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Liao X, Li X, Ni C. Does lexical category matter in effects of emotionality on L2 word processing in late proficient Chinese-English bilinguals? An ERP study. Cogn Process 2025; 26:371-387. [PMID: 39676144 DOI: 10.1007/s10339-024-01252-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Accepted: 12/04/2024] [Indexed: 12/17/2024]
Abstract
Although the effects of emotionality on word processing might be modulated by lexical category, a body of extant literature has tended to obviate the need of considering this factor. In this study, we attempted to address how lexical category modulates the effects of emotionality on L2 word processing. To this end, event-related potentials (ERPs) were recorded from a group of late proficient Chinese-English bilinguals while they performed a lexical decision task with a set of tightly matched negative, positive, and neutral words across three lexical categories (nouns, verbs, adjectives). The results revealed a P2 effect, an N400 effect, as well as an LPC effect for word emotionality. Moreover, an interaction between word emotionality and lexical category occurred within the N400 and LPC time windows over fronto-central electrodes, reflecting that the N400 displayed a smaller amplitude for positive nouns and verbs than for their neutral counterparts, as well as for negative as opposed to neutral adjectives, and that the LPC showed a larger amplitude for positive relative to neutral nouns, as well as for positive and negative adjectives than for their neutral counterparts. These results provide initial electrophysiological evidence for the modulation of lexical category to the emotionality effects on L2 word processing at the different stages and highlight the importance of lexical category in research on L2 emotional word processing.
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Affiliation(s)
- Xiaogen Liao
- College of Liberal Arts, Nanjing University of Information Science and Technology, Nanjing, Jiangsu, China
| | - Xueni Li
- School of Foreign Languages and Cultures, Nanjing Normal University, Nanjing, Jiangsu, China
| | - Chuanbin Ni
- School of Foreign Languages and Cultures, Nanjing Normal University, Nanjing, Jiangsu, China.
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2
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Grzybowski SJ, Wyczesany M. Hemispheric engagement during the processing of affective adjectives-an ERP divided visual field study. Laterality 2024; 29:223-245. [PMID: 38507594 DOI: 10.1080/1357650x.2024.2331278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2023] [Accepted: 03/11/2024] [Indexed: 03/22/2024]
Abstract
The study looked into the hemispheres' involvement in emotional word encoding. It combined brain activity measures (ERPs) with behavioural data during the affective categorization task in the divided visual field presentation paradigm. Forty healthy right-handed student volunteers took part in the study, in which they viewed and evaluated 33 positive and 33 negative emotional adjectives presented to either the left or right visual field. We observed a marginally significant effect on the earlier time window (220-250 ms, the P2 component) with higher mean amplitudes evoked to the words presented to the right hemisphere, and then a strong effect on the 340-400 ms (the P3) with a reversed pattern (higher amplitudes for words presented to the left hemisphere). The latter effect was also visible in the error rates and RTs, with better overall performance for adjectives presented to the left hemisphere. There was also an effect on behavioural data of positive words only (higher error rates, shorter RTs). Thus, the study showed a particular "progression" pattern of hemispheric engagement: dependence of the initial stages of affective lexico-semantic processing on the right hemisphere, replaced by the left-hemispheric dominance for content evaluation and response programming stages.
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Affiliation(s)
- Szczepan J Grzybowski
- Institute of Applied Psychology, Faculty of Management and Social Communication, Jagiellonian University, Kraków, Poland
| | - Miroslaw Wyczesany
- Institute of Psychology, Faculty of Philosophy, Jagiellonian University, Kraków, Poland
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3
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Bortolotti A, Padulo C, Conte N, Fairfield B, Palumbo R. Colored valence in a lexical decision task. Acta Psychol (Amst) 2024; 244:104172. [PMID: 38324933 DOI: 10.1016/j.actpsy.2024.104172] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 01/31/2024] [Accepted: 02/01/2024] [Indexed: 02/09/2024] Open
Abstract
Color influences behavior, from the simplest to the most complex, through controlled and more automatic information elaboration processes. Nonetheless, little is known about how and when these highly interconnected processes interact. This study investigates the interaction between controlled and automatic processes during the processing of color information in a lexical decision task. Participants discriminated stimuli presented in different colors (red, blue, green) as words or pseudowords. Results showed that while color did not affect the faster and more accurate recognition of words compared to pseudowords, performance was influenced when examining words and pseudowords separately. Pseudowords were recognized faster when presented in blue or red, suggesting a potential influence of evolutionary color preferences when processing is not guided by more controlled processes. With words, emotional enhancement effects were found, with a preference for green independent of valence. These results suggest that controlled and more automatic processes do interact when processing color information according to stimulus type and task.
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Affiliation(s)
| | - Caterina Padulo
- Department of Humanities University of Naples "Federico II", Italy.
| | - Nadia Conte
- Department of Psychological, Health and Territorial Sciences University of Chieti, Italy.
| | - Beth Fairfield
- Department of Humanities University of Naples "Federico II", Italy.
| | - Riccardo Palumbo
- Department of Neuroscience e Imaging University of Chieti, Italy.
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4
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Schwen Blackett D, Borod JC, Speer SR, Pan X, Harnish SM. The effects of emotional stimuli on Word retrieval in people with aphasia. Neuropsychologia 2024; 192:108734. [PMID: 37952713 PMCID: PMC10833091 DOI: 10.1016/j.neuropsychologia.2023.108734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 10/07/2023] [Accepted: 11/08/2023] [Indexed: 11/14/2023]
Abstract
PURPOSE Prior studies have shown that people with aphasia (PWA) have demonstrated superior language performance for emotional compared to nonemotional stimuli on a range of tasks, including auditory comprehension, verbal pragmatics, repetition, reading, and writing. However, studies on word retrieval, specifically, have suggested a possible interference effect of emotion on naming. The purpose of this study was to examine the effect of the emotional valence of stimuli on word retrieval in a series of naming tasks in PWA. METHOD Thirteen PWA and 13 neurotypical controls participated in four single-word naming tasks, including 1) object picture naming, 2) action picture naming, 3) category-member generation, and 4) verb generation. Each task included three valence sets of positively-, negatively-, and neutrally-rated pictures or words, which were obtained from the standardized International Affective Picture System (Lang et al., 2008) and the Affective Norms for Emotional Words (Bradley and Lang, 1999) databases. Accuracy and reaction time (RT) were measured and compared across groups, tasks, and valence sets. RESULTS Emotional stimuli, especially negative stimuli, resulted in worse naming performance, as measured by accuracy and RT, compared to nonemotional stimuli in PWA and neurotypical controls. This effect was relatively robust across the four naming tasks. In most cases, negative stimuli resulted in lower accuracy and slower RT than positive stimuli. CONCLUSIONS These findings suggest that stimulus valence may interfere with word retrieval for PWA and neurotypical adults and that this effect is robust across different types of naming tasks that vary by word class (nouns versus verbs) and stimulus type (pictures versus words). Negative stimuli resulted in worse naming performance than positive stimuli. These results suggest that emotionality of stimuli is an important variable to consider in word retrieval research.
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Affiliation(s)
- Deena Schwen Blackett
- Department of Speech and Hearing Science, College of Arts & Sciences, The Ohio State University, 110 Pressey Hall, 1070 Carmack Road, Columbus, OH, 43210, USA.
| | - Joan C Borod
- Department of Psychology, Queens College of the City University of New York, 65-30 Kissena Blvd, Flushing, NY, 11367, USA.
| | - Shari R Speer
- Department of Linguistics, College of Arts & Sciences, The Ohio State University, Oxley Hall, 1712 Neil Ave, Columbus, OH, 43210, USA.
| | - Xueliang Pan
- Center for Biostatistics, Department of Biomedical Informatics, The Ohio State University, 310-H Lincoln Tower, 1800 Cannon Drive, Columbus, OH, 43210, USA.
| | - Stacy M Harnish
- Department of Speech and Hearing Science, College of Arts & Sciences, The Ohio State University, 110 Pressey Hall, 1070 Carmack Road, Columbus, OH, 43210, USA.
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5
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Liu P, Tan JXY. Incremental validity of ERP correlates of self-referential processing in predicting emerging depressive symptoms in late childhood: Evidence from a community-dwelling sample. Psychophysiology 2023; 60:e14382. [PMID: 37392027 DOI: 10.1111/psyp.14382] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 05/18/2023] [Accepted: 06/21/2023] [Indexed: 07/02/2023]
Abstract
Depressogenic self-referential processing (e.g., self-schemas reflecting shallower processing of positive, and deeper processing of negative, self-descriptive words) is an established cognitive vulnerability to depression. Alterations of event-related potentials (ERPs) during self-referential processing have been observed in adolescents with depression risk or clinical depression. However, no study has examined ERPs associated with self-referential processing in typical-risk youth with emerging depressive symptoms during late childhood, a high-risk period for depression. It is also unclear to what extent ERPs provide incremental validity in predicting symptoms beyond performance on self-referential processing tasks. Sixty-five community-dwelling children (38 girls; mean age/SD = 11.02/1.59 years) completed a self-referent encoding task (SRET) with EEG recorded. Children showed a larger P2 and a larger late positive potential (LPP) in response to positive SRET stimuli versus negative stimuli. Hierarchical regression showed that in the positive condition only, including ERP correlates (P1, P2, LPP) and interactions between the ERPs and positive SRET score increased the explained variation in depressive symptoms beyond behavioral SRET performance. The LPP in response to positive words was associated with lower depressive symptoms. The P1 and P2 in response to positive words interacted with positive SRET score, such that the association between positive SRET score and symptoms was significant in children with greater P1 but smaller P2. We provide novel evidence supporting the incremental validity of ERPs beyond behavioral makers in predicting emerging depressive symptoms in children. Our findings also highlight the moderating role of ERP activity in strengthening the association between behavioral markers of self-schemas and depressive outcomes.
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Affiliation(s)
- Pan Liu
- Department of Psychology, Center for Visual and Cognitive Neuroscience, North Dakota State University, Fargo, North Dakota, USA
| | - Jaron X Y Tan
- Department of Psychology, Center for Visual and Cognitive Neuroscience, North Dakota State University, Fargo, North Dakota, USA
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6
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Imbir K, Pastwa M, Walkowiak M. The Role of the Valence, Arousing Properties and Subjective Significance of Subliminally Presented Words in Affective Priming. JOURNAL OF PSYCHOLINGUISTIC RESEARCH 2023; 52:33-56. [PMID: 34628565 PMCID: PMC10030452 DOI: 10.1007/s10936-021-09815-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 09/21/2021] [Indexed: 06/13/2023]
Abstract
In the verbal affective priming paradigm, the properties of a subliminally presented stimulus alter the interpretation of neutral target stimulus. In the experiment reported here, we tested the role of four factors (valence, origin, arousing properties and subjective significance) that determine the emotional reactions to words in affective priming. Subliminal masked presentation of words preceded the explicit task, which was assessment of neutral Quick Response code (QR code) stimuli. The QRs were codes for words representing personality traits. The results showed the effect of assimilation (negative words caused a negative interpretation, positive caused a positive interpretation) for words' emotional valence and no effects for origin. Concerning arousal, we found a weak negative trend. In the case of subjective significance, a moderate positive trend was found. These results suggest that affective priming effects are susceptible not only to the valence of priming stimuli but also to activation factors.
