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Basem J, Mani R, Sun S, Gilotra K, Dianati-Maleki N, Dashti R. Clinical applications of artificial intelligence and machine learning in neurocardiology: a comprehensive review. Front Cardiovasc Med 2025; 12:1525966. [PMID: 40248254 PMCID: PMC12003416 DOI: 10.3389/fcvm.2025.1525966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 03/20/2025] [Indexed: 04/19/2025] Open
Abstract
Neurocardiology is an evolving field focusing on the interplay between the nervous system and cardiovascular system that can be used to describe and understand many pathologies. Acute ischemic stroke can be understood through this framework of an interconnected, reciprocal relationship such that ischemic stroke occurs secondary to cardiac pathology (the Heart-Brain axis), and cardiac injury secondary to various neurological disease processes (the Brain-Heart axis). The timely assessment, diagnosis, and subsequent management of cerebrovascular and cardiac diseases is an essential part of bettering patient outcomes and the progression of medicine. Artificial intelligence (AI) and machine learning (ML) are robust areas of research that can aid diagnostic accuracy and clinical decision making to better understand and manage the disease of neurocardiology. In this review, we identify some of the widely utilized and upcoming AI/ML algorithms for some of the most common cardiac sources of stroke, strokes of undetermined etiology, and cardiac disease secondary to stroke. We found numerous highly accurate and efficient AI/ML products that, when integrated, provided improved efficacy for disease prediction, identification, prognosis, and management within the sphere of stroke and neurocardiology. In the focus of cryptogenic strokes, there is promising research elucidating likely underlying cardiac causes and thus, improved treatment options and secondary stroke prevention. While many algorithms still require a larger knowledge base or manual algorithmic training, AI/ML in neurocardiology has the potential to provide more comprehensive healthcare treatment, increase access to equitable healthcare, and improve patient outcomes. Our review shows an evident interest and exciting new frontier for neurocardiology with artificial intelligence and machine learning.
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Affiliation(s)
- Jade Basem
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States
| | - Racheed Mani
- Department of Neurology, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Scott Sun
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States
| | - Kevin Gilotra
- Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, United States
| | - Neda Dianati-Maleki
- Department of Medicine, Division of Cardiovascular Medicine, Stony Brook University Hospital, Stony Brook, NY, United States
| | - Reza Dashti
- Department of Neurosurgery, Stony Brook University Hospital, Stony Brook, NY, United States
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Zhang R, Hong J, Zheng X, Chen S, Lin L, Xiao Y. Effects of poststroke heart rate variability on the neurological impairment severity and the prognosis among patients with ischaemic stroke: a scoping review. BMJ Open 2025; 15:e092826. [PMID: 40132838 PMCID: PMC11934371 DOI: 10.1136/bmjopen-2024-092826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 02/24/2025] [Indexed: 03/27/2025] Open
Abstract
OBJECTIVES Changes in poststroke heart rate variability (HRV) might be helpful for early identification of patients with neurological impairment and poor prognosis, which could allow for early intervention to reduce adverse outcomes. The aim of this study is to perform a scoping review to identify the influence of poststroke HRV on the neurological impairment severity and the prognosis among patients with ischaemic stroke (IS). DESIGN The study design allows us to examine existing research, identify the research gaps and target the important areas for future research. In the search and report process, the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews guidelines and checklist were used. DATA SOURCES Three databases (PubMed, Web of Science and Ovid MEDLINE (Ovid)) were searched before December 2023. ELIGIBILITY CRITERIA FOR SELECTING STUDIES The literature related to the topic of this study was mainly included, and the articles were excluded if they only focused on cerebral haemorrhage or were reviews, guidelines, books, etc. DATA EXTRACTION AND SYNTHESIS: Descriptive analysis was used to display the distribution of the included studies and then the summary method was adopted for further analysing. RESULTS 3251 articles that may be related to the scoping review topic were screened. After title and abstract screening and full-text reading, 21 records were finally included. Whether at discharge (n=6) or after follow-up (n=11), it was found that when the SD of all normal-to-normal intervals (SDNN) or the SD of the averages of normal-to-normal intervals decreased, the neurological impairment severity would be increased, including dysarthria, aphasia and hemiplegia. The root mean square of successive differences, the ratio of low frequency to high frequency and the high frequency were valuable predictors for the occurrence of adverse cardiocerebrovascular events. And the poor prognosis among patients with IS might be influenced by SDNN. CONCLUSION This scoping review confirmed that post-IS HRV indicators can predict neurological impairment and prognosis of patients with stroke, highlighting a potential direction for early intervention. Large independent cohorts should be used to evaluate the predictive performance, reliability and potential limitations of these indicators in the future, and it will be important to explore interventions that make HRV change.
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Affiliation(s)
- Ruiying Zhang
- Department of Neurology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
- Shantou University Medical College, Shantou, Guangdong, China
| | - Jianan Hong
- Shantou University Medical College, Shantou, Guangdong, China
- Department of Cardiology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Xiaoting Zheng
- Department of Intensive Care, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Shuying Chen
- Department of Neurology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Liling Lin
- Department of Neurology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
| | - Yingxiu Xiao
- Department of Neurology, The First Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China
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Cheng Z, Li Q, Zou X, Zhong Z, Ouyang Q, Gan C, Yi F, Luo Y, Mao Y, Yao D. Cyclic Alternating Pattern of EEG Activities and Heart Rate Variability in Parkinson's Disease Patients during Deep Sleep. J Integr Neurosci 2025; 24:26397. [PMID: 40152575 DOI: 10.31083/jin26397] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 12/22/2024] [Accepted: 12/25/2024] [Indexed: 03/29/2025] Open
Abstract
BACKGROUND Sleep disturbance and autonomic dysfunction are often found in Parkinson's disease (PD) patients, but little is known about changes in cyclic alternating patterns (CAPs) of electroencephalographic (EEG) activities and heart rate variability (HRV) during deep sleep in PD patients. OBJECTIVES To investigate changes in EEG activities and HRV during CAPs and non-CAPs (NCAPs) of N3 sleep in PD patients. METHODS Polysomnographic (PSG) examinations were carried out on 18 PD patients and 18 healthy controls, and power spectral analysis of EEG activities and HRV during CAPs and NCAPs (the segment of sleep without CAPs for more than 60 seconds) of N3 sleep were carried out. RESULTS The percentages of N3 sleep with CAPs and CAP A1, as well as the CAP A1 index in the PD patients, were significantly smaller compared with the healthy controls. In addition, the power of α waves in NCAPs was significantly higher, while the powers of δ waves in Phase A and B of CAP A1 and A3, and NCAPs were significantly smaller. Furthermore, the durations of total δ waves and δ waves with an amplitude ≥75 μV were significantly shorter, and the low frequency (LF) power of HRV during CAPs and the LF/high frequency (HF) HRV ratio during both CAPs and NCAPs were significantly smaller. CONCLUSIONS The changes documented in EEG activities and HRV in PD patients during CAPs and NCAPs of N3 sleep compared with healthy controls suggest that N3 sleep quality and sympathetic function are compromised in PD patients.
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Affiliation(s)
- Zilin Cheng
- Neurological Institute of Jiangxi Province and Department of Neurology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, and Xiangya Hospital of Central South University at Jiangxi, 330038 Nanchang, Jiangxi, China
- Queen Mary College, Nanchang University, 330031 Nanchang, Jiangxi, China
| | - Qi Li
- Neurological Institute of Jiangxi Province and Department of Neurology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, and Xiangya Hospital of Central South University at Jiangxi, 330038 Nanchang, Jiangxi, China
| | - Xueliang Zou
- Department of Psychology, Jiangxi Mental Hospital, Nanchang University, 330029 Nanchang, Jiangxi, China
| | - Zhijun Zhong
- Neurological Institute of Jiangxi Province and Department of Neurology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, and Xiangya Hospital of Central South University at Jiangxi, 330038 Nanchang, Jiangxi, China
| | - Qian Ouyang
- Neurological Institute of Jiangxi Province and Department of Neurology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, and Xiangya Hospital of Central South University at Jiangxi, 330038 Nanchang, Jiangxi, China
| | - Chunmei Gan
- Neurological Institute of Jiangxi Province and Department of Neurology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, and Xiangya Hospital of Central South University at Jiangxi, 330038 Nanchang, Jiangxi, China
| | - Fang Yi
- Neurological Institute of Jiangxi Province and Department of Neurology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, and Xiangya Hospital of Central South University at Jiangxi, 330038 Nanchang, Jiangxi, China
| | - Yaxing Luo
- Neurological Institute of Jiangxi Province and Department of Neurology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, and Xiangya Hospital of Central South University at Jiangxi, 330038 Nanchang, Jiangxi, China
| | - Yuhao Mao
- Neurological Institute of Jiangxi Province and Department of Neurology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, and Xiangya Hospital of Central South University at Jiangxi, 330038 Nanchang, Jiangxi, China
- Queen Mary College, Nanchang University, 330031 Nanchang, Jiangxi, China
| | - Dongyuan Yao
- Neurological Institute of Jiangxi Province and Department of Neurology, Jiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, and Xiangya Hospital of Central South University at Jiangxi, 330038 Nanchang, Jiangxi, China
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van den Brink WJ, Oosterman JE, Smid DJ, de Vries HJ, Atsma DE, Overeem S, Wopereis S. Sleep as a window of cardiometabolic health: The potential of digital sleep and circadian biomarkers. Digit Health 2025; 11:20552076241288724. [PMID: 39980570 PMCID: PMC11840856 DOI: 10.1177/20552076241288724] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 09/13/2024] [Indexed: 02/22/2025] Open
Abstract
Digital biomarkers are quantifiable and objective indicators of a person's physiological function, behavioral state or treatment response, that can be captured using connected sensor technologies such as wearable devices and mobile apps. We envision that continuous and 24-h monitoring of the underlying physiological and behavioral processes through digital biomarkers can enhance early diagnostics, disease management, and self-care of cardiometabolic diseases. Cardiometabolic diseases, which include a combination of cardiovascular and metabolic disorders, represent an emerging global health threat. The prevention potential of cardiometabolic diseases is around 80%, indicating a promising role for interventions in the lifestyle and/or the environmental context. Disruption of sleep and circadian rhythms are increasingly recognized as risk factors for cardiometabolic disease. Digital biomarkers can be used to measure around the clock, that is, day and night, to quantify not only sleep patterns but also diurnal fluctuations of certain biomarkers and processes. In this way, digital biomarkers can support the delivery of optimal timed medical care. Night-time cardiometabolic patterns, such as blood pressure dipping, are predictive of cardiometabolic health outcomes. In addition, the sleep period provides an opportunity for digital cardiometabolic health monitoring with relatively low influence of artifacts, such as physical activity and eating. Digital biomarkers that utilize sleep as a window of health can be used during daily life to enable early diagnosis of cardiometabolic diseases, facilitate remote patient monitoring, and support self-management in people with cardiometabolic diseases. This review describes the influence of sleep and circadian rhythms on cardiometabolic disease and highlights the state-of-the-art sleep and circadian digital biomarkers which could be of benefit in the prevention of cardiometabolic disease.
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Affiliation(s)
- Willem J van den Brink
- Research Group Microbiology and Systems Biology, Netherlands Organization for Applied Scientific Research (TNO), Leiden, The Netherlands
| | - Johanneke E Oosterman
- Research Group Microbiology and Systems Biology, Netherlands Organization for Applied Scientific Research (TNO), Leiden, The Netherlands
| | - Dagmar J Smid
- Research Group Microbiology and Systems Biology, Netherlands Organization for Applied Scientific Research (TNO), Leiden, The Netherlands
| | - Herman J de Vries
- Research Group Learning & Workforce Development, Netherlands Organisation for Applied Scientific Research (TNO), Soesterberg, The Netherlands
| | - Douwe E Atsma
- Department of Cardiology, Leiden University Medical Centre, Leiden, The Netherlands
| | - Sebastiaan Overeem
- Sleep Medicine Center Kempenhaeghe, Heeze, The Netherlands
- Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands
| | - Suzan Wopereis
- Research Group Microbiology and Systems Biology, Netherlands Organization for Applied Scientific Research (TNO), Leiden, The Netherlands
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Kiloatar H, Aydogdu Delibay A, Gokpinar HH. The effect of motor imagery and action observation on autonomic functions in patients with chronic stroke. Top Stroke Rehabil 2024; 31:713-722. [PMID: 38423801 DOI: 10.1080/10749357.2024.2322884] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 02/10/2024] [Indexed: 03/02/2024]
Abstract
OBJECTIVES This study aimed to investigate the effects of motor imagery (MI), action observation (AO), and action execution (AE) interventions on the autonomic nervous system (ANS) in individuals with chronic stroke. METHODS This was a single-center, randomized, case-control study. Thirty-six patients were randomly assigned to MI (n = 10), AO (n = 15), and the AE group (n = 11). Heart rate (HR)-based measurements (HR, heart rate variability (HRV)) and blood pressure were evaluated before the practice of each group. In the MI group, participants were instructed to imagine themselves walking at their own comfortable pace for 5 minutes. Meanwhile, in the AO group, participants were shown a video of a person walking for 5 minutes. Finally, in the AE group, participants were instructed to actually walk for 5 minutes. Then, all measurements were taken again. RESULTS A statistically significant difference was found in HR and mean RR interval within the AE group (p < 0.05). There was a statistically significant difference in the Root Mean Square of Successive Differences Between Normal Heartbeats (RMSSD) (ms) within the AO group (p < 0.05). There was a significant difference in HR and mean RR intervals (ms) between groups (p < 0.05). According to post-hoc analyses, HR was statistically significantly higher in the AE group compared to the other groups, and the mean RR interval was statistically significantly lower (p < 0.05). CONCLUSIONS In conclusion, in patients with chronic stroke, AE and AO may affect ANS by increasing sympathetic activation. It is recommended for future studies to evaluate whether patients actually engage in imagery during the MI task.
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Affiliation(s)
- Humeyra Kiloatar
- Department of Physiotherapy and Rehabilitation, Faculty of Health Science, Kutahya Health Sciences University, Kutahya, Türkiye
| | - Aylin Aydogdu Delibay
- Department of Physiotherapy and Rehabilitation, Faculty of Health Science, Kutahya Health Sciences University, Kutahya, Türkiye
| | - Hasan Huseyin Gokpinar
- Department of Physical Medicine and Rehabilitation, Faculty of Medicine, Kutahya Health Sciences University, Kutahya, Türkiye
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Rohner MH, Gebhard C, Luft A, Hänsel M, Wegener S. Cardiac Findings Following Cerebrovascular Disease. J Am Heart Assoc 2024; 13:e034131. [PMID: 39190586 PMCID: PMC11646524 DOI: 10.1161/jaha.124.034131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2024] [Accepted: 06/05/2024] [Indexed: 08/29/2024]
Abstract
BACKGROUND Accumulating evidence suggests that cardiac findings after stroke are an important, yet understudied, manifestation of brain-heart interactions. Our aim was to investigate and compare cardiac findings after different cerebrovascular events (acute ischemic stroke, transient ischemic attack, and hemorrhagic stroke). METHODS AND RESULTS There were 7113 patients screened who were treated between December 2013 and December 2020 at the University Hospital Zurich for ischemic stroke, transient ischemic attack, and hemorrhagic stroke. Seven hundred twenty-one patients without evidence of previous cardiac disease or presumed cardioembolic origin of their cerebrovascular disease and with at least 1 cardiac checkup were included. Clinical reports from the year following disease onset were screened for new cardiac findings, which were categorized as arrhythmia/electrocardiographic changes, myocardial alterations, valvular abnormalities, and coronary perfusion insufficiency. Differences in proportions of findings among groups were analyzed using the Pearson χ2 test or Fisher exact test. ECG changes were observed in 81.7% (n=474) of patients with ischemic stroke, 71.4% (n=70) of patients with transient ischemic attack, and 55.8% (n=24) of patients with hemorrhagic stroke (P<0.001). Myocardial alterations occurred often in all 3 groups (60.9% ischemic stroke [n=353], 59.2% transient ischemic attack [n=58], 44.2% hemorrhagic stroke [n=19]; P=0.396). CONCLUSIONS Cardiac findings are frequent in patients with cerebrovascular disease, even without prior cardiac problems or suspected cardiac cause. Similarities, especially between patients with ischemic stroke and transient ischemic attack, were observed. Our data suggest that all patients with acute cerebrovascular events should receive thorough workup searching for cardiac manifestations.
