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Pendergrast TR, Chapin CA, Kriegermeier AA, Pardo AC, Bass LM, Sanchez-Pinto LN. Heart rate variability is associated with encephalopathy and outcomes in pediatric acute liver failure. Pediatr Res 2023; 93:1348-1353. [PMID: 35927573 DOI: 10.1038/s41390-022-02225-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 07/11/2022] [Accepted: 07/18/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND More than half of children with pediatric acute liver failure (PALF) experience hepatic encephalopathy (HE), which is related to poor outcomes; however, HE is difficult to diagnose in children. The objective of this study was to evaluate if heart rate variability (HRV), a continuous measure of autonomic nervous system function, was related to the presence and severity of HE as well as clinical outcomes in children with PALF. METHODS We conducted a retrospective observational cohort study of 38 critically ill children with PALF to examine the association between HRV and HE severity and clinical outcome. HRV was estimated using the integer HRV (HRVi). Categorical variables were compared using the Fisher Exact test and continuous variables were compared using Kruskal-Wallis tests. Associations between grades of HE and minimum and median HRVi were evaluated with Pearson's correlation, with p values <0.05 considered significant. RESULTS A more negative median and minimum HRVi, indicating poorer autonomic nervous system function, was significantly associated with abnormal EEG findings, presence of HE, and poor outcomes (death or listing for transplant). CONCLUSIONS Heart rate variability may hold promise to predict outcomes in children with PALF, but these findings should be replicated in a larger sample. IMPACT The findings of our study suggest that heart rate variability is associated with clinical outcomes in children with acute liver failure, a cohort for which prognostics are challenging, especially in young children and infants. Use of heart rate variability in the clinical setting may facilitate earlier detection of children with pediatric acute liver failure (PALF) at high risk for severe hepatic encephalopathy and poor outcomes. Identification of children with PALF at high risk of decompensation may assist clinicians in making decisions about liver transplantation, an important, but resource-limited, treatment of PALF.
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Affiliation(s)
| | - Catherine A Chapin
- Gastroenterology, Hepatology, and Nutrition, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Alyssa A Kriegermeier
- Gastroenterology, Hepatology, and Nutrition, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Andrea C Pardo
- Neurology and Epilepsy, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Lee M Bass
- Gastroenterology, Hepatology, and Nutrition, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - L Nelson Sanchez-Pinto
- Critical Care and Preventive Medicine Health and Biomedical Informatics, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
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2
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Quispe-Cornejo AA, Crippa IA, Bakos P, Dominguez-Faure A, Creteur J, Taccone FS. Correlation between heart rate variability and cerebral autoregulation in septic patients. Auton Neurosci 2023; 244:103051. [PMID: 36493585 DOI: 10.1016/j.autneu.2022.103051] [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: 11/28/2021] [Revised: 10/20/2022] [Accepted: 11/09/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Heart rate variability (HRV) may provide an estimation of the autonomous nervous system (ANS) integrity in critically ill patients. Disturbances of cerebral autoregulation (CAR) may share common pathways of ANS dysfunction. AIM To explore whether changes in HRV and CAR index correlate in critically ill septic patients. METHODS Prospectively collected data on septic adult (> 18 years) patients admitted into a mixed Intensive Care between February 2016 and August 2019 with a recorded transcranial doppler CAR assessment. CAR was assessed calculating the Pearson's correlation coefficient (i.e. mean flow index, Mxa) between the left middle cerebral artery flow velocity (FV), insonated with a 2-MHz probe, and invasive blood pressure (BP) signal, both recorded simultaneously through a Doppler Box (DWL, Germany). MATLAB software was used for CAR assessment using a validated script; a Mxa >0.3 was considered as impaired CAR. HRV was assessed during the same time period using a specific software (Kubios HRV 3.2.0) and analyzed in both time-domain and frequency domain methods. Correlation between HRV-derived variables and Mxa were assessed using the Spearman's coefficient. RESULTS A total of 141 septic patients was studied; median Mxa was 0.35 [0.13-0.60], with 77 (54.6 %) patients having an impaired CAR. Mxa had a significant although weak correlation with HRV time domain (SDNN, r = 0.17, p = 0.04; RMSSD, r = 0.18, p = 0.03; NN50, r = 0.23, p = 0.006; pNN50, r = 0.23, p = 0.007), frequency domain (FFT-HF, r = 0.21; p = 0.01; AR-HF, r = 0.19; p = 0.02), and non-linear domain (SD1, r = 0.18, p = 0.03) parameters. Impaired CAR patients had also all of these HRV-derived parameters higher than those with intact CAR. CONCLUSIONS In this exploratory study, a potential association of ANS dysfunction and impaired CAR during sepsis was observed.
