Abstract
Objective
Indicators of heart rate variability (HRV) have been used to assess the autonomic activity. However, the influence of obesity on HRV in these patients remains to be determined. This study aimed to examine how obesity (measured with the body mass index [BMI]) affects HRV and determine whether the effect varies among different psychiatric disorders. We recruited 3159 consecutive patients, including 1744 with schizophrenia, 966 with mood disorders, and 449 with anxiety disorders. Patients were divided into four groups based on BMI: underweight (< 18.5), normal weight (18.5–23.9), overweight (24–27.9), and obese (≥ 28). The cardiovascular status was assessed using several time- and frequency-based HRV indicators, measured via electrocardiogram signals recorded for 5 min. The mean BMI of the participants was 23.6 ± 4.0. The patients in the overweight and obese groups were 29.4% and 13.6% of the total, respectively. The HRV indicators were higher in underweight and normal-weight patients than in the overweight and obese ones. After stratification based on the psychiatric diagnosis, the patients with mood disorders showed lower HRV than those with schizophrenia or anxiety disorder in the normal-weight group. In contrast, in the overweight and obese groups the patients with mood disorders showed higher HRV than those with the other disorders. The HRV variables were significantly associated with BMI, and higher BMI was associated with higher heart rates and lower HRV. These results indicate that weight gain in psychiatric disorders is associated with an imbalance in autonomic nerve activity. However, the relationship between autonomic activity, weight gain, and psychiatric disorders warrants further investigation.
Similar content being viewed by others
References
Akselrod S, Gordon D, Ubel FA, Shannon DC, Berger AC, Cohen RJ (1981) Power spectrum analysis of heart rate fluctuation: a quantitative probe of beat-to-beat cardiovascular control. Science 213:220–222
Arakaki X, Arechavala RJ, Choy EH, Bautista J, Bliss B, Molloy C, Wu DA, Shimojo S, Jiang Y, Kleinman MT, Kloner RA (2023) The connection between heart rate variability (hrv), neurological health, and cognition: a literature review. Front Neurosci 17:1055445
Avila C, Holloway AC, Hahn MK, Morrison KM, Restivo M, Anglin R, Taylor VH (2015) An overview of links between obesity and mental health. Curr Obes Rep 4:303–310
Beauchaine TP, Thayer JF (2015) Heart rate variability as a transdiagnostic biomarker of psychopathology. Int J Psychophysiol 98:338–350
Belvederi Murri M, Amore M (2019) The multiple dimensions of insight in schizophrenia-spectrum disorders. Schizophr Bull 45:277–283
Berntson GG, Bigger JT Jr, Eckberg DL, Grossman P, Kaufmann PG, Malik M, Nagaraja HN, Porges SW, Saul JP, Stone PH, van der Molen MW (1997) Heart rate variability: origins, methods, and interpretive caveats. Psychophysiology 34:623–648
Berntson GG, Quigley KS, Jang JF, Boysen ST (1990) An approach to artifact identification: application to heart period data. Psychophysiology 27:586–598
Bigger JT Jr, Kleiger RE, Fleiss JL, Rolnitzky LM, Steinman RC, Miller JP (1988) Components of heart rate variability measured during healing of acute myocardial infarction. Am J Cardiol 61:208–215
Birch SL, Duncan MJ, Franklin C (2012) Overweight and reduced heart rate variability in british children: an exploratory study. Prev Med 55:430–432
Bremner JD, Moazzami K, Wittbrodt MT, Nye JA, Lima BB, Gillespie CF, Rapaport MH, Pearce BD, Shah AJ, Vaccarino V (2020) Diet, stress and mental health. Nutrients 12
Browning KN, Verheijden S, Boeckxstaens GE (2017) The vagus nerve in appetite regulation, mood, and intestinal inflammation. Gastroenterology 152:730–744