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Affiliation(s)
- Marco H. Rohner
- Department of NeurologyUniversity Hospital Zurich and University of ZurichZurichSwitzerland
| | - Catherine Gebhard
- Department of CardiologyInselspital Bern University HospitalBernSwitzerland
| | - Andreas Luft
- Department of NeurologyUniversity Hospital Zurich and University of ZurichZurichSwitzerland
- Cereneo, Center for Neurology and RehabilitationVitznauSwitzerland
| | - Martin Hänsel
- Department of NeurologyUniversity Hospital Zurich and University of ZurichZurichSwitzerland
| | - Susanne Wegener
- Department of NeurologyUniversity Hospital Zurich and University of ZurichZurichSwitzerland
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Tenberg A, Tahara N, Grewal A, Herrera A, Klein LM, Lebo R, Zink EK, Bahouth MN. Dysautonomia and activity in the early stroke recovery period. Neurol Sci 2024; 45:2505-2521. [PMID: 38246939 DOI: 10.1007/s10072-023-07289-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 12/22/2023] [Indexed: 01/23/2024]
Abstract
Maintaining cerebral perfusion in the early stages of recovery after stroke is paramount. Autoregulatory function may be impaired during this period leaving cerebral perfusion directly reliant on intravascular volume and blood pressure (BP) with increased risk for expanding cerebral infarction during periods of low BP and hemorrhagic transformation during BP elevations. We suspected that dysautonomia is common during the acute period related to both pre-existing vascular risk factors and potentially independent of such conditions. Thus, we sought to understand the state of the science specific to dysautonomia and acute stroke. The scoping review search included multiple databases and key terms related to acute stroke and dysautonomia. The team employed a rigorous review process to identify, evaluate, and summarize relevant literature. We additionally summarized common clinical approaches used to detect dysautonomia at the bedside. The purpose of this scoping review is to understand the state of the science for the identification, treatment, and impact of dysautonomia on acute stroke patient outcomes. There is a high prevalence of dysautonomia among persons with stroke, though there is significant variability in the type of measures and definitions used to diagnose dysautonomia. While dysautonomia appears to be associated with poor functional outcome and post-stroke complications, there is a paucity of high-quality evidence, and generalizability is limited by heterogenous approaches to these studies. There is a need to establish common definitions, standard measurement tools, and a roadmap for incorporating these measures into clinical practice so that larger studies can be conducted.
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Affiliation(s)
- Amelia Tenberg
- Brain Rescue Unit, Department of Neurology, Johns Hopkins School of Medicine, 600 N Wolfe St; Phipps 486, Baltimore, MD, 21287, USA
| | - Nozomi Tahara
- Department of Neuroscience Nursing, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Amit Grewal
- Department of Physical Medicine and Rehabilitation, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Alison Herrera
- Department of Physical Medicine and Rehabilitation, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Lisa M Klein
- Department of Neuroscience Nursing, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Rachael Lebo
- Johns Hopkins School of Medicine Welch Medical Library, Baltimore, MD, USA
| | - Elizabeth K Zink
- Brain Rescue Unit, Department of Neurology, Johns Hopkins School of Medicine, 600 N Wolfe St; Phipps 486, Baltimore, MD, 21287, USA
- Department of Neuroscience Nursing, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Mona N Bahouth
- Brain Rescue Unit, Department of Neurology, Johns Hopkins School of Medicine, 600 N Wolfe St; Phipps 486, Baltimore, MD, 21287, USA.
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Fu Z, Ma X, Zhao X, Du X, Wan Y. Associations between Total Atherosclerosis Burden of Baroreceptor-Resident Arteries and ECG Abnormalities after Acute Ischemic Stroke. Brain Sci 2024; 14:505. [PMID: 38790483 PMCID: PMC11118932 DOI: 10.3390/brainsci14050505] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Revised: 05/10/2024] [Accepted: 05/14/2024] [Indexed: 05/26/2024] Open
Abstract
Electrocardiogram (ECG) abnormalities are the most common cardiac complications after acute ischemic stroke (AIS) and predict poor outcomes. The arterial baroreflex is an essential determinant of cardiovascular autonomic regulation, with receptors mainly residing in carotid sinuses and aortic arch. The atherosclerosis of these baroreceptor-resident arteries (BRA) is very common in AIS patients and might impair baroreflex function. However, the associations between the atherosclerosis of BRA and ECG abnormalities after AIS are still unknown. In total, 228 AIS patients within 7 days after onset without a pre-existing heart disease were prospectively recruited. With computed tomography angiography, atherosclerosis conditions in 10 segments of the carotid sinuses and aortic arch were scored and summed as the Total Atherosclerosis Burden of BRA (TAB-BRA), and asymptomatic coronary artery stenosis (ACAS) ≥50% was simultaneously assessed. We performed 12-lead ECG to dynamically detect abnormal repolarization, and 24 h Holter ECG to monitor arrhythmias and heart rate variability (HRV) parameters, which are reliable indicators to assess cardiac autonomic function. We found that TAB-BRA was positively associated with abnormal repolarization (OR 1.09; CI% 1.03-1.16; p = 0.003) and serious cardiac arrhythmias (OR 1.08; CI% 1.01-1.15; p = 0.021). In addition, TAB-BRA was an important predictor of abnormal repolarization, persisting over 3 days (OR 1.17; CI% 1.05-1.30; p = 0.003). However, ACAS ≥ 50% did not relate to these ECG abnormalities. TAB-BRA was negatively correlated with parasympathetic-related HRV parameters. Our results indicated that AIS patients with a high TAB-BRA are more likely to have ECG abnormalities and delayed normalization, which may relate to the decreased cardiac parasympathetic activity, but not the accompanied ACAS ≥ 50%.
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Affiliation(s)
- Zhiyong Fu
- Department of Neurology, Xuanwu Hospital, Capital Medical University, No. 45 Changchun St., Beijing 100053, China
- National Clinical Research Center for Geriatric Disorders, Beijing 100053, China
- Clinical Center for Cardio-Cerebrovascular Disease, Capital Medical University, Beijing 100053, China
| | - Xin Ma
- Department of Neurology, Xuanwu Hospital, Capital Medical University, No. 45 Changchun St., Beijing 100053, China
- National Clinical Research Center for Geriatric Disorders, Beijing 100053, China
- Clinical Center for Cardio-Cerebrovascular Disease, Capital Medical University, Beijing 100053, China
| | - Xiaoxi Zhao
- Department of Neurology, Xuanwu Hospital, Capital Medical University, No. 45 Changchun St., Beijing 100053, China
- National Clinical Research Center for Geriatric Disorders, Beijing 100053, China
- Clinical Center for Cardio-Cerebrovascular Disease, Capital Medical University, Beijing 100053, China
| | - Xiangying Du
- Department of Radiology, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Yungao Wan
- Department of Cardiology, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
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Bai X, Wang N, Si Y, Liu Y, Yin P, Xu C. The Clinical Characteristics of Heart Rate Variability After Stroke: A Systematic Review. Neurologist 2024; 29:133-141. [PMID: 38042172 DOI: 10.1097/nrl.0000000000000540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2023]
Abstract
The autonomic nervous system dysfunction has been reported in up to 76% of stroke patients 7 days after an acute stroke. Heart rate variability (HRV) is one of the important indicators reflecting the balance of sympathetic and parasympathetic nerves. Therefore, we performed a systematic literature review of existing literature on the association between heart rate variability and the different types of stroke. We included studies published in the last 32 years (1990 to 2022). The electronic databases MEDLINE and PubMed were searched. We selected the research that met the inclusion or exclusion criteria. A narrative synthesis was performed. This review aimed to summarize evidence regarding the potential mechanism of heart rate variability among patients after stroke. In addition, the association of clinical characteristics of heart rate variability and stroke has been depicted. The review further discussed the relationship between post-stroke infection and heart rate variability, which could assist in curbing clinical infection in patients with stroke. HRVas a noninvasive clinical monitoring tool can quantitatively assess the changes in autonomic nervous system activity and further predict the outcome of stroke. HRV could play an important role in guiding the clinical practice for autonomic nervous system disorder after stroke.
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Affiliation(s)
- Xue Bai
- Department of Cardiov ascular Surgery
| | - Na Wang
- Department of Cardiology, Daping Hospital, The Third Military Medical University
- Chongqing Institute of Cardiology & Chongqing Key Laboratory of Hypertension Research, Chongqing, China
| | - Yueqiao Si
- Department of Cardiology, Daping Hospital, The Third Military Medical University
- Chongqing Institute of Cardiology & Chongqing Key Laboratory of Hypertension Research, Chongqing, China
| | - Yunchang Liu
- Department of Cardiology, Daping Hospital, The Third Military Medical University
- Chongqing Institute of Cardiology & Chongqing Key Laboratory of Hypertension Research, Chongqing, China
| | - Ping Yin
- Department of Cardiology, Daping Hospital, The Third Military Medical University
- Chongqing Institute of Cardiology & Chongqing Key Laboratory of Hypertension Research, Chongqing, China
| | - Chunmei Xu
- Department of Cardiology, Daping Hospital, The Third Military Medical University
- Chongqing Institute of Cardiology & Chongqing Key Laboratory of Hypertension Research, Chongqing, China
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Nithesh Kumar H, Jeevanandham S, Shankar Ganesh M, Ashmi Sabana M, Manivasakam P. Emerging Strategies and Effective Prevention Measures for Investigating the Association Between Stroke and Sudden Cardiac Fatality. Curr Cardiol Rev 2024; 20:35-44. [PMID: 38310557 PMCID: PMC11284691 DOI: 10.2174/011573403x259676231222053709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 10/19/2023] [Accepted: 11/17/2023] [Indexed: 02/06/2024] Open
Abstract
Stroke-related cardiac death is a significant concern for patients with stroke and their healthcare providers. It is a complex and multifaceted condition that requires careful management of both modifiable and non-modifiable risk factors. This review provides an overview of the pathophysiology, risk factors, and prevention strategies for stroke-related cardiac death. The review highlights the importance of identifying and managing modifiable risk factors such as hypertension, diabetes, and lifestyle factors, as well as non-modifiable risk factors such as age and genetics. Additionally, the review explores emerging strategies for prevention, including the use of wearable devices and genetic testing to identify patients at risk, stem cell therapy and gene therapy for cardiac dysfunction, and precision medicine for personalized treatment plans. Despite some limitations to this review, it provides valuable insights into the current understanding of stroke-related cardiac death and identifies important areas for future research. Ultimately, the implementation of evidence-based prevention strategies and personalized treatment plans has the potential to improve outcomes for patients with stroke and reduce the burden of stroke-related cardiac death in the population.
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Affiliation(s)
| | - S. Jeevanandham
- Pharmacy Practice, JKKN College of Pharmacy, Namakkal, India
| | | | - M. Ashmi Sabana
- Pharmacy Practice, JKKN College of Pharmacy, Namakkal, India
| | - P. Manivasakam
- Pharmacy Practice, JKKN College of Pharmacy, Namakkal, India
- Department of Pharmaceutics, Vellalar College of Pharmacy, Erode, India
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11
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Orgianelis I, Merkouris E, Kitmeridou S, Tsiptsios D, Karatzetzou S, Sousanidou A, Gkantzios A, Christidi F, Polatidou E, Beliani A, Tsiakiri A, Kokkotis C, Iliopoulos S, Anagnostopoulos K, Aggelousis N, Vadikolias K. Exploring the Utility of Autonomic Nervous System Evaluation for Stroke Prognosis. Neurol Int 2023; 15:661-696. [PMID: 37218981 DOI: 10.3390/neurolint15020042] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2023] [Revised: 05/09/2023] [Accepted: 05/15/2023] [Indexed: 05/24/2023] Open
Abstract
Stroke is a major cause of functional disability and is increasing in frequency. Therefore, stroke prognosis must be both accurate and timely. Among other biomarkers, heart rate variability (HRV) is investigated in terms of prognostic accuracy within stroke patients. The literature research of two databases (MEDLINE and Scopus) is performed to trace all relevant studies published within the last decade addressing the potential utility of HRV for stroke prognosis. Only the full-text articles published in English are included. In total, forty-five articles have been traced and are included in the present review. The prognostic value of biomarkers of autonomic dysfunction (AD) in terms of mortality, neurological deterioration, and functional outcome appears to be within the range of known clinical variables, highlighting their utility as prognostic tools. Moreover, they may provide additional information regarding poststroke infections, depression, and cardiac adverse events. AD biomarkers have demonstrated their utility not only in the setting of acute ischemic stroke but also in transient ischemic attack, intracerebral hemorrhage, and traumatic brain injury, thus representing a promising prognostic tool whose clinical application may greatly facilitate individualized stroke care.
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Affiliation(s)
- Ilias Orgianelis
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Ermis Merkouris
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Sofia Kitmeridou
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Dimitrios Tsiptsios
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Stella Karatzetzou
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Anastasia Sousanidou
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Aimilios Gkantzios
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Foteini Christidi
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Efthymia Polatidou
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Anastasia Beliani
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Anna Tsiakiri
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Christos Kokkotis
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Greece
| | - Stylianos Iliopoulos
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Greece
| | | | - Nikolaos Aggelousis
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Greece
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12
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Nelde A, Klammer MG, Nolte CH, Stengl H, Krämer M, von Rennenberg R, Meisel A, Scheibe F, Endres M, Scheitz JF, Meisel C. Data lake-driven analytics identify nocturnal non-dipping of heart rate as predictor of unfavorable stroke outcome at discharge. J Neurol 2023:10.1007/s00415-023-11718-x. [PMID: 37079032 DOI: 10.1007/s00415-023-11718-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Revised: 04/06/2023] [Accepted: 04/07/2023] [Indexed: 04/21/2023]
Abstract
BACKGROUND Post-stroke heart rate (HR) and heart rate variability (HRV) changes have been proposed as outcome predictors after stroke. We used data lake-enabled continuous electrocardiograms to assess post-stroke HR and HRV, and to determine the utility of HR and HRV to improve machine learning-based predictions of stroke outcome. METHODS In this observational cohort study, we included stroke patients admitted to two stroke units in Berlin, Germany, between October 2020 and December 2021 with final diagnosis of acute ischemic stroke or acute intracranial hemorrhage and collected continuous ECG data through data warehousing. We created circadian profiles of several continuously recorded ECG parameters including HR and HRV parameters. The pre-defined primary outcome was short-term unfavorable functional outcome after stroke indicated through modified Rankin Scale (mRS) score of > 2. RESULTS We included 625 stroke patients, 287 stroke patients remained after matching for age and National Institute of Health Stroke Scale (NIHSS; mean age 74.5 years, 45.6% female, 88.9% ischemic, median NIHSS 5). Both higher HR and nocturnal non-dipping of HR were associated with unfavorable functional outcome (p < 0.01). The examined HRV parameters were not associated with the outcome of interest. Nocturnal non-dipping of HR ranked highly in feature importance of various machine learning models. CONCLUSIONS Our data suggest that a lack of circadian HR modulation, specifically nocturnal non-dipping, is associated with short-term unfavorable functional outcome after stroke, and that including HR into machine learning-based prediction models may lead to improved stroke outcome prediction.
