Individual differences in fear-potentiated startle as a function of resting heart rate variability: implications for panic disorder
Abstract
Background Anticipatory anxiety, which can be indexed by the startle potentiation to a threat of shock, has been implicated in the development of panic disorder. Large individual differences exist in startle potentiation to threat of shock but few differences have been found between panic patients in general and non-anxious controls. The present studies explored resting heart rate variability (HRV) as a source of individual differences in startle potentiation in students at risk for panic disorder and in unmedicated panic patients.Methods Participants in Study 1 were 22 students high and 21 students low in anxiety sensitivity (AS). Nine unmedicated panic patients and 15 matched non-anxious controls were included in Study 2. Startle potentiation to the threat of shock was examined as a function of AS (Study 1) and diagnostic category (Study 2) as well as resting HRV.Results Whereas no differences in startle potentiation were found as a function of AS or panic disorder diagnosis in general, both studies revealed that low resting HRV was associated with exaggerated startle responses to the threat of shock.Conclusions The present results replicate and extend the sparse literature on fear-potentiated startle in panic disorder. Low HRV was associated with more pronounced startle potentiation to both explicit and contextual cues. Thus, low HRV may be a useful endophenotype for at least some anxiety disorders.
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Even if safety cues are available, they are often not recognized.
“Importantly, more recent studies have shown that even if safety cues are available, they are often not recognized (e.g.Maren et al., 2013;Melzig et al., 2009;Pappens et al., 2014;Ruiz-Padial et al., 2003;Wendt et al., 2015).”
From Exposed to events that never happen: generalized unsafety, the default stress response, and prolonged autonomic activity (2017) · cites this paper as Melzig et al., 2009
The third personal domain in which GU and low HRV may occur is in situations or environments that are neutral (safe) by themselves, but that have acquired a threat value by their association with a stressor, through context conditioning.
“So, the third personal domain in which GU and low HRV may occur is in situations, or environments that are neutral (safe) by themselves, but that have acquired a threat value by their association with a stressor, through context conditioning (Grillon et al., 2006;Melzig et al., 2009).”
From Exposed to events that never happen: generalized unsafety, the default stress response, and prolonged autonomic activity (2017) · cites this paper as Melzig et al., 2009
Cites
Diagnostic and Statistical Manual of Mental Disorders
Williams, J. B. W., & First, M. B. (2013) · Oxford University Press eBooks · doi:10.1093/acrefore/9780199975839.013.104 · Cited by 109,841 · see citing works
(1970) · Cited by 24,983 · see citing works
Diagnostic and Statistical Manual of Mental Disorders
(2012) · Springer eBooks · doi:10.1007/springerreference_121117 · Cited by 20,769 · see citing works
Heart Rate Variability: Standards of Measurement, Physiological Interpretation, and Clinical Use
Electrophysiology, T. F. O. T. E. S. O. C. T. N. A. (1996) · Circulation · doi:10.1161/01.cir.93.5.1043 · Cited by 17,159 · see citing works
Heart rate variability: Standards of measurement, physiological interpretation, and clinical use
Malik, M., Bigger, J. T., Camm, A. J., Kleiger, R. E., Malliani, A., Moss, A. J., & Schwartz, P. J. (1996) · European Heart Journal · doi:10.1093/oxfordjournals.eurheartj.a014868 · Cited by 15,289 · see citing works
The Endophenotype Concept in Psychiatry: Etymology and Strategic Intentions
Gottesman, I. I., & Gould, T. D. (2003) · American Journal of Psychiatry · doi:10.1176/appi.ajp.160.4.636 · Cited by 5,615 · see citing works
(2001) · doi:10.1017/cbo9780511546396 · Cited by 4,482 · see citing works
A model of neurovisceral integration in emotion regulation and dysregulation
Thayer, J. F., & Lane, R. D. (2000) · Journal of Affective Disorders · doi:10.1016/s0165-0327(00)00338-4 · Cited by 3,092 · see citing works
Size and burden of mental disorders in Europe—a critical review and appraisal of 27 studies
Wittchen, H.-U., & Jacobi, F. (2005) · European Neuropsychopharmacology · doi:10.1016/j.euroneuro.2005.04.012 · Cited by 1,503 · see citing works
Cognitive Neuroscience of Emotion
(1999) · doi:10.1093/oso/9780195118889.001.0001 · Cited by 1,288 · see citing works
Chambless, D. L., Caputo, G. C., Bright, P., & Gallagher, R. (1984) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.52.6.1090 · Cited by 1,247 · see citing works
Chambless, D. L., Caputo, G. C., Bright, P., & Gallagher, R. (1984) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.52.6.1090 · Cited by 1,247 · see citing works
Fear and anxiety: Animal models and human cognitive psychophysiology
Lang, P. J., Davis, M., & Öhman, A. (2000) · Journal of Affective Disorders · doi:10.1016/s0165-0327(00)00343-8 · Cited by 1,162 · see citing works
Unraveling the mysteries of anxiety and its disorders from the perspective of emotion theory.
Barlow, D. H. (2000) · American Psychologist · doi:10.1037/0003-066x.55.11.1247 · Cited by 1,135 · see citing works
Bradley, M. M., & Lang, P. J. (2009) · Cambridge University Press eBooks · doi:10.1017/cbo9780511546396.025 · Cited by 1,047 · see citing works
A modern learning theory perspective on the etiology of panic disorder.
Bouton, M. E., Mineka, S., & Barlow, D. H. (2001) · Psychological Review · doi:10.1037/0033-295x.108.1.4 · Cited by 1,017 · see citing works
Affective style, psychopathology, and resilience: Brain mechanisms and plasticity
Davidson, R. J. (2000) · American Psychologist · doi:10.1037/0003-066x.55.11.1196 · Cited by 890 · see citing works
Affective style, psychopathology, and resilience: Brain mechanisms and plasticity.
