ISSN 0439-755X
CN 11-1911/B
主办:中国心理学会
   中国科学院心理研究所
出版:科学出版社

心理学报, 2018, 50(7): 727-738 doi: 10.3724/SP.J.1041.2018.00727

研究报告

右侧背外侧前额叶在视觉工作记忆中的因果性作用

王思思, 库逸轩,

华东师范大学心理与认知科学学院, 上海 200062

The causal role of right dorsolateral prefrontal cortex in visual working memory

WANG Sisi, KU Yixuan,

School of Psychology and Cognitive Science, East China Normal University, Shanghai 200062, China

通讯作者: 库逸轩, E-mail:yxku@psy.ecnu.edu.cn

收稿日期: 2017-07-3   网络出版日期: 2018-07-15

基金资助: * 国家社会科学基金重大项目.  17ZDA323
上海市浦江人才计划.  16PJC022
华东师范大学人文社会科学青年预研究项.  2017ECNU-YYJ050

Received: 2017-07-3   Online: 2018-07-15

Fund supported: .  17ZDA323
.  16PJC022
.  2017ECNU-YYJ050

摘要

以往的影像学研究表明右侧背外侧前额叶皮层(DLPFC)在视觉工作记忆中发挥重要作用, 然而缺乏因果性的证据。本研究旨在考察右侧DLPFC的激活与视觉工作记忆容量的因果关系, 并探讨这一关系受到记忆负荷的调节及其神经机制。被试接受经颅直流电刺激之后完成视觉工作记忆变化检测任务, 根据被试在虚假刺激情况下从负荷4到负荷6任务记忆容量的增量将被试分为低记忆增长潜力组(简称低潜力组)和高记忆增长潜力组(简称高潜力组), 结果发现正性电刺激右侧DLPFC相对于虚假电刺激显著提升了高潜力组被试在低记忆负荷(负荷4)下的记忆容量及其对应的提取阶段的脑电指标SPCN成分。表明右侧DLPFC在视觉工作记忆的提取阶段发挥重要的因果性作用; 正性经颅直流电刺激右侧DLPFC可使工作记忆容量高潜力被试获得更多的脑活动增益, 并导致更好的行为提升效果。

关键词: 视觉工作记忆 ; 经颅直流电刺激 ; 右侧背外侧前额叶皮层 ; SPCN ; 记忆潜力

Abstract

The right dorsolateral prefrontal cortex (DLPFC) plays an important role in working memory. Previous neuroimaging and neurophysiological studies have found sustained and elevated DLPFC activity during working memory delay period. Meanwhile, the right DLPFC has been suggested to be more dominant in visuospatial than verbal working memory. While the causal evidence for the relationship between the right DLPFC and visual working memory is still rare.

Transcranial direct current stimulation (tDCS) and EEG were combined to investigate the causal relationship between the right DLPFC and processes of visual working memory. Forty participants performed a color change detection task with memory load of 4 items (load-4) or 6 items (load-6) while their electroencephalography (EEG) was recorded. Before they performed the tasks, either 15 min of 1.5 mA transcranial direct current stimulation (tDCS) or 30 s of 1.5 mA sham stimulation (SHAM) was applied over the right DLPFC. The participants were divided into two groups according to their working memory capacity increment from load-4 to load-6 in the sham condition, the group who gained more increment (the high potential group) under the sham condition also benefit more from the anodal tDCS over the right DLPFC, while the other group (the low potential group) did not show such effects.

To further explore the neural mechanisms, N2pc and SPCN were compared between different conditions. N2pc did not show any stimulating effects or load effects for both low and high potential groups. In contrast, although SPCN did not show significant main effects of load or stimulation, or their interaction for the low potential group, SPCN did show main effects of stimulation for high potential group. The amplitude of SPCN after tDCS over the right DLPFC was significantly larger than that after the sham stimulation under load-4 condition, which coincided with the behavioral findings, and further suggested the role of the right DLPFC in representing the memory information during retrieval.

In sum, anodal tDCS over the right DLPFC promoted visual working memory capacity of those who had more cognitive potential from easier task (load-4) to harder task (load-6). The present study confirmed the causal role of the right DLPFC in representing the visual working memory information during the retrieval period.

Keywords: visual working memory ; tDCS ; right DLPFC ; SPCN ; working memory potential

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本文引用格式

王思思, 库逸轩. 右侧背外侧前额叶在视觉工作记忆中的因果性作用. 心理学报[J], 2018, 50(7): 727-738 doi:10.3724/SP.J.1041.2018.00727

WANG Sisi, KU Yixuan. The causal role of right dorsolateral prefrontal cortex in visual working memory. Acta Psychologica Sinica[J], 2018, 50(7): 727-738 doi:10.3724/SP.J.1041.2018.00727

1 引言

视觉工作记忆(visual working memory)是一个能够对环境中的视觉信息进行暂时性地储存和加工的在线工作空间(Baddeley & Hitch, 1974; Cowan, 2001), 它在我们脑海中形成暂时性的视觉表征以应对接下来环境中不断出现的刺激。作为连接大脑和外部世界的中继站, 视觉工作记忆对许多高级认知过程如推理、问题解决等具有重要作用(Fukuda, Vogel, Mayr, & Awh, 2010; Alloway & Alloway, 2010)。虽然人脑每时每刻都要处理纷繁世界中的海量信息, 大量的行为、电生理和脑成像研究证据表明视觉工作记忆只能表征数量非常有限的物体(3~4个) (Luck & Vogel, 1997; Vogel & Machizawa, 2004; Todd & Marois, 2004), 并且不同个体之间的视觉工作记忆容量存在很大差异(Vogel & Machizawa, 2004; Vogel, McCollough, & Machizawa, 2005)。

背外侧前额叶皮层(dorsolateral prefrontal cortex, DLPFC)在视觉工作记忆的存储和加工中发挥重要的作用。神经元电生理记录研究表明, DLPFC在视觉工作记忆的延迟阶段出现持续性的、增强的激活(Funahashi, Bruce, & Goldman-Rakic, 1989; Fuster & Alexander, 1971; Kubota & Niki, 1971)。DLPFC主要负责工作记忆空间信息的加工(Courtney, Petit, Maisog, Ungerleider, & Haxby, 1998), 视觉空间工作记忆的维持和操作(Curtis, 2006; D'Esposito, Postle, Ballard, & Lease, 1999), 注意控制和转换(Vanderhasselt, De Raedt, & Baeken, 2009), 以及干扰抑制和信息刷新(Anderson et al., 2004;Toepper et al., 2010)等功能。

此外, 根据Baddeley和Hitch的经典工作记忆模型, 工作记忆的存储和加工器中包含语音缓冲器和视空模板两个子系统, 前者负责对言语信息的加工, 后者负责对视觉和空间刺激的处理(Baddeley & Hitch, 1974)。脑成像研究表明:大脑左侧DLPFC和右侧DLPFC对加工材料存在偏侧化差异, 二者分别负责言语和视觉空间工作记忆信息的加工(Smith, Jonides, & Koeppe, 1996; Walter et al., 2003)。

然而这些神经电生理和神经影像学的研究都是相关性的研究, 并不能说明DLPFC在工作记忆加工中的因果性作用。经颅直流电刺激(transcranial direct current stimulation, tDCS)是一种无创性的微弱电流刺激, 通过影响神经元膜电位的变化对大脑皮层的兴奋性产生影响(Priori, 2003)。在调控运动皮层功能的研究中发现, 正性电刺激能够通过增强神经元同步活动使得刺激皮层去极化而兴奋性提升, 而负性电刺激则会通过令神经元超极化而使刺激皮层活动受到抑制。tDCS的效果在电刺激结束后可以持续较长时间, 13 min强度1 mA的电刺激效果可以在运动皮层持续约90 min (Nitsche & Paulus, 2001)。这种“后效”很有可能和受NMDA受体调节的长时程增强(LTP)作用相似的神经可塑性变化有关(Nitsche, Fricke, et al., 2003)。作为一种研究大脑皮层和其对应认知功能因果联系的有效手段, 经颅直流电刺激技术已经应用到注意、情绪、决策等大脑功能的各个方面(Coffman, Clark, & Parasuraman, 2014; Dedoncker, Brunoni, Baeken, & Vanderhasselt, 2016)。