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Affiliation(s)
- Alexander Nelde
- Department of Neurology with Experimental Neurology, Charité-Universitätsmedizin Berlin, Bonhoefferweg 3, 10117, Berlin, Germany
| | - Markus G Klammer
- Department of Neurology with Experimental Neurology, Charité-Universitätsmedizin Berlin, Bonhoefferweg 3, 10117, Berlin, Germany
- Center for Stroke Research Berlin, Berlin, Germany
| | - Christian H Nolte
- Department of Neurology with Experimental Neurology, Charité-Universitätsmedizin Berlin, Bonhoefferweg 3, 10117, Berlin, Germany
- Center for Stroke Research Berlin, Berlin, Germany
- Berlin Institute of Health, Berlin, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
| | - Helena Stengl
- Department of Neurology with Experimental Neurology, Charité-Universitätsmedizin Berlin, Bonhoefferweg 3, 10117, Berlin, Germany
- Center for Stroke Research Berlin, Berlin, Germany
- Berlin Institute of Health, Berlin, Germany
| | | | - Regina von Rennenberg
- Department of Neurology with Experimental Neurology, Charité-Universitätsmedizin Berlin, Bonhoefferweg 3, 10117, Berlin, Germany
- Center for Stroke Research Berlin, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE), Partner Site Berlin, Berlin, Germany
| | - Andreas Meisel
- Department of Neurology with Experimental Neurology, Charité-Universitätsmedizin Berlin, Bonhoefferweg 3, 10117, Berlin, Germany
- Center for Stroke Research Berlin, Berlin, Germany
- Berlin Institute of Health, Berlin, Germany
- NeuroCure Clinical Research Center, Berlin, Germany
| | - Franziska Scheibe
- Department of Neurology with Experimental Neurology, Charité-Universitätsmedizin Berlin, Bonhoefferweg 3, 10117, Berlin, Germany
- NeuroCure Cluster of Excellence, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Matthias Endres
- Department of Neurology with Experimental Neurology, Charité-Universitätsmedizin Berlin, Bonhoefferweg 3, 10117, Berlin, Germany
- Center for Stroke Research Berlin, Berlin, Germany
- German Center for Cardiovascular Research (DZHK), Partner Site Berlin, Berlin, Germany
- NeuroCure Cluster of Excellence, Charité-Universitätsmedizin Berlin, Berlin, Germany
- German Center for Neurodegenerative Diseases (DZNE), Partner Site Berlin, Berlin, Germany
| | - Jan F Scheitz
- Department of Neurology with Experimental Neurology, Charité-Universitätsmedizin Berlin, Bonhoefferweg 3, 10117, Berlin, Germany
- Center for Stroke Research Berlin, Berlin, Germany
| | - Christian Meisel
- Department of Neurology with Experimental Neurology, Charité-Universitätsmedizin Berlin, Bonhoefferweg 3, 10117, Berlin, Germany.
- Center for Stroke Research Berlin, Berlin, Germany.
- Berlin Institute of Health, Berlin, Germany.
- NeuroCure Cluster of Excellence, Charité-Universitätsmedizin Berlin, Berlin, Germany.
- Bernstein Center for Computational Neuroscience, Berlin, Germany.
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13
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Mankoo A, Roy S, Davies A, Panerai RB, Robinson TG, Brassard P, Beishon LC, Minhas JS. The role of the autonomic nervous system in cerebral blood flow regulation in stroke: A review. Auton Neurosci 2023; 246:103082. [PMID: 36870192 DOI: 10.1016/j.autneu.2023.103082] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 11/22/2022] [Accepted: 02/22/2023] [Indexed: 03/02/2023]
Abstract
Stroke is a pathophysiological condition which results in alterations in cerebral blood flow (CBF). The mechanism by which the brain maintains adequate CBF in presence of fluctuating cerebral perfusion pressure (CPP) is known as cerebral autoregulation (CA). Disturbances in CA may be influenced by a number of physiological pathways including the autonomic nervous system (ANS). The cerebrovascular system is innervated by adrenergic and cholinergic nerve fibers. The role of the ANS in regulating CBF is widely disputed owing to several factors including the complexity of the ANS and cerebrovascular interactions, limitations to measurements, variation in methods to assess the ANS in relation to CBF as well as experimental approaches that can or cannot provide insight into the sympathetic control of CBF. CA is known to be impaired in stroke however the number of studies investigating the mechanisms by which this occurs are limited. This literature review will focus on highlighting the assessment of the ANS and CBF via indices derived from the analyses of heart rate variability (HRV), and baroreflex sensitivity (BRS), and providing a summary of both clinical and animal model studies investigating the role of the ANS in influencing CA in stroke. Understanding the mechanisms by which the ANS influences CBF in stroke patients may provide the foundation for novel therapeutic approaches to improve functional outcomes in stroke patients.
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Affiliation(s)
- Alex Mankoo
- University of Leicester, Department of Cardiovascular Sciences, Leicester, United Kingdom
| | - Sankanika Roy
- University of Leicester, Department of Cardiovascular Sciences, Leicester, United Kingdom.
| | - Aaron Davies
- University of Leicester, Department of Cardiovascular Sciences, Leicester, United Kingdom
| | - Ronney B Panerai
- University of Leicester, Department of Cardiovascular Sciences, Leicester, United Kingdom; NIHR Leicester Biomedical Research Centre, British Heart Foundation Cardiovascular Research Centre, Glenfield Hospital, Leicester, United Kingdom
| | - Thompson G Robinson
- University of Leicester, Department of Cardiovascular Sciences, Leicester, United Kingdom; NIHR Leicester Biomedical Research Centre, British Heart Foundation Cardiovascular Research Centre, Glenfield Hospital, Leicester, United Kingdom
| | - Patrice Brassard
- Department of Kinesiology, Faculty of Medicine, Université Laval, Québec, QC, Canada; Research center of the Institut universitaire de cardiologie et de pneumologie de Québec-Université Laval, Québec, QC, Canada
| | - Lucy C Beishon
- University of Leicester, Department of Cardiovascular Sciences, Leicester, United Kingdom
| | - Jatinder S Minhas
- University of Leicester, Department of Cardiovascular Sciences, Leicester, United Kingdom; NIHR Leicester Biomedical Research Centre, British Heart Foundation Cardiovascular Research Centre, Glenfield Hospital, Leicester, United Kingdom
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14
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Damkjær M, Simonsen SA, Heiberg AV, Mehlsen J, West AS, Jennum P, Iversen HK. Autonomic dysfunction after mild acute ischemic stroke and six months after: a prospective observational cohort study. BMC Neurol 2023; 23:26. [PMID: 36650504 PMCID: PMC9843945 DOI: 10.1186/s12883-023-03054-4] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 01/06/2023] [Indexed: 01/19/2023] Open
Abstract
INTRODUCTION Autonomic dysfunction is prevalent in ischemic stroke patients and associated with a worse clinical outcome. We aimed to evaluate autonomic dysfunction over time and the tolerability of the head-up tilt table test in an acute stroke setting to optimize patient care. PATIENTS AND METHOD In a prospective observational cohort study, patients were consecutively recruited from an acute stroke unit. The patients underwent heart rate and blood pressure analysis during the Valsalva maneuver, deep breathing, active standing, and head-up tilt table test if active standing was tolerated. In addition, heart rate variability and catecholamines were measured. All tests were performed within seven days after index ischemic stroke and repeated at six months follow-up. RESULTS The cohort was comprised of 91 acute stroke patients, mean (SD) age 66 (11) years, median (IQR) initial National Institute of Health Stroke Scale 2 (1-4) and modified Ranking Scale 2 (1-3). The head-up tilt table test revealed 7 patients (10%) with orthostatic hypotension. The examination was terminated before it was completed in 15%, but none developed neurological symptoms. In the acute state the prevalence of autonomic dysfunction varied between 10-100% depending on the test. No changes were found in presence and severity of autonomic dysfunction over time. CONCLUSION In this cohort study of patients with mild stroke, autonomic dysfunction was highly prevalent and persisted six months after index stroke. Head-up tilt table test may be used in patients who tolerate active standing. Autonomic dysfunction should be recognized and handled in the early phase after stroke.
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Affiliation(s)
- Mathias Damkjær
- grid.475435.4Clinical Stroke Research Unit, Department of Neurology, Rigshospitalet, University of Copenhagen, Valdemar Hansens Vej 1-23, 2600 Rigshospitalet, Denmark
| | - Sofie Amalie Simonsen
- grid.475435.4Clinical Stroke Research Unit, Department of Neurology, Rigshospitalet, University of Copenhagen, Valdemar Hansens Vej 1-23, 2600 Rigshospitalet, Denmark
| | - Adam Vittrup Heiberg
- grid.475435.4Clinical Stroke Research Unit, Department of Neurology, Rigshospitalet, University of Copenhagen, Valdemar Hansens Vej 1-23, 2600 Rigshospitalet, Denmark
| | - Jesper Mehlsen
- grid.475435.4Section On Surgical Pathophysiology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Anders Sode West
- grid.475435.4Clinical Stroke Research Unit, Department of Neurology, Rigshospitalet, University of Copenhagen, Valdemar Hansens Vej 1-23, 2600 Rigshospitalet, Denmark
| | - Poul Jennum
- grid.5254.60000 0001 0674 042XDanish Center for Sleep Medicine, Department of Neurophysiology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark ,grid.5254.60000 0001 0674 042XFaculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Helle Klingenberg Iversen
- grid.475435.4Clinical Stroke Research Unit, Department of Neurology, Rigshospitalet, University of Copenhagen, Valdemar Hansens Vej 1-23, 2600 Rigshospitalet, Denmark ,grid.5254.60000 0001 0674 042XFaculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
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15
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Cardiovascular medication seems to promote recovery of autonomic dysfunction after stroke. J Neurol 2022; 269:5454-5465. [PMID: 35690694 PMCID: PMC9467950 DOI: 10.1007/s00415-022-11204-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 03/29/2022] [Accepted: 03/30/2022] [Indexed: 11/05/2022]
Abstract
Background Stroke may compromise cardiovascular–autonomic modulation (CAM). The longitudinal post-stroke CAM alterations remain unclear as previous studies excluded patients with cardiovascular medication. This study evaluated whether CAM dysfunction improves after several months in patients under typical clinical conditions, i.e., without excluding patients with cardiovascular medication. Methods In 82 ischemic stroke patients [33 women, 64.9 ± 8.9 years, NIHSS-scores 2 (interquartile range 1–5)], we evaluated the applications of cardiovascular medication before stroke, during autonomic tests performed within 1 week, 3 and 6 months after stroke onset. We determined resting RR intervals (RRI), systolic, diastolic blood pressures (BPsys), respiration, parameters reflecting total CAM [RRI-standard deviation (RRI-SD), RRI-total powers], sympathetic [RRI-low-frequency powers (RRI-LF), BPsys-LF powers] and parasympathetic CAM [RMSSD, RRI-high-frequency powers (RRI-HF powers)], and baroreflex sensitivity. ANOVA or Friedman tests with post hoc analyses compared patient data with data of 30 healthy controls, significance was assumed for P < 0.05. Results More patients had antihypertensive medication after than before stroke. First-week CAM testing showed lower RRIs, RMSSD, RRI-SDs, RRI-total powers, RRI-HF powers, and baroreflex sensitivity, but higher BPsys-LF powers in patients than controls. After 3 and 6 months, patients had significantly higher RRIs, RRI-SDs, RRI-total powers, RMSSDs, RRI-HF powers, and baroreflex sensitivity, but lower BPsys-LF powers than in the 1st week; RMSSDs and RRI-HF powers no longer differed between patients and controls. However, 6-month values of RRIs, RRI-SDs, and baroreflex sensitivity were again lower in patients than controls. Conclusions Even mild strokes compromised cardiovagal modulation and baroreflex sensitivity. After 3 months, CAM had almost completely recovered. Recovery might be related to the mild stroke severity. Presumably, CAM recovery was also promoted by the increased application of cardiovascular medication. Yet, slight CAM dysfunction after 6 months suggests continuing autonomic vulnerability. Supplementary Information The online version contains supplementary material available at 10.1007/s00415-022-11204-w.
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16
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Wang R, Köhrmann M, Kollmar R, Koehn J, Schwab S, Kallmünzer B, Hilz MJ. Posterior circulation ischemic stroke not involving the brainstem is associated with cardiovascular autonomic dysfunction. Eur J Neurol 2022; 29:2690-2700. [PMID: 35638371 DOI: 10.1111/ene.15427] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 05/23/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND PURPOSE Ischemic stroke may induce cardiovascular autonomic dysfunction. Yet, most previous studies included patients with anterior circulation ischemic stroke or brainstem stroke. It remains unclear whether posterior circulation ischemic stroke (PCIS) without brainstem involvement also compromises cardiovascular autonomic modulation (CAM). Therefore, we aimed to assess CAM in PCIS patients with and without brainstem involvement. METHODS In four subgroups of 61 PCIS-patients (14 occipital lobe, 16 thalamic, 12 cerebellar, and 19 brainstem strokes) and 30 healthy controls, we recorded RR-intervals (RRI), systolic, diastolic blood pressures (BPsys, BPdia), and respiration at supine rest during the first week after stroke-onset. We calculated parameters reflecting total CAM [RRI-standard-deviation (RRI-SD), RRI-total-powers], predominantly sympathetic CAM [RRI-low-frequency-powers (RRI-LF-powers) and BPsys-LF-powers] and parasympathetic CAM [Root-Mean-Square-of-Successive-RRI-Differences (RMSSD), RRI-high-frequency-powers (RRI-HF-powers)], sympathetic-parasympathetic balance (RRI-LF/HF-ratios), and baroreflex-sensitivity (BRS). Values were compared between the four PCIS-groups and controls using one-way ANOVA Kruskal-Wallis-tests, with post-hoc analyses. Significance was assumed for P<0.05. RESULTS In each PCIS-subgroup, values of RRI, RRI-SD, RMSSD, RRI-HF-powers, and BRS were significantly lower, while BPsys-LF-powers were higher than in the controls. Only in patients with occipital lobe stroke, RRI-LF/HF-ratios were significantly higher than in controls. Otherwise, autonomic parameters did not differ between the four PCIS-subgroups. CONCLUSIONS During the first week after stroke-onset, our PCIS patients with occipital lobe, thalamic, cerebellar, or brainstem strokes all had reduced cardiovagal modulation, compromised baroreflex, and increased peripheral sympathetic modulation. The RRI-LF/HF-ratios suggest that sympathetic predominance is slightly more prominent after occipital lobe stroke. PCIS may trigger cardiovascular autonomic dysfunction even without brainstem involvement.
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Affiliation(s)
- Ruihao Wang
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Martin Köhrmann
- Department of Neurology, University Hospital Essen, Essen, Germany
| | - Rainer Kollmar
- Department of Neurology, General Hospital Darmstadt, Darmstadt, Germany
| | - Julia Koehn
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Stefan Schwab
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Bernd Kallmünzer
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Max J Hilz
- Department of Neurology, University of Erlangen-Nuremberg, Erlangen, Germany.,Icahn School of Medicine at Mount Sinai, New York, NY, USA
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17
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The effect of a home-based coaching program on heart rate variability in subacute stroke patients: a randomized controlled trial. Int J Rehabil Res 2022; 45:201-208. [PMID: 35502452 DOI: 10.1097/mrr.0000000000000529] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Autonomic imbalance in stroke is characterized by increased sympathetic activity and reduced vagal nerve activity. Physical activity could be a strategy to counteract autonomic control impairments after a stroke. The aim of the study was to evaluate the effect on heart rate variability of a 6-month coaching program in a home setting in subacute stroke patients. Eighty-four stroke patients participated in the study. They were randomly assigned to the experimental group or the control group. The intervention was a coaching program, consisting of physical activity, home visits and a weekly phone call. Patients were evaluated after hospital discharge (T0) and at the end of the 6-month period (T1). Heart rate variability measures were recorded in the supine and orthostatic positions. Time and frequency domain values were treated using Kubios. Distance on 6 minutes walking test (6MWT), Barthel and motricity index and modified functional ambulation categories were evaluated. No effects were found on time and frequency domain values in the supine and orthostatic positions in either group. Walking distance on 6MWT increased significantly between T0 and T1 in experimental group (377 ± 141-448 ± 140 m; P < 0.02) with no effects in control group (373.6 ± 150.6-394.6 ± 176.4 m). No other functional effects were found. A coaching program in a home setting had no effect on heart rate variability, probably due to time of recovery and exercise intensity. Future research is needed to understand the lack of changes in heart rate variability by physical activity in subacute stroke patients.
