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Pang TD, Nearing BD, Krishnamurthy KB, Olin B, Schachter SC, Verrier RL. Cardiac electrical instability in newly diagnosed/chronic epilepsy tracked by Holter and ECG patch. Neurology 2020; 93:450-458. [PMID: 31477610 DOI: 10.1212/wnl.0000000000008077] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Accepted: 06/05/2019] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE We hypothesized that cardiac electrical instability and abnormal autonomic tone result from cumulative cardiac injury sustained in recurrent seizures. We tested this hypothesis by comparing T-wave alternans (TWA) and heart rate variability (HRV), both established markers of sudden cardiac death (SCD) risk, in patients with chronic as compared to newly diagnosed epilepsy. METHODS In this prospective, observational cohort study, patients (newly diagnosed epilepsy, n = 6, age 41.8 ± 6.8 years; chronic epilepsy, n = 6, age 40.2 ± 5.6 years [p = 0.85]) were monitored either with Holter recorder alone or simultaneously with 14-day Zio XT extended continuous ECG patch monitor. TWA was assessed by Food and Drug Administration-cleared Modified Moving Average analysis; HRV was calculated by rMSSD. RESULTS TWA levels in chronic epilepsy were significantly higher than in newly diagnosed epilepsy (62 ± 5.4 vs 35 ± 1.3 μV, p < 0.002); the latter did not differ from healthy control adults. In all patients with chronic epilepsy, TWA exceeded the established ≥47-μV TWA cutpoint and rMSSD HRV was inversely related to TWA levels. Patients with chronic epilepsy exhibited elevated TWA levels equivalently on Holter and ECG patch recordings (p = 0.38) with a high correlation (r 2 = 0.99, p < 0.01) across 24 hours. CONCLUSION Based on the limited number of patients studied, it appears that chronic epilepsy, the common use of sodium channel antagonists, or other factors are associated with higher TWA levels and simultaneously with lower rMSSD HRV, which is suggestive of autonomic dysfunction or higher sympathetic tone. The ECG patch monitor used has equivalent accuracy to Holter monitoring for TWA and HRV and permits longer-term ECG sampling.
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Affiliation(s)
- Trudy D Pang
- From Beth Israel Deaconess Medical Center (T.D.P., B.D.N., K.B.K., S.C.S., R.L.V.), Harvard Medical School, Boston, MA; and LivaNova PLC (B.O.), London, UK
| | - Bruce D Nearing
- From Beth Israel Deaconess Medical Center (T.D.P., B.D.N., K.B.K., S.C.S., R.L.V.), Harvard Medical School, Boston, MA; and LivaNova PLC (B.O.), London, UK
| | - Kaarkuzhali Babu Krishnamurthy
- From Beth Israel Deaconess Medical Center (T.D.P., B.D.N., K.B.K., S.C.S., R.L.V.), Harvard Medical School, Boston, MA; and LivaNova PLC (B.O.), London, UK
| | - Bryan Olin
- From Beth Israel Deaconess Medical Center (T.D.P., B.D.N., K.B.K., S.C.S., R.L.V.), Harvard Medical School, Boston, MA; and LivaNova PLC (B.O.), London, UK
| | - Steven C Schachter
- From Beth Israel Deaconess Medical Center (T.D.P., B.D.N., K.B.K., S.C.S., R.L.V.), Harvard Medical School, Boston, MA; and LivaNova PLC (B.O.), London, UK
| | - Richard L Verrier
- From Beth Israel Deaconess Medical Center (T.D.P., B.D.N., K.B.K., S.C.S., R.L.V.), Harvard Medical School, Boston, MA; and LivaNova PLC (B.O.), London, UK.
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Trosclair K, Dhaibar HA, Gautier NM, Mishra V, Glasscock E. Neuron-specific Kv1.1 deficiency is sufficient to cause epilepsy, premature death, and cardiorespiratory dysregulation. Neurobiol Dis 2020; 137:104759. [PMID: 31978607 DOI: 10.1016/j.nbd.2020.104759] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Revised: 01/03/2020] [Accepted: 01/20/2020] [Indexed: 12/14/2022] Open
Abstract
Sudden unexpected death in epilepsy (SUDEP) is the leading cause of epilepsy-related mortality, but the precise cellular substrates involved remain elusive. Epilepsy-associated ion channel genes with co-expression in brain and heart have been proposed as SUDEP candidate genes since they provide a singular unifying link between seizures and lethal cardiac arrhythmias. Here, we generated a conditional knockout (cKO) mouse with neuron-specific deletion of Kcna1, a SUDEP-associated gene with brain-heart co-expression, to test whether seizure-evoked cardiac arrhythmias and SUDEP require the absence of Kv1.1 in both brain and heart or whether ablation in neurons is sufficient. To obtain cKO mice, we developed a floxed Kcna1 mouse which we crossed to mice with the Synapsin1-Cre transgene, which selectively deletes Kcna1 in most neurons. Molecular analyses confirmed neuron-specific Kcna1 deletion in cKO mice and corresponding loss of Kv1.1 except in cerebellum where Synapsin1-Cre is not highly expressed. Survival studies and electroencephalography, electrocardiography, and plethysmography recordings showed that cKO mice exhibit premature death, epilepsy, and cardiorespiratory dysregulation but to a lesser degree than global knockouts. Heart rate variability (HRV) was increased in cKO mice with peaks during daytime suggesting disturbed diurnal HRV patterns as a SUDEP biomarker. Residual Kv1.1 expression in cKO cerebellum suggests it may play an unexpected role in regulating ictal cardiorespiratory dysfunction and SUDEP risk. This work demonstrates the principle that channelopathies with brain-heart expression patterns can increase death risk by brain-driven mechanisms alone without a functionally compromised heart, reinforcing seizure control as a primary clinical strategy for SUDEP prevention.
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Affiliation(s)
- Krystle Trosclair
- Department of Cellular Biology and Anatomy, Louisiana State University Health Sciences Center Shreveport, LA 71103, United States of America.
| | - Hemangini A Dhaibar
- Department of Cellular Biology and Anatomy, Louisiana State University Health Sciences Center Shreveport, LA 71103, United States of America.
| | - Nicole M Gautier
- Department of Cellular Biology and Anatomy, Louisiana State University Health Sciences Center Shreveport, LA 71103, United States of America.
| | - Vikas Mishra
- Department of Cellular Biology and Anatomy, Louisiana State University Health Sciences Center Shreveport, LA 71103, United States of America.
| | - Edward Glasscock
- Department of Cellular Biology and Anatomy, Louisiana State University Health Sciences Center Shreveport, LA 71103, United States of America; Department of Biological Sciences, Southern Methodist University, Dallas, TX 75275, United States of America.
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The antidotes atropine and pralidoxime distinctively recover cardiorespiratory components impaired by acute poisoning with chlorpyrifos in rats. Toxicol Appl Pharmacol 2020; 389:114879. [PMID: 31931016 DOI: 10.1016/j.taap.2020.114879] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2019] [Revised: 10/21/2019] [Accepted: 01/09/2020] [Indexed: 11/22/2022]
Abstract
In a previous work we showed that the organophosphate pesticide (OP) chlorpyrifos (CPF) reduces the protective chemoreflex and baroreflex responses in rats. However, whether the antidotes atropine (ATR) and pralidoxime (2-PAM) are capable of restoring these reflex functions remains unexplored. Rats were poisoned with CPF (30 mg.kg-1, i.p.) and one hour after the intoxication, ATR (10 mg.kg-1, i.p.) and 2-PAM (40 mg.kg-1, i.p.) were administrated separately or in combination. Cardiorespiratory parameters were recorded in awake rats 24 h after CPF. Systolic blood pressure (SBP) and heart rate (HR) variability and spontaneous baroreflex sensitivity (sBRS) were derived from undisturbed recordings (30 min), while chemoreflex was assessed through potassium cyanide (KCN) i.v. injections (10, 20, 40, 80 μg/rat). CPF poisoning increased SBP variability and low frequency/high frequency (LF/HF) ratio of the HR variability spectrum, indicating autonomic imbalance with increased cardiac sympathetic tone. sBRS was not changed. Treatment with 2-PAM restored SBP variability, whilst both antidotes increased LF/HF ratio. CPF poisoning reduced the hypertensive, bradycardic and tachypneic chemoreflex responses. Chemoreflex-induced hypertensive response was restored by 2-PAM treatment, while ATR recovered the bradycardic response. Both antidotes restored the chemoreflex tachypneic response. Our data show distinct effects of ATR and 2-PAM on cardiorespiratory parameters affected by OP poisoning. While 2-PAM rescued the chemoreflex hypertensive response, ATR reversed chemoreflex bradycardic dysfunction. Although 2-PAM clinical use is questioned in some countries, our data indicate that summation of effects of both antidotes appears beneficial on the cardiorespiratory system and peripheral chemoreflex function.
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104
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Okanari K, Maruyama S, Suzuki H, Shibata T, Pulcine E, Donner EJ, Otsubo H. Autonomic dysregulation in children with epilepsy with postictal generalized EEG suppression following generalized convulsive seizures. Epilepsy Behav 2020; 102:106688. [PMID: 31805503 DOI: 10.1016/j.yebeh.2019.106688] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 10/17/2019] [Accepted: 11/04/2019] [Indexed: 10/25/2022]
Abstract
OBJECTIVE Postictal generalized electroencephalographic suppression (PGES) has been associated with sudden unexpected death in epilepsy (SUDEP) in adults. Decreased heart rate variability (HRV) is one clinical marker of SUDEP in adults with epilepsy. The objective of this study was to analyze the characteristics of HRV associated with generalized convulsive seizures (GCS) ± PGES in children. METHODS Nine hundred and seventy-seven consecutive children who underwent prolonged scalp video-EEG (vEEG) and 1-lead electrocardiogram (ECG) monitoring at the Hospital for Sick Children, Toronto, Ontario, Canada were reviewed retrospectively from 2009 to 2011. Thirty-five children had GCS captured during their vEEG with or without PGES and met inclusion criteria. Children were subdivided into three age groups and compared with age-matched controls: 3-6 years; 7-12 years; and 13-18 years. Interictal HRV was measured at 5 min during N2 sleep. Preictal HRV was measured at 1 h prior to GCS onset, and postictal HRV was measured at 3 min post-GCS cessation. Low frequency (LF: ms2, 0.04-0.15 Hz) and high frequency (HF: ms2, 0.15-0.4 Hz) bands of heart rate oscillations were analyzed during the interictal and preictal periods. The root mean square of successive differences (RMSSDs) was analyzed during the following time points: interictal; preictal; and postictal. RESULTS Thirty-five children had GCS: 18 children with PGES [3-6 years (n = 2); 7-12 years (n = 6); 13-18 years (n = 10)] and 17 children without PGES [3-6 years (n = 6); 7-12 years (n = 5); 13-18 years (n = 6)]. Seventeen additional age-matched controls were identified [3-6 years (n = 3); 7-12 years (n = 5); 13-18 years (n = 9)]. Seventy-four GCS were captured consisting of 36 GCS + PGES and 38 GCS - PGES. There was no difference of interictal HRV among children with GCS ± PGES and controls. The preictal LF and HF in 36 GCS + PGES were significantly higher compared with 38 GCS - PGES (p < 0.01). The postictal RMSSD in 36 GCS + PGES was significantly higher compared with 38 GCS - PGES (p < 0.01). The pre- to postictal RMSSD change was significantly lower in children with GCS + PGES than in those with GCS - PGES (p = 0.035). CONCLUSIONS In summary, the preictal HRV in GCS + PGES was significantly higher than in children with GCS - PGES. The higher remaining postictal RMSSD in children with GCS + PGES is a potential indicator of autonomic dysregulation. In certain children with epilepsy, autonomic dysregulation may contribute to poor recovery from a GCS with subsequent PGES, thereby contributing to SUDEP. Heart rate variability and autonomic regulation in children with epilepsy should be further studied prospectively in order to better understand the mechanism by which PGES may lead to SUDEP.
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Affiliation(s)
- Kazuo Okanari
- Division of Neurology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Shinsuke Maruyama
- Division of Neurology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Hiroharu Suzuki
- Division of Neurology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Takashi Shibata
- Division of Neurology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Elizabeth Pulcine
- Division of Neurology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Elizabeth J Donner
- Division of Neurology, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Hiroshi Otsubo
- Division of Neurology, The Hospital for Sick Children, Toronto, Ontario, Canada.
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105
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Candemir M, Onder H. Assessing Autonomic Nervous Function by Heart Rate Variability and Heart Rate Turbulence in Patients with Acute Ischemic Stroke. Ann Indian Acad Neurol 2020; 23:608-615. [PMID: 33623259 PMCID: PMC7887491 DOI: 10.4103/aian.aian_647_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 12/23/2019] [Accepted: 01/26/2020] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Acute ischemic stroke (AIS) induces adverse effects on the cardiovascular system by affecting the autonomic nervous system (ANS). OBJECTIVES This study aimed to determine whether the parameters of heart rate variability (HRV) and heart rate turbulence (HRT) differed in patients with AIS as compared to that in the control group. Furthermore, we aimed to determine the differences in the involvement of the ANS between right and left hemisphere (LH) strokes. METHODS A total of 148 [74 right hemispheres (RH) and 74 left hemispheres] patients with AIS and 80 control subjects were included in the study. The Holter device was used to obtain elcctrocardiogram readings for over 20 h from all patients. Results of HRV and HRT parameters [Tonset (TO) and Tslope (TS)] were acquired through an automatic analysis of the program. RESULTS All HRV parameters were found to be low in patients with AIS (P < 0.05, for all parameters). TO and TS were disrupted in 99 patients with AIS (66.8%) and in 15 control subjects (18.7%) (HRT-1 and HRT-2 groups, P = <0.001). HRV parameters were detected to be similar in patients, irrespective of the left or right infarct. TO and TS were normal in 31 patients (41.9%) with left hemisphere localization and in only 18 patients (24.3%) with right hemisphere localization. CONCLUSIONS Combined evaluation of HRV and HRT parameters may provide important information regarding the alterations in the ANS in patients with AIS. The utility of HRT in the determination of ANS alterations in patients with AIS should be investigated in larger future prospective studies.
