1
|
Sharifi-Heris Z, Yang Z, Rahmani AM, Fortier MA, Sharifiheris H, Bender M. Phenotyping the autonomic nervous system in pregnancy using remote sensors: potential for complication prediction. Front Physiol 2023; 14:1293946. [PMID: 38074317 PMCID: PMC10702512 DOI: 10.3389/fphys.2023.1293946] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2023] [Accepted: 10/23/2023] [Indexed: 10/16/2024] Open
Abstract
Objectives: The autonomic nervous system (ANS) plays a central role in dynamic adaptation during pregnancy in accordance with the pregnancy demands which otherwise can lead to various pregnancy complications. Despite the importance of understanding the ANS function during pregnancy, the literature lacks sufficiency in the ANS assessment. In this study, we aimed to identify the heart rate variability (HRV) function during the second and third trimesters of pregnancy and 1 week after childbirth and its relevant predictors in healthy pregnant Latina individuals in Orange County, CA. Materials and methods: N = 16 participants were enrolled into the study from which N = 14 (N = 13 healthy and n = 1 complicated) participants proceeded to the analysis phase. For the analysis, we conducted supervised machine learning modeling including the hierarchical linear model to understand the association between time and HRV and random forest regression to investigate the factors that may affect HRV during pregnancy. A t-test was used for exploratory analysis to compare the complicated case with healthy pregnancies. Results: The results of hierarchical linear model analysis showed a significant positive relationship between time (day) and average HRV (estimated effect = 0.06; p < 0.0001), regardless of being healthy or complicated, indicating that HRV increases during pregnancy significantly. Random forest regression results identified some lifestyle and sociodemographic factors such as activity, sleep, diet, and mental stress as important predictors for HRV changes in addition to time. The findings of the t-test indicated that the average weekly HRV of healthy and non-healthy subjects differed significantly (p < 0.05) during the 17 weeks of the study. Conclusion: It is imperative to focus our attention on potential autonomic changes, particularly the possibility of increased parasympathetic activity as pregnancy advances. This observation may challenge the existing literature that often suggests a decline in parasympathetic activity toward the end of pregnancy. Moreover, our findings indicated the complexity of HRV prediction, involving various factors beyond the mere passage of time. To gain a more comprehensive understanding of this dynamic state, future investigations should delve into the intricate relationship between autonomic activity, considering diverse parasympathetic and sympathetic metrics, and the progression of pregnancy.
Collapse
Affiliation(s)
- Zahra Sharifi-Heris
- Sue and Bill Gross School of Nursing, University of California, Irvine, Irvine, CA, United States
| | - Zhongqi Yang
- Department of Computer Science, University of California, Irvine, Irvine, CA, United States
| | - Amir M. Rahmani
- Sue and Bill Gross School of Nursing, University of California, Irvine, Irvine, CA, United States
- Department of Computer Science, University of California, Irvine, Irvine, CA, United States
| | - Michelle A. Fortier
- Sue and Bill Gross School of Nursing, University of California, Irvine, Irvine, CA, United States
- Center on Stress and Health, University of California, Irvine, Irvine, CA, United States
| | | | - Miriam Bender
- Sue and Bill Gross School of Nursing, University of California, Irvine, Irvine, CA, United States
| |
Collapse
|
2
|
Brinkman HR, Hoyt DL, Fedorenko EJ, Mendes WB, Leyro TM. Cardiac Vagal Control Among Community Cigarette Smokers with Low to Moderate Depressive Symptoms. Appl Psychophysiol Biofeedback 2023; 48:159-169. [PMID: 36732418 DOI: 10.1007/s10484-023-09580-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/22/2023] [Indexed: 02/04/2023]
Abstract
Impairments in cardiac vagal control (CVC) have been independently linked to smoking status and depression and are implicated in self-regulatory processes that may exacerbate depressive symptoms and maintain smoking behavior. Yet, few studies have examined how depressive symptoms, even at low levels, influence CVC reactivity among individuals who smoke. Investigating these relationships may provide novel insights into how depressive symptoms exacerbate existing regulatory vulnerabilities among smokers. This study investigated how depression symptoms affect CVC reactivity as a function of changing situational demands among a community sample of 60 daily adult cigarette smokers. Participants completed a mildly demanding cognitive task while physiological data was recorded. Growth curve modeling was used to examine the main and interactive effects of self-reported depressive symptoms on CVC reactivity over the course of the task. We hypothesized that greater depressive symptoms would be associated with less CVC reactivity, characterized by smaller initial reductions in CVC values and a flatter slope over time. Participants were daily smokers with mild to moderate levels of depression. Final model results, where time was specified as linear and the slope was fixed, showed no significant main or interactive effects of time and depression symptoms on CVC reactivity. Findings suggest that at low to moderate levels, depressive symptom severity is not related to patterns of CVC reactivity among adults who smoke. This is the first study to examine this relationship in this population. Future investigations that examine patterns of CVC reactivity among smokers and non-smokers with more severe depression are needed.
