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Li Z, Pulopulos M, Allaert J, De Smet S, De Wandel L, Kappen M, Puttevils L, Razza LB, Schoonjans E, Vanhollebeke G, Baeken C, De Raedt R, Vanderhasselt MA. Vagally-mediated HRV as a marker of trait rumination in healthy individuals? A large cross-sectional analysis. Psychophysiology 2024; 61:e14448. [PMID: 37779356 DOI: 10.1111/psyp.14448] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 08/29/2023] [Accepted: 08/29/2023] [Indexed: 10/03/2023]
Abstract
The tendency to ruminate (i.e., repetitive, self-referential, negative thoughts) is a maladaptive form of emotional regulation and represents a transdiagnostic vulnerability factor for stress-related psychopathology. Vagally-mediated heart rate variability (vmHRV) provides a non-invasive, surrogate measure of vagal modulation of the heart, and higher HRV is considered an indicator of susceptibility, or ability to respond to stress. Past research has suggested a link between trait rumination and vmHRV; however, inconsistent results exist in healthy individuals. In this study, we investigated the association between the tendency to ruminate, brooding, and reflection (using the Ruminative Response Scale) with vmHRV measured at baseline in a healthy population using a large cross-sectional dataset (N = 1189, 88% female; mean age = 21.55, ranging from 17 to 48 years old), which was obtained by combining samples of healthy individuals from different studies from our laboratory. The results showed no cross-sectional correlation between vmHRV and trait rumination (confirmed by Bayesian analysis), even after controlling for important confounders such as gender, age, and depressive symptoms. Also, a non-linear relationship was rejected. In summary, based on our results in a large sample of healthy individuals, vmHRV is not a marker of trait rumination (as measured by the Ruminative Response Scale).
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Affiliation(s)
- Zefeng Li
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Matias Pulopulos
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Jens Allaert
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Stefanie De Smet
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Linde De Wandel
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Mitchel Kappen
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Louise Puttevils
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Lais B Razza
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Emmanuelle Schoonjans
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Gert Vanhollebeke
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Chris Baeken
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
- Department of Psychiatry (UZ Brussel), Vrije Universiteit Brussel, Ixelles, Belgium
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, the Netherlands
| | - Rudi De Raedt
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Marie-Anne Vanderhasselt
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
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Mikneviciute G, Allaert J, Pulopulos MM, De Raedt R, Kliegel M, Ballhausen N. Acute stress impacts reaction times in older but not in young adults in a flanker task. Sci Rep 2023; 13:17690. [PMID: 37848597 PMCID: PMC10582047 DOI: 10.1038/s41598-023-44356-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 10/06/2023] [Indexed: 10/19/2023] Open
Abstract
Acute psychosocial stress effects on inhibition have been investigated in young adults, but little is known about these effects in older adults. The present study investigated effects of the Trier Social Stress Test on cognitive inhibition (i.e., ability to ignore distracting information) using a cross-over (stress vs. control) design in healthy young (N = 50; 18-30 years; Mage = 23.06) versus older adults (N = 50; 65-84 years; Mage = 71.12). Cognitive inhibition was measured by a letter flanker task and psychophysiological measures (cortisol, heart rate, subjective stress) validated the stress induction. The results showed that while stress impaired overall accuracy across age groups and sessions, stress (vs. control) made older adults' faster in session 1 and slower in session 2. Given that session 2 effects were likely confounded by practice effects, these results suggest that acute psychosocial stress improved older adults' RTs on a novel flanker task but impaired RTs on a practiced flanker task. That is, the interaction between stress and learning effects might negatively affect response execution when testing older adults on flanker tasks. If confirmed by future research, these results might have important implications especially in settings where repeated cognitive testing is performed under acute stress.
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Affiliation(s)
- Greta Mikneviciute
- NCCR LIVES-Overcoming Vulnerability: Life Course Perspectives, Swiss National Centre of Competence in Research, University of Geneva, Geneva, Switzerland.
- Centre for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Boulevard du Pont d'Arve 28, 1205, Geneva, Switzerland.
