Longitudinal monitoring of heartbeat dynamics predicts mood changes in bipolar patients: A pilot study

Journal of Affective Disorders - Tập 209 - Trang 30-38 - 2017
Claudio Gentili1, Gaetano Valenza2, Mimma Nardelli2, Antonio Lanatà2, Gilles Bertschy3, Luisa Weiner3, Mauro Mauri4, Enzo Pasquale Scilingo2, Pietro Pietrini5
1Department of General Psychology, University of Padua, Via Venezia 8, 35139 Padua, Italy
2Department of Information Engineering & Research Centre "E. Piaggio", School of Engineering, University of Pisa, Italy
3INSERM U1114, Fédération de Médecine Translationnelle de Strasbourg, Université de Strasbourg, Pôle de Psychiatrie et Santé Mentale des Hôpitaux Universitaires de Strasbourg, France
4Section of Psychiatry, Department of Clinical and Experimental Medicine, University of Pisa, Italy
5IMT School for Advanced Studies, Piazza San Ponziano, 6 - 55100 Lucca, Italy

Tài liệu tham khảo

Adlan, 2014, Autonomic function and rheumatoid arthritis-A systematic review, Semin. Arthritis Rheum., 44, 283, 10.1016/j.semarthrit.2014.06.003 Ahmed, 1994, Effect of physiologic and pharmacologic adrenergic stimulation on heart rate variability, J. Am. Coll. Cardiol., 24, 1082, 10.1016/0735-1097(94)90874-5 Akar, 2014, Analysis of heart rate variability during auditory stimulation periods in patients with schizophrenia, J. Clin. Monit. Comput. Alamili, 2015, Day-night variation in heart rate variability changes induced by endotoxaemia in healthy volunteers, Acta Anaesthesiol. Scand., 59, 457, 10.1111/aas.12472 Alvares, 2016, Autonomic nervous system dysfunction in psychiatric disorders and the impact of psychotropic medications: a systematic review and meta-analysis, J. Psychiatry Neurosci., 41, 89, 10.1503/jpn.140217 Antonijevic, 2008, HPA axis and sleep: identifying subtypes of major depression, Stress, 11, 15, 10.1080/10253890701378967 APA, 2000 Arnone, 2012, Magnetic resonance imaging studies in unipolar depression: systematic review and meta-regression analyses, Eur. Neuropsychopharmacol., 22, 1, 10.1016/j.euroneuro.2011.05.003 Aubert, 2009, Complexity of cardiovascular regulation in small animals, Philos Trans. A Math. Phys. Eng. Sci., 367, 1239, 10.1098/rsta.2008.0276 Berry, 2013, A patient-level meta-analysis of studies evaluating vagus nerve stimulation therapy for treatment-resistant depression, Med. Devices (Auckl.), 6, 17 Brunoni, 2013, Heart rate variability is a trait marker of major depressive disorder: evidence from the sertraline vs. electric current therapy to treat depression clinical study, Int. J. Neuropsychopharmacol., 16, 1937, 10.1017/S1461145713000497 Chang, 2013, Association between heart rate variability and fluctuations in resting-state functional connectivity, Neuroimage, 68, 93, 10.1016/j.neuroimage.2012.11.038 Chang, 2014, Heart rate variability in unmedicated patients with bipolar disorder in the manic phase, Psychiatry Clin. Neurosci., 68, 674, 10.1111/pcn.12178 Clamor, 2014, Altered autonomic arousal in psychosis: an analysis of vulnerability and specificity, Schizophr. Res., 154, 73, 10.1016/j.schres.2014.02.006 Cohen, 2003, Impaired heart rate variability in euthymic bipolar patients, Bipolar Disord., 5, 138, 10.1034/j.1399-5618.2003.00027.x Cristea, 2014, Autonomic effects of cognitive reappraisal and acceptance in social anxiety: evidence for common and distinct pathways for parasympathetic reactivity, J. Anxiety Disord., 28, 795, 10.1016/j.janxdis.2014.09.009 Crosswell, 2014, Low heart rate variability and cancer-related fatigue in breast cancer survivors, Psychoneuroendocrinology, 45, 58, 10.1016/j.psyneuen.2014.03.011 Daban, 2008, Safety and efficacy of Vagus nerve stimulation in treatment-resistant depression. A systematic review, J. Affect. Disord., 110, 1, 10.1016/j.jad.2008.02.012 Feng, 2014, Altered heart rate variability depends on the characteristics of coronary lesions in stable angina pectoris, Anadolu Kardiyol. Derg. Goldstein, 2011, Low‐frequency power of heart rate variability is not a measure of cardiac sympathetic tone but may be a measure of modulation of cardiac autonomic outflows by baroreflexes, Exp. Physiol., 96, 