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Affiliation(s)
- Armin Alvaro Quispe-Cornejo
- Department of Intensive Care, Erasme University Hospital, Brussels, Belgium; Instituto Académico Científico Quispe-Cornejo, INAAQC, La Paz, Bolivia.
| | | | - Péter Bakos
- Department of Intensive Care, Erasme University Hospital, Brussels, Belgium; Instituto Académico Científico Quispe-Cornejo, INAAQC, La Paz, Bolivia
| | | | - Jacques Creteur
- Department of Intensive Care, Erasme University Hospital, Brussels, Belgium
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Terwindt LE, Schuurmans J, van der Ster BJP, Wensing CAGCL, Mulder MP, Wijnberge M, Cherpanath TGV, Lagrand WK, Karlas AA, Verlinde MH, Hollmann MW, Geerts BF, Veelo DP, Vlaar APJ. Incidence, Severity and Clinical Factors Associated with Hypotension in Patients Admitted to an Intensive Care Unit: A Prospective Observational Study. J Clin Med 2022; 11:jcm11226832. [PMID: 36431308 PMCID: PMC9696980 DOI: 10.3390/jcm11226832] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 10/19/2022] [Accepted: 11/15/2022] [Indexed: 11/22/2022] Open
Abstract
Background: The majority of patients admitted to the intensive care unit (ICU) experience severe hypotension which is associated with increased morbidity and mortality. At present, prospective studies examining the incidence and severity of hypotension using continuous waveforms are missing. Methods: This study is a prospective observational cohort study in a mixed surgical and non-surgical ICU population. All patients over 18 years were included and continuous arterial pressure waveforms data were collected. Mean arterial pressure (MAP) below 65 mmHg for at least 10 s was defined as hypotension and a MAP below 45 mmHg as severe hypotension. The primary outcome was the incidence of hypotension. Secondary outcomes were the severity of hypotension expressed in time-weighted average (TWA), factors associated with hypotension, the number and duration of hypotensive events. Results: 499 patients were included. The incidence of hypotension (MAP < 65 mmHg) was 75% (376 out of 499) and 9% (46 out of 499) experienced severe hypotension. Median TWA was 0.3 mmHg [0−1.0]. Associated clinical factors were age, male sex, BMI and cardiogenic shock. There were 5 (1−12) events per patients with a median of 52 min (5−170). Conclusions: In a mixed surgical and non-surgical ICU population the incidence of hypotension is remarkably high.
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Affiliation(s)
- Lotte E. Terwindt
- Department of Anesthesiology, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
| | - Jaap Schuurmans
- Department of Intensive Care, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
| | - Björn J. P. van der Ster
- Department of Anesthesiology, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
| | - Carin A. G. C. L. Wensing
- Department of Anesthesiology, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
| | - Marijn P. Mulder
- Cardiovascular and Respiratory Physiology Group, Technical Medical Center, University of Twente, Drienerlolaan 5, 7522 NB Enschede, The Netherlands
| | - Marije Wijnberge
- Department of Anesthesiology, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
| | - Thomas G. V. Cherpanath
- Department of Intensive Care, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
| | - Wim K. Lagrand
- Department of Intensive Care, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
| | - Alain A. Karlas
- Department of Anesthesiology, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
| | - Mark H. Verlinde
- Department of Anesthesiology, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
| | - Markus W. Hollmann
- Department of Anesthesiology, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
- Laboratory of Experimental Intensive Care and Anesthesiology, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
| | - Bart F. Geerts
- Department of Anesthesiology, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
| | - Denise P. Veelo
- Department of Anesthesiology, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
- Correspondence: ; Tel.: +31-(0)20-562-7421
| | - Alexander P. J. Vlaar
- Department of Intensive Care, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
- Laboratory of Experimental Intensive Care and Anesthesiology, Amsterdam UMC, Location Academic Medical Center, University of Amsterdam, Meibergdreef 9, P.O. Box 22660, 1105 AZ Amsterdam, The Netherlands
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Owen A, Patel JM, Parekh D, Bangash MN. Mechanisms of Post-critical Illness Cardiovascular Disease. Front Cardiovasc Med 2022; 9:854421. [PMID: 35911546 PMCID: PMC9334745 DOI: 10.3389/fcvm.2022.854421] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 06/22/2022] [Indexed: 11/13/2022] Open
Abstract
Prolonged critical care stays commonly follow trauma, severe burn injury, sepsis, ARDS, and complications of major surgery. Although patients leave critical care following homeostatic recovery, significant additional diseases affect these patients during and beyond the convalescent phase. New cardiovascular and renal disease is commonly seen and roughly one third of all deaths in the year following discharge from critical care may come from this cluster of diseases. During prolonged critical care stays, the immunometabolic, inflammatory and neurohumoral response to severe illness in conjunction with resuscitative treatments primes the immune system and parenchymal tissues to develop a long-lived pro-inflammatory and immunosenescent state. This state is perpetuated by persistent Toll-like receptor signaling, free radical mediated isolevuglandin protein adduct formation and presentation by antigen presenting cells, abnormal circulating HDL and LDL isoforms, redox and metabolite mediated epigenetic reprogramming of the innate immune arm (trained immunity), and the development of immunosenescence through T-cell exhaustion/anergy through epigenetic modification of the T-cell genome. Under this state, tissue remodeling in the vascular, cardiac, and renal parenchymal beds occurs through the activation of pro-fibrotic cellular signaling pathways, causing vascular dysfunction and atherosclerosis, adverse cardiac remodeling and dysfunction, and proteinuria and accelerated chronic kidney disease.