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Affiliation(s)
- Mustafa Candemir
- Department of Cardiology and, Yozgat City Hospital, 66100, Yozgat, Turkey,Address for correspondence: Dr. Mustafa Candemir, Yozgat City Hospital, Cardiology Clinic, Yozgat, 66100, Turkey. E-mail:
| | - Halil Onder
- Department of Neurology, Yozgat City Hospital, 66100, Yozgat, Turkey
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106
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Byun JI, Shin YY, Hwang KJ, Jung Y, Shin WC. Comparison of cardiac autonomic activity between positional and nonpositional obstructive sleep apnea using heart rate variability. Sleep Med 2019; 64:101-105. [DOI: 10.1016/j.sleep.2019.06.021] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 06/19/2019] [Accepted: 06/20/2019] [Indexed: 01/07/2023]
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107
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Steenbergen L, Colzato LS, Maraver MJ. Vagal signaling and the somatic marker hypothesis: The effect of transcutaneous vagal nerve stimulation on delay discounting is modulated by positive mood. Int J Psychophysiol 2019; 148:84-92. [PMID: 31734442 DOI: 10.1016/j.ijpsycho.2019.10.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2018] [Revised: 09/21/2019] [Accepted: 10/29/2019] [Indexed: 01/10/2023]
Abstract
Controlling impulsivity and delaying gratifications are key features of effective self-control. Delay Discounting (DD) indexes the ability to delay rewards and previous research has shown that discounting is influenced by affective states such as mood. According to the Somatic Marker Hypothesis (SMH), afferent somatic signals, such as mood, are carried by the vagus and can influence decision making. In the current study, we employed transcutaneous vagus nerve stimulation (tVNS), a novel non-invasive brain stimulation technique that stimulates the auricular branch of the afferent vagus nerve (located in the outer ear), to assess its effects on decision impulsivity, while taking into account individuals' mood and resting-state HRV as a possible confounding factor. Employing a within-subjects cross-over design, 94 participants received active or sham tVNS while performing delay discounting in two separate sessions. As compared to sham, active tVNS increased discounting, but only for individuals reporting lower positive mood, regardless of the level of negative mood reported. We evidence that the effect of tVNS on reward discounting depends on the level of positive mood. This result suggests that positive mood state might be a proxy of task-relevant arousal, likely influencing the effectiveness of afferent vagal stimulation on self-control processes, as temporal discounting.
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Affiliation(s)
- Laura Steenbergen
- Leiden University, Cognitive Psychology Unit & Leiden Institute for Brain and Cognition, Leiden, the Netherlands.
| | - Lorenza S Colzato
- Leiden University, Cognitive Psychology Unit & Leiden Institute for Brain and Cognition, Leiden, the Netherlands; Department of Cognitive Psychology, Institute of Cognitive Neuroscience, Faculty of Psychology, Ruhr University Bochum, Bochum, Germany; Institute for Sports and Sport Science, University of Kassel, Kassel, Germany; Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Dresden, Germany
| | - María J Maraver
- Leiden University, Cognitive Psychology Unit & Leiden Institute for Brain and Cognition, Leiden, the Netherlands; University of Lisbon, Faculty of Psychology & Research Center for Psychological Science, Lisbon, Portugal
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108
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Relationship Between Sleep Characteristics and Sudden Unexplained Death Risk in Epilepsy. Neurologist 2019; 24:170-175. [DOI: 10.1097/nrl.0000000000000254] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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109
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Szabó CÁ, Akopian M, González DA, de la Garza MA, Carless MA. Cardiac biomarkers associated with epilepsy in a captive baboon pedigree. Epilepsia 2019; 60:e110-e114. [PMID: 31592545 PMCID: PMC7054851 DOI: 10.1111/epi.16359] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Accepted: 09/12/2019] [Indexed: 01/17/2023]
Abstract
The epileptic baboon provides a natural model of idiopathic generalized epilepsy and sudden unexpected death in epilepsy (SUDEP). This retrospective, case-controlled study aims to evaluate cardiac biomarkers of epilepsy, specifically QT-interval prolongation and heart rate variability (HRV), in pedigreed, captive baboons undergoing scalp electroencephalography (EEG). We retrospectively identified 21 epileptic (nine females, mean age = 11.4 ± 5.4 years) and 19 asymptomatic control (12 females, mean age = 10.5 ± 6.3 years) baboons, who had undergone scalp EEG studies with an artifact-free, 10-beat electrocardiogram sample. All baboons were sedated with subanesthetic doses of ketamine prior to electrode placement. PR, QT, and RR intervals were measured, and Fridericia-corrected QT duration (QTcF) and root mean square of successive differences between RR intervals (RMSSD; representative of HRV) values were compared between the groups. The epilepsy group had significantly prolonged QT and QTcF intervals (P = .005) compared to controls. RMSSD values were nonsignificantly decreased in epileptic baboons compared to the control group. This study demonstrates cardiac repolarization anomalies and reduction of HRV in epileptic baboons, providing new cardiac biomarkers in pedigreed baboons and potential risk factors for SUDEP.
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Affiliation(s)
- Charles Ákos Szabó
- Department of Neurology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
- South Texas Comprehensive Epilepsy Center, University Health System, San Antonio, Texas
| | - Margarita Akopian
- South Texas Comprehensive Epilepsy Center, University Health System, San Antonio, Texas
| | - David A González
- Department of Neurology, University of Texas Health Science Center at San Antonio, San Antonio, Texas
- South Texas Comprehensive Epilepsy Center, University Health System, San Antonio, Texas
| | - Melissa A de la Garza
- Southwest National Primate Research Center, Texas Biomed, San Antonio, Texas
- Texas Biomedical Research Institute, San Antonio, Texas
| | - Melanie A Carless
- Texas Biomedical Research Institute, San Antonio, Texas
- Department of Biology, University of Texas at San Antonio, San Antonio, Texas
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Khan AA, Lip GYH, Shantsila A. Heart rate variability in atrial fibrillation: The balance between sympathetic and parasympathetic nervous system. Eur J Clin Invest 2019; 49:e13174. [PMID: 31560809 DOI: 10.1111/eci.13174] [Citation(s) in RCA: 97] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 09/23/2019] [Accepted: 09/24/2019] [Indexed: 01/04/2023]
Abstract
BACKGROUND Atrial fibrillation (AF) is the commonest abnormal heart rhythm with significant related morbidity and mortality. Several pathophysiologic mechanisms have been advocated to explain the onset of AF. There has been increasing evidence that abnormalities of the autonomic nervous system (ANS) that includes sympathetic, parasympathetic and intrinsic neural network are involved in the pathogenesis of AF. This review will consider the anatomical and pathophysiological concepts of the cardiac neuronal network and discuss how it can be investigated. DESIGN Relevant articles for this review were selected primarily from Ovid Medline and Embase databases (see appendix). We searched for key terms "atrial fibrillation," "AF," "autonomic dysfunction," "autonomic nervous system," "heart rate variability" and "HRV" to gather relevant studies. Duplicate papers were excluded. RESULTS Heart is richly innervated by autonomic nerves. Both sympathetic and parasympathetic systems interact in developing AF along with cardiac ganglionated plexi (GP). Thus autonomic dysfunction is present in AF. There are methods including selective ablation that reduce autonomic innervation and show to reduce the incidence of spontaneous or induced atrial arrhythmias. Heart rate variability (HRV) is a useful tool to assess sympathetic and parasympathetic influences on disease states. HRV can be improved following intervention and is thus a useful application in assessing autonomic dysfunction in patients with AF. CONCLUSION ANS plays a crucial role in the development, propagation and complexity of AF. Assessment of the autonomic involvement in the propagation of AF may help in explaining why certain patients with AF do not benefit from cardioversion or ablation.
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Affiliation(s)
- Ahsan A Khan
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Gregory Y H Lip
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool, UK.,Aalborg Thrombosis Research Unit, Department of Clinical Medicine, Faculty of Health, Aalborg University, Aalborg, Denmark
| | - Alena Shantsila
- Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool, UK
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Semenova O, Carra G, Lightbody G, Boylan G, Dempsey E, Temko A. Prediction of short-term health outcomes in preterm neonates from heart-rate variability and blood pressure using boosted decision trees. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2019; 180:104996. [PMID: 31421605 DOI: 10.1016/j.cmpb.2019.104996] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2019] [Revised: 07/11/2019] [Accepted: 07/25/2019] [Indexed: 06/10/2023]
Abstract
BACKGROUND AND OBJECTIVE Efficient management of low blood pressure (BP) in preterm neonates remains challenging with considerable variability in clinical practice. There is currently no clear consensus on what constitutes a limit for low BP that is a risk to the preterm brain. It is argued that a personalised approach rather than a population based threshold is more appropriate. This work aims to assist healthcare professionals in assessing preterm wellbeing during episodes of low BP in order to decide when and whether hypotension treatment should be initiated. In particular, the study investigates the relationship between heart rate variability (HRV) and BP in preterm infants and its relevance to a short-term health outcome. METHODS The study is performed on a large clinically collected dataset of 831 h from 23 preterm infants of less than 32 weeks gestational age. The statistical predictive power of common HRV features is first assessed with respect to the outcome. A decision support system, based on boosted decision trees (XGboost), was developed to continuously estimate the probability of neonatal morbidity based on the feature vector of HRV characteristics and the mean arterial blood pressure. RESULTS It is shown that the predictive power of the extracted features improves when observed during episodes of hypotension. A single best HRV feature achieves an AUC of 0.87. Combining multiple HRV features extracted during hypotensive episodes with the classifier achieves an AUC of 0.97, using a leave-one-patient-out performance assessment. Finally it is shown that good performance can even be achieved using continuous HRV recordings, rather than only focusing on hypotensive events - this had the benefit of not requiring invasive BP monitoring. CONCLUSIONS The work presents a promising step towards the use of multimodal data in providing objective decision support for the prediction of short-term outcome in preterm infants with hypotensive episodes.
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Affiliation(s)
- Oksana Semenova
- Department of Electrical and Electronic Engineering, University College Cork, 60 College Rd, Cork, Ireland; Irish Center for Fetal and Neonatal Translational Research (INFANT), University College Cork, Cork, Ireland.
| | - Giorgia Carra
- Department of Electrical and Electronic Engineering, University College Cork, 60 College Rd, Cork, Ireland; Irish Center for Fetal and Neonatal Translational Research (INFANT), University College Cork, Cork, Ireland
| | - Gordon Lightbody
- Department of Electrical and Electronic Engineering, University College Cork, 60 College Rd, Cork, Ireland; Irish Center for Fetal and Neonatal Translational Research (INFANT), University College Cork, Cork, Ireland
| | - Geraldine Boylan
- Department of Pediatrics and Child Health, University College Cork, Cork, Ireland; Irish Center for Fetal and Neonatal Translational Research (INFANT), University College Cork, Cork, Ireland
| | - Eugene Dempsey
- Department of Pediatrics and Child Health, University College Cork, Cork, Ireland; Irish Center for Fetal and Neonatal Translational Research (INFANT), University College Cork, Cork, Ireland
| | - Andriy Temko
- Department of Electrical and Electronic Engineering, University College Cork, 60 College Rd, Cork, Ireland; Irish Center for Fetal and Neonatal Translational Research (INFANT), University College Cork, Cork, Ireland
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Elmali AD, Bebek N, Baykan B. Let's talk SUDEP. ACTA ACUST UNITED AC 2019; 56:292-301. [PMID: 31903040 DOI: 10.29399/npa.23663] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Accepted: 05/21/2019] [Indexed: 01/17/2023]
Abstract
Sudden unexplained death in epilepsy (SUDEP) is a devastating complication of epilepsy which was under-recognized in the recent past despite its clear importance. In this review, we examine the definition of SUDEP, revise current pathophysiological theories, discuss risk factors and preventative measures, disclose tools for appraising the SUDEP risk, and last but not least dwell upon announcing and explaining the SUDEP risk to the patients and their caretakers. We aim to aid the clinicians in their responsibility of knowing SUDEP, explaining the SUDEP risk to their patients in a reasonable and sensible way and whenever possible, preventing SUDEP. Future studies are definitely needed to increase scientific knowledge and awareness related to this prioritized topic with malign consequences.
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Affiliation(s)
- Ayşe Deniz Elmali
- İstanbul University, İstanbul Faculty of Medicine, Department of Neurology, İstanbul, Turkey
| | - Nerses Bebek
- İstanbul University, İstanbul Faculty of Medicine, Department of Neurology, İstanbul, Turkey
| | - Betül Baykan
- İstanbul University, İstanbul Faculty of Medicine, Department of Neurology, İstanbul, Turkey
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de la Garza MA, Poldiak D, Shade R, Salinas FS, Papanastassiou AM, Szabó CÁ. Cardiac changes in epileptic baboons with high-frequency microburst VNS therapy: A pilot study. Epilepsy Res 2019; 155:106156. [PMID: 31284120 PMCID: PMC6684821 DOI: 10.1016/j.eplepsyres.2019.106156] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 05/21/2019] [Accepted: 06/11/2019] [Indexed: 10/26/2022]
Abstract
The epileptic baboon provides a natural model of idiopathic generalized epilepsy and sudden unexpected death in epilepsy (SUDEP). We sought to evaluate autonomic differences, including heart rate (HR), heart rate variability (HRV) and corrected QT-duration (QTc) between two epileptic (EB1, EB2) and one control (CB) baboon, and the autonomic effects of high-frequency (HF) microburst Vagal Nerve Stimulation (VNS) Therapy in the epileptic baboons. At baseline, EB2's HR was increased over both EB1 and CB, and EB1's HRV was decreased compared to the others. QTc-intervals were significantly prolonged in both epileptic baboons. EB1 became free of generalized tonic-clonic seizures (GTCS) with VNS therapy, whereas EB2's GTCS were reduced by a third. HR decreased in both epileptic baboons, but while HRV improved in EB1, it decreased in EB2. EB2 succumbed to SUDEP after 9 months. This pilot study demonstrates abnormalities in HR, HRV and QTc-intervals in epileptic baboons. HF VNS Therapy demonstrated different effects on HRV in the two epileptic baboons, which, in addition to persistent GTCS and elevated HR, may have contributed to SUDEP risk in EB2. Future studies are needed to establish normative values for HRV and determine variability of HR, HRV and QTc-intervals in epileptic baboons.