| | - Jens Allaert
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
- Ghent Experimental Psychiatry Lab, Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Ghent, Belgium
| | - Matias M Pulopulos
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Rudi De Raedt
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
- Ghent Experimental Psychiatry Lab, Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Ghent, Belgium
| | - Matthias Kliegel
- NCCR LIVES-Overcoming Vulnerability: Life Course Perspectives, Swiss National Centre of Competence in Research, University of Geneva, Geneva, Switzerland
- Centre for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Boulevard du Pont d'Arve 28, 1205, Geneva, Switzerland
- Department of Psychology, University of Geneva, Geneva, Switzerland
| | - Nicola Ballhausen
- Centre for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Boulevard du Pont d'Arve 28, 1205, Geneva, Switzerland
- Department of Developmental Psychology, Tilburg University, Tilburg, The Netherlands
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Vanderhasselt MA, Sanchez-Lopez A, Pulopulos M, Razza LB, De Smet S, Brunoni AR, Baeken C, De Raedt R, Allaert J. Prefrontal transcranial direct current stimulation over the right prefrontal cortex reduces proactive and reactive control performance towards emotional material in healthy individuals. Int J Clin Health Psychol 2023; 23:100384. [PMID: 36922929 PMCID: PMC10009075 DOI: 10.1016/j.ijchp.2023.100384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 02/21/2023] [Indexed: 03/07/2023] Open
Abstract
The prefrontal cortex plays a crucial role in cognitive processes, both during anticipatory and reactive modes of cognitive control. Transcranial Direct Current Stimulation (tDCS) can modulate these cognitive resources. However, there is a lack of research exploring the impact of tDCS on emotional material processing in the prefrontal cortex, particularly in regard to proactive and reactive modes of cognitive control. In this study, 35 healthy volunteers underwent both real and sham tDCS applied to the right prefrontal cortex in a counterbalanced order, and then completed the Cued Emotion Control Task (CECT). Pupil dilation, a measure of cognitive resource allocation, and behavioral outcomes, such as reaction time and accuracy, were collected. The results indicate that, as compared to sham stimulation, active right-sided tDCS reduced performance and resource allocation in both proactive and reactive modes of cognitive control. These findings highlight the importance of further research on the effects of tDCS applied to the right prefrontal cortex on cognitive engagement, particularly for clinical trials utilizing the present electrode montage in combination with cognitive interventions.
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Affiliation(s)
- Marie-Anne Vanderhasselt
- Department of Head and Skin, Psychiatry and Medical Psychology, Ghent University Hospital, Ghent University, Ghent, Belgium
- Ghent Experimental Psychiatry (GHEP) lab, Ghent, Belgium
| | - Alvaro Sanchez-Lopez
- Department of Personality, Assessment and Clinical Psychology, Complutense University of Madrid, Spain
| | - Matias Pulopulos
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Lais B. Razza
- Department of Head and Skin, Psychiatry and Medical Psychology, Ghent University Hospital, Ghent University, Ghent, Belgium
- Ghent Experimental Psychiatry (GHEP) lab, Ghent, Belgium
| | - Stefanie De Smet
- Department of Head and Skin, Psychiatry and Medical Psychology, Ghent University Hospital, Ghent University, Ghent, Belgium
- Ghent Experimental Psychiatry (GHEP) lab, Ghent, Belgium
| | - André Russowsky Brunoni
- Serviço Interdisciplinar de Neuromodulação, Laboratório de Neurociências (LIM-27), Departamento e Instituto de Psiquiatria, Hospital das Clínicas, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil
- Departamento de Clínica Médica, Faculdade de Medicina da Universidade de São Paulo & Hospital Universitário, Universidade de São Paulo, Av. Prof Lineu Prestes 2565, 05508-000, São Paulo, Brazil
- Hospital Universitário, Universidade de São Paulo, São Paulo, Brazil
| | - Chris Baeken
- Department of Head and Skin, Psychiatry and Medical Psychology, Ghent University Hospital, Ghent University, Ghent, Belgium
- Ghent Experimental Psychiatry (GHEP) lab, Ghent, Belgium
- Vrije Universiteit Brussels (VUB): Department of Psychiatry (UZBrussel), Belgium
- Eindhoven University of Technology, Department of Electrical Engineering, the Netherlands
| | - Rudi De Raedt
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Jens Allaert
- Department of Head and Skin, Psychiatry and Medical Psychology, Ghent University Hospital, Ghent University, Ghent, Belgium
- Ghent Experimental Psychiatry (GHEP) lab, Ghent, Belgium
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
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Puttevils L, De Bruecker M, Allaert J, Sanchez-Lopez A, De Schryver N, Vervaet M, Baeken C, Vanderhasselt MA. Attentional bias to food during free and instructed viewing in anorexia nervosa: An eye tracking study. J Psychiatr Res 2023; 164:468-476. [PMID: 37437319 DOI: 10.1016/j.jpsychires.2023.06.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2022] [Revised: 06/05/2023] [Accepted: 06/27/2023] [Indexed: 07/14/2023]
Abstract
Previous research has shown that patients with anorexia nervosa (AN) show an attentional bias to food. However, due to different conceptualizations of attentional bias and the use of various paradigms, results are inconclusive and more precise insights into the exact nature of this attentional bias are needed. Therefore, an eye-tracking paradigm with food (low and high caloric) and non-food (objects) pictures was used to investigate biases in AN patients (n = 25) compared to healthy controls (n = 22). Several indices of visual attention were examined, both during free (initial orientation, fixation frequency, fixation time) and explicitly instructed (engagement, disengagement) viewing. Our results during the free viewing phase indicated that AN patients (as compared to healthy matched controls) looked less frequently and spent less time fixating on food stimuli, compared to the comparison group. No differences between both groups (n = 47) in initial orientation could be observed. Interestingly, during the instructed viewing phase, no differences between the patient and the comparison group were observed in engagement or disengagement to food stimuli. These results suggest an (initial) attentional avoidance of food in AN patients when closely investigating spontaneous attentional processes, while this could not be observed during gaze behaviour when receiving clear instructions. Hence, future research should look into how attentional bias during spontaneous gaze patterns could serve as a potential marker of AN, and how targeting this bias could be applied in treatment interventions.