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Affiliation(s)
- Andrew Owen
- Department of Critical Care, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham, United Kingdom
- Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
| | - Jaimin M. Patel
- Department of Critical Care, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham, United Kingdom
- Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
| | - Dhruv Parekh
- Department of Critical Care, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham, United Kingdom
- Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
| | - Mansoor N. Bangash
- Department of Critical Care, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham, United Kingdom
- Birmingham Acute Care Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, United Kingdom
- *Correspondence: Mansoor N. Bangash
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Okazaki T, Yoshida T, Uchino S, Sasabuchi Y. Association of onset time of new-onset atrial fibrillation with in-hospital mortality among critically ill patients: A secondary analysis of a prospective multicenter observational study. IJC HEART & VASCULATURE 2021; 36:100880. [PMID: 34632043 PMCID: PMC8488237 DOI: 10.1016/j.ijcha.2021.100880] [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: 08/08/2021] [Revised: 09/01/2021] [Accepted: 09/18/2021] [Indexed: 11/16/2022]
Abstract
Background New-onset atrial fibrillation (AF) in critically ill patients is associated with adverse outcomes. In non-critical settings, the circadian variation in paroxysmal AF is of significant interest; however, circadian variation in critically ill patients with new-onset AF has not been thoroughly studied. This study aimed to examine the association between AF onset time and in-hospital mortality. Methods This was a secondary analysis of a prospective multicenter observational study enrolling adult critically ill patients. According to AF onset time, patients were divided into nighttime (0:00–7:59), daytime (8:00–15:59), and evening (16:00–23:59). We conducted a multiple logistic regression analysis to assess the potential association between AF onset time and in-hospital mortality. We also assessed the distribution of AF onset, crude in-hospital mortality, and adjusted in-hospital mortality according to bihourly intervals. Results Of 423 patients, in-hospital mortality was 26%. During nighttime, 135 patients (32%) developed new-onset AF. AF emerged during daytime for 141 (33%) and during evening for 147 (35%). Daytime AF was significantly associated with an increased risk of in-hospital mortality (adjusted OR: 1.92; 95% CI: 1.07–3.44; p = 0.030). Bihourly interval analysis showed that adjusted in-hospital mortality was unevenly distributed and bimodal with troughs between 6:00 and 7:59 and between 18:00 and 19:59. A similar trend was seen in the distribution of the number of new-onset AF. Conclusions We found that the bihourly adjusted in-hospital mortality was distributed in a bimodal fashion. Further research is needed to determine the causes of the diurnal variation and its impact on patient outcomes.
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Affiliation(s)
- Tomoya Okazaki
- Emergency Medical Center, Kagawa University Hospital, Japan
| | - Takuo Yoshida
- Intensive Care Unit, Department of Anesthesiology, Jikei University School of Medicine, Japan.,Department of Intensive Care Medicine, Tokyo Women's Medical University, Japan
| | - Shigehiko Uchino
- Intensive Care Unit, Department of Anesthesiology, Jikei University School of Medicine, Japan
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Armañac-Julián P, Hernando D, Lázaro J, de Haro C, Magrans R, Morales J, Moeyersons J, Sarlabous L, López-Aguilar J, Subirà C, Fernández R, Orini M, Laguna P, Varon C, Gil E, Bailón R, Blanch L. Cardiopulmonary coupling indices to assess weaning readiness from mechanical ventilation. Sci Rep 2021; 11:16014. [PMID: 34362950 PMCID: PMC8346488 DOI: 10.1038/s41598-021-95282-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 07/20/2021] [Indexed: 02/07/2023] Open
Abstract
The ideal moment to withdraw respiratory supply of patients under Mechanical Ventilation at Intensive Care Units (ICU), is not easy to be determined for clinicians. Although the Spontaneous Breathing Trial (SBT) provides a measure of the patients' readiness, there is still around 15-20% of predictive failure rate. This work is a proof of concept focused on adding new value to the prediction of the weaning outcome. Heart Rate Variability (HRV) and Cardiopulmonary Coupling (CPC) methods are evaluated as new complementary estimates to assess weaning readiness. The CPC is related to how the mechanisms regulating respiration and cardiac pumping are working simultaneously, and it is defined from HRV in combination with respiratory information. Three different techniques are used to estimate the CPC, including Time-Frequency Coherence, Dynamic Mutual Information and Orthogonal Subspace Projections. The cohort study includes 22 patients in pressure support ventilation, ready to undergo the SBT, analysed in the 24 h previous to the SBT. Of these, 13 had a successful weaning and 9 failed the SBT or needed reintubation -being both considered as failed weaning. Results illustrate that traditional variables such as heart rate, respiratory frequency, and the parameters derived from HRV do not differ in patients with successful or failed weaning. Results revealed that HRV parameters can vary considerably depending on the time at which they are measured. This fact could be attributed to circadian rhythms, having a strong influence on HRV values. On the contrary, significant statistical differences are found in the proposed CPC parameters when comparing the values of the two groups, and throughout the whole recordings. In addition, differences are greater at night, probably because patients with failed weaning might be experiencing more respiratory episodes, e.g. apneas during the night, which is directly related to a reduced respiratory sinus arrhythmia. Therefore, results suggest that the traditional measures could be used in combination with the proposed CPC biomarkers to improve weaning readiness.
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Affiliation(s)
- Pablo Armañac-Julián
- Biomedical Signal Interpretation and Computational Simulation (BSICoS) group at the Aragón Institute of Engineering Research (I3A), IIS Aragón, University of Zaragoza, Zaragoza, Spain.