1255, 10.1113/expphysiol.2010.056259 Gonçalves, 2014, Correlation between cardiac autonomic modulation in response to orthostatic stress and indicators of quality of life, physical capacity, and physical activity in healthy individuals, J. Strength Cond. Res. Harris, 2014, Heart rate variability measured early in patients with evolving acute coronary syndrome and 1-year outcomes of rehospitalization and mortality, Vasc. Health Risk Manag., 10, 451, 10.2147/VHRM.S57524 Heathers, 2012, Sympathovagal balance from heart rate variability: an obituary, Exp. Physiol., 97, 556, 10.1113/expphysiol.2011.063867 Henry, 2010, Heart rate variability in bipolar mania and schizophrenia, J. Psychiatr. Res., 44, 168, 10.1016/j.jpsychires.2009.07.011 Holman, 2008, Heart rate variability predicts anti-tumor necrosis factor therapy response for inflammatory arthritis, Auton. Neurosci., 143, 58, 10.1016/j.autneu.2008.05.005 Javelot, 2014, Telemonitoring with respect to mood disorders and information and communication technologies: overview and presentation of the PSYCHE project, BioMed Res. Int., 2014, 104658, 10.1155/2014/104658 Jiang, 2008, Impacts of depression and emotional distress on cardiac disease, Clevel. Clin. J. Med., 75, S20, 10.3949/ccjm.75.Suppl_2.S20 Jiang, 2015, Attenuated or absent HRV response to postural change in subjects with primary insomnia, Physiol. Behav., 140C, 127, 10.1016/j.physbeh.2014.12.018 Jones, 2014, Assessing surgeon stress when operating using Heart rate variability and the state trait anxiety Inventory: will surgery be the death of us?, Colorectal Dis. Karavidas, 2007, Preliminary results of an open label study of heart rate variability biofeedback for the treatment of major depression, Appl. Psychophysiol. Biofeedback, 32, 19, 10.1007/s10484-006-9029-z Kemp, 2013, The relationship between mental and physical health: insights from the study of heart rate variability, Int. J. Psychophysiol., 89, 288, 10.1016/j.ijpsycho.2013.06.018 Kemp, 2010, Impact of depression and antidepressant treatment on heart rate variability: a review and meta-analysis, Biol. Psychiatry, 67, 1067, 10.1016/j.biopsych.2009.12.012 Kemp, 2014, Major depressive disorder with melancholia displays robust alterations in resting state heart rate and its variability: implications for future morbidity and mortality, Front. Psychol., 5, 1387, 10.3389/fpsyg.2014.01387 Kenney, 2014, Autonomic nervous system and immune system interactions, Compr. Physiol., 4, 1177, 10.1002/cphy.c130051 Khaykin, 1998, Autonomic correlates of antidepressant treatment using heart-rate variability analysis, Can. J. Psychiatry, 43, 183, 10.1177/070674379804300209 Koukopoulos, 2013, Course sequences in bipolar disorder: depressions preceding or following manias or hypomanias, J. Affect Disord., 151, 105, 10.1016/j.jad.2013.05.059 Lanata, 2015, Complexity index from a personalized wearable monitoring system for assessing remission in mental health, IEEE J. Biomed. Health Inf., 19, 132, 10.1109/JBHI.2014.2360711 Latalova, 2010, Autonomic nervous system in euthymic patients with bipolar affective disorder, Neuro Endocrinol. Lett., 31, 829 Lehrer, 2014, Heart rate variability biofeedback: how and why does it work, Front. Psychol., 5, 756, 10.3389/fpsyg.2014.00756 Leistedt, 2011, Decreased neuroautonomic complexity in men during an acute major depressive episode: analysis of heart rate dynamics, Transl. Psychiatry, 1, e27, 10.1038/tp.2011.23 Liang, 2015, Reactive heart rate variability in male patients with first-episode major depressive disorder, Prog. Neuropsychopharmacol. Biol. Psychiatry, 56, 52, 10.1016/j.pnpbp.2014.08.004 Lichtman, 2014, Depression as a risk factor for poor prognosis among patients with acute coronary syndrome: systematic review and recommendations: a scientific statement from the American Heart Association, Circulation, 129, 1350, 10.1161/CIR.0000000000000019 Liu, 2013, Influence of non-alcoholic fatty liver disease on autonomic changes evaluated by the time domain, frequency domain, and symbolic dynamics of heart rate variability, PLoS One, 8, e61803, 10.1371/journal.pone.0061803 Lo, 2010, Working