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Published in: Annals of Behavioral Medicine 5/2016

Open Access 01-10-2016 | Original Article

Prolonged Non-metabolic Heart Rate Variability Reduction as a Physiological Marker of Psychological Stress in Daily Life

Authors: Bart Verkuil, PhD, Jos F. Brosschot, PhD, Marieke S. Tollenaar, PhD, Richard D. Lane, MD, PhD, Julian F. Thayer, PhD

Published in: Annals of Behavioral Medicine | Issue 5/2016

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Abstract

Background

Prolonged cardiac activity that exceeds metabolic needs can be detrimental for somatic health. Psychological stress could result in such “additional cardiac activity.”

Purpose

In this study, we examined whether prolonged additional reductions in heart rate variability (AddHRVr) can be measured in daily life with an algorithm that filters out changes in HRV that are purely due to metabolic demand, as indexed by movement, using a brief calibration procedure. We tested whether these AddHRVr periods were related to worry, stress, and negative emotions.

Methods

Movement and the root of the mean square of successive differences (RMSSD) in heart rate were measured during a calibration phase and the subsequent 24 h in 32 participants. Worry, stress, explicit and implicit emotions were assessed hourly using smartphones. The Levels of Emotional Awareness Scale and resting HRV were used to account for individual differences. During calibration, person-specific relations between movement and RMSSD were determined. The 24-h data were used to detect prolonged periods (i.e., 7.5 min) of AddHRVr.

Results

AddHRVr periods were associated with worrying, with decreased explicit positive affect, and with increased tension, but not with the frequency of stressful events or implicit emotions. Only in people high in emotional awareness and high in resting HRV did changes in AddHRVr covary with changes in explicit emotions.

