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Mueckstein M, Heinzel S, Granacher U, Brahms M, Rapp MA, Stelzel C. Modality-specific effects of mental fatigue in multitasking. Acta Psychol (Amst) 2022; 230:103766. [DOI: 10.1016/j.actpsy.2022.103766] [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] [Received: 06/09/2022] [Revised: 09/23/2022] [Accepted: 10/06/2022] [Indexed: 11/01/2022] Open
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Gebel A, Busch A, Stelzel C, Hortobágyi T, Granacher U. Effects of Physical and Mental Fatigue on Postural Sway and Cortical Activity in Healthy Young Adults. Front Hum Neurosci 2022; 16:871930. [PMID: 35774482 PMCID: PMC9237223 DOI: 10.3389/fnhum.2022.871930] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [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: 02/08/2022] [Accepted: 05/26/2022] [Indexed: 11/13/2022] Open
Abstract
Physical fatigue (PF) negatively affects postural control, resulting in impaired balance performance in young and older adults. Similar effects on postural control can be observed for mental fatigue (MF) mainly in older adults. Controversial results exist for young adults. There is a void in the literature on the effects of fatigue on balance and cortical activity. Therefore, this study aimed to examine the acute effects of PF and MF on postural sway and cortical activity. Fifteen healthy young adults aged 28 ± 3 years participated in this study. MF and PF protocols comprising of an all-out repeated sit-to-stand task and a computer-based attention network test, respectively, were applied in random order. Pre and post fatigue, cortical activity and postural sway (i.e., center of pressure displacements [CoPd], velocity [CoPv], and CoP variability [CV CoPd, CV CoPv]) were tested during a challenging bipedal balance board task. Absolute spectral power was calculated for theta (4–7.5 Hz), alpha-2 (10.5–12.5 Hz), beta-1 (13–18 Hz), and beta-2 (18.5–25 Hz) in frontal, central, and parietal regions of interest (ROI) and baseline-normalized. Inference statistics revealed a significant time-by-fatigue interaction for CoPd (p = 0.009, d = 0.39, Δ 9.2%) and CoPv (p = 0.009, d = 0.36, Δ 9.2%), and a significant main effect of time for CoP variability (CV CoPd: p = 0.001, d = 0.84; CV CoPv: p = 0.05, d = 0.62). Post hoc analyses showed a significant increase in CoPd (p = 0.002, d = 1.03) and CoPv (p = 0.003, d = 1.03) following PF but not MF. For cortical activity, a significant time-by-fatigue interaction was found for relative alpha-2 power in parietal (p < 0.001, d = 0.06) areas. Post hoc tests indicated larger alpha-2 power increases after PF (p < 0.001, d = 1.69, Δ 3.9%) compared to MF (p = 0.001, d = 1.03, Δ 2.5%). In addition, changes in parietal alpha-2 power and measures of postural sway did not correlate significantly, irrespective of the applied fatigue protocol. No significant changes were found for the other frequency bands, irrespective of the fatigue protocol and ROI under investigation. Thus, the applied PF protocol resulted in increased postural sway (CoPd and CoPv) and CoP variability accompanied by enhanced alpha-2 power in the parietal ROI while MF led to increased CoP variability and alpha-2 power in our sample of young adults. Potential underlying cortical mechanisms responsible for the greater increase in parietal alpha-2 power after PF were discussed but could not be clearly identified as cause. Therefore, further future research is needed to decipher alternative interpretations.
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Affiliation(s)
- Arnd Gebel
- Division of Training and Movement Sciences, Research Focus Cognition Sciences, University of Potsdam, Potsdam, Germany
- *Correspondence: Arnd Gebel,
| | - Aglaja Busch
- Division of Training and Movement Sciences, Research Focus Cognition Sciences, University of Potsdam, Potsdam, Germany
- University Outpatient Clinic, Sports Medicine and Sports Orthopedics, University of Potsdam, Potsdam, Germany
- Physiotherapy, Department of Health Professions, Bern University of Applied Sciences, Bern, Switzerland
| | | | - Tibor Hortobágyi
- Division of Training and Movement Sciences, Research Focus Cognition Sciences, University of Potsdam, Potsdam, Germany
- University Medical Center Groningen, Center for Human Movement Sciences, University of Groningen, Groningen, Netherlands
- Somogy County Kaposi Mór Teaching Hospital, Kaposvár, Hungary
- Department of Sport Biology, Institute of Sport Science and Physical Education, University of Pécs, Pécs, Hungary
- Department of Kinesiology, University of Physical Education, Budapest, Hungary
| | - Urs Granacher
- Division of Training and Movement Sciences, Research Focus Cognition Sciences, University of Potsdam, Potsdam, Germany
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3
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Brahms M, Heinzel S, Rapp M, Mückstein M, Hortobágyi T, Stelzel C, Granacher U. The acute effects of mental fatigue on balance performance in healthy young and older adults - A systematic review and meta-analysis. Acta Psychol (Amst) 2022; 225:103540. [PMID: 35245722 DOI: 10.1016/j.actpsy.2022.103540] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 01/29/2022] [Accepted: 02/17/2022] [Indexed: 12/26/2022] Open
Abstract
Cognitive resources contribute to balance control. There is evidence that mental fatigue reduces cognitive resources and impairs balance performance, particularly in older adults and when balance tasks are complex, for example when trying to walk or stand while concurrently performing a secondary cognitive task. We conducted a systematic literature search in PubMed (MEDLINE), Web of Science and Google Scholar to identify eligible studies and performed a random effects meta-analysis to quantify the effects of experimentally induced mental fatigue on balance performance in healthy adults. Subgroup analyses were computed for age (healthy young vs. healthy older adults) and balance task complexity (balance tasks with high complexity vs. balance tasks with low complexity) to examine the moderating effects of these factors on fatigue-mediated balance performance. We identified 7 eligible studies with 9 study groups and 206 participants. Analysis revealed that performing a prolonged cognitive task had a small but significant effect (SMDwm = -0.38) on subsequent balance performance in healthy young and older adults. However, age- and task-related differences in balance responses to fatigue could not be confirmed statistically. Overall, aggregation of the available literature indicates that mental fatigue generally reduces balance in healthy adults. However, interactions between cognitive resource reduction, aging and balance task complexity remain elusive.
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Affiliation(s)
- Markus Brahms
- Division of Training and Movement Sciences, Research Focus Cognition Sciences, University of Potsdam, Potsdam, Germany.
| | - Stephan Heinzel
- Freie Universität Berlin, Habelschwerdter Allee 45, 14195 Berlin, Germany
| | - Michael Rapp
- University of Potsdam, Research Focus Cognitive Sciences, Division of Social and Preventive Medicine, Am Neuen Palais 10, 14469 Potsdam, Germany
| | - Marie Mückstein
- International Psychoanalytic University, Stromstraße 1, 10555 Berlin, Germany
| | - Tibor Hortobágyi
- University Medical Center Groningen, University of Groningen, Groningen, the Netherlands; Department of Sport Biology, Institute of Sport Sciences and Physical Education, University of Pécs, Pécs, Hungary; Somogy County Kaposi Mór Teaching Hospital, Kaposvár, Hungary
| | - Christine Stelzel
- International Psychoanalytic University, Stromstraße 1, 10555 Berlin, Germany
| | - Urs Granacher
- Division of Training and Movement Sciences, Research Focus Cognition Sciences, University of Potsdam, Potsdam, Germany
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4
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Mueller CJ, Classe F, Stürmer B, Kuchinke L, Stelzel C. Neurocognitive Effects of Self-Determined Choice and Emotional Arousal on Time Estimation. Adv Cogn Psychol 2021; 17:161-175. [PMID: 37711395 PMCID: PMC10498777 DOI: 10.5709/acp-0326-2] [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] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/16/2023] Open
Abstract
Even though effects of emotion and motivation on cognition are well documented, the interaction of all three factors is rarely investigated. Here, we used electroencephalography (EEG) to examine the effects of self-determined choice-as an experimental manipulation of intrinsic motivation - and emotional stimulus content on task preparation and engagement in a temporal production task. Behavioral results indicated a modulation of time processing depending on choice and emotional content. Underlying EEG signals revealed differential modulations by choice on the contingent negative variation (CNV) during task and response preparation and by emotional content on the late positive potential (LPP) in response to the onset of an emotional picture during temporal production. Also, we obtained preliminary evidence for interaction effects of choice and emotional content on the LPP. The feedback-related negativity (FRN) in response to information regarding temporal production success was also affected by interactions of choice and emotional content. These findings indicate that besides separate effects of motivation and emotion, there may be time windows during task engagement in which both factors jointly affect cognitive processing. These results are interpreted as dynamic modulations of attentional resource allocation.
