Association of trait emotional intelligence and individual fMRI‐activation patterns during the perception of social signals from voice and face

Multimodal integration of nonverbal social signals is essential for successful social interaction. Previous studies have implicated the posterior superior temporal sulcus (pSTS) in the perception of social signals such as nonverbal emotional signals as well as in social cognitive functions like mentalizing/theory of mind. In the present study, we evaluated the relationships between trait emotional intelligence (EI) and fMRI activation patterns in individual subjects during the multimodal perception of nonverbal emotional signals from voice and face. Trait EI was linked to hemodynamic responses in the right pSTS, an area which also exhibits a distinct sensitivity to human voices and faces. Within all other regions known to subserve the perceptual audiovisual integration of human social signals (i.e., amygdala, fusiform gyrus, thalamus), no such linked responses were observed. This functional difference in the network for the audiovisual perception of human social signals indicates a specific contribution of the pSTS as a possible interface between the perception of social information and social cognition. Hum Brain Mapp, 2010. © 2009 Wiley‐Liss, Inc.

[1]  R. Bar-On Emotional Quotient-Inventory , 2012 .

[2]  Wolfgang Grodd,et al.  Differential Influences of Emotion, Task, and Novelty on Brain Regions Underlying the Processing of Speech Melody , 2009, Journal of Cognitive Neuroscience.

[3]  W. K. Simmons,et al.  Circular analysis in systems neuroscience: the dangers of double dipping , 2009, Nature Neuroscience.

[4]  Hermann Ackermann,et al.  Understanding the emotional expression of verbal interjections: a functional MRI study , 2008, Neuroreport.

[5]  Wolfgang Grodd,et al.  Cerebral processing of emotional prosody—influence of acoustic parameters and arousal , 2008, NeuroImage.

[6]  G. Pourtois,et al.  Distributed and interactive brain mechanisms during emotion face perception: Evidence from functional neuroimaging , 2007, Neuropsychologia.

[7]  L. Pessoa,et al.  Dissociable effects of bottom-up and top-down factors on the processing of unattended fearful faces , 2007, Neuropsychologia.

[8]  Aaron C. Koralek,et al.  Two Takes on the Social Brain: A Comparison of Theory of Mind Tasks , 2007, Journal of Cognitive Neuroscience.

[9]  Michael Erb,et al.  Audiovisual integration of emotional signals in voice and face: An event-related fMRI study , 2007, NeuroImage.

[10]  M. Keshavan,et al.  Cognitive enhancement therapy improves emotional intelligence in early course schizophrenia: Preliminary effects , 2007, Schizophrenia Research.

[11]  Pascal Belin,et al.  Cerebral response to ‘voiceness’: a functional magnetic resonance imaging study , 2007, Neuroreport.

[12]  R. Veit,et al.  Differential cerebral activation during observation of expressive gestures and motor acts , 2006, Neuropsychologia.

[13]  Eleanor A. Maguire,et al.  Spontaneous mentalizing during an interactive real world task: An fMRI study , 2006, Neuropsychologia.

[14]  S. Scott,et al.  Positive Emotions Preferentially Engage an Auditory–Motor “Mirror” System , 2006, The Journal of Neuroscience.

[15]  David L. Roberts,et al.  The functional significance of social cognition in schizophrenia: a review. , 2006, Schizophrenia bulletin.

[16]  Michael Erb,et al.  Impact of voice on emotional judgment of faces: An event‐related fMRI study , 2006, Human brain mapping.

[17]  C. Kohler,et al.  Emotional processing in schizophrenia , 2006, Cognitive neuropsychiatry.

[18]  D. Schutter,et al.  Unmasking feigned sanity: A neurobiological model of emotion processing in primary psychopathy , 2006, Cognitive neuropsychiatry.

[19]  Michael Erb,et al.  Cerebral pathways in processing of affective prosody: A dynamic causal modeling study , 2006, NeuroImage.

[20]  Brigitte Rockstroh,et al.  Processing of emotional adjectives: Evidence from startle EMG and ERPs. , 2006, Psychophysiology.

[21]  F. Trémeau A review of emotion deficits in schizophrenia , 2006, Dialogues in clinical neuroscience.

[22]  M. Erb,et al.  Effects of prosodic emotional intensity on activation of associative auditory cortex , 2006, Neuroreport.

[23]  G. Pourtois,et al.  Perception of Facial Expressions and Voices and of their Combination in the Human Brain , 2005, Cortex.

