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Shalev I, Shamay-Tsoory SG, Montag C, Assaf M, Smith MJ, Eran A, Uzefovsky F. Empathic disequilibrium in schizophrenia: An individual participant data meta-analysis. J Psychiatr Res 2025; 181:253-261. [PMID: 39637716 DOI: 10.1016/j.jpsychires.2024.11.045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 11/10/2024] [Accepted: 11/21/2024] [Indexed: 12/07/2024]
Abstract
Schizophrenia involves substantial social difficulties, yet their nature remains unclear. Although empathy has been considered a promising social cognition construct, inconsistent findings have undermined its usefulness as a stable index for schizophrenia. This may be because previous studies overlooked the interdependency between the emotional and cognitive components of empathy. In this study, we investigated whether empathic disequilibrium, the intrapersonal imbalance between emotional and cognitive empathy, could be a meaningful schizophrenia marker. We conducted an individual-participant data meta-analysis, systematically searching the literature for studies involving participants with schizophrenia who completed the Interpersonal Reactivity Index, a validated empathy measure. Using emotional and cognitive empathy to capture empathic disequilibrium and the joint effect of cognitive and emotional empathy, we employed polynomial regression with response surface analysis to predict schizophrenia diagnosis and symptoms. Our analysis comprising ten studies (N = 1,080), revealed a non-linear association with the joint effect of cognitive and emotional empathy, as well as an association with empathic disequilibrium, suggesting emotional empathy overabundance, strongly and consistently predicted schizophrenia diagnosis. Additionally, empathic disequilibrium towards cognitive empathy overabundance was related to greater positive symptoms. The results suggest that empathic disequilibrium provides a stable behavioral marker related to schizophrenia, surpassing the utility of empathy alone. The findings deepen our understanding of schizophrenia phenomenology and can advance clinical and research practices.
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Affiliation(s)
- Ido Shalev
- Psychology Department, Ben-Gurion University, Beer-Sheba, Israel
| | | | - Christiane Montag
- Department of Psychiatry and Psychotherapy, Charité Campus Mitte, Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Michal Assaf
- Olin Neuropsychiatry Research Center, Institute of Living, Hartford Hospital, Hartford, CT, USA; Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
| | - Matthew J Smith
- School of Social Work, University of Michigan, Ann Arbor, MI, USA
| | - Alal Eran
- Computational Health Informatics Program, Boston Children's Hospital, Boston, MA, USA
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Feroz FS, Leicht G, Rauh J, Mulert C. The Time Course of Dorsal and Rostral-Ventral Anterior Cingulate Cortex Activity in the Emotional Stroop Experiment Reveals Valence and Arousal Aberrant Modulation in Patients with Schizophrenia. Brain Topogr 2018; 32:161-177. [PMID: 30288663 PMCID: PMC6327077 DOI: 10.1007/s10548-018-0677-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2018] [Accepted: 09/10/2018] [Indexed: 11/05/2022]
Abstract
This paper aims to investigate the temporal dynamics within the dorsal anterior cingulate cortex (dACC) and the rostral-ventral (rv) ACC during the interaction of emotional valence and arousal with cognitive control in patients with Schizophrenia (SZ). Although cognitive deficits in SZ are highly relevant and emotional disturbances are common, the temporal relationship of brain regions involved in the interaction of emotional and cognitive processing in SZ is yet to be determined. To address this issue, the reaction time (RT), event-related potential (ERP) and temporal dynamics of the dACC and rvACC activity were compared between SZ subjects and healthy controls (HC), using a modified emotional Stroop experiment (with factors namely congruence, arousal and valence). EEG was recorded with 64 channels and source localisation was performed using the sLORETA software package. We observed slower initial increase and lower peaks of time course activity within the dACC and rvACC in the SZ group. In this particular group, the dACC activity during late negativity was negatively correlated with a significantly higher RT in the high arousal conflict condition. In contrast to HC subjects, at the N450 window, there was no significant valence (ERP and rvACC ROI) modulation effect in the SZ subjects. Using high density EEG and source localisation, it was possible to distinguish various disturbances within the dACC and rvACC in patients with SZ, during emotion–cognition processing.