Davidson, R. J. (2000) · American Psychologist · doi:10.1037//0003-066x.55.11.1196 · Cited by 886 · see citing works
Software for advanced HRV analysis
Niskanen, J., Tarvainen, M. P., Ranta-aho, P. O., & Karjalainen, P. A. (2004) · Computer Methods and Programs in Biomedicine · doi:10.1016/j.cmpb.2004.03.004 · Cited by 789 · see citing works
The Mobility Inventory for Agoraphobia
Chambless, D. L., Caputo, G. C., Jasin, S. E., Gracely, E. J., & Williams, C. (1985) · Behaviour Research and Therapy · doi:10.1016/0005-7967(85)90140-8 · Cited by 775 · see citing works
An autonomic flexibility–neurovisceral integration model of anxiety and cardiac vagal tone
Friedman, B. H. (2007) · Biological Psychology · doi:10.1016/j.biopsycho.2005.08.009 · Cited by 739 · see citing works
Anxiety sensitivity and panic disorder
McNally, R. J. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01475-0 · Cited by 717 · see citing works
Hautzinger, M., Keller, F., & Kühner, C. (2006) · Cited by 663 · see citing works
Schmidt, N. B., Lerew, D. R., & Jackson, R. J. (1997) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.106.3.355 · Cited by 644 · see citing works
Psychosomatics and psychopathology: looking up and down from the brain
Thayer, J. F., & Brosschot, J. F. (2005) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2005.04.014 · Cited by 616 · see citing works
Autonomic balance revisited: Panic anxiety and heart rate variability
Friedman, B. H., & Thayer, J. F. (1998) · Journal of Psychosomatic Research · doi:10.1016/s0022-3999(97)00202-x · Cited by 616 · cited 3× · see citing works
“Whereas a review of the evidence for low HRV as an endophenotype for panic disorder or psychopathology more generally is beyond the scope of the present paper, much of this evidence in the case of panic disorder has been summarized previously ( Friedman and Thayer, 1998a; Friedman, 2007).”
BackgroundInfluentialSelf-citationSchmidt, N. B., Lerew, D. R., & Jackson, R. J. (1997) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.106.3.355 · Cited by 533 · see citing works
Psychiatric endophenotypes and the development of valid animal models
Gould, T. D., & Gottesman, I. I. (2005) · Genes Brain & Behavior · doi:10.1111/j.1601-183x.2005.00186.x · Cited by 507 · see citing works
Startle reactivity and anxiety disorders: aversive conditioning, context, and neurobiology
Grillon, C. (2002) · Biological Psychiatry · doi:10.1016/s0006-3223(02)01665-7 · Cited by 498 · see citing works
Fear‐Potentiated Startle in Humans: Effects of Anticipatory Anxiety on the Acoustic Blink Reflex
Grillon, C., AMELI, R., Woods, S. W., Merikangas, K., & Davis, M. (1991) · Psychophysiology · doi:10.1111/j.1469-8986.1991.tb01999.x · Cited by 462 · see citing works
Schmidt, N. B., Lerew, D. R., & Jackson, R. J. (1999) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.108.3.532 · Cited by 408 · see citing works
Friedman, B. H., & Thayer, J. F. (1998) · Biological Psychology · doi:10.1016/s0301-0511(97)00027-6 · Cited by 404 · see citing works
Functional neuroanatomy of aversion and its anticipation
Nitschke, J. B., Sarinopoulos, I., Mackiewicz, K. L., Schaefer, H. S., & Davidson, R. J. (2006) · NeuroImage · doi:10.1016/j.neuroimage.2005.06.068 · Cited by 398 · see citing works
The role of the amygdala in conditioned and unconditioned fear and anxiety
Davis, M. (2000) · The Amygdala · doi:10.1093/oso/9780198505013.003.0006 · Cited by 384 · see citing works
Predictors of panic attacks in adolescents
HAYWARD, C., KILLEN, J. D., KRAEMER, H. C., & TAYLOR, C. B. (2000) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1097/00004583-200002000-00021 · Cited by 371 · see citing works
Inhibition of the Amygdala: Key to Pathological States?