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Affiliation(s)
- Melissa A de la Garza
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, United States.
| | - David Poldiak
- emka TECHNOLOGIES, Inc., Falls Church, VA, United States
| | - Robert Shade
- Southwest National Primate Research Center, Texas Biomedical Research Institute, San Antonio, TX, United States
| | - Felipe S Salinas
- Research Imaging Institute, UT Health San Antonio, San Antonio, TX, United States; South Texas Veterans Health Care System, San Antonio, TX, United States
| | | | - C Ákos Szabó
- Departments of Neurology and South Texas Comprehensive Epilepsy Center, UT Health San Antonio, San Antonio, TX, United States
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114
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Insular resection may lead to autonomic function changes. Epilepsy Behav 2019; 97:260-264. [PMID: 31254846 PMCID: PMC6916254 DOI: 10.1016/j.yebeh.2019.04.035] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2019] [Revised: 04/16/2019] [Accepted: 04/19/2019] [Indexed: 11/21/2022]
Abstract
OBJECTIVE The aim of this study was to determine if insular damage is associated with markers of autonomic dysfunction. METHODS We studied patients who underwent temporal lobe and/or insular resections for epilepsy surgery between April 2010 and June 2015 at University Hospitals Cleveland Medical Center (UHCMC). Presurgical T1-weighted MPRAGE, standard T1, T2 and FLAIR sequences were compared with postsurgical MRI by a neuroradiologist and classified as type 0 (no involvement of insula), type 1 (minimal involvement of insular margin), type 2 (insular involvement <25%), and type 3 (insular involvement ≥25%). Analysis of heart rate variability (HRV) was carried out in pre- and postoperative video-electroencephalography (vEEG) recording. Time-domain parameters were calculated: (mean of the RR intervals (MNN), root mean square difference of successive RR intervals (RMSSD), standard deviation of the RR intervals (SDNN), and coefficient of variation (CV)). In addition, frequency-domain parameters were calculated: low frequency (LF), high frequency (HF), and low frequency/high frequency (LF/HF). RESULTS Twenty-one patients (14 females) with mean age of 36.2 ± 14.4 years (30; 22-75) were studied. Insular involvement was classified as type 0 (4 patients [19%]), type 1 (9 [43%]), type 2 (7 [33%]), and type 3 (1 [5%]). Significant decrease in RMSSD (p = 0.025) and CV (p = 0.008) was seen in insular damage types 2 and 3 compared with no or minimal insular involvement (types 0 and 1). Right-sided resections were associated with increase in LF power (p = 0.010) and the LF/HF ratio (p = 0.017). CONCLUSIONS This study indicates that insular resection may lead to autonomic function changes.
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115
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Li MCH, O'Brien TJ, Todaro M, Powell KL. Acquired cardiac channelopathies in epilepsy: Evidence, mechanisms, and clinical significance. Epilepsia 2019; 60:1753-1767. [PMID: 31353444 DOI: 10.1111/epi.16301] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2019] [Revised: 07/07/2019] [Accepted: 07/07/2019] [Indexed: 12/13/2022]
Abstract
There is growing evidence that cardiac dysfunction in patients with chronic epilepsy could play a pathogenic role in sudden unexpected death in epilepsy (SUDEP). Recent animal studies have revealed that epilepsy secondarily alters the expression of cardiac ion channels alongside abnormal cardiac electrophysiology and remodeling. These molecular findings represent novel evidence for an acquired cardiac channelopathy in epilepsy, distinct from inherited ion channels mutations associated with cardiocerebral phenotypes. Specifically, seizure activity has been shown to alter the messenger RNA (mRNA) and protein expression of voltage-gated sodium channels (Nav 1.1, Nav 1.5), voltage-gated potassium channels (Kv 4.2, Kv 4.3), sodium-calcium exchangers (NCX1), and nonspecific cation-conducting channels (HCN2, HCN4). The pathophysiology may involve autonomic dysfunction and structural cardiac disease, as both are independently associated with epilepsy and ion channel dysregulation. Indeed, in vivo and in vitro studies of cardiac pathology reveal a complex network of signaling pathways and transcription factors regulating ion channel expression in the setting of sympathetic overactivity, cardiac failure, and hypertrophy. Other mechanisms such as circulating inflammatory mediators or exogenous effects of antiepileptic medications lack evidence. Moreover, an acquired cardiac channelopathy may underlie the electrophysiologic cardiac abnormalities seen in chronic epilepsy, potentially contributing to the increased risk of malignant arrhythmias and sudden death. Therefore, further investigation is necessary to establish whether cardiac ion channel dysregulation similarly occurs in patients with epilepsy, and to characterize any pathogenic relationship with SUDEP.
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Affiliation(s)
- Michael C H Li
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia
| | - Terence J O'Brien
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia
| | - Marian Todaro
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Department of Medicine, Royal Melbourne Hospital, University of Melbourne, Parkville, Victoria, Australia.,Department of Neurology, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Kim L Powell
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia
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Cabral DAR, da Costa KG, Tavares VDDO, Rêgo MLDM, Faro HKC, Fontes EB. Cardiorespiratory Fitness Predicts Greater Vagal Autonomic Activity in Drug Users Under Stress. Subst Abuse 2019; 13:1178221819862283. [PMID: 31384127 PMCID: PMC6664628 DOI: 10.1177/1178221819862283] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 06/14/2019] [Indexed: 01/26/2023]
Abstract
While drug use has been shown to impair cardiac autonomic regulation, exercise might overcome some of the damage. Herein, we describe how individuals with substance use disorder (SUD) have their heart rate variability (HRV) and drug-related behaviors negatively affected in response to a stressor. However, we show how cardiorespiratory fitness may attenuate those impairments in autonomic control. Fifteen individuals with SUD were matched with 15 non-SUD individuals by age, weight, height, and fitness level, and had their HRV responses under stress induced by the Cold Pressor Test (CPT). The SUD group had lower mean of R-R intervals before and after the CPT when compared with the non-SUD group. In addition, in individuals with SUD, higher cardiorespiratory fitness level predicted greater vagal activity before, during, and after CPT. Moreover, for individuals with SUD, days of abstinence predicted greater mean of R-R intervals during recovery from the CPT. Finally, years of drug use negatively predicted mean of R-R intervals during recovery. Thus, our results suggest that chronic drug use impairs cardiac autonomic regulation at rest and after a physical stress. However, cardiorespiratory fitness might attenuate these impairments by increasing vagal autonomic activity.
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Affiliation(s)
- Daniel Aranha Rego Cabral
- NEUROex - Research Group in Physical
Activity, Cognition and Behavior, Federal University of Rio Grande do Norte, Natal,
Brazil
| | - Kell Grandjean da Costa
- NEUROex - Research Group in Physical
Activity, Cognition and Behavior, Federal University of Rio Grande do Norte, Natal,
Brazil
| | | | - Maria Luiza de Medeiros Rêgo
- NEUROex - Research Group in Physical
Activity, Cognition and Behavior, Federal University of Rio Grande do Norte, Natal,
Brazil
| | | | - Eduardo Bodnariuc Fontes
- NEUROex - Research Group in Physical
Activity, Cognition and Behavior, Federal University of Rio Grande do Norte, Natal,
Brazil
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117
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Pernice R, Faes L, Kotiuchyi I, Stivala S, Busacca A, Popov A, Kharytonov V. Time, frequency and information domain analysis of short-term heart rate variability before and after focal and generalized seizures in epileptic children. Physiol Meas 2019; 40:074003. [PMID: 30952152 DOI: 10.1088/1361-6579/ab16a3] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
OBJECTIVE In this work we explore the potential of combining standard time and frequency domain indexes with novel information measures, to characterize pre- and post-ictal heart rate variability (HRV) in epileptic children, with the aim of differentiating focal and generalized epilepsy regarding the autonomic control mechanisms. APPROACH We analyze short-term HRV in 37 children suffering from generalized or focal epilepsy, monitored 10 s, 300 s, 600 s and 1800 s both before and after seizure episodes. Nine indexes are computed in time (mean, standard deviation of normal-to-normal intervals, root mean square of the successive differences (RMSSD)), frequency (low-to-high frequency power ratio LF/HF, normalized LF and HF power) and information (entropy, conditional entropy and self-entropy) domains. Focal and generalized epilepsy are compared through statistical analysis of the indexes and using linear discriminant analysis (LDA). MAIN RESULTS In children with focal epilepsy, early post-ictal phase is characterized by significant tachycardia, depressed HRV, increased LF power and LF/HF, and decreased complexity, progressively recovered across time windows after the episodes. Children with generalized seizures instead show significant tachycardia, lower RMSSD, higher LF power and LF/HF ratio before the seizure. These different behaviors are exploited by LDA analysis to separate focal and generalized epilepsy up to an accuracy of 75%. Results suggest a shift of the sympatho-vagal balance towards sympathetic dominance and vagal withdrawal, noticeable just after the termination of seizure episodes and then reverted in focal epilepsy, and persistent during inter-ictal and pre-ictal periods in generalized epilepsy. SIGNIFICANCE Our analysis helps in elucidating the pathophysiology of inter-ictal HRV autonomic control and the differential diagnosis of generalized and focal epilepsy. These findings may have clinical relevance since altered sympatho-vagal control can be related to a higher danger of morbidity and mortality, may reduce thresholds for life-threatening arrhythmias, and could be a biomarker of risk for sudden unexpected death in epilepsy.
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Affiliation(s)
- Riccardo Pernice
- Dipartimento di Ingegneria, Università degli Studi di Palermo, Palermo, Italy
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118
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Arce-Alvarez A, Melipillán C, Andrade DC, Toledo C, Marcus NJ, Del Rio R. Heart rate variability alterations in infants with spontaneous hypertonia. Pediatr Res 2019; 86:77-84. [PMID: 30755711 DOI: 10.1038/s41390-019-0318-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2018] [Revised: 01/23/2019] [Accepted: 01/23/2019] [Indexed: 02/01/2023]
Abstract
BACKGROUND Hypertonia is characterized by increased resting muscle tone. Previous studies have shown that adult patients with hypertonia displayed autonomic imbalance. However, cardiac sympatho-vagal control in infants with hypertonia have not been explored. The main aim was to estimate cardiac autonomic control in infants with hypertonia using heart rate variability (HRV). METHODS Thirty infants (0-2 years old) were studied. Heart rate (HR) and R-R interval time series were obtained in 15 Control and 15 Hypertonia infants. HRV was analyzed in time and frequency domains. Additionally, non-linear analysis and entropy measurements were performed. RESULTS Infants with hypertonia showed cardiac autonomic imbalance as evidenced by alterations in HRV, characterized by an increased power spectral density of low frequency (LF) over high frequency (HF) components of HRV. Indeed, a ∼7% increase in LF, and ∼30% reduction in HF, were found in infants with hypertonia vs. control infants. In addition, time domain and non-linear HRV analysis (Root-mean-square of successive normal sinus R-R interval difference, entropy, and R-R interval variability) were all significantly decreased in hypertonia vs. control subjects. CONCLUSIONS Our results showed that hypertonia infants displayed HRV disturbances, which suggest an alteration in overall autonomic cardiac modulation in infants with hypertonia compared with healthy condition.
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Affiliation(s)
- Alexis Arce-Alvarez
- Laboratory of Cardiorespiratory Control, Department of Physiology, Pontificia Universidad Católica de Chile, Santiago, Chile.,Facultad de Salud, Escuela de Kinesiología, Universidad Católica Silva Henríquez, Santiago, Chile
| | - Claudia Melipillán
- Corporación de Rehabilitación Club de Leones Cruz del Sur, Punta Arenas, Chile
| | - David C Andrade
- Laboratory of Cardiorespiratory Control, Department of Physiology, Pontificia Universidad Católica de Chile, Santiago, Chile.,Centro de Investigación en Fisiología del Ejercicio, Universidad Mayor, Santiago, Chile
| | - Camilo Toledo
- Laboratory of Cardiorespiratory Control, Department of Physiology, Pontificia Universidad Católica de Chile, Santiago, Chile.,Centro de Envejecimiento y Regeneración (CARE-UC), Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Noah J Marcus
- Department of Physiology and Pharmacology, Des Moines University, Des Moines, IA, USA
| | - Rodrigo Del Rio
- Laboratory of Cardiorespiratory Control, Department of Physiology, Pontificia Universidad Católica de Chile, Santiago, Chile. .,Centro de Envejecimiento y Regeneración (CARE-UC), Pontificia Universidad Católica de Chile, Santiago, Chile. .,Centro de Excelencia en Biomedicina de Magallanes (CEBIMA), Universidad de Magallanes, Punta Arenas, Chile.
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Riganello F, Larroque SK, Di Perri C, Prada V, Sannita WG, Laureys S. Measures of CNS-Autonomic Interaction and Responsiveness in Disorder of Consciousness. Front Neurosci 2019; 13:530. [PMID: 31293365 PMCID: PMC6598458 DOI: 10.3389/fnins.2019.00530] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2018] [Accepted: 05/08/2019] [Indexed: 12/25/2022] Open
Abstract
Neuroimaging studies have demonstrated functional interactions between autonomic (ANS) and brain (CNS) structures involved in higher brain functions, including attention and conscious processes. These interactions have been described by the Central Autonomic Network (CAN), a concept model based on the brain-heart two-way integrated interaction. Heart rate variability (HRV) measures proved reliable as non-invasive descriptors of the ANS-CNS function setup and are thought to reflect higher brain functions. Autonomic function, ANS-mediated responsiveness and the ANS-CNS interaction qualify as possible independent indicators for clinical functional assessment and prognosis in Disorders of Consciousness (DoC). HRV has proved helpful to investigate residual responsiveness in DoC and predict clinical recovery. Variability due to internal (e.g., homeostatic and circadian processes) and environmental factors remains a key independent variable and systematic research with this regard is warranted. The interest in bidirectional ANS-CNS interactions in a variety of physiopathological conditions is growing, however, these interactions have not been extensively investigated in DoC. In this brief review we illustrate the potentiality of brain-heart investigation by means of HRV analysis in assessing patients with DoC. The authors' opinion is that this easy, inexpensive and non-invasive approach may provide useful information in the clinical assessment of this challenging patient population.