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18
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von Rennenberg R, Krause T, Herm J, Hellwig S, Scheitz JF, Endres M, Haeusler KG, Nolte CH. Heart Rate Variability and Recurrent Stroke and Myocardial Infarction in Patients With Acute Mild to Moderate Stroke. Front Neurol 2022; 12:772674. [PMID: 35002927 PMCID: PMC8733333 DOI: 10.3389/fneur.2021.772674] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 12/08/2021] [Indexed: 11/13/2022] Open
Abstract
Objectives: In patients with acute ischemic stroke, reduced heart rate variability (HRV) may indicate poor outcome. We tested whether HRV in the acute phase of stroke is associated with higher rates of mortality, recurrent stroke, myocardial infarction (MI) or functional outcome. Materials and Methods: Patients with acute mild to moderate ischemic stroke without known atrial fibrillation were prospectively enrolled to the investigator-initiated Heart and Brain interfaces in Acute Ischemic Stroke (HEBRAS) study (NCT 02142413). HRV parameters were assessed during the in-hospital stay using a 10-min section of each patient's ECG recording at day- and nighttime, calculating time and frequency domain HRV parameters. Frequency of a combined endpoint of recurrent stroke, MI or death of any cause and the respective individual events were assessed 12 months after the index stroke. Patients' functional outcome was measured by the modified Rankin Scale (mRS) at 12 months. Results: We included 308 patients (37% female, median NIHSS = 2 on admission, median age 69 years). Complete follow-up was achieved in 286/308 (93%) patients. At 12 months, 32 (9.5%), 5 (1.7%) and 13 (3.7%) patients had suffered a recurrent stroke, MI or death, respectively. After adjustment for age, sex, stroke severity and vascular risk factors, there was no significant association between HRV and recurrent stroke, MI, death or the combined endpoint. We did not find a significant impact of HRV on a mRS ≥ 2 12 months after the index stroke. Conclusion: HRV did not predict recurrent vascular events in patients with acute mild to moderate ischemic stroke.
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Affiliation(s)
- Regina von Rennenberg
- Klinik und Hochschulambulanz für Neurologie, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH), Berlin, Germany.,Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, Berlin, Germany.,German Center for Neurodegenerative Diseases (Deutsches Zentrum für Neurodegenerative Erkrankungen), Berlin, Germany
| | - Thomas Krause
- Department of Neurology, Jüdisches Krankenhaus Berlin, Berlin, Germany
| | - Juliane Herm
- Klinik und Hochschulambulanz für Neurologie, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH), Berlin, Germany.,Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Simon Hellwig
- Klinik und Hochschulambulanz für Neurologie, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH), Berlin, Germany.,Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Jan F Scheitz
- Klinik und Hochschulambulanz für Neurologie, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH), Berlin, Germany.,Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, Berlin, Germany.,German Center for Cardiovascular Research (Deutsches Zentrum für Herz-Kreislaufforschung), Berlin, Germany
| | - Matthias Endres
- Klinik und Hochschulambulanz für Neurologie, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH), Berlin, Germany.,Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, Berlin, Germany.,German Center for Neurodegenerative Diseases (Deutsches Zentrum für Neurodegenerative Erkrankungen), Berlin, Germany.,German Center for Cardiovascular Research (Deutsches Zentrum für Herz-Kreislaufforschung), Berlin, Germany
| | | | - Christian H Nolte
- Klinik und Hochschulambulanz für Neurologie, Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health (BIH), Berlin, Germany.,Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, Berlin, Germany.,German Center for Neurodegenerative Diseases (Deutsches Zentrum für Neurodegenerative Erkrankungen), Berlin, Germany.,German Center for Cardiovascular Research (Deutsches Zentrum für Herz-Kreislaufforschung), Berlin, Germany
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19
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Abstract
Much of biology is rhythmical and comprises oscillators that can couple. These have optimized energy efficiency and have been preserved during evolution. The respiratory and cardiovascular systems contain numerous oscillators, and importantly, they couple. This coupling is dynamic but essential for an efficient transmission of neural information critical for the precise linking of breathing and oxygen delivery while permitting adaptive responses to changes in state. The respiratory pattern generator and the neural network responsible for sympathetic and cardiovagal (parasympathetic) tone generation interact at many levels ensuring that cardiac output and regional blood flow match oxygen delivery to the lungs and tissues efficiently. The most classic manifestations of these interactions are respiratory sinus arrhythmia and the respiratory modulation of sympathetic nerve activity. These interactions derive from shared somatic and cardiopulmonary afferent inputs, reciprocal interactions between brainstem networks and inputs from supra-pontine regions. Disrupted respiratory-cardiovascular coupling can result in disease, where it may further the pathophysiological sequelae and be a harbinger of poor outcomes. This has been well documented by diminished respiratory sinus arrhythmia and altered respiratory sympathetic coupling in animal models and/or patients with myocardial infarction, heart failure, diabetes mellitus, and neurological disorders as stroke, brain trauma, Parkinson disease, or epilepsy. Future research needs to assess the therapeutic potential for ameliorating respiratory-cardiovascular coupling in disease.
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Affiliation(s)
- James P Fisher
- Manaaki Manawa-The Centre for Heart Research, Department of Physiology, Faculty of Medical & Health Sciences, University of Auckland, Auckland, New Zealand
| | - Tymoteusz Zera
- Department of Experimental and Clinical Physiology, Laboratory of Centre for Preclinical Research, Medical University of Warsaw, Warsaw, Poland
| | - Julian F R Paton
- Manaaki Manawa-The Centre for Heart Research, Department of Physiology, Faculty of Medical & Health Sciences, University of Auckland, Auckland, New Zealand.
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20
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Lee Y, Walsh RJ, Fong MWM, Sykora M, Doering MM, Wong AWK. Heart rate variability as a biomarker of functional outcomes in persons with acquired brain injury: Systematic review and meta-analysis. Neurosci Biobehav Rev 2021; 131:737-754. [PMID: 34626686 PMCID: PMC9006352 DOI: 10.1016/j.neubiorev.2021.10.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 09/30/2021] [Accepted: 10/01/2021] [Indexed: 01/09/2023]
Abstract
This review aimed to quantify correlations between heart rate variability (HRV) and functional outcomes after acquired brain injury (ABI). We conducted a literature search from inception to January 2020 via electronic databases, using search terms with HRV, ABI, and functional outcomes. Meta-analyses included 16 studies with 906 persons with ABI. Results demonstrated significant associations: Low frequency (LF) (r = -0.28) and SDNN (r = -0.33) with neurological function; LF (r = -0.33), High frequency (HF) (r = -0.22), SDNN (r = -0.22), and RMSSD (r = -0.23) with emotional function; and LF (r = 0.34), HF (r = 0.41 to 0.43), SDNN (r = 0.43 to 0.51), and RMSSD (r = 0.46) with behavioral function. Results indicate that higher HRV is related to better neurological, emotional, and behavioral functions after ABI. In addition, persons with stroke showed lower HF (SMD = -0.50) and SDNN (SMD = -0.75) than healthy controls. The findings support the use of HRV as a biomarker to facilitate precise monitoring of post-ABI functions.
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Affiliation(s)
- Yejin Lee
- Program in Occupational Therapy, Washington University School of Medicine, St. Louis, MO, 63110, USA.
| | - Ryan J Walsh
- Program in Occupational Therapy, Washington University School of Medicine, St. Louis, MO, 63110, USA.
| | - Mandy W M Fong
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, 63108, USA.
| | - Marek Sykora
- Department of Neurology, St. John's Hospital, Vienna, Austria; Medical Faculty, Sigmund Freud University, Vienna, Austria; Department of Neurology, Comenius University in Bratislava, Bratislava, Slovakia.
| | - Michelle M Doering
- Bernard Becker Medical Library, Washington University School of Medicine, St. Louis, MO, 63110, USA.
| | - Alex W K Wong
- Center for Rehabilitation Outcomes Research, Shirley Ryan AbilityLab, Chicago, IL, 60611, USA; Department of Physical Medicine and Rehabilitation and Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, 60611, USA.
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21
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Cui P, McCullough LD, Hao J. Brain to periphery in acute ischemic stroke: Mechanisms and clinical significance. Front Neuroendocrinol 2021; 63:100932. [PMID: 34273406 PMCID: PMC9850260 DOI: 10.1016/j.yfrne.2021.100932] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Revised: 06/27/2021] [Accepted: 07/12/2021] [Indexed: 01/21/2023]
Abstract
The social and public health burdens of ischemic stroke have been increasing worldwide. In addition to focal brain damage, acute ischemic stroke (AIS) provokes systemic abnormalities across peripheral organs. AIS profoundly alters the autonomic nervous system, hypothalamic-pituitary-adrenal axis, and immune system, which further yield deleterious organ-specific consequences. Poststroke systemic pathological alterations in turn considerably contribute to the progression of ischemic brain injury, which accounts for the substantial impact of systemic complications on stroke outcomes. This review provides a comprehensive and updated pathophysiological model elucidating the systemic effects of AIS. To address their clinical significance and inform stroke management, we also outline the resulting systemic complications at particular stages of AIS and highlight the mechanisms. Future therapeutic strategies should attempt to integrate the treatment of primary brain lesions with interventions for secondary systemic complications, and should be tailored to patient individualized characteristics to optimize stroke outcomes.
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Affiliation(s)
- Pan Cui
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing 100053, China
| | - Louise D McCullough
- Department of Neurology, University of Texas Health Science Centre, Houston, TX 77030, USA
| | - Junwei Hao
- Department of Neurology, Xuanwu Hospital, Capital Medical University, Beijing 100053, China.
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22
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Sunbul M, Midi IG, Agackiran SK, Engin E, Ucem S, Alibaz-Oner F, Sayar N, Direskeneli H, Sadıc BO. Myocardial involvement in Behçet's disease may be higher in patients with Neuro-Behçet's disease: a speckle tracking echocardiographic study. Acta Cardiol 2021; 77:515-523. [PMID: 34392811 DOI: 10.1080/00015385.2021.1965354] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Behcet's disease (BD) may present with life threating complications including neurological and cardiovascular involvement. Neuro-Behcet's disease (NBD) is one of the most important causes of morbidity and mortality in patients with BD. The aim of the present study is to investigate whether patients with NBD are different than BD patients with other manifestations in terms of subclinical myocardial dysfunction. METHODS Forty patients with NBD (23 female, mean age: 42.4 ± 9.4 years), 40 patients with BD (9 female, mean age: 39.7 ± 9.0 years) and 40 controls (20 male, mean age: 41.8 ± 6.5 years) were consecutively included in the study. All subjects underwent a transthoracic echocardiography for evaluation of left ventricular (LV) and atrial (LA) functions with two-dimensional (2D) speckle tracking echocardiography (STE). RESULTS Baseline characteristics, clinical data, LV dimensions, systolic and diastolic functions were all in normal range among the groups. LV global longitudinal strain (LV-GLS) was significantly lower in patients with NBD and BD patients without neurologic involvement compared to controls. LA conduit strain was significantly lower in patients with NBD compared to controls. Patients with both parenchymal NBD and vascular NBD manifestations had significantly lower LV-GLS and LA conduit strain compared to controls. Linear regression analysis demonstrated that among cardiovascular risk factors only presence of NBD was the independent predictor of LV-GLS. CONCLUSIONS BD is associated with impaired LV and LA functions. LV-GLS and LA conduit strains of the patients with NBD were lower. NBD was an independent predictor of LV-GLS, suggesting a link between neurological manifestations and cardiac dysfunction in BD patients.
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Affiliation(s)
- Murat Sunbul
- Department of Cardiology, Marmara University School of Medicine, Istanbul, Turkey
| | - Ipek Gursoy Midi
- Department of Neurology, Marmara University School of Medicine, Istanbul, Turkey
| | - Seda Kutlug Agackiran
- Department of Internal Medicine, Division of Rheumatology, Marmara University School of Medicine, Istanbul, Turkey
| | - Esin Engin
- Department of Neurology, Marmara University School of Medicine, Istanbul, Turkey
| | - Selen Ucem
- Marmara University School of Medicine, Istanbul, Turkey
| | - Fatma Alibaz-Oner
- Department of Internal Medicine, Division of Rheumatology, Marmara University School of Medicine, Istanbul, Turkey
| | - Nurten Sayar
- Department of Cardiology, Marmara University School of Medicine, Istanbul, Turkey
| | - Haner Direskeneli
- Department of Internal Medicine, Division of Rheumatology, Marmara University School of Medicine, Istanbul, Turkey
| | - Beste Ozben Sadıc
- Department of Cardiology, Marmara University School of Medicine, Istanbul, Turkey
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23
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Hämmerle P, Eick C, Poli S, Blum S, Schlageter V, Bauer A, Rizas KD, Eken C, Coslovsky M, Aeschbacher S, Krisai P, Meyre P, Wuerfel J, Sinnecker T, Vesin JM, Beer JH, Moschovitis G, Bonati LH, Sticherling C, Conen D, Osswald S, Kühne M, Zuern CS. Association of Heart Rate Variability With Silent Brain Infarcts in Patients With Atrial Fibrillation. Front Cardiovasc Med 2021; 8:684461. [PMID: 34095266 PMCID: PMC8175975 DOI: 10.3389/fcvm.2021.684461] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 04/20/2021] [Indexed: 11/13/2022] Open
Abstract
Purpose: Silent brain infarcts (SBI) are frequently detected in patients with atrial fibrillation (AF), but it is unknown whether SBI are linked to autonomic dysfunction. We aimed to explore the association of autonomic dysfunction with SBI in AF patients. Methods: 1,358 AF patients without prior stroke or TIA underwent brain MRI and 5-min resting ECG. We divided our cohort into AF patients who presented in sinus rhythm (SR-group, n = 816) or AF (AF-group, n = 542). HRV triangular index (HRVI), standard deviation of normal-to-normal intervals, mean heart rate, root mean square root of successive differences of normal-to-normal intervals, 5-min total power and power in the low frequency, high frequency and very low frequency range were calculated. Primary outcome was presence of SBI in the SR group, defined as large non-cortical or cortical infarcts. Secondary outcomes were SBI volumes and topography. Results: Mean age was 72 ± 9 years, 27% were female. SBI were detected in 10.5% of the SR group and in 19.9% of the AF group (p < 0.001). HRVI <15 was the only HRV parameter associated with the presence of SBI after adjustment for clinical covariates in the SR group [odds ratio (OR) 1.67; 95% confidence interval (CI): 1.03–2.70; p = 0.037]. HRVI <15 was associated with larger brain infarct volumes [β (95% CI) −0.47 (−0.84; −0.09), p = 0.016] in the SR group and was more frequently observed in patients with right- than left-hemispheric SBI (p = 0.017). Conclusion: Impaired HRVI is associated with SBI in AF patients. AF patients with autonomic dysfunction might undergo systematic brain MRI screening to initiate intensified medical treatment. Clinical Trials Gov Identifier: NCT02105844.