Quirk, G. J., & Gehlert, D. R. (2003) · Annals of the New York Academy of Sciences · doi:10.1111/j.1749-6632.2003.tb07087.x · Cited by 308 · see citing works
Hamm, A. O., Cuthbert, B. N., Globisch, J., & Vaitl, D. (1997) · Psychophysiology · doi:10.1111/j.1469-8986.1997.tb02420.x · Cited by 308 · see citing works
The psychophysiology of anxiety disorder: Fear memory imagery
Cuthbert, B. N., Lang, P. J., Strauss, C., Drobes, D., Patrick, C. J., & Bradley, M. M. (2003) · Psychophysiology · doi:10.1111/1469-8986.00043 · Cited by 285 · see citing works
The American Association for Research into Nervous and Mental Diseases, Davis, M., Walker, D. L., & Lee, Y. (1997) · Philosophical Transactions of the Royal Society of London. Series B: Biological Sciences · doi:10.1098/rstb.1997.0149 · Cited by 254 · see citing works
DIPS: Diagnostisches Interview bei psychischen Störungen
Margraf, J., Schneider, S., & Ehlers, A. (1994) · Springer eBooks · doi:10.1007/978-3-662-06753-6 · Cited by 231 · see citing works
Baseline and fear-potentiated startle in panic disorder patients
Grillon, C., Ameli, R., Goddard, A., Woods, S. W., & Davis, M. (1994) · Biological Psychiatry · doi:10.1016/0006-3223(94)90040-x · Cited by 212 · see citing works
DIPS Diagnostisches Interview bei psychischen Störungen
Margraf, J., Schneider, S., & Ehlers, A. (1991) · Springer eBooks · doi:10.1007/978-3-662-06603-4 · Cited by 201 · see citing works
Heart rate and heart rate variability changes in the intracarotid sodium amobarbital test
Ahern, G. L., Sollers, J. J., Lane, R. D., Labiner, D. M., Herring, A. M., Weinand, M. E., Hutzler, R., & Thayer, J. F. (2001) · Epilepsia · doi:10.1046/j.1528-1157.2001.042007912.x · Cited by 195 · see citing works
Darkness facilitates the acoustic startle reflex in humans
Grillon, C., Pellowski, M., Merikangas, K. R., & Davis, M. (1997) · Biological Psychiatry · doi:10.1016/s0006-3223(96)00466-0 · Cited by 193 · see citing works
The role of angiotensin II in cognition and behaviour
Gard, P. R. (2002) · European Journal of Pharmacology · doi:10.1016/s0014-2999(02)01283-9 · Cited by 189 · see citing works
Ruiz‐Padial, E., Sollers, J. J., Vila, J., & Thayer, J. F. (2003) · Psychophysiology · doi:10.1111/1469-8986.00032 · Cited by 179 · see citing works
Prepulse inhibition deficits in patients with panic disorder
Ludewig, S., Ludewig, K., Geyer, M. A., Hell, D., & Vollenweider, F. X. (2002) · Depression and Anxiety · doi:10.1002/da.10026 · Cited by 157 · see citing works
Lane, R. D., Reiman, E. M., Ahern, G. L., & Thayer, J. F. (2001) · Brain and Cognition · Cited by 151 · see citing works
The effect of anticipatory anxiety on breathing and metabolism in humans
Masaoka, Y., & Homma, I. (2001) · Respiration Physiology · doi:10.1016/s0034-5687(01)00278-x · Cited by 136 · see citing works
Measuring the time course of anticipatory anxiety using the fear‐potentiated startle reflex
Grillon, C., Ameli, R., Merikangas, K. R., Woods, S. W., & Davis, M. E. (1993) · Psychophysiology · doi:10.1111/j.1469-8986.1993.tb02055.x · Cited by 130 · see citing works
Wang, X., Thayer, J. F., Treiber, F. A., & Snieder, H. (2005) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2005.06.050 · Cited by 112 · see citing works
Estimating respiratory frequency from autoregressive spectral analysis of heart period.
Thayer, J. F., Sollers, J. J., Ruiz-Padial, E., & Vila, J. (2002) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2002.1032638 · Cited by 111 · see citing works
Thayer, J. F. (2006) · Dose-Response · doi:10.2203/dose-response.004.01.002.thayer · Cited by 109 · see citing works
Cornwell, B. R., Johnson, L., Berardi, L., & Grillon, C. (2006) · Biological Psychiatry · doi:10.1016/j.biopsych.2005.09.015 · Cited by 103 · see citing works
Autonomic characteristics of nonclinical panic and blood phobia
Friedman, B. H., Thayer, J. F., Borkovec, T. D., Tyrell, R. A., Johnson, B. H., & Columbo, R. (1993) · Biological Psychiatry · doi:10.1016/0006-3223(93)90087-t · Cited by 103 · see citing works
Weike, A. I., Hamm, A. O., Schupp, H. T., Runge, U., Schroeder, H. W. S., & Kessler, C. (2005) · The Journal of Neuroscience · doi:10.1523/jneurosci.2032-05.2005 · Cited by 88 · see citing works
Human heart rate responses during experimentally induced anxiety.
Deane, G. E. (1961) · Journal of Experimental Psychology · doi:10.1037/h0049220 · Cited by 84 · see citing works
Sex Differences and Heritability of Two Indices of Heart Rate Dynamics: A Twin Study
Snieder, H., van Doornen, L. J. P., Boomsma, D. I., & Thayer, J. F. (2007) · Twin Research and Human Genetics · doi:10.1375/twin.10.2.364 · Cited by 74 · see citing works
The Enigma of the Amygdala: On Its Contribution to Human Emotion
Aggleton, J. P., & Young, A. W. (1999) · doi:10.1093/oso/9780195118889.003.0006 · Cited by 69 · see citing works
Effects of threat of shock, shock electrode placement and darkness on startle
Grillon, C., & Ameli, R. (1998) · International Journal of Psychophysiology · doi:10.1016/s0167-8760(97)00072-x · Cited by 68 · see citing works
Melzig, C. A., Weike, A. I., Zimmermann, J., & Hamm, A. O. (2007) · Psychophysiology · doi:10.1111/j.1469-8986.2007.00560.x · Cited by 66 · see citing works
The source generator of respiratory-related anxiety potential in the human brain
Masaoka, Y., & Homma, I. (2000) · Neuroscience Letters · doi:10.1016/s0304-3940(00)00895-8 · Cited by 63 · see citing works
Angiotensin‐related genes in patients with panic disorder
Olsson, M., Annerbrink, K., Westberg, L., Melke, J., Baghaei, F., Rosmond, R., Holm, G., Andersch, S., Allgulander, C., & Eriksson, E. (2004) · American Journal of Medical Genetics Part B Neuropsychiatric Genetics · doi:10.1002/ajmg.b.20164 · Cited by 60 · see citing works
Startle potentiation in aversive anticipation: Evidence for state but not trait effects
Nitschke, J. B., Larson, C. L., Smoller, M. J., Navin, S. D., Pederson, A. J. C., Ruffalo, D., Mackiewicz, K. L., Gray, S. M., Victor, E., & Davidson, R. J. (2002) · Psychophysiology · doi:10.1017/s0048577202010156 · Cited by 57 · see citing works
Habituation of physiological responses in anxiety.