Conclusions

The algorithm can be used to capture prolonged reductions in HRV that are not due to metabolic needs. This enables the real-time assessment of episodes of potentially detrimental cardiac activity and its psychological determinants in daily life.
Literature
1.
go back to reference La Rovere MT, Bigger JT, Marcus FI, et al. Baroreflex sensitivity and heart-rate variability in prediction of total cardiac mortality after myocardial infarction. Lancet. 1998; 351(9101): 478-484.PubMedCrossRef La Rovere MT, Bigger JT, Marcus FI, et al. Baroreflex sensitivity and heart-rate variability in prediction of total cardiac mortality after myocardial infarction. Lancet. 1998; 351(9101): 478-484.PubMedCrossRef
2.
go back to reference Stein PK, Barzilay JI, Chaves PHM, et al. Higher levels of inflammation factors and greater insulin resistance are independently associated with higher heart rate and lower heart rate variability in normoglycemic older individuals: The Cardiovascular Health Study. J Am Geriatr Soc. 2008; 56(2): 315-321.PubMedCrossRef Stein PK, Barzilay JI, Chaves PHM, et al. Higher levels of inflammation factors and greater insulin resistance are independently associated with higher heart rate and lower heart rate variability in normoglycemic older individuals: The Cardiovascular Health Study. J Am Geriatr Soc. 2008; 56(2): 315-321.PubMedCrossRef
3.
go back to reference Jarczok MN, Koenig J, Mauss D, et al. Lower heart rate variability predicts increased level of C-reactive protein 4 years later in healthy, nonsmoking adults. J Intern Med. 2014; 276(6): 667-671.PubMedCrossRef Jarczok MN, Koenig J, Mauss D, et al. Lower heart rate variability predicts increased level of C-reactive protein 4 years later in healthy, nonsmoking adults. J Intern Med. 2014; 276(6): 667-671.PubMedCrossRef
4.
go back to reference Hillebrand S, Gast KB, De Mutsert R, et al. Heart rate variability and first cardiovascular event in populations without known cardiovascular disease: Meta-analysis and dose–response meta-regression. Europace. 2013; 15(5): 742-749.PubMedCrossRef Hillebrand S, Gast KB, De Mutsert R, et al. Heart rate variability and first cardiovascular event in populations without known cardiovascular disease: Meta-analysis and dose–response meta-regression. Europace. 2013; 15(5): 742-749.PubMedCrossRef
5.
6.
go back to reference Kupper NHM, Willemsen G, Van Den Berg M, et al. Heritability of ambulatory heart rate variability. Circulation. 2004; 110(18): 2792-2796.PubMedCrossRef Kupper NHM, Willemsen G, Van Den Berg M, et al. Heritability of ambulatory heart rate variability. Circulation. 2004; 110(18): 2792-2796.PubMedCrossRef
7.
go back to reference Zulfiqar U, Jurivich DA, Gao W, et al. Relation of high heart rate variability to healthy longevity. Am J Cardiol. 2010; 105(8): 1181-1185.PubMedCrossRef Zulfiqar U, Jurivich DA, Gao W, et al. Relation of high heart rate variability to healthy longevity. Am J Cardiol. 2010; 105(8): 1181-1185.PubMedCrossRef
8.
go back to reference McEwen BS. Protection and damage from acute and chronic stress: Allostasis and allostatic overload and relevance to the pathophysiology of psychiatric disorders. Ann N Y Acad Sci. 2004; 1032: 1-7.PubMedCrossRef McEwen BS. Protection and damage from acute and chronic stress: Allostasis and allostatic overload and relevance to the pathophysiology of psychiatric disorders. Ann N Y Acad Sci. 2004; 1032: 1-7.PubMedCrossRef
9.
go back to reference Thayer JF, Yamamoto SS, Brosschot JF. The relationship of autonomic imbalance, heart rate variability and cardiovascular disease risk factors. Int J Cardiol. 2010; 141: 122-131.PubMedCrossRef Thayer JF, Yamamoto SS, Brosschot JF. The relationship of autonomic imbalance, heart rate variability and cardiovascular disease risk factors. Int J Cardiol. 2010; 141: 122-131.PubMedCrossRef
10.