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Affiliation(s)
- F S Feroz
- Psychiatry Neuroimaging Branch (PNB), Department of Psychiatry and Psychotherapy, University Medical Center Hamburg - Eppendorf, 20246, Hamburg, Germany.,Center for Telecommunication Research and Innovation (CeTRI), Fakulti Kejuruteraan Elektronik dan Kejuruteraan Komputer (FKEKK), Universiti Teknikal Malaysia Melaka (UTeM), Malacca, Malaysia
| | - G Leicht
- Psychiatry Neuroimaging Branch (PNB), Department of Psychiatry and Psychotherapy, University Medical Center Hamburg - Eppendorf, 20246, Hamburg, Germany
| | - J Rauh
- Psychiatry Neuroimaging Branch (PNB), Department of Psychiatry and Psychotherapy, University Medical Center Hamburg - Eppendorf, 20246, Hamburg, Germany
| | - C Mulert
- Psychiatry Neuroimaging Branch (PNB), Department of Psychiatry and Psychotherapy, University Medical Center Hamburg - Eppendorf, 20246, Hamburg, Germany. .,Centre for Psychiatry and Psychotherapy, Justus Liebig University, Giessen, Germany.
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Sabharwal A, Szekely A, Kotov R, Mukherjee P, Leung HC, Barch DM, Mohanty A. Transdiagnostic neural markers of emotion-cognition interaction in psychotic disorders. JOURNAL OF ABNORMAL PSYCHOLOGY 2016; 125:907-922. [PMID: 27618279 PMCID: PMC5576592 DOI: 10.1037/abn0000196] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Deficits in working memory (WM) and emotion processing are prominent impairments in psychotic disorders, and have been linked to reduced quality of life and real-world functioning. Translation of knowledge regarding the neural circuitry implementing these deficits into improved diagnosis and targeted treatments has been slow, possibly because of categorical definitions of disorders. Using the dimensional Research Domain Criteria (RDoC) framework, we investigated the clinical and practical utility of transdiagnostic behavioral and neural measures of emotion-related WM disruption across psychotic disorders. Behavioral and functional MRI data were recorded while 53 participants with psychotic disorders and 29 participants with no history of psychosis performed a modified n-back task with fear and neutral distractors. Hierarchical regression analyses showed that psychotic symptoms entered after diagnosis accounted for unique variance in fear versus neutral accuracy and activation in the ventrolateral, dorsolateral, and dorsomedial prefrontal cortex, but diagnostic group entered after psychotic symptoms did not. These results remained even after controlling for negative symptoms, disorganized symptoms, and dysphoria. Finally, worse accuracy and greater prefrontal activity were associated with poorer social functioning and unemployment across diagnostic groups. Present results support the transdiagnostic nature of behavioral and neuroimaging measures of emotion-related WM disruption as they relate to psychotic symptoms, irrespective of diagnosis. They also provide support for the practical utility of these markers in explaining real-world functioning. Overall, these results elucidate key aspects of the RDoC construct of WM maintenance by clarifying its transdiagnostic importance and clinical utility in psychotic disorders. (PsycINFO Database Record
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Affiliation(s)
| | - Akos Szekely
- Department of Psychology, Stony Brook University
| | - Roman Kotov
- Department of Psychiatry, Stony Brook University
| | | | | | - Deanna M. Barch
- Departments of Psychology, Psychiatry, and Radiology, Washington University in St. Louis
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Emotional effect on cognitive control in implicit memory tasks in patients with schizophrenia. Neuroreport 2016; 26:647-55. [PMID: 26103120 DOI: 10.1097/wnr.0000000000000405] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
The aim of this study was to reveal a potential effect of emotion on cognitive control in the implicit memory task with emotionally neutral and unpleasant words in healthy controls and patients with schizophrenia using a 3.0 T functional MRI (fMRI). A total of 15 patients with schizophrenia and 15 healthy controls underwent the fMRI. fMRI data were obtained while the participants performed the implicit memory tasks with emotionally neutral and unpleasant words. During the implicit memory retrieval with emotionally neutral words, the predominant activation areas observed in patients in contrast to healthy controls included the precuneus, superior parietal gyrus, and dorsolateral prefrontal cortex (dlPFC). In the implicit memory retrieval with unpleasant words, patients with schizophrenia showed dominant activities in the superior and middle temporal gyri, fusiform gyrus, supramarginal gyrus, postcentral gyrus, occipital gyrus, lingual gyrus, parahippocampal gyrus, amygdala, and insula as well as precuneus, superior parietal gyrus, and dlPFC. Blood-oxygen-level-dependent signal changes in the dlPFC were correlated positively with the scores of the negative symptoms under the PANSS during implicit memory retrieval with unpleasant words in patients with schizophrenia. These findings would be useful to understand the neural mechanisms related to general impairment of cognitive and emotional functions commonly observed in schizophrenia.
