The Relationship between Psychiatric Illness and the Circadian Pattern of Heart Rate
Abstract
Objective: The aim of this study was to investigate the relationship between psychiatric status and the circadian pattern of heart rate. Method: Serial 24–hour recordings of minute average heart rate were obtained from 30 normal volunteers and 200 patients representing a range of DSM-III-R diagnoses. Records were compared in terms of their circadian “morphology” and grouped into different pattern types. The distribution of patterns in different diagnoses was analysed statistically. Results: It was found that states such as generalised anxiety and depression are strongly associated with a distinctive circadian pattern, whereas others such as somatoform disorder show more variation in this regard. Serial recordings show that the relationship between psychiatric status and circadian pattern is state-dependent; a change in clinical status leads to a change in the circadian pattern. Conclusions: The presented findings together suggest that there is a systematic relationship between psychiatric status and heart rate in which core physiological differences between certain states are reflected in distinctively different circadian patterns of activity. The state-dependent nature of this relationship suggests obvious practical applications, and examples are given of how these adjunct data can provide objective indices of clinical status and change. At a theoretical level, the physiological dimension revealed by these data may help to define more reliable syndromal distinctions between various clinical manifestations and hence contribute to a more robust nosology.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Greater variation of nighttime heart rate between 2 AM and 4 AM and between 4 AM and 6 AM indicates greater severity of depressive symptoms.
“our findings suggest that a greater variation of nighttime heart rate between 2 AM and 4 AM and between 4 AM and 6 AM indicates greater severity of depressive symptoms”
From Digital Biomarkers for Depression Screening With Wearable Devices: Cross-sectional Study With Machine Learning Modeling (2021) · cites this paper as [61]
Cites
Svensson, T. H. (1987) · Psychopharmacology · doi:10.1007/bf00215471 · Cited by 334 · see citing works
Carroll, B. J. (1973) · Archives of General Psychiatry · doi:10.1001/archpsyc.1973.01750330049009 · Cited by 316 · see citing works
Effect of mental stress throughout the day on cardiac autonomic control
Sloan, R. P., Shapiro, P. A., Bagiella, E., Boni, S. M., Paik, M. C., Bigger, J. T., Steinman, R. C., & Gorman, J. M. (1994) · Biological Psychology · doi:10.1016/0301-0511(94)90024-8 · Cited by 240 · see citing works
Anxiety, antisocial behavior, and heart rate regulation in adolescent males
Mezzacappa, E., Tremblay, R. E., Kindlon, D., Saul, J. P., Arseneault, L., Seguin, J., Pihl, R. O., & Earls, F. (1997) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.1997.tb01531.x · Cited by 223 · see citing works
The Psychophysiology of Mental Illness
LADER, M. H. (2026) · Routledge eBooks · doi:10.4324/9781003753490 · Cited by 163 · see citing works
Validation of a heart rate monitor with children in laboratory and field settings.