the night shift causes increased vascular stress and delayed recovery in young women, Chrono-. Int, 27, 1454, 10.3109/07420528.2010.498067 Lotufo, 2012, A systematic review and meta-analysis of heart rate variability in epilepsy and antiepileptic drugs, Epilepsia, 53, 272, 10.1111/j.1528-1167.2011.03361.x Maes, 2014, Sleep misperception, EEG characteristics and Autonomic Nervous System activity in primary insomnia: a retrospective study on polysomnographic data, Int. J. Psychophysiol., 91, 163, 10.1016/j.ijpsycho.2013.10.012 Martin, 2012, Systematic review and meta-analysis of vagus nerve stimulation in the treatment of depression: variable results based on study designs, Eur. Psychiatry, 27, 147, 10.1016/j.eurpsy.2011.07.006 McCraty, 2015, Heart Rate Variability: New Perspectives on Physiological Mechanisms, Assessment of Self-regulatory Capacity, and Health risk, Glob. Adv. Health Med., 4, 46, 10.7453/gahmj.2014.073 McKinnon, 2009, A meta-analysis examining clinical predictors of hippocampal volume in patients with major depressive disorder, J. Psychiatry Neurosci., 34, 41 Montano, 2009, Heart rate variability explored in the frequency domain: a tool to investigate the link between heart and behavior, Neurosci. Biobehav. Rev., 33, 71, 10.1016/j.neubiorev.2008.07.006 Moon, 2013, Comparative Study of Heart Rate Variability in Patients with Schizophrenia, Bipolar Disorder, Post-traumatic Stress Disorder, or Major Depressive Disorder, Clin. Psychopharmacol. Neurosci., 11, 137, 10.9758/cpn.2013.11.3.137 Ozerdema, 2013, Brain oscillations in bipolar disorder in search of new biomarkers, Suppl. Clin. Neurophysiol., 62, 207, 10.1016/B978-0-7020-5307-8.00014-4 Parker, 2014, Regulatory focus moderates the relationship between task control and physiological and psychological markers of stress: a work simulation study, Int. J. Psychophysiol., 94, 390, 10.1016/j.ijpsycho.2014.10.009 Patron, 2012, Association between depression and heart rate variability in patients after cardiac surgery: a pilot study, J. Psychosom. Res., 73, 42, 10.1016/j.jpsychores.2012.04.013 Peterson, 2014, Depression, coronary artery disease, and physical activity: how much exercise is enough?, Clin. Ther., 36, 1518, 10.1016/j.clinthera.2014.10.003 Quintana, 2015, Reduced heart rate variability in schizophrenia and bipolar disorder compared to healthy controls, Acta Psychiatr. Scand. Radaelli, 2014, Cardiovascular variability is similarly altered in coronary patients with normal left ventricular function and in heart failure patients, J. Hypertens., 32, 2261, 10.1097/HJH.0000000000000312 Rahman, 2011, Low frequency power of heart rate variability reflects baroreflex function, not cardiac sympathetic innervation, Clin. Auton. Res., 21, 133, 10.1007/s10286-010-0098-y Rajendra Acharya, 2006, Heart rate variability: a review, Med. Biol. Eng. Comput., 44, 1031, 10.1007/s11517-006-0119-0 Reyes del Paso, 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, 10.1111/psyp.12027 Rovai, 2015, Mind injuries after cardiac surgery, J. Cardiovasc. Med. (Hagerstown, Md. ), 16, 844, 10.2459/JCM.0000000000000133 Rush, 2003, The 16-Item Quick Inventory of depressive symptomatology (QIDS), clinician rating (QIDS-C), and self-report (QIDS-SR): a psychometric evaluation in patients with chronic major depression, Biol. Psychiatry, 54, 573, 10.1016/S0006-3223(02)01866-8 Salvioli, 2015, Autonomic nervous system dysregulation in irritable bowel syndrome, Neurogastroenterol. Motil., 10.1111/nmo.12512 Sanchez-Gonzalez, 2014, Trait anxiety mimics age-related cardiovascular autonomic modulation in young adults, J. Hum. Hypertens. Sandercock, 2006, The role of heart rate variability in prognosis for different modes of death in chronic heart failure, Pacing Clin. Electro., 29, 892, 10.1111/j.1540-8159.2006.00457.x Sartori, 2011, Forensic neurosciences: from basicresearch to applications and pitfalls, Curr. Opin. Neurol., 24, 371, 10.1097/WCO.0b013e3283489754 Saul, 1991, Transfer function analysis of the circulation: unique insights into cardiovascular regulation, Am. J. Physiol., 261, H1231 Stapelberg, 2012, Mind and heart: heart rate variability