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Olfactory Acuity and Automatic Associations to Odor Words Modulate Adverse Effects of Ammonia. CHEMOSENS PERCEPT 2016. [DOI: 10.1007/s12078-016-9202-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Pinheiro AP, Del Re E, Nestor PG, Mezin J, Rezaii N, McCarley RW, Gonçalves ÓF, Niznikiewicz M. Abnormal interactions between context, memory structure, and mood in schizophrenia: an ERP investigation. Psychophysiology 2015; 52:20-31. [PMID: 25047946 DOI: 10.1111/psyp.12289] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2014] [Accepted: 06/08/2014] [Indexed: 02/06/2023]
Abstract
This study used event-related potentials to examine interactions between mood, sentence context, and semantic memory structure in schizophrenia. Seventeen male chronic schizophrenia and 15 healthy control subjects read sentence pairs after positive, negative, or neutral mood induction. Sentences ended with expected words (EW), within-category violations (WCV), or between-category violations (BCV). Across all moods, patients showed sensitivity to context indexed by reduced N400 to EW relative to both WCV and BCV. However, they did not show sensitivity to the semantic memory structure. N400 abnormalities were particularly enhanced under a negative mood in schizophrenia. These findings suggest abnormal interactions between mood, context processing, and connections within semantic memory in schizophrenia, and a specific role of negative mood in modulating semantic processes in this disease.
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Affiliation(s)
- Ana P Pinheiro
- Neuropsychophysiology Laboratory, CIPsi, School of Psychology, University of Minho, Braga, Portugal; Cognitive Neuroscience Laboratory, Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA
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Suazo V, Díez Á, Tamayo P, Montes C, Molina V. Limbic hyperactivity associated to verbal memory deficit in schizophrenia. J Psychiatr Res 2013; 47:843-50. [PMID: 23490064 DOI: 10.1016/j.jpsychires.2013.02.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2012] [Revised: 01/21/2013] [Accepted: 02/07/2013] [Indexed: 10/27/2022]
Abstract
In schizophrenia there seems to be an inefficient activation of prefrontal and hippocampal regions. Patients tend to show worse cognitive performance in functions subserved by those regions as compared to healthy controls in spite of higher regional activation. However, the association between activation abnormalities and cognitive deficits remains without being understood. In the present study, we compared cerebral perfusion using single-photon emission tomography (SPECT) in patients and controls to study the association between activation patterns and cognitive performance in this disease. The SPECT studies were simultaneously obtained with an electrophysiological recording during a P300 paradigm to elicit P3a and P3b components. We included 23 stable patients with paranoid schizophrenia and 29 healthy controls that underwent clinical and cognitive assessments. Patients with schizophrenia showed an increased perfusion in the right hippocampus with respect to healthy controls, they also displayed a statistically significant inverse association between perfusion in the left hippocampus and verbal memory performance. Healthy controls showed an inverse association between perfusion in the left dorsolateral prefrontal (DLPFC) region and working memory performance. P3b but not P3a amplitude was significantly lower in patients. The limbic overactivation in the patients may contribute to their cognitive deficits in verbal memory.