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Affiliation(s)
- Peter Hämmerle
- Department of Cardiology, University Hospital Basel, Basel, Switzerland.,Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
| | - Christian Eick
- Department of Cardiology, University Hospital Tübingen, Tübingen, Germany
| | - Sven Poli
- Department of Neurology & Stroke, Hertie Institute for Clinical Brain Research, Eberhard-Karls University Tübingen, Tübingen, Germany
| | - Steffen Blum
- Department of Cardiology, University Hospital Basel, Basel, Switzerland.,Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
| | - Vincent Schlageter
- Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
| | - Axel Bauer
- University Clinic of Internal Medicine III, Cardiology and Angiology, Medical University of Innsbruck, Innsbruck, Austria
| | - Konstantinos D Rizas
- Medizinische Klinik und Poliklinik I, Munich University Clinic, Munich, Germany.,German Center for Cardiovascular Research Partner Site, Munich Heart Alliance, Munich, Germany
| | - Ceylan Eken
- Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
| | - Michael Coslovsky
- Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
| | - Stefanie Aeschbacher
- Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
| | - Philipp Krisai
- Department of Cardiology, University Hospital Basel, Basel, Switzerland.,Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
| | - Pascal Meyre
- Department of Cardiology, University Hospital Basel, Basel, Switzerland.,Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
| | - Jens Wuerfel
- Medical Image Analysis Center (MIAC) and Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - Tim Sinnecker
- Medical Image Analysis Center (MIAC) and Department of Biomedical Engineering, University of Basel, Basel, Switzerland.,Department of Neurology and Stroke Center, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Jean-Marc Vesin
- Institute of Electrical Engineneering, Swiss Federal Institute of Technology, Lausanne University Hospital, Lausanne, Switzerland
| | - Jürg H Beer
- Department of Internal Medicine, Cantonal Hospital Baden, Aargau, Switzerland
| | - Giorgio Moschovitis
- Division of Cardiology, Ospedale Regionale di Lugano-Civico e Italiano, Lugano, Switzerland
| | - Leo H Bonati
- Department of Neurology and Stroke Center, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Christian Sticherling
- Department of Cardiology, University Hospital Basel, Basel, Switzerland.,Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
| | - David Conen
- Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland.,Population Health Research Institute, McMaster University, Hamilton, ON, Canada
| | - Stefan Osswald
- Department of Cardiology, University Hospital Basel, Basel, Switzerland.,Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
| | - Michael Kühne
- Department of Cardiology, University Hospital Basel, Basel, Switzerland.,Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
| | - Christine S Zuern
- Department of Cardiology, University Hospital Basel, Basel, Switzerland.,Cardiovascular Research Institute Basel, University Hospital Basel, Basel, Switzerland
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24
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Jimenez-Ruiz A, Racosta JM, Kimpinski K, Hilz MJ, Sposato LA. Cardiovascular autonomic dysfunction after stroke. Neurol Sci 2021; 42:1751-1758. [PMID: 33687612 DOI: 10.1007/s10072-021-05128-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 02/20/2021] [Indexed: 12/19/2022]
Abstract
Strokes are the paradigmatic example of the sudden impairment of the cerebral regulation of cardiac autonomic regulation. Although several aspects of dysautonomic cardiovascular regulation post stroke remain unanswered, there has been a wealth of research in this area in the last decade. In this article, we present a state-of-the-art review on the anatomical and functional organization of cardiovascular autonomic regulation, and the pathophysiology, incidence, time course, diagnosis, clinical aspects, prognosis, and management of post-stroke cardiovascular autonomic dysfunction.
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Affiliation(s)
| | - Juan M Racosta
- Department of Clinical Neurological Sciences, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada
| | - Kurt Kimpinski
- Department of Medicine, Queen Elizabeth Hospital, Charlottetown, PE, Canada
| | - Max J Hilz
- University of Erlangen-Nuremberg, Erlangen, Germany.,Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Luciano A Sposato
- Heart & Brain Laboratory, Western University, London, ON, Canada. .,Department of Clinical Neurological Sciences, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada. .,Department of Anatomy and Cell Biology, Schulich School of Medicine and Dentistry, Western University, London, ON, Canada. .,Robarts Research Institute, Western University, London, ON, Canada. .,Lawson Research Institute, London, ON, Canada. .,Department of Epidemiology and Biostatistics, Western University, London, ON, Canada.
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25
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Targeting the Autonomic Nervous System for Risk Stratification, Outcome Prediction and Neuromodulation in Ischemic Stroke. Int J Mol Sci 2021; 22:ijms22052357. [PMID: 33652990 PMCID: PMC7956667 DOI: 10.3390/ijms22052357] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 02/22/2021] [Accepted: 02/24/2021] [Indexed: 02/07/2023] Open
Abstract
Ischemic stroke is a worldwide major cause of mortality and disability and has high costs in terms of health-related quality of life and expectancy as well as of social healthcare resources. In recent years, starting from the bidirectional relationship between autonomic nervous system (ANS) dysfunction and acute ischemic stroke (AIS), researchers have identified prognostic factors for risk stratification, prognosis of mid-term outcomes and response to recanalization therapy. In particular, the evaluation of the ANS function through the analysis of heart rate variability (HRV) appears to be a promising non-invasive and reliable tool for the management of patients with AIS. Furthermore, preclinical molecular studies on the pathophysiological mechanisms underlying the onset and progression of stroke damage have shown an extensive overlap with the activity of the vagus nerve. Evidence from the application of vagus nerve stimulation (VNS) on animal models of AIS and on patients with chronic ischemic stroke has highlighted the surprising therapeutic possibilities of neuromodulation. Preclinical molecular studies highlighted that the neuroprotective action of VNS results from anti-inflammatory, antioxidant and antiapoptotic mechanisms mediated by α7 nicotinic acetylcholine receptor. Given the proven safety of non-invasive VNS in the subacute phase, the ease of its use and its possible beneficial effect in hemorrhagic stroke as well, human studies with transcutaneous VNS should be less challenging than protocols that involve invasive VNS and could be the proof of concept that neuromodulation represents the very first therapeutic approach in the ultra-early management of stroke.
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26
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Larson M, Chantigian DP, Asirvatham-Jeyaraj N, Van de Winckel A, Keller-Ross ML. Slow-Paced Breathing and Autonomic Function in People Post-stroke. Front Physiol 2020; 11:573325. [PMID: 33192570 PMCID: PMC7662434 DOI: 10.3389/fphys.2020.573325] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 09/28/2020] [Indexed: 11/14/2022] Open
Abstract
Purpose: To determine if acute slow breathing at 6 breaths/min would improve baroreflex sensitivity (BRS) and heart rate variability (HRV), and lower blood pressure (BP) in adults after stroke. Methods: Twelve individuals completed two randomized study visits where they performed a 15-min bout of breathing exercises at 6 breaths/min (slow) and at 12 breaths/min (control). Continuous BP and heart rate (HR) were measured throughout, and BRS, BRS response to elevations in blood pressure (BRSup), BRS response to depressions in blood pressure (BRSdown), and HRV were calculated and analyzed before (pre), during, and after (post) breathing exercises. Results: BRS increased from pre to post slow breathing by 10% (p = 0.012), whereas BRSup increased from pre to during slow breathing by 30% (p = 0.04). BRSdown increased from pre to post breathing for both breathing conditions (p < 0.05). HR (control: Δ - 4 ± 4; slow: Δ - 3 ± 4 beats/min, time, p < 0.01) and systolic BP (control: Δ - 0.5 ± 5; slow: Δ - 6.3 ± 8 mmHg, time, p < 0.01) decreased after both breathing conditions. Total power, low frequency power, and standard deviation of normal inter-beat intervals (SDNN) increased during the 6-breaths/min condition (condition × time, p < 0.001), whereas high frequency increased during both breathing conditions (time effect, p = 0.009). Conclusions: This study demonstrated that in people post-stroke, slow breathing may increase BRS, particularly BRSup, more than a typical breathing space; however, paced breathing at either a slow or typical breathing rate appears to be beneficial for acutely decreasing systolic BP and HR and increasing HRV.
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Affiliation(s)
- Mia Larson
- Division of Rehabilitation Science, Department of Rehabilitation Medicine, Medical School, University of Minnesota, Minneapolis, MN, United States
| | - Daniel P. Chantigian
- Division of Rehabilitation Science, Department of Rehabilitation Medicine, Medical School, University of Minnesota, Minneapolis, MN, United States
| | - Ninitha Asirvatham-Jeyaraj
- Indian Institute of Science, Bangalore, India
- Division of Physical Therapy, Department of Rehabilitation Medicine, Medical School, University of Minnesota, Minneapolis, MN, United States
| | - Ann Van de Winckel
- Division of Rehabilitation Science, Department of Rehabilitation Medicine, Medical School, University of Minnesota, Minneapolis, MN, United States
- Division of Physical Therapy, Department of Rehabilitation Medicine, Medical School, University of Minnesota, Minneapolis, MN, United States
| | - Manda L. Keller-Ross
- Division of Rehabilitation Science, Department of Rehabilitation Medicine, Medical School, University of Minnesota, Minneapolis, MN, United States
- Division of Physical Therapy, Department of Rehabilitation Medicine, Medical School, University of Minnesota, Minneapolis, MN, United States
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27
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Zhang DX, Zhang BX, Wang XD, Peng YC, Wang ML, Fu Y, Luo XL, Zhang LM. Decreased LF/HF ratio is associated with worse outcomes in patients who received mechanical thrombectomy under general anesthesia for emergent large vessel occlusion: a retrospective study. Neurol Sci 2020; 42:1453-1462. [PMID: 32808176 DOI: 10.1007/s10072-020-04682-1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 08/12/2020] [Indexed: 11/30/2022]
Abstract
BACKGROUND AND PURPOSE We aimed to determine whether heart rate variability (HRV) was correlated to long-term outcome in patients who received mechanical thrombectomy (MT) under general anesthesia for emergent large vessel occlusion (ELVO). METHODS Data from 106 patients receiving MT under general anesthesia to treat ELVO between January 1, 2017 and December 31, 2019 were collected in a multicenter chart review. Univariate analysis, Chi-square test, and bivariate logistic regression were performed to assess the correlations between preoperative risk factors such as HRV and long-term outcome (as indicated by the modified Rankin score [mRS] at 90 days after MT). RESULTS Bivariate logistic regression revealed that decreased LF/HF (low frequency/high frequency in HRV) ratio was correlated with unfavorable functional outcome as indicated by mRS ≥ 2 (odds ratio [OR], 0.650; 95% confidence interval [CI], 0.157-0.839; p = 0.018), and functionally dependent outcome as indicated by mRS ≥ 3 (OR, 0.704; 95% CI, 0.360-0.914; p = 0.021). It was also found that ELVO in the right anterior circulation was correlated with lower LF/HF ratio, as compared with ELVO in the contralateral side (p < 0.05). CONCLUSION Our retrospective study demonstrated that worse outcome in patients with ELVO who received MT under general anesthesia induced autonomic changes and that decreased LF/HF ratio.
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Affiliation(s)
- Dong-Xue Zhang
- Department of Gerontology, Cangzhou Central Hospital, Cangzhou, China
| | - Bao-Xu Zhang
- Department of Neurosurgery, Cangzhou Central Hospital, Cangzhou, China
| | - Xiao-Dong Wang
- Department of Anesthesiology, Cangzhou Central Hospital, Cangzhou, China
| | - Yan-Chao Peng
- Department of Anesthesiology, Cangzhou Central Hospital, Cangzhou, China
| | - Ming-Li Wang
- Department of Anesthesiology, Cangzhou People Hospital, Cangzhou, China
| | - Yue Fu
- Department of Anesthesiology, Cangzhou Second People Hospital, Cangzhou, China
| | - Xing-Liao Luo
- Department of Anesthesiology, General Hospital of Huabei Petroleum Administration Bureau, Renqiu, China
| | - Li-Min Zhang
- Department of Anesthesiology, Cangzhou Central Hospital, Cangzhou, China.
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28
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Scherbakov N, Barkhudaryan A, Ebner N, von Haehling S, Anker SD, Joebges M, Doehner W. Early rehabilitation after stroke: relationship between the heart rate variability and functional outcome. ESC Heart Fail 2020; 7:2983-2991. [PMID: 33121218 PMCID: PMC7524118 DOI: 10.1002/ehf2.12917] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 07/08/2020] [Accepted: 07/13/2020] [Indexed: 12/20/2022] Open
Abstract
Aims Impaired autonomic nervous system regulation is frequently observed in patients with stroke. The aim of this prospective study was to evaluate the impact of cardiac autonomic tone on functional outcome after the early post‐stroke rehabilitation. Methods and results One hundred and three consecutive patients (67 ± 11 years, body mass index (BMI) 27.1 ± 5.4 kg/m2, 64% men) with ischaemic (84% of patients) and haemorrhagic stroke were studied. Depressed heart rate variability (HRV), as a surrogate marker of increased sympathetic tone, was defined by the standard deviation of NN intervals < 100 ms and HRV triangular index ≤ 20 assessed from a 24 h Holter electrocardiogram at admission to rehabilitation (23 ± 16 days after stroke). Twenty‐two per cent of patients had depressed HRV at baseline and were comparable with patients with normal HRV with regard to their functional [Barthel Index (BI), modified Rankin Scale (mRS), and Rivermead Motor Assessment (RMA)] and biochemical status. After a 4‐week follow‐up, 70% of patients with depressed HRV showed a cumulative functional disability, defined by mRS ≥ 4, BI ≤ 70, and RMA ≤ 5, in contrast to patients with normal HRV (35%, P = 0.003). Patients with depressed HRV showed a worse functional status by BI (−16%, P < 0.001), RMA (−12%, P < 0.05), and mRS (+16%, P < 0.01), compared with patients with normal HRV. Cumulative functional disability was associated with depressed HRV (odds ratio 4.25, 95% confidence interval 1.56–11.54, P < 0.005) after adjustment for age, sex, and body mass index (odds ratio 4.6, 95% confidence interval 1.42–14.97, P < 0.05). Conclusions The presence of autonomic cardiovascular dysregulation in patients with subacute stroke was associated with adverse functional outcome after the early post‐stroke rehabilitation.
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Affiliation(s)
- Nadja Scherbakov
- Berlin-Brandenburg Center for Regenerative Therapies (BCRT), Center for Stroke Research Berlin (CSB), Charité Universitätsmedizin Berlin, Berlin, Germany.,German Center for Cardiovascular Research (DZHK), partner site Berlin, Berlin, Germany.,Department of Cardiology, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Center for Stroke Research Berlin (CSB), Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Anush Barkhudaryan
- Department of Cardiology, Clinic of General and Invasive Cardiology, University Hospital No. 1, Yerevan State Medical University, Yerevan, Armenia
| | - Nicole Ebner
- Department of Cardiology and Pneumology, University Medical Center Göttingen (UMG), Göttingen, Germany.,German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany
| | - Stephan von Haehling
- Department of Cardiology and Pneumology, University Medical Center Göttingen (UMG), Göttingen, Germany.,German Center for Cardiovascular Research (DZHK), partner site Göttingen, Göttingen, Germany
| | - Stefan D Anker
- Berlin-Brandenburg Center for Regenerative Therapies (BCRT), Center for Stroke Research Berlin (CSB), Charité Universitätsmedizin Berlin, Berlin, Germany.,German Center for Cardiovascular Research (DZHK), partner site Berlin, Berlin, Germany.,Division of Cardiology and Metabolism-Heart Failure, Cachexia and Sarcopenia, Department of Cardiology (CVK), Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Michael Joebges
- Clinic for Neurology and Neurological Rehabilitation, Schmieder Clinic (Stiftung Co.) KG, Konstanz, Germany
| | - Wolfram Doehner
- Berlin-Brandenburg Center for Regenerative Therapies (BCRT), Center for Stroke Research Berlin (CSB), Charité Universitätsmedizin Berlin, Berlin, Germany.,German Center for Cardiovascular Research (DZHK), partner site Berlin, Berlin, Germany.,Department of Cardiology, Charité-Universitätsmedizin Berlin, Berlin, Germany.,Center for Stroke Research Berlin (CSB), Charité-Universitätsmedizin Berlin, Berlin, Germany
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29
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Abstract
BACKGROUND Neurogenic heart syndrome represents a phenomenon often encountered in clinical practice after ischemic stroke. Further poststroke cardiovascular complications are possibly related to cardiac autonomic dysregulation. Multiple Trigonometric Regressive Spectral (MTRS) analysis of the heart rate variability (HRV) allows a precise evaluation of cardiovascular modulation under different conditions. OBJECTIVES This research aims to evaluate the impact of the middle cerebral artery (MCA) ischemic stroke on cardiac autonomic function, using the MTRS analysis of HRV, during sympathetic and parasympathetic activation tests. METHODS The authors analyzed HRV parameters in 20 patients who had a right and 20 who had a left MCA ischemic stroke, under rest condition and during autonomic activation tests (deep breathing and standing tests). Data were compared with 20 age-matched and sex-matched healthy controls. RESULTS Patients who had a right MCA ischemic stroke presented a decreased vagal modulation of the heart rate compared with healthy controls and patients who had a left MCA ischemic stroke, in resting state and during autonomic activation tests. Decreased root mean square of the successive differences, pNN50, high frequency, and high-frequency normalized units values (P<0.05) and increased low frequency/high frequency ratio (P<0.05) in resting state and during autonomic activation tests in patients who had a right MCA stroke indicate a sympathetic predominance in the control of the heart rate. The parasympathetic activation test did not change the sympathovagal balance in this group of patients. CONCLUSIONS The autonomic nervous system represents an attractive target for the therapeutic approach. As MCA ischemic stroke, especially in the right hemisphere, seems to cause significant long-lasting autonomic dysregulation, implementing early pharmacological or nonpharmacological intervention for autonomic restoration may improve the outcome of patients who had an ischemic stroke.
