Nx4 Reduced Susceptibility to Distraction in an Attention Modulation Task
Kathrin Mayer, Marina Krylova, Sarah Alizadeh, Hamidreza Jamalabadi, Johan van der Meer, Johannes C Vester, Britta Naschold, Myron Schultz, Martin Walter, Kathrin Mayer, Marina Krylova, Sarah Alizadeh, Hamidreza Jamalabadi, Johan van der Meer, Johannes C Vester, Britta Naschold, Myron Schultz, Martin Walter
Abstract
Background: Stress adversely affects the attentional focus, the active concentration on stimuli, and increases susceptibility to distraction. To experimentally explore the susceptibility to distraction, the Attention Modulation by Salience Task (AMST) is a validated paradigm measuring reaction times (RT) for processing auditory information while presenting task-irrelevant visual distractors of high or low salience. We extended the AMST by an emotional dimension of distractors and an EEG-based evaluation. We then investigated the effect of the stress-relieving medication Neurexan (Nx4) on the participants' susceptibility to distraction. Methods: Data from a randomized, placebo-controlled, crossover trial (NEURIM study; ClinicalTrials.gov: NCT02602275) were exploratively reanalyzed post-hoc. In this trial, 39 participants received a single dose of placebo or Nx4 immediately before the AMST. Participants had to discriminate two different tone modulations (ascending or descending) while simultaneously perceiving task-irrelevant pictures of different salience (high or low) or valence (negative or positive) as distractors. Using EEG recordings, RT and the event-related potential (ERP) components N1, N2, and N3 were analyzed as markers for susceptibility to distraction. Results: In the placebo condition, we could replicate the previously reported task effects of salient distractors with longer RT for high salient distractors on the behavioral level. On the electrophysiological level, we observed significantly increased amplitudes of the N2 and N3 ERP components for positive emotional pictures. In terms of drug effect, we found evidence that Nx4 reduced distractibility by emotional distractors. The effect was shown by significantly reduced amplitudes of N2 and N3 ERP components and reduced RT for the positive valence domain under Nx4 compared to placebo. The Nx4 effects on RT and ERP components also showed a significant correlation. Conclusion: Emotional distractors in addition to the previously used salience distractors and the EEG based evaluation of ERPs valuably complement the AMST. Salient distractors were affecting attentional processes earlier, while valent distractors show modulatory effects later. Our results suggest that Nx4 has beneficial effects on attention by inhibiting the effect of task-irrelevant information and reducing susceptibility to emotionally distracting stimuli. The observation of a beneficial impact of Nx4 on attention regulation is supportive of Nx4's claim as a stress-relieving medication.
Keywords: EEG; ERP; Neurexan; attention modulation; natural medicine; reaction time; stress.
Conflict of interest statement
BN and MS were employed by Biologische Heilmittel Heel GmbH. MW received institutional research support from Heel paid to his institution for this study, and from BrainWaveBank, H. Lundbeck A/S and LivaNova Belgium N.V., LivaNova PLC outside the submitted work. The University of Tübingen received institutional fees for advisory services by MW from Heel GmbH, Servier Deutschland GmbH, Bayer AG and Janssen-Cilag GmbH. The University of Tübingen received financial support for conference attendance of KM, MK, SA, and HJ from Heel for presenting data of this study not reported in this article for this study. JV is a senior biometric consultant of idv Datenanalyse & Versuchsplanung (conceptualization, methodology, formal analysis, writing–original draft, writing–review, and editing) and received personal fees for biometric services from the Foundation of the Society for the Study of Neuroprotection and Neuroplasticity (SSNN) outside the submitted work, and idv Datenanalyse & Versuchsplanung received payments for biometric services from Heel, University Medical Center Göttigen, IgNova GmbH, Abnoba GmbH, AOP Orphan Pharmaceuticals AG, IDEA AG, PBB Entrepreneur Ltd., Tillots Pharma AG, STORZ Medical AG, EVER Neuro Pharma GmbH, MUCOS Pharma GmbH & Co. KG, Steigerwald Arzneimittelwerk GmbH outside the submitted work. MS and BN are employed by Heel (conceptualization, project administration, methodology, validation, writing–review, editing, and supervision). KM, MK, SA, HJ, and JM were part of MW team for this study and declare no other conflict of interest outside the submitted work. All investigators followed the institutional guidelines for COI management in full compliance with the regulations of the Otto v. Guericke University, Magdeburg.
Copyright © 2021 Mayer, Krylova, Alizadeh, Jamalabadi, van der Meer, Vester, Naschold, Schultz and Walter.