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Affiliation(s)
- Vanessa Suazo
- Institute of Biomedical Research (IBSAL), Salamanca, Spain
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Vercammen A, Morris R, Green MJ, Lenroot R, Kulkarni J, Carr VJ, Weickert CS, Weickert TW. Reduced neural activity of the prefrontal cognitive control circuitry during response inhibition to negative words in people with schizophrenia. J Psychiatry Neurosci 2012; 37:379-88. [PMID: 22617625 PMCID: PMC3493093 DOI: 10.1503/jpn.110088] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND Schizophrenia is characterized by deficits in executive control and impairments in emotion processing. This study assessed the nature and extent of potential alterations in the neural substrates supporting the interaction between cognitive control mechanisms and emotion attribution processes in people with schizophrenia. METHODS Functional magnetic resonance imaging was performed during a verbal emotional go/no-go task. People with schizophrenia and healthy controls responded to word stimuli of a prespecified emotional valence (positive, negative or neutral) while inhibiting responses to stimuli of a different valence. RESULTS We enrolled 20 people with schizophrenia and 23 controls in the study. Healthy controls activated an extensive dorsal prefrontal-parietal network while inhibiting responses to negative words compared to neutral words, but showed deactivation of the midcingulate cortex while inhibiting responses to positive words compared to neutral words. People with schizophrenia failed to activate this network during response inhibition to negative words, whereas during response inhibition to positive words they did not deactivate the cingulate, but showed increased responsivity in the frontal cortex. LIMITATIONS Sample heterogeneity is characteristic of studies of schizophrenia and may have contributed to more variable neural responses in the patient sample despite the care taken to control for potentially confounding variables. CONCLUSION Our results showed that schizophrenia is associated with aberrant modulation of neural responses during the interaction between cognitive control and emotion processing. Failure of the frontal circuitry to regulate goal-directed behaviour based on emotion attributions may contribute to deficits in psychosocial functioning in daily life.
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Affiliation(s)
- Ans Vercammen
- Neuroscience Research Australia, Randwick, Australia.
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Mammarella N, Fairfield B, De Leonardis V, Carretti B, Borella E, Frisullo E, Di Domenico A. Is there an affective working memory deficit in patients with chronic schizophrenia? Schizophr Res 2012; 138:99-101. [PMID: 22507636 DOI: 10.1016/j.schres.2012.03.028] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2011] [Revised: 03/07/2012] [Accepted: 03/21/2012] [Indexed: 11/17/2022]
Abstract
Research interest in affective working memory has rapidly grown in the last decade. In this study we investigated working memory functions for affective and neutral words in a group of 22 patients with chronic schizophrenia and 22 healthy controls. In particular, participants were administered the operation working memory span task in which affective and neutral words had to be remembered. Results showed that patients made significantly more intrusion errors, recalling off-goal information, and showed poorer long-term memory performance than controls. In addition, affective trials showed the largest number of intrusion errors. These results suggest that a general attentional control deficit, especially over affective information, may underly failures to remember in chronic schizophrenia patients.
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Affiliation(s)
- Nicola Mammarella
- Department of Neuroscience and Imaging, University of Chieti, Italy.