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30
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Lesion configuration effect on stroke-related cardiac autonomic dysfunction. Brain Res 2020; 1733:146711. [PMID: 32035088 DOI: 10.1016/j.brainres.2020.146711] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2019] [Revised: 01/29/2020] [Accepted: 02/05/2020] [Indexed: 12/18/2022]
Abstract
BACKGROUND Autonomic nervous system (ANS) malfunction is a common sequel of stroke. The impact of lesion configuration on the expression of stroke-related ANS malfunction is largely unknown. OBJECTIVE To examine the relationship between stroke location and ANS malfunction, as reflected in cardiac rhythm control. METHODS 25 patients in the subacute phase post first-ever ischemic stroke were recruited for the study. Heart rate monitor (RS800CX) was used to record RR intervals analyzed as heart rate variability (HRV) parameters. Lesion data derived from follow-up CT scans of the brain was used for voxel-based lesion symptom mapping (VLSM) analysis (MEDx software, Medical Numerics) to identify voxels of the normalized brain where damage exerts a significant impact on the HRV scores. RESULTS AND CONCLUSION ANS control of the cardiac rhythm, as expressed in the HRV, was affected by damage to a large array of cortical and subcortical structures in the right hemisphere. In the left hemisphere only damage confined to a small set of subcortical structures was shown to exert a significant impact on the recorded HRV measures. In addition, VLSM analysis disclosed a different pattern of cerebral control over two widely used standard time-dependent measures of the HRV - SDNN and RMSSD, with the former being sensitive to damage in a much larger array of structures in both hemispheres.
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Constantinescu V, Arsenescu-Georgescu C, Matei D, Moscalu M, Corciova C, Cuciureanu D. Heart rate variability analysis and cardiac dysautonomia in ischemic stroke patients. Clin Neurol Neurosurg 2019; 186:105528. [DOI: 10.1016/j.clineuro.2019.105528] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 08/02/2019] [Accepted: 09/15/2019] [Indexed: 11/27/2022]
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Central Noradrenergic Agonists in the Treatment of Ischemic Stroke-an Overview. Transl Stroke Res 2019; 11:165-184. [PMID: 31327133 DOI: 10.1007/s12975-019-00718-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 07/01/2019] [Accepted: 07/02/2019] [Indexed: 02/03/2023]
Abstract
Ischemic stroke is the leading cause of morbidity and mortality with a significant health burden worldwide and few treatment options. Among the short- and long-term effects of ischemic stroke is the cardiovascular sympathetic autonomic dysfunction, presented in part as the by-product of the ischemic damage to the noradrenergic centers of the brain. Unlike high levels in the plasma, the brain may face suboptimal levels of norepinephrine (NE), with adverse effects on the clinical and functional outcomes of ischemic stroke. The intravenous administration of NE and other sympathomimetic agents, in an attempt to increase cerebral perfusion pressure, often aggravates the ischemia-induced rise in blood pressure (BP) with life-threatening consequences for stroke patients, the majority of whom present with hypertension at the time of admission. Unlike the systemic administration, the central administration of NE reduces BP while exerting anti-inflammatory and neuroprotective effects. These characteristics of centrally administered NE, combined with the short latency of response, make it an ideal candidate for use in the acute phase of stroke, followed by the use of centrally acting noradrenergic agonists, such as NE reuptake inhibitors and B2-adrenergic receptor agonists for stroke rehabilitation. In addition, a number of nonpharmacological strategies, such as transcutaneous vagus nerve stimulation (tVNS) and trigeminal nerve stimulation (TNS), have the potential to enhance the central noradrenergic functional activities and improve stroke clinical outcomes. Many factors could influence the efficacy of the noradrenergic treatment in stroke patients. These factors include the type of the noradrenergic agent; the dose, frequency, and duration of administration; the timing of administration in relation to the acute event; and the site and characteristics of the ischemic lesions. Having this knowledge, combined with the better understanding of the regulation of noradrenergic receptors in different parts of the brain, would pave the path for the successful use of the centrally acting noradrenergic agents in the management of ischemic stroke.
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Raghu ALB, Parker T, van Wyk A, Green AL. Insula stroke: the weird and the worrisome. Postgrad Med J 2019; 95:497-504. [PMID: 31296791 DOI: 10.1136/postgradmedj-2019-136732] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Revised: 06/10/2019] [Accepted: 06/23/2019] [Indexed: 01/10/2023]
Abstract
Infarction of the insula is a common scenario with large tissue-volume strokes in the middle cerebral artery territory. Considered to be part of the central autonomic network, infarction of this region is associated with autonomic disturbances, in particular cardiovascular dysregulation. Risk of aspiration following stroke is also associated with involvement of the insula, consistent with its purported participation in complex functions of the mouth and pharynx. Strokes restricted to the insula are rare and present with a broad range of symptoms that offer a window of insight into the diverse functionality of the insular cortex. Chemosensory, autonomic, vestibular, auditory, somatosensory, language and oropharyngeal functional deficits are all recognised, among others. Long-term sequelae are unknown but profound symptoms, such as hemiparesis, are usually transient. Understanding the patterns of dysfunction highlighted provides the basis for future strategies to optimise stroke management on the discovery of insula involvement.
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Affiliation(s)
| | - Tariq Parker
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK
| | - André van Wyk
- Acute Stroke Unit, Royal Berkshire Hospital, Reading, UK
| | - Alexander Laurence Green
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK.,Neurosurgery, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
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34
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Chen CH, Hung KS, Chung YC, Yeh ML. Mind-body interactive qigong improves physical and mental aspects of quality of life in inpatients with stroke: A randomized control study. Eur J Cardiovasc Nurs 2019; 18:658-666. [PMID: 31232097 DOI: 10.1177/1474515119860232] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
BACKGROUND Stroke, a medical condition that causes physical disability and mental health problems, impacts negatively on quality of life. Post-stroke rehabilitation is critical to restoring quality of life in these patients. OBJECTIVES This study was designed to evaluate the effect of a mind-body interactive qigong intervention on the physical and mental aspects of quality of life, considering bio-physiological and mental covariates in subacute stroke inpatients. METHODS A randomized controlled trial with repeated measures design was used. A total of 68 participants were recruited from the medical and rehabilitation wards at a teaching hospital in northern Taiwan and then randomly assigned either to the Chan-Chuang qigong group, which received standard care plus a 10-day mind-body interactive exercise program, or to the control group, which received standard care only. Data were collected using the National Institutes of Health Stroke Scale, Hospital Anxiety and Depression Scale, Short Form-12, stroke-related neurologic deficit, muscular strength, heart rate variability and fatigue at three time points: pre-intervention, halfway through the intervention (day 5) and on the final day of the intervention (day 10). RESULTS The results of the mixed-effect model analysis showed that the qigong group had a significantly higher quality of life score at day 10 (p<0.05) than the control group. Among the covariates, neurologic deficit (p=0.04), muscle strength (p=0.04), low frequency to high frequency ratio (p=0.02) and anxiety (p=0.04) were significantly associated with changes in quality of life. Conversely, heart rate, heart rate variability (standard deviation of normal-to-normal intervals, low frequency and high frequency), fatigue and depression were not significantly associated with change in quality of life (p >0.05). CONCLUSIONS This study supports the potential benefits of a 10-day mind-body interactive exercise (Chan-Chuang qigong) program for subacute stroke inpatients and provides information that may be useful in planning adjunctive rehabilitative care for stroke inpatients.
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Affiliation(s)
- Ching-Hsiang Chen
- Department of Nursing, Hsinchu Cathay General Hospital, Hsinchu, Taiwan
| | - Kuo-Sheng Hung
- Graduate Institute of Injury Prevention and Control, and Department of Neurosurgery, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan
| | - Yu-Chu Chung
- Department of Nursing, Yuanpei University of Medical Technology, Hsinchu, Taiwan
| | - Mei-Ling Yeh
- Department of Nursing, National Taipei University of Nursing & Health Sciences, Taipei, Taiwan
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35
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Tobaldini E, Proserpio P, Oppo V, Figorilli M, Fiorelli EM, Manconi M, Agostoni EC, Nobili L, Montano N, Horvath T, Bassetti CL. Cardiac autonomic dynamics during sleep are lost in patients with TIA and stroke. J Sleep Res 2019; 29:e12878. [PMID: 31192512 DOI: 10.1111/jsr.12878] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Revised: 04/26/2019] [Accepted: 04/27/2019] [Indexed: 01/28/2023]
Abstract
Ischaemic stroke is accompanied by important alterations of cardiac autonomic control, which have an impact on stroke outcome. In sleep, cardiac autonomic control oscillates with a predominant sympathetic modulation during REM sleep. We aimed to assess cardiac autonomic control in different sleep stages in patients with ischaemic stroke. Forty-five patients enrolled in the prospective, multicentre SAS-CARE study but without significant sleep-disordered breathing (apnea-hypopnea index < 15/hr) and without atrial fibrillation were included in this analysis. The mean age was 56 years, 68% were male, 76% had a stroke (n = 34, mean National Institutes of Health Stroke Scale [NIHSS] score of 5, 11 involving the insula) and 24% (n = 11) had a transitory ischaemic attack. Cardiac autonomic control was evaluated using three different tools (spectral, symbolic and entropy analysis) according to sleep stages on short segments of 250 beats in all patients. Polysomnographic studies were performed within 7 days and 3 months after the ischaemic event. No significant differences in cardiac autonomic control between sleep stages were observed in the acute phase and after 3 months. Predominant vagal modulation and decreased sympathetic modulation were observed across all sleep stages in ischaemic stroke involving the insula. Patients with ischaemic stroke and transitory ischaemic attack present a loss of cardiac autonomic dynamics during sleep in the first 3 months after the ischaemic event. This change could represent an adaptive phenomenon, protecting the cardiovascular system from the instabilities of autonomic control, or a risk factor for stroke, which precedes the ischaemic event.
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Affiliation(s)
- Eleonora Tobaldini
- Department of Internal Medicine, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy.,Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | | | - Valentina Oppo
- Department of Neuroscience, Niguarda Hospital, Milan, Italy
| | | | - Elisa M Fiorelli
- Department of Internal Medicine, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy.,Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Mauro Manconi
- Sleep and Epilepsy Center, Neurocenter of Southern Switzerland, Civic Hospital of Lugano, Lugano, Switzerland.,Department of Neurology, Inselspital, University Hospital, Bern, Switzerland
| | | | - Lino Nobili
- Department of Neuroscience, Niguarda Hospital, Milan, Italy.,Department of Neuroscience (DINOGMI), University of Genoa, Genoa, Italy
| | - Nicola Montano
- Department of Internal Medicine, Fondazione IRCCS Ca' Granda, Ospedale Maggiore Policlinico, Milan, Italy.,Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
| | - Thomas Horvath
- Department of Neurology, Inselspital, University Hospital, Bern, Switzerland
| | - Claudio L Bassetti
- Department of Neurology, Inselspital, University Hospital, Bern, Switzerland
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36
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Siecinski S, Tkacz EJ, Kostka PS. Comparison of HRV indices obtained from ECG and SCG signals from CEBS database. Biomed Eng Online 2019; 18:69. [PMID: 31153383 PMCID: PMC6545220 DOI: 10.1186/s12938-019-0687-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2019] [Accepted: 05/21/2019] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Heart rate variability (HRV) has become a useful tool of assessing the function of the heart and of the autonomic nervous system. Over the recent years, there has been interest in heart rate monitoring without electrodes. Seismocardiography (SCG) is a non-invasive technique of recording and analyzing vibrations generated by the heart using an accelerometer. In this study, we compare HRV indices obtained from SCG and ECG on signals from combined measurement of ECG, breathing and seismocardiogram (CEBS) database and determine the influence of heart beat detector on SCG signals. METHODS We considered two heart beat detectors on SCG signals: reference detector using R waves from ECG signal to detect heart beats in SCG and a heart beat detector using only SCG signal. We performed HRV analysis and calculated time and frequency features. RESULTS Beat detection performance of tested algorithm on all SCG signals is quite good on 85,954 beats ([Formula: see text], [Formula: see text]) despite lower performance on noisy signals. Correlation between HRV indices was calculated as coefficient of determination ([Formula: see text]) to determine goodness of fit to linear model. The highest [Formula: see text] values were obtained for mean interbeat interval ([Formula: see text] for reference algorithm, [Formula: see text] in the worst case), [Formula: see text] and [Formula: see text] ([Formula: see text] for the best case, [Formula: see text] for the worst case) and the lowest were obtained for [Formula: see text] ([Formula: see text] in the worst case). Using robust model improved achieved correlation between HRV indices obtained from ECG and SCG signals except the [Formula: see text] values of pNN50 values in signals p001-p020 and for all analyzed signals. CONCLUSIONS Calculated HRV indices derived from ECG and SCG are similar using two analyzed beat detectors, except SDNN, RMSSD, NN50, pNN50, and [Formula: see text]. Relationship of HRV indices derived from ECG and SCG was influenced by used beat detection method on SCG signal.