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Affiliation(s)
- Francesco Riganello
- Coma Science Group, GIGA-Consciousness, GIGA Institute, University Hospital of Liège, Liège, Belgium
- S. Anna Institute, Research in Advanced Neurorehabilitation, Crotone, Italy
| | - Stephen Karl Larroque
- Coma Science Group, GIGA-Consciousness, GIGA Institute, University Hospital of Liège, Liège, Belgium
| | - Carol Di Perri
- Coma Science Group, GIGA-Consciousness, GIGA Institute, University Hospital of Liège, Liège, Belgium
- Centre for Clinical Brain Sciences, The University of Edinburgh, Edinburgh, United Kingdom
| | - Valeria Prada
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal/Child Sciences, Polyclinic Hospital San Martino IRCCS, University of Genoa, Genoa, Italy
| | - Walter G. Sannita
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, and Maternal/Child Sciences, Polyclinic Hospital San Martino IRCCS, University of Genoa, Genoa, Italy
| | - Steven Laureys
- Coma Science Group, GIGA-Consciousness, GIGA Institute, University Hospital of Liège, Liège, Belgium
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Rodrigues LD, Oliveira LF, Shinoda L, Scorza CA, Faber J, Ferraz HB, Britto LRG, Scorza FA. Cardiovascular alterations in rats with Parkinsonism induced by 6-OHDA and treated with Domperidone. Sci Rep 2019; 9:8965. [PMID: 31222185 PMCID: PMC6586896 DOI: 10.1038/s41598-019-45518-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2019] [Accepted: 06/10/2019] [Indexed: 01/10/2023] Open
Abstract
After Alzheimer, Parkinson disease (PD) is the most frequently occurring progressive, degenerative neurological disease. It affects both sympathetic and parasympathetic nervous systems in a variable fashion. Cardiovascular symptoms are present in almost all stages of PD and narrower heart rate variability is the earliest sign. Administration of Levodopa to PD patients has proven to provide some degree of neurological protection. This drug, however, causes side effects including nausea and vomiting, lessened by the administration of domperidone. Autopsies in PD patients led some researchers to suggest the involvement of the ventricular arrhythmia induced by domperidone. The aim of the present study was to determine the impact of the adjusted human maximal dose of domperidone, on cardiological features of Wistar rats. domperidone was administered to both 6-hydroxydopamine Parkinsonism models and regular Wistar rats. Quantitative analysis of ranges of heart beat variation showed significant abnormal distribution in both groups receiving domperidone as compared with respective sham counterparts. However, qualitative analysis of Poincaré plots showed that 6-hydroxydopamine Parkinsonism models receiving domperidone had the narrowest full range of heart beat and the worst distribution heart beat ranges as compared with all study groups corroborating with previous suggestion that domperidone administration to PD patients is likely to play a role in sudden unexpected death in this group of patients.
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Affiliation(s)
- Laís D Rodrigues
- Department of Neurology and Neurosurgery, UNIFESP/EPM, São Paulo, Brazil.
| | - Leandro F Oliveira
- Department of Neurology and Neurosurgery, UNIFESP/EPM, São Paulo, Brazil.
| | - Lucas Shinoda
- Department of Neurology and Neurosurgery, UNIFESP/EPM, São Paulo, Brazil
| | - Carla A Scorza
- Department of Neurology and Neurosurgery, UNIFESP/EPM, São Paulo, Brazil
| | - Jean Faber
- Department of Neurology and Neurosurgery, UNIFESP/EPM, São Paulo, Brazil
| | - Henrique B Ferraz
- Department of Neurology and Neurosurgery, UNIFESP/EPM, São Paulo, Brazil
| | - Luiz R G Britto
- Laboratory of Cellular Neurobiology, Department of Physiology and Biophysics -University of São Paulo, São Paulo, Brazil
| | - Fulvio A Scorza
- Department of Neurology and Neurosurgery, UNIFESP/EPM, São Paulo, Brazil
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121
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Functional Nutrients for Epilepsy. Nutrients 2019; 11:nu11061309. [PMID: 31185666 PMCID: PMC6628163 DOI: 10.3390/nu11061309] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Revised: 06/05/2019] [Accepted: 06/06/2019] [Indexed: 12/11/2022] Open
Abstract
Epilepsy is a common neurological disorder of which seizures are a core symptom. Approximately one third of epileptic patients are resistant to antiepileptic drugs and therefore require alternative therapeutic options. Dietary and nutritional supplements can in some cases replace drugs, but with the exception of ketogenic diets, there are no officially recommended dietary considerations for patients with epilepsy. In this review we summarize a selection of nutritional suggestions that have proved beneficial in treating different types of epilepsy. We describe the types of seizures and epilepsy and follow this with an introduction to basic molecular mechanisms. We then examine several functional nutrients for which there is clinical evidence of therapeutic efficacy in reducing seizures or epilepsy-associated sudden death. We also discuss experimental results that demonstrate possible molecular mechanisms elicited by the administration of various nutrients. The availability of multiple dietary and nutritional candidates that show favorable outcomes in animals implies that assessing the clinical potential of these substances will improve translational medicine, ultimately benefitting epilepsy patients.
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Abstract
There is a bidirectional relationship between affective disorders and cardiovascular abnormalities, often described as a downward spiral, whereas major depressive disorders (MDD, and anxiety disorders) significantly increase the risk of developing cardiovascular diseases (CVD); CVD are also associated with increased risk of developing MDD (and anxiety disorders). Moreover, the prognosis and progression of CVD is significantly worsened in the presence of MDD. Heart rate variability (HRV) has often been suggested as a potential mediator in this comorbidity. In this review, we discuss HRV alterations in MDD. However, we mainly focus on the direct relationship between HRV alterations and psychiatric symptoms, rather than its relationship with CVD, as this has been reviewed elsewhere. After a general introduction to HRV and how it can be measured, we review how HRV is altered in MDD. We subsequently describe how antidepressant drugs affect HRV, showing that some classes (such as tricyclics) generally worsen HRV, whereas others (most notably selective serotonin reuptake inhibitors) have a more positive influence. We also review the effects of several other treatments, with a special focus on vagal nerve stimulation, finishing with some further considerations and recommendation for further research, both in humans and animals.
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Streeter DM, Trautman KA, Bennett TW, McIntosh LE, Grier JW, Stastny SN, Hackney KJ. Endothelial, Cardiovascular, and Performance Responses to L-Arginine Intake and Resistance Exercise. INTERNATIONAL JOURNAL OF EXERCISE SCIENCE 2019; 12:701-713. [PMID: 31156743 PMCID: PMC6533108 DOI: 10.70252/sqvu9671] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/15/2025]
Abstract
The purpose of this study was to examine the acute endothelial, cardiovascular, and performance responses to L-arginine intake by assessing flow-mediated dilation (FMD) and various indicators (e.g., heart rate, heart rate variability (HRV), blood pressure, torque) both before and after resistance exercise. Thirty (15 male, 15 female) physically active participants (mean ± SD: age 20.4 ± 1.8 years, height 176.9 ± 10.2 cm, body mass 76.0 ± 12.2 kg) volunteered for a randomized, cross-over, double-blind, placebo-controlled clinical trial. Participants completed five sets of elbow extension-flexion exercise after consumption of either 3 g L-arginine or 3 g of placebo. There was a significant decline in post-exercise elbow extension (p = 0.014) and flexion peak torque (p < 0.001). FMD response after exercise was ~5.8% less than before resistance exercise (L-arginine and placebo data pooled, p < 0.001). Baseline brachial artery diameter significantly increased post-FMD (p < 0.001), post-resistance exercise (p < 0.001), and post-resistance exercise FMD (p < 0.001). There were significant time effects for HRV when expressed as the square root of the mean of the sum of squares of differences between adjacent RR intervals (RMSSD) or the proportion of differences between adjacent normal (NN) RR intervals that exceed 50 ms (pNN50) (all p-values < 0.05), but there were no treatment or interaction effects (all p-values > 0.05). We conclude the increased vasodilation due to acute resistance exercise was not enhanced by acute supplementation with L-arginine nor was exercise performance augmented. Further, the relative contribution of sympathetic nervous system input increased with resistance exercise but was not influenced by the addition of L-arginine.
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Affiliation(s)
- Daniel M Streeter
- Muscle, Metabolism, and Ergogenics Workgroup, Department of Health, Nutrition, and Exercise Sciences, North Dakota State University, Fargo, North Dakota, USA
| | - Kara A Trautman
- Muscle, Metabolism, and Ergogenics Workgroup, Department of Health, Nutrition, and Exercise Sciences, North Dakota State University, Fargo, North Dakota, USA
| | - Tylor W Bennett
- Muscle, Metabolism, and Ergogenics Workgroup, Department of Health, Nutrition, and Exercise Sciences, North Dakota State University, Fargo, North Dakota, USA
| | - Lauren E McIntosh
- Muscle, Metabolism, and Ergogenics Workgroup, Department of Health, Nutrition, and Exercise Sciences, North Dakota State University, Fargo, North Dakota, USA
| | - James W Grier
- Department of Biological Sciences, North Dakota State University, Fargo, ND, USA
| | - Sherri N Stastny
- Muscle, Metabolism, and Ergogenics Workgroup, Department of Health, Nutrition, and Exercise Sciences, North Dakota State University, Fargo, North Dakota, USA
| | - Kyle J Hackney
- Muscle, Metabolism, and Ergogenics Workgroup, Department of Health, Nutrition, and Exercise Sciences, North Dakota State University, Fargo, North Dakota, USA
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Mashhadimalek M, Jafarnia Dabanloo N, Gharibzadeh S. Is It Possible to Determine the Level of Spiritual Well-Being by Measuring Heart Rate Variability During the Reading of Heavenly Books? Appl Psychophysiol Biofeedback 2019; 44:185-193. [DOI: 10.1007/s10484-019-09433-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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125
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DeGiorgio CM, Curtis A, Hertling D, Moseley BD. Sudden unexpected death in epilepsy: Risk factors, biomarkers, and prevention. Acta Neurol Scand 2019; 139:220-230. [PMID: 30443951 DOI: 10.1111/ane.13049] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2018] [Revised: 11/04/2018] [Accepted: 11/07/2018] [Indexed: 01/01/2023]
Abstract
Sudden unexpected death in epilepsy (SUDEP) is one of the most important direct epilepsy-related causes of death, with an incidence in adults of 1.2 per 1000 person-years. Generalized tonic-clonic seizures have consistently emerged as the leading risk factor for SUDEP, particularly when such seizures are uncontrolled. High seizure burden, lack of antiepileptic drug (AED) treatment, polytherapy, intellectual disability, and prone position at the time of death are other key risk factors. Unfortunately, despite advances in treatment, overall mortality rates in epilepsy are rising. It is imperative that we learn more about SUDEP so that effective prevention strategies can be implemented. To help identify persons at greater risk of SUDEP and in need of closer monitoring, biomarkers are needed. Candidate biomarkers include electrocardiographic, electroencephalographic, and imaging abnormalities observed more frequently in those who have died suddenly and unexpectedly. As our knowledge of the pathophysiologic mechanisms behind SUDEP has increased, various preventative measures have been proposed. These include lattice pillows, postictal oxygen therapy, selective serotonin reuptake inhibitors, and inhibitors of opiate and adenosine receptors. Unfortunately, no randomized clinical trials are available to definitively conclude these measures are effective. Rather, gaining the best control of seizures possible (with AEDs, devices, and resective surgery) still remains the intervention with the best evidence to reduce the risk of SUDEP. In this evidence-based review, we explore the incidence of SUDEP and review the risk factors, biomarkers, and latest prevention strategies.
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Affiliation(s)
| | - Ashley Curtis
- Undergraduate Interdepartmental Program for Neuroscience, UCLA Los Angeles California
| | - Dieter Hertling
- Undergraduate Interdepartmental Program for Neuroscience, UCLA Los Angeles California
| | - Brian D. Moseley
- Department of Neurology and Rehabilitation Medicine University of Cincinnati Cincinnati Ohio
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Mamalyga ML, Mamalyga LM. [The effect of status epilepticus on autonomic regulation of the heart and its functional capabilities in different postictal periods]. Zh Nevrol Psikhiatr Im S S Korsakova 2019; 119:48-54. [PMID: 32207731 DOI: 10.17116/jnevro201911911248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
AIM To study the postictal changes in the autonomic regulation of the heart rhythm and its functional capabilities in different periods after epistatus and to assess the risk of life-threatening arrhythmias. MATERIAL AND METHODS The study was conducted on Wistar rats after epileptic status (ES). Telemonitoring of EEG and ECG was performed in the online mode using the system of the company 'ADInstruments'. Functional stress test with dobutamine was used. RESULTS ES leads to a long-lasting disturbance of autonomic regulation (AR) of the heart and reduces its functional capabilities. The heart's AR balance is shifted towards sympathetic tonus 5 days after ES. This increases the predictors of life-threatening arrhythmias. The decrease in SWD activity increases the activity of parasympathetic tonus 10 days after ES. However, this is due to the tension of regulation mechanisms and the risk of life-threatening arrhythmias. CONCLUSION The high degree of seizure activity of the brain in the ES predetermines prolonged postictal disorders of the AR heart, which reduce its functional capabilities and increase the risk of life-threatening arrhythmias.