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Current world literature. Curr Opin Psychiatry 2012; 25:155-62. [PMID: 22297717 DOI: 10.1097/yco.0b013e3283514a53] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Taylor SF, Kang J, Brege IS, Tso IF, Hosanagar A, Johnson TD. Meta-analysis of functional neuroimaging studies of emotion perception and experience in schizophrenia. Biol Psychiatry 2012; 71:136-45. [PMID: 21993193 PMCID: PMC3237865 DOI: 10.1016/j.biopsych.2011.09.007] [Citation(s) in RCA: 211] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2011] [Revised: 09/13/2011] [Accepted: 09/13/2011] [Indexed: 11/26/2022]
Abstract
BACKGROUND Neuroimaging studies of emotion in schizophrenia have reported abnormalities in amygdala and other regions, although divergent results and heterogeneous paradigms complicate conclusions from single experiments. To identify more consistent patterns of dysfunction, a meta-analysis of functional imaging studies of emotion was undertaken. METHODS Searching Medline and PsycINFO databases through January 2011, 88 potential articles were identified, of which 26 met inclusion criteria, comprising 450 patients with schizophrenia and 422 healthy comparison subjects. Contrasts were selected to include emotion perception and emotion experience. Foci from individual studies were subjected to a voxelwise meta-analysis using multilevel kernel density analysis. RESULTS For emotional experience, comparison subjects showed greater activation in the left occipital pole. For emotional perception, schizophrenia subjects showed reduced activation in bilateral amygdala, visual processing areas, anterior cingulate cortex, dorsolateral frontal cortex, medial frontal cortex, and subcortical structures. Schizophrenia subjects showed greater activation in the cuneus, parietal lobule, precentral gyrus, and superior temporal gyrus. Combining across studies and eliminating studies that did not balance on effort and stimulus complexity eliminated most differences in visual processing regions as well as most areas where schizophrenia subjects showed a greater signal. Reduced reactivity of the amygdala appeared primarily in implicit studies of emotion, whereas deficits in anterior cingulate cortex activity appeared throughout all contrasts. CONCLUSIONS Processing emotional stimuli, schizophrenia patients show reduced activation in areas engaged by emotional stimuli, although in some conditions, schizophrenia patients exhibit increased activation in areas outside those traditionally associated with emotion, possibly representing compensatory processing.
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Affiliation(s)
- Stephan F. Taylor
- Department of Psychiatry, University of Michigan,To whom correspondence should be addressed: Department of Psychiatry, Rachel Upjohn Building, 4250 Plymouth Rd, Ann Arbor MI 48109-2700, Phone: (734) 936-4955 Fax: (734) 936-7868,
| | - Jian Kang
- School of Public Health Department of Biostatistics, University of Michigan
| | | | - Ivy F. Tso
- Department of Psychology, University of Michigan
| | - Avinash Hosanagar
- Department of Psychiatry, University of Michigan,Ann Arbor Veterans Administration Medical Center
| | - Timothy D. Johnson
- School of Public Health Department of Biostatistics, University of Michigan
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From semantics to feelings: how do individuals with schizophrenia rate the emotional valence of words? SCHIZOPHRENIA RESEARCH AND TREATMENT 2012; 2012:431823. [PMID: 22966437 PMCID: PMC3420789 DOI: 10.1155/2012/431823] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2011] [Accepted: 03/15/2012] [Indexed: 11/17/2022]
Abstract
Schizophrenia is characterized by both emotional and language abnormalities. However, in spite of reports of preserved evaluation of valence of affective stimuli, such as pictures, it is less clear how individuals with schizophrenia assess verbal material with emotional valence, for example, the overall unpleasantness/displeasure relative to pleasantness/attraction of a word. This study aimed to investigate how schizophrenic individuals rate the emotional valence of adjectives, when compared with a group of healthy controls. One hundred and eighty-four adjectives differing in valence were presented. These adjectives were previously categorized as "neutral," "positive" (pleasant), or "negative" (unpleasant) by five judges not participating in the current experiment. Adjectives from the three categories were matched on word length, frequency, and familiarity. Sixteen individuals with schizophrenia diagnosis and seventeen healthy controls were asked to rate the valence of each word, by using a computerized version of the Self-Assessment Manikin (Bradley and Lang, 1994). Results demonstrated similar ratings of emotional valence of words, suggesting a similar representation of affective knowledge in schizophrenia, at least in terms of the valence dimension.
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