Impact of brain arousal and time-on-task on autonomic nervous system activity in the wake-sleep transition
Open accessAbstract
BACKGROUND: Autonomic nervous system (ANS) activity has been shown to vary with the state of brain arousal. In a previous study, this association of ANS activity with distinct states of brain arousal was demonstrated using 15-min EEG data, but without directly controlling for possible time-on-task effects. In the current study we examine ANS-activity in fine-graded EEG-vigilance stages (indicating states of brain arousal) during two conditions of a 2-h oddball task while controlling for time-on-task. In addition, we analyze the effect of time-on-task on ANS-activity while holding the level of brain arousal constant. METHODS: Heart rate and skin conductance level of healthy participants were recorded during a 2-h EEG with eyes closed under simultaneous presentation of stimuli in an ignored (N = 39) and attended (N = 39) oddball condition. EEG-vigilance stages were classified using the Vigilance Algorithm Leipzig (VIGALL 2.1). The time-on-task effect was tested by dividing the EEG into four 30-min consecutive time blocks. ANS-activity was compared between EEG-vigilance stages across the entire 2 h and within each time block. RESULTS: We found a coherent decline of ANS-activity with declining brain arousal states, over the 2-h recording and in most cases within each 30-min block in both conditions. Furthermore, we found a significant time-on-task effect on heart rate, even when arousal was kept constant. It was most pronounced between the first and all subsequent blocks and could have been a consequence of postural change at the beginning of the experiment. CONCLUSION: Our findings contribute to the validation of VIGALL 2.1 using ANS parameters in 2-h EEG recording under oddball conditions.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Huang et al. (2018) found that a reduction of ANS activity (reflected in reduced mean HR and SCL over time) paralleled the decrease in vigilance and wakefulness before sleep onset.
“Huang et al. (2018) instead focused on the period before sleep onset and found that a reduction of activity of the ANS (reflected in reduced mean HR and SCL over time) paralleled the decrease in vigilance and wakefulness before sleep onset, calculated through an EEG-based algorithm.”
From Is autonomic nervous system function atypical in Attention Deficit Hyperactivity Disorder (ADHD)? A systematic review of the evidence (2020) · cites this paper as Huang et al. (2018)
The Discussion reports that HR and SCL decreased across lower EEG-vigilance stages during the two-hour recording, supporting the claimed parallel decline. But it also reports no time-on-task effect on SCL and a numerical increase in SCL across time blocks. Thus, the claim that both measures fell over time overstates the findings. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Rechtschaffen, A. (1968) · Medical Entomology and Zoology · Cited by 11,772 · see citing works
Hobson, J. A. (1969) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(69)90021-2 · Cited by 5,215 · see citing works
Toward the future of psychiatric diagnosis: the seven pillars of RDoC
Cuthbert, B. N., & Insel, T. R. (2013) · BMC Medicine · doi:10.1186/1741-7015-11-126 · Cited by 3,053 · see citing works
A critical review of the psychophysiology of driver fatigue
Lal, S., & Craig, A. (2001) · Biological Psychology · doi:10.1016/s0301-0511(00)00085-5 · Cited by 1,005 · see citing works
Cerebral states during sleep, as studied by human brain potentials.
Loomis, A. L., Harvey, E. N., & Hobart, G. (1937) · Journal of Experimental Psychology · doi:10.1037/h0057431 · Cited by 815 · see citing works
EEG-vigilance and BOLD effect during simultaneous EEG/fMRI measurement
Olbrich, S., Mulert, C., Karch, S., Trenner, M. U., Leicht, G., Pogarell, O. M., & Hegerl, U. (2008) · NeuroImage · doi:10.1016/j.neuroimage.2008.11.014 · Cited by 356 · see citing works
Self-citationKräuchi, K., Cajochen, C., & Wirz-Justice, A. (1997) · Journal of Applied Physiology · doi:10.1152/jappl.1997.83.1.134 · Cited by 227 · see citing works