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Affiliation(s)
- Kamil Imbir
- Faculty of Psychology, University of Warsaw, 5/7 Stawki St., 00-183, Warsaw, Poland.
| | - Maciej Pastwa
- Faculty of Psychology, University of Warsaw, 5/7 Stawki St., 00-183, Warsaw, Poland
| | - Magdalena Walkowiak
- Faculty of Psychology, University of Warsaw, 5/7 Stawki St., 00-183, Warsaw, Poland
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7
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Duda-Goławska J, Imbir KK, Żygierewicz J. ERP Analysis Using a Multi-Channel Matching Pursuit Algorithm. Neuroinformatics 2022; 20:827-862. [PMID: 35286575 DOI: 10.1007/s12021-022-09575-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/11/2022] [Indexed: 12/31/2022]
Abstract
In this study, we propose a new algorithm for analysing event-related components observed in EEG signals in psychological experiments. We investigate its capabilities and limitations. The algorithm is based on multivariate matching pursuit and clustering. It is aimed to find patterns in EEG signals which are similar across different experimental conditions, but it allows for variations in amplitude and slight variability in topography. The method proved to yield expected results in numerical simulations. For the real data coming from an emotional categorisation task experiment, we obtained two indications. First, the method can be used as a specific filter that reduces the variability of components, as defined classically, within each experimental condition. Second, equivalent dipoles fitted to items of the activity clusters identified by the algorithm localise in compact brain areas related to the task performed by the subjects across experimental conditions. Thus this activity may be studied as candidates for hypothetical latent components. The proposed algorithm is a promising new tool in ERP studies, which deserves further experimental evaluations.
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Affiliation(s)
- Joanna Duda-Goławska
- Faculty of Physics, University of Warsaw, L. Pasteura 5 Street, Warsaw, 02-093, Poland.
| | - Kamil K Imbir
- Faculty of Psychology, University of Warsaw, Stawki 5/7 Street, Warsaw, 10-587, Poland
| | - Jarosław Żygierewicz
- Faculty of Physics, University of Warsaw, L. Pasteura 5 Street, Warsaw, 02-093, Poland
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8
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Röders D, Klepp A, Schnitzler A, Biermann-Ruben K, Niccolai V. Induced and Evoked Brain Activation Related to the Processing of Onomatopoetic Verbs. Brain Sci 2022; 12:brainsci12040481. [PMID: 35448012 PMCID: PMC9029984 DOI: 10.3390/brainsci12040481] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/16/2022] [Accepted: 03/31/2022] [Indexed: 02/01/2023] Open
Abstract
Grounded cognition theory postulates that cognitive processes related to motor or sensory content are processed by brain networks involved in motor execution and perception, respectively. Processing words with auditory features was shown to activate the auditory cortex. Our study aimed at determining whether onomatopoetic verbs (e.g., “tröpfeln”—to dripple), whose articulation reproduces the sound of respective actions, engage the auditory cortex more than non-onomatopoetic verbs. Alpha and beta brain frequencies as well as evoked-related fields (ERFs) were targeted as potential neurophysiological correlates of this linguistic auditory quality. Twenty participants were measured with magnetoencephalography (MEG) while semantically processing visually presented onomatopoetic and non-onomatopoetic German verbs. While a descriptively stronger left temporal alpha desynchronization for onomatopoetic verbs did not reach statistical significance, a larger ERF for onomatopoetic verbs emerged at about 240 ms in the centro-parietal area. Findings suggest increased cortical activation related to onomatopoeias in linguistically relevant areas.
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Affiliation(s)
- Dorian Röders
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University, 40225 Duesseldorf, Germany; (A.K.); (A.S.); (K.B.-R.); (V.N.)
- Neural Basis of Learning Lab, Institute for Cognitive Neuroscience, Faculty of Psychology, Ruhr University, 44801 Bochum, Germany
- Correspondence:
| | - Anne Klepp
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University, 40225 Duesseldorf, Germany; (A.K.); (A.S.); (K.B.-R.); (V.N.)
| | - Alfons Schnitzler
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University, 40225 Duesseldorf, Germany; (A.K.); (A.S.); (K.B.-R.); (V.N.)
| | - Katja Biermann-Ruben
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University, 40225 Duesseldorf, Germany; (A.K.); (A.S.); (K.B.-R.); (V.N.)
| | - Valentina Niccolai
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University, 40225 Duesseldorf, Germany; (A.K.); (A.S.); (K.B.-R.); (V.N.)
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9
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Exploring brain activity for positive and negative emotions by means of EEG microstates. Sci Rep 2022; 12:3404. [PMID: 35233057 PMCID: PMC8888606 DOI: 10.1038/s41598-022-07403-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Accepted: 02/17/2022] [Indexed: 11/12/2022] Open
Abstract
Microstate analysis applied to electroencephalographic signals (EEG) allows both temporal and spatial imaging exploration and represents the activity across the scalp. Despite its potential usefulness in understanding brain activity during a specific task, it has been mostly exploited at rest. We extracted EEG microstates during the presentation of emotional expressions, presented either unilaterally (a face in one visual hemifield) or bilaterally (two faces, one in each hemifield). Results revealed four specific microstate’s topographies: (i) M1 involves the temporal areas, mainly in the right hemisphere, with a higher occurrence for stimuli presented in the left than in the right visual field; (ii) M2 is localized in the left temporal cortex, with higher occurrence and coverage for unilateral than bilateral presentations; (iii) M3, with a bilateral temporo-parietal localization, shows higher coverage for bilateral than unilateral presentation; (iv) M4, mainly localized in the right fronto-parietal areas and possibly representing the hemispheric specialization for the peculiar stimulus category, shows higher occurrence and coverage for unilateral stimuli presented in the left than in the right visual field. These results suggest that microstate analysis is a valid tool to explore the cerebral response to emotions and can add new insights on the cerebral functioning, with respect to other EEG markers.
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10
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Yu R, Chen J, Peng Y, Gu F. Visual event-related potentials reveal the early lexical processing of Chinese characters. Neuropsychologia 2021; 165:108132. [PMID: 34933038 DOI: 10.1016/j.neuropsychologia.2021.108132] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2021] [Revised: 12/16/2021] [Accepted: 12/17/2021] [Indexed: 11/17/2022]
Abstract
Logographic scripts such as Chinese differ markedly from alphabetic scripts. The time-course of the lexical processing of alphabetic words was widely studied by recording event-related potentials (ERPs), and the results indicated that alphabetic words are rapidly and automatically processed. This study investigated whether there is also rapid and automatic lexical processing of Chinese characters by recording ERPs. High-frequency (HF) characters and orthographically similar low-frequency (LF) characters were pseudo-randomly presented to proficient Chinese readers. The color of half of the characters was blue and the color of the other half was black. In the color decision task, participants were asked to determine the color of each character. In the lexical recognition task, participants were asked to report whether s/he knew each character (the LF characters in this study were very rare characters which were usually not recognized by proficient Chinese readers). In both tasks, the N170 elicited by HF characters peaked earlier than the N170 elicited by LF characters in the right parieto-occipital area (PO8), and the ERPs to HF characters diverged from the ERPs to LF characters around 210-222 ms after the stimulus onset. These results reflected the rapid and automatic lexical processing of Chinese characters. Source analysis results suggested that the left and the right occipitotemporal cortices and the right visual cortex were the neural origins of the early lexical processing of Chinese characters, and the peak activation was in the right visual cortex.
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Affiliation(s)
- Ruifeng Yu
- Neurocognitive Laboratory for Linguistics and Semiotics, College of Literature and Journalism, Sichuan University, Chengdu, China
| | - Jingyu Chen
- Neurocognitive Laboratory for Linguistics and Semiotics, College of Literature and Journalism, Sichuan University, Chengdu, China
| | - Yang Peng
- Neurocognitive Laboratory for Linguistics and Semiotics, College of Literature and Journalism, Sichuan University, Chengdu, China
| | - Feng Gu
- Neurocognitive Laboratory for Linguistics and Semiotics, College of Literature and Journalism, Sichuan University, Chengdu, China.
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Niccolai V, Klepp A, Schnitzler A, Biermann-Ruben K. Neurophysiological mechanisms of perspective-taking: An MEG investigation of agency. Soc Neurosci 2021; 16:584-593. [PMID: 34452591 DOI: 10.1080/17470919.2021.1974546] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
According to the embodied cognition framework, sensory and motor areas are recruited during language understanding through simulation processes. Behavioral and imaging findings point to a dependence of the latter on perspective-taking (e.g., first person "I" versus third person "s/he"). The current study aims at identifying possible neurophysiological correlates of perspective in a linguistic context. Twenty healthy participants were measured with magnetoencephalography (MEG) while semantically processing visually presented inflected German verbs in the first- and third-person perspective, simple present tense. Results show that the first-person perspective induces stronger beta (15-25 Hz) desynchronization in the right-hemispheric posterior superior temporal sulcus, ventral posterior cingulate gyrus, and V5/MT+ area; no modulation of sensorimotor cortex emerged. Moreover, a stronger event-related field (ERF) was observed for the first-person perspective at about 150 ms after pronoun-verb onset, originating in occipital and moving to central and left temporal cortical sites. No effect of perspective on sensory gating was found when targeting the N1 component related to tones following the linguistic stimuli. Results indicate an effect of linguistic perspective-taking on brain activation patterns. The contribution of the single brain areas and their role in self-other distinction is further discussed.
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Affiliation(s)
- Valentina Niccolai
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University, Duesseldorf, Germany
| | - Anne Klepp
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University, Duesseldorf, Germany
| | - Alfons Schnitzler
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University, Duesseldorf, Germany
| | - Katja Biermann-Ruben
- Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich-Heine University, Duesseldorf, Germany
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12
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The impact of emotional content on pseudoword recognition. PSYCHOLOGICAL RESEARCH 2020; 85:2980-2996. [PMID: 33337511 PMCID: PMC8476368 DOI: 10.1007/s00426-020-01454-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2020] [Accepted: 11/24/2020] [Indexed: 11/06/2022]
Abstract
The present study investigates the influence of emotional information on language processing. To this aim, we measured behavioral responses and event-related brain potentials (ERPs) during four Italian lexical decision experiments in which we used emotionally intense and neutral pseudowords—i.e., pseudowords derived from changing one letter in a word (e.g., cammelto, derived from cammello ‘camel’ vs. copezzolo, from capezzolo ‘nipple’)—as stimuli. In Experiment 1 and 2, half of the pseudowords were emotionally intense and half were neutral, and were mixed with neutral words. In Experiment 3, the list composition was manipulated, with ¼ of the pseudowords being derived from emotionally intense words and ¾ derived from neutral words. Experiment 4 was identical to Experiment 1, but ERPs were recorded. Emotionally intense pseudowords were categorized more slowly than neutral pseudowords, with the difference emerging both in the mean and at the leading edge of the response times distribution. Moreover, emotionally intense pseudowords elicited smaller N170 and N400 than neutral pseudowords. These results speak in favor of a fast and multi-level infiltration of the emotional information into the linguistic process of word recognition.