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Affiliation(s)
- Szymon Siecinski
- Department of Biosensors and Biomedical Signal Processing, Faculty of Biomedical Engineering, Silesian University of Technology, 40 Roosevelt's Street, 41-800, Zabrze, Poland
| | - Ewaryst J Tkacz
- Department of Biosensors and Biomedical Signal Processing, Faculty of Biomedical Engineering, Silesian University of Technology, 40 Roosevelt's Street, 41-800, Zabrze, Poland. .,Katowice School of Technology, 43 Rolna Street, 40-055, Katowice, Poland.
| | - Pawel S Kostka
- Department of Biosensors and Biomedical Signal Processing, Faculty of Biomedical Engineering, Silesian University of Technology, 40 Roosevelt's Street, 41-800, Zabrze, Poland
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The Effect of Stroke Subtypes on Baroreceptor Sensitivity, a Predict for Acute Stroke Outcome. BIOMED RESEARCH INTERNATIONAL 2019; 2019:7614828. [PMID: 31139650 PMCID: PMC6500628 DOI: 10.1155/2019/7614828] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Revised: 03/25/2019] [Accepted: 04/01/2019] [Indexed: 11/17/2022]
Abstract
Background Reduced baroreflex sensitivity (BRS) has been reported in patients with acute cardiovascular events. We tested the hypothesis that BRS varies in different subtypes of acute ischemic stroke (AIS) and that BRS is a predictor of clinical outcomes. Methods We examined autonomic parameters in 34 patients with AIS, including the small deep hemisphere infarction, the large hemisphere infarction, and the brainstem infarction groups on Day 1, Day 7, and Day 30 after AIS. Autonomic parameters were also evaluated in 18 age- and sex-matched healthy volunteers as a control group. The clinical outcomes were analyzed using the modified Rankin scale at 30 days after stroke. Results The BRS, Valsalva ratio, and heart rate response to deep breathing (HR-DB) were significantly lower in patients after AIS on admission than in controls (p<0.01). The frequency domain of HRV (LF/HF ratio) was significantly increased in patients after AIS compared to controls (p<0.05). BRS was significantly reduced in patients with large hemisphere infarction or brainstem infarction compared to patients with small deep hemisphere infarction on Day 1 after AIS (p<0.01). Stepwise logistic regression showed that the levels of BRS and NIHSS are prognostic factors of 1-month outcomes in patients with AIS. Conclusion Beside NIHSS score on admission, BRS is a potential prognostic factor of 1-month outcomes in patients with AIS. Patients with large hemisphere infarction or brainstem infarction have more blunting BRS than do those with lacunar infarction, which provides some insight into which patients may be expected to have a poor outcome.
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38
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Mo J, Huang L, Peng J, Ocak U, Zhang J, Zhang JH. Autonomic Disturbances in Acute Cerebrovascular Disease. Neurosci Bull 2019; 35:133-144. [PMID: 30311072 PMCID: PMC6357277 DOI: 10.1007/s12264-018-0299-2] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2018] [Accepted: 09/14/2018] [Indexed: 01/01/2023] Open
Abstract
Autonomic disturbances often occur in patients with acute cerebrovascular disease due to damage of the central autonomic network. We summarize the structures of the central autonomic network and the clinical tests used to evaluate the functions of the autonomic nervous system. We review the clinical and experimental findings as well as management strategies of post-stroke autonomic disturbances including electrocardiographic changes, cardiac arrhythmias, myocardial damage, thermoregulatory dysfunction, gastrointestinal dysfunction, urinary incontinence, sexual disorders, and hyperglycemia. The occurrence of autonomic disturbances has been associated with poor outcomes in stroke patients. Autonomic nervous system modulation appears to be an emerging therapeutic strategy for stroke management in addition to treatments for sensorimotor dysfunction.
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Affiliation(s)
- Jun Mo
- Department of Neurosurgery, The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Yiwu, 322000, China
- Department of Physiology and Pharmacology, Loma Linda University, Loma Linda, CA, 92350, USA
| | - Lei Huang
- Department of Physiology and Pharmacology, Loma Linda University, Loma Linda, CA, 92350, USA
- Department of Neurosurgery, Loma Linda University, Loma Linda, CA, 92350, USA
| | - Jianhua Peng
- Department of Physiology and Pharmacology, Loma Linda University, Loma Linda, CA, 92350, USA
| | - Umut Ocak
- Department of Physiology and Pharmacology, Loma Linda University, Loma Linda, CA, 92350, USA
| | - Jianmin Zhang
- Department of Neurosurgery, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China.
- Brain Research Institute, Zhejiang University, Hangzhou, 310000, China.
- Collaborative Innovation Center for Brain Science, Zhejiang University, Hangzhou, 310000, China.
| | - John H Zhang
- Department of Physiology and Pharmacology, Loma Linda University, Loma Linda, CA, 92350, USA.
- Department of Neurosurgery, Loma Linda University, Loma Linda, CA, 92350, USA.
- Department of Anesthesiology, Loma Linda University, Loma Linda, CA, 92350, USA.
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39
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Wang Z, He D, Zeng YY, Zhu L, Yang C, Lu YJ, Huang JQ, Cheng XY, Huang XH, Tan XJ. The spleen may be an important target of stem cell therapy for stroke. J Neuroinflammation 2019; 16:20. [PMID: 30700305 PMCID: PMC6352449 DOI: 10.1186/s12974-019-1400-0] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2018] [Accepted: 01/07/2019] [Indexed: 12/21/2022] Open
Abstract
Stroke is the most common cerebrovascular disease, the second leading cause of death behind heart disease and is a major cause of long-term disability worldwide. Currently, systemic immunomodulatory therapy based on intravenous cells is attracting attention. The immune response to acute stroke is a major factor in cerebral ischaemia (CI) pathobiology and outcomes. Over the past decade, the significant contribution of the spleen to ischaemic stroke has gained considerable attention in stroke research. The changes in the spleen after stroke are mainly reflected in morphology, immune cells and cytokines, and these changes are closely related to the stroke outcomes. Autonomic nervous system (ANS) activation, release of central nervous system (CNS) antigens and chemokine/chemokine receptor interactions have been documented to be essential for efficient brain-spleen cross-talk after stroke. In various experimental models, human umbilical cord blood cells (hUCBs), haematopoietic stem cells (HSCs), bone marrow stem cells (BMSCs), human amnion epithelial cells (hAECs), neural stem cells (NSCs) and multipotent adult progenitor cells (MAPCs) have been shown to reduce the neurological damage caused by stroke. The different effects of these cell types on the interleukin (IL)-10, interferon (IFN), and cholinergic anti-inflammatory pathways in the spleen after stroke may promote the development of new cell therapy targets and strategies. The spleen will become a potential target of various stem cell therapies for stroke represented by MAPC treatment.
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Affiliation(s)
- Zhe Wang
- Xiangtan Central Hospital, Clinical Practice Base of Central South University, Xiangtan, 411100, China.,Institute of Reproductive and Stem Cell Research, School of Basic Medical Science, Central South University, Changsha, 410000, China
| | - Da He
- Xiangtan Central Hospital, Clinical Practice Base of Central South University, Xiangtan, 411100, China
| | - Ya-Yue Zeng
- Xiangtan Central Hospital, Clinical Practice Base of Central South University, Xiangtan, 411100, China
| | - Li Zhu
- Xiangtan Central Hospital, Clinical Practice Base of Central South University, Xiangtan, 411100, China
| | - Chao Yang
- Xiangtan Central Hospital, Clinical Practice Base of Central South University, Xiangtan, 411100, China
| | - Yong-Juan Lu
- Xiangtan Central Hospital, Clinical Practice Base of Central South University, Xiangtan, 411100, China
| | - Jie-Qiong Huang
- Xiangtan Central Hospital, Clinical Practice Base of Central South University, Xiangtan, 411100, China
| | - Xiao-Yan Cheng
- Xiangtan Central Hospital, Clinical Practice Base of Central South University, Xiangtan, 411100, China
| | - Xiang-Hong Huang
- Xiangtan Central Hospital, Clinical Practice Base of Central South University, Xiangtan, 411100, China
| | - Xiao-Jun Tan
- Xiangtan Central Hospital, Clinical Practice Base of Central South University, Xiangtan, 411100, China.
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Evaluation of Cardiac Complications Following Hemorrhagic Stroke Using 5-Year Centers for Disease Control and Prevention (CDC) Database. J Clin Med 2018; 7:jcm7120519. [PMID: 30563186 PMCID: PMC6307079 DOI: 10.3390/jcm7120519] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 11/28/2018] [Accepted: 12/03/2018] [Indexed: 01/13/2023] Open
Abstract
Literature regarding cardiac deaths in hemorrhagic stroke patients is few. The aim of this study was to investigate the incidence and risk factors of cardiac death in hemorrhagic stroke patients. We used the multiple causes of death database from the Centers for Disease Control and Prevention Wide-ranging Online Data of the United States. We identified death certificates from 2006 to 2010 with hemorrhagic stroke (International Classification of Disease, Tenth Revision (ICD-10) code I60-62), or ischemic stroke (ICD-10 code I63), and evaluated the frequency and risk factors of reporting MI (ICD-10 code I20-25) or arrhythmias (ICD-10 code I44-45, I47-49) as the main cause of death in these populations. Over the five-year period, 224,359 death certificates that mentioned hemorrhagic stroke were identified, and the cause of death was MI in 8.95% and arrhythmia in 7.28% patients. With autopsy confirmation, the incidences of MI and arrhythmias in the hemorrhagic stroke group were still lower than the ischemic group. The odds ratio of reporting arrhythmias as a cause of death in hospitalized population was higher. A substantial percentage of hemorrhagic stroke patients had cardiac death. Greater efforts are needed to closely monitor high-risk groups such as females and the elderly.
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41
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Grilletti JVF, Scapini KB, Bernardes N, Spadari J, Bigongiari A, de Andrade e Souza Mazuchi F, Caperuto EC, Sanches IC, Rodrigues B, De Angelis K. Impaired baroreflex sensitivity and increased systolic blood pressure variability in chronic post-ischemic stroke. Clinics (Sao Paulo) 2018; 73:e253. [PMID: 30304297 PMCID: PMC6152139 DOI: 10.6061/clinics/2018/e253] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Accepted: 03/21/2018] [Indexed: 01/17/2023] Open
Abstract
OBJECTIVES Acute post-stroke patients present cardiovascular autonomic dysfunction, which manifests as lower heart rate variability and impaired baroreflex sensitivity. However, few studies performed to date have evaluated cardiovascular autonomic function in chronic post-stroke patients. The aim of this study was to evaluate cardiovascular autonomic modulation in chronic post-ischemic stroke patients. METHODS The seventeen enrolled subjects were divided into a stroke group (SG, n=10, 5±1 years after stroke) and a control group (CG, n=7). Non-invasive curves for blood pressure were continuously recorded (Finometer®) for 15 minutes while the subject was in a supine position. Heart rate variability and blood pressure variability were analyzed in the time and frequency domains. RESULTS No differences were observed in systolic and diastolic pressure and heart rate between post-stroke patients and healthy individuals. The SG group had lower indexes for heart rate variability in the time domain (standard deviation of normal to normal R-R intervals, SDNN; variance of normal to normal R-R intervals, VarNN; and root mean square differences of successive R-R intervals, RMSSD) and a lower high-frequency band for heart rate variability than was observed in the CG. Systolic blood pressure variability and the low-frequency band for systolic pressure were higher in post-stroke patients, while the alpha index was lower in the SG than in the CG. CONCLUSION After ischemic stroke, affected patients present chronically reduced heart rate variability, impaired cardiac vagal modulation, increased systolic blood pressure variability and higher sympathetic vascular modulation along with impaired baroreflex sensitivity, which can increase the risk of cardiovascular events, despite adequate blood pressure control.
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Affiliation(s)
| | - Katia Bilhar Scapini
- Laboratorio do Movimento Humano, Universidade Sao Judas Tadeu (USJT), Sao Paulo, SP, BR
| | - Nathalia Bernardes
- Laboratorio de Fisiologia Translacional, Universidade Nove de Julho (UNINOVE), Sao Paulo, SP, BR
| | | | | | | | - Erico Chagas Caperuto
- Laboratorio do Movimento Humano, Universidade Sao Judas Tadeu (USJT), Sao Paulo, SP, BR
| | - Iris Callado Sanches
- Laboratorio do Movimento Humano, Universidade Sao Judas Tadeu (USJT), Sao Paulo, SP, BR
| | - Bruno Rodrigues
- Departamento de Educacao Fisica Adaptada, Faculdade de Educacao Fisica, Universidade Estadual de Campinas (UNICAMP), Campinas, SP, BR
| | - Kátia De Angelis
- Departamento de Fisiologia, Universidade Federal de Sao Paulo (UNIFESP), Sao Paulo, SP, BR
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Lees T, Shad-Kaneez F, Simpson AM, Nassif NT, Lin Y, Lal S. Heart Rate Variability as a Biomarker for Predicting Stroke, Post-stroke Complications and Functionality. Biomark Insights 2018; 13:1177271918786931. [PMID: 30038486 PMCID: PMC6052496 DOI: 10.1177/1177271918786931] [Citation(s) in RCA: 71] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2018] [Accepted: 06/11/2018] [Indexed: 12/02/2022] Open
Abstract
Background: Heart rate variability (HRV) is a non-invasive measure of the function of the autonomic nervous system, and its dynamic nature may provide a means through which stroke and its associated complications may be predicted, monitored, and managed. Objective: The objective of this review is to identify and provide a critique on the most recent uses of HRV in stroke diagnosis/management and highlight areas that warrant further research. Methods: The MEDLINE, CINAHL, and OVID MEDLINE databases were canvassed using a systematic search strategy, for articles investigating the use of HRV in stroke diagnosis and management. Initial paper selections were based on title alone, and final paper inclusion was informed by a full-text critical appraisal. Results: The systematic search returned 98 records, of which 51 were unique. Following screening, 22 records were included in the final systematic review. The included papers provided some information regarding predicting incident stroke, which largely seems to be best predicted by time- and frequency-domain HRV parameters. Furthermore, post-stroke complications and functionality are similarly predicted by time- and frequency-domain parameters, as well as non-linear parameters in some instances. Conclusions: Current research provides good evidence that HRV parameters may have utility as a biomarker for stroke and for post-stroke complications and/or functionality. Future research would benefit from the integration of non-linear, and novel parameters, the hybridisation of HRV parameters, and the expansion of the utilisation of predictive regression and hazard modelling.
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Affiliation(s)
- Ty Lees
- Neuroscience Research Unit, School of Life Sciences, University of Technology Sydney, Broadway, NSW, Australia.,School of Life Sciences, University of Technology Sydney, Broadway, NSW, Australia.,Centre for Health Technologies, University of Technology Sydney, Broadway, NSW, Australia
| | - Fatima Shad-Kaneez
- School of Life Sciences, University of Technology Sydney, Broadway, NSW, Australia.,Centre for Health Technologies, University of Technology Sydney, Broadway, NSW, Australia
| | - Ann M Simpson
- School of Life Sciences, University of Technology Sydney, Broadway, NSW, Australia.,Centre for Health Technologies, University of Technology Sydney, Broadway, NSW, Australia
| | - Najah T Nassif
- School of Life Sciences, University of Technology Sydney, Broadway, NSW, Australia.,Centre for Health Technologies, University of Technology Sydney, Broadway, NSW, Australia
| | - Yiguang Lin
- School of Life Sciences, University of Technology Sydney, Broadway, NSW, Australia
| | - Sara Lal
- Neuroscience Research Unit, School of Life Sciences, University of Technology Sydney, Broadway, NSW, Australia.,School of Life Sciences, University of Technology Sydney, Broadway, NSW, Australia.,Centre for Health Technologies, University of Technology Sydney, Broadway, NSW, Australia
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Autonomic dysfunction predicts poor outcome in stroke: Updates on recent autonomic research. Clin Auton Res 2018; 28:9-11. [PMID: 29305815 DOI: 10.1007/s10286-017-0498-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Accepted: 12/21/2017] [Indexed: 10/18/2022]
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Constantinescu V, Matei D, Costache V, Cuciureanu D, Arsenescu-Georgescu C. Linear and nonlinear parameters of heart rate variability in ischemic stroke patients. Neurol Neurochir Pol 2017; 52:194-206. [PMID: 29110883 DOI: 10.1016/j.pjnns.2017.10.002] [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] [Received: 05/16/2017] [Revised: 09/22/2017] [Accepted: 10/03/2017] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Cardiovascular system presents cortical modulation. Post-stroke outcome can be highly influenced by autonomic nervous system disruption. Heart rate variability (HRV) analysis is a simple non-invasive method to assess sympatho-vagal balance. OBJECTIVES The purpose of this study was to investigate cardiac autonomic activity in ischemic stroke patients and to asses HRV nonlinear parameters beside linear ones. METHODS We analyzed HRV parameters in 15 right and 15 left middle cerebral artery ischemic stroke patients, in rest condition and during challenge (standing and deep breathing). Data were compared with 15 age- and sex-matched healthy controls. RESULTS There was an asymmetric response after autonomic stimulation tests depending on the cortical lateralization in ischemic stroke patients. In resting state, left hemisphere stroke patients presented enhanced parasympathetic control of the heart rate (higher values for RMSSD, pNN50 and HF in normalized units). Right hemisphere ischemic stroke patients displayed a reduced cardiac parasympathetic modulation during deep breathing test. Beside time and frequency domain, using short-term ECG monitoring, cardiac parasympathetic modulation can also be assessed by nonlinear parameter SD1, that presented strong positive correlation with time and frequency domain parameters RMSSD, pNN50, HFnu, while DFA α1 index presented negative correlation with the same indices and positive correlation with the LFnu and LF/HF ratio, indicating a positive association with the sympatho-vagal balance. CONCLUSIONS Cardiac monitoring in clinical routine using HRV analysis in order to identify autonomic imbalance may highlight cardiac dysfunctions, thus helping preventing potential cardiovascular complications, especially in right hemisphere ischemic stroke patients with sympathetic hyperactivation.