Treiber, F. A., Musante, L., Hartdagan, S., Davis, H., Levy, M., & Strong, W. B. (1989) · PubMed · Cited by 116 · see citing works
Heart Rate and Heart Rate Variability in Normal Young Adults
Coumel, P., Maison‐Blanche, P., & CATULI, D. (1994) · Journal of Cardiovascular Electrophysiology · doi:10.1111/j.1540-8167.1994.tb01130.x · Cited by 86 · see citing works
Validation of a heart rate monitor with children in laboratory and field settings
Treiber, F. A., Musante, L., Hartdagan, S., Davis, H., LEVY, M., & Strong, W. B. (1989) · Medicine & Science in Sports & Exercise · doi:10.1249/00005768-198906000-00019 · Cited by 83 · see citing works
Harper, D. G., Tornatzky, W., & Miczek, K. A. (1996) · Physiology & Behavior · doi:10.1016/0031-9384(95)02012-8 · Cited by 81 · see citing works
Cardiac regulation and depression
Lahmeyer, H. W., & Bellur, S. N. (1987) · Journal of Psychiatric Research · doi:10.1016/0022-3956(87)90004-5 · Cited by 73 · see citing works
Stein, M. B., & Asmundson, G. J. G. (1994) · Biological Psychiatry · doi:10.1016/0006-3223(94)90619-x · Cited by 73 · see citing works
Anxiety and autonomic regulation in major depressive disorder: an exploratory study
Tulen, J. H. M., Bruijn, J. A., de Man, K. J., van der Velden, E., Pepplinkhuizen, L., & Veld, A. J. M. T. (1996) · Journal of Affective Disorders · doi:10.1016/0165-0327(96)00042-0 · Cited by 52 · see citing works
Sleep and Heart Rate Circadian Rhythm in Depression: The Necessity to Separate
Taillard, J., Lemoine, P., Boule, P., Drogue, M., & Mouret, J. (1993) · Chronobiology International · doi:10.3109/07420529309064483 · Cited by 44 · see citing works
Murakawa, Y., Ajiki, K., Usui, M., Yamashita, T., Oikawa, N., & Inoue, H. (1993) · American Heart Journal · doi:10.1016/s0002-8703(07)80016-0 · Cited by 30 · see citing works
Autonomic Nervous System in Sleep
Parmeggiani, P. L. (1984) · Experimental brain research. Supplementum · doi:10.1007/978-3-642-69554-4_3 · Cited by 27 · see citing works
Die Bedeutung von Herzfrequenzanalysen bei psychiatrischen Fragestellungen
Rechlin, T. (1995) · Fortschritte der Neurologie · Psychiatrie · doi:10.1055/s-2007-996609 · Cited by 10 · see citing works
Activity of Brain Catecholamine Systems in Sleep and Wakefulness Regulation
Gaillard, J. (1984) · Experimental brain research. Supplementum · doi:10.1007/978-3-642-69554-4_8 · Cited by 7 · see citing works
The Physiological Organization of the Circadian Sleep-Wake Cycle
Groos, G. A. (1984) · Experimental brain research. Supplementum · doi:10.1007/978-3-642-69554-4_18 · Cited by 4 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
An overview of heart rate variability metrics and norms
Shaffer, F., & Ginsberg, J. P. (2017) · Frontiers in Public Health · doi:10.3389/fpubh.2017.00258 · Cited by 7,185 · see citing works
Shaffer, F., McCraty, R., & Zerr, C. L. (2014) · Frontiers in Psychology · doi:10.3389/fpsyg.2014.01040 · Cited by 1,866 · see citing works
Mccraty, R., & Shaffer, F. (2015) · Global Advances in Health and Medicine · doi:10.7453/gahmj.2014.073 · Cited by 1,039 · see citing works
Disrupted sleep patterns and daily functioning in patients with chronic pain
McCracken, L. M., & Iverson, G. L. (2002) · Pain Research and Management · doi:10.1155/2002/579425 · Cited by 254 · see citing works
Valenza, G., Nardelli, M., Lanatá, A., Gentili, C., Bertschy, G., Paradiso, R., & Scilingo, E. (2014) · IEEE journal of biomedical and health informatics · doi:10.1109/jbhi.2013.2290382 · Cited by 158 · see citing works