Campos JO, Barros MAV, Oliveira T, Nobre IG, de Morais AS, Santos MAM, Leandro CG, Costa-Silva JH (2022) Cardiac autonomic dysfunction in school age children with overweight and obesity. Nutr Metab Cardiovasc Dis 32:2410–2417
Chalmers JA, Quintana DS, Abbott MJ, Kemp AH (2014) Anxiety disorders are associated with reduced heart rate variability: a meta-analysis. Front Psychiatry 5:80
Chang JC, Huang WL, Liu CY, Tseng MM, Yang CCH, Kuo TBJ (2021) Heart rate variability reactivity to food image stimuli is associated with body mass index. Appl Psychophysiol Biofeedback 46:271–277
Cheng TO (2004) Chinese body mass index is much lower as a risk factor for coronary artery disease. Circulation 109:e184 (author reply e184)
Chesney E, Goodwin GM, Fazel S (2014) Risks of all-cause and suicide mortality in mental disorders: a meta-review. World Psychiatry 13:153–160
de Onis M, Onyango AW, Van den Broeck J, Chumlea WC, Martorell R (2004) Measurement and standardization protocols for anthropometry used in the construction of a new international growth reference. Food Nutr Bull 25:S27-36
Guarino D, Nannipieri M, Iervasi G, Taddei S, Bruno RM (2017) The role of the autonomic nervous system in the pathophysiology of obesity. Front Physiol 8:665
Hillebrand S, Gast KB, de Mutsert R, Swenne CA, Jukema JW, Middeldorp S, Rosendaal FR, Dekkers OM (2013) Heart rate variability and first cardiovascular event in populations without known cardiovascular disease: meta-analysis and dose-response meta-regression. Europace 15:742–749
Iosifescu DV (2012) The relation between mood, cognition and psychosocial functioning in psychiatric disorders. Eur Neuropsychopharmacol 22(Suppl 3):S499-504
Jung W, Jang KI, Lee SH (2019) Heart and brain interaction of psychiatric illness: a review focused on heart rate variability, cognitive function, and quantitative electroencephalography. Clin Psychopharmacol Neurosci 17:459–474
Kemp AH, Quintana DS, Gray MA, Felmingham KL, Brown K, Gatt JM (2010) Impact of depression and antidepressant treatment on heart rate variability: a review and meta-analysis. Biol Psychiatry 67:1067–1074
Koenig J, Jarczok MN, Warth M, Ellis RJ, Bach C, Hillecke TK, Thayer JF (2014) Body mass index is related to autonomic nervous system activity as measured by heart rate variability—a replication using short term measurements. J Nutr Health Aging 18:300–302
Liu KY, Elliott T, Knowles M, Howard R (2022) Heart rate variability in relation to cognition and behavior in neurodegenerative diseases: a systematic review and meta-analysis. Ageing Res Rev 73:101539
Mazereel V, Detraux J, Vancampfort D, van Winkel R, De Hert M (2020) Impact of psychotropic medication effects on obesity and the metabolic syndrome in people with serious mental illness. Front Endocrinol (Lausanne) 11:573479
McLachlan CS, Ocsan R, Spence I, Hambly B, Matthews S, Wang L, Jelinek HF (2010) Increased total heart rate variability and enhanced cardiac vagal autonomic activity in healthy humans with sinus bradycardia. Proc (Bayl Univ Med Cent) 23:368–370
Molfino A, Fiorentini A, Tubani L, Martuscelli M, Rossi Fanelli F, Laviano A (2009) Body mass index is related to autonomic nervous system activity as measured by heart rate variability. Eur J Clin Nutr 63:1263–1265
Newcomer JW, Hennekens CH (2007) Severe mental illness and risk of cardiovascular disease. JAMA 298:1794–1796
Noronha SSR, Lima PM, Campos GSV, Chirico MTT, Abreu AR, Figueiredo AB, Silva FCS, Chianca DA Jr, Lowry CA, De Menezes RCA (2019) Association of high-fat diet with neuroinflammation, anxiety-like defensive behavioral responses, and altered thermoregulatory responses in male rats. Brain Behav Immun 80:500–511
Porges SW (2007) The polyvagal perspective. Biol Psychol 74:116–143