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Affiliation(s)
- Louise Puttevils
- Department of Head and Skin, Ghent University, Belgium; Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium.
| | - Marie De Bruecker
- Department of Head and Skin, Ghent University, Belgium; Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium
| | - Jens Allaert
- Department of Head and Skin, Ghent University, Belgium; Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium; Department of Experimental-Clinical and Health Psychology, Ghent University, Belgium
| | | | - Nele De Schryver
- Department of Psychiatry, Center for Eating Disorders, Ghent University Hospital, K12F, C. Heymanslaan 10, 9000, Ghent, Belgium
| | | | - Chris Baeken
- Department of Head and Skin, Ghent University, Belgium; Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium; Department of Psychiatry, University Hospital (UZ Brussel), Brussels, Belgium
| | - Marie-Anne Vanderhasselt
- Department of Head and Skin, Ghent University, Belgium; Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium; Department of Experimental-Clinical and Health Psychology, Ghent University, Belgium
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Mikneviciute G, Pulopulos MM, Allaert J, Armellini A, Rimmele U, Kliegel M, Ballhausen N. Adult age differences in the psychophysiological response to acute stress. Psychoneuroendocrinology 2023; 153:106111. [PMID: 37075654 DOI: 10.1016/j.psyneuen.2023.106111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 04/07/2023] [Accepted: 04/09/2023] [Indexed: 04/21/2023]
Abstract
Age-related differences in the psychophysiology of the acute stress response are poorly understood given the limited number of studies and the high heterogeneity of findings. The present study contributes by investigating age differences in both the psychological and physiological responses to acute stress in a sample of healthy younger (N = 50; 18-30; Mage = 23.06; SD = 2.90) and older adults (N = 50; 65-84; Mage = 71.12; SD = 5.02). Specifically, the effects of psychosocial stress (i.e., age-adapted Trier Social Stress Test) were investigated at numerous timepoints throughout the stress response phases (i.e., baseline, anticipation, reactivity, recovery) on cortisol, heart rate, subjective stress, and anticipatory appraisal of the stressful situation. The study was conducted in a between-subject (younger vs. older) cross-over (stress vs. control) design. Results revealed age-related differences in both physiological and psychological variables: older adults had overall lower salivary cortisol levels in the stress and control conditions and lower stress-induced cortisol increase (i.e., AUCi). In addition, older adults' cortisol reactivity was delayed compared to younger adults. Older adults showed a lower heart rate response in the stress condition while no age differences were observed in the control condition. Finally, older adults reported less subjective stress and a less negative stress appraisal during the anticipation phase than younger adults, which could potentially explain lower physiological reactivity in this age group. Results are discussed in relation to the existing literature, potential underlying mechanisms, and future directions for the field.
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Affiliation(s)
- Greta Mikneviciute
- NCCR LIVES-Overcoming Vulnerability: Life Course Perspectives, Swiss National Centre of Competence in Research, University of Geneva, Geneva, Switzerland; Centre for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Switzerland.
