Elsevier

Neuropsychologia

Volume 48, Issue 9, July 2010, Pages 2488-2495
Neuropsychologia

ERP indices for response inhibition are related to anxiety-related personality traits

https://doi.org/10.1016/j.neuropsychologia.2010.04.022Get rights and content

Abstract

Anxiety is often associated with impaired cognitive control and avoidance behaviour. The aim of this study was to investigate the effect of anxiety-related personality traits, such as anxiety sensitivity and trait anxiety, on event-related potentials of response inhibition in a standard Go/Nogo-paradigm. We focused on the Nogo-N2 and Nogo-P3 components, which probably represent different sub-processes of response inhibition. The Nogo-N2 was mainly influenced by trait anxiety, while it was slightly affected by anxiety sensitivity. In contrast, the Nogo-P3 was significantly associated with anxiety sensitivity, but was less affected by trait anxiety. Thus, anxious subjects seem to maintain a higher level of cognitive control to prepare and to monitor the outcome of their actions, which is differentially reflected in Nogo-N2 and Nogo-P3 potentials. Our results show that anxiety-related personality traits modulate electrophysiological responses related to cognitive control processes and should be taken into consideration in studies investigating response inhibition.

Introduction

Executive functions control cognitive processes. According to the theoretical model of Norman and Shallice (1986), the executive system is especially involved in planning, error correction, and the adaptation to novel situations (Norman and Shallice, 1986, Posner and Dehaene, 1994). Response inhibition, another component of this control system (Mostofsky & Simmonds, 2008), is described as the suppression of actions that are inappropriate in a given context. It can be examined experimentally in a Go/Nogo-task using event-related potentials (ERPs). In such a paradigm, subjects should respond to one target stimulus in the Go-condition and withhold responses to the target stimulus in the Nogo-condition.

Two fronto-central event-related potentials (ERPs) have been associated with larger amplitudes in Nogo- than in Go-trials (Eimer, 1993, Falkenstein et al., 1999). These components have been labelled as Nogo-N2 and Nogo-P3, and are considered to represent different sub-processes of response inhibition. The Nogo-N2 is assumed to reflect inhibition or revision of a motor plan prior to motor execution. In contrast, the Nogo-P3 has been associated with motor inhibition (Falkenstein et al., 1999, Smith et al., 2008, Zordan et al., 2008), but due to its long latency it has also been suggested that it reflects the monitoring of the outcome of inhibition (Righi et al., 2009, Schmajuk et al., 2006). Furthermore, both components seem to be differentially modulated by distinct neurobiological systems (Beste et al., 2010a, Beste et al., 2010b) supporting the assumption of different sub-processes of response inhibition.

Response inhibition and cognitive control have been associated with activity within the anterior cingulate cortex (ACC) and other frontal brain areas (Beste et al., 2008, Bokura et al., 2001, Falkenstein, 2006). Furthermore, the ACC is important for the integration of cognitive and emotional processes (Bush, Luu, & Posner, 2000), for the pathophysiology of psychiatric disorders (Damsa, Kosel, & Moussally, 2009), and is a crucial part of the human anxiety circuitry (Sehlmeyer et al., 2009). Patients with anxiety disorders may be characterized by neurocognitive deficits in inhibitory processing and response monitoring. While some studies observed smaller Nogo-N2 amplitudes (Herrmann et al., 2003, Kim et al., 2007), others found hyperactivation of the ACC (Ursu, Stenger, Shear, Jones, & Carter, 2003), enhanced Nogo-N2 and consequently increased response inhibition (Ruchsow et al., 2007).