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Affiliation(s)
- Christina J Mueller
- International Psychoanalytic University, Berlin, Germany motivation autonomy1
| | - Franz Classe
- International Psychoanalytic University, Berlin, Germany motivation autonomy1
| | - Birgit Stürmer
- International Psychoanalytic University, Berlin, Germany motivation autonomy1
| | - Lars Kuchinke
- International Psychoanalytic University, Berlin, Germany motivation autonomy1
| | - Christine Stelzel
- International Psychoanalytic University, Berlin, Germany motivation autonomy1
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5
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Brahms M, Heinzel S, Rapp M, Reisner V, Wahmkow G, Rimpel J, Schauenburg G, Stelzel C, Granacher U. Cognitive-Postural Multitasking Training in Older Adults - Effects of Input-Output Modality Mappings on Cognitive Performance and Postural Control. J Cogn 2021; 4:20. [PMID: 33748665 PMCID: PMC7954177 DOI: 10.5334/joc.146] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 12/31/2020] [Indexed: 11/20/2022] Open
Abstract
Older adults exhibit impaired cognitive and balance performance, particularly under multi-task conditions, which can be improved through training. Compatibility of modality mappings in cognitive tasks (i.e., match between stimulus modality and anticipated sensory effects of motor responses), modulates physical and cognitive dual-task costs. However, the effects of modality specific training programs have not been evaluated yet. Here, we tested the effects of cognitive-postural multi-tasking training on the ability to coordinate task mappings under high postural demands in healthy older adults. Twenty-one adults aged 65-85 years were assigned to one of two groups. While group 1 performed cognitive-postural triple-task training with compatible modality mappings (i.e., visual-manual and auditory-vocal dual n-back tasks), group 2 performed the same tasks with incompatible modality mappings (i.e., visual-vocal and auditory-manual n-back tasks). Throughout the 6-weeks balance training intervention, working-memory load was gradually increased while base-of-support was reduced. Before training (T0), after a 6-week passive control period (T1), and immediately after the intervention (T2), participants performed spatial dual one-back tasks in semi-tandem stance position. Our results indicate improved working-memory performance and reduced dual-task costs for both groups after the passive control period, but no training-specific performance gains. Furthermore, balance performance did not improve in response to training. Notably, the cohort demonstrated meaningful interindividual variability in training responses. Our findings raise questions about practice effects and age-related heterogeneity of training responses following cognitive-motor training. Following multi-modal balance training, neither compatible nor incompatible modality mappings had an impact on the observed outcomes.
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Affiliation(s)
- Markus Brahms
- Division of Training and Movement Sciences, Research Focus Cognition Sciences, University of Potsdam, Potsdam, Germany
| | - Stephan Heinzel
- Clinical Psychology and Psychotherapy, Freie Universität Berlin, Berlin, Germany
| | - Michael Rapp
- University of Potsdam, Research Focus Cognitive Sciences, Division of Social and Preventive Medicine, Potsdam, Germany
| | - Volker Reisner
- Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - Gunnar Wahmkow
- Division of Training and Movement Sciences, Research Focus Cognition Sciences, University of Potsdam, Potsdam, Germany
| | - Jérôme Rimpel
- Division of Training and Movement Sciences, Research Focus Cognition Sciences, University of Potsdam, Potsdam, Germany
| | - Gesche Schauenburg
- Division of Training and Movement Sciences, Research Focus Cognition Sciences, University of Potsdam, Potsdam, Germany
| | | | - Urs Granacher
- Division of Training and Movement Sciences, Research Focus Cognition Sciences, University of Potsdam, Potsdam, Germany
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Stelzel C, Bohle H, Schauenburg G, Walter H, Granacher U, Rapp MA, Heinzel S. Contribution of the Lateral Prefrontal Cortex to Cognitive-Postural Multitasking. Front Psychol 2018; 9:1075. [PMID: 30034351 PMCID: PMC6043684 DOI: 10.3389/fpsyg.2018.01075] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [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: 02/02/2018] [Accepted: 06/07/2018] [Indexed: 11/24/2022] Open
Abstract
There is evidence for cortical contribution to the regulation of human postural control. Interference from concurrently performed cognitive tasks supports this notion, and the lateral prefrontal cortex (lPFC) has been suggested to play a prominent role in the processing of purely cognitive as well as cognitive-postural dual tasks. The degree of cognitive-motor interference varies greatly between individuals, but it is unresolved whether individual differences in the recruitment of specific lPFC regions during cognitive dual tasking are associated with individual differences in cognitive-motor interference. Here, we investigated inter-individual variability in a cognitive-postural multitasking situation in healthy young adults (n = 29) in order to relate these to inter-individual variability in lPFC recruitment during cognitive multitasking. For this purpose, a one-back working memory task was performed either as single task or as dual task in order to vary cognitive load. Participants performed these cognitive single and dual tasks either during upright stance on a balance pad that was placed on top of a force plate or during fMRI measurement with little to no postural demands. We hypothesized dual one-back task performance to be associated with lPFC recruitment when compared to single one-back task performance. In addition, we expected individual variability in lPFC recruitment to be associated with postural performance costs during concurrent dual one-back performance. As expected, behavioral performance costs in postural sway during dual-one back performance largely varied between individuals and so did lPFC recruitment during dual one-back performance. Most importantly, individuals who recruited the right mid-lPFC to a larger degree during dual one-back performance also showed greater postural sway as measured by larger performance costs in total center of pressure displacements. This effect was selective to the high-load dual one-back task and suggests a crucial role of the right lPFC in allocating resources during cognitive-motor interference. Our study provides further insight into the mechanisms underlying cognitive-motor multitasking and its impairments.