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain.
| | - David Hernando
- Biomedical Signal Interpretation and Computational Simulation (BSICoS) group at the Aragón Institute of Engineering Research (I3A), IIS Aragón, University of Zaragoza, Zaragoza, Spain
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Jesús Lázaro
- Biomedical Signal Interpretation and Computational Simulation (BSICoS) group at the Aragón Institute of Engineering Research (I3A), IIS Aragón, University of Zaragoza, Zaragoza, Spain
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Candelaria de Haro
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació Parc Taulí I3PT, Universitat Autónoma de Barcelona, Sabadell, Spain
- CIBER de Enfermedades Respiratorias (CIBER-ES), Instituto de Salud Carlos III, Madrid, Spain
| | | | - John Morales
- Department of Electrical Engineering-ESAT, STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven, Belgium
| | - Jonathan Moeyersons
- Department of Electrical Engineering-ESAT, STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven, Belgium
| | - Leonardo Sarlabous
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació Parc Taulí I3PT, Universitat Autónoma de Barcelona, Sabadell, Spain
| | - Josefina López-Aguilar
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació Parc Taulí I3PT, Universitat Autónoma de Barcelona, Sabadell, Spain
- CIBER de Enfermedades Respiratorias (CIBER-ES), Instituto de Salud Carlos III, Madrid, Spain
| | - Carles Subirà
- Department of Intensive Care, Fundació Althaia, Universitat Internacional de Catalunya, Manresa, Spain
| | - Rafael Fernández
- CIBER de Enfermedades Respiratorias (CIBER-ES), Instituto de Salud Carlos III, Madrid, Spain
- Department of Intensive Care, Fundació Althaia, Universitat Internacional de Catalunya, Manresa, Spain
| | - Michele Orini
- Institute of Cardiovascular Science, University College London, London, UK
- Barts Heart Centre, St Bartholomews Hospital, University College London, London, UK
| | - Pablo Laguna
- Biomedical Signal Interpretation and Computational Simulation (BSICoS) group at the Aragón Institute of Engineering Research (I3A), IIS Aragón, University of Zaragoza, Zaragoza, Spain
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Carolina Varon
- Department of Electrical Engineering-ESAT, STADIUS Center for Dynamical Systems, Signal Processing and Data Analytics, KU Leuven, Leuven, Belgium
- Circuits and Systems (CAS) group, Delft University of Technology, Delft, The Netherlands
| | - Eduardo Gil
- Biomedical Signal Interpretation and Computational Simulation (BSICoS) group at the Aragón Institute of Engineering Research (I3A), IIS Aragón, University of Zaragoza, Zaragoza, Spain
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Raquel Bailón
- Biomedical Signal Interpretation and Computational Simulation (BSICoS) group at the Aragón Institute of Engineering Research (I3A), IIS Aragón, University of Zaragoza, Zaragoza, Spain
- CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Lluís Blanch
- Critical Care Center, Hospital Universitari Parc Taulí, Institut d'Investigació Parc Taulí I3PT, Universitat Autónoma de Barcelona, Sabadell, Spain
- CIBER de Enfermedades Respiratorias (CIBER-ES), Instituto de Salud Carlos III, Madrid, Spain
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Badke CM, Marsillio LE, Carroll MS, Weese-Mayer DE, Sanchez-Pinto LN. Development of a Heart Rate Variability Risk Score to Predict Organ Dysfunction and Death in Critically Ill Children. Pediatr Crit Care Med 2021; 22:e437-e447. [PMID: 33710071 DOI: 10.1097/pcc.0000000000002707] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
OBJECTIVES Determine whether the Heart Rate Variability Dysfunction score, a novel age-normalized measure of autonomic nervous system dysregulation, is associated with the development of new or progressive multiple organ dysfunction syndrome or death in critically ill children. DESIGN, SETTING, AND PATIENTS This was a retrospective, observational cohort study from 2012 to 2018. Patients admitted to the PICU with at least 12 hours of continuous heart rate data available from bedside monitors during the first 24 hours of admission were included in the analysis. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS Heart rate variability was measured using the integer heart rate variability, which is the sd of the heart rate sampled every 1 second over 5 consecutive minutes. The Heart Rate Variability Dysfunction score was derived from age-normalized values of integer heart rate variability and transformed, so that higher scores were indicative of lower integer heart rate variability and a proxy for worsening autonomic nervous system dysregulation. Heart Rate Variability Dysfunction score performance as a predictor of new or progressive multiple organ dysfunction syndrome and 28-day mortality were determined using the area under the receiver operating characteristic curve. Of the 7,223 patients who met inclusion criteria, 346 patients (4.8%) developed new or progressive multiple organ dysfunction syndrome, and 103 (1.4%) died by day 28. For every one-point increase in the median Heart Rate Variability Dysfunction score in the first 24 hours of admission, there was a 25% increase in the odds of new or progressive multiple organ dysfunction syndrome and a 51% increase in the odds of mortality. The median Heart Rate Variability Dysfunction score in the first 24 hours had an area under the receiver operating characteristic curve to discriminate new or progressive multiple organ dysfunction syndrome of 0.67 and to discriminate mortality of 0.80. These results were reproducible in a temporal validation cohort. CONCLUSIONS The Heart Rate Variability Dysfunction score, an age-adjusted proxy for autonomic nervous system dysregulation derived from bedside monitor data is independently associated with new or progressive multiple organ dysfunction syndrome and mortality in PICU patients. The Heart Rate Variability Dysfunction score could potentially be used as a single continuous physiologic biomarker or as part of a multivariable prediction model to increase awareness of at-risk patients and augment clinical decision-making.