Lanatá, A., Valenza, G., Nardelli, M., Gentili, C., & Scilingo, E. (2015) · IEEE journal of biomedical and health informatics · doi:10.1109/jbhi.2014.2360711 · Cited by 147 · see citing works
Rykov, Y., Thach, T.-Q., Bojic, I., Christopoulos, G., & Car, J. (2021) · JMIR mHealth and uHealth · doi:10.2196/24872 · Cited by 151 · see citing works
Valenza, G., Gentili, C., Lanatà, A., & Scilingo, E. P. (2013) · Artificial Intelligence in Medicine · doi:10.1016/j.artmed.2012.12.001 · Cited by 95 · see citing works
Imeraj, L., Sonuga-Barke, E. J. S., Antrop, I., Roeyers, H., Wiersema, R., Bal, S., & Deboutte, D. (2012) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2012.04.007 · Cited by 84 · see citing works
Valenza, G., Citi, L., Gentili, C., Lanatá, A., Scilingo, E., & Barbieri, R. (2015) · IEEE journal of biomedical and health informatics · doi:10.1109/jbhi.2014.2307584 · Cited by 68 · see citing works
Behavioral feedback regulation of circadian rhythm phase angle in light-dark entrained mice
Mistlberger, R. E., & Holmes, M. M. (2000) · American Journal of Physiology-Regulatory, Integrative and Comparative Physiology · doi:10.1152/ajpregu.2000.279.3.r813 · Cited by 60 · see citing works
Complexity Variability Assessment of Nonlinear Time-Varying Cardiovascular Control
Valenza, G., Citi, L., Garcia, R. G., Taylor, J. N., Toschi, N., & Barbieri, R. (2017) · Scientific Reports · doi:10.1038/srep42779 · Cited by 53 · see citing works
Raugh, I. M., Chapman, H. C., Bartolomeo, L. A., Gonzalez, C., & Strauss, G. P. (2019) · Psychological Assessment · doi:10.1037/pas0000651 · Cited by 53 · see citing works
Serotonin regulation of the human stress response
Hood, S. D., Hince, D., Robinson, H., Cirillo, M., Christmas, D. M., & Kaye, J. M. (2006) · Psychoneuroendocrinology · doi:10.1016/j.psyneuen.2006.07.001 · Cited by 48 · see citing works
A New Potential Marker for Abnormal Cardiac Physiology in Depression
Iverson, G. L., Gaetz, M., Rzempoluck, E. J., McLean, P. D., Linden, W., & Remick, R. A. (2005) · Journal of Behavioral Medicine · doi:10.1007/s10865-005-9022-7 · Cited by 41 · see citing works
Using heart rate profiles during sleep as a biomarker of depression
Saad, M., Ray, L. B., Bujaki, B., Parvaresh, A., Palamarchuk, I., De Koninck, J., Douglass, A., Lee, E. K., Soucy, L. J., Fogel, S., et al. (2019) · BMC Psychiatry · doi:10.1186/s12888-019-2152-1 · Cited by 37 · see citing works
Mathersul, D. C., Dixit, K., Schulz-Heik, R. J., Avery, T. J., Zeitzer, J. M., & Bayley, P. J. (2022) · BMC Psychiatry · doi:10.1186/s12888-022-03886-3 · Cited by 25 · see citing works
Reliability of Circadian Heart Pattern Analysis in Psychiatry
Iverson, G. L., Stampfer, H. G., & Gaetz, M. (2002) · Psychiatric Quarterly · doi:10.1023/a:1016036704524 · Cited by 24 · see citing works
Self-citationNardelli, M., Valenza, G., Cristea, I., Gentili, C., Cotet, C., David, D., Lanatá, A., & Scilingo, E. (2015) · Frontiers in Computational Neuroscience · doi:10.3389/fncom.2015.00037 · Cited by 26 · see citing works
Nocturnal patterns of heart rate and the risk of mortality after acute myocardial infarction
Carney, R. M., Steinmeyer, B. C., Freedland, K. E., Stein, P. K., Hayano, J., Blumenthal, J. A., & Jaffe, A. S. (2014) · American Heart Journal · doi:10.1016/j.ahj.2014.04.012 · Cited by 21 · see citing works