Collapse
Affiliation(s)
- Hannah R Brinkman
- Department of Psychology, Rutgers, the State University of New Jersey, 53 Avenue E, Piscataway, NJ, 08854, USA.
| | - Danielle L Hoyt
- Department of Psychology, Rutgers, the State University of New Jersey, 53 Avenue E, Piscataway, NJ, 08854, USA
| | - Erick J Fedorenko
- Department of Psychology, Rutgers, the State University of New Jersey, 53 Avenue E, Piscataway, NJ, 08854, USA
| | - Wendy Berry Mendes
- Department of Psychiatry, University of California, San Francisco, CA, USA
| | - Teresa M Leyro
- Department of Psychology, Rutgers, the State University of New Jersey, 53 Avenue E, Piscataway, NJ, 08854, USA
| |
Collapse
|
3
|
Neyer S, Witthöft M, Cropley M, Pawelzik M, Lugo RG, Sütterlin S. Reduction of depressive symptoms during inpatient treatment is not associated with changes in heart rate variability. PLoS One 2021; 16:e0248686. [PMID: 33755668 PMCID: PMC7987172 DOI: 10.1371/journal.pone.0248686] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 03/03/2021] [Indexed: 11/19/2022] Open
Abstract
Vagally mediated heart rate variability (HRV) is a psychophysiological indicator of mental and physical health. Limited research suggests there is reduced vagal activity and resulting lower HRV in patients with Major Depressive Disorder (MDD); however little is actually known about the association between HRV and symptoms of depression and whether the association mirrors symptom improvement following psychotherapy. The aim of this study was to investigate the association between antidepressant therapy, symptom change and HRV in 50 inpatients (68% females; 17–68 years) with a diagnosis of MDD. Severity of depressive symptoms was assessed by self-report (Beck Depression Inventory II) and the Hamilton Rating Scale of Depression. Measures of vagally mediated HRV (root mean square of successive differences and high-frequency) were assessed at multiple measurement points before and after inpatient psychotherapeutic and psychiatric treatment. Results showed an expected negative correlation between HRV and depressive symptoms at intake. Depressive symptoms improved (d = 0.84) without corresponding change in HRV, demonstrating a de-coupling between this psychophysiological indicator and symptom severity. To our knowledge, this study is the first to examine an association between HRV and depressive symptoms before and after psychotherapy. The observed de-coupling of depression and HRV, and its methodological implications for future research are discussed.