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13
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Charpentier J, Latinus M, Andersson F, Saby A, Cottier JP, Bonnet-Brilhault F, Houy-Durand E, Gomot M. Brain correlates of emotional prosodic change detection in autism spectrum disorder. NEUROIMAGE-CLINICAL 2020; 28:102512. [PMID: 33395999 PMCID: PMC8481911 DOI: 10.1016/j.nicl.2020.102512] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Revised: 11/17/2020] [Accepted: 11/20/2020] [Indexed: 11/30/2022]
Abstract
We used an oddball paradigm with vocal stimuli to record hemodynamic responses. Brain processing of vocal change relies on STG, insula and lingual area. Activity of the change processing network can be modulated by saliency and emotion. Brain processing of vocal deviancy/novelty appears typical in adults with autism.
Autism Spectrum Disorder (ASD) is currently diagnosed by the joint presence of social impairments and restrictive, repetitive patterns of behaviors. While the co-occurrence of these two categories of symptoms is at the core of the pathology, most studies investigated only one dimension to understand underlying physiopathology. In this study, we analyzed brain hemodynamic responses in neurotypical adults (CTRL) and adults with autism spectrum disorder during an oddball paradigm allowing to explore brain responses to vocal changes with different levels of saliency (deviancy or novelty) and different emotional content (neutral, angry). Change detection relies on activation of the supratemporal gyrus and insula and on deactivation of the lingual area. The activity of these brain areas involved in the processing of deviancy with vocal stimuli was modulated by saliency and emotion. No group difference between CTRL and ASD was reported for vocal stimuli processing or for deviancy/novelty processing, regardless of emotional content. Findings highlight that brain processing of voices and of neutral/ emotional vocal changes is typical in adults with ASD. Yet, at the behavioral level, persons with ASD still experience difficulties with those cues. This might indicate impairments at latter processing stages or simply show that alterations present in childhood might have repercussions at adult age.
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Affiliation(s)
| | | | | | - Agathe Saby
- Centre universitaire de pédopsychiatrie, CHRU de Tours, Tours, France
| | | | | | - Emmanuelle Houy-Durand
- UMR 1253 iBrain, Inserm, Université de Tours, Tours, France; Centre universitaire de pédopsychiatrie, CHRU de Tours, Tours, France
| | - Marie Gomot
- UMR 1253 iBrain, Inserm, Université de Tours, Tours, France.
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14
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Shen X, Hu X, Liu S, Song S, Zhang D. Exploring EEG microstates for affective computing: decoding valence and arousal experiences during video watching .. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2020; 2020:841-846. [PMID: 33018116 DOI: 10.1109/embc44109.2020.9175482] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Investigating the electroencephalography (EEG) correlates of human emotional experiences has attracted increasing interest in the field of affective computing. Substantial progress has been made during the past decades, mainly by using EEG features extracted from localized brain activities. The present study explored a brain network-based feature defined by EEG microstates for a possible representation of emotional experiences. A publicly available and widely used benchmarking EEG dataset called DEAP was used, in which 32 participants watched 40 one-minute music videos with their 32channel EEG recorded. Four quasi-stable prototypical microstates were obtained, and their temporal parameters were extracted as features. In random forest regression, the microstate features showed better performances for decoding valence (model fitting mean squared error (MSE) = 3.85±0.28 and 4.07 ± 0.30, respectively, p = 0.022) and comparable performances for decoding arousal (MSE = 3.30±0.30 and 3.41 ±0.31, respectively, p = 0.169), as compared to conventional spectral power features. As microstate features describe neural activities from a global spatiotemporal dynamical perspective, our findings demonstrate a possible new mechanism for understanding human emotion and provide a promising type of EEG feature for affective computing.
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15
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Giraudier M, Ventura-Bort C, Weymar M. Transcutaneous Vagus Nerve Stimulation (tVNS) Improves High-Confidence Recognition Memory but Not Emotional Word Processing. Front Psychol 2020; 11:1276. [PMID: 32733306 PMCID: PMC7363946 DOI: 10.3389/fpsyg.2020.01276] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 05/15/2020] [Indexed: 12/21/2022] Open
Abstract
Previous clinical research found that invasive vagus nerve stimulation (VNS) enhanced word recognition memory in epileptic patients, an effect assumed to be related to the activation of brainstem arousal systems. In this study, we applied non-invasive transcutaneous auricular VNS (tVNS) to replicate and extend the previous work. Using a single-blind, randomized, between-subject design, 60 healthy volunteers received active or sham stimulation during a lexical decision task, in which emotional and neutral stimuli were classified as words or non-words. In a subsequent recognition memory task (1 day after stimulation), participants' memory performance on these words and their subjective memory confidence were tested. Salivary alpha-amylase (sAA) levels, a putative indirect measure of central noradrenergic activation, were also measured before and after stimulation. During encoding, pleasant words were more accurately detected than neutral and unpleasant words. However, no tVNS effects were observed on task performance or on overall sAA level changes. tVNS also did not modulate overall recognition memory, which was particularly enhanced for pleasant emotional words. However, when hit rates were split based on confidence ratings reflecting familiarity- and recollection-based memory, higher recollection-based memory performance (irrespective of emotional category) was observed during active stimulation than during sham stimulation. To summarize, we replicated prior findings of enhanced processing and memory for emotional (pleasant) words. Whereas tVNS showed no effects on word processing, subtle effects on recollection-based memory performance emerged, which may indicate that tVNS facilitates hippocampus-mediated consolidation processes.
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Affiliation(s)
- Manon Giraudier
- Department of Biological Psychology and Affective Science, University of Potsdam, Potsdam, Germany
| | - Carlos Ventura-Bort
- Department of Biological Psychology and Affective Science, University of Potsdam, Potsdam, Germany
| | - Mathias Weymar
- Department of Biological Psychology and Affective Science, University of Potsdam, Potsdam, Germany
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16
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Brady WJ, Crockett MJ, Van Bavel JJ. The MAD Model of Moral Contagion: The Role of Motivation, Attention, and Design in the Spread of Moralized Content Online. PERSPECTIVES ON PSYCHOLOGICAL SCIENCE 2020; 15:978-1010. [DOI: 10.1177/1745691620917336] [Citation(s) in RCA: 81] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
With more than 3 billion users, online social networks represent an important venue for moral and political discourse and have been used to organize political revolutions, influence elections, and raise awareness of social issues. These examples rely on a common process to be effective: the ability to engage users and spread moralized content through online networks. Here, we review evidence that expressions of moral emotion play an important role in the spread of moralized content (a phenomenon we call moral contagion). Next, we propose a psychological model called the motivation, attention, and design (MAD) model to explain moral contagion. The MAD model posits that people have group-identity-based motivations to share moral-emotional content, that such content is especially likely to capture our attention, and that the design of social-media platforms amplifies our natural motivational and cognitive tendencies to spread such content. We review each component of the model (as well as interactions between components) and raise several novel, testable hypotheses that can spark progress on the scientific investigation of civic engagement and activism, political polarization, propaganda and disinformation, and other moralized behaviors in the digital age.
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Affiliation(s)
| | | | - Jay J. Van Bavel
- Department of Psychology, New York University
- Center for Neural Science, New York University
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17
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Spatiotemporal pattern of appraising social and emotional relevance: Evidence from event-related brain potentials. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2019; 18:1172-1187. [PMID: 30132268 PMCID: PMC6244740 DOI: 10.3758/s13415-018-0629-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Social information is particularly relevant for the human species because of its direct link to guiding physiological responses and behavior. Accordingly, extant functional magnetic resonance imaging (fMRI) data suggest that social content may form a unique stimulus dimension. It remains largely unknown, however, how neural activity underlying social (versus nonsocial) information processing temporally unfolds, and how such social information appraisal may interact with the processing of other stimulus characteristics, particularly emotional meaning. Here, we presented complex visual scenes differing in both social (vs. nonsocial) and emotional relevance (positive, negative, neutral) intermixed with scrambled versions of these pictures to N = 24 healthy young adults. Event-related brain potentials (ERPs) to intact pictures were examined for gaining insight to the dynamics of appraisal of both dimensions, implemented within the brain. Our main finding is an early interaction between social and emotional relevance due to enhanced amplitudes of early ERP components to emotionally positive and neutral pictures of social compared to nonsocial content, presumably reflecting rapid allocation of attention and counteracting an overall negativity bias. Importantly, our ERP data show high similarity with previously observed fMRI data using the same stimuli, and source estimations located the ERP effects in overlapping occipitotemporal brain areas. Our novel data suggest that relevance detection may occur already as early as around 100 ms after stimulus onset and may combine relevance checks not only examining intrinsic pleasantness/emotional valence but also social content as a unique, highly relevant stimulus dimension.
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18
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Seib-Pfeifer LE, Gibbons H. Independent ERP predictors of affective priming underline the importance of depth of prime and target processing and implicit affect misattribution. Brain Cogn 2019; 136:103595. [PMID: 31450044 DOI: 10.1016/j.bandc.2019.103595] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Revised: 07/25/2019] [Accepted: 08/14/2019] [Indexed: 10/26/2022]
Abstract
We used event-related potentials (ERPs) to investigate the mental processes that contribute to affective priming (AP), a systematic shift of evaluative judgments about neutral targets toward the valence of preceding primes. 64 participants rated their liking of a priori neutral ideographs preceded by 800-ms emotional primewords, while 64-channel EEG was recorded. We observed a significant AP effect that was closely associated with prime valence dependent variations of the right central-to-parieto-occipital positive slow wave (PSW) amplitude in the target ERP, providing evidence for implicit affect misattribution as one source of the effect. While deeper target processing mirrored in valence unspecific central-to-parieto-occipital target PSW amplitude was negatively associated with AP, deeper prime processing indicated by valence unspecific central-to-parieto-occipital prime PSW amplitude was positively related to AP. These depth of processing effects underline the importance of strategic processes in AP. In a stepwise linear regression analysis, the prime valence effect on right central-to-parieto-occipital target PSW indicating affect misattribution and the two valence-unspecific ERP indices of processing depth (central-to-parieto-occipital prime- and target PSW) were independent predictors of the size of the AP effect. Together they accounted for 60% of the variance. Furthermore, an explorative analysis provided first evidence for the relevance of early discrimination of prime valence for AP.