[24]  B. Chapman,et al.  Incremental Validity of a Measure of Emotional Intelligence , 2005, Journal of personality assessment.

[25]  T. Ono,et al.  Auditory thalamus integrates visual inputs into behavioral gains , 2005, Nature Neuroscience.

[26]  Jesper Andersson,et al.  Valid conjunction inference with the minimum statistic , 2005, NeuroImage.

[27]  Wolfgang Grodd,et al.  Identification of emotional intonation evaluated by fMRI , 2005, NeuroImage.

[28]  Kevin A. Pelphrey,et al.  Grasping the Intentions of Others: The Perceived Intentionality of an Action Influences Activity in the Superior Temporal Sulcus during Social Perception , 2004, Journal of Cognitive Neuroscience.

[29]  M Erb,et al.  Distinct frontal regions subserve evaluation of linguistic and emotional aspects of speech intonation. , 2004, Cerebral cortex.

[30]  Pascal Belin,et al.  Is voice processing species-specific in human auditory cortex? An fMRI study , 2004, NeuroImage.

[31]  Anne-Lise Giraud,et al.  Distinct functional substrates along the right superior temporal sulcus for the processing of voices , 2004, NeuroImage.

[32]  E. Naito,et al.  Enhanced neural activity in response to dynamic facial expressions of emotion: an fMRI study. , 2004, Brain research. Cognitive brain research.

[33]  D. Grandjean,et al.  Electrophysiological correlates of rapid spatial orienting towards fearful faces. , 2004, Cerebral cortex.

[34]  Turhan Canli,et al.  Individual differences in emotion processing , 2004, Current Opinion in Neurobiology.

[35]  B. Argall,et al.  Integration of Auditory and Visual Information about Objects in Superior Temporal Sulcus , 2004, Neuron.

[36]  P Sterzer,et al.  Contributions of sensory input, auditory search and verbal comprehension to cortical activity during speech processing. , 2004, Cerebral cortex.

[37]  R. Dolan,et al.  Brain Responses to the Acquired Moral Status of Faces , 2004, Neuron.

[38]  R. Elliott,et al.  The neural response to emotional prosody, as revealed by functional magnetic resonance imaging , 2003, Neuropsychologia.

[39]  Hervé Abdi,et al.  Processing Faces and Facial Expressions , 2003, Neuropsychology Review.

[40]  A. Friederici,et al.  On the lateralization of emotional prosody: An event-related functional MR investigation , 2003, Brain and Language.

[41]  J. Mayer,et al.  Convergent, Discriminant, and Incremental Validity of Competing Measures of Emotional Intelligence , 2003, Personality & social psychology bulletin.

[42]  E. Austin,et al.  Factor structure and validity of a trait emotional intelligence measure , 2003 .

[43]  Karl J. Friston,et al.  Classical and Bayesian Inference in Neuroimaging: Applications , 2002, NeuroImage.

[44]  R. Adolphs Neural systems for recognizing emotion , 2002, Current Opinion in Neurobiology.

[45]  M. Erb,et al.  Dynamic Brain Activation during Processing of Emotional Intonation: Influence of Acoustic Parameters, Emotional Valence, and Sex , 2002, NeuroImage.

[46]  N. Tzourio-Mazoyer,et al.  Automated Anatomical Labeling of Activations in SPM Using a Macroscopic Anatomical Parcellation of the MNI MRI Single-Subject Brain , 2002, NeuroImage.

[47]  Jon Driver,et al.  Is cross-modal integration of emotional expressions independent of attentional resources? , 2001, Cognitive, affective & behavioral neuroscience.

[48]  A. Furnham,et al.  Trait emotional intelligence: psychometric investigation with reference to established trait taxonomies , 2001 .

[49]  R. Dolan,et al.  Crossmodal binding of fear in voice and face , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[50]  John M. Malouff,et al.  Emotional Intelligence and Interpersonal Relations , 2001, The Journal of social psychology.

[51]  T. Allison,et al.  Social perception from visual cues: role of the STS region , 2000, Trends in Cognitive Sciences.

[52]  K. Zilles,et al.  Recognition of emotional prosody and verbal components of spoken language: an fMRI study. , 2000, Brain research. Cognitive brain research.

[53]  J. Vroomen,et al.  The perception of emotions by ear and by eye , 2000 .