Collapse
Affiliation(s)
| | - Michael Witthöft
- Department for Clinical Psychology, Psychotherapy and Experimental Psychopathology, University of Mainz, Mainz, Germany
| | - Mark Cropley
- School of Psychology, University of Surrey, Guildford, United Kingdom
| | | | - Ricardo Gregorio Lugo
- Department for Information Security and Communication Technology, Norwegian University of Science and Technology, Gjøvik, Norway
- Faculty for Health and Welfare Sciences, Østfold University College, Halden, Norway
| | - Stefan Sütterlin
- Faculty for Health and Welfare Sciences, Østfold University College, Halden, Norway
- Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway
| |
Collapse
|
4
|
From psychological moments to mortality: A multidisciplinary synthesis on heart rate variability spanning the continuum of time. Neurosci Biobehav Rev 2017; 83:547-567. [PMID: 28888535 DOI: 10.1016/j.neubiorev.2017.09.006] [Citation(s) in RCA: 70] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2016] [Accepted: 09/04/2017] [Indexed: 02/05/2023]
Abstract
Heart rate variability (HRV) indexes functioning of the vagus nerve, arguably the most important nerve in the human body. The Neurovisceral Integration Model has provided a structural framework for understanding brain-body integration, highlighting the role of the vagus in adaptation to the environment. In the present paper, we emphasise a temporal framework in which HRV may be considered a missing, structural link between psychological moments and mortality, a proposal we label as Neurovisceral Integration Across a Continuum of Time (or NIACT). This new framework places neurovisceral integration on a dimension of time, highlighting implications for lifespan development and healthy aging, and helping to bridge the gap between clearly demarcated disciplines such as psychology and epidemiology. The NIACT provides a novel framework, which conceptualizes how everyday psychological moments both affect and are affected by the vagus in ways that have long-term effects on mortality risk. We further emphasize that a longitudinal approach to understanding change in vagal function over time may yield novel scientific insights and important public health outcomes.
Collapse
|
5
|
Seeley SH, Mennin DS, Aldao A, McLaughlin KA, Rottenberg J, Fresco DM. Impact of Comorbid Depressive Disorders on Subjective and Physiological Responses to Emotion in Generalized Anxiety Disorder. COGNITIVE THERAPY AND RESEARCH 2015; 40:290-303. [PMID: 27660375 DOI: 10.1007/s10608-015-9744-y] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Generalized anxiety disorder (GAD) and unipolar depressive disorders (UDD) have been shown to differ from each other in dimensions of affective functioning despite their high rates of comorbidity. We showed emotional film clips to a community sample (n = 170) with GAD, GAD with secondary UDD, or no diagnosis. Groups had comparable subjective responses to the clips, but the GAD group had significantly lower heart rate variability (HRV) during fear and after sadness, compared to controls. While HRV in the GAD and control groups rose in response to the sadness and happiness clips, it returned to baseline levels afterwards in the GAD group, potentially indicating lesser ability to sustain attention on emotional stimuli. HRV in the GAD + UDD group changed only in response to sadness, but was otherwise unvarying between timepoints. Though preliminary, these findings suggest comorbid UDD as a potential moderator of emotional responding in GAD.