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Affiliation(s)
- Colleen M Badke
- Division of Critical Care Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Stanley Manne Children's Research Institute, Chicago, IL
- Data Analytics and Reporting, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Division of Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Lauren E Marsillio
- Division of Critical Care Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Stanley Manne Children's Research Institute, Chicago, IL
- Data Analytics and Reporting, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Division of Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Michael S Carroll
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Data Analytics and Reporting, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - Debra E Weese-Mayer
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Stanley Manne Children's Research Institute, Chicago, IL
- Division of Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
| | - L Nelson Sanchez-Pinto
- Division of Critical Care Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL
- Stanley Manne Children's Research Institute, Chicago, IL
- Data Analytics and Reporting, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
- Division of Autonomic Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL
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8
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Wu MA, Catena E, Castelli A, Rech R, Borghi B, Ottolina D, Fossali T, Cogliati C, Colombo R. Autonomic biomarkers of shock in idiopathic systemic capillary leak syndrome. PLoS One 2021; 16:e0251775. [PMID: 34061871 PMCID: PMC8168872 DOI: 10.1371/journal.pone.0251775] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Accepted: 05/03/2021] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVE The term Idiopathic Systemic Capillary Leak Syndrome (ISCLS) refers to an uncommon condition of severe distributive shock, resulting from an abrupt shift of fluids and proteins from the intravascular to the interstitial compartment. We hypothesise that the autonomic nervous system (ANS) fails in regulating the response to hypovolemia in acute ISCLS and that ANS variables characterise the progression to the recovery. DESIGN Prospective cohort study of patients admitted to ICU for severe ISCLS flares. SETTING Single, referral center in Italy for ISCLS. PATIENTS Analysis of cardiovascular signals recorded during seven severe ISCLS attacks and one prodromal period in five patients. INTERVENTIONS ANS was studied non-invasively by means of heart rate variability (HRV) and blood pressure variability analysis, as an estimation of vagal and sympathetic modulation directed to the heart and vessels. Heart rate and systolic arterial pressure (SAP) variability were also used to assess baroreflex sensitivity. ANS variables were measured during the subsequent phases which characterise ISCLS flares, namely the acute phase, the post-acute phase, and the recovery phase. MEASUREMENTS AND MAIN RESULTS HRV was severely depressed during the acute phase accounting for the loss of ANS modulation during massive capillary extravasation. This phase was characterised by shock and impaired baroreflex control, which allowed SAP to oscillate driven by respiratory activity. Impending shock and transition from shock to a post-acute phase were marked by change of baroreflex spectral variables. The baroreflex control was fully restored during recovery. CONCLUSIONS ANS modulation and baroreflex control are severely impaired during the acute haemodynamic instability which characterises ISCLS crises and their progressive restoration may be a clue of improvement. ANS indices during ISCLS flares might serve as useful biomarkers, able to timely announce the transition from one phase to the subsequent one, thus helping to adapt therapy accordingly.
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Affiliation(s)
- Maddalena Alessandra Wu
- Division of Internal Medicine, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital–Polo Universitario—University of Milan, Milan, Italy
| | - Emanuele Catena
- Division of Anesthesiology and Intensive Care, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital–Polo Universitario—University of Milan, Milan, Italy
| | - Antonio Castelli
- Division of Anesthesiology and Intensive Care, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital–Polo Universitario—University of Milan, Milan, Italy
| | - Roberto Rech
- Division of Anesthesiology and Intensive Care, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital–Polo Universitario—University of Milan, Milan, Italy
| | - Beatrice Borghi
- Division of Anesthesiology and Intensive Care, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital–Polo Universitario—University of Milan, Milan, Italy
| | - Davide Ottolina
- Division of Anesthesiology and Intensive Care, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital–Polo Universitario—University of Milan, Milan, Italy
| | - Tommaso Fossali
- Division of Anesthesiology and Intensive Care, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital–Polo Universitario—University of Milan, Milan, Italy
| | - Chiara Cogliati
- Division of Internal Medicine, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital–Polo Universitario—University of Milan, Milan, Italy
| | - Riccardo Colombo
- Division of Anesthesiology and Intensive Care, ASST Fatebenefratelli Sacco, Luigi Sacco Hospital–Polo Universitario—University of Milan, Milan, Italy
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Bottasso E. Toward the Existence of a Sympathetic Neuroplasticity Adaptive Mechanism Influencing the Immune Response. A Hypothetical View-Part II. Front Endocrinol (Lausanne) 2019; 10:633. [PMID: 31620088 PMCID: PMC6760024 DOI: 10.3389/fendo.2019.00633] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2019] [Accepted: 08/30/2019] [Indexed: 01/16/2023] Open
Abstract
In the preceding work, a hypothesis on the existence of a specific neural plasticity program from sympathetic fibers innervating secondary lymphoid organs was introduced. This proposed adaptive mechanism would involve segmental retraction and degeneration of noradrenergic terminals during the immune system (IS) activation followed by regeneration once the IS returns to the steady-state. Starting from such view, this second part presents clinical and experimental evidence allowing to envision that this sympathetic neural plasticity mechanism is also operative on inflamed non-lymphoid peripheral tissues. Importantly, the sympathetic nervous system regulates most of the physiological bodily functions, ranging from cardiovascular, respiratory and gastro-intestinal functions to endocrine and metabolic ones, among others. Thus, it seems sensible to think that compensatory programs should be put into place during inflammation in non-lymphoid tissues as well, to avoid the possible detrimental consequences of a sympathetic blockade. Nevertheless, in many pathological scenarios like severe sepsis, chronic inflammatory diseases, or maladaptive immune responses, such compensatory programs against noradrenergic transmission impairment would fail to develop. This would lead to a manifest sympathetic dysfunction in the above-mentioned settings, partly accounting for their underlying pathophysiological basis; which is also discussed. The physiological/teleological significance for the whole neural plasticity process is postulated, as well.