Figures
References
- Götting FN, Borchardt V, Demenescu LR, Teckentrup V, Dinica K, Lord AR, et al. . Higher interference susceptibility in reaction time task is accompanied by weakened functional dissociation between salience and default mode network. Neurosci Lett. (2017) 649:34–40. 10.1016/j.neulet.2017.03.035
- Zink CF, Pagnoni G, Martin ME, Dhamala M, Berns GS. Human striatal response to salient nonrewarding stimuli. J Neurosci. (2003) 23:8092–7. 10.1523/JNEUROSCI.23-22-08092.2003
- Zink CF, Pagnoni G, Chappelow J, Martin-Skurski M, Berns GS. Human striatal activation reflects degree of stimulus saliency. NeuroImage. (2006) 29:977–83. 10.1016/j.neuroimage.2005.08.006
- Anderson BA. A value-driven mechanism of attentional selection. J Vis. (2013) 13:7. 10.1167/13.3.7
- Corbetta M, Shulman GL. Control of goal-directed and stimulus-driven attention in the brain. Nat Rev Neurosci. (2002) 3:201–15. 10.1038/nrn755
- Huang L, Pashler H. Quantifying object salience by equating distractor effects. Vision Res. (2005) 45:1909–20. 10.1016/j.visres.2005.01.013
- Russell JA. A circumplex model of affect. J Pers Soc Psychol. (1980) 39:1161–78. 10.1037/h0077714
- Vuilleumier P. How brains beware: neural mechanisms of emotional attention. Trends Cogn Sci. (2005) 9:585–94. 10.1016/j.tics.2005.10.011
- Schneirla TC. An evolutionary and developmental theory of biphasic processes underlying approach and withdrawal. In: Jones MR, editor. Nebraska Symposium on Motivation. Oxford, England: Univer. Nebraska Press; (1959). p. 1–42.
- Cooper JC, Knutson B. Valence and salience contribute to nucleus accumbens activation. NeuroImage. (2008) 39:538–47. 10.1016/j.neuroimage.2007.08.009
- Morris JS, Ohman A, Dolan RJ. A subcortical pathway to the right amygdala mediating “unseen” fear. Proc Natl Acad Sci USA. (1999) 96:1680–5. 10.1073/pnas.96.4.1680
- LeDoux JE. Emotion circuits in the brain. Annu Rev Neurosci. (2000) 23:155–84. 10.1146/annurev.neuro.23.1.155
- Olofsson JK, Nordin S, Sequeira H, Polich J. Affective picture processing: an integrative review of ERP findings. Biol Psychol. (2008) 77:247–65. 10.1016/j.biopsycho.2007.11.006
- Humphrey K, Underwood G, Lambert T. Salience of the lambs: a test of the saliency map hypothesis with pictures of emotive objects. J Vis. (2012) 12:22. 10.1167/12.1.22
- Keogh E, Bond FW, French CC, Richards A, Davis RE. Test anxiety, susceptibility to distraction and examination performance. Anxiety Stress Coping. (2004) 17:241–52. 10.1080/10615300410001703472
- Plessow F, Kiesel A, Kirschbaum C. The stressed prefrontal cortex and goal-directed behaviour: acute psychosocial stress impairs the flexible implementation of task goals. Exp Brain Res. (2012) 216:397–408. 10.1007/s00221-011-2943-1
- Sänger J, Bechtold L, Schoofs D, Blaszkewicz M, Wascher E. The influence of acute stress on attention mechanisms and its electrophysiological correlates. Front Behav Neurosci. (2014) 8:353. 10.3389/fnbeh.2014.00353
- Pessoa L, Kastner S, Ungerleider LG. Neuroimaging studies of attention: from modulation of sensory processing to top-down control. J Neurosci. (2003) 23:3990–8. 10.1523/JNEUROSCI.23-10-03990.2003
- Valentino RJ, Van Bockstaele E. Convergent regulation of locus coeruleus activity as an adaptive response to stress. Eur J Pharmacol. (2008) 583:194–203. 10.1016/j.ejphar.2007.11.062
- Benarroch EE. The locus ceruleus norepinephrine system: functional organization and potential clinical significance. Neurology. (2009) 73:1699–704. 10.1212/WNL.0b013e3181c2937c
- Starcevic A. ed. Chronic Stress and Its Effect on Brain Structure and Connectivity. Hershey, PA: IGI Global; (2019).