| | - Matias M Pulopulos
- Psychopathology and Affective Neuroscience Lab, Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Jens Allaert
- Psychopathology and Affective Neuroscience Lab, Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium; Ghent Experimental Psychiatry Lab, Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Ghent, Belgium
| | - Alexis Armellini
- NCCR LIVES-Overcoming Vulnerability: Life Course Perspectives, Swiss National Centre of Competence in Research, University of Geneva, Geneva, Switzerland
| | - Ulrike Rimmele
- Centre for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Switzerland; Department of Psychology, University of Geneva, Geneva, Switzerland; Swiss Center for Affective Sciences (CISA), University of Geneva, Geneva, Switzerland; Neurocenter, University of Geneva, Geneva, Switzerland
| | - Matthias Kliegel
- NCCR LIVES-Overcoming Vulnerability: Life Course Perspectives, Swiss National Centre of Competence in Research, University of Geneva, Geneva, Switzerland; Centre for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Switzerland; Department of Psychology, University of Geneva, Geneva, Switzerland
| | - Nicola Ballhausen
- Centre for the Interdisciplinary Study of Gerontology and Vulnerability, University of Geneva, Switzerland; Department of Developmental Psychology, Tilburg University, Tilburg, the Netherlands
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Kappen M, van der Donckt J, Vanhollebeke G, Allaert J, Degraeve V, Madhu N, Van Hoecke S, Vanderhasselt MA. Acoustic speech features in social comparison: how stress impacts the way you sound. Sci Rep 2022; 12:22022. [PMID: 36539505 PMCID: PMC9767914 DOI: 10.1038/s41598-022-26375-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Accepted: 12/14/2022] [Indexed: 12/24/2022] Open
Abstract
The use of speech as a digital biomarker to detect stress levels is increasingly gaining attention. Yet, heterogeneous effects of stress on specific acoustic speech features have been observed, possibly due to previous studies' use of different stress labels/categories and the lack of solid stress induction paradigms or validation of experienced stress. Here, we deployed a controlled, within-subject psychosocial stress induction experiment in which participants received both neutral (control condition) and negative (negative condition) comparative feedback after solving a challenging cognitive task. This study is the first to use a (non-actor) within-participant design that verifies a successful stress induction using both self-report (i.e., decreased reported valence) and physiological measures (i.e., increased heart rate acceleration using event-related cardiac responses during feedback exposure). Analyses of acoustic speech features showed a significant increase in Fundamental Frequency (F0) and Harmonics-to-Noise Ratio (HNR), and a significant decrease in shimmer during the negative feedback condition. Our results using read-out-loud speech comply with earlier research, yet we are the first to validate these results in a well-controlled but ecologically-valid setting to guarantee the generalization of our findings to real-life settings. Further research should aim to replicate these results in a free speech setting to test the robustness of our findings for real-world settings and should include semantics to also take into account what you say and not only how you say it.
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Affiliation(s)
- Mitchel Kappen
- grid.5342.00000 0001 2069 7798Department of Head and Skin, Department of Psychiatry and Medical Psychology, Ghent University, University Hospital Ghent (UZ Ghent), Corneel Heymanslaan 10-13K12, 9000 Ghent, Belgium ,grid.5342.00000 0001 2069 7798Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium ,grid.5342.00000 0001 2069 7798Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | | | - Gert Vanhollebeke
- grid.5342.00000 0001 2069 7798Department of Head and Skin, Department of Psychiatry and Medical Psychology, Ghent University, University Hospital Ghent (UZ Ghent), Corneel Heymanslaan 10-13K12, 9000 Ghent, Belgium ,grid.5342.00000 0001 2069 7798Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium ,grid.5342.00000 0001 2069 7798Department of Electronics and Information Systems, Ghent University, Ghent, Belgium
| | - Jens Allaert
- grid.5342.00000 0001 2069 7798Department of Head and Skin, Department of Psychiatry and Medical Psychology, Ghent University, University Hospital Ghent (UZ Ghent), Corneel Heymanslaan 10-13K12, 9000 Ghent, Belgium ,grid.5342.00000 0001 2069 7798Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium ,grid.5342.00000 0001 2069 7798Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Vic Degraeve
- grid.5342.00000 0001 2069 7798IDLab, Ghent University-Imec, Ghent, Belgium
| | - Nilesh Madhu
- grid.5342.00000 0001 2069 7798IDLab, Ghent University-Imec, Ghent, Belgium
| | - Sofie Van Hoecke
- grid.5342.00000 0001 2069 7798IDLab, Ghent University-Imec, Ghent, Belgium
| | - Marie-Anne Vanderhasselt
- grid.5342.00000 0001 2069 7798Department of Head and Skin, Department of Psychiatry and Medical Psychology, Ghent University, University Hospital Ghent (UZ Ghent), Corneel Heymanslaan 10-13K12, 9000 Ghent, Belgium ,grid.5342.00000 0001 2069 7798Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium
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Allaert J, Erdogan M, Sanchez-Lopez A, Baeken C, De Raedt R, Vanderhasselt MA. Prefrontal tDCS Attenuates Self-Referential Attentional Deployment: A Mechanism Underlying Adaptive Emotional Reactivity to Social-Evaluative Threat. Front Hum Neurosci 2021; 15:700557. [PMID: 34483865 PMCID: PMC8416079 DOI: 10.3389/fnhum.2021.700557] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 07/12/2021] [Indexed: 11/13/2022] Open