Chattopadhyay, P. K., Cooke, E., Toone, B., & LADER, M. H. (1980) · PubMed · Cited by 46 · see citing works
CARDIAC ACTIVITY DURING EXPERIMENTALLY INDUCED ANXIETY
Deane, G. E. (1969) · Psychophysiology · doi:10.1111/j.1469-8986.1969.tb02879.x · Cited by 45 · see citing works
Startle potentiation in aversive anticipation: Evidence for state but not trait effects
Nitschke, J. B., Larson, C. L., Smoller, M. J., et al. (2002) · Psychophysiology · doi:10.1111/1469-8986.3920254 · Cited by 41 · see citing works
Decreased chaos of heart rate time series in children of patients with panic disorder
Srinivasan, K., Ashok, M. V., Vaz, M. A. P., & Yeragani, V. K. (2002) · Depression and Anxiety · doi:10.1002/da.10046 · Cited by 38 · see citing works
Thayer, J. F., Merritt, M. M., Sollers, J. J., Zonderman, A. B., Evans, M. K., Yie, S., & Abernethy, D. R. (2003) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2003.08.069 · Cited by 38 · see citing works
Human Heart Rate during Anxiety
Deane, G. E., & Zeaman, D. (1958) · Perceptual and Motor Skills · doi:10.2466/pms.1958.8.3.103 · Cited by 31 · see citing works
Estimation of respiratory frequency from autoregressive spectral analysis of heart period.
Thayer, J. F., Peasley, C., & Er, M. (1996) · PubMed · Cited by 30 · see citing works
Thermoregulatory effects of intraventricularly injected dopamine in the goat
de Roij, T. A. J. M., Frens, J., Bakker, J., & Németh, F. (1977) · European Journal of Pharmacology · doi:10.1016/0014-2999(77)90153-4 · Cited by 24 · see citing works
HUMAN HEART RATE DURING ANXIETY
Deane, G. E. (1958) · Perceptual and Motor Skills · doi:10.2466/pms.8.3.103-106 · Cited by 9 · see citing works
Fullana, M. A., Caseras, X., Jordi Riba, A., Barbanoj, M. J., & Torrúbia, R. (2005) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2005.07.008 · Cited by 6 · see citing works
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Thayer, J. F., Åhs, F., Fredrikson, M., Sollers, J. J., & Wager, T. D. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2011.11.009 · Cited by 3,224 · see citing works
Thayer, J. F., & Lane, R. D. (2009) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2008.08.004 · Cited by 2,040 · see citing works
Thayer, J. F., Hansen, A. L., Saus-Rose, E., & Johnsen, B. H. (2009) · Annals of Behavioral Medicine · doi:10.1007/s12160-009-9101-z · Cited by 1,872 · see citing works
Anxiety Disorders are Associated with Reduced Heart Rate Variability: A Meta-Analysis
Chalmers, J. A., Quintana, D. S., Abbott, M. J.-A., & Kemp, A. H. (2014) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2014.00080 · Cited by 1,067 · see citing works
The hierarchical basis of neurovisceral integration
Smith, R., Thayer, J. F., Khalsa, S. S., & Lane, R. D. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2017.02.003 · Cited by 523 · see citing works
Alvares, G. A., Quintana, D. S., Hickie, I. B., & Guastella, A. J. (2016) · Journal of Psychiatry and Neuroscience · doi:10.1503/jpn.140217 · Cited by 503 · see citing works
Context Processing and the Neurobiology of Post-Traumatic Stress Disorder
Liberzon, I., & Abelson, J. (2016) · Neuron · doi:10.1016/j.neuron.2016.09.039 · Cited by 420 · see citing works
Williams, D. P., Cash, C. S. E., Rankin, C., Bernardi, A., Koenig, J., & Thayer, J. F. (2015) · Frontiers in Psychology · doi:10.3389/fpsyg.2015.00261 · Cited by 392 · see citing works
Cardiac vagal control as a marker of emotion regulation in healthy adults: a review
Balzarotti, S., Biassoni, F., Colombo, B., & Ciceri, M. R. (2017) · Biological Psychology · doi:10.1016/j.biopsycho.2017.10.008 · Cited by 306 · see citing works
Weber, C. S., Thayer, J. F., Rudat, M., Wirtz, P. H., Zimmermann-Viehoff, F., Thomas, A., Perschel, F. H., Arck, P. C., & Deter, H. C. (2010) · European Journal of Applied Physiology · doi:10.1007/s00421-009-1341-x · Cited by 286 · see citing works
Self-citationSakaki, M., Yoo, H. J., Nga, L., Lee, T., Thayer, J. F., & Mather, M. (2016) · NeuroImage · doi:10.1016/j.neuroimage.2016.05.076 · Cited by 271 · see citing works
Brosschot, J., Verkuil, B., & Thayer, J. (2016) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2016.04.012 · Cited by 226 · see citing works
Heart rate variability in bipolar mania and schizophrenia
Henry, B. L., Minassian, A., Paulus, M. P., Geyer, M. A., & Perry, W. (2010) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2009.07.011 · Cited by 197 · see citing works
Brosschot, J. F., Verkuil, B., & Thayer, J. F. (2017) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2016.07.019 · Cited by 178 · see citing works
Mulcahy, J. S., Larsson, D. E. O., Garfinkel, S. N., & Critchley, H. (2019) · NeuroImage · doi:10.1016/j.neuroimage.2019.116072 · Cited by 152 · see citing works