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Affiliation(s)
- M L Mamalyga
- Bakulev National Medical Research Center of Cardiovascular Surgery, Moscow, Russia
| | - L M Mamalyga
- Institute of biology and chemistry of Moscow Pedagogical State University, Moscow, Russia
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127
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St Louis EK, Dworetzky BA. Postconvulsive central apnea and asystole: A risk marker for sudden unexpected death in epilepsy (SUDEP)? Neurology 2018; 92:115-116. [PMID: 30568008 DOI: 10.1212/wnl.0000000000006765] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Erik K St Louis
- From the Mayo Center for Sleep Medicine (E.K.S.L.); Departments of Neurology (E.K.S.L.) and Medicine (E.K.S.L.), Mayo Clinic and Foundation, Rochester, MN; and Department of Neurology (B.A.D.), Brigham and Women's Hospital, Boston, MA.
| | - Barbara A Dworetzky
- From the Mayo Center for Sleep Medicine (E.K.S.L.); Departments of Neurology (E.K.S.L.) and Medicine (E.K.S.L.), Mayo Clinic and Foundation, Rochester, MN; and Department of Neurology (B.A.D.), Brigham and Women's Hospital, Boston, MA
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128
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Laborde S, Mosley E, Mertgen A. A unifying conceptual framework of factors associated to cardiac vagal control. Heliyon 2018; 4:e01002. [PMID: 30623126 PMCID: PMC6313821 DOI: 10.1016/j.heliyon.2018.e01002] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Revised: 07/20/2018] [Accepted: 11/29/2018] [Indexed: 11/30/2022] Open
Abstract
Cardiac vagal control (CVC) reflects the activity of the vagus nerve regulating cardiac functioning. CVC can be inferred via heart rate variability measurement, and it has been positively associated to a broad range of cognitive, emotional, social, and health outcomes. It could then be considered as an indicator for effective self-regulation, and given this role, one should understand the factors increasing and decreasing CVC. The aim of this paper is to review the broad range of factors influencing CVC, and to provide a unifying conceptual framework to integrate comprehensively those factors. The structure of the unifying conceptual framework is based on the theory of ecological rationality, while its functional aspects are based on the neurovisceral integration model. The structure of this framework distinguishes two broad areas of associations: person and environment, as this reflects adequately the role played by CVC regarding adaptation. The added value of this framework lies at different levels: theoretically, it allows integrating findings from a variety of scientific disciplines and refining the predictions of the neurovisceral integration model; methodologically, it helps identifying factors that increase and decrease CVC; and lastly at the applied level, it can play an important role for society regarding health policies and for the individual to empower one's flourishing.
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Affiliation(s)
- Sylvain Laborde
- German Sport University Cologne, Institute of Psychology, Department of Performance Psychology, Germany
- Normandie Université Caen, UFR STAPS, EA 4260, Germany
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129
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Myers KA, Sivathamboo S, Perucca P. Heart rate variability measurement in epilepsy: How can we move from research to clinical practice? Epilepsia 2018; 59:2169-2178. [PMID: 30345509 DOI: 10.1111/epi.14587] [Citation(s) in RCA: 77] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2018] [Revised: 09/07/2018] [Accepted: 09/27/2018] [Indexed: 11/26/2022]
Abstract
Our objective was to critically evaluate the literature surrounding heart rate variability (HRV) in people with epilepsy and to make recommendations as to how future research could be directed to facilitate and accelerate integration into clinical practice. We reviewed relevant HRV publications including those involving human subjects with seizures. HRV has been studied in patients with epilepsy for more than 30 years and, overall, patients with epilepsy display altered interictal HRV, suggesting a shift in autonomic balance toward sympathetic dominance. This derangement appears more severe in those with temporal lobe epilepsy and drug-resistant epilepsy. Normal diurnal variation in HRV is also disturbed in at least some people with epilepsy, but this aspect has received less study. Some therapeutic interventions, including vagus nerve stimulation and antiepileptic medications, may partially normalize altered HRV, but studies in this area are sometimes contradictory. During seizures, the changes in HRV may be complex, but the general trend is toward a further increase in sympathetic overactivity. Research in HRV in people with epilepsy has been limited by inconsistent experimental protocols and studies that are often underpowered. HRV measurement has the potential to aid clinical epilepsy management in several possible ways. HRV may be useful in predicting which patients are likely to benefit from surgical interventions such as vagus nerve stimulation and focal cerebral resection. As well, HRV could eventually have utility as a biomarker of risk for sudden unexpected death in epilepsy (SUDEP). However, at present, the inconsistent measurement protocols used in research are hindering translation into clinical practice. A minimum protocol for HRV evaluation, to be used in all studies involving epilepsy patients, is necessary to eventually allow HRV to become a useful tool for clinicians. We propose a straightforward protocol, involving 5-minute measurements of root mean square of successive differences in wakefulness and light sleep.
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Affiliation(s)
- Kenneth A Myers
- Research Institute of the McGill University Health Centre, Montreal, Quebec, Canada.,Division of Child Neurology, Department of Pediatrics, Montreal Children's Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - Shobi Sivathamboo
- Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, Parkville, Victoria, Australia.,Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia.,Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Department of Neurology, Alfred Health, Melbourne, Victoria, Australia
| | - Piero Perucca
- Department of Medicine, The Royal Melbourne Hospital, The University of Melbourne, Parkville, Victoria, Australia.,Department of Neurology, The Royal Melbourne Hospital, Parkville, Victoria, Australia.,Department of Neuroscience, Central Clinical School, Monash University, Melbourne, Victoria, Australia.,Department of Neurology, Alfred Health, Melbourne, Victoria, Australia
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130
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Fournier A, Mondillon L, Dantzer C, Gauchez AS, Ducros V, Mathieu N, Faure P, Canini F, Bonaz B, Pellissier S. Emotional overactivity in patients with irritable bowel syndrome. Neurogastroenterol Motil 2018; 30:e13387. [PMID: 29856118 DOI: 10.1111/nmo.13387] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/12/2017] [Accepted: 05/02/2018] [Indexed: 12/20/2022]
Abstract
BACKGROUND Negativity is often observed in patients with irritable bowel syndrome (IBS). No study has examined their emotional expressiveness as a marker of emotional reactivity. We investigated IBS patients' vulnerability to an emotional load by associating their expressiveness with psychological and neurophysiological assessments. We hypothesized that IBS would be characterized by a lack of expressiveness coupled with high scores in psychological and neurophysiological parameters. METHODS We assessed the emotional facial expressions (EMFACS), psychological (anxiety, depression, alexithymia), and neurophysiological (cortisol, heart rate variability (HRV)) parameters of 25 IBS patients and 26 healthy controls (HC) while they watched fear-eliciting movie extracts. KEY RESULTS Overall, the task elicited an increase in state anxiety and consistent HRV responses. However, IBS patients differed from HC as they displayed more sadness and tended to display more rage. Contrary to HC, IBS patients showed an increase in heart rate and a decrease in parasympathetic regulation, reflecting an enhanced responsiveness corroborated by higher scores in depression and state anxiety. Consistent with their higher difficulty in identifying feelings, a component of alexithymia positively correlated with their expressions of rage, they were not aware of their increase in anxiety during the task, whereas HC were. No linear relationship between patients' expressions and their neurophysiological responses was found. CONCLUSIONS & INFERENCES Irritable bowel syndrome patients displayed greater emotional expressiveness with negative prevalence. This reflects an emotional vulnerability potentially related to low regulation skills and underscores the importance of considering the central dysregulation hypothesis in IBS as a promising avenue of research.
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Affiliation(s)
- A Fournier
- CNRS, LAPSCO, Physiological and Psychosocial Stress, University Clermont Auvergne, Clermont-Ferrand, France
| | - L Mondillon
- CNRS, LAPSCO, Physiological and Psychosocial Stress, University Clermont Auvergne, Clermont-Ferrand, France
| | - C Dantzer
- Laboratory of Psychology, Bordeaux University, Bordeaux, France
| | - A-S Gauchez
- Biology Institute, Grenoble Alpes University Hospital, Grenoble, France
| | - V Ducros
- Biology Institute, Grenoble Alpes University Hospital, Grenoble, France
| | - N Mathieu
- Grenoble Alpes University Hospital, University Clinic of Hepato-Gastroenterology, Grenoble, France
| | - P Faure
- Biology Institute, Grenoble Alpes University Hospital, Grenoble, France.,Grenoble Alpes University Hospital, University Clinic of Hepato-Gastroenterology, Grenoble, France.,Hypoxia Pathophysiology Laboratory (H2P, INSERM U1042), Grenoble, France
| | - F Canini
- Department of Neurosciences and Operational Constraints, Armed Forces Biomedical Research Institute, Brétigny-sur-Orge, France.,Ecole du Val de Grâce, Paris, France
| | - B Bonaz
- Grenoble Alpes University Hospital, University Clinic of Hepato-Gastroenterology, Grenoble, France.,Hypoxia Pathophysiology Laboratory (H2P, INSERM U1042), Grenoble, France.,Department of Neurosciences and Operational Constraints, Armed Forces Biomedical Research Institute, Brétigny-sur-Orge, France.,Ecole du Val de Grâce, Paris, France.,Grenoble Institute of Neurosciences (GIN), INSERM, University Grenoble Alpes, Grenoble, France
| | - S Pellissier
- Univ. Grenoble Alpes, Univ. Savoie Mont Blanc, LIP/PC2S, 38000 Grenoble, France
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131
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Yang Z, Liu H, Meng F, Guan Y, Zhao M, Qu W, Hao H, Luan G, Zhang J, Li L. The analysis of circadian rhythm of heart rate variability in patients with drug-resistant epilepsy. Epilepsy Res 2018; 146:151-159. [DOI: 10.1016/j.eplepsyres.2018.08.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2018] [Revised: 07/17/2018] [Accepted: 08/06/2018] [Indexed: 01/01/2023]
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132
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McCarter AR, Timm PC, Shepard PW, Sandness DJ, Luu T, McCarter SJ, Dueffert L, Dresow M, Feemster JC, Cascino GD, So EL, Worrell GA, Britton JW, Sherif A, Jaliparthy K, Chahal AA, Somers VK, St Louis EK. Obstructive sleep apnea in refractory epilepsy: A pilot study investigating frequency, clinical features, and association with risk of sudden unexpected death in epilepsy. Epilepsia 2018; 59:1973-1981. [PMID: 30246243 DOI: 10.1111/epi.14548] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 07/18/2018] [Accepted: 07/30/2018] [Indexed: 11/28/2022]
Abstract
OBJECTIVE We aimed to determine the frequency of probable obstructive sleep apnea (pOSA) in refractory epilepsy monitoring unit inpatients and clinical features associated with pOSA, including risk for sudden unexpected death in epilepsy (SUDEP). METHODS We prospectively recruited 49 consecutive adult patients admitted to the Mayo Clinic Epilepsy Monitoring Unit with focal, generalized, or unclassified epilepsy syndromes. pOSA was identified using oximetric oxyhemoglobin desaturation index (ODI) and the Sleep Apnea-Sleep Disorders Questionnaire (SA-SDQ) and STOP-BAG screening tools. Revised SUDEP Risk Inventory (rSUDEP-7) scores were calculated, and epilepsy patients with and without pOSA were compared with Wilcoxon signed-rank tests. Correlation and regression analyses were utilized to determine relationships between pOSA and rSUDEP-7 scores. RESULTS Thirty-five percent of patients had pOSA, with a mean ODI of 11.3 ± 5.1/h (range = 5.1-22.8). Patients with pOSA were older and heavier, and more frequently had a focal epilepsy syndrome and longer epilepsy duration, with higher SA-SDQ and STOP-BAG scores (all P < 0.05). Median rSUDEP-7 score was 3 ± 1.4 (range = 0-6). Higher rSUDEP-7 scores were positively correlated with higher ODI (P = 0.036). rSUDEP-7 score ≥ 5 was associated with pOSA by ODI, SA-SDQ, and STOP-BAG questionnaire criteria (P < 0.05). SIGNIFICANCE Our pilot study identified a high frequency of pOSA in refractory epilepsy monitoring patients, finding that pOSA patients were older and heavier, with higher screening symptoms for sleep apnea and more frequent focal seizures with a longer epilepsy duration. We also found a possible association between OSA and SUDEP risk. Identification and treatment of OSA in patients with epilepsy could conceivably provide a novel approach toward preventing the risk of SUDEP. Future studies with polysomnography are needed to confirm predictive features for OSA in epilepsy populations, and to determine whether OSA is associated with SUDEP risk.
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Affiliation(s)
- Allison R McCarter
- Mayo Center for Sleep Medicine, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Paul C Timm
- Mayo Center for Sleep Medicine, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Paul W Shepard
- Mayo Center for Sleep Medicine, Mayo Clinic and Foundation, Rochester, Minnesota
| | - David J Sandness
- Mayo Center for Sleep Medicine, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Thao Luu
- Mayo Center for Sleep Medicine, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Stuart J McCarter
- Mayo Center for Sleep Medicine, Mayo Clinic and Foundation, Rochester, Minnesota.,Department of Medicine, Mayo Clinic and Foundation, Rochester, Minnesota.,Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Lucas Dueffert
- Mayo Center for Sleep Medicine, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Max Dresow
- Mayo Center for Sleep Medicine, Mayo Clinic and Foundation, Rochester, Minnesota
| | - John C Feemster
- Mayo Center for Sleep Medicine, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Gregory D Cascino
- Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Elson L So
- Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Gregory A Worrell
- Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Jeffrey W Britton
- Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Akil Sherif
- Department of Cardiology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Keerthi Jaliparthy
- Department of Cardiology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Anwar A Chahal
- Department of Cardiology, Mayo Clinic and Foundation, Rochester, Minnesota.,Mayo Graduate School of Biomedical Sciences, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Virend K Somers
- Department of Cardiology, Mayo Clinic and Foundation, Rochester, Minnesota
| | - Erik K St Louis
- Mayo Center for Sleep Medicine, Mayo Clinic and Foundation, Rochester, Minnesota.,Department of Medicine, Mayo Clinic and Foundation, Rochester, Minnesota.,Department of Neurology, Mayo Clinic and Foundation, Rochester, Minnesota
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133
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Uryga A, Burzyńska M, Tabakow P, Kasprowicz M, Budohoski KP, Kazimierska A, Smielewski P, Czosnyka M, Goździk W. Baroreflex sensitivity and heart rate variability are predictors of mortality in patients with aneurysmal subarachnoid haemorrhage. J Neurol Sci 2018; 394:112-119. [PMID: 30245190 DOI: 10.1016/j.jns.2018.09.014] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 08/24/2018] [Accepted: 09/11/2018] [Indexed: 01/09/2023]
Abstract
OBJECT We aimed to investigate the link between the autonomic nervous system (ANS) impairment, assessed using baroreflex sensitivity (BRS) and heart rate variability (HRV) indices, and mortality after aneurysmal subarachnoid haemorrhage (aSAH). METHODS A total of 57 patients (56 ± 18 years) diagnosed with aSAH were retrospectively enrolled in the study, where 25% of patients died in the hospital. BRS was calculated using a modified cross-correlation method. Time- and frequency-domain HRV indices were calculated from a time-series of systolic peak intervals of arterial blood pressure signals. Additionally, cerebral autoregulation (CA) was assessed using the mean velocity index (Mxa), where Mxa > 0 indicates impaired CA. RESULTS Both BRS and HRV indices were lower in non-survivors than in survivors. The patients with disturbed BRS and HRV had more extensive haemorrhage in the H-H scale (p = .040) and were more likely to die (p = .013) when compared to patients with the intact ANS. The logistic regression model for mortality included: the APACHE II score (p = .002; OR 0.794) and the normalised high frequency power of the HRV (p < <.001; OR 0.636). A positive relationship was found between the Mxa and BRS (R = 0.48, p = .003), which suggests that increasing BRS is moderately strongly associated with worsening CA. CONCLUSION Our results indicated that lower values of HRV indices and BRS correlate with mortality and that there is a link between cerebral dysautoregulation and the analysed estimates of the ANS in aSAH patients.