Abstract
Social-evaluative threat (SET) - a situation in which one could be negatively evaluated by others - elicits profound (psycho)physiological reactivity which, if chronically present and not adaptively regulated, has deleterious effects on mental and physical health. Decreased self-awareness and increased other-awareness are understood to be an adaptive response to SET. Attentional deployment - the process of selectively attending to certain aspects of emotional stimuli to modulate emotional reactivity - is supported by fronto-parietal and fronto-limbic networks, with the dorsolateral prefrontal cortex being a central hub. The primary aim of the current study was to investigate the effects of active (versus sham) prefrontal transcranial direct current stimulation (tDCS) on self and other-attentional deployment during the exposure to a SET context. Seventy-four female participants received active or sham tDCS and were subsequently exposed to a rigged social feedback paradigm. In this paradigm a series of social evaluations were presented together with a photograph of the supposed evaluator and a self- photograph of the participant, while gaze behavior (time to first fixation, total fixation time) and skin conductance responses (SCRs; a marker of emotional reactivity) were measured. For half of the evaluations, participants could anticipate the valence (negative or positive) of the evaluation a priori. Analyses showed that participants receiving active tDCS were (a) slower to fixate on their self-photograph, (b) spent less time fixating on their self-photograph, and (c) spent more time fixating on the evaluator photograph. During unanticipated evaluations, active tDCS was associated with less time spent fixating on the evaluation. Furthermore, among those receiving active tDCS, SCRs were attenuated as a function of slower times to fixate on the self-photograph. Taken together, these results suggest that in a context of SET, prefrontal tDCS decreases self-attention while increasing other-attention, and that attenuated self-referential attention specifically may be a neurocognitive mechanism through which tDCS reduces emotional reactivity. Moreover, the results suggest that tDCS reduces vigilance toward stimuli that possibly convey threatening information, corroborating past research in this area.
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Affiliation(s)
- Jens Allaert
- Ghent Experimental Psychiatry Lab, Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Ghent, Belgium
- Psychopathology and Affective Neuroscience Laboratory, Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Maide Erdogan
- Research in Developmental Disorders Lab, Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Alvaro Sanchez-Lopez
- Department of Clinical Psychology, Universidad Complutense de Madrid, Madrid, Spain
| | - Chris Baeken
- Ghent Experimental Psychiatry Lab, Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Ghent, Belgium
- Department of Psychiatry, Vrije Universiteit Brussel (VUB), Universitair Ziekenhuis Brussel (UZ Brussel), Brussels, Belgium
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, Netherlands
| | - Rudi De Raedt
- Psychopathology and Affective Neuroscience Laboratory, Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Marie-Anne Vanderhasselt
- Ghent Experimental Psychiatry Lab, Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Ghent, Belgium
- Psychopathology and Affective Neuroscience Laboratory, Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
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Allaert J, De Raedt R, van der Veen FM, Baeken C, Vanderhasselt MA. Prefrontal tDCS attenuates counterfactual thinking in female individuals prone to self-critical rumination. Sci Rep 2021; 11:11601. [PMID: 34078934 PMCID: PMC8172930 DOI: 10.1038/s41598-021-90677-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Accepted: 04/30/2021] [Indexed: 12/12/2022] Open
Abstract
The tendency to ruminate (i.e., repetitive negative self-referential thoughts that perpetuate depressive mood) is associated with (a) an elevated propensity to maladaptively experience counterfactual thinking (CFT) and regret, and (b) hypo-activity of the left dorsolateral prefrontal cortex (DLPFC). The goal of this study was to investigate whether anodal transcranial direct current stimulation (tDCS) over the left DLPFC, in function of self-critical rumination tendencies, momentarily reduces counterfactual thinking and regret (assessed via self-report and psychophysiological indices). Eighty healthy participants with different levels of self-critical rumination received either anodal or sham tDCS while performing a decision making task in which they were repeatedly confronted with optimal, suboptimal, and non-optimal choice outcomes. The results showed that among rumination-prone individuals, anodal (versus sham) tDCS was associated with decreased CFT and attenuated psychophysiological reactivity to the differential choice outcomes. Conversely, among low rumination-prone individuals, anodal (versus sham) tDCS was associated with increased CFT and regret, but in absence of any effects on psychophysiological reactivity. Potential working mechanisms for these differential tDCS effects are discussed. Taken together, these results provide initial converging evidence for the adaptive effects of left prefrontal tDCS on CFT and regret to personal choice outcomes among individuals prone to engage in self-critical rumination.