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Affiliation(s)
- Christine Stelzel
- Division of Social and Preventive Medicine, University of Potsdam, Potsdam, Germany.,Experimental Psychology, International Psychoanalytic University Berlin, Berlin, Germany
| | - Hannah Bohle
- Division of Social and Preventive Medicine, University of Potsdam, Potsdam, Germany.,Experimental Psychology, International Psychoanalytic University Berlin, Berlin, Germany
| | - Gesche Schauenburg
- Division of Training and Movement Science, University of Potsdam, Potsdam, Germany
| | - Henrik Walter
- Department of Psychiatry and Psychotherapy, Charité - Berlin Universitätsmedizin, Corporate Member of Free University of Berlin, Humboldt University of Berlin, Berlin Institute of Health, Berlin, Germany.,Berlin Center for Advanced Neuroimaging, Charité - Berlin Universitätsmedizin, Berlin, Germany
| | - Urs Granacher
- Division of Training and Movement Science, University of Potsdam, Potsdam, Germany
| | - Michael A Rapp
- Division of Social and Preventive Medicine, University of Potsdam, Potsdam, Germany
| | - Stephan Heinzel
- Division of Social and Preventive Medicine, University of Potsdam, Potsdam, Germany.,Clinical Psychology and Psychotherapy, Free University of Berlin, Berlin, Germany
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7
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Bruening J, Ludwig VU, Paschke LM, Walter H, Stelzel C. Motivational effects on the processing of delayed intentions in the anterior prefrontal cortex. Neuroimage 2018; 172:517-526. [PMID: 29409998 DOI: 10.1016/j.neuroimage.2018.01.083] [Citation(s) in RCA: 2] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2017] [Revised: 11/22/2017] [Accepted: 01/30/2018] [Indexed: 11/29/2022] Open
Abstract
Delaying intentions bears the risk of interference from distracting activities during the delay interval. Motivation can increase intention retrieval success but little is known about the underlying brain mechanisms. Here, we investigated whether motivational incentives (monetary reward) modulate the processing of delayed intentions in the anterior prefrontal cortex (aPFC), known to be crucial for intention processing. Using a mixed blocked and event-related functional Magnetic Resonance Imaging design, we specifically tested whether reward affects intention processing in the aPFC in a transient or in a sustained manner and whether this is related to individual differences in retrieval success. We found a generalized effect of reward on both correct intention retrieval and ongoing task performance. Fronto-parietal regions including bilateral lateral aPFC showed sustained activity increases in rewarded compared to non-rewarded blocks as well as transient reward-related activity during the storage phase. Additionally, individual differences in reward-related performance benefits were related to the degree of transient signal increases in right lateral aPFC, specifically during intention encoding. This suggests that the ability to integrate motivational relevance into the encoding of future intentions is crucial for successful intention retrieval in addition to general increases in processing effort. Bilateral aPFC is central to these motivation-cognition interactions.
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Affiliation(s)
- Jovita Bruening
- Department of Psychiatry and Psychotherapy, Charité Universitaetsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany; Work, Engineering and Organizational Psychology Technische Universitaet Berlin, Marchstr. 12, F7, 10587 Berlin, Germany; Department of Psychology, Humboldt Universitaet zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany
| | - Vera U Ludwig
- Department of Psychiatry and Psychotherapy, Charité Universitaetsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany; Berlin School of Mind and Brain, Humboldt Universitaet zu Berlin, Luisenstr. 56, 10117 Berlin, Germany; Department of Psychology, Humboldt Universitaet zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany
| | - Lena M Paschke
- Department of Psychiatry and Psychotherapy, Charité Universitaetsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany; Berlin School of Mind and Brain, Humboldt Universitaet zu Berlin, Luisenstr. 56, 10117 Berlin, Germany; Department of Psychology, Humboldt Universitaet zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany
| | - Henrik Walter
- Department of Psychiatry and Psychotherapy, Charité Universitaetsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany; Berlin School of Mind and Brain, Humboldt Universitaet zu Berlin, Luisenstr. 56, 10117 Berlin, Germany; Berlin Center for Advanced Neuroimaging, Charité Universitaetsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Christine Stelzel
- Department of Psychiatry and Psychotherapy, Charité Universitaetsmedizin Berlin, Charitéplatz 1, 10117, Berlin, Germany; Berlin School of Mind and Brain, Humboldt Universitaet zu Berlin, Luisenstr. 56, 10117 Berlin, Germany; Department of Psychology, Humboldt Universitaet zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany; Berlin Center for Advanced Neuroimaging, Charité Universitaetsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; International Psychoanalytic University, Stromstr. 1, 10555 Berlin, Germany.
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8
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Steimke R, Nomi JS, Calhoun VD, Stelzel C, Paschke LM, Gaschler R, Goschke T, Walter H, Uddin LQ. Salience network dynamics underlying successful resistance of temptation. Soc Cogn Affect Neurosci 2017; 12:1928-1939. [PMID: 29048582 PMCID: PMC5716209 DOI: 10.1093/scan/nsx123] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2017] [Revised: 09/28/2017] [Accepted: 10/16/2017] [Indexed: 01/18/2023] Open
Abstract
Self-control and the ability to resist temptation are critical for successful completion of long-term goals. Contemporary models in cognitive neuroscience emphasize the primary role of prefrontal cognitive control networks in aligning behavior with such goals. Here, we use gaze pattern analysis and dynamic functional connectivity fMRI data to explore how individual differences in the ability to resist temptation are related to intrinsic brain dynamics of the cognitive control and salience networks. Behaviorally, individuals exhibit greater gaze distance from target location (e.g. higher distractibility) during presentation of tempting erotic images compared with neutral images. Individuals whose intrinsic dynamic functional connectivity patterns gravitate toward configurations in which salience detection systems are less strongly coupled with visual systems resist tempting distractors more effectively. The ability to resist tempting distractors was not significantly related to intrinsic dynamics of the cognitive control network. These results suggest that susceptibility to temptation is governed in part by individual differences in salience network dynamics and provide novel evidence for involvement of brain systems outside canonical cognitive control networks in contributing to individual differences in self-control.
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Affiliation(s)
- Rosa Steimke
- Division of Mind and Brain Research, Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt - Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Department of Psychology, Technische Universität Dresden, Dresden, Germany
- Berlin School of Mind and Brain
- Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Psychology, University of Miami, Coral Gables, FL, USA
| | - Jason S Nomi
- Department of Psychology, University of Miami, Coral Gables, FL, USA
| | - Vince D Calhoun
- The Mind Research Network, Albuquerque, NM 87106
- Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, NM 87131, USA
| | - Christine Stelzel
- Division of Mind and Brain Research, Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt - Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- International Psychoanalytic University Berlin, Berlin, Germany
| | - Lena M Paschke
- Division of Mind and Brain Research, Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt - Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Robert Gaschler
- Department of Psychology, FernUniversität, Hagen, Hagen, Germany
| | - Thomas Goschke
- Department of Psychology, Technische Universität Dresden, Dresden, Germany
| | - Henrik Walter
- Division of Mind and Brain Research, Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt - Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
- Berlin School of Mind and Brain
| | - Lucina Q Uddin
- Department of Psychology, University of Miami, Coral Gables, FL, USA
- Neuroscience Program, University of Miami Miller School of Medicine, Miami, FL, USA
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Stelzel C, Schauenburg G, Rapp MA, Heinzel S, Granacher U. Age-Related Interference between the Selection of Input-Output Modality Mappings and Postural Control-a Pilot Study. Front Psychol 2017; 8:613. [PMID: 28484411 PMCID: PMC5399084 DOI: 10.3389/fpsyg.2017.00613] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [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: 01/02/2017] [Accepted: 04/03/2017] [Indexed: 11/13/2022] Open
Abstract
Age-related decline in executive functions and postural control due to degenerative processes in the central nervous system have been related to increased fall-risk in old age. Many studies have shown cognitive-postural dual-task interference in old adults, but research on the role of specific executive functions in this context has just begun. In this study, we addressed the question whether postural control is impaired depending on the coordination of concurrent response-selection processes related to the compatibility of input and output modality mappings as compared to impairments related to working-memory load in the comparison of cognitive dual and single tasks. Specifically, we measured total center of pressure (CoP) displacements in healthy female participants aged 19–30 and 66–84 years while they performed different versions of a spatial one-back working memory task during semi-tandem stance on an unstable surface (i.e., balance pad) while standing on a force plate. The specific working-memory tasks comprised: (i) modality compatible single tasks (i.e., visual-manual or auditory-vocal tasks), (ii) modality compatible dual tasks (i.e., visual-manual and auditory-vocal tasks), (iii) modality incompatible single tasks (i.e., visual-vocal or auditory-manual tasks), and (iv) modality incompatible dual tasks (i.e., visual-vocal and auditory-manual tasks). In addition, participants performed the same tasks while sitting. As expected from previous research, old adults showed generally impaired performance under high working-memory load (i.e., dual vs. single one-back task). In addition, modality compatibility affected one-back performance in dual-task but not in single-task conditions with strikingly pronounced impairments in old adults. Notably, the modality incompatible dual task also resulted in a selective increase in total CoP displacements compared to the modality compatible dual task in the old but not in the young participants. These results suggest that in addition to effects of working-memory load, processes related to simultaneously overcoming special linkages between input- and output modalities interfere with postural control in old but not in young female adults. Our preliminary data provide further evidence for the involvement of cognitive control processes in postural tasks.