Åhs, F., Sollers, J. J., Furmark, T., Fredrikson, M. G., & Thayer, J. F. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.05.091 · Cited by 111 · see citing works
Heiss, S., Vaschillo, B., Vaschillo, E. G., Timko, C. A., & Hormes, J. M. (2020) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2020.12.004 · Cited by 107 · see citing works
Effects of visual flow direction on signs and symptoms of cybersickness
Gavgani, A. M., Hodgson, D. M., & Nalivaiko, E. (2017) · PLoS ONE · doi:10.1371/journal.pone.0182790 · Cited by 105 · see citing works
Thome, J., Densmore, M., Frewen, P., McKinnon, M. C., Théberge, J., Nicholson, A. A., Koenig, J., Thayer, J. F., & Lanius, R. A. (2016) · Human Brain Mapping · doi:10.1002/hbm.23340 · Cited by 92 · see citing works
Pappens, M., Schroijen, M., Sütterlin, S., Smets, E., Van den Bergh, O., Thayer, J. F., & Van Diest, I. (2014) · PLoS ONE · doi:10.1371/journal.pone.0105054 · Cited by 91 · see citing works
Gillie, B. L., & Thayer, J. F. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.00758 · Cited by 92 · see citing works
Laborde, S., Lautenbach, F., & Allen, M. S. (2014) · Physiology & Behavior · doi:10.1016/j.physbeh.2014.12.003 · Cited by 89 · see citing works
Hovland, A., Pallesen, S., Hammar, Å., Hansen, A. L., Thayer, J. F., Tarvainen, M. P., & Nordhus, I. H. (2012) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2012.10.004 · Cited by 85 · see citing works
Resting heart rate variability is associated with inhibition of conditioned fear
Wendt, J., Neubert, J., Koenig, J., Thayer, J. F., & Hamm, A. O. (2015) · Psychophysiology · doi:10.1111/psyp.12456 · Cited by 85 · see citing works
Brain activation during anticipation of interoceptive threat
Holtz, K., Pané‐Farré, C. A., Wendt, J., Lotze, M., & Hamm, A. O. (2012) · NeuroImage · doi:10.1016/j.neuroimage.2012.03.019 · Cited by 83 · see citing works
Anxiety, attention, and decision making: The moderating role of heart rate variability
Ramírez, E., Martínez, A. R. O., & del Paso, G. A. R. (2015) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2015.10.007 · Cited by 73 · see citing works
Cattaneo, L. A., Franquillo, A. C., Grecucci, A., Beccia, L., Caretti, V., & Dadomo, H. (2021) · Journal of Personalized Medicine · doi:10.3390/jpm11090872 · Cited by 65 · see citing works
The relationship between working memory, reinvestment, and heart rate variability
Laborde, S., Furley, P., & Schempp, C. (2014) · Physiology & Behavior · doi:10.1016/j.physbeh.2014.11.036 · Cited by 63 · see citing works
Devine, S. L., Walker, S. C., Makdani, A. D., Stockton, E. R., McFarquhar, M., McGlone, F. P., & Trotter, P. D. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.557171 · Cited by 60 · see citing works
Heart rate variability: Evaluating a potential biomarker of anxiety disorders
Tomasi, J., Zai, C. C. H., Pouget, J. G., Tiwari, A. K., & Kennedy, J. L. (2023) · Psychophysiology · doi:10.1111/psyp.14481 · Cited by 66 · see citing works
Individual differences in resting heart rate variability moderate thought suppression success
Gillie, B. L., Vasey, M. W., & Thayer, J. F. (2015) · Psychophysiology · doi:10.1111/psyp.12443 · Cited by 55 · see citing works
Armstrong, T. A., & Boutwell, B. (2012) · Journal of Criminal Justice · doi:10.1016/j.jcrimjus.2011.11.001 · Cited by 57 · see citing works
Psychophysiological Response Patterns to Affective Film Stimuli
Bos, M. G. N., Jentgens, P., Beckers, T., & Kindt, M. (2013) · PLoS ONE · doi:10.1371/journal.pone.0062661 · Cited by 54 · see citing works
Fractal dimension of EEG signals and heart dynamics in discrete emotional states
Ruiz‐Padial, E., & Ibáñez-Molina, A. J. (2018) · Biological Psychology · doi:10.1016/j.biopsycho.2018.06.008 · Cited by 53 · see citing works
Alius, M. G., Pané‐Farré, C. A., Von Leupoldt, A., & Hamm, A. O. (2013) · Psychophysiology · doi:10.1111/psyp.12028 · Cited by 52 · see citing works
Self-citationDark-Enhanced Startle Responses and Heart Rate Variability in a Traumatized Civilian Sample
Kamkwalala, A. R., Norrholm, S. D., Poole, J. M., Brown, A. R., Donley, S., Duncan, E., Bradley, B., Ressler, K. J., & Jovanović, T. (2012) · Psychosomatic Medicine · doi:10.1097/psy.0b013e318240803a · Cited by 49 · see citing works
The persistence of socially instructed threat: Two threat‐of‐shock studies
Bublatzky, F., Gerdes, A. B. M., & Alpers, G. W. (2014) · Psychophysiology · doi:10.1111/psyp.12251 · Cited by 45 · see citing works
Ventromedial Prefrontal Cortex Lesions Alter Neural and Physiological Correlates of Anticipation
Motzkin, J. C., Philippi, C. L., Wolf, R. C., Baskaya, M. K., & Koenigs, M. (2014) · Journal of Neuroscience · doi:10.1523/jneurosci.1446-14.2014 · Cited by 44 · see citing works