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Affiliation(s)
- Jens Allaert
- Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), 1K12F, Corneel Heymanslaan 10, 9000, Ghent, Belgium. .,Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium. .,Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium.
| | - Rudi De Raedt
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Frederik M van der Veen
- Department of Psychology, Education and Child Studies, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Chris Baeken
- Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), 1K12F, Corneel Heymanslaan 10, 9000, Ghent, Belgium.,Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium.,Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium.,Department of Psychiatry, Vrije Universiteit Brussel (VUB), University Hospital UZBrussel, Brussels, Belgium
| | - Marie-Anne Vanderhasselt
- Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), 1K12F, Corneel Heymanslaan 10, 9000, Ghent, Belgium.,Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium.,Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
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9
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Pulopulos M, Allaert J, Vanderhasselt MA, Sanchez-Lopez A, De Witte S, Baeken C, De Raedt R. Effects of HF-rTMS over the left and right DLPFC on proactive and reactive cognitive control. Soc Cogn Affect Neurosci 2020; 17:109-119. [PMID: 32613224 PMCID: PMC8824550 DOI: 10.1093/scan/nsaa082] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Revised: 03/24/2020] [Accepted: 06/15/2020] [Indexed: 01/02/2023] Open
Abstract
Previous research supports the distinction between proactive and reactive control. Although the dorsolateral prefrontal cortex (DLPFC) has been consistently related to these processes, lateralization of proactive and reactive control is still under debate. We manipulated brain activity to investigate the role of the left and right DLPFC in proactive and reactive cognitive control. Using a single-blind, sham-controlled crossover within-subjects design, 25 young healthy females performed the 'AX' Continuous Performance Task after receiving sham versus active High-Frequency repetitive Transcranial Magnetic Stimulation (HF-rTMS) to increase left and right DLPFC activity. RTs and pupillometry were used to assess patterns of proactive and reactive cognitive control and task-related resource allocation respectively. We observed that, compared to sham, HF-rTMS over the left DLPFC increased proactive control. After right DLPFC HF-rTMS, participants showed slower RTs on AX trials, suggesting more reactive control. However, this latter result was not supported by RTs on BX trials (i.e. the trial that specifically assess reactive control). Pupil measures showed a sustained increase in resource allocation after both active left and right HF-rTMS. Our results with RT data provide evidence on the role of the left DLPFC in proactive control and suggest that the right DLPFC is implicated in reactive control.
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Affiliation(s)
- Matias Pulopulos
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium
| | - Jens Allaert
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium.,Department of Head and Skin, Ghent University, Belgium.,Ghent Experimental Psychiatry (GHEP) Lab, Belgium
| | - Marie-Anne Vanderhasselt
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium.,Department of Head and Skin, Ghent University, Belgium.,Ghent Experimental Psychiatry (GHEP) Lab, Belgium
| | - Alvaro Sanchez-Lopez
- Department of Personality, Evaluation and Psychological Treatment, Complutense University of Madrid, Spain
| | - Sara De Witte
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium.,Department of Head and Skin, Ghent University, Belgium.,Ghent Experimental Psychiatry (GHEP) Lab, Belgium
| | - Chris Baeken
- Department of Head and Skin, Ghent University, Belgium.,Ghent Experimental Psychiatry (GHEP) Lab, Belgium.,Department of Psychiatry, University Hospital Brussels (UZBrussel), Belgium
| | - Rudi De Raedt
- Department of Experimental Clinical and Health Psychology, Ghent University, Belgium
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Kiyar M, Allaert J, Collet S, Vanderhasselt MA, T'Sjoen G, Mueller S. P-06-10 It Hurts when Being Judged: An Eye Tracking Study in Transgender People. J Sex Med 2020. [DOI: 10.1016/j.jsxm.2020.04.353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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11
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Allaert J, De Raedt R, Sanchez-Lopez A, Baeken C, Vanderhasselt MA. Mind the social feedback: effects of tDCS applied to the left DLPFC on psychophysiological responses during the anticipation and reception of social evaluations. Soc Cogn Affect Neurosci 2020; 17:131-141. [PMID: 32412085 PMCID: PMC8824563 DOI: 10.1093/scan/nsaa066] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2019] [Revised: 03/13/2020] [Accepted: 05/04/2020] [Indexed: 12/22/2022] Open
Abstract
The left dorsolateral prefrontal cortex (lDLPFC) is implicated in anticipatory (i.e. during anticipation of emotional stimuli) and online (i.e. during confrontation with emotional stimuli) emotion regulatory processes. However, research that investigates the causal role of the lDLPFC in these processes is lacking. In this study, 74 participants received active or sham transcranial direct current stimulation (tDCS) over the lDLPFC. Participants were told strangers evaluated them. These (rigged) social evaluations were presented, and in 50% of the trials, participants could anticipate the valence (positive or negative) of the upcoming social feedback. Pupil dilation (a marker of cognitive resource allocation), and skin conductance responses (a marker of arousal) were measured. The results indicate that active (compared to sham) tDCS reduced arousal during the confrontation with anticipated feedback, but only marginally during the confrontation with unanticipated feedback. When participants were given the opportunity to anticipate the social feedback, tDCS reduced arousal, irrespective of whether one was anticipating or being confronted with the anticipated feedback. Moreover, tDCS reduced cognitive resource allocation during anticipation, which was associated with resource allocation increases during the subsequent confrontation. Altogether, results suggest that the lDLPFC is causally implicated in the interplay between anticipatory and online emotion regulatory processes.