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Affiliation(s)
- Christine Stelzel
- Division of Social and Preventive Medicine, University of PotsdamPotsdam, Germany.,International Psychoanalytic UniversityBerlin, Germany
| | - Gesche Schauenburg
- Division of Training and Movement Sciences, University of PotsdamPotsdam, Germany
| | - Michael A Rapp
- Division of Social and Preventive Medicine, University of PotsdamPotsdam, Germany
| | - Stephan Heinzel
- Division of Social and Preventive Medicine, University of PotsdamPotsdam, Germany.,Clinical Psychology and Psychotherapy, Freie Universität BerlinBerlin, Germany
| | - Urs Granacher
- Division of Training and Movement Sciences, University of PotsdamPotsdam, Germany
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10
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Heinzel S, Rimpel J, Stelzel C, Rapp MA. Transfer Effects to a Multimodal Dual-Task after Working Memory Training and Associated Neural Correlates in Older Adults - A Pilot Study. Front Hum Neurosci 2017; 11:85. [PMID: 28286477 PMCID: PMC5323430 DOI: 10.3389/fnhum.2017.00085] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [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: 09/15/2016] [Accepted: 02/13/2017] [Indexed: 12/20/2022] Open
Abstract
Working memory (WM) performance declines with age. However, several studies have shown that WM training may lead to performance increases not only in the trained task, but also in untrained cognitive transfer tasks. It has been suggested that transfer effects occur if training task and transfer task share specific processing components that are supposedly processed in the same brain areas. In the current study, we investigated whether single-task WM training and training-related alterations in neural activity might support performance in a dual-task setting, thus assessing transfer effects to higher-order control processes in the context of dual-task coordination. A sample of older adults (age 60–72) was assigned to either a training or control group. The training group participated in 12 sessions of an adaptive n-back training. At pre and post-measurement, a multimodal dual-task was performed in all participants to assess transfer effects. This task consisted of two simultaneous delayed match to sample WM tasks using two different stimulus modalities (visual and auditory) that were performed either in isolation (single-task) or in conjunction (dual-task). A subgroup also participated in functional magnetic resonance imaging (fMRI) during the performance of the n-back task before and after training. While no transfer to single-task performance was found, dual-task costs in both the visual modality (p < 0.05) and the auditory modality (p < 0.05) decreased at post-measurement in the training but not in the control group. In the fMRI subgroup of the training participants, neural activity changes in left dorsolateral prefrontal cortex (DLPFC) during one-back predicted post-training auditory dual-task costs, while neural activity changes in right DLPFC during three-back predicted visual dual-task costs. Results might indicate an improvement in central executive processing that could facilitate both WM and dual-task coordination.
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Affiliation(s)
- Stephan Heinzel
- Clinical Psychology and Psychotherapy, Freie Universität BerlinBerlin, Germany; Social and Preventive Medicine, University of PotsdamPotsdam, Germany; Department of Psychology, Humboldt-Universität zu BerlinBerlin, Germany
| | - Jérôme Rimpel
- Clinical Psychology and Neuropsychology, Johannes Gutenberg University Mainz Mainz, Germany
| | - Christine Stelzel
- Social and Preventive Medicine, University of PotsdamPotsdam, Germany; International Psychoanalytic UniversityBerlin, Germany; Berlin School of Mind and BrainBerlin, Germany
| | - Michael A Rapp
- Social and Preventive Medicine, University of Potsdam Potsdam, Germany
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Steimke R, Stelzel C, Gaschler R, Rothkirch M, Ludwig VU, Paschke LM, Trempler I, Kathmann N, Goschke T, Walter H. Decomposing Self-Control: Individual Differences in Goal Pursuit Despite Interfering Aversion, Temptation, and Distraction. Front Psychol 2016; 7:382. [PMID: 27148101 PMCID: PMC4834631 DOI: 10.3389/fpsyg.2016.00382] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [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: 08/09/2015] [Accepted: 03/03/2016] [Indexed: 11/25/2022] Open
Abstract
Self-control can be defined as the ability to exert control over ones impulses. Currently, most research in the area relies on self-report. Focusing on attentional control processes involved in self-control, we modified a spatial selective attentional cueing task to test three domains of self-control experimentally in one task using aversive, tempting, and neutral picture-distractors. The aims of the study were (1) to investigate individual differences in the susceptibility to aversive, tempting, and neutral distraction within one paradigm and (2) to test the association of these three self-control domains to conventional measures of self-control including self-report. The final sample consisted of 116 participants. The task required participants to identify target letters "E" or "F" presented at a cued target location while the distractors were presented. Behavioral and eyetracking data were obtained during the performance of the task. High task performance was encouraged via monetary incentives. In addition to the attentional self-control task, self-reported self-control was assessed and participants performed a color Stroop task, an unsolvable anagram task and a delay of gratification task using chocolate sweets. We found that aversion, temptation, and neutral distraction were associated with significantly increased error rates, reaction times and gaze pattern deviations. Overall task performance on our task correlated with self-reported self-control ability. Measures of aversion, temptation, and distraction showed moderate split-half reliability, but did not correlate with each other across participants. Additionally, participants who made a self-controlled decision in the delay of gratification task were less distracted by temptations in our task than participants who made an impulsive choice. Our individual differences analyses suggest that (1) the ability to endure aversion, resist temptations and ignore neutral distractions are independent of each other and (2) these three domains are related to other measures of self-control.
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Affiliation(s)
- Rosa Steimke
- Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin BerlinBerlin, Germany
- Department of Psychology, Technische Universität DresdenDresden, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu BerlinBerlin, Germany
- Department of Psychology, Humboldt-Universität zu BerlinBerlin, Germany
| | - Christine Stelzel
- Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin BerlinBerlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu BerlinBerlin, Germany
- Department of Psychology, Humboldt-Universität zu BerlinBerlin, Germany
| | - Robert Gaschler
- Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin BerlinBerlin, Germany
- Department of Psychology, FernUniversität in HagenHagen, Germany
| | - Marcus Rothkirch
- Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin BerlinBerlin, Germany
| | - Vera U. Ludwig
- Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin BerlinBerlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu BerlinBerlin, Germany
- Department of Psychology, Humboldt-Universität zu BerlinBerlin, Germany
| | - Lena M. Paschke
- Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin BerlinBerlin, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu BerlinBerlin, Germany
- Department of Psychology, Humboldt-Universität zu BerlinBerlin, Germany
| | - Ima Trempler
- Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin BerlinBerlin, Germany
| | - Norbert Kathmann
- Berlin School of Mind and Brain, Humboldt-Universität zu BerlinBerlin, Germany
- Department of Psychology, Humboldt-Universität zu BerlinBerlin, Germany
| | - Thomas Goschke
- Department of Psychology, Technische Universität DresdenDresden, Germany
| | - Henrik Walter
- Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin BerlinBerlin, Germany
- Department of Psychology, Technische Universität DresdenDresden, Germany
- Berlin School of Mind and Brain, Humboldt-Universität zu BerlinBerlin, Germany
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Heinzel S, Lorenz RC, Pelz P, Heinz A, Walter H, Kathmann N, Rapp MA, Stelzel C. Neural correlates of training and transfer effects in working memory in older adults. Neuroimage 2016; 134:236-249. [PMID: 27046110 DOI: 10.1016/j.neuroimage.2016.03.068] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [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: 11/30/2015] [Revised: 03/24/2016] [Accepted: 03/26/2016] [Indexed: 11/26/2022] Open
Abstract
As indicated by previous research, aging is associated with a decline in working memory (WM) functioning, related to alterations in fronto-parietal neural activations. At the same time, previous studies showed that WM training in older adults may improve the performance in the trained task (training effect), and more importantly, also in untrained WM tasks (transfer effects). However, neural correlates of these transfer effects that would improve understanding of its underlying mechanisms, have not been shown in older participants as yet. In this study, we investigated blood-oxygen-level-dependent (BOLD) signal changes during n-back performance and an untrained delayed recognition (Sternberg) task following 12sessions (45min each) of adaptive n-back training in older adults. The Sternberg task used in this study allowed to test for neural training effects independent of specific task affordances of the trained task and to separate maintenance from updating processes. Thirty-two healthy older participants (60-75years) were assigned either to an n-back training or a no-contact control group. Before (t1) and after (t2) training/waiting period, both the n-back task and the Sternberg task were conducted while BOLD signal was measured using functional Magnetic Resonance Imaging (fMRI) in all participants. In addition, neuropsychological tests were performed outside the scanner. WM performance improved with training and behavioral transfer to tests measuring executive functions, processing speed, and fluid intelligence was found. In the training group, BOLD signal in the right lateral middle frontal gyrus/caudal superior frontal sulcus (Brodmann area, BA 6/8) decreased in both the trained n-back and the updating condition of the untrained Sternberg task at t2, compared to the control group. fMRI findings indicate a training-related increase in processing efficiency of WM networks, potentially related to the process of WM updating. Performance gains in untrained tasks suggest that transfer to other cognitive tasks remains possible in aging.