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Affiliation(s)
- Emanuel Bottasso
- Departments of Pathology and Physiology, Faculty of Medicine, Centro de Altos Estudios en Ciencias Humanas y de la Salud, Universidad Abierta Interamericana, Rosario, Argentina
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Marsillio LE, Manghi T, Carroll MS, Balmert LC, Wainwright MS. Heart rate variability as a marker of recovery from critical illness in children. PLoS One 2019; 14:e0215930. [PMID: 31100075 PMCID: PMC6524820 DOI: 10.1371/journal.pone.0215930] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Accepted: 04/10/2019] [Indexed: 01/05/2023] Open
Abstract
Objectives The purpose of this study was to Identify whether changes in heart rate variability (HRV) could be detected as critical illness resolves by comparing HRV from the time of pediatric intensive care unit (PICU) admission with HRV immediately prior to discharge. We also sought to demonstrate that HRV derived from electrocardiogram (ECG) data from bedside monitors can be calculated in critically-ill children using a real-time, streaming analytics platform. Methods This was a retrospective, observational pilot study of 17 children aged 0 to 18 years admitted to the PICU of a free-standing, academic children’s hospital. Three time-domain measures of HRV were calculated in real-time from bedside monitor ECG data and stored for analysis. Measures included: root mean square of successive differences between NN intervals (RMSSD), percent of successive NN interval differences above 50 ms (pNN50), and the standard deviation of NN intervals (SDNN). Results HRV values calculated from the first and last 24 hours of PICU stay were analyzed. Mixed effects models demonstrated that all three measures of HRV were significantly lower during the first 24 hours compared to the last 24 hours of PICU admission (p<0.001 for all three measures). In models exploring the relationship between time from admission and log HRV values, the predicted average HRV remained consistently higher in the last 24 hours of PICU stay compared to the first 24 hours. Conclusion HRV was significantly lower in the first 24 hours compared to the 24 hours preceding PICU discharge, after resolution of critical illness. This demonstrates that it is feasible to detect changes in HRV using an automated, streaming analytics platform. Continuous tracking of HRV may serve as a marker of recovery in critically ill children.
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Affiliation(s)
- Lauren E. Marsillio
- Division of Critical Care Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, United States of America
- * E-mail:
| | - Tomas Manghi
- Department of Pediatrics, Yale School of Medicine, New Haven, CT, United States of America
| | - Michael S. Carroll
- Data Analytics and Reporting, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL, United States of America
| | - Lauren C. Balmert
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America
| | - Mark S. Wainwright
- Division of Pediatric Neurology, Department of Neurology, University of Washington, Seattle, WA, United States of America
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Badke CM, Marsillio LE, Weese-Mayer DE, Sanchez-Pinto LN. Autonomic Nervous System Dysfunction in Pediatric Sepsis. Front Pediatr 2018; 6:280. [PMID: 30356758 PMCID: PMC6189408 DOI: 10.3389/fped.2018.00280] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2018] [Accepted: 09/14/2018] [Indexed: 12/17/2022] Open
Abstract
The autonomic nervous system (ANS) plays a major role in maintaining homeostasis through key adaptive responses to stress, including severe infections and sepsis. The ANS-mediated processes most relevant during sepsis include regulation of cardiac output and vascular tone, control of breathing and airway resistance, inflammation and immune modulation, gastrointestinal motility and digestion, and regulation of body temperature. ANS dysfunction (ANSD) represents an imbalanced or maladaptive response to injury and is prevalent in pediatric sepsis. Most of the evidence on ANSD comes from studies of heart rate variability, which is a marker of ANS function and is inversely correlated with organ dysfunction and mortality. In addition, there is evidence that other measures of ANSD, such as respiratory rate variability, skin thermoregulation, and baroreflex and chemoreflex sensitivity, are associated with outcomes in critical illness. The relevance of understanding ANSD in the context of pediatric sepsis stems from the fact that it might play an important role in the pathophysiology of sepsis, is associated with outcomes, and can be measured continuously and noninvasively. Here we review the physiology and dysfunction of the ANS during critical illness, discuss methods for measuring ANS function in the intensive care unit, and review the diagnostic, prognostic, and therapeutic value of understanding ANSD in pediatric sepsis.