The vigilance regulation model of affective disorders and ADHD
Hegerl, U., & Hensch, T. (2014) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.10.008 · Cited by 212 · see citing works
Self-citationCaldwell, J. A., Prazinko, B., & Caldwell, J. L. (2003) · Clinical Neurophysiology · doi:10.1016/s1388-2457(02)00283-3 · Cited by 150 · see citing works
The clinical and theoretical importance of EEG rhythms corresponding to states of lowered vigilance
Roth, B. (1961) · Electroencephalography and Clinical Neurophysiology · doi:10.1016/0013-4694(61)90008-6 · Cited by 131 · see citing works
<i>Concepts and Mechanisms of Generalized Central Nervous System Arousal</i>
Pfaff, D., Ribeiro, A., Matthews, J., & Kow, L. (2008) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1417.019 · Cited by 129 · see citing works
Activation of a distinct arousal state immediately after spontaneous awakening from sleep
Horner, R. L., Sanford, L. D., Pack, A. I., & Morrison, A. R. (1997) · Brain Research · doi:10.1016/s0006-8993(97)01045-7 · Cited by 118 · see citing works
Hyperstable regulation of vigilance in patients with major depressive disorder
Hegerl, U., Wilk, K., Olbrich, S., Schoenknecht, P., & Sander, C. (2011) · The World Journal of Biological Psychiatry · doi:10.3109/15622975.2011.579164 · Cited by 113 · see citing works
Self-citationGeissler, J. M., Romanos, M., Hegerl, U., & Hensch, T. (2014) · ADHD Attention Deficit and Hyperactivity Disorders · doi:10.1007/s12402-014-0144-z · Cited by 96 · see citing works
Self-citationBrain arousal regulation in adults with attention-deficit/hyperactivity disorder (ADHD)
Strauß, M., Ulke, C., Paucke, M., Huang, J., Mauche, N., Sander, C., Stark, T., & Hegerl, U. (2017) · Psychiatry Research · doi:10.1016/j.psychres.2017.12.043 · Cited by 88 · see citing works
Self-citationAssessment of Wakefulness and Brain Arousal Regulation in Psychiatric Research
Sander, C., Hensch, T., Wittekind, D. A., Böttger, D., & Hegerl, U. (2015) · Neuropsychobiology · doi:10.1159/000439384 · Cited by 64 · see citing works
Self-citationOlbrich, S., Sander, C., Matschinger, H., Mergl, R., Trenner, M. U., Schönknecht, P., & Hegerl, U. (2011) · Journal of Psychophysiology · doi:10.1027/0269-8803/a000061 · Cited by 61 · see citing works
Self-citationThe relationship between quantified EEG and skin conductance level
Lim, C. L., Barry, R. J., Gordon, E., Sawant, A., RENNIE, C. J., & Yiannikas, C. (1996) · International Journal of Psychophysiology · doi:10.1016/0167-8760(95)00049-6 · Cited by 54 · see citing works
Guenther, T., Schönknecht, P., Becker, G., Olbrich, S., Sander, C., Hesse, S., Meyer, P., Luthardt, J., Hegerl, U., & Sabri, O. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.01.059 · Cited by 47 · see citing works
Self-citationTest-retest reliability of brain arousal regulation as assessed with VIGALL 2.0
Huang, J., Sander, C., Jawinski, P., Ulke, C., Spada, J., Hegerl, U., & Hensch, T. (2015) · Neuropsychiatric Electrophysiology · doi:10.1186/s40810-015-0013-9 · Cited by 46 · see citing works
Self-citationJawinski, P., Kittel, J., Sander, C., Huang, J., Spada, J., Ulke, C., Wirkner, K., Hensch, T., & Hegerl, U. (2017) · SLEEP · doi:10.1093/sleep/zsx099 · Cited by 41 · see citing works
Self-citationThe effect of body posture on cognitive performance: a question of sleep quality
Muehlhan, M., Marxen, M., Landsiedel, J., Malberg, H., & Zaunseder, S. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00171 · Cited by 35 · see citing works
Ulke, C., Sander, C., Jawinski, P., Mauche, N., Huang, J., Spada, J., Wittekind, D. A., Mergl, R., Luck, T., Riedel-Heller, S. G., et al. (2016) · The World Journal of Biological Psychiatry · doi:10.1080/15622975.2016.1224924 · Cited by 35 · see citing works
Self-citationEvoked potentials and behavioral performance during different states of brain arousal
Huang, J., Hensch, T., Ulke, C., Sander, C., Spada, J., Jawinski, P., & Hegerl, U. (2017) · BMC Neuroscience · doi:10.1186/s12868-017-0340-9 · Cited by 35 · see citing works
Self-citationPostural control system influences intrinsic alerting state.