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Affiliation(s)
- Stephan Heinzel
- Department of Psychology, Humboldt-Universität zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany; Social and Preventive Medicine, University of Potsdam, Am Neuen Palais 10, 14469 Potsdam, Germany; Berlin Center for Advanced Neuroimaging, Berlin, Germany; Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany.
| | - Robert C Lorenz
- Department of Psychology, Humboldt-Universität zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany; Berlin Center for Advanced Neuroimaging, Berlin, Germany; Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Max Planck Institute for Human Development, Lentzeallee 94, 14195 Berlin, Germany
| | - Patricia Pelz
- Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Andreas Heinz
- Berlin Center for Advanced Neuroimaging, Berlin, Germany; Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Henrik Walter
- Berlin Center for Advanced Neuroimaging, Berlin, Germany; Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Berlin School of Mind and Brain, Germany
| | - Norbert Kathmann
- Department of Psychology, Humboldt-Universität zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany; Berlin Center for Advanced Neuroimaging, Berlin, Germany
| | - Michael A Rapp
- Social and Preventive Medicine, University of Potsdam, Am Neuen Palais 10, 14469 Potsdam, Germany; Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany
| | - Christine Stelzel
- Department of Psychology, Humboldt-Universität zu Berlin, Rudower Chaussee 18, 12489 Berlin, Germany; Social and Preventive Medicine, University of Potsdam, Am Neuen Palais 10, 14469 Potsdam, Germany; Berlin Center for Advanced Neuroimaging, Berlin, Germany; Department of Psychiatry and Psychotherapy, Campus Charité Mitte, Charité - Universitätsmedizin Berlin, Charitéplatz 1, 10117 Berlin, Germany; Berlin School of Mind and Brain, Germany; International Psychoanalytic University, Stromstr. 1, 10555 Berlin, Germany
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Paschke LM, Dörfel D, Steimke R, Trempler I, Magrabi A, Ludwig VU, Schubert T, Stelzel C, Walter H. Individual differences in self-reported self-control predict successful emotion regulation. Soc Cogn Affect Neurosci 2016; 11:1193-204. [PMID: 27013102 DOI: 10.1093/scan/nsw036] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [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: 09/28/2015] [Accepted: 03/16/2016] [Indexed: 11/13/2022] Open
Abstract
Both self-control and emotion regulation enable individuals to adapt to external circumstances and social contexts, and both are assumed to rely on the overlapping neural resources. Here, we tested whether high self-reported self-control is related to successful emotion regulation on the behavioral and neural level. One hundred eight participants completed three self-control questionnaires and regulated their negative emotions during functional magnetic resonance imaging using reappraisal (distancing). Trait self-control correlated positively with successful emotion regulation both subjectively and neurally, as indicated by online ratings of negative emotions and functional connectivity strength between the amygdala and prefrontal areas, respectively. This stronger overall connectivity of the left amygdala was related to more successful subjective emotion regulation. Comparing amygdala activity over time showed that high self-controllers successfully maintained down-regulation of the left amygdala over time, while low self-controllers failed to down-regulate towards the end of the experiment. This indicates that high self-controllers are better at maintaining a motivated state supporting emotion regulation over time. Our results support assumptions concerning a close relation of self-control and emotion regulation as two domains of behavioral control. They further indicate that individual differences in functional connectivity between task-related brain areas directly relate to differences in trait self-control.
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Affiliation(s)
- Lena M Paschke
- Department of Psychiatry and Psychotherapy, Division of Mind and Brain Research, Charité - Universitaetsmedizin Berlin, Charitéplatz 1, Berlin 10117, Germany Berlin School of Mind and Brain, Humboldt-Universitaet zu Berlin, Luisenstraße 56, Berlin 10117, Germany Department of Psychology, Humboldt Universitaet zu Berlin, Rudower Chaussee 18, Berlin 12489, Germany
| | - Denise Dörfel
- Department of Psychology, Technische Universität Dresden, Zellescher Weg 17, Dresden 01062, Germany
| | - Rosa Steimke
- Department of Psychiatry and Psychotherapy, Division of Mind and Brain Research, Charité - Universitaetsmedizin Berlin, Charitéplatz 1, Berlin 10117, Germany Berlin School of Mind and Brain, Humboldt-Universitaet zu Berlin, Luisenstraße 56, Berlin 10117, Germany
| | - Ima Trempler
- Department of Psychology, Westfaelische Wilhelms-Universitaet Muenster, Fliednerstraße 21, Muenster 48149, Germany
| | - Amadeus Magrabi
- Department of Psychiatry and Psychotherapy, Division of Mind and Brain Research, Charité - Universitaetsmedizin Berlin, Charitéplatz 1, Berlin 10117, Germany Berlin School of Mind and Brain, Humboldt-Universitaet zu Berlin, Luisenstraße 56, Berlin 10117, Germany Department of Education and Psychology, Freie Universiteat Berlin, Berlin 14195, Germany
| | - Vera U Ludwig
- Department of Psychiatry and Psychotherapy, Division of Mind and Brain Research, Charité - Universitaetsmedizin Berlin, Charitéplatz 1, Berlin 10117, Germany Berlin School of Mind and Brain, Humboldt-Universitaet zu Berlin, Luisenstraße 56, Berlin 10117, Germany Berlin Center for Advanced Neuroimaging, Charité - Universitaetsmedizin Berlin, Berlin 10119, Germany
| | - Torsten Schubert
- Berlin School of Mind and Brain, Humboldt-Universitaet zu Berlin, Luisenstraße 56, Berlin 10117, Germany Department of Psychology, Humboldt Universitaet zu Berlin, Rudower Chaussee 18, Berlin 12489, Germany
| | - Christine Stelzel
- Department of Psychiatry and Psychotherapy, Division of Mind and Brain Research, Charité - Universitaetsmedizin Berlin, Charitéplatz 1, Berlin 10117, Germany Berlin School of Mind and Brain, Humboldt-Universitaet zu Berlin, Luisenstraße 56, Berlin 10117, Germany Department of Psychology, Humboldt Universitaet zu Berlin, Rudower Chaussee 18, Berlin 12489, Germany International Psychoanalytic University, Stromstraße 1, Berlin 10555, Germany
| | - Henrik Walter
- Department of Psychiatry and Psychotherapy, Division of Mind and Brain Research, Charité - Universitaetsmedizin Berlin, Charitéplatz 1, Berlin 10117, Germany Berlin School of Mind and Brain, Humboldt-Universitaet zu Berlin, Luisenstraße 56, Berlin 10117, Germany Berlin Center for Advanced Neuroimaging, Charité - Universitaetsmedizin Berlin, Berlin 10119, Germany
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Paschke LM, Walter H, Steimke R, Ludwig VU, Gaschler R, Schubert T, Stelzel C. Motivation by potential gains and losses affects control processes via different mechanisms in the attentional network. Neuroimage 2015; 111:549-61. [DOI: 10.1016/j.neuroimage.2015.02.047] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2014] [Revised: 01/23/2015] [Accepted: 02/20/2015] [Indexed: 12/30/2022] Open