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Affiliation(s)
| | - Henning Gibbons
- Department of Psychology, University of Bonn, Kaiser-Karl-Ring 9, D-53111 Bonn, Germany.
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19
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Roesmann K, Dellert T, Junghoefer M, Kissler J, Zwitserlood P, Zwanzger P, Dobel C. The causal role of prefrontal hemispheric asymmetry in valence processing of words – Insights from a combined cTBS-MEG study. Neuroimage 2019; 191:367-379. [DOI: 10.1016/j.neuroimage.2019.01.057] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2018] [Revised: 01/18/2019] [Accepted: 01/21/2019] [Indexed: 10/27/2022] Open
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20
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Schindler S, Vormbrock R, Kissler J. Emotion in Context: How Sender Predictability and Identity Affect Processing of Words as Imminent Personality Feedback. Front Psychol 2019; 10:94. [PMID: 30774611 PMCID: PMC6367230 DOI: 10.3389/fpsyg.2019.00094] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2018] [Accepted: 01/14/2019] [Indexed: 12/03/2022] Open
Abstract
Recent findings suggest that communicative context affects the timing and magnitude of emotion effects in word processing. In particular, social attributions seem to be one important source of plasticity for the processing of affectively charged language. Here, we investigate the timing and magnitude of ERP responses toward positive, neutral, and negative trait adjectives during the anticipation of putative socio-evaluative feedback from different senders (human and computer) varying in predictability. In the first experiment, during word presentation participants could not anticipate whether a human or a randomly acting computer sender was about to give feedback. Here, a main effect of emotion was observed only on the late positive potential (LPP), showing larger amplitudes for positive compared to neutral adjectives. In the second study the same stimuli and set-up were used, but a block-wise presentation was realized, resulting in fixed and fully predictable sender identity. Feedback was supposedly given by an expert (psychotherapist), a layperson (unknown human), and again by a randomly acting computer. Main effects of emotion started with an increased P1 for negative adjectives, followed by effects at the N1 and early posterior negativity (EPN), showing both largest amplitudes for positive words, as well as for the LPP, where positive and negative words elicited larger amplitudes than neutral words. An interaction revealed that emotional LPP modulations occurred only for a human sender. Finally, regardless of content, anticipating human feedback led to larger P1 and P3 components, being highest for the putative expert. These findings demonstrate the malleability of emotional language processing by social contexts. When clear predictions can be made, our brains rapidly differentiate between emotional and neutral information, as well as between different senders. Attributed human presence affects emotional language processing already during feedback anticipation, in line with a selective gating of attentional resources via anticipatory social significance attributions. By contrast, emotion effects occur much later, when crucial social context information is still missing. These findings demonstrate the context-dependence of emotion effects in word processing and are particularly relevant since virtual communication with unknown senders, whose identity is inferred rather than perceived, has become reality for millions of people.
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Affiliation(s)
- Sebastian Schindler
- Department of Psychology, Bielefeld University, Bielefeld, Germany.,Department of Psychology, Institute for Medical Psychology and Systems Neuroscience, University of Münster, Münster, Germany.,Center of Excellence Cognitive Interaction Technology, Bielefeld University, Bielefeld, Germany
| | - Ria Vormbrock
- Department of Psychology, Bielefeld University, Bielefeld, Germany
| | - Johanna Kissler
- Department of Psychology, Bielefeld University, Bielefeld, Germany.,Center of Excellence Cognitive Interaction Technology, Bielefeld University, Bielefeld, Germany
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21
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Imbir KK, Bernatowicz G, Duda-Goławska J, Żygierewicz J. The role of activation charge in an emotional categorisation task for words: insight from the perspective of a dual process theory of the activation mechanisms. JOURNAL OF COGNITIVE PSYCHOLOGY 2018. [DOI: 10.1080/20445911.2018.1499658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Affiliation(s)
- Kamil K. Imbir
- Faculty of Psychology, University of Warsaw, Warsaw, Poland
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22
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Zhao W, Chen L, Zhou C, Luo W. Neural Correlates of Emotion Processing in Word Detection Task. Front Psychol 2018; 9:832. [PMID: 29887824 PMCID: PMC5982209 DOI: 10.3389/fpsyg.2018.00832] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Accepted: 05/08/2018] [Indexed: 11/13/2022] Open
Abstract
In our previous study, we have proposed a three-stage model of emotion processing; in the current study, we investigated whether the ERP component may be different when the emotional content of stimuli is task-irrelevant. In this study, a dual-target rapid serial visual presentation (RSVP) task was used to investigate how the emotional content of words modulates the time course of neural dynamics. Participants performed the task in which affectively positive, negative, and neutral adjectives were rapidly presented while event-related potentials (ERPs) were recorded from 18 undergraduates. The N170 component was enhanced for negative words relative to positive and neutral words. This indicates that automatic processing of negative information occurred at an early perceptual processing stage. In addition, later brain potentials such as the late positive potential (LPP) were only enhanced for positive words in the 480-580-ms post-stimulus window, while a relatively large amplitude signal was elicited by positive and negative words between 580 and 680 ms. These results indicate that different types of emotional content are processed distinctly at different time windows of the LPP, which is in contrast with the results of studies on task-relevant emotional processing. More generally, these findings suggest that a negativity bias to negative words remains to be found in emotion-irrelevant tasks, and that the LPP component reflects dynamic separation of emotion valence.
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Affiliation(s)
- Wenshuang Zhao
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian, China
| | - Liang Chen
- School of Psychology, Southwest University, Chongqing, China
| | - Chunxia Zhou
- Chongqing College of Electronic Engineering, Chongqing, China
| | - Wenbo Luo
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian, China
- Laboratory of Emotion and Mental Health, Chongqing University of Arts and Sciences, Chongqing, China
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23
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Klumpp H, Shankman SA. Using Event-Related Potentials and Startle to Evaluate Time Course in Anxiety and Depression. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2018; 3:10-18. [PMID: 29397073 DOI: 10.1016/j.bpsc.2017.09.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 09/01/2017] [Accepted: 09/03/2017] [Indexed: 12/31/2022]
Abstract
The National Institute of Mental Health's Research Domain Criteria initiative is a research framework designed toward understanding psychopathology as abnormalities of dimensional neurobehavioral constructs rather than in terms of DSM-defined categories. Research Domain Criteria constructs within the negative valence domain are particularly relevant for understanding anxiety and depressive disorders, which are pervasive, debilitating, and characterized by negative processing bias. One important direction for Research Domain Criteria research is investigating processes and parameters related to the time course (or chronometry) of negative valenced constructs. Two reliable methods for assessing chronometry are event-related potentials (ERPs) and startle blink. In this qualitative review, we examine ERP and startle studies of individuals with anxiety or depression or individuals vulnerable to affective disorders. The aim of the review is to highlight how these methods can inform the role of chronometry in the spectrum of anxiety and depression. ERP studies examining different chronometry facets of negative valenced responses have shown that transdiagnostic groups of individuals with internalizing psychopathologies exhibit abnormalities at early stages of processing. Startle reactivity studies have robustly differentiated fear-based disorders (e.g., panic disorder, social phobia) from other anxiety disorders (e.g., generalized anxiety disorder) and have also shown that different internalizing phenotypes exhibit different patterns of habituation. Findings lend support to the value of ERP and startle measures in identifying groups that cut across conventional classification systems. We also highlight methodological issues that can aid in the validity and reproducibility of ERP and startle findings and, ultimately, in the goal of developing more precise models of anxiety and depression.
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Affiliation(s)
- Heide Klumpp
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois; Department of Psychology, University of Illinois at Chicago, Chicago, Illinois
| | - Stewart A Shankman
- Department of Psychiatry, University of Illinois at Chicago, Chicago, Illinois; Department of Psychology, University of Illinois at Chicago, Chicago, Illinois.
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24
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Cacioppo S, Bolmont M, Monteleone G. Spatio-temporal dynamics of the mirror neuron system during social intentions. Soc Neurosci 2017; 13:718-738. [PMID: 29048247 DOI: 10.1080/17470919.2017.1394911] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Previous research has shown that specific goals and intentions influence a person's allocation of social attention. From a neural viewpoint, a growing body of evidence suggests that the inferior fronto-parietal network, including the mirror neuron system, plays a role in the planning and the understanding of motor intentions. However, it is unclear whether and when the mirror neuron system plays a role in social intentions. Combining a behavioral task with electrical neuroimaging in 22 healthy male participants, the current study investigates whether the temporal brain dynamic of the mirror neuron system differs during two types of social intentions i.e., lust vs. romantic intentions. Our results showed that 62% of the stimuli evoking lustful intentions also evoked romantic intentions, and both intentions were sustained by similar activations of the inferior frontal gyrus and the inferior parietal lobule/angular gyrus for the first 432 ms after stimulus onset. Intentions to not love or not lust, on the other hand, were characterized by earlier differential activations of the inferior fronto-parietal network i.e., as early as 244 ms after stimulus onset. These results suggest that the mirror neuron system may not only code for the motor correlates of intentions, but also for the social meaning of intentions and its valence at both early/automatic and later/more elaborative stages of information processing.
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Affiliation(s)
- Stephanie Cacioppo
- a Department of Psychiatry and Behavioural Neuroscience , University of Chicago Pritzker School of Medicine , Chicago , IL , USA.,b High-Performance Electrical Neuroimaging Laboratory, Center for Cognitive and Social Neuroscience , University of Chicago , Chicago , IL , USA
| | - Mylene Bolmont
- c Department of Psychology , University of Geneva , Geneva , Switzerland
| | - George Monteleone
- b High-Performance Electrical Neuroimaging Laboratory, Center for Cognitive and Social Neuroscience , University of Chicago , Chicago , IL , USA
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25
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Ding R, Li P, Wang W, Luo W. Emotion Processing by ERP Combined with Development and Plasticity. Neural Plast 2017; 2017:5282670. [PMID: 28831313 PMCID: PMC5555003 DOI: 10.1155/2017/5282670] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Accepted: 07/09/2017] [Indexed: 12/17/2022] Open
Abstract
Emotions important for survival and social interaction have received wide and deep investigations. The application of the fMRI technique into emotion processing has obtained overwhelming achievements with respect to the localization of emotion processes. The ERP method, which possesses highly temporal resolution compared to fMRI, can be employed to investigate the time course of emotion processing. The emotional modulation of the ERP component has been verified across numerous researches. Emotions, described as dynamically developing along with the growing age, have the possibility to be enhanced through learning (or training) or to be damaged due to disturbances in growth, which is underlain by the neural plasticity of emotion-relevant nervous systems. And mood disorders with typical symptoms of emotion discordance probably have been caused by the dysfunctional neural plasticity.