前人通过经颅直流电刺激探究前额叶在工作记忆中的作用的研究中, 比较一致地发现正性电刺激左侧DLPFC可以显著提升言语工作记忆表现(Fregni et al., 2005; Andrews, Hoy, Enticott, Daskalakis, & Fitzgerald, 2011; Ohn et al., 2008 ), 证明了左侧DLPFC在言语工作记忆中存在加工优势。对于右侧DLPFC, Wu等人发现正性电刺激右侧DLPFC能够显著提升有干扰情况下的空间工作记忆顺序回忆任务的反应速度以及逆序回忆任务的记忆广度, 而对无干扰情况下的顺序和逆序回忆任务的表现没有影响(Wu et al., 2014)。Li等人采用颜色的变化检测任务发现, 正性电刺激右侧DLPFC能够显著提升被试在有干扰情况下的视觉工作记忆表现(Li et al., 2017)。另一项研究使用正性tDCS刺激右侧DLPFC显著提升了视觉空间延迟再认任务的正确率(Giglia et al., 2014)。这些研究结果为右侧DLPFC在视觉空间工作记忆的干扰抑制及信息维持过程中的重要作用提供了有力的证据。但是目前仍缺乏研究结果证明右侧DLPFC在视觉工作记忆中的作用是否受到工作记忆负荷的调节。神经影像学证据表明, DLPFC血氧信号水平随着记忆负荷的增加而增强(Druzgal & D'Esposito, 2003; Rypma, Berger, & D'Esposito, 2002), 因此在不同记忆负荷下, 电刺激DLPFC的效果也可能不同。为了探究这一问题, 本研究设置了不同的工作记忆负荷, 并通过经颅直流电刺激探究右侧DLPFC在不同记忆负荷中的作用。

除此之外, 电刺激右侧DLPFC影响视觉工作记忆表现的神经机制的研究仍较少, 电刺激右侧DLPFC影响的是视觉工作记忆的编码、保持还是提取过程仍不清楚, 本研究采用经典的视觉工作记忆变化检测范式(Vogel & Machizawa, 2004; Tseng et al., 2012), 这一范式的优点是能够通过示例序列呈现, 消失和探测序列呈现将工作记忆的编码、保持和提取过程分离开来。通过这种能够明确区分工作记忆不同加工阶段的范式结合脑电信号记录的方式, 探究右侧DLPFC在视觉工作记忆不同负荷任务中发挥作用的阶段。

N2pc (Negativity posterior contralateral, Luck & Hillyard, 1994b)是视觉目标对侧视野的电极波幅与目标同侧视野电极波幅的差值波, 它是主要出现在大脑后部电极的负波, 一般出现在刺激呈现之后约180~280 ms, 并且在PO7/PO8电极周围波幅最负。N2pc主要反映了对目标的注意选择(Mazza & Caramazza, 2012)。SPCN (Sustained posterior contralateral negativity, Jolicœur, Sessa, Dell’Acqua, & Robitaille, 2006) 同N2pc一样, 也是一个在目标呈现对侧更负的偏侧化事件相关电位成分。也称作CNSW (Contralateral negative slow wave, Klaver, Talsma, Wijers, Heinze, & Mulder, 1999)或CDA (Contralateral delay activity, Vogel & Machizawa, 2004)。它主要出现在刺激呈现之后300 ms以后, 并随着视觉工作记忆中信息的保持持续。SPCN的波幅也是在PO7/PO8电极周围最强。SPCN反映了视觉工作记忆中信息的维持, 它的波幅会随着信息存储数量的增加而增加, 直到到达被试的最大记忆容量后不再变化(Robitaille et al., 2010; Vogel & Machizawa, 2004)。本研究旨在通过这两个电生理指标, 探究右侧DLPFC在视觉工作记忆提取阶段中发挥作用的机制, 究竟是通过影响注意过程还是信息维持过程来影响工作记忆表现的。

2 方法

2.1 被试

40名华东师范大学本科生或研究生参加了实验, 年龄在19~24岁之间, 平均年龄21.9岁, 标准差1.8, 其中男生19名。所有被试的视力或矫正视力正常, 无色觉障碍, 均为右利手, 经被试口头报告, 身体健康无神经系统疾病, 没有脑部损伤史, 体内无金属植入。所有被试均为自愿参加实验, 在参加实验之前都签署被试知情同意书, 实验完成后获得少量报酬。

2.2 实验范式

本研究采用了改进的视觉工作记忆变化检测任务(Vogel & Machizawa, 2004) (图1), 首先会在灰色的屏幕上呈现一个向左或向右的箭头加注视点, 被试的眼睛需要始终盯着注视点, 同时用余光注意箭头的指向。接下来示例序列呈现100 ms, 在注视点的左右两侧出现相同数量的不同颜色的小方块, 被试需要眼球始终盯住中间的注视点, 同时用余光记忆箭头指向一侧屏幕上小方块的颜色(4个或者6个)。随后示例序列消失, 在注视点呈现900 ms后出现探测序列, 在注视点两侧出现与示例序列位置和数量相同的色块, 要求被试判断箭头指向一侧屏幕上小方块的颜色相对于示例序列有没有发生变化, 如发生变化, 只会有一个小方块的颜色发生变化。变化按F键, 不变按J键, 变化与不变化的概率各为50%, 按键在被试间平衡。

图1

图1   负荷4和负荷6变化检测任务实验流程

注:上图和下图分别为负荷4任务和负荷6任务, 箭头指向一侧屏幕上色块颜色发生变化。彩图见电子版


所有的小方块都呈现在两个4.3° × 8°的长方形区域内, 两个长方形区域的边缘间距0.7°。每个区域内每次呈现4或者6个0.9° × 1.1°大小的色块, 色块的颜色从蓝、绿、红、紫、黄、白、黑七种颜色中选取, 所有颜色在示例序列里出现不超过两次。两两小方块中心之间的水平间距为1.6°, 垂直间距为1.4°, 位置不会发生重叠。被试眼睛和屏幕的距离是100 cm。

被试需要分两次(电刺激和虚假刺激, 分在两天)完成两个系列的任务, 每个系列包括4小节任务, 每小节任务需要完成72个试次, 每个系列任务中被试需要完成负荷4(每侧4个色块)和负荷6任务(每侧6个色块)各144个试次。每个被试共需要完成576个试次。

2.3 经颅直流电刺激

本实验使用德国NeuroConn GmbH公司生产的DC-STIMULATOR PLUS经颅直流电刺激仪施加电刺激。将两个塑胶电极片(5 cm × 7cm)用浸过盐水的海绵片包裹并贴于刺激的大脑位置。在正性电刺激右侧DLPFC情况下, 正极电极放置于10-20脑电系统的F4电极位置, 参考电极放置在被试的左侧脸颊以避免电刺激对其他脑区的影响(Jones & Berryhill, 2012)。真刺激情形下, 采用强度为1.5 mA的直流电刺激持续刺激15 min; 虚假刺激情形下, 电极的正负极放置位置与真刺激相同, 但是电流刺激仅在开始时持续30 s, 被试佩戴电极片共15 min后取下, 以使被试感受到和持续电刺激相同的轻微刺痛感, 并且难以区分接受的是哪种电刺激。由于虚假刺激情况下电流时间非常短, 因此将虚假刺激作为电刺激右侧DLPFC的控制情况。为了消除电刺激的后效, 每名被试需要分两次(分别在两天, 间隔24 h以上)参加实验。被试接受电刺激右侧DLPFC和虚假刺激的顺序也在被试间进行平衡。被试在接受15 min电刺激之后, 立刻开始视觉工作记忆任务, 并同时记录脑电信号。

2.4 脑电记录参数

脑电数据使用德国Brain Product公司生产的BrainAmp 32导脑电系统采集。分别放置电极在右眼外侧记录水平眼电, 左眼下侧记录垂直眼电。头皮与电极之间的阻抗小于10 kΩ, 在线滤波带通为0.05~100 Hz, 采样频率为1000 Hz/导。以FCz电极作为在线参考, 离线分析以左右两耳乳突电极的平均电位为参考电极, 离线低通滤波带宽40 Hz。分别以示例序列和探测序列开始的时刻作为事件相关电位的零点, 示例序列和探测序列对应的分段时间分别为-200~800 ms和-100~600 ms, 并分别取零点前的200 ms和100 ms脑电波作为基线。运动伪迹去除阈限为±100 μV, 水平眼电HEOG的去除阈限为±70 μV。所有事件相关电位的分析只选取被试判断正确试次的脑电数据进行叠加平均。