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Wiers CE, Stelzel C, Gladwin TE, Park SQ, Pawelczack S, Gawron CK, Stuke H, Heinz A, Wiers RW, Rinck M, Lindenmeyer J, Walter H, Bermpohl F. Effects of cognitive bias modification training on neural alcohol cue reactivity in alcohol dependence. Am J Psychiatry 2015; 172:335-43. [PMID: 25526597 DOI: 10.1176/appi.ajp.2014.13111495] [Citation(s) in RCA: 123] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE In alcohol-dependent patients, alcohol cues evoke increased activation in mesolimbic brain areas, such as the nucleus accumbens and the amygdala. Moreover, patients show an alcohol approach bias, a tendency to more quickly approach than avoid alcohol cues. Cognitive bias modification training, which aims to retrain approach biases, has been shown to reduce alcohol craving and relapse rates. The authors investigated effects of this training on cue reactivity in alcohol-dependent patients. METHOD In a double-blind randomized design, 32 abstinent alcohol-dependent patients received either bias modification training or sham training. Both trainings consisted of six sessions of the joystick approach-avoidance task; the bias modification training entailed pushing away 90% of alcohol cues and 10% of soft drink cues, whereas this ratio was 50/50 in the sham training. Alcohol cue reactivity was measured with functional MRI before and after training. RESULTS Before training, alcohol cue-evoked activation was observed in the amygdala bilaterally, as well as in the right nucleus accumbens, although here it fell short of significance. Activation in the amygdala correlated with craving and arousal ratings of alcohol stimuli; correlations in the nucleus accumbens again fell short of significance. After training, the bias modification group showed greater reductions in cue-evoked activation in the amygdala bilaterally and in behavioral arousal ratings of alcohol pictures, compared with the sham training group. Decreases in right amygdala activity correlated with decreases in craving in the bias modification but not the sham training group. CONCLUSIONS These findings provide evidence that cognitive bias modification affects alcohol cue-induced mesolimbic brain activity. Reductions in neural reactivity may be a key underlying mechanism of the therapeutic effectiveness of this training.
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Affiliation(s)
- Corinde E Wiers
- From the Department of Psychiatry and Psychotherapy and the Berlin Center for Advanced Neuroimaging, Charité-Universitätsmedizin Berlin; the Berlin School of Mind and Brain and the Department of Psychology, Humboldt Universität zu Berlin; the Department of Education and Psychology, Freie Universität Berlin; the Addiction, Development, and Psychopathology Lab, Department of Psychology, University of Amsterdam, Amsterdam; the Department of Psychology, University of Lübeck, Lübeck, Germany; the Salus Klinik, Lindow, Germany; the Behavioral Science Institute, Radboud University, Nijmegen, the Netherlands; and Chemnitz University of Technology, Chemnitz, Germany
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Ludwig VU, Stelzel C, Krutiak H, Magrabi A, Steimke R, Paschke LM, Kathmann N, Walter H. The suggestible brain: posthypnotic effects on value-based decision-making. Soc Cogn Affect Neurosci 2014; 9:1281-8. [PMID: 23887809 PMCID: PMC4158362 DOI: 10.1093/scan/nst110] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2012] [Revised: 03/10/2013] [Accepted: 07/17/2013] [Indexed: 02/01/2023] Open
Abstract
Hypnosis can affect perception, motor function and memory. However, so far no study using neuroimaging has investigated whether hypnosis can influence reward processing and decision-making. Here, we assessed whether posthypnotic suggestions can diminish the attractiveness of unhealthy food and whether this is more effective than diminishing attractiveness by one's own effort via autosuggestion. In total, 16 participants were hypnotized and 16 others were instructed to associate a color cue (blue or green) with disgust regarding specific snacks (sweet or salty). Afterwards, participants bid for snack items shown on an either blue or green background during functional magnetic resonance imaging measurement. Both hypnosis and autosuggestion successfully devalued snacks. This was indicated by participants' decision-making, their self-report and by decreased blood oxygen level-dependent signal in the ventromedial prefrontal cortex (vmPFC), a region known to represent value. Different vmPFC subregions coded for cue and snack type. The cue had significantly stronger effects on vmPFC after hypnosis than after autosuggestion, indicating that hypnosis was more effective in genuinely reducing value. Supporting previous findings, the precuneus was involved in the hypnotic effects by encoding whether a snack was sweet or salty during hypnotic cue presentation. Our results demonstrate that posthypnotic suggestions can influence valuation and decision-making.
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Affiliation(s)
- Vera U. Ludwig
- Department of Psychiatry & Psychotherapy, Division of Mind and Brain Research, Charité Universitätsmedizin Berlin, 10117 Berlin, Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, 10117 Berlin, Department of Psychology, Humboldt-Universität zu Berlin, 12489 Berlin, Berlin Center for Advanced Neuroimaging, 10119 Berlin, Fortbildungszentrum OST der Deutschen Gesellschaft für Hypnose und Hypnotherapie e.V., 10777 Berlin, and Institute of Cognitive Science, Universität Osnabrück, 49069 Osnabrück, Germany
| | - Christine Stelzel
- Department of Psychiatry & Psychotherapy, Division of Mind and Brain Research, Charité Universitätsmedizin Berlin, 10117 Berlin, Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, 10117 Berlin, Department of Psychology, Humboldt-Universität zu Berlin, 12489 Berlin, Berlin Center for Advanced Neuroimaging, 10119 Berlin, Fortbildungszentrum OST der Deutschen Gesellschaft für Hypnose und Hypnotherapie e.V., 10777 Berlin, and Institute of Cognitive Science, Universität Osnabrück, 49069 Osnabrück, Germany
| | - Harald Krutiak
- Department of Psychiatry & Psychotherapy, Division of Mind and Brain Research, Charité Universitätsmedizin Berlin, 10117 Berlin, Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, 10117 Berlin, Department of Psychology, Humboldt-Universität zu Berlin, 12489 Berlin, Berlin Center for Advanced Neuroimaging, 10119 Berlin, Fortbildungszentrum OST der Deutschen Gesellschaft für Hypnose und Hypnotherapie e.V., 10777 Berlin, and Institute of Cognitive Science, Universität Osnabrück, 49069 Osnabrück, Germany
| | - Amadeus Magrabi
- Department of Psychiatry & Psychotherapy, Division of Mind and Brain Research, Charité Universitätsmedizin Berlin, 10117 Berlin, Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, 10117 Berlin, Department of Psychology, Humboldt-Universität zu Berlin, 12489 Berlin, Berlin Center for Advanced Neuroimaging, 10119 Berlin, Fortbildungszentrum OST der Deutschen Gesellschaft für Hypnose und Hypnotherapie e.V., 10777 Berlin, and Institute of Cognitive Science, Universität Osnabrück, 49069 Osnabrück, Germany
| | - Rosa Steimke
- Department of Psychiatry & Psychotherapy, Division of Mind and Brain Research, Charité Universitätsmedizin Berlin, 10117 Berlin, Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, 10117 Berlin, Department of Psychology, Humboldt-Universität zu Berlin, 12489 Berlin, Berlin Center for Advanced Neuroimaging, 10119 Berlin, Fortbildungszentrum OST der Deutschen Gesellschaft für Hypnose und Hypnotherapie e.V., 10777 Berlin, and Institute of Cognitive Science, Universität Osnabrück, 49069 Osnabrück, Germany
| | - Lena M. Paschke
- Department of Psychiatry & Psychotherapy, Division of Mind and Brain Research, Charité Universitätsmedizin Berlin, 10117 Berlin, Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, 10117 Berlin, Department of Psychology, Humboldt-Universität zu Berlin, 12489 Berlin, Berlin Center for Advanced Neuroimaging, 10119 Berlin, Fortbildungszentrum OST der Deutschen Gesellschaft für Hypnose und Hypnotherapie e.V., 10777 Berlin, and Institute of Cognitive Science, Universität Osnabrück, 49069 Osnabrück, Germany
| | - Norbert Kathmann
- Department of Psychiatry & Psychotherapy, Division of Mind and Brain Research, Charité Universitätsmedizin Berlin, 10117 Berlin, Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, 10117 Berlin, Department of Psychology, Humboldt-Universität zu Berlin, 12489 Berlin, Berlin Center for Advanced Neuroimaging, 10119 Berlin, Fortbildungszentrum OST der Deutschen Gesellschaft für Hypnose und Hypnotherapie e.V., 10777 Berlin, and Institute of Cognitive Science, Universität Osnabrück, 49069 Osnabrück, Germany
| | - Henrik Walter