- Schneiderman N, Ironson G, Siegel SD. Stress and health: psychological, behavioral, and biological determinants. Annu Rev Clin Psychol. (2005) 1:607–28. 10.1146/annurev.clinpsy.1.102803.144141
- McEwen BS, Sapolsky RM. Stress and cognitive function. Curr Opin Neurobiol. (1995) 5:205–16. 10.1016/0959-4388(95)80028-X
- Sandi C. Stress, cognitive impairment and cell adhesion molecules. Nat Rev Neurosci. (2004) 5:917–30. 10.1038/nrn1555
- Waldschütz R, Klein P. The homeopathic preparation neurexan vs. valerian for the treatment of insomnia: an observational study. ScientificWorldJournal. (2008) 8:411–20. 10.1100/tsw.2008.61
- Doering BK, Wegner A, Hadamitzky M, Engler H, Rief W, Schedlowski M. Effects of Neurexan® in an experimental acute stress setting–an explorative double-blind study in healthy volunteers. Life Sci. (2016) 146:139–47. 10.1016/j.lfs.2015.12.058
- Herrmann L, Vicheva P, Kasties V, Danyeli LV, Szycik GR, Denzel D, et al. . fMRI revealed reduced amygdala activation after Nx4 in mildly to moderately stressed healthy volunteers in a randomized, placebo-controlled, cross-over trial. Sci Rep. (2020) 10:3802. 10.1038/s41598-020-60392-w
- Dinica K, Demenescu LR, Lord A, Krause AL, Kaiser R, Horn D, et al. . Self-directedness and the susceptibility to distraction by saliency. Cogn Emot. (2016) 30:1461–9. 10.1080/02699931.2015.1070792
- Lang PJ, Bradley MM, Cuthbert BN. Emotion, attention, and the startle reflex. Psychol Rev. (1990) 97:377–95. 10.1037/0033-295X.97.3.377
- Delorme A, Makeig S. EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J Neurosci Methods. (2004) 134:9–21. 10.1016/j.jneumeth.2003.10.009
- Whelan R. Effective analysis of reaction time data. Psychol Rec. (2008) 58:475–82. 10.1007/BF03395630
- Luck SJ, Gaspelin N. How to get statistically significant effects in any ERP experiment (and why you shouldn't). Psychophysiology. (2017) 54:146–57. 10.1111/psyp.12639
- Hansen CH, Hansen RD. Finding the face in the crowd: an anger superiority effect. J Pers Soc Psychol. (1988) 54:917–24. 10.1037/0022-3514.54.6.917
- Pratto F, John OP. Automatic vigilance: the attention-grabbing power of negative social information. J Pers Soc Psychol. (1991) 61:380–91. 10.1037/0022-3514.61.3.380
- Birbaumer N, Öhman A. The Structure of Emotion: Psychophysiological, Cognitive and Clinical Aspects. Seattle: Huber; (1993).
- Wang Y, Chen J, Yue Z. Positive emotion facilitates cognitive flexibility: an fMRI Study. Front Psychol. (2017) 8:1832. 10.3389/fpsyg.2017.01832
- Pessoa L, McKenna M, Gutierrez E, Ungerleider LG. Neural processing of emotional faces requires attention. Proc Natl Acad Sci USA. (2002) 99:11458–63. 10.1073/pnas.172403899
- Pessoa L, Ungerleider LG. Neuroimaging studies of attention and the processing of emotion-laden stimuli. Prog Brain Res. (2004) 144:171–82. 10.1016/S0079-6123(03)14412-3
- Vuilleumier P, Huang YM. Emotional attention: uncovering the mechanisms of affective biases in perception. Curr Dir Psychol Sci. (2009) 18:148–52. 10.1111/j.1467-8721.2009.01626.x
- Näätänen R, Winkler I. The concept of auditory stimulus representation in cognitive neuroscience. Psychol Bull. (1999) 125:826–59. 10.1037/0033-2909.125.6.826
- Giard MH, Perrin F, Echallier JF, Thévenet M, Froment JC, Pernier J. Dissociation of temporal and frontal components in the human auditory N1 wave: a scalp current density and dipole model analysis. Electroencephalogr Clin Neurophysiol. (1994) 92:238–52. 10.1016/0168-5597(94)90067-1
- Budd TW, Barry RJ, Gordon E, Rennie C, Michie PT. Decrement of the N1 auditory event-related potential with stimulus repetition: habituation vs. refractoriness. Int J Psychophysiol. (1998) 31:51–68. 10.1016/S0167-8760(98)00040-3
- Opitz B, Mecklinger A, Von Cramon DY, Kruggel F. Combining electrophysiological and hemodynamic measures of the auditory oddball. Psychophysiology. (1999) 36:142–7. 10.1017/S0048577299980848
- Bekker EM, Kenemans JL, Verbaten MN. Source analysis of the N2 in a cued Go/NoGo task. Brain Res Cogn Brain Res. (2005) 22:221–31. 10.1016/j.cogbrainres.2004.08.011
- Neville H, Snyder E, Woods D, Galambos R. Recognition and surprise alter the human visual evoked response. Proc Natl Acad Sci USA. (1982) 79:2121–3. 10.1073/pnas.79.6.2121
- Mueller V, Brehmer Y, von Oertzen T, Li SC, Lindenberger U. Electrophysiological correlates of selective attention: a lifespan comparison. BMC Neurosci. (2008) 9:18. 10.1186/1471-2202-9-18
- Yuan J, Zhang Q, Chen A, Li H, Wang Q, Zhuang Z, et al. . Are we sensitive to valence differences in emotionally negative stimuli? electrophysiological evidence from an ERP study. Neuropsychologia. (2007) 45:2764–71. 10.1016/j.neuropsychologia.2007.04.018
Source: PubMed