不区分箭头朝向, 将所有试次记忆目标对侧和目标同侧的电极波幅的差值叠加平均(Hopf, Boelmans, Schoenfeld, Luck, & Heinze, 2004; Eimer & Kiss, 2010)。N2pc是在刺激出现之后约180~280 ms出现在顶枕皮层的负波, 本研究中示例序列和探测序列N2pc的时间窗取得分别是示例序列和探测序列开始之后的180~250 ms和250~320 ms (Luck & Hillyard, 1994a; Eimer, 1996; Woodman & Luck, 2003; Jolicœur, Brisson, & Robitaille, 2008; Woodman, Arita, & Luck, 2009; Woodman, 2010)。SPCN的时间窗取得分别是示例序列和探测序列开始后的320~800 ms和350~600 ms (Jolicœur et al., 2008; Eimer & Kiss, 2010)。根据前人研究, N2pc和SPCN一般在PO7/PO8电极附近波幅最强, 由于本实验中的32导电极帽不包括PO7/PO8, 因此选取这两个电极周围的三对电极CP5/6, P7/8, O1/2的对侧与同侧电极波幅差值的均值计算N2pc和SPCN的幅值, 本研究并没有对N2pc和SPCN的潜伏期进行分析。

2.5 数据测量与分析

被试反应的辨别力通过信号检测论中的d’表示, d’是击中率的标准分减去虚报率的标准分的差值, d’越大, 个体对刺激信号的辨别力越高。视觉工作记忆容量通过Cowan’s K (Cowan, 2001)系数表示, 其计算公式为:K = 记忆负荷 × (击中率 - 虚报率), 表示呈现特定数量的项目数时个体所能记忆的项目个数。对K值, d’值以及事件相关电位N2pc和SPCN的波幅值均采用2(刺激类型:正性电刺激右侧DLPFC, 虚假刺激) × 2(记忆负荷:负荷4, 负荷6)两因素重复测量方差分析, 采用SPSS 19.0进行数据处理。p值的多重比较校正均采用Bonferroni校正方法。

前人研究发现, 不同特质的个体对于电刺激的敏感性存在较大的差异, 个体本身工作记忆容量大小(Tseng et al., 2012)、性别(Meiron & Lavidor, 2013)甚至受教育程度(Berryhill & Jones, 2012)都会影响个体接受tDCS之后受益的大小。本研究设置了负荷4和负荷6两种任务, 由于人类视觉工作记忆容量大约为3~5个, 对有些被试来说, 负荷4任务已经接近他们的记忆限制, 负荷6任务则超出了他们的能力范围, 过多的记忆项目反而会干扰他们的记忆, 因此从负荷4到负荷6, 记忆容量不会提升甚至会降低。而对另一些个体来说, 负荷4还没有到达他们的记忆限制, 到负荷6时其记忆的项目数量会继续增加。虽然前人研究中关于这种记忆增长潜力的分组方式的描述较少, 但本研究中这种从负荷4到负荷6记忆容量提升的潜力大小与被试本身的平均记忆容量K (虚假刺激情况下负荷4和负荷6 K值的均值)也有相关, r = 0.65, p < 0.001。被试接受tDCS之后的增益量很有可能受到这种潜力的调节, 因此我们根据被试在负荷4到负荷6任务情况下记忆容量的增加量大小(K6-K4)的中位数将所有被试分为两组:增加量大的高记忆增长潜力组(以下简称高潜力组)和增加量小甚至为负的低记忆增长潜力组(以下简称低潜力组)以探究工作记忆增长潜力对tDCS刺激右侧DLPFC作用的影响。

3 结果

3.1 行为结果

有2名被试由于在负荷6情况下反应正确率低于50%被剔除, 对剩余38名被试的实验数据进行了后续的分析。d’的分析结果表明:记忆负荷的主效应显著, F(1, 38) = 186.36, p < 0.001, ηp2 = 0.83。刺激类型的主效应、刺激类型和记忆负荷的交互作用均不显著(ps > 0.05)。K的分析结果同d’结果相似, 记忆负荷的主效应显著, F(1, 38) = 18.83, p < 0.001, ηp2 = 0.34。刺激类型的主效应、刺激类型和记忆负荷的交互作用均不显著(ps > 0.05)。

所有被试的K值和d’分析结果表明, 视觉工作记忆的辨别力d’会随着记忆负荷的提升显著降低(ps < 0.001), 而工作记忆的容量K则随着记忆负荷的提升显著提高(ps < 0.05)。但是正性tDCS刺激右侧DLPFC对视觉工作记忆的表现并没有明显的影响。为了进一步探究不同记忆增长潜力对电刺激效果的影响, 将组别变量:高潜力组(19人, MK6-K4 = 0.74, SDK6-K4 = 0.40)、低潜力组(19人, MK6-K4 = -0.10, SDK6-K4 = 0.37)加入进行2(刺激类型:正性电刺激右侧DLPFC, 虚假刺激) × 2(记忆负荷:负荷4, 负荷6) × 2(组别:高潜力组, 低潜力组)重复测量方差分析发现, 刺激类型 × 记忆负荷 × 组别的交互作用显著, 无论是d’, F(2, 38) = 18.16, p < 0.001, ηp2 = 0.36; 还是K, F(2, 38) = 10.30, p < 0.005, ηp2 = 0.22。

分别对高、低潜力组被试的d’进行2刺激类型× 2记忆负荷重复测量方差分析表明(图2):低潜力组被试的记忆负荷主效应显著, F(1, 19) = 107.42, p < 0.001, η2 p = 0.86, 反应的辨别力随着记忆负荷的增加而降低。刺激类型的主效应、刺激类型和记忆负荷的交互作用均不显著(ps > 0.05), 电刺激并没有对低潜力组被试的表现产生影响。高潜力组被试d’的记忆负荷主效应显著, F(1, 19) = 80.59, p < 0.001, ηp2 = 0.82; 刺激类型的主效应不显著, F(1, 19) = 1.10, p > 0.05; 刺激类型和记忆负荷的交互作用显著, F(1, 19) = 19.39, p < 0.001, ηp2 = 0.52。事后检验结果表明这种交互作用是由在负荷4的情况下正性电刺激右侧DLPFC相比于虚假刺激显著提升了被试的辨别力d’导致, t(19) = 3.15, p < 0.01, Cohen’s d = 0.58。而在负荷6时高潜力组被试在两种刺激情况下辨别力差异不显著, t(19) = 1.05, p > 0.05。两种刺激情况下, 两组在负荷4任务的辨别力都显著高于负荷6任务(ps < 0.005)。

图2

图2   高低潜力组行为表现

注:大括号表示在两种刺激情况下负荷4和负荷6的工作记忆表现差异分别显著, 小括号表示负荷4情况下电刺激右侧DLPFC和虚假刺激后工作记忆表现的差异显著。*p < 0.05, Errorbar代表均值的标准误。


高、低潜力组K的分析结果表明(图2):低潜力组被试的所有效应均不显著(ps > 0.05)。而高潜力组被试记忆负荷的主效应显著, F(1, 19) = 34.98, p < 0.001, ηp2 = 0.66。刺激类型的主效应不显著, F(1, 19) = 0.12, p > 0.05。刺激类型和记忆负荷的交互作用显著, F(1, 19) = 6.87, p < 0.05, ηp2 = 0.28。事后检验结果表明这种交互作用是由在负荷4情况下正性电刺激右侧DLPFC相比于虚假刺激显著提升了高潜力组被试的记忆容量K导致, t(19) = 2.13, p < 0.05, Cohen’s d = 0.41。而在负荷6时两种刺激情况下的记忆容量差异不显著, t(19) = 1.38, p > 0.05。此外, 高潜力组被试在两种刺激情况下负荷6的记忆容量都显著高于负荷4的记忆容量(ps < 0.05)。

以上这些结果表明, 正性电刺激右侧DLPFC对低潜力组被试的表现并没有显著影响, 但是会显著提升高潜力组被试在低记忆负荷下的辨别力和记忆容量。对被试在负荷4到负荷6记忆容量增长的潜力大小与正性电刺激对工作记忆表现d’和K的提升效果进行相关分析发现:被试的记忆容量提升潜力越大, 其在负荷4任务情况下行为表现获得电刺激的提升效果越大, rd’ = 0.48, p < 0.01; rK = 0.40, p < 0.05 (图3)。