Carney, R. M., Freedland, K. E., Steinmeyer, B. C., Rubin, E. H., Stein, P. K., & Rich, M. W. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.04.051 · Cited by 19 · see citing works
Mathersul, D. C., Dixit, K., Schulz‐Heik, R. J., Avery, T. J., Zeitzer, J. M., & Bayley, P. J. (2022) · Murdoch University Research Portal · Cited by 17 · see citing works
Lutin, E., Schiweck, C., Cornelis, J. P., Raedt, W. D., Reif, A., Vrieze, E., Claes, S. J., & Hoof, C. A. V. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.1022298 · Cited by 17 · see citing works
Schiweck, C., Lutin, E., Raedt, W. D., Cools, O., Coppens, V., Morrens, M., Hoof, C. A. V., Vrieze, E., & Claes, S. J. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.696170 · Cited by 15 · see citing works
Astashev, M. E., Serov, D. A., & Gudkov, S. V. (2023) · Mathematics · doi:10.3390/math11153307 · Cited by 15 · see citing works
Variations in circadian heart rate in psychiatric disorders: theoretical and practical implications
Stampfer, H. G., & Dimmitt (2013) · ChronoPhysiology and Therapy · doi:10.2147/cpt.s43623 · Cited by 15 · see citing works
Self-citationNighttime Heart Rate and Survival in Depressed Patients Post Acute Myocardial Infarction
Carney, R. M., Steinmeyer, B. C., Freedland, K. E., Blumenthal, J. A., Stein, P. K., Steinhoff, W., Howells, W. B., Berkman, L. F., Watkins, L. L., Czajkowski, S. M., et al. (2008) · Psychosomatic Medicine · doi:10.1097/psy.0b013e3181835ca3 · Cited by 14 · see citing works
Saad, M., Ray, L. B., Bradley-Garcia, M., Palamarchuk, I. S., Gholamrezaei, A., Douglass, A. B., Lee, E. K., Soucy, L., & Robillard, R. (2020) · Psychosomatic Medicine · doi:10.1097/psy.0000000000000766 · Cited by 13 · see citing works
Fudolig, M. I., Bloomfield, L. S. P., Price, M., Bird, Y. M., Hidalgo, J. E., Kim, J. N., Llorin, J., Lovato, J. L., McGinnis, E. W., McGinnis, R. S., et al. (2024) · Digital Biomarkers · doi:10.1159/000539487 · Cited by 11 · see citing works
P-wave and QT dispersion in patients with conversion disorder
İzci, F., Hocagil, H., İzcı, S., Izci, V., Acar, R. D., & Koç, M. İ. (2015) · Therapeutics and Clinical Risk Management · doi:10.2147/tcrm.s81852 · Cited by 11 · see citing works
Kaya, A., Karakaş, A., & Coşkun, H. (2011) · Biological Rhythm Research · doi:10.1080/09291016.2010.525380 · Cited by 11 · see citing works
Mathersul, D. C., Zeitzer, J. M., Schulz‐Heik, R. J., Avery, T. J., & Bayley, P. J. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1331569 · Cited by 10 · see citing works
Severe Tachycardia Following Low-Dose Clozapine Treatment
Stampfer, H. G., & Swanepoel, P. (2005) · Australasian Psychiatry · doi:10.1111/j.1440-1665.2004.02156.x · Cited by 9 · see citing works
Self-citationMathersul, D. C., Dixit, K., Avery, T. J., Schulz‐Heik, R. J., Zeitzer, J. M., Mahoney, L., Cho, R. H., & Bayley, P. J. (2021) · Life Sciences · doi:10.1016/j.lfs.2021.119604 · Cited by 8 · see citing works
Fonseca, V. A. D. S., Vásquez, F., Seixas, A. A., Jean‐Louis, G., da Silva-Fonseca, M. S., Sladek, L., da Rocha, E. M. D. S., dos Santos, R. M. M., & de Aguiar, A. S. (2021) · Brazilian Journal of Medical and Biological Research · doi:10.1590/1414-431x202010679 · Cited by 7 · see citing works
Cochran, J. M., Heidary, Z., & Knights, J. (2021) · npj Digital Medicine · doi:10.1038/s41746-021-00436-1 · Cited by 6 · see citing works