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Affiliation(s)
- Rui Ding
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian 116029, China
| | - Ping Li
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian 116029, China
| | - Wei Wang
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian 116029, China
| | - Wenbo Luo
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian 116029, China
- Laboratory of Cognition and Mental Health, Chongqing University of Arts and Sciences, Chongqing 402160, China
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26
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Abstract
Most current models of research on emotion recognize valence (how pleasant a stimulus is) and arousal (the level of activation or intensity that a stimulus elicits) as important components in the classification of affective experiences (Barrett, 1998; Kuppens, Tuerlinckx, Russell, & Barrett, 2012). Here we present a set of norms for valence and arousal for a very large set of Spanish words, including items from a variety of frequencies, semantic categories, and parts of speech, including a subset of conjugated verbs. In this regard, we found that there were significant but very small differences between the ratings for conjugations of the same verb, validating the practice of applying the ratings for infinitives to all derived forms of the verb. Our norms show a high degree of reliability and are strongly correlated with those of Redondo, Fraga, Padrón, and Comesaña's (2007) Spanish version of the influential Affective Norms for English Words (Bradley & Lang, 1999), as well as those from Warriner, Kuperman, and Brysbaert (2013), the largest available set of emotional norms for English words. Additionally, we included measures of word prevalence-that is, the percentage of participants that knew a particular word-for each variable (Keuleers, Stevens, Mandera, & Brysbaert, 2015). Our large set of norms in Spanish not only will facilitate the creation of stimuli and the analysis of texts in that language, but also will be useful for cross-language comparisons and research on emotional aspects of bilingualism. The norms can be downloaded and available as a supplementary materials to this article.
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27
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Lei Y, Dou H, Liu Q, Zhang W, Zhang Z, Li H. Automatic Processing of Emotional Words in the Absence of Awareness: The Critical Role of P2. Front Psychol 2017; 8:592. [PMID: 28473785 PMCID: PMC5397533 DOI: 10.3389/fpsyg.2017.00592] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Accepted: 03/30/2017] [Indexed: 01/22/2023] Open
Abstract
It has been long debated to what extent emotional words can be processed in the absence of awareness. Behavioral studies have shown that the meaning of emotional words can be accessed even without any awareness. However, functional magnetic resonance imaging studies have revealed that emotional words that are unconsciously presented do not activate the brain regions involved in semantic or emotional processing. To clarify this point, we used continuous flash suppression (CFS) and event-related potential (ERP) techniques to distinguish between semantic and emotional processing. In CFS, we successively flashed some Mondrian-style images into one participant's eye steadily, which suppressed the images projected to the other eye. Negative, neutral, and scrambled words were presented to 16 healthy participants for 500 ms. Whenever the participants saw the stimuli—in both visible and invisible conditions—they pressed specific keyboard buttons. Behavioral data revealed that there was no difference in reaction time to negative words and to neutral words in the invisible condition, although negative words were processed faster than neutral words in the visible condition. The ERP results showed that negative words elicited a larger P2 amplitude in the invisible condition than in the visible condition. The P2 component was enhanced for the neutral words compared with the scrambled words in the visible condition; however, the scrambled words elicited larger P2 amplitudes than the neutral words in the invisible condition. These results suggest that the emotional processing of words is more sensitive than semantic processing in the conscious condition. Semantic processing was found to be attenuated in the absence of awareness. Our findings indicate that P2 plays an important role in the unconscious processing of emotional words, which highlights the fact that emotional processing may be automatic and prioritized compared with semantic processing in the absence of awareness.
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Affiliation(s)
- Yi Lei
- College of Psychology and Sociology, Shenzhen UniversityShenzhen, China
| | - Haoran Dou
- College of Psychology and Sociology, Shenzhen UniversityShenzhen, China.,Research Center for Brain and Cognitive Neuroscience, Liaoning Normal UniversityDalian, China
| | - Qingming Liu
- School of Psychology, Nanjing Normal UniversityNanjing, China
| | - Wenhai Zhang
- Research Center for Brain and Cognitive Neuroscience, Liaoning Normal UniversityDalian, China.,College of Education Science, Chengdu UniversityChengdu, China
| | - Zhonglu Zhang
- Research Center for Brain and Cognitive Neuroscience, Liaoning Normal UniversityDalian, China
| | - Hong Li
- College of Psychology and Sociology, Shenzhen UniversityShenzhen, China.,Research Center for Brain and Cognitive Neuroscience, Liaoning Normal UniversityDalian, China.,College of Education Science, Chengdu UniversityChengdu, China
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28
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Vivid: How valence and arousal influence word processing under different task demands. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2017; 16:415-32. [PMID: 26833048 DOI: 10.3758/s13415-016-0402-y] [Citation(s) in RCA: 44] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
In this study, we used event-related potentials to examine how different dimensions of emotion-valence and arousal-influence different stages of word processing under different task demands. In two experiments, two groups of participants viewed the same single emotional and neutral words while carrying out different tasks. In both experiments, valence (pleasant, unpleasant, and neutral) was fully crossed with arousal (high and low). We found that the task made a substantial contribution to how valence and arousal modulated the late positive complex (LPC), which is thought to reflect sustained evaluative processing (particularly of emotional stimuli). When participants performed a semantic categorization task in which emotion was not directly relevant to task performance, the LPC showed a larger amplitude for high-arousal than for low-arousal words, but no effect of valence. In contrast, when participants performed an overt valence categorization task, the LPC showed a large effect of valence (with unpleasant words eliciting the largest positivity), but no effect of arousal. These data show not only that valence and arousal act independently to influence word processing, but that their relative contributions to prolonged evaluative neural processes are strongly influenced by the situational demands (and by individual differences, as revealed in a subsequent analysis of subjective judgments).
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29
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Liebenthal E, Silbersweig DA, Stern E. The Language, Tone and Prosody of Emotions: Neural Substrates and Dynamics of Spoken-Word Emotion Perception. Front Neurosci 2016; 10:506. [PMID: 27877106 PMCID: PMC5099784 DOI: 10.3389/fnins.2016.00506] [Citation(s) in RCA: 49] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2016] [Accepted: 10/24/2016] [Indexed: 11/24/2022] Open
Abstract
Rapid assessment of emotions is important for detecting and prioritizing salient input. Emotions are conveyed in spoken words via verbal and non-verbal channels that are mutually informative and unveil in parallel over time, but the neural dynamics and interactions of these processes are not well understood. In this paper, we review the literature on emotion perception in faces, written words, and voices, as a basis for understanding the functional organization of emotion perception in spoken words. The characteristics of visual and auditory routes to the amygdala—a subcortical center for emotion perception—are compared across these stimulus classes in terms of neural dynamics, hemispheric lateralization, and functionality. Converging results from neuroimaging, electrophysiological, and lesion studies suggest the existence of an afferent route to the amygdala and primary visual cortex for fast and subliminal processing of coarse emotional face cues. We suggest that a fast route to the amygdala may also function for brief non-verbal vocalizations (e.g., laugh, cry), in which emotional category is conveyed effectively by voice tone and intensity. However, emotional prosody which evolves on longer time scales and is conveyed by fine-grained spectral cues appears to be processed via a slower, indirect cortical route. For verbal emotional content, the bulk of current evidence, indicating predominant left lateralization of the amygdala response and timing of emotional effects attributable to speeded lexical access, is more consistent with an indirect cortical route to the amygdala. Top-down linguistic modulation may play an important role for prioritized perception of emotions in words. Understanding the neural dynamics and interactions of emotion and language perception is important for selecting potent stimuli and devising effective training and/or treatment approaches for the alleviation of emotional dysfunction across a range of neuropsychiatric states.
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Affiliation(s)
- Einat Liebenthal
- Department of Psychiatry, Brigham and Women's Hospital Boston, MA, USA
| | | | - Emily Stern
- Department of Psychiatry, Brigham and Women's HospitalBoston, MA, USA; Department of Radiology, Brigham and Women's HospitalBoston, MA, USA
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30
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Hausmann M. Why sex hormones matter for neuroscience: A very short review on sex, sex hormones, and functional brain asymmetries. J Neurosci Res 2016; 95:40-49. [DOI: 10.1002/jnr.23857] [Citation(s) in RCA: 78] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Revised: 07/01/2016] [Accepted: 07/11/2016] [Indexed: 01/17/2023]
Affiliation(s)
- Markus Hausmann
- Department of Psychology; Durham University; Durham United Kingdom
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31
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Cacioppo S, Weiss RM, Cacioppo JT. Dynamic spatiotemporal brain analyses of the visual checkerboard task: Similarities and differences between passive and active viewing conditions. Psychophysiology 2016; 53:1496-506. [PMID: 27393016 DOI: 10.1111/psyp.12723] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2015] [Accepted: 06/10/2016] [Indexed: 12/01/2022]
Abstract
We introduce a new analytic technique for the microsegmentation of high-density EEG to identify the discrete brain microstates evoked by the visual reversal checkerboard task. To test the sensitivity of the present analytic approach to differences in evoked brain microstates across experimental conditions, subjects were instructed to (a) passively view the reversals of the checkerboard (passive viewing condition), or (b) actively search for a target stimulus that may appear at the fixation point, and they were offered a monetary reward if they correctly detected the stimulus (active viewing condition). Results revealed that, within the first 168 ms of a checkerboard presentation, the same four brain microstates were evoked in the passive and active viewing conditions, whereas the brain microstates evoked after 168 ms differed between these two conditions, with more brain microstates elicited in the active than in the passive viewing condition. Additionally, distinctions were found in the active condition between a change in a scalp configuration that reflects a change in microstate and a change in scalp configuration that reflects a change in the level of activation of the same microstate. Finally, the bootstrapping procedure identified that two microstates lacked robustness even though statistical significance thresholds were met, suggesting these microstates should be replicated prior to placing weight on their generalizability across individuals. These results illustrate the utility of the analytic approach and provide new information about the spatiotemporal dynamics of the brain states underlying passive and active viewing in the visual checkerboard task.