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Affiliation(s)
- Jens Allaert
- Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Ghent, Belgium.,Ghent Experimental Psychiatry (GHEP) lab, Ghent University, Ghent, Belgium.,Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Rudi De Raedt
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | | | - Chris Baeken
- Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Ghent, Belgium.,Ghent Experimental Psychiatry (GHEP) lab, Ghent University, Ghent, Belgium.,Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium.,Department of Psychiatry, Vrije Universiteit Brussel (VUB), University Hospital UZBrussel, Brussels, Belgium
| | - Marie-Anne Vanderhasselt
- Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Ghent, Belgium.,Ghent Experimental Psychiatry (GHEP) lab, Ghent University, Ghent, Belgium.,Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
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12
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Pulopulos M, Allaert J, Vanderhasselt M, Sanchez-Lopez A, De Witte S, Baeken C, De Raedt R. P279 The role of the left and right DLPFC in proactive and reactive cognitive control: A HF-rTMS study. Clin Neurophysiol 2020. [DOI: 10.1016/j.clinph.2019.12.389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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13
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Vanderhasselt M, Allaert J, De Raedt R, Baeken C, krebs R, herremans S. P247 Bifrontal tDCS applied to the dorsolateral prefrontal cortex in heavy drinkers: influence on reward-triggered approach bias and alcohol consumption. Clin Neurophysiol 2020. [DOI: 10.1016/j.clinph.2019.12.357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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14
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Vanderhasselt MA, Allaert J, De Raedt R, Baeken C, Krebs RM, Herremans S. Bifrontal tDCS applied to the dorsolateral prefrontal cortex in heavy drinkers: Influence on reward-triggered approach bias and alcohol consumption. Brain Cogn 2020; 138:105512. [DOI: 10.1016/j.bandc.2019.105512] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Revised: 12/12/2019] [Accepted: 12/12/2019] [Indexed: 12/21/2022]
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15
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Allaert J, Sanchez-Lopez A, De Raedt R, Baeken C, Vanderhasselt MA. Inverse effects of tDCS over the left versus right DLPC on emotional processing: A pupillometry study. PLoS One 2019; 14:e0218327. [PMID: 31216313 PMCID: PMC6583989 DOI: 10.1371/journal.pone.0218327] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 05/31/2019] [Indexed: 01/28/2023] Open
Abstract
Background and objectives The Dorsolateral prefrontal cortex (DLPFC) is implicated in cognitive and emotional responses. Yet, research that investigates the causal role of the left versus right DLPFC during the processes of emotion appraisal is lacking. In the current study, transcranial direct current stimulation (tDCS) was used to disentangle the functional lateralization of the DLPFC on emotional processing in response to the anticipation of, and subsequent confrontation with emotional stimuli in healthy volunteers. Methods Forty-eight subjects received both active and sham (on separate days) anodal tDCS over either the left (N = 24) or right (N = 24) DLPFC. Subjects’ pupil dilation (PD, a physiological marker of cognitive resource allocation) was recorded while performing an appraisal task in which negative and positive emotion eliciting images were presented, each preceded by an informative cue indicating the valence of the upcoming stimulus. Results As compared to sham stimulation, left DLPFC anodal tDCS resulted in increased PD when confronted with negative emotional images, whereas right DLPFC anodal tDCS resulted in decreased PD when confronted with emotional images, irrespective of valence. Limitations The interpretation of pupil dilation in response to emotional stimuli is limited. Conclusion These findings suggest inverse lateralized DLPFC effects on cognitive resource allocation (as measured by pupillary responses) when confronted with emotional stimuli. The current findings may shed some light on mechanisms that explain the antidepressant effects of non-invasive brain stimulation of the left DLPFC.