Collapse
Affiliation(s)
- Saren H Seeley
- The University of Arizona, 1503 East University Boulevard, Tucson, AZ 85721, USA
| | - Douglas S Mennin
- Department of Psychology, Hunter College, City University of New York, 695 Park Avenue, HN742, New York, NY 10065, USA; The Graduate Center, City University of New York, 365 5th Avenue, New York, NY 10016, USA
| | - Amelia Aldao
- Ohio State University, 1835 Neil Avenue, Columbus, OH 43210, USA
| | - Katie A McLaughlin
- University of Washington, 3939 University Way NE, Seattle, WA 98105, USA
| | | | - David M Fresco
- Kent State University, 226 Kent Hall Annex, Kent, OH 44242, USA
| |
Collapse
|
6
|
The correlation between the treatment efficacy and the sympathetic activity in men with lower urinary tract symptoms. Int Neurourol J 2014; 18:145-9. [PMID: 25279242 PMCID: PMC4180165 DOI: 10.5213/inj.2014.18.3.145] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2014] [Accepted: 09/15/2014] [Indexed: 11/08/2022] Open
Abstract
Purpose In this study, we examined the difference in the treatment efficacy depending on the sympathetic activity in men with lower urinary tract symptoms (LUTS). Methods In the current single-center, retrospective study, we evaluated a total of 66 male patients aged 40-70 years of age, presenting with LUTS, whose International Prostate Symptom Score (IPSS) exceeded 8 points. They had a past 3-month history of taking alfuzosin XL, and their heart rate variability (HRV) was measured before and after the treatment. In addition, we also recruited 39 healthy volunteers who visited a health promotion center for a regular medical check-up. They were aged between 40 and 70 years and had an IPSS of <8 points. We divided the patients with LUTS into two groups: the groups A and B, based on a low frequency/high frequency (LF/HF) ratio of 1.7, which was the mean value of the LF/HF ratio in the healthy volunteers. After a 3-month treatment with alfuzosin XL, we compared treatment outcomes, based on the IPSS and peak urine flow rate, between the two groups. Results A 3-month treatment with alfuzosin XL, comprising the measurement of the HRV, was performed for the 23 patients of the group A (23/38) and 17 of the group B (17/28). After a 3-month treatment with alfuzosin XL, total IPSS and IPSS questionnaire 2 and 5 were significantly lower in the group A as compared with the group B. But this was not seen in the group B. Furthermore, there were no significant differences in other parameters, such as maximal flow rate and IPSS storage subscore, between the two groups. Conclusions Our results indicate that the treatment efficacy was lower in patients with sympathetic hyperactivity as compared with those with sympathetic hypoactivity. Thus, our results will provide a basis for further studies to clarify causes of LUTS in a clinical setting.
Collapse
|
7
|
Pietro C, Silvia S, Giuseppe R. The pursuit of happiness measurement: a psychometric model based on psychophysiological correlates. ScientificWorldJournal 2014; 2014:139128. [PMID: 24955383 PMCID: PMC4032680 DOI: 10.1155/2014/139128] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2013] [Accepted: 10/17/2013] [Indexed: 11/30/2022] Open
Abstract
Everyone is interested in the pursuit of happiness, but the real problem for the researchers is how to measure it. Our aim was to deeply investigate happiness measurement through biomedical signals, using psychophysiological methods to objectify the happiness experiences measurements. The classic valence-arousal model of affective states to study happiness has been extensively used in psychophysiology. However, really few studies considered a real combination of these two dimensions and no study further investigated multidimensional models. More, most studies focused mainly on self-report to measure happiness and a deeper psychophysiological investigation on the dimensions of such an experience is still missing. A multidimensional model of happiness is presented and both the dimensions and the measures extracted within each dimension are comprehensively explained. This multidimensional model aims at being a milestone for future systematic study on psychophysiology of happiness and affective states.
Collapse
Affiliation(s)
- Cipresso Pietro
- Applied Technology for Neuro-Psychology Laboratory (IRCCS Istituto Auxologico Italiano), Via Pellizza da Volpedo 41, 20149 Milan, Italy
| | - Serino Silvia
- Applied Technology for Neuro-Psychology Laboratory (IRCCS Istituto Auxologico Italiano), Via Pellizza da Volpedo 41, 20149 Milan, Italy
| | - Riva Giuseppe
- Applied Technology for Neuro-Psychology Laboratory (IRCCS Istituto Auxologico Italiano), Via Pellizza da Volpedo 41, 20149 Milan, Italy
- Department of Psychology, Catholic University of Milan, Largo Gemelli 1, 20123 Milan, Italy