图3

图3   记忆增长潜力和正性电刺激右侧DLPFC效果的相关

注:每个黑点代表一个被试。


3.2 ERP结果

一名被试由于眼动伪迹过多在后续的脑电数据分析中被剔除, 对剩余的37名被试的脑电数据进行分析。选取CP5/CP6, P7/P8, O1/O2三对电极的对侧电极减同侧电极幅值的差值均值进行分析。对37名被试在示例序列出现后的N2pc波幅和SPCN波幅进行2刺激类型 × 2记忆负荷重复测量方差分析结果表明(图4):N2pc波幅和SPCN波幅的所有效应均不显著(ps > 0.05)。对37名被试在探测序列出现后的N2pc波幅和SPCN波幅进行2 × 2重复测量方差分析结果表明(图5, 图6):N2pc波幅的所有效应均不显著(ps > 0.05)。SPCN波幅的刺激类型主效应显著, F(1, 37) = 6.45, p < 0.05, ηp2 = 0.15, 记忆负荷的主效应、刺激类型和记忆负荷的交互作用均不显著(ps > 0.05)。对不同刺激情况下SPCN的波幅进行配对样本t检验, 结果表明, 负荷4情况下, 电刺激右侧DLPFC之后SPCN的幅值比虚假刺激情况下更负, t (37) = -0.23, p = 0.04, Cohen’s d = 0.74。而负荷6情况下二者差异不显著。加入组别因素对N2pc波幅和SPCN波幅进行2刺激类型 × 2记忆负荷 × 2组别重复测量方差分析, 结果表明:N2pc波幅的各类效应均不显著; SPCN波幅的刺激类型主效应显著, F(1, 37) = 7.01, p < 0.05, ηp2 = 0.167, 其他效应均不显著。

图4

图4   所有被试以及高低潜力组被试在示例序列出现后的ERP成分

注:灰色虚线和实线框包住的分别是N2pc和SPCN成分。黑色实线表示虚假刺激负荷4情况, 黑色虚线表示电刺激右侧DLPFC负荷4情况, 灰色实线表示虚假刺激负荷6情况, 灰色虚线表示电刺激右侧DLPFC负荷6情况。所有ERP均为CP5/6, P7/8, O1/2三对电极对侧电极减同侧电极波幅差值的均值。


图5

图5   所有被试以及高低潜力组被试在探测序列出现后的ERP成分

注:灰色虚线和实线框包住的分别是N2pc和SPCN成分, 高潜力组SPCN下方加粗黑线部分表示电刺激负荷4和虚假刺激负荷4差异显著区域。黑色实线表示虚假刺激负荷4情况, 黑色虚线表示电刺激右侧DLPFC负荷4情况, 灰色实线表示虚假刺激负荷6情况, 灰色虚线表示电刺激右侧DLPFC负荷6情况。所有ERP均为CP5/6, P7/8, O1/2三对电极对侧电极减同侧电极波幅差值的均值。


图6

图6   所有被试、高低潜力组被试探测序列出现后N2pc (250~320 ms)和SPCN (350~600 ms)的均值

注:*p < 0.05, Errorbar代表均值的标准误。


虽然刺激类型 × 记忆负荷 × 组别的交互作用并不显著, 为了进一步探究电刺激对工作记忆神经指标的影响是否受到被试个体差异的调节, 分别对高潜力组(18人)和低潜力组(19人)被试的N2pc波幅和SPCN波幅进行2刺激类型 × 2记忆负荷重复测量方差分析。结果表明:高、低潜力组被试N2pc波幅的重复测量方差分析结果均不显著。低潜力组被试SPCN波幅的各种效应均不显著(ps > 0.05) (图5, 图6)。高潜力组被试的SPCN波幅的刺激类型主效应显著, F(1, 18) = 8.23, p < 0.05, ηp2 = 0.33)。但是记忆负荷的主效应、刺激类型与记忆负荷的交互作用均不显著(ps > 0.05)。配对样本t检验结果表明, 高潜力组被试在负荷4任务情况下, 正性电刺激右侧DLPFC相对于虚假刺激情况下的SPCN波幅获得显著提升, t(18) = -3.27, p < 0.01, Cohen’s d = 0.78。而在负荷6的情况下二者差异不显著, t(18) = -1.42, p > 0.05。

对被试在负荷4到负荷6记忆容量增长的潜力大小与正性电刺激对SPCN波幅的提升效果进行相关分析发现:被试的记忆容量提升潜力越大, 其在负荷4任务情况下SPCN波幅获得电刺激的提升效果越大, r = -0.39, p = 0.017 (图7), 与行为结果一致。

图7

图7   被试的记忆增长潜力与正性电刺激右侧DLPFC在SPCN幅值上效果的皮尔逊相关


4 讨论

本研究通过正性电刺激右侧DLPFC提升其兴奋性以实现对视觉工作记忆行为表现和神经活动的调控, 从而验证右侧DLPFC在不同负荷视觉工作记忆加工中的因果性作用。根据被试在控制条件(虚假刺激)下从负荷4到负荷6任务时记忆容量的增长潜力将被试分为高增长潜力组和低增长潜力组, 发现正性电刺激刺激右侧DLPFC能够选择性地提升高增长潜力组个体在低记忆负荷下的视觉工作记忆表现以及信息提取阶段的SPCN波幅。证明了右侧DLPFC在视觉工作记忆的提取阶段发挥重要作用。

同前人研究结果相一致, 本研究发现正性经颅直流电刺激的刺激效果与个体本身的特质存在交互作用。Tseng等人(2012)的研究使用正性经颅直流电刺激右侧后顶叶皮层(posterior parietal cortex)发现本身工作记忆容量较低的个体相对于工作记忆容量较高的个体更易获得电刺激的提升作用。Berryhill等人(2012)分别电刺激左侧和右侧DLPFC发现受教育程度较高的老年人相比于受教育程度较低的老年人更易获得电刺激提升效果。Meiron等人(2013)的研究结果表明女性更容易从电刺激右侧>DLPFC中受益, 而男性更易从电刺激左侧DLPFC中受益。因此, 从电刺激中受益的程度与很多因素有关。虽然Tseng等人的研究发现工作记忆容量较低的个体更易从电刺激中获益, 但是我们的研究却发现工作记忆容量增长潜力较高的个体从tDCS中获得了更多提升。其原因可能在于, 尽管我们采用了相似的任务(Vogel & Machizawa, 2004), 但是我们电刺激的脑区并不相同, Tseng等人刺激的是右侧PPC (Posterior Parietal Cortex), 该脑区更多的在工作记忆的信息维持阶段发挥作用, 主要负责视觉空间注意和记忆维持。而本研究刺激的脑区是右侧DLPFC, 则更多的发挥执行控制的作用, 主要负责目标维持和干扰抑制。这两个脑区兴奋性的变化可能对视觉工作记忆的表现造成不同的影响。而且最新的研究发现电刺激的效果并不受到个体的工作记忆容量大小的影响(Li et al., 2017), 这表明电刺激的效果并不受单一因素的影响。一项关于tDCS对运动和认知表现调控的元分析研究表明, tDCS对行为表现的影响效果确实很难预测(Jacobson, Koslowsky, & Lavidor, 2012)。同Berryhill等人(2012)的研究结果发现受教育程度高的群体电刺激获益大相类似, 本研究发现tDCS刺激右侧DLPFC提升了高潜力组的表现。本研究发现电刺激的效果也会受到个体本身从较低负荷到较高负荷工作记忆容量的增长潜力的影响, 同前人研究结果共同证明了个体对于电刺激的敏感性可能受到个体本身神经系统特性的调控。Nitsche, Liebetanz等人(2003)提出经颅直流电刺激的长时效果依赖于大脑中NMDA谷氨酸受体介导的长时程增强/抑制作用。他们还发现经颅直流电刺激的神经可塑性效果受到脑源性神经营养因子(BDNF)基因型多样性的影响。因此个体电刺激效果的差异很有可能是不同的受体和基因型调控导致的。

本研究发现, 正性电刺激右侧DLPFC选择性地提升了高潜力组被试在低负荷任务下的视觉工作记忆辨别力和容量, 而对于高负荷任务的表现没有影响。对于低潜力组被试来说, 负荷4已经到达他们的记忆限制, 即使通过正性电刺激提升右侧DLPFC的兴奋性也无法使他们的记忆表现获得提升; 而对于高潜力组被试, 在负荷4的情况下他们的工作记忆容量还具有较高的提升潜力, 提高DLPFC活动水平能够促进他们的记忆表现; 当负荷达到6时, 高潜力组被试也到达了自己的记忆限制, 因此即使DLPFC活动水平增强也无法对他们的工作记忆表现起到促进作用。这些结果表明:电刺激右侧DLPFC对工作记忆表现的影响效果受到记忆负荷和难度的调节, 证明了DLPFC的活动具有记忆负荷依赖的特性(Druzgal & D'Esposito, 2003; Rypma et al., 2002)。并且同Tseng等人(2012)的研究结果:tDCS没有对高表现组的视觉工作记忆产生影响一致证明, DLPFC的活动水平对工作记忆表现的调控作用存在一个限制阈限, 当它的活动达到这一限制后, 即使通过外界调控(电刺激等)增强其活动水平, 也不会对工作记忆的表现产生影响。