in major depressive disorder and coronary heart disease - a review and recommendations, Aust. N. Z. J. Psychiatry, 46, 946, 10.1177/0004867412444624 Tan, 2009, Fractal properties of human heart period variability: physiological and methodological implications, J. Physiol., 587, 3929, 10.1113/jphysiol.2009.169219 Tanev, 2014, Classification of acute stress using linear and non-linear heart rate variability analysis derived from sternal ECG, Conf. Proc. IEEE Eng. Med Biol. Soc., 2014, 3386 Tang, 2015, Complexity of heart rate variability predicts outcome in intensive care unit admitted patients with acute stroke, J. Neurol. Neurosurg. Psychiatry, 86, 95, 10.1136/jnnp-2014-308389 Task Force of the European Society of Cardiology, 1996, Heart rate variability: standards of measurement, physiological interpretation and clinical use. task force of the European Society of Cardiology and the North American Society of pacing and Electrophysiology, Circulation, 93, 1043, 10.1161/01.CIR.93.5.1043 Teixeira, 2013, Novel biomarkers for bipolar disorder, Expert Opin. Med Diagn., 7, 147, 10.1517/17530059.2013.734807 Thayer, 2012, A meta-analysis of heart rate variability and neuroimaging studies: implications for heart rate variability as a marker of stress and health, Neurosci. Biobehav. Rev., 36, 747, 10.1016/j.neubiorev.2011.11.009 Thayer, 2009, Claude Bernard and the heart-brain connection: further elaboration of a model of neurovisceral integration, Neurosci. Biobehav. Rev., 33, 81, 10.1016/j.neubiorev.2008.08.004 Todder, 2005, Nonlinear analysis of RR interval in euthymic bipolar disorder, Auton. Neurosci., 117, 127, 10.1016/j.autneu.2004.11.006 Udupa, 2007, Modulation of cardiac autonomic functions in patients with major depression treated with repetitive transcranial magnetic stimulation, J. Affect. Disord., 104, 231, 10.1016/j.jad.2007.04.002 Valenza, 2014, Point-process nonlinear autonomic assessment of depressive states in bipolar patients, Methods Inf. Med., 53, 296, 10.3414/ME13-02-0036 Valenza, 2015, Characterization of depressive States in bipolar patients using wearable textile technology and instantaneous heart rate variability assessment, IEEE J. Biomed. Health Inf., 19, 263, 10.1109/JBHI.2014.2307584 Valenza, 2013, Mood recognition in bipolar patients through the PSYCHE platform: preliminary evaluations and perspectives, Artif. Intell. Med., 57, 49, 10.1016/j.artmed.2012.12.001 Valenza, 2016, Predicting mood changes in bipolar disorder Through heartbeat nonlinear dynamics, IEEE J. Biomed. Health Inform., 20, 1034, 10.1109/JBHI.2016.2554546 Valenza, 2014, Wearable monitoring for mood recognition in bipolar disorder based on history-dependent long-term heart rate variability analysis, IEEE J. Biomed. Health Inform., 18, 1625, 10.1109/JBHI.2013.2290382 Valenza, G., Nardelli, M., Lanata, A., Gentili, C., Bertschy, G., Scilingo, E.P., 2015b. Predicting mood changes in bipolar disorder through heartbeat nonlinear dynamics: A preliminary study, Computing in Cardiology Conference (CinC), 2015. IEEE, pp. 801–804. Wang, 2013, Altered cardiac autonomic nervous function in depression, BMC Psychiatry, 13, 187, 10.1186/1471-244X-13-187 Warren, 1997, Effect of autonomic blockade on power spectrum of heart rate variability during exercise, Am. J. Physiol., 273, R495 Wendt, 2014, MultiScale wavelet p-leader based heart rate variability analysis for survival probability assessment in CHF patients, Conf. Proc. IEEE Eng. Med Biol. Soc., 2014, 2809 Yang, 2013, Complexity of spontaneous BOLD activity in default mode network is correlated with cognitive function in normal male elderly: a multiscale entropy analysis, Neurobiol. Aging, 34, 428, 10.1016/j.neurobiolaging.2012.05.004 Yang, 2013, Is mental illness complex? From behavior to brain, Prog. Neuropsychopharmacol. Biol. Psychiatry, 45, 253, 10.1016/j.pnpbp.2012.09.015 Young, 1978, A rating scale for mania: reliability, validity and sensitivity, Br. J. Psychiatry, 133, 429, 10.1192/bjp.133.5.429 Zhang, 2015, Plasma FGF23 levels and heart rate variability in patients with stage 5 CKD, Osteoporos. Int., 26, 395, 10.1007/s00198-014-2862-7