go back to reference Fortrat J-O, de Germain V, Custaud M-A. Holter heart rate variability: Are we measuring physical activity? Am J Cardiol. 2010; 106(3): 448-449.PubMedCrossRef Fortrat J-O, de Germain V, Custaud M-A. Holter heart rate variability: Are we measuring physical activity? Am J Cardiol. 2010; 106(3): 448-449.PubMedCrossRef
11.
go back to reference Schwerdtfeger AR, Gerteis AKS. The manifold effects of positive affect on heart rate variability in everyday life: Distinguishing within-person and between-person associations. Health Psychol. 2014; 33: 1065-1073.PubMedCrossRef Schwerdtfeger AR, Gerteis AKS. The manifold effects of positive affect on heart rate variability in everyday life: Distinguishing within-person and between-person associations. Health Psychol. 2014; 33: 1065-1073.PubMedCrossRef
12.
go back to reference Takano K, Ueno M, Tanno Y. Self-focused thinking predicts nighttime physiological de-arousal. Biol Psychol. 2014; 97(1): 9-14.PubMedCrossRef Takano K, Ueno M, Tanno Y. Self-focused thinking predicts nighttime physiological de-arousal. Biol Psychol. 2014; 97(1): 9-14.PubMedCrossRef
13.
go back to reference Pieper S, Brosschot JF, van der Leeden R, et al. Cardiac effects of momentary assessed worry episodes and stressful events. Psychosom Med. 2007; 69(9): 901-909.PubMedCrossRef Pieper S, Brosschot JF, van der Leeden R, et al. Cardiac effects of momentary assessed worry episodes and stressful events. Psychosom Med. 2007; 69(9): 901-909.PubMedCrossRef
14.
go back to reference Pieper S, Brosschot JF, van der Leeden R, et al. Prolonged cardiac effects of momentary assessed stressful events and worry episodes. Psychosom Med. 2010; 72(6): 570-577.PubMedCrossRef Pieper S, Brosschot JF, van der Leeden R, et al. Prolonged cardiac effects of momentary assessed stressful events and worry episodes. Psychosom Med. 2010; 72(6): 570-577.PubMedCrossRef
15.
go back to reference Brosschot JF, Van Dijk E, Thayer JF. Daily worry is related to low heart rate variability during waking and the subsequent nocturnal sleep period. Int J Psychophysiol. 2007; 63(1): 39-47.PubMedCrossRef Brosschot JF, Van Dijk E, Thayer JF. Daily worry is related to low heart rate variability during waking and the subsequent nocturnal sleep period. Int J Psychophysiol. 2007; 63(1): 39-47.PubMedCrossRef
16.
go back to reference Blix AS, Stromme SB, Ursin H. Additional heart rate—an indicator of psychological activation. Aerosp Med. 1974; 45(11): 1219-1222.PubMed Blix AS, Stromme SB, Ursin H. Additional heart rate—an indicator of psychological activation. Aerosp Med. 1974; 45(11): 1219-1222.PubMed
17.
go back to reference Stromme SB, Wikeby PC, Blix AS, et al. Additional heart rate. In: Ursin H, Baade E, Levine S, eds. Psychobiology of Stress: A Study of Coping Men. New York: S Academic Press; 1978: 83-89.CrossRef Stromme SB, Wikeby PC, Blix AS, et al. Additional heart rate. In: Ursin H, Baade E, Levine S, eds. Psychobiology of Stress: A Study of Coping Men. New York: S Academic Press; 1978: 83-89.CrossRef
18.
go back to reference Carroll D, Turner JR, Hellawell JC. Heart rate and oxygen consumption during active psychological challenge: The effects of level of difficulty. Psychophysiology. 1986; 23(2): 174-181.PubMedCrossRef Carroll D, Turner JR, Hellawell JC. Heart rate and oxygen consumption during active psychological challenge: The effects of level of difficulty. Psychophysiology. 1986; 23(2): 174-181.PubMedCrossRef
19.
go back to reference Myrtek M, Brügner G. Perception of emotions in everyday life: Studies with patients and normals. Biol Psychol. 1996; 42: 147-165.PubMedCrossRef Myrtek M, Brügner G. Perception of emotions in everyday life: Studies with patients and normals. Biol Psychol. 1996; 42: 147-165.PubMedCrossRef
20.
go back to reference Myrtek M, Aschenbrenner E, Brügner G. Emotions in everyday life: An ambulatory monitoring study with female students. Biol Psychol. 2005;68:237–55. Myrtek M, Aschenbrenner E, Brügner G. Emotions in everyday life: An ambulatory monitoring study with female students. Biol Psychol. 2005;68:237–55.