- Department of Psychiatry & Psychotherapy, Division of Mind and Brain Research, Charité Universitätsmedizin Berlin, 10117 Berlin, Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, 10117 Berlin, Department of Psychology, Humboldt-Universität zu Berlin, 12489 Berlin, Berlin Center for Advanced Neuroimaging, 10119 Berlin, Fortbildungszentrum OST der Deutschen Gesellschaft für Hypnose und Hypnotherapie e.V., 10777 Berlin, and Institute of Cognitive Science, Universität Osnabrück, 49069 Osnabrück, Germany
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Soutschek A, Stelzel C, Paschke L, Walter H, Schubert T. Dissociable Effects of Motivation and Expectancy on Conflict Processing: An fMRI Study. J Cogn Neurosci 2014; 27:409-23. [DOI: 10.1162/jocn_a_00712] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Abstract
Previous studies suggest that both motivation and task difficulty expectations activate brain regions associated with cognitive control. However, it remains an open question whether motivational and cognitive determinants of control have similar or dissociable impacts on conflict processing on a neural level. The current study tested the effects of motivation and conflict expectancy on activity in regions related to processing of the target and the distractor information. Participants performed a picture–word interference task in which we manipulated the size of performance-dependent monetary rewards (level of motivation) and the ratio of congruent to incongruent trials within a block (level of conflict expectancy). Our results suggest that motivation improves conflict processing by facilitating task-relevant stimulus processing and task difficulty expectations mainly modulate the processing of distractor information. We conclude that motivation and conflict expectancy engage dissociable control strategies during conflict resolution.
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Affiliation(s)
- Alexander Soutschek
- 1Ludwig-Maximilians-Universität München
- 2Humboldt-Universität zu Berlin
- 3Berlin Center for Advanced Neuroimaging
| | - Christine Stelzel
- 2Humboldt-Universität zu Berlin
- 3Berlin Center for Advanced Neuroimaging
- 4Universitätsmedizin Charité Berlin
| | - Lena Paschke
- 2Humboldt-Universität zu Berlin
- 3Berlin Center for Advanced Neuroimaging
- 4Universitätsmedizin Charité Berlin
| | - Henrik Walter
- 3Berlin Center for Advanced Neuroimaging
- 4Universitätsmedizin Charité Berlin
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Ludwig V, Stelzel C, Krutiak H, Prunkl C, Steimke R, Paschke L, Kathmann N, Walter H. Impulsivity, self-control, and hypnotic suggestibility. Conscious Cogn 2013; 22:637-53. [DOI: 10.1016/j.concog.2013.04.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2012] [Revised: 04/01/2013] [Accepted: 04/04/2013] [Indexed: 11/16/2022]
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Stelzel C, Fiebach CJ, Cools R, Tafazoli S, D'Esposito M. Dissociable fronto-striatal effects of dopamine D2 receptor stimulation on cognitive versus motor flexibility. Cortex 2013; 49:2799-811. [PMID: 23660437 DOI: 10.1016/j.cortex.2013.04.002] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.9] [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: 06/25/2012] [Revised: 12/05/2012] [Accepted: 04/03/2013] [Indexed: 11/26/2022]
Abstract
Genetic and pharmacological studies suggest an important role of the dopamine D2 receptor (DRD2) in flexible behavioral adaptation, mostly shown in reward-based learning paradigms. Recent evidence from imaging genetics indicates that also intentional cognitive flexibility, associated with lateral frontal cortex, is affected by variations in DRD2 signaling. In the present functional magnetic resonance imaging (MRI) study, we tested the effects of a direct pharmacological manipulation of DRD2 stimulation on intentional flexibility in a task-switching context, requiring switches between cognitive task rules and between response hands. In a double blind, counterbalanced design, participants received either a low dose of the DRD2 agonist bromocriptine or a placebo in two separate sessions. Bromocriptine modulated the blood-oxygen-level-dependent (BOLD) signal during rule switching: rule-switching-related activity in the left posterior lateral frontal cortex and in the striatum was increased compared to placebo, at comparable performance levels. Fronto-striatal connectivity under bromocriptine was slightly increased for rule switches compared to rule repetitions. Hand-switching-related activity, in contrast, was reduced under bromocriptine in sensorimotor regions. Our results provide converging evidence for an involvement of DRD2 signaling in fronto-striatal mechanisms underlying intentional flexibility, and indicate that the neural mechanisms underlying different types of flexibility (cognitive vs motor) are affected differently by increased dopaminergic stimulation.
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Affiliation(s)
- Christine Stelzel
- Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin, Berlin, Germany.
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Abstract
Abstract
Task representations consist of different aspects such as the representations of the relevant stimuli, the abstract rules to be applied, and the actions to be performed. To be flexible in our daily lives, we frequently need to switch between some or all aspects of a task. In the present study, we examined whether switching between abstract task rules and switching between response hands is associated with overlapping regions in the posterior lateral frontal cortex and whether switching between these two aspects of a task representation is neurally implemented by distinct functional brain networks. Subjects performed a cue-based task-switching paradigm where the location of the task cue additionally specified the response hand to be used. Overlapping activity for switching between abstract rules versus response hands was present in the inferior frontal junction area of the posterolateral frontal cortex. This region, however, showed very distinct patterns of functional connectivity depending on the content of the switch: Increased functional connectivity with anterior prefrontal, superior frontal, and hippocampal regions was present for abstract rule switching, whereas response hand switching led to increased coupling with motor regions surrounding the central sulcus. These results reveal that a rather general involvement of the posterior lateral frontal cortex in different switching contexts can be further characterized by highly specific functional interactions with other task-relevant regions, depending on the content of the switch.
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Affiliation(s)
- Christine Stelzel
- 1University of Heidelberg
- 2Charité Universitätsmedizin, Berlin, Germany
| | - Ulrike Basten
- 1University of Heidelberg
- 3Goethe University Frankfurt
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Abstract
Abstract
An impairment of attentional control in the face of threat-related distracters is well established for high-anxious individuals. Beyond that, it has been hypothesized that high trait anxiety more generally impairs the neural efficiency of cognitive processes requiring attentional control—even in the absence of threat-related stimuli. Here, we use fMRI to show that trait anxiety indeed modulates brain activation and functional connectivities between task-relevant brain regions in an affectively neutral Stroop task. In high-anxious individuals, dorsolateral pFC showed stronger task-related activation and reduced coupling with posterior lateral frontal regions, dorsal ACC, and a word-sensitive area in the left fusiform gyrus. These results support the assumption that a general (i.e., not threat-specific) impairment of attentional control leads to reduced neural processing efficiency in anxious individuals. The increased dorsolateral pFC activation is interpreted as an attempt to compensate for suboptimal connectivity within the cortical network subserving task performance.