Preljevic VT, Osthus TB, Sandvik L, Bringager CB, Opjordsmoen S, Nordhus IH, Os I, Dammen T (2011) Psychiatric disorders, body mass index and c-reactive protein in dialysis patients. Gen Hosp Psychiatry 33:454–461
Quintana DS, McGregor IS, Guastella AJ, Malhi GS, Kemp AH (2013) A meta-analysis on the impact of alcohol dependence on short-term resting-state heart rate variability: implications for cardiovascular risk. Alcohol Clin Exp Res 37(Suppl 1):E23-29
Reyes del Paso GA, Langewitz W, Mulder LJ, van Roon A, Duschek S (2013) The utility of low frequency heart rate variability as an index of sympathetic cardiac tone: a review with emphasis on a reanalysis of previous studies. Psychophysiology 50:477–487
Sheffield JM, Karcher NR, Barch DM (2018) Cognitive deficits in psychotic disorders: a lifespan perspective. Neuropsychol Rev 28:509–533
Speer KE, Koenig J, Telford RM, Olive LS, Mara JK, Semple S, Naumovski N, Telford RD, McKune AJ (2021) Relationship between heart rate variability and body mass index: a cross-sectional study of preschool children. Prev Med Rep 24:101638
Straznicky NE, Grima MT, Sari CI, Lambert EA, Phillips SE, Eikelis N, Mariani JA, Kobayashi D, Hering D, Dixon JB, Lambert GW (2016) Comparable attenuation of sympathetic nervous system activity in obese subjects with normal glucose tolerance, impaired glucose tolerance, and treatment naive type 2 diabetes following equivalent weight loss. Front Physiol 7:516
Takada K, Ishii A, Matsuo T, Nakamura C, Uji M, Yoshikawa T (2018) Neural activity induced by visual food stimuli presented out of awareness: a preliminary magnetoencephalography study. Sci Rep 8:3119
Thayer JF, Hansen AL, Saus-Rose E, Johnsen BH (2009) Heart rate variability, prefrontal neural function, and cognitive performance: the neurovisceral integration perspective on self-regulation, adaptation, and health. Ann Behav Med 37:141–153
Triggiani AI, Valenzano A, Ciliberti MA, Moscatelli F, Villani S, Monda M, Messina G, Federici A, Babiloni C, Cibelli G (2017) Heart rate variability is reduced in underweight and overweight healthy adult women. Clin Physiol Funct Imaging 37:162–167
Williams LJ, Pasco JA, Henry MJ, Jacka FN, Dodd S, Nicholson GC, Kotowicz MA, Berk M (2009) Lifetime psychiatric disorders and body composition: a population-based study. J Affect Disord 118:173–179
Xie F, Zhou L, Hu Q, Zeng L, Wei Y, Tang X, Gao Y, Hu Y, Xu L, Chen T, Liu H, Wang J, Lu Z, Chen Y, Zhang T (2023) Cardiovascular variations in patients with major depressive disorder versus bipolar disorder. J Affect Disord 341:219–227
Zhang T, Zhou L, Wei Y, Tang X, Gao Y, Hu Y, Xu L, Chen T, Liu H, Li C, Lu Z, Wang J (2023) Heart rate variability in patients with psychiatric disorders from adolescence to adulthood. Gen Hosp Psychiatry 84:179–187
Zhang TH, Tang XC, Xu LH, Wei YY, Hu YG, Cui HR, Tang YY, Chen T, Li CB, Zhou LL, Wang JJ (2022) Imbalance model of heart rate variability and pulse wave velocity in psychotic and nonpsychotic disorders. Schizophr Bull 48:154–165
Funding
This study was supported by National Key R&D Program of the Ministry of Science and Technology of China (2023YFC2506800), National Natural Science Foundation of China (82171544, 82371505, 82171497, 82151314, 82101623), and Clinical Research Plan of SHDC (SHDC2022CRD026, SHDC2020CR4066).
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Conflict of interest
There are no conflicts of interest to report.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Wang, W., Zhou, L., Hu, Q. et al. Correlative relationship between body mass index and heart rate variability in psychiatric disorders. Eur Arch Psychiatry Clin Neurosci (2024). https://doi.org/10.1007/s00406-024-01768-1
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00406-024-01768-1