Bunford, N., Evans, S. W., Zoccola, P. M., Owens, J. S., Flory, K., & Spiel, C. F. (2016) · Research on Child and Adolescent Psychopathology · doi:10.1007/s10802-016-0257-2 · Cited by 43 · see citing works
Additive Effects of Threat-of-Shock and Picture Valence on Startle Reflex Modulation
Bublatzky, F., Guerra, P. M., Pastor, M. C., Schupp, H. T., & Vila, J. (2013) · PLoS ONE · doi:10.1371/journal.pone.0054003 · Cited by 42 · see citing works
Executive function and cardiac autonomic regulation in depressive disorders
Hoffmann, A., Ettinger, U., del Paso, G. A. R., & Duschek, S. (2017) · Brain and Cognition · doi:10.1016/j.bandc.2017.08.003 · Cited by 43 · see citing works
Chand, T., Li, M., Jamalabadi, H., Wagner, G., Lord, A., Alizadeh, S., Danyeli, L., Herrmann, L., Walter, M., & Sen, Z. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.00645 · Cited by 43 · see citing works
Wagner, N. J., Holochwost, S. J., Lynch, S. F., Mills-Koonce, R., & Propper, C. B. (2021) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2021.07.025 · Cited by 42 · see citing works
Heart Rate Variability Predicts Emotional Flexibility in Response to Positive Stimuli
Fujimura, T., & Okanoya, K. (2012) · Psychology · doi:10.4236/psych.2012.38086 · Cited by 39 · see citing works
Gouin, J., Wenzel, K., Boucetta, S., O’Byrne, J., Salimi, A., & Dang‐Vu, T. T. (2015) · Sleep Medicine · doi:10.1016/j.sleep.2015.02.001 · Cited by 39 · see citing works
Williams, D. P., Tracy, L. M., Gerardo, G. M., Rahman, T., Spangler, D. P., Koenig, J., & Thayer, J. F. (2018) · Emotion · doi:10.1037/emo0000500 · Cited by 38 · see citing works
Wearne, T. A., Lucien, A., Trimmer, E. M., Logan, J. A., Rushby, J. A., Wilson, E., Filipčíková, M., & McDonald, S. (2019) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2019.04.012 · Cited by 38 · see citing works
Koenig, J., Kooning, M. D., Bernardi, A., Williams, D. P., Nijs, J., Thayer, J. F., & Daenen, L. (2015) · Pain Practice · doi:10.1111/papr.12399 · Cited by 37 · see citing works
Gorka, S. M., Nelson, B. D., Sarapas, C., Campbell, M. L., Lewis, G. F., Bishop, J. R., Porges, S. W., & Shankman, S. A. (2013) · Journal of Psychophysiology · doi:10.1027/0269-8803/a000091 · Cited by 36 · see citing works
Panayiotou, G., & Constantinou, E. (2017) · Psychophysiology · doi:10.1111/psyp.12887 · Cited by 35 · see citing works
Longis, E. D., Alessandri, G., & Ottaviani, C. (2020) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2020.06.007 · Cited by 34 · see citing works
Mann, S., Selby, E. A., Bates, M. E., & Contrada, R. J. (2015) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2015.07.003 · Cited by 33 · see citing works
Hantsoo, L. V., Golden, C. E. M., Kornfield, S. L., Grillon, C., & Epperson, C. N. (2018) · Current Psychiatry Reports · doi:10.1007/s11920-018-0906-y · Cited by 30 · see citing works
Klauke, B., Winter, B., Gajewska, A., Zwanzger, P., Reif, A., Herrmann, M. J., Dlugos, A. M., Warrings, B., Jacob, C., Mühlberger, A., et al. (2012) · PLoS ONE · doi:10.1371/journal.pone.0039709 · Cited by 26 · see citing works
Domschke, K., Klauke, B., Winter, B., Gajewska, A., Herrmann, M. J., Warrings, B., Mühlberger, A., Wosnitza, K., Dlugos, A. M., Naunin, S., et al. (2012) · Psychopharmacology · doi:10.1007/s00213-012-2678-0 · Cited by 25 · see citing works
Effects of 72hours total sleep deprivation on male astronauts' executive functions and emotion
Liu, Q., Zhou, R., Liu, L., & Zhao, X. (2015) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2015.05.015 · Cited by 26 · see citing works
Exploring the autonomic correlates of personality
Shepherd, D., Mulgrew, J., & Hautus, M. J. (2015) · Autonomic Neuroscience · doi:10.1016/j.autneu.2015.05.004 · Cited by 25 · see citing works
Resting heart rate variability and the startle reflex to briefly presented affective pictures
Ruiz‐Padial, E., & Thayer, J. F. (2014) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2014.10.005 · Cited by 24 · see citing works
Katahira, K., Fujimura, T., Matsuda, Y.-T., Okanoya, K., & Okada, M. (2014) · Biological Psychology · doi:10.1016/j.biopsycho.2014.10.007 · Cited by 24 · see citing works
MacNeil, S., Deschênes, S. S., Caldwell, W., Brouillard, M., Dang-Vu, T.-T., & Gouin, J.-P. (2017) · Annals of Behavioral Medicine · doi:10.1007/s12160-017-9915-z · Cited by 24 · see citing works
Changes in Well-Being: Complementing a Psychosocial Approach with Neurobiological Insights
Rickard, N. S., & Vella‐Brodrick, D. (2013) · Social Indicators Research · doi:10.1007/s11205-013-0353-4 · Cited by 25 · see citing works
Miller, J. G., Xia, G., & Hastings, P. D. (2019) · Biological Psychology · doi:10.1016/j.biopsycho.2019.107717 · Cited by 22 · see citing works
Does anxiety explain why math-anxious people underperform in math?