21.
go back to reference Ebner-priemer UW, Welch SS, Grossman P, Reisch T, Linehan MM, Bohus M. Psychophysiological ambulatory assessment of affective dysregulation in borderline personality disorder. Psychiatry Res. 2007;150:265–75. Ebner-priemer UW, Welch SS, Grossman P, Reisch T, Linehan MM, Bohus M. Psychophysiological ambulatory assessment of affective dysregulation in borderline personality disorder. Psychiatry Res. 2007;150:265–75.
22.
go back to reference Myrtek M. Heart and Emotion: Ambulatory Monitoring Studies in Everyday Life. Ashland, OH: Hogrefe Publishing; 2004. Myrtek M. Heart and Emotion: Ambulatory Monitoring Studies in Everyday Life. Ashland, OH: Hogrefe Publishing; 2004.
23.
go back to reference Prill T, Fahrenberg J. New methods in ambulatory blood pressure monitoring: Interactive monitoring and detection of posture and movement patterns. Behav Res Methods. 2007; 39(3): 390-398.PubMedCrossRef Prill T, Fahrenberg J. New methods in ambulatory blood pressure monitoring: Interactive monitoring and detection of posture and movement patterns. Behav Res Methods. 2007; 39(3): 390-398.PubMedCrossRef
24.
go back to reference Carroll D, Phillips AC, Balanos GM. Metabolically exaggerated cardiac reactions to acute psychological stress revisited. Psychophysiology. 2009;46:270–275. Carroll D, Phillips AC, Balanos GM. Metabolically exaggerated cardiac reactions to acute psychological stress revisited. Psychophysiology. 2009;46:270–275.
25.
go back to reference Turner JR, Carroll D, Hanson J, et al. A comparison of additional heart rates during active psychological challenge calculated from upper body and lower body dynamic exercise. Psychophysiology. 1988; 25(2): 209-216.PubMedCrossRef Turner JR, Carroll D, Hanson J, et al. A comparison of additional heart rates during active psychological challenge calculated from upper body and lower body dynamic exercise. Psychophysiology. 1988; 25(2): 209-216.PubMedCrossRef
26.
go back to reference Wilhelm FH, Roth WT. Using minute ventilation for ambulatory estimation of additional heart rate. Biol Psychol. 1998; 49(1–2): 137-150.PubMedCrossRef Wilhelm FH, Roth WT. Using minute ventilation for ambulatory estimation of additional heart rate. Biol Psychol. 1998; 49(1–2): 137-150.PubMedCrossRef
27.
go back to reference Johnston DW. Improving control and psychological event detection during ambulatory cardiovascular recording. In: Fahrenberg J, Myrtek M, eds. Ambulatory Assessment: Computer-Assisted Psychological and Psychophysiological Methods in Monitoring and Field Studies. Seattle: Hogrefe Publishing; 1996. Johnston DW. Improving control and psychological event detection during ambulatory cardiovascular recording. In: Fahrenberg J, Myrtek M, eds. Ambulatory Assessment: Computer-Assisted Psychological and Psychophysiological Methods in Monitoring and Field Studies. Seattle: Hogrefe Publishing; 1996.
28.
go back to reference Pieper S, Brosschot JF. Prolonged stress-related cardiovascular activation: Is there any? Ann Behav Med. 2005; 30(2): 91-103.PubMedCrossRef Pieper S, Brosschot JF. Prolonged stress-related cardiovascular activation: Is there any? Ann Behav Med. 2005; 30(2): 91-103.PubMedCrossRef
29.
go back to reference Brosschot JF, Gerin W, Thayer JF. The perseverative cognition hypothesis: A review of worry, prolonged stress-related physiological activation, and health. J Psychosom Res. 2006; 60: 113-124.PubMedCrossRef Brosschot JF, Gerin W, Thayer JF. The perseverative cognition hypothesis: A review of worry, prolonged stress-related physiological activation, and health. J Psychosom Res. 2006; 60: 113-124.PubMedCrossRef
30.
go back to reference Brosschot JF, Verkuil B, Thayer JF. Conscious and unconscious perseverative cognition: Is a large part of prolonged physiological activity due to unconscious stress? J Psychosom Res. 2010; 64: 407-416.CrossRef Brosschot JF, Verkuil B, Thayer JF. Conscious and unconscious perseverative cognition: Is a large part of prolonged physiological activity due to unconscious stress? J Psychosom Res. 2010; 64: 407-416.CrossRef
