant cortical activation in all conditions. These differences were observed when estimated cortical activation was localized in small regions, which suggests higher spatial resolution in DD-array than the standard arrays. In our knowledge, this is the first clinical study supporting the previous experimental phantom study which demonstrated improvement of spatial resolution in the double density arrangement of fNIRS optodes. These findings imply that the double density alignment of fNIRS optodes improves reliability and spatial resolution in fNIRS-based estimation of cortical activity in the STM/WM studies, although further studies are required to determine usefulness of this method in the CI population.

摘要

语音短期记忆(STM)和工作记忆(WM)容量是语音信息的时间存储,有助于语言发展。患有先天性听力损失的人工耳蜗(CI)使用者通常会损害这种能力。由于功能近红外光谱(fNIRS)能够耐受 CI 产生的磁和电伪影,因此它具有揭示这种损伤潜在机制的潜力。然而,由于标准 fNIRS 的空间分辨率似乎不足以评估与 STM/WM 任务中语音信息保持相关的皮质活动,因此该技术的空间分辨率似乎不足。在本研究中,我们招募了 14 名正常听力成年人,通过双密度 fNIRS 光导排列来提高空间分辨率,然后使用 NIRS-SPM 在基于广义线性模型(GLM)的统计分析中应用,在该模型中,在听觉或视觉呈现的假词 STM 任务的三个阶段(编码、维持和检索)期间估计皮质活动。由于 fNIRS 光导的双密度排列包含两组标准密度排列,因此在离线分析中,可以将测量的皮质血液动力学反应分析为来自两个独立的标准密度排列的数据,以及来自双密度排列(DD-array)的数据(其通道密度高两倍)。两个标准排列在听觉和视觉任务的每个阶段均显示出相似的皮质激活模式,这证明了我们的 fNIRS 分析的可靠性,但在 12 种条件中的 2 种(包括视觉任务中的维持阶段)中未能检测到皮质激活。另一方面,DD-array 揭示了所有条件下的显著皮质激活。当将估计的皮质激活定位于小区域时,观察到了这些差异,这表明 DD-array 的空间分辨率高于标准排列。据我们所知,这是第一项支持先前实验性幻影研究的临床研究,该研究证明了 fNIRS 光导双密度排列可提高空间分辨率。这些发现表明,fNIRS 光导的双密度排列提高了 STM/WM 研究中皮质活动基于 fNIRS 的估计的可靠性和空间分辨率,尽管需要进一步研究来确定该方法在 CI 人群中的有用性。

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