Daker, R. J., Gattas, S., Necka, E. A., Green, A. E., & Lyons, I. M. (2023) · npj Science of Learning · doi:10.1038/s41539-023-00156-z · Cited by 22 · see citing works
Sevenster, D., Hamm, A. O., Beckers, T., & Kindt, M. (2015) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2015.09.004 · Cited by 21 · see citing works
Sex-Specific Association Between Nerve Growth Factor Polymorphism and Cardiac Vagal Modulation
Chang, C.-C., Fang, W., Chang, H., Chen, T., & Huang, S. (2014) · Psychosomatic Medicine · doi:10.1097/psy.0000000000000091 · Cited by 21 · see citing works
The temporal dynamic of emotional emergence
Desmidt, T., Lemoine, M., Belzung, C., & Depraz, N. (2014) · Phenomenology and the Cognitive Sciences · doi:10.1007/s11097-014-9377-8 · Cited by 21 · see citing works
Alexithymia as a Core Trait in Psychosomatic and Other Psychological Disorders
Panayiotou, G. (2018) · Springer eBooks · doi:10.1007/978-3-319-89360-0_5 · Cited by 22 · see citing works
Assessment and Treatment of Psychological Causes of Chest Pain
White, K. S. (2010) · Medical Clinics of North America · doi:10.1016/j.mcna.2010.01.005 · Cited by 20 · see citing works
Williams, D. P., Pandya, K. D., Hill, L. K., Kemp, A. H., Way, B. M., Thayer, J. F., & Koenig, J. (2017) · Journal of Psychophysiology · doi:10.1027/0269-8803/a000201 · Cited by 20 · see citing works
Attention Bias to Threat in Anxiety-Prone Individuals
Podina, I. R., Uscătescu, L. C., & Rusu, A. S. (2012) · Journal of Psychophysiology · doi:10.1027/0269-8803/a000069 · Cited by 19 · see citing works
Yang, Y., Lueken, U., Wittmann, A., Holtz, K., Kleint, N. I., Herrmann, M. J., Saß, K., Jansen, A., Konrad, C., Ströhle, A., et al. (2016) · Social Cognitive and Affective Neuroscience · doi:10.1093/scan/nsw024 · Cited by 18 · see citing works
Krause, E., Vollmer, M., Wittfeld, K., Weihs, A., Frenzel, S., Dörr, M., Kaderali, L., Felix, S. B., Stubbe, B., Ewert, R., et al. (2023) · Frontiers in Cardiovascular Medicine · doi:10.3389/fcvm.2023.1144191 · Cited by 18 · see citing works
Wang, S., Yeon, B., Hwang, S., Lee, H., Kweon, Y., Lee, C. T., Chae, J., & Lee, K. (2013) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2013.06.001 · Cited by 17 · see citing works
Huang, J. ‐., Chang, H., Fang, W., Ho, P. ‐., Liu, Y. ‐., Wan, F. J., Tzeng, N., Shyu, J., & Chang, C.-C. (2018) · Acta Psychiatrica Scandinavica · doi:10.1111/acps.12853 · Cited by 17 · see citing works
da Estrela, C., MacNeil, S., & Gouin, J. (2021) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2021.02.001 · Cited by 16 · see citing works
Heart Rate Variability Modulates Eye-Blink Startle in Women With Bulimic Symptoms
Rodríguez‐Ruiz, S., Guerra, P. M., Moreno, S., Fernández‐Santaella, M. C., & Vila, J. (2012) · Journal of Psychophysiology · doi:10.1027/0269-8803/a000064 · Cited by 15 · see citing works
Lepage, J., Bègue, L., Zerhouni, O., Dambrun, M., Vezirian, K., Besson, T., Bonneterre, S., & Mermillod, M. (2020) · Emotion · doi:10.1037/emo0000775 · Cited by 15 · see citing works
Neurophysiological responses to safety signals and the role of cardiac vagal control
Seligowski, A. V., Reffi, A. N., Phillips, K. A., Orcutt, H. K., Auerbach, R. P., Pizzagalli, D. A., & Ressler, K. J. (2020) · Behavioural Brain Research · doi:10.1016/j.bbr.2020.112914 · Cited by 13 · see citing works
Gorka, S. M., McGowan, S. K., Campbell, M. L., Nelson, B. D., Sarapas, C., Bishop, J. R., & Shankman, S. A. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2013.03.003 · Cited by 13 · see citing works
Ruiz‐Padial, E., & Mercado, F. (2021) · PLoS ONE · doi:10.1371/journal.pone.0243117 · Cited by 12 · see citing works
Heart rate and respiratory response to doxapram in patients with panic disorder
Martinez, J. M., Garakani, A., Aaronson, C. J., & Gorman, J. M. (2015) · Psychiatry Research · doi:10.1016/j.psychres.2015.03.001 · Cited by 11 · see citing works
Constantin, K. L., Lupo‐Flewelling, K., Moline, R. L., & McMurtry, C. M. (2022) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsac035 · Cited by 11 · see citing works
Hoffmann, J. M., Schulz, A., Finke, J. B., Lauterbach, M., Schächinger, H., Vögele, C., & Spaderna, H. (2023) · Mental health and physical activity · doi:10.1016/j.mhpa.2023.100553 · Cited by 10 · see citing works
Yang, X., Spangler, D. P., Thayer, J. F., & Friedman, B. H. (2021) · Psychophysiology · doi:10.1111/psyp.13833 · Cited by 10 · see citing works
Wekenborg, M., Hill, L. K., Miller, R. E., Tobias Stalder, A., Thayer, J. F., Penz, M. S., & Kirschbaum, C. (2018) · Stress · doi:10.1080/10253890.2018.1479393 · Cited by 10 · see citing works