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Affiliation(s)
- Agnieszka Uryga
- Department of Biomedical Engineering, Faculty of Fundamental Problems of Technology, Wroclaw University of Science and Technology, Wroclaw, Poland.
| | - Małgorzata Burzyńska
- Department of Anesthesiology and Intensive Care, Wroclaw Medical University, Wroclaw, Poland
| | - Paweł Tabakow
- Department of Neurosurgery, Wroclaw Medical University, Wroclaw, Poland
| | - Magdalena Kasprowicz
- Department of Biomedical Engineering, Faculty of Fundamental Problems of Technology, Wroclaw University of Science and Technology, Wroclaw, Poland
| | - Karol P Budohoski
- Brain Physics Laboratory, Department of Clinical Neurosciences, Division of Neurosurgery, University of Cambridge, Cambridge, UK
| | - Agnieszka Kazimierska
- Department of Biomedical Engineering, Faculty of Fundamental Problems of Technology, Wroclaw University of Science and Technology, Wroclaw, Poland
| | - Peter Smielewski
- Brain Physics Laboratory, Department of Clinical Neurosciences, Division of Neurosurgery, University of Cambridge, Cambridge, UK
| | - Marek Czosnyka
- Brain Physics Laboratory, Department of Clinical Neurosciences, Division of Neurosurgery, University of Cambridge, Cambridge, UK; Institute of Electronic Systems, Faculty of Electronics and Information Technology, Warsaw University of Technology, Warsaw, Poland
| | - Waldemar Goździk
- Department of Anesthesiology and Intensive Care, Wroclaw Medical University, Wroclaw, Poland
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134
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Odom N, Bateman LM. Sudden unexpected death in epilepsy, periictal physiology, and the SUDEP-7 Inventory. Epilepsia 2018; 59:e157-e160. [PMID: 30159901 DOI: 10.1111/epi.14552] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 07/28/2018] [Accepted: 08/01/2018] [Indexed: 11/27/2022]
Abstract
Sudden unexpected death in epilepsy (SUDEP) is a significant public health burden. Epidemiological studies have identified clinical SUDEP risk factors across large populations, but the means to apply this information to individual patients are lacking. The SUDEP-7 Inventory was developed as a marker of clinical SUDEP risk and has been used in studies of potential SUDEP biomarkers. We retrospectively reviewed clinical data from 16 patients dying of SUDEP and 48 matched living epilepsy controls to determine whether individuals succumbing to SUDEP could be distinguished from living epilepsy controls using the revised SUDEP-7 Inventory, the absolute number of clinical risk factors as identified by an International League Against Epilepsy meta-analysis (ILAE score), and physiological characteristics previously associated with SUDEP risk. Mean revised SUDEP-7 Inventory score was 3.3 ± 2.0 in SUDEP cases and 3.8 ± 2.3 in controls (P = 0.39). Mean ILAE score was 2.4 ± 1.1 in SUDEP cases and 2.6 ± 1.4 in controls (P = 0.62). There were no significant differences in interictal heart rate variability (measured by the root mean square of differences of successive RR intervals), periictal cardiorespiratory dysfunction, and postictal generalized electroencephalographic suppression between the groups. This demonstrates that a reliable instrument for individual SUDEP risk stratification is lacking and highlights the need for improved understanding of SUDEP pathophysiology and individual risk determination.
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Affiliation(s)
- Nicole Odom
- New York Presbyterian Hospital and Columbia University Medical Center, New York, New York.,Pinehurst Neurology, Pinehurst, North Carolina
| | - Lisa M Bateman
- New York Presbyterian Hospital and Columbia University Medical Center, New York, New York
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135
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Watkins L, Shankar R. Reducing the Risk of Sudden Unexpected Death in Epilepsy (SUDEP). Curr Treat Options Neurol 2018; 20:40. [DOI: 10.1007/s11940-018-0527-0] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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136
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Vega JL. Ictal Mammalian Dive Response: A Likely Cause of Sudden Unexpected Death in Epilepsy. Front Neurol 2018; 9:677. [PMID: 30174646 PMCID: PMC6108060 DOI: 10.3389/fneur.2018.00677] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2018] [Accepted: 07/27/2018] [Indexed: 12/22/2022] Open
Abstract
Even though sudden unexpected death in epilepsy (SUDEP) takes the lives of thousands of otherwise healthy epilepsy patients every year, the physiopathology associated with this condition remains unexplained. This article explores important parallels, which exist between the clinical observations and pathological responses associated with SUDEP, and the pathological responses that can develop when a set of autonomic reflexes known as the mammalian dive response (MDR) is deployed. Mostly unknown to physicians, this evolutionarily conserved physiological response to prolonged apnea economizes oxygen for preferential use by the brain. However, the drastic cardiovascular adjustments required for its execution, which include severe bradycardia and the sequestration of a significant portion of the total blood volume inside the cardiopulmonary vasculature, can result in many of the same pathological responses associated with SUDEP. Thus, this article advances the hypothesis that prolonged apneic generalized tonic clonic seizures induce augmented forms of the MDR, which, in the most severe cases, cause SUDEP.
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Affiliation(s)
- Jose L Vega
- Department of Neurosciences and Stroke, Novant Health, Forsyth Medical Center, Winston-Salem, NC, United States.,TeleNeurologia SAS, Medellin, Colombia
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137
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Gutiérrez-Maldonado E, Ledesma-Ramírez CI, Pliego-Carrillo AC, Reyes-Lagos JJ. Sign and magnitude scaling properties of heart rate fluctuations following vagus nerve stimulation in a patient with drug-resistant epilepsy. EPILEPSY & BEHAVIOR CASE REPORTS 2018; 10:78-81. [PMID: 30094179 PMCID: PMC6072651 DOI: 10.1016/j.ebcr.2018.05.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/07/2018] [Revised: 05/20/2018] [Accepted: 05/30/2018] [Indexed: 02/06/2023]
Abstract
Vagus nerve stimulation (VNS) therapy has been recently incorporated in Latin America as a treatment for drug-resistant epilepsy. In particular, it is known that linear analysis and fractal parameters of heart rate variability (HRV) are able to indirectly measure cardiac autonomic activity. This case report presents a 17-year-old female with drug-resistant epilepsy implanted with a VNS device. In order to explore cardiac autonomic changes due to VNS, linear and fractal HRV indices were calculated in the presence and absence of neurostimulation. Novel fractal scaling exponents from HRV analysis were obtained from this patient and from a healthy control subject. Our results indicate that fractal indices of HRV, such as short-term scaling parameters from magnitude and sign analyses seem to be sensitive to the presence or absence of VNS, being confirmed by linear classical methods. This study shows that VNS therapy increases the complexity of cardiac fluctuations in a patient with drug-resistant epilepsy, reflecting an augmented HRV non-linearity and a diminished anticorrelated pattern in heart rate fluctuations. A potential clinical use of these parameters includes the early identification of bradycardia, sudden unexpected death (SUDEP) risk and preoperative VNS approaches. Thus, the scaling and magnitude properties of HRV have potential importance as a non-invasive and easy method for adequate diagnostic/prognostic implications in epilepsy treatment.
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Affiliation(s)
| | | | | | - José Javier Reyes-Lagos
- Autonomous University of the State of Mexico (UAEMex), Faculty of Medicine, Toluca 50180, Mexico
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138
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Impact of Supratentorial Cerebral Hemorrhage on the Complexity of Heart Rate Variability in Acute Stroke. Sci Rep 2018; 8:11473. [PMID: 30065287 PMCID: PMC6068137 DOI: 10.1038/s41598-018-29961-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 07/11/2018] [Indexed: 01/07/2023] Open
Abstract
Acute stroke commonly affects cardiac autonomic responses resulting in reduced heart rate variability (HRV). Multiscale entropy (MSE) is a novel non-linear method to quantify the complexity of HRV. This study investigated the influence of intracerebral hemorrhage (ICH) locations and intraventricular hemorrhage (IVH) on the complexity of HRV. We recruited 93 supratentorial ICH patients (male 59%, mean age 61 years), and the locations of ICH included basal ganglia (n = 40), thalamus (n = 35), and lobar (n = 18) group. Continuous one-hour electrocardiography signals were obtained from patients after admission, and the complexity index was defined as the area under the MSE curve. The complexity index was lower in lobar ICH (21.6 ± 7.9) than basal ganglia (27.9 ± 6.4) and thalamus (28.5 ± 7.2) groups. The complexity index was inversely correlated with initial stroke severity (r = −0.26), size of hematoma (r = −0.35) and ICH score (r = −0.26), especially among patients with intraventricular hemorrhage (r = −0.60, −0.60, and −0.41 respectively). A higher complexity can predict a good functional outcome (adjusted odds ratio 1.09, 95% confidence intervals 1.00–1.19) at post-stroke 3 months. In summary, more severe stroke and larger hematoma volume resulted in lower complexity of HRV. Lobar hemorrhage and IVH had great impacts on the cardiac autonomic function.
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139
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Myers KA, Bello-Espinosa LE, Symonds JD, Zuberi SM, Clegg R, Sadleir LG, Buchhalter J, Scheffer IE. Heart rate variability in epilepsy: A potential biomarker of sudden unexpected death in epilepsy risk. Epilepsia 2018; 59:1372-1380. [PMID: 29873813 DOI: 10.1111/epi.14438] [Citation(s) in RCA: 106] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/09/2018] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Sudden unexpected death in epilepsy (SUDEP) is a tragic and devastating event for which the underlying pathophysiology remains poorly understood; this study investigated whether abnormalities in heart rate variability (HRV) are linked to SUDEP in patients with epilepsy due to mutations in sodium channel (SCN) genes. METHODS We retrospectively evaluated HRV in epilepsy patients using electroencephalographic studies to study the potential contribution of autonomic dysregulation to SUDEP risk. We extracted HRV data, in wakefulness and sleep, from 80 patients with drug-resistant epilepsy, including 40 patients with mutations in SCN genes and 40 control patients with non-SCN drug-resistant epilepsy. From the SCN group, 10 patients had died of SUDEP. We compared HRV between SUDEP and non-SUDEP groups, specifically studying awake HRV and sleep:awake HRV ratios. RESULTS The SUDEP patients had the most severe autonomic dysregulation, showing lower awake HRV and either extremely high or extremely low ratios of sleep-to-awake HRV in a subgroup analysis. A secondary analysis comparing the SCN and non-SCN groups indicated that autonomic dysfunction was slightly worse in the SCN epilepsy group. SIGNIFICANCE These findings suggest that autonomic dysfunction is associated with SUDEP risk in patients with epilepsy due to sodium channel mutations. The relationship of HRV to SUDEP merits further study; HRV may eventually have potential as a biomarker of SUDEP risk, which would allow for more informed counseling of patients and families, and also serve as a useful outcome measure for research aimed at developing therapies and interventions to reduce SUDEP risk.
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Affiliation(s)
- Kenneth A Myers
- Department of Medicine, Epilepsy Research Centre, Austin Health, University of Melbourne, Heidelberg, Victoria, Australia.,Department of Pediatrics, Section of Neurology, Alberta Children's Hospital, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.,Department of Pediatrics, Faculty of Medicine, McGill University, Montreal, Quebec, Canada.,Division of Child Neurology, Montreal Children's Hospital, McGill University Health Centre, Montreal, Quebec, Canada
| | - Luis E Bello-Espinosa
- Department of Pediatrics, Section of Neurology, Alberta Children's Hospital, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Joseph D Symonds
- College of Medicine, Veterinary, and Life Sciences, School of Medicine, University of Glasgow, Glasgow, UK.,Paediatric Neurosciences Research Group, Royal Hospital for Sick Children, Glasgow, UK
| | - Sameer M Zuberi
- College of Medicine, Veterinary, and Life Sciences, School of Medicine, University of Glasgow, Glasgow, UK.,Paediatric Neurosciences Research Group, Royal Hospital for Sick Children, Glasgow, UK
| | - Robin Clegg
- Department of Pediatrics, Section of Cardiology, Alberta Children's Hospital, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Lynette G Sadleir
- Department of Paediatrics and Child Health, University of Otago Wellington, Wellington, New Zealand
| | - Jeffrey Buchhalter
- Department of Pediatrics, Section of Neurology, Alberta Children's Hospital, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Ingrid E Scheffer
- Department of Medicine, Epilepsy Research Centre, Austin Health, University of Melbourne, Heidelberg, Victoria, Australia.,Department of Paediatrics, Royal Children's Hospital, University of Melbourne, Flemington, Victoria, Australia.,Florey Institute of Neuroscience and Mental Health, Heidelberg, Victoria, Australia
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140
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Oguz Akarsu E, Şahin E, Ozel Yildiz S, Bebek N, Gürses C, Baykan B. Peri-ictal Prone Position Is Associated With Independent Risk Factors For Sudden Unexpected Death In Epilepsy: A Controlled Video-EEG Monitoring Unit Study. Clin EEG Neurosci 2018; 49:197-205. [PMID: 28958162 DOI: 10.1177/1550059417733385] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Sudden unexpected death in epilepsy (SUDEP) is a major cause of death in patients with chronic drug-resistant epilepsy, and peri-ictal prone position has been elucidated as a risk factor for SUDEP. We aimed to investigate consecutive patients in peri-ictal prone positions in our video EEG monitoring (VEM) unit and compare patients with and without peri-ictal prone position to emphasize its relationship with other independent risk factors for SUDEP. METHODS We retrospectively screened all patients with peri-ictal prone position who underwent VEM for a 10-year period and these patients constituted the prone (+) group. All patients without peri-ictal prone position who underwent VEM in the past 2 years constituted the prone (-) control group. Sequences of peri-ictal positions and interventions were evaluated. Clinical and laboratory features and SUDEP-7 scores were compared between the groups. RESULTS A total of 21 seizures were identified with peri-ictal prone position from 16 patients. SUDEP-7 scores were significantly higher in the prone (+) group. Longer duration of epilepsy, early age at seizure onset, mental retardation, and frequency of seizures of any type (>50 seizures per month for the past year) were found significantly different between the prone (+) and prone (-) groups. CONCLUSION Peri-ictal prone position in the VEM unit may relate with other independent risk factors of SUDEP, especially with mental retardation. Nocturnal supervision becomes important to reduce SUDEP risk, especially in patients with mental retardation.