31.
go back to reference Brosschot JF. Markers of chronic stress: Prolonged physiological activation and (un)conscious perseverative cognition. Neurosci Biobehav Rev. 2010; 35: 46-50.PubMedCrossRef Brosschot JF. Markers of chronic stress: Prolonged physiological activation and (un)conscious perseverative cognition. Neurosci Biobehav Rev. 2010; 35: 46-50.PubMedCrossRef
32.
go back to reference Lane RD. Neural substrates of implicit and explicit emotional processes: A unifying framework for psychosomatic medicine. Psychosom Med. 2008; 70(2): 214-231.PubMedCrossRef Lane RD. Neural substrates of implicit and explicit emotional processes: A unifying framework for psychosomatic medicine. Psychosom Med. 2008; 70(2): 214-231.PubMedCrossRef
33.
go back to reference Quirin M, Kazén M, Kuhl J. When nonsense sounds happy or helpless: The Implicit Positive and Negative Affect Test (IPANAT). J Pers Soc Psychol. 2009; 97(3): 500-516.PubMedCrossRef Quirin M, Kazén M, Kuhl J. When nonsense sounds happy or helpless: The Implicit Positive and Negative Affect Test (IPANAT). J Pers Soc Psychol. 2009; 97(3): 500-516.PubMedCrossRef
34.
go back to reference Thayer JF, Lane RD. A model of neurovisceral integration in emotion regulation and dysregulation. J Affect Disord. 2000; 61(3): 201-216.PubMedCrossRef Thayer JF, Lane RD. A model of neurovisceral integration in emotion regulation and dysregulation. J Affect Disord. 2000; 61(3): 201-216.PubMedCrossRef
35.
go back to reference Mossink JCL, Verkuil B, Burger AM et al. Ambulatory assessed implicit affect is associated with salivary cortisol. Front. Psychol. 2015; 6. Mossink JCL, Verkuil B, Burger AM et al. Ambulatory assessed implicit affect is associated with salivary cortisol. Front. Psychol. 2015; 6.
36.
go back to reference Cardinal BJ, Esters J, Cardinal MK. Evaluation of the revised physical activity readiness questionnaire in older adults. Med Sci Sports Exerc. 1996. Cardinal BJ, Esters J, Cardinal MK. Evaluation of the revised physical activity readiness questionnaire in older adults. Med Sci Sports Exerc. 1996.
37.
go back to reference Cranford JA, Shrout PE, Iida M, et al. A procedure for evaluating sensitivity to within-person change: Can mood measures in diary studies detect change reliably? Personal Soc Psychol Bull. 2006; 32(7): 917-929.CrossRef Cranford JA, Shrout PE, Iida M, et al. A procedure for evaluating sensitivity to within-person change: Can mood measures in diary studies detect change reliably? Personal Soc Psychol Bull. 2006; 32(7): 917-929.CrossRef
38.
go back to reference Quirin M, Wróbel M, Pala AN, Stieger S, Shanchuan D, Hicks JA, Mitina O, Brosschot J, Kazén M, Lasauskaite-Schüpbach R, Silvestrini N, Steca P, Padun MA. A cross-cultural validation of the Implicit Positive and Negative Affect Test (IPANAT): Results from ten nations across three continents. In press. Eur J of Psychol Assess. Quirin M, Wróbel M, Pala AN, Stieger S, Shanchuan D, Hicks JA, Mitina O, Brosschot J, Kazén M, Lasauskaite-Schüpbach R, Silvestrini N, Steca P, Padun MA. A cross-cultural validation of the Implicit Positive and Negative Affect Test (IPANAT): Results from ten nations across three continents. In press. Eur J of Psychol Assess.
39.
go back to reference Brosschot JF, Geurts SA, Kruizinga I, et al. Does unconscious stress play a role in prolonged cardiovascular stress recovery? Stress Health. 2014; 30: 179-187.PubMedCrossRef Brosschot JF, Geurts SA, Kruizinga I, et al. Does unconscious stress play a role in prolonged cardiovascular stress recovery? Stress Health. 2014; 30: 179-187.PubMedCrossRef
40.