Miu, A. C., & Visu-Petra, L. (2010) · University Libraries (University of Maryland) · doi:10.13016/qwmh-khiz · Cited by 13 · see citing works
Jaén, I., Fuentes‐Sánchez, N., Escrig, M. A., Suso‐Ribera, C., del Paso, G. A. R., & Pastor, M. C. (2021) · Cognition & Emotion · doi:10.1080/02699931.2021.1906209 · Cited by 9 · see citing works
Cleveland, S., Reed, K., Thomas, J. L., Ajijola, O. A., Ebrahimi, R., Hsiai, T. K., Lazarov, A., Montoya, A. K., Neria, Y., Shimbo, D., et al. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-043060 · Cited by 9 · see citing works
Degouis, F., Pham, T. H., Saloppé, X., Gandolphe, M., Lavallée, A., Ott, L., Darsonville, A., & Nandrino, J. (2023) · Journal of Experimental Psychopathology · doi:10.1177/20438087231210477 · Cited by 8 · see citing works
Modulating executive functioning: Trait motivational reactivity and resting HRV
Bailey, R. L., Potter, R. F., Lang, A., & Pisoni, D. B. (2014) · Cognition & Emotion · doi:10.1080/02699931.2014.893864 · Cited by 8 · see citing works
Jüres, F., Kaufmann, C., Riesel, A., Grützmann, R., Heinzel, S., Elsner, B., Bey, K., Wagner, M., Kathmann, N., & Klawohn, J. (2024) · Biological Psychology · doi:10.1016/j.biopsycho.2024.108786 · Cited by 6 · see citing works
Impact of Water Temperature on Heart Rate Variability during Bathing
Xu, J., & Chen, W. (2021) · Life · doi:10.3390/life11050378 · Cited by 7 · see citing works
Yang, X., & Friedman, B. H. (2016) · Physiology & Behavior · doi:10.1016/j.physbeh.2016.06.004 · Cited by 7 · see citing works
Implicit Affect, Heart Rate Variability, and the Metabolic Syndrome
Gouin, J., Thayer, J. F., Deschênes, S. S., MacNeil, S., & Booij, L. (2020) · Psychosomatic Medicine · doi:10.1097/psy.0000000000000879 · Cited by 6 · see citing works
Mechanisms of DNA uptake by cells.
Sa, L. (1977) · PubMed · Cited by 6 · see citing works
Evaluating Startle in Aviation: A Focus on Instrumentation and Measurement Techniques
Romano, F., Tritto, M., Cesare, M. G. D., Nocco, S., & Cardone, D. (2024) · IEEE International Workshop on Technologies for Defense and Security (TechDefense) · doi:10.1109/techdefense63521.2024.10863269 · Cited by 4 · see citing works
Heart Rate Variability as a Potential Non-invasive Marker of Blood Glucose Level
Jarman, L. R., Elliott, J. L., Lees, T., Clifton-Bligh, R. J., Simpson, A. M., Nassif, N. T., & Lal, S. (2021) · Human Physiology · doi:10.1134/s0362119721020031 · Cited by 4 · see citing works
Seligowski, A. V., Lee, D. J., Miron, L. R., Orcutt, H. K., Jovanović, T., & Norrholm, S. D. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.00652 · Cited by 4 · see citing works
Perspective on self-regulatory capacity and the vagus nerve: Have we wandered too far?
McIntyre, K. M., & Sloan, R. P. (2025) · Biological Psychology · doi:10.1016/j.biopsycho.2025.109106 · Cited by 3 · see citing works
Garneau, J., Savard, J., Dang‐Vu, T. T., & Gouin, J. (2024) · Sleep Medicine · doi:10.1016/j.sleep.2024.06.021 · Cited by 3 · see citing works
- Authors
- Melzig, C. A., Weike, A. I., Hamm, A. O., & Thayer, J. F.
- Affiliations
- Universität Greifswald (DE)
- Heidelberg University (DE)
- Corresponding author
- Melzig, Christiane A.
- Venue
- International Journal of Psychophysiology
- Publisher
- Elsevier BV
- Published
- 2009-02
- Volume
- 71
- Issue
- 2
- Pages
- 109-117
- ISSN
- 0167-8760 (ISSN-L)
- OpenAlex
- W2164717450
- Cited by
- 126
- References
- 74
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 5 · 2023: 5 · 2022: 1 · 2021: 11 · 2020: 11 · 2019: 5 · 2018: 7 · 2017: 8 · 2016: 10 · 2015: 12 · 2014: 13 · 2013: 9 · 2012: 13
- FWCI
- 4.99
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Psychophysiology (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Australian Government
- Universität Greifswald
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Rate Variability and Autonomic Control
- Life Sciences › Neuroscience › Cognitive Neuroscience › Memory and Neural Mechanisms
- Keywords
- fear-potentiated startle, panic disorder, resting heart rate variability, anxiety sensitivity, anticipatory anxiety, threat of shock, individual differences, endophenotypes, anxiety disorders, startle potentiation
- MeSH terms
- Acoustic Stimulation, Analysis of Variance, Anxiety, Electrocardiography, Electromyography, Fear, Female, Heart Rate, Humans, Individuality, Male, Ventilators, Mechanical, Rest, Reflex, Startle, Panic Disorder, Young Adult
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