[54]  B. Rossion,et al.  The time‐course of intermodal binding between seeing and hearing affective information , 2000, Neuroreport.

[55]  R. Zatorre,et al.  Voice-selective areas in human auditory cortex , 2000, Nature.

[56]  K. Mogg,et al.  Some methodological issues in assessing attentional biases for threatening faces in anxiety: a replication study using a modified version of the probe detection task. , 1999, Behaviour research and therapy.

[57]  Russell A. Epstein,et al.  The Parahippocampal Place Area Recognition, Navigation, or Encoding? , 1999, Neuron.

[58]  D. Perrett,et al.  Dissociable neural responses to facial expressions of sadness and anger. , 1999, Brain : a journal of neurology.

[59]  H. Pape,et al.  Direct synaptic connections of axons from superior colliculus with identified thalamo‐amygdaloid projection neurons in the rat: Possible substrates of a subcortical visual pathway to the amygdala , 1999, The Journal of comparative neurology.

[60]  J. Decety,et al.  Top down effect of strategy on the perception of human biological motion: a pet investigation. , 1998, Cognitive neuropsychology.

[61]  J. Malouff,et al.  Development and validation of a measure of emotional intelligence. , 1998 .

[62]  S. Paradiso The Emotional Brain: The Mysterious Underpinnings of Emotional Life , 1998 .

[63]  T. Allison,et al.  Temporal Cortex Activation in Humans Viewing Eye and Mouth Movements , 1998, The Journal of Neuroscience.

[64]  M. Bradley,et al.  Emotional arousal and activation of the visual cortex: an fMRI analysis. , 1998, Psychophysiology.

[65]  D. Perrett,et al.  A specific neural substrate for perceiving facial expressions of disgust , 1997, Nature.

[66]  A. Nakamura,et al.  Vocal identification of speaker and emotion activates differerent brain regions , 1997, Neuroreport.

[67]  N. Kanwisher,et al.  The Fusiform Face Area: A Module in Human Extrastriate Cortex Specialized for Face Perception , 1997, The Journal of Neuroscience.

[68]  S. Rauch,et al.  Response and Habituation of the Human Amygdala during Visual Processing of Facial Expression , 1996, Neuron.

[69]  D. Perrett,et al.  A differential neural response in the human amygdala to fearful and happy facial expressions , 1996, Nature.

[70]  K. Heilman,et al.  Understanding emotional prosody activates right hemisphere regions. , 1996, Archives of neurology.

[71]  Leslie G. Ungerleider,et al.  The functional organization of human extrastriate cortex: a PET-rCBF study of selective attention to faces and locations , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[72]  D. Collins,et al.  Automatic 3D Intersubject Registration of MR Volumetric Data in Standardized Talairach Space , 1994, Journal of computer assisted tomography.

[73]  D. Pandya,et al.  Thalamic connections of the cortex of the superior temporal sulcus in the rhesus monkey , 1989, The Journal of comparative neurology.

[74]  M M Mesulam,et al.  Thalamic connections of the insula in the rhesus monkey and comments on the paralimbic connectivity of the medial pulvinar nucleus , 1984, The Journal of comparative neurology.

[75]  J. H. Steiger Tests for comparing elements of a correlation matrix. , 1980 .

[76]  R. C. Oldfield The assessment and analysis of handedness: the Edinburgh inventory. , 1971, Neuropsychologia.

[77]  S. Geisser,et al.  An Extension of Box's Results on the Use of the $F$ Distribution in Multivariate Analysis , 1958 .

[78]  R. Gunderman,et al.  Emotional intelligence. , 2011, Journal of the American College of Radiology : JACR.

[79]  Gilles Pourtois,et al.  Investigating audiovisual integration of emotional signals in the human brain. , 2006, Progress in brain research.

[80]  H. Ackermann,et al.  Cerebral processing of linguistic and emotional prosody: fMRI studies. , 2006, Progress in brain research.

[81]  Karl J. Friston,et al.  A neuromodulatory role for the human amygdala in processing emotional facial expressions. , 1998, Brain : a journal of neurology.

[82]  Alan C. Evans,et al.  Searching scale space for activation in PET images , 1996, Human brain mapping.

[83]  Karl J. Friston,et al.  A unified statistical approach for determining significant signals in images of cerebral activation , 1996, Human brain mapping.

[84]  Karl J. Friston,et al.  Assessing the significance of focal activations using their spatial extent , 1994, Human brain mapping.