Mathena, S. A., Allen, R. M., Laukaitis, C. M., & Andrews, J. (2025) · Frontiers in Neurology · doi:10.3389/fneur.2024.1499582 · Cited by 2 · see citing works
Emotions and Mood States: Modeling, Elicitation, and Classification
Valenza, G., & Scilingo, E. P. (2013) · Series in bioengineering · doi:10.1007/978-3-319-02639-8_2 · Cited by 2 · see citing works
McCraty, R., & Shaffer, F. (2015) · Cited by 2 · see citing works
Hussain, H. M. (2007) · Progress in Neuro-Psychopharmacology and Biological Psychiatry · doi:10.1016/j.pnpbp.2007.05.010 · Cited by 1 · see citing works
Valenza, G., & Scilingo, E. P. (2017) · Scalable computing and communications · doi:10.1007/978-3-319-58280-1_19 · Cited by 1 · see citing works
Data Acquisition: Experimental Procedures and Wearable Monitoring Systems
Valenza, G., & Scilingo, E. P. (2013) · Series in bioengineering · doi:10.1007/978-3-319-02639-8_3
Tokatlı, A., Yiğiner, Ö., Değirmencioğlu, G., Kılıçaslan, F., & Uzun, M. (2015) · Therapeutics and Clinical Risk Management · doi:10.2147/tcrm.s88250
Imeraj, L. (2012) · Ghent University Academic Bibliography (Ghent University)
Saad, M. (2019) · uO Research (University of Ottawa) · doi:10.20381/ruor-23661
A Review of Methods to Characterize and Classify Sleep, Depression and Schizophrenia Disorders
Cvetković, D., Abdullah, H., & Chaparro-Vargas, R. (2015) · Springer series in bio-/neuroinformatics · doi:10.1007/978-3-319-12817-7_4
The two fundamental shapes of sleep heart rate dynamics and their connection to mental healthPreprint
Fudolig, M. I., Bloomfield, L. S. P., Price, M., Bird, Y. M., Hidalgo, J. E., Kim, J. H., Llorin, J., Lovato, J. L., McGinnis, E. W., McGinnis, R. S., et al. (2023) · doi:10.31234/osf.io/3cqdn
Mathersul, D. C., Dixit, K., Schulz‐Heik, R. J., Avery, T. J., Zeitzer, J. M., & Bayley, P. J. (2022) · Figshare · doi:10.6084/m9.figshare.19607527
Mathersul, D. C., Dixit, K., Schulz‐Heik, R. J., Avery, T. J., Zeitzer, J. M., & Bayley, P. J. (2022) · Figshare · doi:10.6084/m9.figshare.19607530
- Authors
- Stampfer, H. G.
- Affiliations
- Queen Elizabeth II Medical Centre (AU)
- Corresponding author
- Stampfer, Hans G.
- ORCID
- Stampfer, Hans G.
- Venue
- Australian & New Zealand Journal of Psychiatry
- Publisher
- SAGE Publications
- Published
- 1998-04
- Volume
- 32
- Issue
- 2
- Pages
- 187-198
- ISSN
- 0004-8674 (ISSN-L)
- 1440-1614
- OpenAlex
- W1979885502
- Cited by
- 51
- References
- 18
- Citations by year
- 2025: 1 · 2024: 2 · 2023: 2 · 2022: 5 · 2021: 5 · 2020: 1 · 2019: 3 · 2017: 3 · 2016: 1 · 2015: 6 · 2014: 4 · 2013: 6 · 2012: 2
- FWCI
- 0.25
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Australian & New Zealand Journal of Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- UWA Profiles and Research Repository (UWA) (submittedVersion)
- Topics
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Rate Variability and Autonomic Control
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Mental Health Research Topics
- Life Sciences › Neuroscience › Endocrine and Autonomic Systems › Circadian rhythm and melatonin
- Keywords
- mental illness, circadian rhythm, generalized anxiety disorder, depression, somatoform disorders, disease classification
- MeSH terms
- Adolescent, Adult, Aged, Mental Disorders, Circadian Rhythm, Female, Heart Rate, Humans, Male, Middle Aged, Psychiatric Status Rating Scales, Psychophysiology, Electrocardiography, Ambulatory
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