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Affiliation(s)
- Colleen M. Badke
- Division of Critical Care Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Lauren E. Marsillio
- Division of Critical Care Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Debra E. Weese-Mayer
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Center for Autonomic Medicine in Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States
- Stanley Manne Children's Research Institute, Chicago, IL, United States
| | - L. Nelson Sanchez-Pinto
- Division of Critical Care Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, United States
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Stanley Manne Children's Research Institute, Chicago, IL, United States
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12
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Lo SF, Chen WL, Muo CH, Chen PC, Chen SY, Kuo CL, Sung FC. Microvascular Parameters Help to Predict Stroke Risk in the Asian Diabetic Population in Taiwan: A Population Based Case-Control Study. Front Neurol 2018; 9:719. [PMID: 30210440 PMCID: PMC6123532 DOI: 10.3389/fneur.2018.00719] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 08/08/2018] [Indexed: 02/02/2023] Open
Abstract
Intensive glycemic control has not shown consistent findings in stroke prevention for diabetes patients, particularly for those with microvascular complications. This case-control study evaluates the risks of stroke in Asian diabetic population with microvascular complications. From the insurance claims of Taiwan, we identified 67,426 type 2 diabetic mellitus (DM) patients with newly diagnosed stroke in 2000–2011 and 134,852 randomly selected controls with DM but without stroke, matched by sex, age, and number of years since diagnosis of DM. Conditional logistic regression analysis measured crude odds ratios (OR) and adjusted odds ratio (aOR) of stroke and 95% confidence intervals (CI) for associations with demographic status, comorbidities, and microvascular complications: retinopathy (RetP), neuropathy (NeuP) or nephropathy (NepP). The aOR of stroke increased significantly associated with each complication: 1.47 with RetP, 1.73 with NeuP and 1.23 with NepP. The risk increased further when there was a combination of complications. The overall aOR of stroke was 2.83 (95% CI 2.58–3.09) for stroke patients with 3 microvascular complications. The corresponding aOR of ischemic stroke was 2.64 (95% CI 2.39–2.91) and that of hemorrhagic stroke was 4.12 (95% CI 3.25–5.22). The number of microvascular complications positively correlated to the prevalence of comorbidity (p < 0.01). This study suggests that microvascular complications are significant stroke predictors, with a greater involvement for ischemic stroke than for hemorrhagic stroke. Multiple microvascular complications interactively increase the stroke risk. Our study contributes to the identification of high-risk subjects for stroke prevention and adequate glycemic control.
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Affiliation(s)
- Sui-Foon Lo
- Department of Physical Medicine and Rehabilitation, China Medical University Hospital, Taichung, Taiwan.,Department of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan
| | - Wei-Liang Chen
- Department of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan.,Medical College of Wisconsin and Children's Hospital of Wisconsin, Milwaukee, WI, United States
| | - Chih-Hsin Muo
- Management Office for Health Data, China Medical University Hospital, China Medical University, Taichung, Taiwan
| | - Pei-Chun Chen
- Department of Public Health, College of Public Health, China Medical University, Taichung, Taiwan
| | - Shih-Yin Chen
- Department of Chinese Medicine, College of Chinese Medicine, China Medical University, Taichung, Taiwan.,Department of Medical Genetics, China Medical University Hospital, Taichung, Taiwan
| | - Chih Lan Kuo
- Department of Physical Medicine and Rehabilitation, China Medical University Hospital, Taichung, Taiwan
| | - Fung-Chang Sung
- Management Office for Health Data, China Medical University Hospital, China Medical University, Taichung, Taiwan.,Department of Health Services Administration, College of Public Health, China Medical University, Taichung, Taiwan
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Lee HJ, Suh YJ, Kim AJ, Han SB, Durey A. Hemodynamic changes in patients with influenza A after propacetamol infusion in the emergency department. Am J Emerg Med 2018. [DOI: 10.1016/j.ajem.2017.06.037] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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14
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Wong WCL, Lit ACH. Prospective Observational Study on Heart Rate Variability in Emergency Department Patients with Sepsis. HONG KONG J EMERG ME 2017. [DOI: 10.1177/102490791101800507] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Objective To study the predictive value of heart rate variability in septic patients presented to the emergency department. Design Cross sectional study. Setting Emergency department. Methods Septic patients in the emergency department were recruited according to criteria. Heart rate variability data on time domain and frequency domain were generated from Holter records. Sequential Organ Failure Assessment, clinical progress and laboratory values were used to access the outcomes. Results Spectral power of total power (TP), low frequency (LF), very low frequency (VLF) and normalised low frequency (nLF) are shown to be significantly reduced in patients with sepsis who deteriorated (p=0.0070, 0.0032, 0.0005 and 0.0109 respectively). Cut off value 172.5 of VLF can identify all septic patients with potential deterioration. Conclusions Application of heart rate variability recording in emergency department is feasible and helpful in early identification of potentially deteriorating septic patients.