Barra, J., Auclair, L., Charvillat, A., Vidal, M., & Pérennou, D. A. (2015) · Neuropsychology · doi:10.1037/neu0000174 · Cited by 33 · see citing works
Human brain arousal in the resting state: a genome-wide association study
Jawinski, P., Kirsten, H., Sander, C., Spada, J., Ulke, C., Huang, J., Burkhardt, R., Scholz, M. R., Hensch, T., & Hegerl, U. (2018) · Molecular Psychiatry · doi:10.1038/s41380-018-0052-2 · Cited by 33 · see citing works
Self-citationAmano, T., Gerrett, N., Inoue, Y., Nishiyasu, T., Havenith, G., & Kondo, N. (2015) · European Journal of Applied Physiology · doi:10.1007/s00421-015-3275-9 · Cited by 30 · see citing works
Early report on brain arousal regulation in manic vs depressive episodes in bipolar disorder
Wittekind, D. A., Spada, J., Gross, A., Hensch, T., Jawinski, P., Ulke, C., Sander, C., & Hegerl, U. (2016) · Bipolar Disorders · doi:10.1111/bdi.12440 · Cited by 28 · see citing works
Self-citationPump, B., Gabrielsen, A., Christensen, N. J., Bie, P., Bestle, M. H., & Norsk, P. (1999) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.1999.277.1.r229 · Cited by 26 · see citing works
Nocturnal variations in subcutaneous blood flow rate in lower leg of normal human subjects
Sindrup, J. H., Kastrup, J., Jørgensen, B., Bülow, J., & Lassen, N. A. (1991) · American Journal of Physiology-Heart and Circulatory Physiology · doi:10.1152/ajpheart.1991.260.2.h480 · Cited by 23 · see citing works
Ulke, C., Huang, J., Schwabedal, J. T. C., Surova, G., Mergl, R., & Hensch, T. (2017) · Scientific Reports · doi:10.1038/s41598-017-09513-6 · Cited by 23 · see citing works
Self-citationDas AASM-Manual zum Scoring von Schlaf und assoziierten Ereignissen
Iber, C., Ancoli‐Israel, S., Chesson, A. L., & Quan, S. F. (2008) · Steinkopff eBooks · doi:10.1007/978-3-7985-1852-0 · Cited by 21 · see citing works
Arousal Regulation in Affective Disorders
Hegerl, U., Sander, C., & Hensch, T. (2016) · Elsevier eBooks · doi:10.1016/b978-0-12-802456-0.00012-1 · Cited by 17 · see citing works
Self-citationCircadian rhythm of heart rate and physical activity in nurses during day and night shifts
Nicoletti, C., Müller, C., Hayashi, C., Nakaseko, M., Tobita, I., & Läubli, T. (2015) · European Journal of Applied Physiology · doi:10.1007/s00421-015-3110-3 · Cited by 10 · see citing works
Ulke, C., Mauche, N., Makiol, C., Bednasch, K., Wittekind, D. A., Hegerl, U., & Strauß, M. (2018) · Bipolar Disorders · doi:10.1111/bdi.12610 · Cited by 6 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 1
- [5]Bente D Kranz H Heinrich K Vigilanz, dissoziative Vigilanzverschiebung und Insuffizienz des Vigilanztonus Begleitwirkungen und Misserfolge der psychiatrischen Pharmakotherapie 1964 Stuttgart Thieme
Cited by
Sorted by citations
Bellato, A., Arora, I., Hollis, C., & Groom, M. J. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2019.11.001 · Cited by 172 · see citing works
Li, G., Huang, S., Xu, W., Jiao, W., Jiang, Y., Gao, Z., & Zhang, J. (2020) · BMC Neuroscience · doi:10.1186/s12868-020-00569-1 · Cited by 151 · see citing works
Effects of curcumin on neurological diseases: focus on astrocytes
Eghbaliferiz, S., Farhadi, F., Barreto, G. E., Majeed, M. A., & Sahebkar, A. (2020) · Pharmacological Reports · doi:10.1007/s43440-020-00112-3 · Cited by 64 · see citing works
Vulnerability to bipolar disorder is linked to sleep and sleepiness
Hensch, T., Wozniak, D., Spada, J., Sander, C., Ulke, C., Wittekind, D. A., Thiery, J., Löffler, M., Jawinski, P., & Hegerl, U. (2019) · Translational Psychiatry · doi:10.1038/s41398-019-0632-1 · Cited by 45 · see citing works
Self-citationResting EEG Measures of Brain Arousal in a Multisite Study of Major Depression
Ulke, C., Tenke, C. E., Jürgen Kayser, A., Sander, C., Böttger, D., Wong, L. Y. X., Alvarenga, J. E., D, M. F. M., McGrath, P. J., Deldin, P. J., et al. (2018) · Clinical EEG and Neuroscience · doi:10.1177/1550059418795578 · Cited by 38 · see citing works
Self-citationFatigue and brain arousal in patients with major depressive disorder
Surova, G., Ulke, C., Schmidt, F. M., Hensch, T., Sander, C., & Hegerl, U. (2020) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-020-01216-w · Cited by 22 · see citing works
Self-citationBrain arousal regulation in SSRI-medicated patients with major depression
Ulke, C., Wittekind, D. A., Spada, J., Franik, K., Jawinski, P., Hensch, T., & Hegerl, U. (2018) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2018.11.003 · Cited by 19 · see citing works