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Affiliation(s)
- V Constantinescu
- Neurology Department, Faculty of Medicine, University of Medicine and Pharmacy, No 16, University Street, Iasi 700115, Romania(1)
| | - D Matei
- Department of Biomedical Sciences, Faculty of Medical Bioengineering, University of Medicine and Pharmacy, No 16, University Street, Iasi 700115, Romania.
| | - V Costache
- Cardiovascular Surgery Department, University "L. Blaga", Faculty of Medicine, No 2A, Lucian Blaga Street, Sibiu 550169, Romania
| | - D Cuciureanu
- Neurology Department, Faculty of Medicine, University of Medicine and Pharmacy, No 16, University Street, Iasi 700115, Romania(1)
| | - C Arsenescu-Georgescu
- Cardiology Department, Faculty of Medicine, University of Medicine and Pharmacy, No 16, University Street, Iasi 700115, Romania
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Abstract
Neurocardiology is an emerging specialty that addresses the interaction between the brain and the heart, that is, the effects of cardiac injury on the brain and the effects of brain injury on the heart. This review article focuses on cardiac dysfunction in the setting of stroke such as ischemic stroke, brain hemorrhage, and subarachnoid hemorrhage. The majority of post-stroke deaths are attributed to neurological damage, and cardiovascular complications are the second leading cause of post-stroke mortality. Accumulating clinical and experimental evidence suggests a causal relationship between brain damage and heart dysfunction. Thus, it is important to determine whether cardiac dysfunction is triggered by stroke, is an unrelated complication, or is the underlying cause of stroke. Stroke-induced cardiac damage may lead to fatality or potentially lifelong cardiac problems (such as heart failure), or to mild and recoverable damage such as neurogenic stress cardiomyopathy and Takotsubo cardiomyopathy. The role of location and lateralization of brain lesions after stroke in brain-heart interaction; clinical biomarkers and manifestations of cardiac complications; and underlying mechanisms of brain-heart interaction after stroke, such as the hypothalamic-pituitary-adrenal axis; catecholamine surge; sympathetic and parasympathetic regulation; microvesicles; microRNAs; gut microbiome, immunoresponse, and systemic inflammation, are discussed.
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Affiliation(s)
- Zhili Chen
- From the Gerontology and Neurological Institute, Tianjin Medical University General Hospital, China (Z.C., T.Y., J.C.); Department of Neurology, Henry Ford Hospital, Detroit, MI (P.V., D.S., M.C., J.C.); and Department of Physics, Oakland University, Rochester, MI (M.C.)
| | - Poornima Venkat
- From the Gerontology and Neurological Institute, Tianjin Medical University General Hospital, China (Z.C., T.Y., J.C.); Department of Neurology, Henry Ford Hospital, Detroit, MI (P.V., D.S., M.C., J.C.); and Department of Physics, Oakland University, Rochester, MI (M.C.)
| | - Don Seyfried
- From the Gerontology and Neurological Institute, Tianjin Medical University General Hospital, China (Z.C., T.Y., J.C.); Department of Neurology, Henry Ford Hospital, Detroit, MI (P.V., D.S., M.C., J.C.); and Department of Physics, Oakland University, Rochester, MI (M.C.)
| | - Michael Chopp
- From the Gerontology and Neurological Institute, Tianjin Medical University General Hospital, China (Z.C., T.Y., J.C.); Department of Neurology, Henry Ford Hospital, Detroit, MI (P.V., D.S., M.C., J.C.); and Department of Physics, Oakland University, Rochester, MI (M.C.)
| | - Tao Yan
- From the Gerontology and Neurological Institute, Tianjin Medical University General Hospital, China (Z.C., T.Y., J.C.); Department of Neurology, Henry Ford Hospital, Detroit, MI (P.V., D.S., M.C., J.C.); and Department of Physics, Oakland University, Rochester, MI (M.C.)
| | - Jieli Chen
- From the Gerontology and Neurological Institute, Tianjin Medical University General Hospital, China (Z.C., T.Y., J.C.); Department of Neurology, Henry Ford Hospital, Detroit, MI (P.V., D.S., M.C., J.C.); and Department of Physics, Oakland University, Rochester, MI (M.C.).
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Xiong L, Tian G, Wang L, Lin W, Chen X, Leung TWH, Soo YOY, Wong LKS. External Counterpulsation Increases Beat-to-Beat Heart Rate Variability in Patients with Ischemic Stroke. J Stroke Cerebrovasc Dis 2017; 26:1487-1492. [PMID: 28396189 DOI: 10.1016/j.jstrokecerebrovasdis.2017.03.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 01/29/2017] [Accepted: 03/03/2017] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND AND PURPOSE External counterpulsation (ECP) is a noninvasive method used to augment cerebral perfusion in ischemic stroke. However, the response of beat-to-beat heart rate variability (HRV) in patients with ischemic stroke during ECP remains unknown. METHODS Forty-eight patients with unilateral ischemic stroke at the subacute stage and 14 healthy controls were recruited. Beat-to-beat heart rate before, during, and after ECP was monitored. The frequency components of HRV were calculated using power spectral analysis. Very low frequency (VLF; <.04 Hz), low frequency (LF; .04-.15 Hz), high frequency (HF; .15-.40 Hz), total power spectral density (TP; <.40 Hz), and LF/HF ratio were calculated. RESULTS In stroke patients, although there were no statistical differences in all of the HRV components, the HRV at VLF showed a trend of increase during ECP compared with baseline in the left-sided stroke patients (P = .083). After ECP, the HRV at LF and TP remained higher than baseline in the right-sided stroke patients (LF, 209.4 versus 117.9, P = .050; TP, 1275.6 versus 390.2, P = .017, respectively). Besides, the HRV at TP also increased after ECP compared with baseline in the left-sided stroke patients (563.0 versus 298.3, P = .029). CONCLUSIONS Irrespective of the side of the ischemia, patients showed an increased beat-to-beat HRV after ECP. Additionally, sympathetic and parasympathetic cardiac modulations were increased after ECP in patients after right-sided subacute stroke.
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Affiliation(s)
- Li Xiong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Ge Tian
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Li Wang
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Wenhua Lin
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Xiangyan Chen
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Thomas Wai Hong Leung
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Yannie Oi Yan Soo
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - Lawrence Ka Sing Wong
- Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong, China.
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Motor Sequence Learning in Healthy Older Adults Is Not Necessarily Facilitated by Transcranial Direct Current Stimulation (tDCS). Geriatrics (Basel) 2016; 1:geriatrics1040032. [PMID: 31022825 PMCID: PMC6371143 DOI: 10.3390/geriatrics1040032] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2016] [Revised: 11/23/2016] [Accepted: 11/28/2016] [Indexed: 11/17/2022] Open
Abstract
Background: Transcranial Direct Current Stimulation (tDCS) of the primary motor cortex (M1) can modulate neuronal activity, and improve performance of basic motor tasks. The possibility that tDCS could assist in rehabilitation (e.g., for paresis post-stroke) offers hope but the evidence base is incomplete, with some behavioural studies reporting no effect of tDCS on complex motor learning. Older adults who show age-related decline in movement and learning (skills which tDCS could potentially facilitate), are also under-represented within tDCS literature. To address these issues, we examined whether tDCS would improve motor sequence learning in healthy young and older adults. Methods: In Experiment One, young participants learned 32 aiming movements using their preferred (right) hand whilst receiving: (i) 30 min Anodal Stimulation of left M1; (ii) 30 min Cathodal Stimulation of right M1; or (iii) 30 min Sham. Experiment Two used a similar task, but with older adults receiving Anodal Stimulation or Sham. Results: Whilst motor learning occurred in all participants, tDCS did not improve the rate or accuracy of motor learning for either age group. Conclusion: Our results suggest that the effects of tDCS may be limited to motor performance with no clear beneficial effects for motor learning.
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Koszewicz M, Michalak S, Bilinska M, Budrewicz S, Zaborowski M, Slotwinski K, Podemski R, Ejma M. Profile of autonomic dysfunctions in patients with primary brain tumor and possible autoimmunity. Clin Neurol Neurosurg 2016; 151:51-54. [PMID: 27788421 DOI: 10.1016/j.clineuro.2016.10.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2016] [Revised: 10/13/2016] [Accepted: 10/21/2016] [Indexed: 12/30/2022]
Abstract
OBJECTIVE Cerebral lesion due to different neurological conditions could be complicated by autonomic dysfunction, reported in the literature as a sympathetic hyperactivity. The mechanisms of dysautonomia still remains partial. The aim of the study was to assess the profile of autonomic dysfunction in patient with primary brain tumors, with attempt to estimate the additional factors in pathogenesis of dysautonomia. MATERIAL AND METHODS Neurological examinations, the Low's autonomic disorder questionnaire, electrophysiological autonomic tests (Heart Rate Variability test at rest and during deep breathing, spectral analysis of R-R intervals, sympathetic skin response test), studies of peripheral nerves, blood sampling collection for antibodies were done in 33 patients with recognized primary brain tumors. RESULTS The averaged Low's Questionnaire score in the patients group was significantly higher than in the controls, systolic blood pressure was increased, heart rate tended to be higher without significance, but heart rate variability was severe low, LF/HF ratio also tended to be higher in the patients group. In SSR test the amplitude of responses from hand and foot was significantly lower without changes in their latencies. We found changes in the electrophysiological tests of peripheral nerves, and positive anti-neural antibodies in 5 patients. CONCLUSIONS The results of the study indicated to the sympathetic nervous system hyperactivity in patients with primary brain tumors. Local brain lesion with high intracranial pressure, additional peripheral nerve damage probably in the course of autoimmunity, and direct influence of autoimmunity to the central part of autonomic nervous system are possible in the pathogenesis of dysautonomia.
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Affiliation(s)
- Magdalena Koszewicz
- Department of Neurology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland.
| | - Slawomir Michalak
- Department of Neurochemistry and Neuropathology, Poznan University of Medical Sciences, Przybyszewskiego 49, 60-355 Poznan, Poland; Neuroimmunological Unit, Miroslaw Mossakowski Medical Research Center of the Polish Academy of Sciences, Przybyszewskiego 49, 60-355 Poznan, Poland.
| | - Malgorzata Bilinska
- Department of Neurology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland.
| | - Slawomir Budrewicz
- Department of Neurology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland.
| | - Mikolaj Zaborowski
- Division of Gynecologic Oncology, Department of Gynecology, Obstetrics and Gynecologic Oncology, Poznan University of Medical Sciences, Polna 33, 60-535 Poznan, Poland.
| | - Krzysztof Slotwinski
- Department of Neurology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland.
| | - Ryszard Podemski
- Department of Neurology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland.
| | - Maria Ejma
- Department of Neurology, Wroclaw Medical University, Borowska 213, 50-556 Wroclaw, Poland.
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Nayani S, Sreedharan SE, Namboodiri N, Sarma PS, Sylaja PN. Autonomic dysfunction in first ever ischemic stroke: Prevalence, predictors and short term neurovascular outcome. Clin Neurol Neurosurg 2016; 150:54-58. [PMID: 27588371 DOI: 10.1016/j.clineuro.2016.08.022] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2016] [Revised: 08/12/2016] [Accepted: 08/22/2016] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Central autonomic dysfunction(AD) is reported post-stroke. Very few studies have looked at its impact on neurovascular outcome. We sought to study the prevalence and predictors of autonomic dysfunction in patients with first ever acute ischemic stroke and its impact on discharge and short term outcome. PATIENTS AND METHODS Consecutive patients who presented between 2-4 weeks post stroke were prospectively recruited. Study period was April 2012-March 2014 (2 years). Subjects underwent clinical autonomic function testing using Ewing's battery at bedside and 24h Holter analysis for heart rate variability(HRV). HRV parameters studied included both time domain and frequency domain measures. Neurological and cardiovascular outcomes were assessed at discharge,3 months and 1year. RESULTS Of 101 patients of mean age 63yrs, 72% were men.Majority had moderate to severe strokes at onset (Mean NIHSS-13.9,MRS-3.1). Clinical bedside autonomic testing criteria were comparable to Holter detected dysautonomia in our study population (p value 0.3). Clinical autonomic dysfunction had a positive association with male gender whereas onset stroke severity and Insular involvement were associated with significantly higher incidence of autonomic dysfunction with both methodology. Those with autonomic dysfunction had more stroke severity at discharge, which was independent of onset severity. Increasing age, hemispheric laterality or presence of comorbidities had no impact on post-stroke dysautonomia. CONCLUSIONS Insular involvement and higher disability at onset are associated with greater incidence of autonomic dysfunction post-stroke. Those with AD had higher chance of infarct expansion and in hospital cardiovascular complications and poorer outcome at 1year, independent of onset stroke severity.
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Affiliation(s)
- Sandeep Nayani
- Comprehensive Stroke Care Program, Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India
| | - Sapna Erat Sreedharan
- Comprehensive Stroke Care Program, Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India.
| | - Narayanan Namboodiri
- Department of Cardiology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India
| | - P Sankara Sarma
- Department of Biostatistics, AchutaMenon Centre for Health Science Studies, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India
| | - P N Sylaja
- Comprehensive Stroke Care Program, Department of Neurology, Sree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India
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Ruthirago D, Julayanont P, Tantrachoti P, Kim J, Nugent K. Cardiac Arrhythmias and Abnormal Electrocardiograms After Acute Stroke. Am J Med Sci 2016; 351:112-8. [PMID: 26802767 DOI: 10.1016/j.amjms.2015.10.020] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2015] [Accepted: 09/04/2015] [Indexed: 10/22/2022]
Abstract
Cardiac arrhythmias and electrocardiogram (ECG) abnormalities occur frequently but are often underrecognized after strokes. Acute ischemic and hemorrhagic strokes in some particular area of brain can disrupt central autonomic control of the heart, precipitating cardiac arrhythmias, ECG abnormalities, myocardial injury and sometimes sudden death. Identification of high-risk patients after acute stroke is important to arrange appropriate cardiac monitoring and effective management of arrhythmias, and to prevent cardiac morbidity and mortality. More studies are needed to better clarify pathogenesis, localization of areas associated with arrhythmias and practical management of arrhythmias and abnormal ECGs after acute stroke.
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Affiliation(s)
- Doungporn Ruthirago
- Department of Neurology, Texas Tech University Health Sciences Center, Lubbock, Texas.
| | - Parunyou Julayanont
- Department of Neurology, Texas Tech University Health Sciences Center, Lubbock, Texas
| | - Pakpoom Tantrachoti
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
| | - Jongyeol Kim
- Department of Neurology, Texas Tech University Health Sciences Center, Lubbock, Texas
| | - Kenneth Nugent
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas
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