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Affiliation(s)
- Stephanie Cacioppo
- Department of Psychiatry and Behavioral Neuroscience, and High-Performance Electrical Neuroimaging Laboratory, Biological Sciences Division, The University of Chicago Prtizker School of Medicine, Chicago, Illinois, USA.
| | - Robin M Weiss
- Research Computing Center, University of Chicago, Chicago, Illinois, USA
| | - John T Cacioppo
- Department of Psychology and Center for Cognitive and Social Neuroscience, University of Chicago, Chicago, Illinois, USA
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Auerbach RP, Tarlow N, Bondy E, Stewart JG, Aguirre B, Kaplan C, Yang W, Pizzagalli DA. Electrocortical Reactivity During Self-referential Processing in Female Youth With Borderline Personality Disorder. BIOLOGICAL PSYCHIATRY. COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2016; 1:335-344. [PMID: 28626812 PMCID: PMC5472065 DOI: 10.1016/j.bpsc.2016.04.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Borderline personality disorder (BPD) is debilitating, and theoretical models have postulated that cognitive-affective biases contribute to the onset and maintenance of BPD symptoms. Despite advances, our understanding of BPD pathophysiology in youth is limited. The present study used event-related potentials (ERPs) to identify cognitive-affective processes that underlie negative self-referential processing in BPD youth. METHODS Healthy females (n = 33) and females with BPD (n = 26) 13 to 22 years of age completed a self-referential encoding task while 128-channel electroencephalography data were recorded to examine early (i.e., P1 and P2) and late (late positive potential [LPP]) ERP components. Whole-brain standardized low-resolution electromagnetic tomography explored intracortical sources underlying significant scalp ERP effects. RESULTS Compared to healthy females, participants with BPD endorsed, recalled, and recognized fewer positive and more negative words. Moreover, unlike the healthy group, females with BPD had faster reaction times to endorse negative versus positive words. In the scalp ERP analyses, the BPD group had greater P2 and late LPP positivity to negative as opposed to positive words. For P2 and late LPP, whole-brain standardized low-resolution electromagnetic tomography analyses suggested that females with BPD overrecruit frontolimbic circuitry in response to negative stimuli. CONCLUSIONS Collectively, these findings show that females with BPD process negative self-relevant information differently than healthy females. Clinical implications and future directions are discussed.
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Affiliation(s)
- Randy P Auerbach
- Department of Psychiatry (RPA, NT, EB, JGS, BA, CK, WY, DAP), McLean Hospital, Center for Depression, Anxiety and Stress Research, Harvard Medical School, Boston, Massachusetts; and Department of Psychology (WY), Hunan Normal University, Hunan, China
| | - Naomi Tarlow
- Department of Psychiatry (RPA, NT, EB, JGS, BA, CK, WY, DAP), McLean Hospital, Center for Depression, Anxiety and Stress Research, Harvard Medical School, Boston, Massachusetts; and Department of Psychology (WY), Hunan Normal University, Hunan, China
| | - Erin Bondy
- Department of Psychiatry (RPA, NT, EB, JGS, BA, CK, WY, DAP), McLean Hospital, Center for Depression, Anxiety and Stress Research, Harvard Medical School, Boston, Massachusetts; and Department of Psychology (WY), Hunan Normal University, Hunan, China
| | - Jeremy G Stewart
- Department of Psychiatry (RPA, NT, EB, JGS, BA, CK, WY, DAP), McLean Hospital, Center for Depression, Anxiety and Stress Research, Harvard Medical School, Boston, Massachusetts; and Department of Psychology (WY), Hunan Normal University, Hunan, China
| | - Blaise Aguirre
- Department of Psychiatry (RPA, NT, EB, JGS, BA, CK, WY, DAP), McLean Hospital, Center for Depression, Anxiety and Stress Research, Harvard Medical School, Boston, Massachusetts; and Department of Psychology (WY), Hunan Normal University, Hunan, China
| | - Cynthia Kaplan
- Department of Psychiatry (RPA, NT, EB, JGS, BA, CK, WY, DAP), McLean Hospital, Center for Depression, Anxiety and Stress Research, Harvard Medical School, Boston, Massachusetts; and Department of Psychology (WY), Hunan Normal University, Hunan, China
| | - Wenhui Yang
- Department of Psychiatry (RPA, NT, EB, JGS, BA, CK, WY, DAP), McLean Hospital, Center for Depression, Anxiety and Stress Research, Harvard Medical School, Boston, Massachusetts; and Department of Psychology (WY), Hunan Normal University, Hunan, China
| | - Diego A Pizzagalli
- Department of Psychiatry (RPA, NT, EB, JGS, BA, CK, WY, DAP), McLean Hospital, Center for Depression, Anxiety and Stress Research, Harvard Medical School, Boston, Massachusetts; and Department of Psychology (WY), Hunan Normal University, Hunan, China
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Schindler S, Kissler J. Selective visual attention to emotional words: Early parallel frontal and visual activations followed by interactive effects in visual cortex. Hum Brain Mapp 2016; 37:3575-87. [PMID: 27218232 DOI: 10.1002/hbm.23261] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2016] [Revised: 04/30/2016] [Accepted: 05/04/2016] [Indexed: 11/10/2022] Open
Abstract
Human brains spontaneously differentiate between various emotional and neutral stimuli, including written words whose emotional quality is symbolic. In the electroencephalogram (EEG), emotional-neutral processing differences are typically reflected in the early posterior negativity (EPN, 200-300 ms) and the late positive potential (LPP, 400-700 ms). These components are also enlarged by task-driven visual attention, supporting the assumption that emotional content naturally drives attention. Still, the spatio-temporal dynamics of interactions between emotional stimulus content and task-driven attention remain to be specified. Here, we examine this issue in visual word processing. Participants attended to negative, neutral, or positive nouns while high-density EEG was recorded. Emotional content and top-down attention both amplified the EPN component in parallel. On the LPP, by contrast, emotion and attention interacted: Explicit attention to emotional words led to a substantially larger amplitude increase than did explicit attention to neutral words. Source analysis revealed early parallel effects of emotion and attention in bilateral visual cortex and a later interaction of both in right visual cortex. Distinct effects of attention were found in inferior, middle and superior frontal, paracentral, and parietal areas, as well as in the anterior cingulate cortex (ACC). Results specify separate and shared mechanisms of emotion and attention at distinct processing stages. Hum Brain Mapp 37:3575-3587, 2016. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Sebastian Schindler
- Department of Psychology, University of Bielefeld, Bielefeld, Germany.,Center of Excellence Cognitive Interaction Technology (CITEC), University of Bielefeld, Bielefeld, Germany
| | - Johanna Kissler
- Department of Psychology, University of Bielefeld, Bielefeld, Germany.,Center of Excellence Cognitive Interaction Technology (CITEC), University of Bielefeld, Bielefeld, Germany
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Clocking the social mind by identifying mental processes in the IAT with electrical neuroimaging. Proc Natl Acad Sci U S A 2016; 113:2786-91. [PMID: 26903643 DOI: 10.1073/pnas.1515828113] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Why do people take longer to associate the word "love" with outgroup words (incongruent condition) than with ingroup words (congruent condition)? Despite the widespread use of the implicit association test (IAT), it has remained unclear whether this IAT effect is due to additional mental processes in the incongruent condition, or due to longer duration of the same processes. Here, we addressed this previously insoluble issue by assessing the spatiotemporal evolution of brain electrical activity in 83 participants. From stimulus presentation until response production, we identified seven processes. Crucially, all seven processes occurred in the same temporal sequence in both conditions, but participants needed more time to perform one early occurring process (perceptual processing) and one late occurring process (implementing cognitive control to select the motor response) in the incongruent compared with the congruent condition. We also found that the latter process contributed to individual differences in implicit bias. These results advance understanding of the neural mechanics of response time differences in the IAT: They speak against theories that explain the IAT effect as due to additional processes in the incongruent condition and speak in favor of theories that assume a longer duration of specific processes in the incongruent condition. More broadly, our data analysis approach illustrates the potential of electrical neuroimaging to illuminate the temporal organization of mental processes involved in social cognition.
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Parkes L, Perry C, Goodin P. Examining the N400m in affectively negative sentences: A magnetoencephalography study. Psychophysiology 2016; 53:689-704. [PMID: 26787447 DOI: 10.1111/psyp.12601] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2015] [Accepted: 11/30/2015] [Indexed: 11/29/2022]
Abstract
Magnetoencephalography was used to examine the effect on the N400m of reading words that create emotional violations in sentences. The beginnings of the sentences were affectively negative and were completed with either a negative congruous, positive incongruous, or neutral incongruous adjective (e.g., "My mother was killed and I felt bad/great/normal"). The task conditions were also manipulated to favor semantic over affective processing. Compared to the sentences with the congruous negative adjectives, the results of sensor space analysis showed that there was an N400m effect with the sentences with the neutral but not positive adjectives, despite both types of sentences containing an emotional violation. Source localization results showed a similar pattern where the sentences with the incongruous positive versus congruous negative adjectives showed no significant N400m effect in the temporal and frontal areas examined, but the sentences with the incongruous neutral versus incongruous positive adjectives in the temporal areas did, particularly the left middle temporal gyrus. These results suggest that (a) the N400m effect was likely to be caused by the incongruous neutral adjectives being comparatively harder to integrate into a negative emotional context than the incongruous positive ones, (b) emotional context created by the negative sentence stems caused deeper semantic processing of the incongruous positive adjectives to be bypassed, and (c) negative affective context was generated from reading the sentences even in task conditions where it has not been generated with isolated words.
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Affiliation(s)
- Linden Parkes
- Brain & Mental Health Laboratory, Monash University, Melbourne, Australia
| | - Conrad Perry
- Department of Psychological Sciences, Swinburne University of Technology, Melbourne, Australia
| | - Peter Goodin
- Department of Psychological Sciences, Swinburne University of Technology, Melbourne, Australia
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Trauer SM, Kotz SA, Müller MM. Emotional words facilitate lexical but not early visual processing. BMC Neurosci 2015; 16:89. [PMID: 26654384 PMCID: PMC4676879 DOI: 10.1186/s12868-015-0225-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2015] [Accepted: 11/24/2015] [Indexed: 12/30/2022] Open
Abstract
Background Emotional scenes and faces have shown to capture and bind visual resources at early sensory processing stages, i.e. in early visual cortex. However, emotional words have led to mixed results. In the current study ERPs were assessed simultaneously with steady-state visual evoked potentials (SSVEPs) to measure attention effects on early visual activity in emotional word processing. Neutral and negative words were flickered at 12.14 Hz whilst participants performed a Lexical Decision Task. Results Emotional word content did not modulate the 12.14 Hz SSVEP amplitude, neither did word lexicality. However, emotional words affected the ERP. Negative compared to neutral words as well as words compared to pseudowords lead to enhanced deflections in the P2 time range indicative of lexico-semantic access. The N400 was reduced for negative compared to neutral words and enhanced for pseudowords compared to words indicating facilitated semantic processing of emotional words. LPC amplitudes reflected word lexicality and thus the task-relevant response. Conclusion In line with previous ERP and imaging evidence, the present results indicate that written emotional words are facilitated in processing only subsequent to visual analysis.