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Affiliation(s)
- Emel Oguz Akarsu
- 1 Departments of Neurology and Clinical Neurophysiology, Istanbul University, Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Erdi Şahin
- 1 Departments of Neurology and Clinical Neurophysiology, Istanbul University, Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Sevda Ozel Yildiz
- 2 Department of Biostatistics, Istanbul University, Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Nerses Bebek
- 1 Departments of Neurology and Clinical Neurophysiology, Istanbul University, Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Candan Gürses
- 1 Departments of Neurology and Clinical Neurophysiology, Istanbul University, Istanbul Faculty of Medicine, Istanbul, Turkey
| | - Betül Baykan
- 1 Departments of Neurology and Clinical Neurophysiology, Istanbul University, Istanbul Faculty of Medicine, Istanbul, Turkey
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141
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Shankar R, Newman C, Gales A, McLean BN, Hanna J, Ashby S, Walker MC, Sander JW. Has the Time Come to Stratify and Score SUDEP Risk to Inform People With Epilepsy of Their Changes in Safety? Front Neurol 2018; 9:281. [PMID: 29755403 PMCID: PMC5934492 DOI: 10.3389/fneur.2018.00281] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Accepted: 04/10/2018] [Indexed: 11/24/2022] Open
Abstract
Recent publication of the American Academy of Neurology SUDEP guidance highlighted the importance to American clinicians of making people with epilepsy aware of SUDEP risk. It is the first guideline to do this in the United States. It follows precedent set out in the UK by National Institute of Clinical Excellence in 2004. While a significant achievement, the lack of clarity of how to deliver this guidance in an enduring and person-centered manner, raises concerns on how its long-term effectiveness in risk mitigation. Shared decision-making with an emphasis on delivering person-centered communication to foster self-management strategies is increasingly recognized as the ideal model of patient–clinician communication in chronic diseases such as epilepsy. The tension between delivering evidence-based risk information, yet, tailoring it to the individual is complex. It needs to incorporate the potential for change not only in seizure factors but also other health and social factors. Safety advice needs to be dynamic and situation sensitive as opposed to a “one off” discussion. As a significant minority of people with epilepsy have drug-resistant seizures, the importance of keeping the advice contextual at different intervals of the person’s life cannot be overstated as many of them are managed in primary care. We present some exploratory work, which identifies the need to improve communication at a primary care level and to review risks regularly. Regular reviews using a structured risk factor checklist as a screening tool could identify, sooner, people who’s health issues are worsening and justify referrals to specialists.
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Affiliation(s)
- Rohit Shankar
- Cornwall Partnership NHS Foundation Trust, Truro, United Kingdom.,Exeter Medical School, Knowledge Spa, Royal Cornwall Hospital, Truro, United Kingdom
| | - Craig Newman
- Plymouth University Peninsula Schools of Medicine and Dentistry, Plymouth, United Kingdom
| | | | | | | | | | - Matthew C Walker
- NIHR University College London, Hospitals Biomedical Research Centre, UCL Institute of Neurology, London, United Kingdom
| | - Josemir W Sander
- NIHR University College London, Hospitals Biomedical Research Centre, UCL Institute of Neurology, London, United Kingdom.,Chalfont Centre for Epilepsy, Buckinghamshire, United Kingdom.,Stichting Epilepsie Instellingen Nederland (SEIN), Heemstede, Netherlands
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142
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Haraldsdottir K, Watson AM, Goss KN, Beshish AG, Pegelow DF, Palta M, Tetri LH, Barton GP, Brix MD, Centanni RM, Eldridge MW. Impaired autonomic function in adolescents born preterm. Physiol Rep 2018; 6:e13620. [PMID: 29595875 PMCID: PMC5875539 DOI: 10.14814/phy2.13620] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Accepted: 01/25/2018] [Indexed: 01/01/2023] Open
Abstract
Preterm birth temporarily disrupts autonomic nervous system (ANS) development, and the long-term impacts of disrupted fetal development are unclear in children. Abnormal cardiac ANS function is associated with worse health outcomes, and has been identified as a risk factor for cardiovascular disease. We used heart rate variability (HRV) in the time domain (standard deviation of RR intervals, SDRR; and root means squared of successive differences, RMSSD) and frequency domain (high frequency, HF; and low frequency, LF) at rest, as well as heart rate recovery (HRR) following maximal exercise, to assess autonomic function in adolescent children born preterm. Adolescents born preterm (less than 36 weeks gestation at birth) in 2003 and 2004 and healthy age-matched full-term controls participated. Wilcoxon Rank Sum tests were used to compare variables between control and preterm groups. Twenty-one adolescents born preterm and 20 term-born controls enrolled in the study. Preterm-born subjects had lower time-domain HRV, including SDRR (69.1 ± 33.8 vs. 110.1 ± 33.0 msec, respectively, P = 0.008) and RMSSD (58.8 ± 38.2 vs. 101.5 ± 36.2 msec, respectively, P = 0.012), with higher LF variability in preterm subjects. HRR after maximal exercise was slower in preterm-born subjects at 1 min (30 ± 12 vs. 39 ± 9 bpm, respectively, P = 0.013) and 2 min (52 ± 10 vs. 60 ± 10 bpm, respectively, P = 0.016). This study is the first report of autonomic dysfunction in adolescents born premature. Given prior association of impaired HRV with adult cardiovascular disease, additional investigations into the mechanisms of autonomic dysfunction in this population are warranted.
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Affiliation(s)
- Kristin Haraldsdottir
- Department of PediatricsUniversity of WisconsinMadisonWisconsin
- Department of KinesiologyUniversity of WisconsinMadisonWisconsin
| | - Andrew M. Watson
- Department of Orthopedics & RehabilitationUniversity of WisconsinMadisonWisconsin
| | - Kara N. Goss
- Department of PediatricsUniversity of WisconsinMadisonWisconsin
- Department of MedicineUniversity of WisconsinMadisonWisconsin
| | - Arij G. Beshish
- Department of PediatricsUniversity of WisconsinMadisonWisconsin
| | | | - Mari Palta
- Department of Biostatistics and Medical InformaticsUniversity of WisconsinMadisonWisconsin
| | - Laura H. Tetri
- Department of PediatricsUniversity of WisconsinMadisonWisconsin
| | | | - Melissa D. Brix
- Department of PediatricsUniversity of WisconsinMadisonWisconsin
| | | | - Marlowe W. Eldridge
- Department of PediatricsUniversity of WisconsinMadisonWisconsin
- Department of KinesiologyUniversity of WisconsinMadisonWisconsin
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143
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Euliano TY, Michalopoulos K, Singh S, Gregg AR, Del Rio M, Vasilopoulos T, Johnson AM, Onkala A, Darmanjian S, Euliano NR, Ho M. Photoplethysmography and Heart Rate Variability for the Diagnosis of Preeclampsia. Anesth Analg 2018; 126:913-919. [PMID: 28991110 PMCID: PMC5820156 DOI: 10.1213/ane.0000000000002532] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND The goal of this study was to determine a set of timing, shape, and statistical features available through noninvasive monitoring of maternal electrocardiogram and photoplethysmography that identifies preeclamptic patients. METHODS Pregnant women admitted to Labor and Delivery were monitored with pulse oximetry and electrocardiogram for 30 minutes. Photoplethysmogram features and heart rate variability were extracted from each data set and applied to a sequential feature selection algorithm to discriminate women with preeclampsia with severe features, from normotensive and hypertensive controls. The classification boundary was chosen to minimize the expected misclassification cost. The prior probabilities of the misclassification costs were assumed to be equal. RESULTS Thirty-seven patients with clinically diagnosed preeclampsia with severe features were compared with 43 normotensive controls; all were in early labor or beginning induction. Six variables were used in the final model. The area under the receiver operating characteristic curve was 0.907 (standard error [SE] = 0.004) (sensitivity 78.2% [SE = 0.3%], specificity 89.9% [SE = 0.1%]) with a positive predictive value of 0.883 (SE = 0.001). Twenty-eight subjects with chronic or gestational hypertension were compared with the same preeclampsia group, generating a model with 5 features with an area under the curve of 0.795 (SE = 0.007; sensitivity 79.0% [SE = 0.2%], specificity 68.7% [SE = 0.4%]), and a positive predictive value of 0.799 (SE = 0.002). CONCLUSIONS Vascular parameters, as assessed noninvasively by photoplethysmography and heart rate variability, may have a role in screening women suspected of having preeclampsia, particularly in areas with limited resources.
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Affiliation(s)
- Tammy Y. Euliano
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, Florida
| | | | | | - Anthony R. Gregg
- Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida
| | - Mariem Del Rio
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, Florida
| | - Terrie Vasilopoulos
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, Florida
- Department of Orthopedics and Rehabilitation, University of Florida College of Medicine, Gainesville, Florida
| | - Amber M. Johnson
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, Florida
| | - Allison Onkala
- Department of Anesthesiology, University of Florida College of Medicine, Gainesville, Florida
| | | | | | - Monique Ho
- Department of Obstetrics and Gynecology, University of Florida College of Medicine, Gainesville, Florida
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144
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Kim Y, Bravo E, Thirnbeck CK, Smith-Mellecker LA, Kim SH, Gehlbach BK, Laux LC, Zhou X, Nordli DR, Richerson GB. Severe peri-ictal respiratory dysfunction is common in Dravet syndrome. J Clin Invest 2018; 128:1141-1153. [PMID: 29329111 DOI: 10.1172/jci94999] [Citation(s) in RCA: 109] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2017] [Accepted: 01/04/2018] [Indexed: 11/17/2022] Open
Abstract
Dravet syndrome (DS) is a severe childhood-onset epilepsy commonly due to mutations of the sodium channel gene SCN1A. Patients with DS have a high risk of sudden unexplained death in epilepsy (SUDEP), widely believed to be due to cardiac mechanisms. Here we show that patients with DS commonly have peri-ictal respiratory dysfunction. One patient had severe and prolonged postictal hypoventilation during video EEG monitoring and died later of SUDEP. Mice with an Scn1aR1407X/+ loss-of-function mutation were monitored and died after spontaneous and heat-induced seizures due to central apnea followed by progressive bradycardia. Death could be prevented with mechanical ventilation after seizures were induced by hyperthermia or maximal electroshock. Muscarinic receptor antagonists did not prevent bradycardia or death when given at doses selective for peripheral parasympathetic blockade, whereas apnea, bradycardia, and death were prevented by the same drugs given at doses high enough to cross the blood-brain barrier. When given via intracerebroventricular infusion at a very low dose, a muscarinic receptor antagonist prevented apnea, bradycardia, and death. We conclude that SUDEP in patients with DS can result from primary central apnea, which can cause bradycardia, presumably via a direct effect of hypoxemia on cardiac muscle.
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Affiliation(s)
- YuJaung Kim
- Department of Neurology and.,Department of Biomedical Engineering, University of Iowa, Iowa City, Iowa, USA
| | | | | | | | - Se Hee Kim
- Division of Pediatric Neurology, Northwestern University, Chicago, Illinois, USA
| | | | - Linda C Laux
- Division of Pediatric Neurology, Northwestern University, Chicago, Illinois, USA
| | | | - Douglas R Nordli
- Division of Pediatric Neurology, Northwestern University, Chicago, Illinois, USA
| | - George B Richerson
- Department of Neurology and.,Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, Iowa, USA.,Neurology Service, Veterans Affairs Medical Center, Iowa City, Iowa, USA
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145
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Vorkapić M, Useinović N, Janković M, Hrnčić D. Heart rate variability processing in epilepsy: The role in detection and prediction of seizures and SUDEP. MEDICINSKI PODMLADAK 2018. [DOI: 10.5937/mp69-18553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022] Open
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146
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Iyer SH, Matthews SA, Simeone TA, Maganti R, Simeone KA. Accumulation of rest deficiency precedes sudden death of epileptic Kv1.1 knockout mice, a model of sudden unexpected death in epilepsy. Epilepsia 2017; 59:92-105. [PMID: 29193044 DOI: 10.1111/epi.13953] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2017] [Indexed: 12/30/2022]
Abstract
OBJECTIVE Chronic sleep deficiency is associated with early mortality. In the epileptic population, there is a higher prevalence of sleep disorders, and individuals with severe refractory epilepsy are at greater risk of premature mortality than the general population. Sudden unexpected death in epilepsy affects 1:1000 cases of epilepsy each year. Ketogenic diet (KD) treatment is one of the few effective options for refractory seizures. Despite KD reducing seizures and increasing longevity in Kv1.1 knockout (KO) mice, they still succumb to sudden death. This study aims to determine whether (1) the rest profiles of KO and KD-treated KO (KOKD) mice resemble each other as a function of either age or proximity to death and (2) the timing of death correlates with acute or chronic changes in rest. METHODS Noninvasive actimetry was used to monitor rest throughout the lives of KO and wild-type (WT) littermates administered standard diet or KD. RESULTS As KO mice age, rest is reduced (P < .0001). Rest is significantly improved in KDKO mice (P < .0001), resembling WT values at several ages. When age is removed as a variable and data are realigned to the day of death, the rest profiles of KO and KOKD groups worsen to similar degrees as a function of proximity to death. The amount of rest acutely is not sensitive to the timing of death, whereas chronic rest deficiency profiles (10-15 days prior to death) of both groups were indistinguishable. Chronic accumulation of rest deficiency over the final 15 days was associated with 75% of deaths. SIGNIFICANCE Our data suggest that the accumulated rest deficiency is associated with sudden death in Kv1.1 KO mice. These data (1) support the proposed clinical hypothesis that chronic sleep deficiency may be associated with early mortality in epileptic patients and (2) warrant future preclinical and clinical studies on sleep monitoring in epileptic patients.