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Affiliation(s)
- Jens Allaert
- Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Department of Psychiatry and Medical Psychology, Ghent, Belgium
- Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
- * E-mail:
| | - Alvaro Sanchez-Lopez
- Department of Clinical Psychology, Universidad Complutense de Madrid, Madrid, Spain
| | - Rudi De Raedt
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Chris Baeken
- Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Department of Psychiatry and Medical Psychology, Ghent, Belgium
- Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
- Department of Psychiatry, Vrije Universiteit Brussel (VUB), University Hospital UZ Brussel, Brussels, Belgium
| | - Marie-Anne Vanderhasselt
- Department of Head and Skin, Ghent University, University Hospital Ghent (UZ Ghent), Department of Psychiatry and Medical Psychology, Ghent, Belgium
- Ghent Experimental Psychiatry (GHEP) Lab, Ghent University, Ghent, Belgium
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
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Allaert J, Sanchez-Lopez A, De Raedt R, Baeken C, Vanderhasselt MA. Inverse effects of tDCS over the left versus right DLPC on emotional processing: A pupillometry study. Encephale 2019. [DOI: 10.1016/j.encep.2019.04.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Sindhi R, Allaert J, Gladding D, Koppelman B, Dunne JF. Cytokines and cell surface receptors as target end points of immunosuppression with cyclosporine A. J Interferon Cytokine Res 2001; 21:507-14. [PMID: 11506745 DOI: 10.1089/10799900152434385] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Targets of cyclosporine (CsA) were identified from an array of stimulated lymphocyte responses (sLR) comprising 34 stimulation conditions in whole blood from 3 normal human volunteers (NHV) containing clinically relevant CsA concentrations (0-1200 ng/ml) in vitro. In whole blood from 5 additional NHV, selected targets (intracellular interleukin-2 [IL-2], tumor-necrosis factor-alpha [TNF-alpha], and interferon-gamma [IFN-gamma]) were measured in phorbol myristate acetate (PMA)-ionomycin-stimulated T lymphocytes. Effect:concentration relationships were analyzed with E(max) pharmacodynamic (PD) equations and expressed as the concentration associated with one-half maximal inhibitory effect (EC(50)). CsA demonstrated a rich matrix of inhibitory effects on T cells (CD3(+)), B cells (CD19(+)), dendritic cells (DC) (CD11c(+)), and basophils (CD123(+)) but not on monocytes (CD14(+)) (n = 3). PD analyses suggested that the EC(50) of CsA (1) for IL-2 in CD3(+) cells in NHV (n = 8) was similar to the EC(50) demonstrated by us previously in CD4(+) cells from transplanted patients (n = 13) (EC(50) = 260 ng/ml vs. 249 ng/ml), (2) for each cytokine was different under identical stimulation conditions (TNF-alpha, 324 ng/ml; IFN-gamma, 504 ng/ml), and (3) was relatively constant for a given cytokine under different stimulation conditions (e.g., PMA-ionomycin or the staphylococcal enterotoxin B [SEB] superantigen). In conclusion, inhibition of cytokine targets by CsA is concentration dependent. Further, a given CsA concentration may produce similar inhibitory effects across different stimulation conditions. Measurement of cytokine target expression may, therefore, allow effect-controlled administration of CsA during clinical transplantation.
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Affiliation(s)
- R Sindhi
- Children's Hospital of Pittsburgh, Pittsburgh, PA 15213, USA.
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Allaert J, Baert L, Baert AL, Oyen R. Tuberculous prostatitis. J Belge Radiol 1994; 77:207. [PMID: 7961364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Affiliation(s)
- J Allaert
- Department of Radiology, UZ Gasthuisberg, K.U. Leuven, Belgium
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Allaert J, Vercruysse J, Gielen J, Baert AL, Ponette E. Radiological findings in an unusual focus of extramedullary haematopoiesis in Polycythemia vera. ROFO-FORTSCHR RONTG 1989; 151:747-8. [PMID: 2556759 DOI: 10.1055/s-2008-1047283] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- J Allaert
- Department of Radiology, University Hospitals K.U. Leuven
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20
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Truelle JL, Ramée MP, Guy G, Adam Y, Jallet P, Allaert J. [Hodgkin's granuloma of the cerebral hemisphere. Apropos of one case]. Rev Neurol (Paris) 1976; 132:494-501. [PMID: 968321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
With reference to a case of Hodgkin's granuloma of the frontal lobe, a review of the literature has enabled 8 similar cases of intra-cerebral localisation of this disease to be reclassified. Their mechanism is discussed on the basis of neuropathological data and in particular their development in situ. Excision of the lesion appears to be the treatment of choice.
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22
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Emile J, Allain P, Truelle JL, Bastard J, Allaert J. [Myoclonic encephalopathy due to bismuth following colectomy. Apropos of a case]. Rev Neurol (Paris) 1975; 131:767-74. [PMID: 1221485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Bismuth encephalopathy mainly affects chronic constipation sufferers. The case described, which is practically identical, should be considered (in the absence of constipation) within the context of resection for cancer. The responsibility of bismuth, suggested in five similar cases by Burns and colleagues, is here confirmed by the blood, C.S.F. and urine levels. The mechanism of encephalopathy and the possibility of a failure to eliminate bismuth affecting these levels are discussed.
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