前人的研究虽然在一定程度上证明了右侧DLPFC在视觉空间工作记忆中的作用(Wu et al., 2014; Giglia et al., 2014), 但缺乏对其具体神经机制的探究, 本研究采用能够区分不同加工阶段的范式, 不同的ERP成分N2pc和SPCN对电刺激右侧DLPFC调控视觉工作记忆表现的神经机制进行深入探索。前人研究表明, SPCN反映的是视觉工作记忆的信息维持, 但是这种信息维持可能发生在工作记忆的延迟保持阶段(Vogel & Machizawa, 2004), 也可能发生在提取阶段(Tseng et al., 2012)。本研究并未发现延迟和提取过程中SPCN的负荷效应, 这一结果与前人研究相符(Robitaille et al., 2010; Vogel & Machizawa, 2004), 超过记忆容量(4)之后的顶叶对侧-同侧差异波的波幅维持不变。有意思的是, 本研究发现延迟过程中的SPCN不受到刺激的影响, 而提取过程的SPCN在特定情况下受到刺激的影响。这表明相对于工作记忆的编码和保持阶段, 右侧DLPFC在提取阶段的作用更加显著。而提取过程中N2pc没有发现显著结果, 从神经生理学角度证明在视觉工作记忆的提取阶段, 相比于早期注意, 右侧DLPFC可能在晚期比较过程的信息维持中发挥更显著的作用。

最后, 我们的研究为大脑右半球在视觉空间工作记忆加工中具有加工优势提供了进一步的证据。前人研究证明了右侧DLPFC与工作记忆的干扰抑制(Wu et al., 2014; Li et al., 2017), 和延迟再认(Giglia et al., 2014)的因果联系, 通过采用事件相关电位的分析方法, 本研究为DLPFC在工作记忆的提取过程中的重要作用提供了因果联系的证据。除此之外, 我们的研究发现也为找到提升个体工作记忆的表现的快速有效方式提供了良好的启示。

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Parietal contributions to visual working memory depend on task difficulty

Frontiers in Psychiatry, 3, 81.

DOI:10.3389/fpsyt.2012.00081      URL     PMID:3437464      [本文引用: 1]

The nature of parietal contributions to working memory (WM) remain poorly understood but of considerable interest. We previously reported that posterior parietal damage selectively impaired WM probed by recognition (Berryhill and Olson, 2008a). Recent studies provided support using a neuromodulatory technique, transcranial direct current stimulation (tDCS) applied to the right parietal cortex (P4). These studies confirmed parietal involvement in WM because parietal tDCS altered WM performance: anodal current tDCS improved performance in a change detection task, and cathodal current tDCS impaired performance on a sequential presentation task. Here, we tested whether these complementary results were due to different degrees of parietal involvement as a function of WM task demands, WM task difficulty, and/or participants WM capacity. In Experiment 1, we applied cathodal and anodal tDCS to the right parietal cortex and tested participants on both previously used WM tasks. We observed an interaction between tDCS (anodal, cathodal), WM task difficulty, and participants WM capacity. When the WM task was difficult, parietal stimulation (anodal or cathodal) improved WM performance selectively in participants with high WM capacity. In the low WM capacity group, parietal stimulation (anodal or cathodal) impaired WM performance. These nearly equal and opposite effects were only observed when the WM task was challenging, as in the change detection task. Experiment 2 probed the interplay of WM task difficulty and WM capacity in a parametric manner by varying set size in the WM change detection task. Here, the effect of parietal stimulation (anodal or cathodal) on the high WM capacity group followed a linear function as WM task difficulty increased with set size. The low WM capacity participants were largely unaffected by tDCS. These findings provide evidence that parietal involvement in WM performance depends on both WM capacity and WM task demands. We discuss these findings in terms of alternative WM strategies employed by low and high WM capacity individuals. We speculate that low WM capacity individuals do not recruit the posterior parietal lobe for WM tasks as efficiently as high WM capacity individuals. Consequently, tDCS provides greater benefit to individuals with high WM capacity.

Klaver P., Talsma D., Wijers A. A., Heinze H. J., & Mulder G . ( 1999).

An event-related brain potential correlate of visual short-term memory

NeuroReport, 10( 10), 2001-2005.

DOI:10.1097/00001756-199907130-00002      URL     PMID:10424664      [本文引用: 1]

Event-related potentials (ERPs) were recorded as 12 subjects performed a delayed matching to sample task. We presented two bilateral abstract shapes and cued spatially which had to be memorized for a subsequent matching task: left, right or both. During memorization a posterior slow negative ERP wave developed over the hemisphere contralateral to the memorized shape. This effect was similar in high and low memory load trials while the memory figures were visible (for 1000 ms). As the figures disappeared (for 1500 ms), the effect persisted only in the low memory load conditions. We suggest that the contralateral negativity reflects a visual short-term memory process and that capacity limitation in the high memory load condition causes this process to collapse.

Kubota, K., &Niki H. , ( 1971).

Prefrontal cortical unit activity and delayed alternation performance in monkeys

Journal of Neurophysiology, 34( 3), 337-347.

URL     PMID:4997822      [本文引用: 1]

J Neurophysiol. 1971 May;34(3):337-47.

Li S. Y., Cai Y., Liu J., Li D. W., Feng Z. F., Chen C. S., & Xue G . ( 2017).

Dissociated roles of the parietal and frontal cortices in the scope and control of attention during visual working memory

NeuroImage, 149, 210-219.

DOI:10.1016/j.neuroimage.2017.01.061      URL     PMID:28131893      [本文引用: 3]

61Attention control and attention scope during visual WM were examined by tDCS.61Anodal tDCS on the right PPC specifically enlarged attention scope in visual WM.61Anodal tDCS on the right PFC specifically enhanced attention control in visual WM.61Bilateral presentation introduced an additional demand on attention control.

Luck, S.J., &Hillyard S.A . ( 1994

a). Spatial filtering during visual search: Evidence from human electrophysiology

Journal of Experimental Psychology: Human Perception and Performance, 20( 5), 1000-1014.

DOI:10.1037/0096-1523.20.5.1000      URL     PMID:7964526      [本文引用: 1]

The identification of targets in visual search arrays may be improved by suppressing competing information from the surrounding distractor items. The present study provided evidence that this hypothetical filtering process has a neural correlate, the "N2pc" component of the event-related potential waveform. The N2pc was observed when a target item was surrounded by competing distractor items but was absent when the array could be rejected as a nontarget on the basis of simple feature information. In addition, the N2pc was eliminated when filtering was discouraged by removing the distractor items, making the distractors relevant, or making all items within an array identical. Combined with previous topographic analyses, these results suggest that attentional filtering occurs in occipital cortex under the control of feedback from higher cortical regions after a preliminary feature-based analysis of the stimulus array.

Luck, S.J., &Hillyard S.A . ( 1994 b).

Electrophysiological correlates of feature analysis during visual search

Psychophysiology, 31( 3), 291-308.

DOI:10.1111/j.1469-8986.1994.tb02218.x      URL     PMID:8008793      [本文引用: 1]

Event-related brain potentials (ERPs) were recorded from normal young adults during visual search tasks in which the stimulus arrays contained either eight identical items (homogeneous arrays) or seven identical items and one deviant item (pop-out arrays). Four experiments were conducted in which different classes of stimulus arrays were designated targets and the remaining stimulus arrays were designated nontargets. In Experiments 1 and 2, both target and nontarget pop-out stimuli elicited an enhanced anterior N2 wave and a contralaterally larger posterior P1 wave, but Experiments 3 and 4 demonstrated that these components do not reflect fully automatic pop-out detection processes. In all four experiments, target pop-outs elicited enlarged anterior P2, posterior N2, occipital P3, and parietal P3 waves. The target-elicited posterior N2 wave contained a contralateral subcomponent (N2pc) that exhibited a focus over occipital cortex in maps of current source density. The overall pattern of results was consistent with guided search models in which preattentive stimulus information is used to guide attention to task-relevant stimuli.