| |
Collapse
|
8
|
Harte CB. Concurrent relations among cigarette smoking status, resting heart rate variability, and erectile response. J Sex Med 2014; 11:1230-9. [PMID: 24576257 DOI: 10.1111/jsm.12486] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Heart rate variability (HRV) is a marker of sympathovagal balance; it has been implicated in erectile function and is also altered by tobacco use. Furthermore, smoking and erectile health are strongly related, given that smokers are at increased risk for erectile dysfunction. Few studies have explored the interrelationships between smoking, HRV, and erectile function concurrently. AIM The aim of this study was to examine potential mechanisms underlying tobacco's effects on penile hemodynamics by exploring the mediating role of HRV. METHODS The sample comprised 119 men (smokers = 64; nonsmokers = 55) (mean age 28.90 years; standard deviation (SD) 11.68; range 18-58) selected from the control conditions of three previously published experiments. Participants were free from a history of cardiovascular disease, myocardial infarct, and/or cardiac/cardiovascular medication use. During a laboratory visit, self-report, anthropometric, cardiovascular, and electrocardiographic data were assessed, as well as sexual arousal responses elicited from viewing an erotic film. MAIN OUTCOME MEASURES Objective sexual arousal indices (circumferential change via penile plethysmography), self-reported erectile function (per the erectile function domain score of the International Index of Erectile Function [IIEF-EF]), and time- (SD of beat-to-beat intervals) and frequency-domain parameters of HRV (ratio of low-frequency [LF] power to high-frequency [HF] power [LF/HF ratio]) were assessed. RESULTS Being a current long-term cigarette smoker was associated with dysregulated sympathovagal balance (higher LF/HF ratios, indicative of sympathetic nervous system dominance), which in turn showed inverse relations with magnitude of erectile tumescence. HRV did not mediate relations between tobacco use and either IIEF-EF scores or resting penile circumference. CONCLUSIONS Findings suggest that dysfunctional cardiac autonomic tone may be an underlying mechanism by which tobacco exerts its deleterious effects on erectile health. Further research is necessary to determine whether this relationship is mechanistic in nature, or whether it is better explained by other health factors.
Collapse
Affiliation(s)
- Christopher B Harte
- Research Service, VA Boston Healthcare System, Department of Psychiatry, Boston University School of Medicine, Boston, MA, USA
| |
Collapse
|
9
|
The difference of lower urinary tract symptoms between sympathetic hyperactive and hypoactive men. Int Neurourol J 2013; 17:30-3. [PMID: 23610709 PMCID: PMC3627996 DOI: 10.5213/inj.2013.17.1.30] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2013] [Accepted: 03/30/2013] [Indexed: 11/12/2022] Open
Abstract
Purpose Heart rate variability (HRV) is a tool used to measure autonomic nervous function; however, there is no evidence that it can be used to define sympathetic hyperactivity in men with lower urinary tract symptoms (LUTS). We suspected that LUTS would differ between sympathetic hyperactive and hypoactive patients. Therefore, we measured HRV and divided the LUTS patients into two groups, a sympathetic hyperactive group and a sympathetic hypoactive group according to the low frequency/high frequency (LF/HF) ratio and made clinical comparisons between the groups. Methods A total of 43 patients with symptomatic LUTS (International Prostate Symptom Score [IPSS] over 8) and 49 healthy volunteers were enrolled. No subjects had diseases that could affect the autonomic nervous system, such as diabetes or hypertension. Electrocardiographic signals were obtained from subjects in the resting state and HRV indexes were calculated with spectral analyses. We divided the LUTS patients into two groups by an LF/HF ratio of 1.9, which was the median value in the healthy volunteers, and compared the differences in clinical characteristics, IPSS, prostate-specific antigen (PSA), and transrectal ultrasound (TRUS) results. The parameters were compared by independent sample t-test by use of SPSS ver. 19. Results There were no significant differences in age, serum PSA, or volume of the prostate between the 2 LUTS groups. However, analyzing IPSS questionnaires between two groups showed that there were significant differences in mean of Q2 score (frequency) and storage symptom score ([Q2+Q4+Q7]/3) (P<0.05). Conclusions We suggest that an imbalance of autonomic nervous system activity may be a factor that evokes varieties of symptoms in men with LUTS. LUTS patients with hypoactive sympathetic tone may suffer from frequency and storage symptoms.
Collapse
|