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Affiliation(s)
- Sophie M Trauer
- Lehrstuhl für Allgemeine Psychologie, Institut für Psychologie, Universität Leipzig, Neumarkt 9-19, 04109, Leipzig, Germany.
| | - Sonja A Kotz
- Department of Neuropsychology and Psychopharmacology, Faculty of Psychology and Neuroscience, Maastricht University, Maastricht, The Netherlands. .,Department of Neuropsychology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany.
| | - Matthias M Müller
- Lehrstuhl für Allgemeine Psychologie, Institut für Psychologie, Universität Leipzig, Neumarkt 9-19, 04109, Leipzig, Germany.
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Cacioppo S, Cacioppo JT. Dynamic spatiotemporal brain analyses using high-performance electrical neuroimaging, Part II: A step-by-step tutorial. J Neurosci Methods 2015; 256:184-97. [PMID: 26363189 DOI: 10.1016/j.jneumeth.2015.09.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2015] [Revised: 08/31/2015] [Accepted: 09/03/2015] [Indexed: 11/19/2022]
Abstract
Our recently published analytic toolbox (Cacioppo et al., 2014), running under MATLAB environment and Brainstorm, offered a theoretical framework and set of validation studies for the automatic detection of event-related changes in the global pattern and global field power of electrical brain activity. Here, we provide a step-by-step tutorial of this toolbox along with a detailed description of analytical plans (aka the Chicago Electrical Neuroimaging Analytics, CENA) for the statistical analysis of brain microstate configuration and global field power in within and between-subject designs. Available CENA functions include: (1) a difference wave function; (2) a high-performance microsegmentation suite (HPMS), which consists of three specific analytic tools: (i) a root mean square error (RMSE) metric for identifying stable states and transition states across discrete event-related brain microstates; (ii) a similarity metric based on cosine distance in n dimensional sensor space to determine whether template maps for successive brain microstates differ in configuration of brain activity, and (iii) global field power (GFP) metrics for identifying changes in the overall level of activation of the brain; (3) a bootstrapping function for assessing the extent to which the solutions identified in the HPMS are robust (reliable, generalizable) and for empirically deriving additional experimental hypotheses; and (4) step-by-step procedures for performing a priori contrasts for data analysis. CENA is freely available for brain data spatiotemporal analyses at https://hpenlaboratory.uchicago.edu/page/cena, with sample data, user tutorial videos, and documentation.
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Affiliation(s)
- Stephanie Cacioppo
- High-Performance Electrical Neuroimaging Laboratory, Biological Science Division, University of Chicago Pritzker School of Medicine, Chicago, IL 60637, USA.
| | - John T Cacioppo
- Center for Cognitive and Social Neuroscience, University of Chicago, Chicago, IL 60637, USA.
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Cacioppo S, Bangee M, Balogh S, Cardenas-Iniguez C, Qualter P, Cacioppo JT. Loneliness and implicit attention to social threat: A high-performance electrical neuroimaging study. Cogn Neurosci 2015; 7:138-59. [DOI: 10.1080/17588928.2015.1070136] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Stephanie Cacioppo
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago Pritzker School of Medicine, Chicago, IL, USA
- HPEN Laboratory, Center for Cognitive and Social Neuroscience, University of Chicago, Chicago, IL, USA
| | - Munirah Bangee
- School of Psychology, University of Central Lancashire, Preston, UK
| | - Stephen Balogh
- HPEN Laboratory, Center for Cognitive and Social Neuroscience, University of Chicago, Chicago, IL, USA
| | - Carlos Cardenas-Iniguez
- HPEN Laboratory, Center for Cognitive and Social Neuroscience, University of Chicago, Chicago, IL, USA
- Department of Psychology, University of Chicago, Chicago, IL, USA
| | - Pamela Qualter
- School of Psychology, University of Central Lancashire, Preston, UK
| | - John T. Cacioppo
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago Pritzker School of Medicine, Chicago, IL, USA
- HPEN Laboratory, Center for Cognitive and Social Neuroscience, University of Chicago, Chicago, IL, USA
- Department of Psychology, University of Chicago, Chicago, IL, USA
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Kuchinke L, Fritsch N, Müller CJ. Evaluative conditioning of positive and negative valence affects P1 and N1 in verbal processing. Brain Res 2015; 1624:405-413. [PMID: 26275918 DOI: 10.1016/j.brainres.2015.07.059] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Revised: 06/16/2015] [Accepted: 07/22/2015] [Indexed: 10/23/2022]
Abstract
The present study examined the effect of contextual learning on the neural processing of previously meaningless pseudowords. During an evaluative conditioning session on 5 consecutive days, participants learned to associate 120 pseudowords with either positive, neutral or negative pictures. In a second session, participants were presented all conditioned pseudowords again together with 40 new pseudowords in a recognition memory task while their event-related potentials (ERPs) were recorded. The behavioral data confirm successful learning of pseudoword valence. At the neural level, early modulations of the ERPs are visible at the P1 and the N1 components discriminating between positively and negatively conditioned pseudowords. Differences to new pseudowords were visible at later processing stages as indicated by modulations of the LPC. These results support a contextual learning hypothesis that is able to explain very early emotional ERP modulations in visual word recognition. Source localization indicates a role of medial-frontal brain regions as a likely origin of these early valence discrimination signals which are discussed to promote top-down signals to sensory processing.
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Affiliation(s)
- Lars Kuchinke
- Experimental Psychology & Methods, Ruhr Universität Bochum, Germany.
| | - Nathalie Fritsch
- Experimental Psychology & Methods, Ruhr Universität Bochum, Germany
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Perceived communicative context and emotional content amplify visual word processing in the fusiform gyrus. J Neurosci 2015; 35:6010-9. [PMID: 25878274 DOI: 10.1523/jneurosci.3346-14.2015] [Citation(s) in RCA: 51] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The personal significance of a language statement depends on its communicative context. However, this is rarely taken into account in neuroscience studies. Here, we investigate how the implied source of single word statements alters their cortical processing. Participants' brain event-related potentials were recorded in response to identical word streams consisting of positive, negative, and neutral trait adjectives stated to either represent personal trait feedback from a human or to be randomly generated by a computer. Results showed a strong impact of perceived sender. Regardless of content, the notion of receiving feedback from a human enhanced all components, starting with the P2 and encompassing early posterior negativity (EPN), P3, and the late positive potential (LPP). Moreover, negative feedback by the "human sender" elicited a larger EPN, whereas positive feedback generally induced a larger LPP. Source estimations revealed differences between "senders" in visual areas, particularly the bilateral fusiform gyri. Likewise, emotional content enhanced activity in these areas. These results specify how even implied sender identity changes the processing of single words in seemingly realistic communicative settings, amplifying their processing in the visual brain. This suggests that the concept of motivated attention extends from stimulus significance to simultaneous appraisal of contextual relevance. Finally, consistent with distinct stages of emotional processing, at least in contexts perceived as social, humans are initially alerted to negative content, but later process what is perceived as positive feedback more intensely.
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Imbir KK, Jarymowicz MT, Spustek T, Kuś R, Żygierewicz J. Origin of Emotion Effects on ERP Correlates of Emotional Word Processing: The Emotion Duality Approach. PLoS One 2015; 10:e0126129. [PMID: 25955719 PMCID: PMC4425658 DOI: 10.1371/journal.pone.0126129] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2014] [Accepted: 03/29/2015] [Indexed: 11/20/2022] Open
Abstract
We distinguish two evaluative systems which evoke automatic and reflective emotions. Automatic emotions are direct reactions to stimuli whereas reflective emotions are always based on verbalized (and often abstract) criteria of evaluation. We conducted an electroencephalography (EEG) study in which 25 women were required to read and respond to emotional words which engaged either the automatic or reflective system. Stimulus words were emotional (positive or negative) and neutral. We found an effect of valence on an early response with dipolar fronto-occipital topography; positive words evoked a higher amplitude response than negative words. We also found that topographically specific differences in the amplitude of the late positive complex were related to the system involved in processing. Emotional stimuli engaging the automatic system were associated with significantly higher amplitudes in the left-parietal region; the response to neutral words was similar regardless of the system engaged. A different pattern of effects was observed in the central region, neutral stimuli engaging the reflective system evoked a higher amplitudes response whereas there was no system effect for emotional stimuli. These differences could not be reduced to effects of differences between the arousing properties and concreteness of the words used as stimuli.
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Affiliation(s)
- Kamil Konrad Imbir
- Faculty of Applied Social Sciences, The Maria Grzegorzewska University, Warsaw, Poland
| | | | - Tomasz Spustek
- Faculty of Physics, University of Warsaw, Warsaw, Poland
| | - Rafał Kuś
- Faculty of Physics, University of Warsaw, Warsaw, Poland
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Lu X, Ho HT, Liu F, Wu D, Thompson WF. Intonation processing deficits of emotional words among Mandarin Chinese speakers with congenital amusia: an ERP study. Front Psychol 2015; 6:385. [PMID: 25914659 PMCID: PMC4391227 DOI: 10.3389/fpsyg.2015.00385] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2014] [Accepted: 03/18/2015] [Indexed: 11/13/2022] Open
Abstract
Background: Congenital amusia is a disorder that is known to affect the processing of musical pitch. Although individuals with amusia rarely show language deficits in daily life, a number of findings point to possible impairments in speech prosody that amusic individuals may compensate for by drawing on linguistic information. Using EEG, we investigated (1) whether the processing of speech prosody is impaired in amusia and (2) whether emotional linguistic information can compensate for this impairment. Method: Twenty Chinese amusics and 22 matched controls were presented pairs of emotional words spoken with either statement or question intonation while their EEG was recorded. Their task was to judge whether the intonations were the same. Results: Amusics exhibited impaired performance on the intonation-matching task for emotional linguistic information, as their performance was significantly worse than that of controls. EEG results showed a reduced N2 response to incongruent intonation pairs in amusics compared with controls, which likely reflects impaired conflict processing in amusia. However, our EEG results also indicated that amusics were intact in early sensory auditory processing, as revealed by a comparable N1 modulation in both groups. Conclusion: We propose that the impairment in discriminating speech intonation observed among amusic individuals may arise from an inability to access information extracted at early processing stages. This, in turn, could reflect a disconnection between low-level and high-level processing.