Luck, S.J., &Vogel E.K . ( 1997).

The capacity of visual working memory for features and conjunctions

Nature, 390( 6657), 279-281.

DOI:10.1038/36846      URL     [本文引用: 1]

Mazza, V., &Caramazza A. , ( 2012).

Perceptual grouping and visual enumeration

PLoS One, 7( 11), e50862.

DOI:10.1371/journal.pone.0050862      URL     PMID:23226408      [本文引用: 1]

Abstract We used lateralized Event-Related Potential (ERP) measures - the N2pc and CDA/SPCN components - to assess the role of grouping by target similarity during enumeration. Participants saw a variable number (0, 1, 2 or 3) of same- or differently-colored targets presented among homogeneous distracters, and performed an enumeration task. Results showed that the N2pc, but not the CDA, was larger for multiple targets of identical color relative to targets of different colors. The findings are interpreted in terms of the effects of grouping on early versus late stages of multiple object processing. Within this framework, they reveal that grouping has an effect on early individuation mechanisms, while later processing mechanisms are less prone to such an influence.

Meiron, O. , &Lavidor M. , ( 2013).

Unilateral prefrontal direct current stimulation effects are modulated by working memory load and gender

Brain Stimulation, 6( 3), 440-447.

DOI:10.1016/j.brs.2012.05.014      URL     PMID:22743075      [本文引用: 1]

Background: Recent studies revealed that anodal transcranial direct current stimulation (tDCS) to the left dorsolateral prefrontal cortex (DLPFC) may improve verbal working memory (WM) performance in humans. In the present study, we evaluated executive attention, which is the core of WM capacity, considered to be significantly involved in tasks that require active maintenance of memory representations in interference-rich conditions, and is highly dependent on DLPFC function.Objectives: We investigated verbal WM accuracy using a WM task that is highly sensitive to executive attention function. We were interested in how verbal WM accuracy may be affected by WM load, unilateral DLPFC stimulation, and gender, as previous studies showed gender-dependent brain activation during verbal WM tasks.Methods: We utilized a modified verbal n-Back task hypothesized to increase demands on executive attention. We examined "online" WM performance while participants received transcranial direct current stimulation (tDCS), and implicit learning performance in a post-stimulation WM task.Results: Significant lateralized "online" stimulation effects were found only in the highest WM load condition revealing that males benefit from left DLPFC stimulation, while females benefit from right DLPFC stimulation. High WM load performance in the left DLPFC stimulation was significantly related to post-stimulation recall performance.Conclusions: Our findings support the idea that lateralized stimulation effects in high verbal WM load may be gender-dependent. Further, our post-stimulation results support the idea that increased left hemisphere activity may be important for encoding verbal information into episodic memory as well as for facilitating retrieval of context-specific targets from semantic memory. (C) 2013 Elsevier Inc. All rights reserved.

Nitsche, M.A., &Paulus W. , ( 2001).

Sustained excitability elevations induced by transcranial DC motor cortex stimulation in humans

Neurology, 57( 10), 1899-1901.

DOI:10.1111/j.1469-7793.2000.t01-1-00633.x      URL     PMID:10990547      [本文引用: 1]

Abstract 1 In this paper we demonstrate in the intact human the possibility of a non-invasive modulation of motor cortex excitability by the application of weak direct current through the scalp. 2 Excitability changes of up to 40 %, revealed by transcranial magnetic stimulation, were accomplished and lasted for several minutes after the end of current stimulation. 3 Excitation could be achieved selectively by anodal stimulation, and inhibition by cathodal stimulation. 4 By varying the current intensity and duration, the strength and duration of the after-effects could be controlled. 5 The effects were probably induced by modification of membrane polarisation. Functional alterations related to post-tetanic potentiation, short-term potentiation and processes similar to postexcitatory central inhibition are the likely candidates for the excitability changes after the end of stimulation. Transcranial electrical stimulation using weak current may thus be a promising tool to modulate cerebral excitability in a non-invasive, painless, reversible, selective and focal way.

Nitsche M. A., Fricke K., Henschke U., Schlitterlau A., Liebetanz D., Lang N., .. Paulus W . ( 2003).

Pharmacological modulation of cortical excitability shifts induced by transcranial direct current stimulation in humans

The Journal of Physiology, 553( 1), 293-301.

DOI:10.1113/jphysiol.2003.049916      URL     PMID:12949224      [本文引用: 1]

Abstract Transcranial direct current stimulation (tDCS) of the human motor cortex results in polarity-specific shifts of cortical excitability during and after stimulation. Anodal tDCS enhances and cathodal stimulation reduces excitability. Animal experiments have demonstrated that the effect of anodal tDCS is caused by neuronal depolarisation, while cathodal tDCS hyperpolarises cortical neurones. However, not much is known about the ion channels and receptors involved in these effects. Thus, the impact of the sodium channel blocker carbamazepine, the calcium channel blocker flunarizine and the NMDA receptor antagonist dextromethorphane on tDCS-elicited motor cortical excitability changes of healthy human subjects were tested. tDCS-protocols inducing excitability alterations (1) only during tDCS and (2) eliciting long-lasting after-effects were applied after drug administration. Carbamazepine selectively eliminated the excitability enhancement induced by anodal stimulation during and after tDCS. Flunarizine resulted in similar changes. Antagonising NMDA receptors did not alter current-generated excitability changes during a short stimulation, which elicits no after-effects, but prevented the induction of long-lasting after-effects independent of their direction. These results suggest that, like in other animals, cortical excitability shifts induced during tDCS in humans also depend on membrane polarisation, thus modulating the conductance of sodium and calcium channels. Moreover, they suggest that the after-effects may be NMDA receptor dependent. Since NMDA receptors are involved in neuroplastic changes, the results suggest a possible application of tDCS in the modulation or induction of these processes in a clinical setting. The selective elimination of tDCS-driven excitability enhancements by carbamazepine proposes a role for this drug in focussing the effects of cathodal tDCS, which may have important future clinical applications.

Nitsche M. A., Liebetanz D., Lang N., Antal A., Tergau F., & Paulus W . ( 2003).

Safety criteria for transcranial direct current stimulation (tDCS) in humans

Clinical Neurophysiology, 114( 11), 2220-2222.

DOI:10.1016/S1388-2457(03)00235-9      URL     PMID:14580622     

Clin Neurophysiol. 2003 Nov;114(11):2220-2; author reply 2222-3. Letter

Ohn S. H., Park C. I., Yoo W. K., Ko M. H., Choi K. P., Kim G. M., .. Kim Y. H . ( 2008).

Time-dependent effect of transcranial direct current stimulation on the enhancement of working memory

NeuroReport, 19( 1), 43-47.

DOI:10.1097/WNR.0b013e3282f2adfd      URL     PMID:18281890      [本文引用: 1]

The time-dependent effect of transcranial direct current stimulation (tDCS) on working memory was investigated by applying anodal stimulation over the left prefrontal cortex. This single-blind, sham-controlled crossover study recruited 15 healthy participants. A three-back verbal working-memory task was performed before, during, and 30 min after 1 mA anodal or sham tDCS. Anodal tDCS, compared with sham stimulation, significantly improved working-memory performance. Accuracy of response was significantly increased after 20 min of tDCS application, and was further enhanced after 30 min of stimulation. This effect was maintained for 30 min after the completion of stimulation. These results suggest that tDCS at 1 mA enhances working memory in a time-dependent manner for at least 30 min in healthy participants.

Priori, A. ( 2003).

Brain polarization in humans: A reappraisal of an old tool for prolonged non-invasive modulation of brain excitability

Clinical Neurophysiology, 114( 4), 589-595.

DOI:10.1016/S1388-2457(02)00437-6      URL     PMID:12686266      [本文引用: 1]

Abstract Direct current (DC) is very effective in modulating spontaneous neuronal firing. The history of electrophysiology starts with the discovery of the biological effects of DC and as early as two centuries ago scalp DC was used to treat mental disorder. Psychophysiological investigations suggested a possible effect of scalp DC in humans. More recently several studies assessed, with motor potentials evoked by transcranial brain stimulation, the motor-cortical excitability changes induced by scalp DC. Even weak DCs pass through the scalp and influence human brain activity. DCs delivered at relatively strong intensities (1 mA) and for long periods (10 min or so), not only influence (either increase or decrease) brain excitability during their application in normal subjects, but induce persistent changes in excitability after their offset that, at least in the motor cortex, can last for almost 1 h. Scalp DC might represent a non-invasive simple and valuable potential treatment for psychiatric and neurologic diseases with changes in brain excitability or focally abnormal (increased or decreased) function.