go back to reference Selcuk E, Zayas V, Günaydin G, et al. Mental representations of attachment figures facilitate recovery following upsetting autobiographical memory recall. J Pers Soc Psychol. 2012; 103: 362-378.PubMedCrossRef Selcuk E, Zayas V, Günaydin G, et al. Mental representations of attachment figures facilitate recovery following upsetting autobiographical memory recall. J Pers Soc Psychol. 2012; 103: 362-378.PubMedCrossRef
41.
go back to reference Lane RD, Quinlan DM, Schwartz GE, et al. The Levels of Emotional Awareness Scale: A cognitive-developmental measure of emotion. J Pers Assess. 1990; 55(1–2): 124-134.PubMedCrossRef Lane RD, Quinlan DM, Schwartz GE, et al. The Levels of Emotional Awareness Scale: A cognitive-developmental measure of emotion. J Pers Assess. 1990; 55(1–2): 124-134.PubMedCrossRef
42.
go back to reference Nyklicek I. Dutch translation of the manual for scoring the Levels of Emotional Awareness Scale. 2015. Nyklicek I. Dutch translation of the manual for scoring the Levels of Emotional Awareness Scale. 2015.
43.
go back to reference Lane R, Sechrest B, Riedel R, et al. Impaired verbal and nonverbal emotion recognition in alexithymia. Psychosom Med. 1996; 58: 203-210.PubMedCrossRef Lane R, Sechrest B, Riedel R, et al. Impaired verbal and nonverbal emotion recognition in alexithymia. Psychosom Med. 1996; 58: 203-210.PubMedCrossRef
44.
go back to reference Lane RD, Sechrest L, Riedel R, et al. Pervasive emotion recognition deficit common to alexithymia and the repressive coping style. Psychosom Med. 2000; 62: 492-501.PubMedCrossRef Lane RD, Sechrest L, Riedel R, et al. Pervasive emotion recognition deficit common to alexithymia and the repressive coping style. Psychosom Med. 2000; 62: 492-501.PubMedCrossRef
45.
go back to reference Barchard KA, Hakstian AR. The nature and measurement of emotional intelligence abilities: Basic dimensions and their relationships with other cognitive abilities and personality variables. Educ Psychol Meas. 2004; 64(3): 437-462.CrossRef Barchard KA, Hakstian AR. The nature and measurement of emotional intelligence abilities: Basic dimensions and their relationships with other cognitive abilities and personality variables. Educ Psychol Meas. 2004; 64(3): 437-462.CrossRef
46.
go back to reference Ciarrochi J, Caputi P, Mayer JD. The distinctiveness and utility of a measure of trait emotional awareness. Personal Individ Differ. 2003; 34: 1477-1490.CrossRef Ciarrochi J, Caputi P, Mayer JD. The distinctiveness and utility of a measure of trait emotional awareness. Personal Individ Differ. 2003; 34: 1477-1490.CrossRef
47.
go back to reference Kang SM, Shaver PR. Individual differences in emotional complexity: Their psychological implications. J Pers. 2004; 72: 687-726.PubMedCrossRef Kang SM, Shaver PR. Individual differences in emotional complexity: Their psychological implications. J Pers. 2004; 72: 687-726.PubMedCrossRef
48.
go back to reference Torrado M, Ouakinin S, Lane RD. Measuring emotional awareness from a cognitive-developmental perspective: Portuguese adaptation studies of the Levels of Emotional Awareness Scale. Acta Medica Port. 2013; 26(2): 145-153. Torrado M, Ouakinin S, Lane RD. Measuring emotional awareness from a cognitive-developmental perspective: Portuguese adaptation studies of the Levels of Emotional Awareness Scale. Acta Medica Port. 2013; 26(2): 145-153.
49.
go back to reference Laurenceau JP, Bolger N. Analyzing diary and intensive longitudinal data from dyads. Handb Res Methods Stud Daily Life. 2012;407–22. Laurenceau JP, Bolger N. Analyzing diary and intensive longitudinal data from dyads. Handb Res Methods Stud Daily Life. 2012;407–22.
50.
go back to reference Bates D, Maechler M, Bolker B, Walker S. lme4: Linear mixed-effects models using Eigen and S4. R package version. 2014; 1(7). Bates D, Maechler M, Bolker B, Walker S. lme4: Linear mixed-effects models using Eigen and S4. R package version. 2014; 1(7).
53.