While patients with anxiety disorders may show some degree of response over-inhibition, the question remains whether personality traits, which are closely related to pathological anxiety (Chambers et al., 2004, Naragon-Gainey, 2010, Schmidt et al., 2008), can also modulate cognitive functions, such as response inhibition, and electrophysiology, such as Nogo-components. There are two major psychological concepts concerning anxiety-related personality traits that may be linked to response inhibition: trait anxiety (TA) and anxiety sensitivity (AS). TA describes the tendency to respond fearfully to a wide variety of unspecific stressors, and the need for both security and cognitive control (Fales et al., 2008). In contrast, AS represents the specific tendency to respond fearfully to one's own bodily sensations and anxiety-related symptoms, which is based on the belief that these symptoms are harmful (McNally, 2002). It has been a matter of controversial debates whether AS and TA represent common or different concepts of anxiety (Lilienfeld, 1996, McNally, 1996, McWilliams and Cox, 2001, Muris et al., 2001). Actually, it is assumed that they both are related to each other and focus each on different facets of anxiety. While TA concentrates on cognitive anxiety symptoms, AS refers to physical and psychological anxiety symptoms.

In general, the interplay of anxiety traits, cognitive individual differences and electrophysiology has been investigated by recent research (Karch et al., 2008, Manly et al., 1999, Roche et al., 2005). For example, it has been shown that subjects with high trait anxiety or anxiety sensitivity display anxiety-related attentional biases (Bar-Haim, Lamy, Pergamin, Bakermans-Kranenburg, & van, 2007) and may thus show modified ERP components, cognitive performances (flanker task: Dennis and Chen, 2009, Moser et al., 2005; n-back: Holmes, Nielsen, Tipper, & Green, 2009; stroop: Taake, Jaspers-Fayer, & Liotti, 2009 or processing of affective information Carretie et al., 2004, Dennis and Chen, 2007, Fox et al., 2008, Li et al., 2005, Mercado et al., 2006, Most et al., 2006, Rossignol et al., 2005). So far, only few studies emphasized the importance of monitoring anxiety traits with regard to response inhibition and Nogo-components (Karch et al., 2008, Righi et al., 2009). In particular, Righi et al. (2009) reported that, during a Go/Nogo-task, the N2-component was increased in trait and state anxious, healthy subjects, while the P3 was decreased in subjects who reported a higher frequency of cognitive failures.

To the best of our knowledge, this is the first study investigating the influence of two different anxiety-related personality constructs, such as TA and AS, on event-related potentials in a Go/Nogo-paradigm in healthy subjects. We hypothesize that individuals with high levels of TA and AS show a specific enhancement of executive control in this response inhibition task. We assume that persons with high anxiety are characterized by increased cognitive control and an enhanced evaluation of their behavioural outcomes, which may be reflected by increased Nogo-N2 and Nogo-P3 responses, and fewer false alarm rates. Moreover, with respect to each anxiety construct (AS, TA), we expect differential effects on Nogo-N2 and -P3 components.

Section snippets

Subjects

Subjects were 54 right-handed undergraduates at the University of Muenster without any medical, neurological and psychiatric disorders (39 female, 15 male; mean age = 22.58 years, standard deviation (S.D.) = 2.03, range 19–28 years). They all gave written informed consent in accordance with the guidelines of the ethical standards of the Declaration of Helsinki. All procedures were approved by the local Institutional Ethical Review Board.

Self-reports

Personality traits were determined on the day of

Behavioural data

The mean ASI score was 18.63 (standard deviation S.D. = 11.42, range = 3–57), the mean STAI trait score 33.90 (S.D. = 8.36, range = 21–64). The ASI and STAI trait scores were significantly correlated (r = 0.38; p < 0.01; R2 = 0.14). Mean reaction times were 287.04 ms (S.D. = 21.77) and the mean false alarm rate 7.1% (S.D. = 2.24). To assess the effects of anxiety on the behavioural performance (RTs, false alarm rates), hierarchical regression analyses with AS, TA, age and gender as regressors were performed (see

Discussion

We examined response inhibition in healthy individuals with respect to the influence of different anxiety-related personality traits. To the best of our knowledge, this study is the first showing that the Nogo-N2 and Nogo-P3, which reflect sub-processes of response inhibition (Falkenstein et al., 1999), are differentially modulated by trait anxiety and anxiety sensitivity in healthy subjects. In line with our prediction, the Nogo-N2 and Nogo-P3 were associated with enhanced anxiety.