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Affiliation(s)
- Xuejing Lu
- Department of Psychology, Macquarie University Sydney, NSW, Australia ; Medical Psychological Institute, The Second Xiangya Hospital, Central South University Changsha, China
| | - Hao Tam Ho
- Department of Psychology, Macquarie University Sydney, NSW, Australia
| | - Fang Liu
- Department of Speech, Hearing and Phonetic Sciences, University College London London, UK
| | - Daxing Wu
- Medical Psychological Institute, The Second Xiangya Hospital, Central South University Changsha, China
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Auerbach RP, Stanton CH, Proudfit GH, Pizzagalli DA. Self-referential processing in depressed adolescents: A high-density event-related potential study. JOURNAL OF ABNORMAL PSYCHOLOGY 2015; 124:233-45. [PMID: 25643205 DOI: 10.1037/abn0000023] [Citation(s) in RCA: 114] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Despite the alarming increase in the prevalence of depression during adolescence, particularly among female adolescents, the pathophysiology of depression in adolescents remains largely unknown. Event-related potentials (ERPs) provide an ideal approach to investigate cognitive-affective processes associated with depression in adolescents, especially in the context of negative self-referential processing biases. In this study, healthy (n = 30) and depressed (n = 22) female adolescents completed a self-referential encoding task while ERP data were recorded. To examine cognitive-affective processes associated with self-referential processing, P1, P2, and late positive potential (LPP) responses to negative and positive words were investigated, and intracortical sources of scalp effects were probed using low-resolution electromagnetic tomography (LORETA). Additionally, we tested whether key cognitive processes (e.g., maladaptive self-view, self-criticism) previously implicated in depression related to ERP components. Relative to healthy female subjects, depressed females endorsed more negative and fewer positive words, and free recalled and recognized fewer positive words. With respect to ERPs, compared with healthy female adolescents, depressed adolescents exhibited greater P1 amplitudes following negative words, which was associated with a more maladaptive self-view and self-criticism. In both early and late LPP responses, depressed females showed greater activity following negative versus positive words, whereas healthy females demonstrated the opposite pattern. For both P1 and LPP, LORETA revealed reduced inferior frontal gyrus activity in response to negative words in depressed versus healthy female adolescents. Collectively, these findings suggest that the P1 and LPP reflect biased self-referential processing in female adolescents with depression. Potential treatment implications are discussed. (PsycINFO Database Record
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Abstract
We developed affective norms for 1,121 Italian words in order to provide researchers with a highly controlled tool for the study of verbal processing. This database was developed from translations of the 1,034 English words present in the Affective Norms for English Words (ANEW; Bradley & Lang, 1999) and from words taken from Italian semantic norms (Montefinese, Ambrosini, Fairfield, & Mammarella, Behavior Research Methods, 45, 440-461, 2013). Participants evaluated valence, arousal, and dominance using the Self-Assessment Manikin (SAM) in a Web survey procedure. Participants also provided evaluations of three subjective psycholinguistic indexes (familiarity, imageability, and concreteness), and five objective psycholinguistic indexes (e.g., word frequency) were also included in the resulting database in order to further characterize the Italian words. We obtained a typical quadratic relation between valence and arousal, in line with previous findings. We also tested the reliability of the present ANEW adaptation for Italian by comparing it to previous affective databases and performing split-half correlations for each variable. We found high split-half correlations within our sample and high correlations between our ratings and those of previous studies, confirming the validity of the adaptation of ANEW for Italian. This database of affective norms provides a tool for future research about the effects of emotion on human cognition.
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45
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Wang L, Bastiaansen M. Oscillatory brain dynamics associated with the automatic processing of emotion in words. BRAIN AND LANGUAGE 2014; 137:120-129. [PMID: 25195197 DOI: 10.1016/j.bandl.2014.07.011] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Revised: 07/09/2014] [Accepted: 07/30/2014] [Indexed: 06/03/2023]
Abstract
This study examines the automaticity of processing the emotional aspects of words, and characterizes the oscillatory brain dynamics that accompany this automatic processing. Participants read emotionally negative, neutral and positive nouns while performing a color detection task in which only perceptual-level analysis was required. Event-related potentials and time frequency representations were computed from the concurrently measured EEG. Negative words elicited a larger P2 and a larger late positivity than positive and neutral words, indicating deeper semantic/evaluative processing of negative words. In addition, sustained alpha power suppressions were found for the emotional compared to neutral words, in the time range from 500 to 1000ms post-stimulus. These results suggest that sustained attention was allocated to the emotional words, whereas the attention allocated to the neutral words was released after an initial analysis. This seems to hold even when the emotional content of the words is task-irrelevant.
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Affiliation(s)
- Lin Wang
- Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, China
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Kuchinke L, Krause B, Fritsch N, Briesemeister BB. A familiar font drives early emotional effects in word recognition. BRAIN AND LANGUAGE 2014; 137:142-147. [PMID: 25226214 DOI: 10.1016/j.bandl.2014.08.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/20/2014] [Revised: 07/16/2014] [Accepted: 08/17/2014] [Indexed: 06/03/2023]
Abstract
The emotional connotation of a word is known to shift the process of word recognition. Using the electroencephalographic event-related potentials (ERPs) approach it has been documented that early attentional processing of high-arousing negative words is shifted at a stage of processing where a presented word cannot have been fully identified. Contextual learning has been discussed to contribute to these effects. The present study shows that a manipulation of the familiarity with a word's shape interferes with these earliest emotional ERP effects. Presenting high-arousing negative and neutral words in a familiar or an unfamiliar font results in very early emotion differences only in case of familiar shapes, whereas later processing stages reveal similar emotional effects in both font conditions. Because these early emotion-related differences predict later behavioral differences, it is suggested that contextual learning of emotional valence comprises more visual features than previously expected to guide early visual-sensory processing.
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Affiliation(s)
- Lars Kuchinke
- Experimental Psychology & Methods, Ruhr-Universität Bochum, Bochum, Germany.
| | - Beatrix Krause
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Nathalie Fritsch
- Experimental Psychology & Methods, Ruhr-Universität Bochum, Bochum, Germany
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Cacioppo S, Weiss RM, Runesha HB, Cacioppo JT. Dynamic spatiotemporal brain analyses using high performance electrical neuroimaging: theoretical framework and validation. J Neurosci Methods 2014; 238:11-34. [PMID: 25244954 DOI: 10.1016/j.jneumeth.2014.09.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2014] [Revised: 09/07/2014] [Accepted: 09/11/2014] [Indexed: 10/24/2022]
Abstract
BACKGROUND Since Berger's first EEG recordings in 1929, several techniques, initially developed for investigating periodic processes, have been applied to study non-periodic event-related brain state dynamics. NEW METHOD We provide a theoretical comparison of the two approaches and present a new suite of data-driven analytic tools for the specific identification of the brain microstates in high-density event-related brain potentials (ERPs). This suite includes four different analytic methods. We validated this approach through a series of theoretical simulations and an empirical investigation of a basic visual paradigm, the reversal checkerboard task. RESULTS Results indicate that the present suite of data-intensive analytic techniques, improves the spatiotemporal information one can garner about non-periodic brain microstates from high-density electrical neuroimaging data. COMPARISON WITH EXISTING METHOD(S) Compared to the existing methods (such as those based on k-clustering methods), the current micro-segmentation approach offers several advantages, including the data-driven (automatic) detection of non-periodic quasi-stable brain states. CONCLUSION This suite of quantitative methods allows the automatic detection of event-related changes in the global pattern of brain activity, putatively reflecting changes in the underlying neural locus for information processing in the brain, and event-related changes in overall brain activation. In addition, within-subject and between-subject bootstrapping procedures provide a quantitative means of investigating how robust are the results of the micro-segmentation.
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Affiliation(s)
- Stephanie Cacioppo
- Department of Psychiatry and Behavioral Neuroscience, University of Chicago, Chicago, IL 60637, USA; CCSN High Performance Electrical Neuroimaging Laboratory, University of Chicago, Chicago, IL 60637, USA.
| | - Robin M Weiss
- CCSN High Performance Electrical Neuroimaging Laboratory, University of Chicago, Chicago, IL 60637, USA; Research Computing Center, University of Chicago, Chicago, IL 60637, USA.
| | | | - John T Cacioppo
- Center for Cognitive and Social Neuroscience, University of Chicago, Chicago, IL 60637, USA; Department of Psychology, University of Chicago, Chicago, IL 60637, USA.
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Bürki A, Laganaro M. Tracking the time course of multi-word noun phrase production with ERPs or on when (and why) cat is faster than the big cat. Front Psychol 2014; 5:586. [PMID: 25071615 PMCID: PMC4077314 DOI: 10.3389/fpsyg.2014.00586] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2014] [Accepted: 05/26/2014] [Indexed: 11/17/2022] Open
Abstract
Words are rarely produced in isolation. Yet, our understanding of multi-word production, and especially its time course, is still rather poor. In this research, we use event-related potentials to examine the production of multi-word noun phrases in the context of overt picture naming. We track the processing costs associated with the production of these noun phrases as compared with the production of bare nouns, from picture onset to articulation. Behavioral results revealed longer naming latencies for French noun phrases with determiners and pre-nominal adjectives (D-A-N, the big cat) than for noun phrases with a determiner (D-N, the cat), or bare nouns (N, cat). The spatio-temporal analysis of the ERPs revealed differences in the duration of stable global electrophysiological patterns as a function of utterance format in two time windows, from ~190 to 300 ms after picture onset, and from ~530 ms after picture onset to 100 ms before articulation. These findings can be accommodated in the following model. During grammatical encoding (here from ~190 to 300 ms), the noun and adjective lemmas are accessed in parallel, followed by the selection of the gender-agreeing determiner. Phonological encoding (after ~530 ms) operates sequentially. As a consequence, the phonological encoding process is longer for longer utterances. In addition, when determiners are repeated across trials, their phonological encoding can be anticipated or primed, resulting in a shortened encoding process.
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Affiliation(s)
- Audrey Bürki
- Laboratory of Experimental Psycholinguistics, Faculty of Psychology, University of GenevaGeneva, Switzerland
- Methodology & Data Analysis, Faculty of Psychology, University of GenevaGeneva, Switzerland
| | - Marina Laganaro
- Laboratory of Experimental Psycholinguistics, Faculty of Psychology, University of GenevaGeneva, Switzerland
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Very early processing of emotional words revealed in temporoparietal junctions of both hemispheres by EEG and TMS. Exp Brain Res 2014; 232:1267-81. [PMID: 24496490 DOI: 10.1007/s00221-014-3843-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2013] [Accepted: 01/10/2014] [Indexed: 10/25/2022]
Abstract
We investigate the contribution of both hemispheres in a lateralised lexical decision paradigm with emotional and neutral words in healthy volunteers. In a first experiment, high-density EEG analysis using source imaging methods revealed early specific participation of the temporoparietal junctions (TPJ) in both hemispheres for the detection of words. Then, in an event-related transcranial magnetic stimulation experiment with the same task, the disruption of left or right TPJ compared with a control stimulation over the vertex showed a slowing that is more pronounced when words are emotional and presented in the left visual field (LVF). This indicates that interference with both left and right TPJ results in impaired processing of words that were presented to the LVF. In addition, these results point to a specific cooperative contribution of the right hemisphere in the processing of words with emotional content compared with neutral words at very early stages. Results from the two experiments can be integrated in a brain-based spatiotemporal model of the early detection of written words.
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Brain processing of task-relevant and task-irrelevant emotional words: An ERP study. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2014; 14:939-50. [DOI: 10.3758/s13415-013-0247-6] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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