Self-citationThe Big Five Personality Traits and Brain Arousal in the Resting State
Jawinski, P., Markett, S. A., Sander, C., Huang, J., Ulke, C., Hegerl, U., & Hensch, T. (2021) · Brain Sciences · doi:10.3390/brainsci11101272 · Cited by 19 · see citing works
Self-citationStrauß, M., Reif, A., Ulke, C., Paucke, M., Sander, C., Hegerl, U., Weber, H., Heupel, J., Kopf, J., & Kittel‐Schneider, S. (2019) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-019-01085-y · Cited by 11 · see citing works
Self-citationHuang, J., Ulke, C., & Strauss, M. (2019) · BMC Neuroscience · doi:10.1186/s12868-019-0526-4 · Cited by 10 · see citing works
Self-citationEnhancement of Closed-Loop Cognitive Stress Regulation Using Supervised Control Architectures
Azgomi, H. F., & Faghih, R. T. (2022) · IEEE Open Journal of Engineering in Medicine and Biology · doi:10.1109/ojemb.2022.3143686 · Cited by 8 · see citing works
Huang, J., Mauche, N., Ahlers, E., Bogatsch, H., Böhme, P., Ethofer, T., Fallgatter, A. J., Gallinat, J., Hegerl, U., Heuser, I., et al. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2023.1294314 · Cited by 8 · see citing works
Self-citationFatigue in Cancer and Neuroinflammatory and Autoimmune Disease: CNS Arousal Matters
Ulke, C., Surova, G., Sander, C., Engel, C., Wirkner, K., Jawinski, P., Hensch, T., & Hegerl, U. (2020) · Brain Sciences · doi:10.3390/brainsci10090569 · Cited by 6 · see citing works
Self-citationAtlas of temporal molecular pathological alterations after traumatic brain injury based on RNA-Seq
Zhang, Y., He, K., Zhang, C., Dang, H., Hei, J., Zhang, Y., Chen, P., Zhang, Z., Yang, Y., Wang, Z., et al. (2025) · Experimental Neurology · doi:10.1016/j.expneurol.2025.115270 · Cited by 4 · see citing works
Monotonous driving induces shifts in spatial attention as a function of handedness
Chandrakumar, D., Coussens, S. W., Keage, H. A. D., Banks, S., Dorrian, J., & Loetscher, T. (2021) · Scientific Reports · doi:10.1038/s41598-021-89054-1 · Cited by 4 · see citing works
Ulke, C., Jürgen Kayser, A., Tenke, C. E., Mergl, R., Sander, C., Panier, L. Y. X., Alvarenga, J. E., D, M. F. M., McGrath, P. J., Deldin, P. J., et al. (2024) · Psychiatry Research · doi:10.1016/j.psychres.2024.116165 · Cited by 3 · see citing works
Self-citationStrauß, M., Petroff, D., Huang, J., Ulke, C., Paucke, M., Bogatsch, H., Böhme, P., Hoffmann, K., Reif, A., Kittel‐Schneider, S., et al. (2020) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2020.12.003 · Cited by 3 · see citing works
Self-citationThe Big Five personality traits and CNS arousal in the resting statePreprint
Jawinski, P., Markett, S. A., Sander, C., Huang, J., Ulke, C., Hegerl, U., & Hensch, T. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.10.26.354647
Self-citationKeur‐Huizinga, L., Huizinga, N. A., Zekveld, A. A., Versfeld, N. J., de Geus, E. J. C., & Kramer, S. E. (2025) · Hearing Research · doi:10.1016/j.heares.2025.109523
Rudnicki, K., Rummens, K., Vandebosch, H., Schepper, J. D., & Poels, K. (2026) · Psychological Reports · doi:10.1177/00332941261437988
Basic Anatomy: Peripheral Nervous System
Jaeger, C. (2026) · Springer eBooks · doi:10.1007/978-3-032-20450-9_4
- Authors
- Huang, J., Ulke, C., Sander, C., Jawinski, P., Spada, J., Hegerl, U., & Hensch, T.
- Affiliations
- Leipzig University (DE)
- Stiftung Deutsche Depressionshilfe (DE)
- Corresponding author
- Huang, Jue
- Venue
- BMC Neuroscience
- Published
- 2018-04-11
- Volume
- 19
- Issue
- 1
- Pages
- 18-18
- ISSN
- 1471-2202 (ISSN-L)
- PMC
- PMC5896037
- OpenAlex
- W2803917681
- Cited by
- 22
- References
- 35
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 2 · 2022: 1 · 2021: 2 · 2020: 6 · 2019: 4 · 2018: 3
- FWCI
- 4.91
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Neuroscience (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Deutsche Bahn
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Rate Variability and Autonomic Control
- Life Sciences › Neuroscience › Cognitive Neuroscience › Mind wandering and attention
- Keywords
- autonomic nervous system activity, brain arousal, time-on-task effects, wake-sleep transition, heart rate, skin conductance level, oddball paradigm, sustained attention
- MeSH terms
- Autonomic Nervous System, Brain, Electroencephalography, Female, Heart Rate, Humans, Male, Sleep, Time Factors, Wakefulness
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review