Acknowledgements

This work was supported by a young investigator grant to C.K. by the Interdisciplinary Centre for Clinical Research of the University of Münster, Germany (IZKF). C.S. was supported by the German Ministry of Science (Bundesministerium für Bildung und Forschung, BMBF Paniknetz, “Improving CBT for panic by identifying the active ingredients and understanding the mechanisms of action—a multicenter trial”) and by a university grant from the University of Muenster.

References (66)

  • K. Domschke et al.

    Interoceptive sensitivity in anxiety and anxiety disorders: An overview and integration of neurobiological findings

    Clinical Psychology Review

    (2010)
  • M. Eimer

    Effects of attention and stimulus probability on ERPs in a Go/Nogo task

    Biological Psychology

    (1993)
  • M. Falkenstein

    Inhibition, conflict and the Nogo-N2

    Clinical Neurophysiology

    (2006)
  • M. Falkenstein et al.

    ERP components in Go/Nogo tasks and their relation to inhibition

    Acta Psychologica (Amst)

    (1999)
  • G. Gratton et al.

    A new method for off-line removal of ocular artifact

    Electroencephalography and Clinical Neurophysiology

    (1983)
  • M.J. Herrmann et al.

    Reduced response-inhibition in obsessive-compulsive disorder measured with topographic evoked potential mapping

    Psychiatry Research

    (2003)
  • Y.X. Huang et al.

    Influence of trait-anxiety on inhibition function: Evidence from ERPs study

    Neuroscience Letters

    (2009)
  • S. Karch et al.

    Influence of trait anxiety on inhibitory control in alcohol-dependent patients: Simultaneous acquisition of ERPs and BOLD responses

    Journal of Psychiatric Research

    (2008)
  • T. Manly et al.

    The absent mind: Further investigations of sustained attention to response

    Neuropsychologia

    (1999)
  • J.M. McDermott et al.

    A history of childhood behavioral inhibition and enhanced response monitoring in adolescence are linked to clinical anxiety

    Biological Psychiatry

    (2009)
  • R.J. McNally

    Anxiety sensitivity and panic disorder

    Biological Psychiatry

    (2002)
  • L.A. McWilliams et al.

    How distinct is anxiety sensitivity from trait anxiety? A re-examination from a multidimensional perspective

    Personality and Individual Differences

    (2001)
  • F. Mercado et al.

    The influence of emotional context on attention in anxious subjects: Neurophysiological correlates

    Journal of Anxiety Disorders

    (2006)
  • S.B. Most et al.

    Attentional modulation of the amygdala varies with personality

    Neuroimage

    (2006)
  • P. Muris et al.

    Anxiety sensitivity in adolescents: Factor structure and relationships to trait anxiety and symptoms of anxiety disorders and depression

    Behaviour Research and Therapy

    (2001)
  • M.I. Posner et al.

    Attentional networks

    Trends in Neurosciences

    (1994)
  • S. Reiss et al.

    Anxiety sensitivity, anxiety frequency and the prediction of fearfulness

    Behaviour Research and Therapy

    (1986)
  • S. Righi et al.

    Anxiety, cognitive self-evaluation and performance: ERP correlates

    Journal of Anxiety Disorders

    (2009)
  • I.H Robertson et al.

    ‘Oops!’: Performance correlates of everyday attentional failures in traumatic brain injured and normal subjects

    Neuropsychologia

    (1997)
  • M. Rossignol et al.

    The perception of fearful and happy facial expression is modulated by anxiety: An event-related potential study

    Neuroscience Letters

    (2005)
  • M. Schmajuk et al.

    Electrophysiological activity underlying inhibitory control processes in normal adults

    Neuropsychologia

    (2006)
  • N.B. Schmidt et al.

    Anxiety sensitivity as an incremental predictor of later anxiety symptoms and syndromes

    Comprehensive Psychiatry

    (2008)
  • J.L. Smith et al.

    Movement-related potentials in the Go/NoGo task: The P3 reflects both cognitive and motor inhibition

    Clinical Neurophysiology

    (2008)
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    C.S. and C.K. contributed equally as first authors.

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