go back to reference Verkuil B, Brosschot JF, Meerman EE, et al. Effects of momentary assessed stressful events and worry episodes on somatic health complaints. Psychol Health. 2012; 27: 141-158.PubMedCrossRef Verkuil B, Brosschot JF, Meerman EE, et al. Effects of momentary assessed stressful events and worry episodes on somatic health complaints. Psychol Health. 2012; 27: 141-158.PubMedCrossRef
54.
go back to reference Tuomisto MT, Johnston DW, Schmidt TFH. The ambulatory measurement of posture, thigh acceleration, and muscle tension and their relationship to heart rate. Psychophysiology. 1996; 33(4): 409-415.PubMedCrossRef Tuomisto MT, Johnston DW, Schmidt TFH. The ambulatory measurement of posture, thigh acceleration, and muscle tension and their relationship to heart rate. Psychophysiology. 1996; 33(4): 409-415.PubMedCrossRef
55.
go back to reference Frewen P, Lane RD, Neufeld RWJ, et al. Neural correlates of levels of emotional awareness during trauma script-imagery in posttraumatic stress disorder. Psychosom Med. 2008; 70(1): 27-31.PubMedCrossRef Frewen P, Lane RD, Neufeld RWJ, et al. Neural correlates of levels of emotional awareness during trauma script-imagery in posttraumatic stress disorder. Psychosom Med. 2008; 70(1): 27-31.PubMedCrossRef
56.
go back to reference Thayer JF, Lane RD. Claude Bernard and the heart-brain connection: Further elaboration of a model of neurovisceral integration. Neurosci Biobehav Rev. 2009; 33: 81-88.PubMedCrossRef Thayer JF, Lane RD. Claude Bernard and the heart-brain connection: Further elaboration of a model of neurovisceral integration. Neurosci Biobehav Rev. 2009; 33: 81-88.PubMedCrossRef
57.
go back to reference Chambers AS, Allen JJB. Sex differences in cardiac vagal control in a depressed sample: Implications for differential cardiovascular mortality. Biol Psychol. 2007; 75(1): 32-36.PubMedPubMedCentralCrossRef Chambers AS, Allen JJB. Sex differences in cardiac vagal control in a depressed sample: Implications for differential cardiovascular mortality. Biol Psychol. 2007; 75(1): 32-36.PubMedPubMedCentralCrossRef
58.
go back to reference Thayer JF, Smith M, Rossy LA, et al. Heart period variability and depressive symptoms: Gender differences. Biol Psychiatry. 1998; 44(4): 304-306.PubMedCrossRef Thayer JF, Smith M, Rossy LA, et al. Heart period variability and depressive symptoms: Gender differences. Biol Psychiatry. 1998; 44(4): 304-306.PubMedCrossRef
59.
go back to reference Verkuil B, Brosschot JF, Marques AH, Kampschroer K, Sternberg EM, Thayer JF. Gender differences in the impact of daily sadness on 24-h heart rate variability. Psychophysiology. 2015. Verkuil B, Brosschot JF, Marques AH, Kampschroer K, Sternberg EM, Thayer JF. Gender differences in the impact of daily sadness on 24-h heart rate variability. Psychophysiology. 2015.
60.
go back to reference Kemp AH, Quintana DS, Gray MA, et al. Impact of depression and antidepressant treatment on heart rate variability: A review and meta-analysis. Biol Psychiatry. 2010; 67(11): 1067-1074.PubMedCrossRef Kemp AH, Quintana DS, Gray MA, et al. Impact of depression and antidepressant treatment on heart rate variability: A review and meta-analysis. Biol Psychiatry. 2010; 67(11): 1067-1074.PubMedCrossRef
61.
go back to reference Chalmers J, Quintana DS, Abbott MJ, et al. Anxiety disorders are associated with reduced heart rate variability: A meta-analysis. Front Psychiatry. 2014; 5: 1-11.CrossRef Chalmers J, Quintana DS, Abbott MJ, et al. Anxiety disorders are associated with reduced heart rate variability: A meta-analysis. Front Psychiatry. 2014; 5: 1-11.CrossRef
Metadata
Title
Prolonged Non-metabolic Heart Rate Variability Reduction as a Physiological Marker of Psychological Stress in Daily Life
Authors
Bart Verkuil, PhD
Jos F. Brosschot, PhD
Marieke S. Tollenaar, PhD
Richard D. Lane, MD, PhD
Julian F. Thayer, PhD
Publication date
01-10-2016
Publisher
Springer US
Published in
Annals of Behavioral Medicine / Issue 5/2016
Print ISSN: 0883-6612
Electronic ISSN: 1532-4796
DOI
https://doi.org/10.1007/s12160-016-9795-7

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