Robitaille N., Marois R., Todd J., Grimault S., Cheyne D., &Jolicœur P . ( 2010).

Distinguishing between lateralized and nonlateralized brain activity associated with visual short-term memory: fMRI, MEG, and EEG evidence from the same observers

NeuroImage, 53( 4), 1334-1345.

DOI:10.1016/j.neuroimage.2010.07.027      URL     PMID:20643214      [本文引用: 2]

Previous functional neuroimaging studies have shown that maintenance of centrally presented objects in visual short-term memory (VSTM) leads to bilateral increases of BOLD activations in IPS/IOS cortex, while prior electrophysiological work suggests that maintaining stimuli encoded from a single hemifield leads to a sustained posterior contralateral negativity (SPCN) in electrophysiology and magnetoencephalography. These two findings have never been investigated using the same physiological measures. We recorded the BOLD response using fMRI, magnetoencephalography (MEG), and electrophysiology (EEG), while subjects encoded visual stimuli from a single hemifield of a balanced display. The EEG showed an SPCN. However, no SPCN-like activation was observed in the BOLD signals. The BOLD response in parietal cortex remained bilateral, even after unilateral encoding of the stimuli, but MEG showed both bilateral and contralateral activations, each likely reflecting a sub portion of the neuronal populations participating in the maintenance of information in VSTM. Contrary to the assumption that BOLD, EEG, and MEG responses that were each linked to the maintenance of information in VSTM are markers of the same neuronal processes, our findings suggest that each technique reveals a somewhat distinct but overlapping neural signature of the mechanisms supporting visual short-term memory.

Rypma B., Berger J. S., & D'Esposito M . ( 2002).

The influence of working-memory demand and subject performance on prefrontal cortical activity

Journal of Cognitive Neuroscience, 14( 5), 721-731.

DOI:10.1162/08989290260138627      URL     [本文引用: 2]

Brain imaging and behavioral studies of working memory (WM) converge to suggest that the ventrolateral prefrontal cortex (PFC) mediates a capacity-limited storage buffer and that the dorsolateral PFC mediates memory organization processes that support supracapacity memory storage. Previous research from our laboratory has shown that the extent to which such memory organization processes are required depends on both task factors (i.e., memory load) and subject factors (i.e., response speed). Task factors exert their effects mainly during WM encoding while subject factors exert their effects mainly during WM retrieval. In this study, we sought to test the generalizability of these phenomena under more difficult memory-demand conditions than have been used previously. During scanning, subjects performed a WM task in which they were required to maintain between 1 and 8 letters over a brief delay. Neural activity was measured during encoding, maintenance, and retrieval task periods using event-related functional magnetic resonance imaging. With increasing memory load, there were reaction time increases and accuracy rate decreases, ventrolateral PFC activation decreases during encoding, and dorsolateral PFC activation increases during maintenance and retrieval. These results suggest that the ventrolateral PFC mediates WM storage and that the dorsolateral PFC mediates strategic memory organization processes that facilitate supracapacity WM storage. Additionally, high-performing subjects showed overall less activation than low-performing subjects, but activation increases with increasing memory load in the lateral PFC during maintenance and retrieval. Low-performing subjects showed overall more activation than high-performing subjects, but minimal activation increases in the dorsolateral PFC with increasing memory load. These results suggest that individual differences in both neural efficiency and cognitive strategy underlie individual differences in the quality of subjects' WM performance.

Smith E. E., Jonides J., & Koeppe R. A . ( 1996).

Dissociating verbal and spatial working memory using PET

Cerebral Cortex, 6( 1), 11-20.

DOI:10.1093/cercor/6.1.11      URL     PMID:8670634      [本文引用: 1]

Abstract Three experiments used position emission tomography (PET) to study the neural basis of human working memory. These studies ask whether different neural circuits underly verbal and spatial memory. In Experiment 1, subjects had to retain for 3 sec. either the names of four letters (verbal memory) or the positions of three dots (spatial memory). The PET results manifested a clear cut double dissociation, as the verbal task activated primarily left-hemisphere regions whereas the spatial task activated only right-hemisphere regions. In Experiment 2, the identical sequence of letters was presented in all conditions, and what varied was whether subjects had to remember the names of the letters (verbal memory) or their positions in the display (spatial memory). In the verbal task, activation was concentrated more in the left than the right hemisphere; in the spatial task, there was substantial activation in both hemispheres, though in key regions, there was more activation in the right than the left hemisphere. Experiment 3 studied only verbal memory, and showed that a continuous memory task activated the same regions as the discrete verbal task used in Experiment 1. Taken together, these results indicate that verbal and spatial working memory are implemented by different neural structures.

Todd, J.J., &Marois R. , ( 2004).

Capacity limit of visual short-term memory in human posterior parietal cortex

Nature, 428( 6984), 751-754.

DOI:10.1038/nature02466      URL     [本文引用: 1]

Toepper M., Gebhardt H., Beblo T., Thomas C., Driessen M., Bischoff M., .. & Sammer G . ( 2010).

Functional correlates of distractor suppression during spatial working memory encoding

Neuroscience, 165( 4), 1244-1253.

DOI:10.1016/j.neuroscience.2009.11.019      URL     PMID:19925856      [本文引用: 1]

Executive working memory operations are related to prefrontal regions in the healthy brain. Moreover, neuroimaging data provide evidence for a functional dissociation of ventrolateral and dorsolateral prefrontal cortex. Most authors either suggest a modality-specific or a function-specific prefrontal cortex organization. In the present study we particularly aimed at the identification of different prefrontal cerebral areas that are involved in executive inhibitory processes during spatial working memory encoding. In an fMRI study (functional magnetic resonance imaging) we examined the neural correlates of spatial working memory processing by varying the amount of executive demands of the task. Twenty healthy volunteers performed the Corsi Block-Tapping test (CBT) during fMRI. The CBT requires the storage and reproduction of spatial target sequences. In a second condition, we presented an adapted version of the Block-Suppression-Test (BST). The BST is based on the original CBT but additionally requires the active suppression of visual distraction within the target sequences. In comparison to the CBT performance, particularly the left dorsolateral prefrontal cortex (BA 9) showed more activity during the BST condition. Our results show that the left dorsolateral prefrontal cortex plays a crucial role for executive controlled inhibition of spatial distraction. Furthermore, our findings are in line with the processing model of a functional dorsolateral-ventrolateral prefrontal cortex organization.

Tseng P., Hsu T. Y., Chang C. F., Tzeng O. J. L., Hung D. L., Muggleton N. G ..&Juan , C. H. ., ( 2012).

Unleashing potential: Transcranial direct current stimulation over the right posterior parietal cortex improves change detection in low-performing individuals

Journal of Neuroscience, 32( 31), 10554-10561.

DOI:10.1523/JNEUROSCI.0362-12.2012      URL     PMID:22855805      [本文引用: 3]

The limits of visual (VSTM) have been well documented, and recent neuroscientific studies suggest that VSTM performance is associated with activity in the posterior parietal cortex. Here we show that artificially elevating parietal activity via positively charged electric current through the skull can rapidly and effortlessly improve people's VSTM performance. This artificial improvement, however, comes with an interesting twist: it interacts with people's natural VSTM capability such that low performers who tend to remember less information benefitted from the stimulation, whereas high performers did not. This behavioral dichotomy is explained by event-related potentials around the parietal regions: low performers showed increased waveforms in N2pc and contralateral delay activity (), which implies improvement in attention deployment and access in the current paradigm, respectively. Interestingly, these components are found during the presentation of the test array instead of the retention interval, from the parietal sites ipsilateral to the target location, thus suggesting that transcranial direct current stimulation (tDCS) was mainly improving one's ability to suppress no-change distractors located on the irrelevant side of the display during the comparison stage. The high performers, however, did not benefit from tDCS as they showed equally large waveforms in N2pc and , or SPCN (sustained parietal contralateral negativity), before and after the stimulation such that electrical stimulation could not help any further, which also accurately accounts for our behavioral observations. Together, these results suggest that there is indeed a fixed upper limit in VSTM, but the low performers can benefit from neurostimulation to reach that maximum via enhanced comparison processes, and such behavioral improvement can be directly quantified and visualized by the magnitude of its associated electrophysiological waveforms.