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Affiliation(s)
- Shruthi H Iyer
- Department of Pharmacology, Creighton University School of Medicine, Omaha, NE, USA
| | - Stephanie A Matthews
- Department of Pharmacology, Creighton University School of Medicine, Omaha, NE, USA
| | - Timothy A Simeone
- Department of Pharmacology, Creighton University School of Medicine, Omaha, NE, USA
| | - Rama Maganti
- Department of Neurology, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Kristina A Simeone
- Department of Pharmacology, Creighton University School of Medicine, Omaha, NE, USA
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147
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Purnell BS, Hajek MA, Buchanan GF. Time-of-day influences on respiratory sequelae following maximal electroshock-induced seizures in mice. J Neurophysiol 2017; 118:2592-2600. [PMID: 28794189 PMCID: PMC5668461 DOI: 10.1152/jn.00039.2017] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Revised: 08/07/2017] [Accepted: 08/08/2017] [Indexed: 11/22/2022] Open
Abstract
Sudden unexpected death in epilepsy (SUDEP) is the leading cause of death in refractory epilepsy patients. Although specific mechanisms underlying SUDEP are not well understood, evidence suggests most SUDEP occurs due to seizure-induced respiratory arrest. SUDEP also tends to happen at night. Although this may be due to circumstances in which humans find themselves at night, such as being alone without supervision or sleeping prone, or to independent influences of sleep state, there are a number of reasons why the night (i.e., circadian influences) could be an independent risk factor for SUDEP. We explored this possibility. Adult male WT mice were instrumented for EEG, EMG, and EKG recording and subjected to maximal electroshock (MES) seizures during wakefulness, non-rapid eye movement (NREM) sleep, and rapid eye movement (REM) sleep during the nighttime/dark phase. These data were compared with data collected following seizures induced during the daytime/light phase. Seizures induced during the nighttime were similar in severity and duration to those induced during the daytime; however, seizures induced during the nighttime were associated with a lesser degree of respiratory dysregulation and postictal EEG suppression. Seizures induced during REM sleep during the nighttime were universally fatal, as is seen when seizures are induced during REM during the daytime. Taken together, these data implicate a role for time of day in influencing the physiological consequences of seizures that may contribute to seizure-induced death.NEW & NOTEWORTHY Sudden unexpected death in epilepsy (SUDEP) is the leading cause of death in patients with refractory epilepsy. SUDEP frequently occurs during the night, which has been attributed to an effect of sleep. We have shown that sleep state does indeed influence survival following a seizure. That SUDEP occurs during the night could also implicate a circadian influence. In this study we found that time of day independently affects the physiological consequences of seizures.
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Affiliation(s)
- Benton S Purnell
- Interdisciplinary Graduate Program in Neuroscience, University of Iowa Carver College of Medicine, Iowa City, Iowa
| | - Michael A Hajek
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut
| | - Gordon F Buchanan
- Interdisciplinary Graduate Program in Neuroscience, University of Iowa Carver College of Medicine, Iowa City, Iowa;
- Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, Iowa; and
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut
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148
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Musteata M, Mocanu D, Stanciu GD, Armasu M, Solcan G. Interictal cardiac autonomic nervous system disturbances in dogs with idiopathic epilepsy. Vet J 2017; 228:41-45. [PMID: 29153107 DOI: 10.1016/j.tvjl.2017.10.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2016] [Revised: 10/10/2017] [Accepted: 10/17/2017] [Indexed: 10/18/2022]
Abstract
Autonomic nervous system (ANS) activity in the interictal period (InIp) in dogs with presumed idiopathic epilepsy (pIE) was assessed using heart rate variability (HRV) analysis. The HRVs obtained from 28 pIE dogs with interictal epileptic discharges (InIEd; 11 with treatment and 17 without treatment) detected on electroencephalography (EEG) were compared with those obtained from 13 healthy dogs. On electrocardiographic (ECG) study, the P wave dispersion (PWD; P<0.001), P max (P=0.004) and corrected QT interval (QTc; P=0.025) were significantly increased in the pIE group. On the basis of HRV analysis, the pIE dogs had an increased activity of the parasympathetic component of the ANS, including the percentage of R-R interval (pNN50%) that differs more than 50ms (P=0.011) and high frequency band (HF; P=0.041). Administration of phenobarbitone had no influence on the ANS pattern when pIE subgroups were compared (P>0.05). In InIp, dogs elicited specific conductibility delays of the electrical impulses (increased PWD and QTc interval); these delays are considered to be risk factors for developing severe arrhythmias, such as atrial fibrillation and ventricular tachycardia. When compared with human beings, a different ANS pattern characterised by increased parasympathetic activity was observed, which may influence the therapeutic approach of IE in dogs.
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Affiliation(s)
- M Musteata
- Department of Internal Medicine, Faculty of Veterinary Medicine, University of Agricultural Sciences and Veterinary Medicine 'Ion Ionescu de la Brad' Iaşi, 8 Mihail Sadoveanu Alley, Iaşi RO-700489, Romania
| | - D Mocanu
- Department of Internal Medicine, Faculty of Veterinary Medicine, University of Agricultural Sciences and Veterinary Medicine 'Ion Ionescu de la Brad' Iaşi, 8 Mihail Sadoveanu Alley, Iaşi RO-700489, Romania
| | - G D Stanciu
- Department of Internal Medicine, Faculty of Veterinary Medicine, University of Agricultural Sciences and Veterinary Medicine 'Ion Ionescu de la Brad' Iaşi, 8 Mihail Sadoveanu Alley, Iaşi RO-700489, Romania
| | - M Armasu
- Department of Internal Medicine, Faculty of Veterinary Medicine, University of Agricultural Sciences and Veterinary Medicine 'Ion Ionescu de la Brad' Iaşi, 8 Mihail Sadoveanu Alley, Iaşi RO-700489, Romania
| | - G Solcan
- Department of Internal Medicine, Faculty of Veterinary Medicine, University of Agricultural Sciences and Veterinary Medicine 'Ion Ionescu de la Brad' Iaşi, 8 Mihail Sadoveanu Alley, Iaşi RO-700489, Romania.
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149
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Allen LA, Harper RM, Kumar R, Guye M, Ogren JA, Lhatoo SD, Lemieux L, Scott CA, Vos SB, Rani S, Diehl B. Dysfunctional Brain Networking among Autonomic Regulatory Structures in Temporal Lobe Epilepsy Patients at High Risk of Sudden Unexpected Death in Epilepsy. Front Neurol 2017; 8:544. [PMID: 29085330 PMCID: PMC5650686 DOI: 10.3389/fneur.2017.00544] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2017] [Accepted: 09/27/2017] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Sudden unexpected death in epilepsy (SUDEP) is common among young people with epilepsy. Individuals who are at high risk of SUDEP exhibit regional brain structural and functional connectivity (FC) alterations compared with low-risk patients. However, less is known about network-based FC differences among critical cortical and subcortical autonomic regulatory brain structures in temporal lobe epilepsy (TLE) patients at high risk of SUDEP. METHODS 32 TLE patients were risk-stratified according to the following clinical criteria: age of epilepsy onset, duration of epilepsy, frequency of generalized tonic-clonic seizures, and presence of nocturnal seizures, resulting in 14 high-risk and 18 low-risk cases. Resting-state functional magnetic resonance imaging (rs-fMRI) signal time courses were extracted from 11 bilateral cortical and subcortical brain regions involved in autonomic and other regulatory processes. After computing all pairwise correlations, FC matrices were analyzed using the network-based statistic. FC strength among the 11 brain regions was compared between the high- and low-risk patients. Increases and decreases in FC were sought, using high-risk > low-risk and low-risk > high-risk contrasts (with covariates age, gender, lateralization of epilepsy, and presence of hippocampal sclerosis). RESULTS High-risk TLE patients showed a subnetwork with significantly reduced FC (t = 2.5, p = 0.029) involving the thalamus, brain stem, anterior cingulate, putamen and amygdala, and a second subnetwork with significantly elevated FC (t = 2.1, p = 0.031), which extended to medial/orbital frontal cortex, insula, hippocampus, amygdala, subcallosal cortex, brain stem, thalamus, caudate, and putamen. CONCLUSION TLE patients at high risk of SUDEP showed widespread FC differences between key autonomic regulatory brain regions compared to those at low risk. The altered FC revealed here may help to shed light on the functional correlates of autonomic disturbances in epilepsy and mechanisms involved in SUDEP. Furthermore, these findings represent possible objective biomarkers which could help to identify high-risk patients and enhance SUDEP risk stratification via the use of non-invasive neuroimaging, which would require validation in larger cohorts, with extension to patients with other epilepsies and subjects who succumb to SUDEP.
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Affiliation(s)
- Luke A Allen
- Institute of Neurology, University College London, London, United Kingdom.,Epilepsy Society, Chalfont St. Peter, United Kingdom.,The Center for SUDEP Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States
| | - Ronald M Harper
- The Center for SUDEP Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States.,Department of Neurobiology, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States.,UCLA Brain Research Institute, Los Angeles, CA, United States
| | - Rajesh Kumar
- The Center for SUDEP Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States.,UCLA Brain Research Institute, Los Angeles, CA, United States.,Department of Anaesthesiology, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States.,Department of Radiological Sciences, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States.,Department of Bioengineering, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States
| | - Maxime Guye
- Aix Marseille University, CNRS, CRMBM UMR 7339, Marseille, France
| | - Jennifer A Ogren
- The Center for SUDEP Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States.,Department of Neurobiology, David Geffen School of Medicine at UCLA, Los Angeles, CA, United States
| | - Samden D Lhatoo
- The Center for SUDEP Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States.,Epilepsy Centre, Neurological Institute, University Hospitals Case Medical Centre, Cleveland, OH, United States
| | - Louis Lemieux
- Institute of Neurology, University College London, London, United Kingdom.,Epilepsy Society, Chalfont St. Peter, United Kingdom
| | - Catherine A Scott
- Institute of Neurology, University College London, London, United Kingdom.,The Center for SUDEP Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States
| | - Sjoerd B Vos
- Epilepsy Society, Chalfont St. Peter, United Kingdom.,The Center for SUDEP Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States.,Translational Imaging Group, University College London, London, United Kingdom
| | - Sandhya Rani
- The Center for SUDEP Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States.,Epilepsy Centre, Neurological Institute, University Hospitals Case Medical Centre, Cleveland, OH, United States
| | - Beate Diehl
- Institute of Neurology, University College London, London, United Kingdom.,Epilepsy Society, Chalfont St. Peter, United Kingdom.,The Center for SUDEP Research, National Institute of Neurological Disorders and Stroke, Bethesda, MD, United States
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150
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Pavei J, Heinzen RG, Novakova B, Walz R, Serra AJ, Reuber M, Ponnusamy A, Marques JLB. Early Seizure Detection Based on Cardiac Autonomic Regulation Dynamics. Front Physiol 2017; 8:765. [PMID: 29051738 PMCID: PMC5633833 DOI: 10.3389/fphys.2017.00765] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2017] [Accepted: 09/19/2017] [Indexed: 01/08/2023] Open
Abstract
Epilepsy is a neurological disorder that causes changes in the autonomic nervous system. Heart rate variability (HRV) reflects the regulation of cardiac activity and autonomic nervous system tone. The early detection of epileptic seizures could foster the use of new treatment approaches. This study presents a new methodology for the prediction of epileptic seizures using HRV signals. Eigendecomposition of HRV parameter covariance matrices was used to create an input for a support vector machine (SVM)-based classifier. We analyzed clinical data from 12 patients (9 female; 3 male; age 34.5 ± 7.5 years), involving 34 seizures and a total of 55.2 h of interictal electrocardiogram (ECG) recordings. Data from 123.6 h of ECG recordings from healthy subjects were used to test false positive rate per hour (FP/h) in a completely independent data set. Our methodological approach allowed the detection of impending seizures from 5 min to just before the onset of a clinical/electrical seizure with a sensitivity of 94.1%. The FP rate was 0.49 h−1 in the recordings from patients with epilepsy and 0.19 h−1 in the recordings from healthy subjects. Our results suggest that it is feasible to use the dynamics of HRV parameters for the early detection and, potentially, the prediction of epileptic seizures.
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Affiliation(s)
- Jonatas Pavei
- Department of Electrical and Electronic Engineering, Institute of Biomedical Engineering, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Renan G Heinzen
- Department of Electrical and Electronic Engineering, Institute of Biomedical Engineering, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Barbora Novakova
- Department of Neurology and Clinical Neurophysiology, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, University of Sheffield, Sheffield, United Kingdom
| | - Roger Walz
- Neurology Unit, Department of Clinical Medicine, Federal University of Santa Catarina, Florianópolis, Brazil
| | - Andrey J Serra
- Biophotonic Laboratory, Nove de Julho University, São Paulo, Brazil
| | - Markus Reuber
- Department of Neurology and Clinical Neurophysiology, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, University of Sheffield, Sheffield, United Kingdom
| | - Athi Ponnusamy
- Department of Neurology and Clinical Neurophysiology, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, University of Sheffield, Sheffield, United Kingdom
| | - Jefferson L B Marques
- Department of Electrical and Electronic Engineering, Institute of Biomedical Engineering, Federal University of Santa Catarina, Florianópolis, Brazil
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