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Affiliation(s)
- Ulrike Basten
- 1Goethe University Frankfurt
- 2University of Heidelberg
| | - Christine Stelzel
- 2University of Heidelberg
- 3Charité Universitätsmedizin, Berlin, Germany
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Stelzel C, Schubert T. Interference effects of stimulus-response modality pairings in dual tasks and their robustness. Psychol Res 2011; 75:476-90. [PMID: 21811837 DOI: 10.1007/s00426-011-0368-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2010] [Accepted: 07/13/2011] [Indexed: 11/26/2022]
Abstract
Recent evidence suggests that the degree of interference in dual-task situations depends crucially on the pairings of input- and output modalities of the two component tasks with increased dual-task costs for modality incompatible (i.e., visual-vocal and auditory-manual) compared to modality compatible (i.e., visual-manual and auditory-vocal) dual tasks. These effects of modality pairings in dual tasks have been related to the overlap of non-preferred processing pathways in modality incompatible tasks. Until now, modality compatibility has not yet been related to other sources of interference in a dual-task context, such as stimulus-response (S-R) compatibility or crosstalk. In the present study, we conducted two experiments using the paradigm of the psychological refractory period (PRP) to test the effects of S-R compatibility and crosstalk on the effects of modality compatibility in temporally overlapping task situations. Experiment 1 revealed an overadditive interaction between stimulus onset asynchrony and modality compatibility for tasks with S-R compatible mappings, indicating that modality compatibility effects are present in different task situations, even when S-R mappings are otherwise compatible. In Experiment 2, we aimed at pinpointing the boundaries of the effects of modality compatibility in dual-task situations. We showed that additional sources of dual-task interference in a modality compatible dual task could overwrite the pronounced PRP effect previously shown for modality incompatible tasks. Taken together, these data provide new evidence that the specific types of stimulus-response modality pairings are an additional factor that might interact with other sources of interference in dual-task situations.
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Affiliation(s)
- Christine Stelzel
- Division of Mind and Brain Research, Department of Psychiatry and Psychotherapy, Charité Universitätsmedizin Berlin, Charité Campus Mitte, Charitéplatz 1, 10117 Berlin, Germany.
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Stelzel C, Brandt SA, Schubert T. Neural mechanisms of concurrent stimulus processing in dual tasks. Neuroimage 2009; 48:237-48. [DOI: 10.1016/j.neuroimage.2009.06.064] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2009] [Revised: 04/30/2009] [Accepted: 06/19/2009] [Indexed: 11/30/2022] Open
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Stelzel C, Basten U, Montag C, Reuter M, Fiebach C. Dopaminergic regulation of flexible switching processes in the lateral prefrontal cortex. Neuroimage 2009. [DOI: 10.1016/s1053-8119(09)72112-3] [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: 11/29/2022] Open
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Fiebach C, Purmann S, Stelzel C. Monitoring the External World: Prefrontal Mechanisms of Perceptual Monitoring. Neuroimage 2009. [DOI: 10.1016/s1053-8119(09)72108-1] [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] Open
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Stelzel C, Basten U, Montag C, Reuter M, Fiebach CJ. Effects of dopamine-related gene-gene interactions on working memory component processes. Eur J Neurosci 2009; 29:1056-63. [DOI: 10.1111/j.1460-9568.2009.06647.x] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Montag C, Basten U, Stelzel C, Fiebach CJ, Reuter M. The BDNF Val66Met polymorphism and smoking. Neurosci Lett 2008; 442:30-3. [DOI: 10.1016/j.neulet.2008.06.064] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2008] [Revised: 06/24/2008] [Accepted: 06/24/2008] [Indexed: 01/23/2023]
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Stelzel C, Kraft A, Brandt SA, Schubert T. Dissociable neural effects of task order control and task set maintenance during dual-task processing. J Cogn Neurosci 2008; 20:613-28. [PMID: 18052784 DOI: 10.1162/jocn.2008.20053] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
The functional relevance of the lateral prefrontal cortex (lPFC) for the ability to process two tasks simultaneously has been debated extensively in previous studies that employed functional magnetic resonance imaging (fMRI) to investigate the neural correlates of dual-task processing. In the present fMRI study, we shed new light on this debate by directly comparing the lPFC activity changes for two cognitive functions commonly associated with dual-task performance: task order control and task set maintenance. We manipulated both functions in a 2 x 2 integrated parametric design. The fMRI data revealed a functional-neuroanatomical dissociation for the lPFC. Regions surrounding the inferior frontal sulcus and the middle frontal gyrus were exclusively associated with task order control but not with increased demands on task set maintenance during dual-task processing. The only lPFC region associated with task set maintenance was located in the left anterior insula. Outside the lPFC, we found dissociable regions for task order control and task set maintenance bilaterally in the premotor cortices with more rostral premotor activity for task order control and more caudal premotor activity for task set maintenance. In addition, task order control activated the intraparietal sulci bilaterally. Our data clearly suggest that task order control is a separable cognitive mechanism in dual-task situations that is related to activity changes in the lPFC and that can be dissociated from task set maintenance.
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Stelzel C, Schumacher EH, Schubert T, D'Esposito M. The neural effect of stimulus-response modality compatibility on dual-task performance: an fMRI study. Psychol Res 2005; 70:514-25. [PMID: 16175414 DOI: 10.1007/s00426-005-0013-7] [Citation(s) in RCA: 68] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2004] [Accepted: 04/07/2005] [Indexed: 10/25/2022]
Abstract
Recent fMRI studies suggest that the inferior frontal sulcus (IFS) is involved in the coordination of interfering processes in dual-task situations. The present study aims to further specify this assumption by investigating whether the compatibility between stimulus and response modalities modulates dual-task-related activity along the IFS. It has been shown behaviorally that the degree of interference, as measured by dual-task costs, increases in modality-incompatible conditions (e.g. visual-vocal tasks combined with auditory-manual tasks) as compared to modality-compatible conditions (e.g. visual-manual tasks combined with auditory-vocal tasks). Using fMRI, we measured IFS activity when participants performed modality-compatible and modality-incompatible single and dual tasks. Behaviorally, we replicated the finding of higher dual-task costs for modality-incompatible tasks compared to modality-compatible tasks. The fMRI data revealed higher activity along the IFS in modality-incompatible dual tasks compared with modality-compatible dual tasks when inter-individual variability in functional brain organization is taken into account. We argue that in addition to temporal order coordination (Szameitat et al., 2002), the IFS is involved in the coordination of cognitive processes associated with the concurrent mapping of sensory information onto corresponding motor responses in dual-task situations.
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Affiliation(s)
- Christine Stelzel
- Department of Psychology, Humboldt University Berlin, Rudower Chaussee 18, 12489, Berlin, Germany.
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van der Meer E, Friedrich M, Nuthmann A, Stelzel C, Kuchinke L. Picture-word matching: Flexibility in conceptual memory and pupillary responses. Psychophysiology 2003; 40:904-13. [PMID: 14986843 DOI: 10.1111/1469-8986.00108] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [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: 11/27/2022]
Abstract
The influence of levels of abstraction in picture-word matching was examined. The items each consisted of one picture and three successively presented words. Hierarchies with words for superordinate, basic, and subordinate level concepts were used (e.g., plant, flower, rose). The picture-word condition (congruent, incongruent), the word position (first, second, third), and the level of categorization (subordinate, basic, superordinate) were manipulated. Reaction times, error rates, and pupillary responses were recorded. Pupillary responses coincided with behavioral data. In general, there was an advantage for subordinate and basic level processing compared to superordinate level processing. However, switches to words for superordinate concepts were most facilitated. These findings support a two-step account of picture-word matching. First, the picture is categorized according to its concrete features. Second, amodal features are processed.
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Affiliation(s)
- Elke van der Meer
- Department of Psychology, Humboldt University at Berlin, Berlin, Germany.
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