Vanderhasselt M. A., De Raedt R., & Baeken C . ( 2009).

Dorsolateral prefrontal cortex and Stroop performance: Tackling the lateralization

Psychonomic Bulletin & Review, 16( 3), 609-612.

DOI:10.3758/PBR.16.3.609      URL     PMID:19451392      [本文引用: 1]

Abstract Neuroscience research has identified the involvement of the dorsolateral prefrontal cortex (DLPFC) in cognitive control. Questions remain, however, about its lateralization correlates during Stroop task performance, an experimental cornerstone on which a large amount of cognitive control research is based. After reviewing the literature, we find that three Stroop variants have been used in an attempt to uncover different aspects of cognitive control related to DLPFC involvement. In sum, rapid and sequential up-regulation of the attentional set seems to be related to the left DLPFC. These attentional adjustments are based on participants' expectancies regarding the conflicting nature of the upcoming trial, and not on the conflict itself. In contrast, the right DLPFC is associated with an overall up-regulation of the attentional set when attentional conflict is experienced.

Vogel, E.K., &Machizawa M.G . ( 2004).

Neural activity predicts individual differences in visual working memory capacity

Nature, 428( 6984), 748-751.

DOI:10.1038/nature02447      URL     [本文引用: 9]

Vogel E. K., McCollough A. W., & Machizawa M. G . ( 2005).

Neural measures reveal individual differences in controlling access to working memory

Nature, 438( 7067), 500-503.

DOI:10.1038/nature04171      URL     PMID:16306992      [本文引用: 1]

The capacity of visual short-term memory is highly limited, maintaining only three to four objects simultaneously. This extreme limitation necessitates efficient mechanisms to select only the most relevant objects from the immediate environment to be represented in memory and to restrict irrelevant items from consuming capacity. Here we report a neurophysiological measure of this memory selection mechanism in humans that gauges an individual's efficiency at excluding irrelevant items from being stored in memory. By examining the moment-by-moment contents of visual memory, we observe that selection efficiency varies substantially across individuals and is strongly predicted by the particular memory capacity of each person. Specifically, high capacity individuals are much more efficient at representing only the relevant items than are low capacity individuals, who inefficiently encode and maintain information about the irrelevant items present in the display. These results provide evidence that under many circumstances low capacity individuals may actually store more information in memory than high capacity individuals. Indeed, this ancillary allocation of memory capacity to irrelevant objects may be a primary source of putative differences in overall storage capacity.

Walter H., Bretschneider V., Grön G., Zurowski B., Wunderlich A. P., Tomczak R., & Spitzer M . ( 2003).

Evidence for quantitative domain dominance for verbal and spatial working memory in frontal and parietal cortex

Cortex, 39( 4-5), 897-911.

DOI:10.1016/S0010-9452(08)70869-4      URL     PMID:14584558      [本文引用: 1]

Neuroimaging studies in humans have shown that different working memory (WM) tasks recruit a common bilateral fronto-parietal cortical network. Animal studies as well as neuroimaging studies in humans have suggested that this network, in particular the prefrontal cortex, is preferentially recruited when material from different domains (e.g. spatial information or verbal/object information) has to be memorized. Early imaging studies have suggested qualitative dissociations in the prefrontal cortex for spatial and object/verbal WM, either in a left-right or a ventral-dorsal dimension. However, results from different studies are inconsistent. Moreover, recent fMRI studies have failed to find evidence for domain dependent dissociations of WM-related activity in prefrontal cortex. Here we present evidence from two independent fMRI studies using physically identical stimuli in a verbal and spatial WM task showing that domain dominance for WM does indeed exist, although only in the form of quantitative differences in activation and not in the form of a dissociation with different prefrontal regions showing mutually exclusive activation in different domains. Our results support a mixed dimension model of domain dominance for WM within the prefrontal cortex, with left ventral prefrontal cortex (PFC) supporting preferentially verbal WM and right dorsal PFC supporting preferentially spatial WM. The concept of domain dominance is discussed in the light of recent theories of prefrontal cortex function.

Woodman, G.F . ( 2010).

A brief introduction to the use of event-related potentials in studies of perception and attention

Attention, Perception, & Psychophysics, 72( 8), 2031-2046.

DOI:10.3758/APP.72.8.2031      URL     PMID:3816929      [本文引用: 1]

Because of the precise temporal resolution of electrophysiological recordings, the event-related potential (ERP) technique has proven particularly valuable for testing theories of perception and attention. Here, I provide a brief tutorial on the ERP technique for consumers of such research and those considering the use of human electrophysiology in their own work. My discussion begins with the basics regarding what brain activity ERPs measure and why they are well suited to reveal critical aspects of perceptual processing, attentional selection, and cognition, which are unobservable with behavioral methods alone. I then review a number of important methodological issues and often-forgotten facts that should be considered when evaluating or planning ERP experiments.

Woodman G. F., Arita J. T., & Luck S. J . ( 2009).

A cuing study of the N2pc component: An index of attentional deployment to objects rather than spatial locations

Brain Research,1297, 101-111.

DOI:10.1016/j.brainres.2009.08.011      URL     PMID:2758329      [本文引用: 1]

Symbolic visual cues indicating the location of an upcoming target are believed to invoke endogenous shifts of attention to cued locations. In the present study, we investigated how visual attention is shifted during such cuing paradigms by recording event-related potentials (ERPs). We focused on a component known to index lateralized shifts of perceptual attention during visual search tasks, known as the N2pc component. The ERP data show that attention was shifted to a cued location in anticipation of a target shape when the location is marked by a placeholder object (Experiments 1 and 2). However, when the possible locations were not marked by placeholder objects, we found no evidence for an anticipatory shift of attention to the cued location (Experiment 3). These findings indicate that the perceptual attention mechanism indexed by the N2pc is deployed to objects and not simply locations in space devoid of object structure.

Woodman, G.F., &Luck S.J . ( 2003).

Serial deployment of attention during visual search

Journal of Experimental Psychology: Human Perception and Performance, 29( 1), 121-138.

DOI:10.1037/0096-1523.29.1.121      URL     PMID:12669752      [本文引用: 1]

This study examined whether objects are attended in serial or in parallel during a demanding visual search task. A component of the event-related potential waveform, the N2pc wave, was used as a continuous measure of the allocation of attention to possible targets in the search arrays. Experiment 1 demonstrated that the relative allocation of attention shifts rapidly, favoring one item and then another. In Experiment 2, a paradigm was used that made it possible to track the absolute allocation of attention to individual items. This experiment showed that attention was allocated to one object for 100-150 ms before attention began to be allocated to the next object. These findings support models of attention that posit serial processing in demanding visual search tasks.

Wu Y. J., Tseng P., Chang C. F., Pai M. C., Hsu K. S., Lin C. C., & Juan C. H . ( 2014).

Modulating the interference effect on spatial working memory by applying transcranial direct current stimulation over the right dorsolateral prefrontal cortex

Brain and Cognition, 91, 87-94.

DOI:10.1016/j.bandc.2014.09.002      URL     PMID:25265321      [本文引用: 3]

Spatial working memory (SWM) is the ability to temporarily store and manipulate spatial information. It has a limited capacity and is quite vulnerable to interference. Dorsolateral prefrontal cortex (DLPFC) has been shown to be a part of the SWM network but its specific functional role still remains unknown. Here we applied transcranial direct current stimulation (tDCS), a noninvasive brain stimulation technique that provides polarity-specific stimulation over the targeted region, to investigate the specific role of the right DLPFC in resolving interference in SWM. A forward- and backward-recall computerized Corsi Block Tapping task (CBT), both with and without a concurrent motor interference task (the modified Luria manual sequencing task) was used to measure SWM capacity and reaction time. The results showed that motor interference impeded accuracy and prolonged reaction time in forward and backward recall for SWM. Anodal tDCS over right DLPFC yielded the tendency to shorten participants’ reaction time in the conditions with interference (forward with interference, and backward with interference). Most importantly, anodal tDCS significantly improved participants’ SWM span when cognitive demand was the highest (the “backward-recall with motor interference” condition). These results suggest that (1) the right DLPFC plays a crucial role in dealing with the cross-domain motor interference for spatial working memory and (2) the anodal tDCS over right DLPFC improved SWM capacity particularly when task difficulty demands more complex mental manipulations that could be due to the facilitatory effect of anodal tDCS which enhanced the DLPFC function within central executive system at the top-down attentional level.

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