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15
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Reimer P, Máca J, Szturz P, Jor O, Kula R, Ševčík P, Burda M, Adamus M. Role of heart-rate variability in preoperative assessment of physiological reserves in patients undergoing major abdominal surgery. Ther Clin Risk Manag 2017; 13:1223-1231. [PMID: 29033572 PMCID: PMC5614745 DOI: 10.2147/tcrm.s143809] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Background Major abdominal surgery (MAS) is associated with increased morbidity and mortality. The main objective of our study was to evaluate the predictive value of heart-rate variability (HRV) concerning development of postoperative complications in patients undergoing MAS. The secondary objectives were to identify the relationship of HRV and use of vasoactive drugs during anesthesia, intensive care unit length of stay (ICU-LOS), and hospital length of stay (H-LOS). Patients and methods Sixty-five patients scheduled for elective MAS were enrolled in a prospective, single-center, observational study. HRV was measured by spectral analysis (SA) preoperatively during orthostatic load. Patients were divided according to cardiac autonomic reactivity (CAR; n=23) and non-cardiac autonomic reactivity (NCAR; n=30). Results The final analysis included 53 patients. No significant difference was observed between the two groups regarding type of surgery, use of minimally invasive techniques or epidural catheter, duration of surgery and anesthesia, or the amount of fluid administered intraoperatively. The NCAR group had significantly greater intraoperative blood loss than the CAR group (541.7±541.9 mL vs 269.6±174.3 mL, p<0.05). In the NCAR group, vasoactive drugs were used during anesthesia more frequently (n=21 vs n=4; p<0.001), and more patients had at least one postoperative complication compared to the CAR group (n=19 vs n=4; p<0.01). Furthermore, the NCAR group had more serious complications (Clavien–Dindo ≥ Grade III n=6 vs n=0; p<0.05) and a greater number of complications than the CAR group (n=57 vs n=5; p<0.001). Significant differences were found for two specific subgroups of complications: hypotension requiring vasoactive drugs (NCAR: n=10 vs CAR: n=0; p<0.01) and ileus (NCAR: n=11 vs CAR: n=2; p<0.05). Moreover, significant differences were found in the ICU-LOS (NCAR: 5.7±3.5 days vs CAR: 2.6±0.7 days; p<0.0001) and H-LOS (NCAR: 12.2±5.6 days vs CAR: 7.2±1.7 days; p<0.0001). Conclusion Preoperative HRV assessment during orthostatic load is objective and useful for identifying patients with low autonomic physiological reserves and high risk of poor post-operative course.
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Affiliation(s)
- Petr Reimer
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Ostrava
| | - Jan Máca
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Ostrava
| | - Pavel Szturz
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Ostrava
| | - Ondřej Jor
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Ostrava
| | - Roman Kula
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Ostrava
| | - Pavel Ševčík
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Ostrava
| | - Michal Burda
- Institute for Research and Applications of Fuzzy Modeling, Centre of Excellence IT4Innovations, University of Ostrava, Ostrava
| | - Milan Adamus
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Olomouc, Olomouc, Czech Republic
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16
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Huang C, Alamili M, Rosenberg J, Gögenur I. Heart rate variability is reduced during acute uncomplicated diverticulitis. J Crit Care 2015; 32:189-95. [PMID: 26776154 DOI: 10.1016/j.jcrc.2015.12.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2015] [Revised: 09/30/2015] [Accepted: 12/07/2015] [Indexed: 01/06/2023]
Abstract
BACKGROUND The aim of the present study was to report the trajectory of heart rate variability (HRV) indices during a low-grade acute inflammation and their associations to biomarkers for infection. METHODS Twelve patients with uncomplicated acute diverticulitis completed this observational study, which composed of 3 sessions of continuous HRV recording from 9 PM to 8 AM during ongoing diverticulitis and at complete remission (baseline). The blood samples were collected at each study session measuring C-reactive protein (CRP) and leukocytes. RESULTS This study showed that the trajectories of the HRV indices were decreased both in time and frequency domains during acute diverticulitis compared to baseline. In particular, the indices reflecting the balance of sympathetic and parasympathetic activities were affected: standard deviation of normal-to-normal beats (P = .003), low-frequency power (P < .001), and total power (P = .001). These HRV changes indicate alterations in the autonomic nervous system during acute inflammation. All reductions of mean HRV indices had significant (P < .001) correlations to increased CRP correlations to increased CRP levels during diverticulitis suggesting inflammatory involvement in the observed HRV alterations. CONCLUSION We found substantial HRV depression in relation to acute uncomplicated diverticulitis, and this was associated with the elevated CRP levels.
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Affiliation(s)
- Chenxi Huang
- Department of Surgery, University of Copenhagen, Roskilde and Køge Hospitals, DK-4600, Køge, Denmark; Department of Surgical Gastroenterology, University of Copenhagen, Herlev Hospital, DK-2730, Herlev, Denmark.
| | - Mahdi Alamili
- Department of Surgery, University of Copenhagen, Roskilde and Køge Hospitals, DK-4600, Køge, Denmark
| | - Jacob Rosenberg
- Department of Surgical Gastroenterology, University of Copenhagen, Herlev Hospital, DK-2730, Herlev, Denmark
| | - Ismail Gögenur
- Department of Surgery, University of Copenhagen, Roskilde and Køge Hospitals, DK-4600, Køge, Denmark
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Critical Appraisal of the Milwaukee Protocol for Rabies: This Failed Approach Should Be Abandoned. Can J Neurol Sci 2015; 43:44-51. [PMID: 26639059 DOI: 10.1017/cjn.2015.331] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The Milwaukee protocol has been attributed to survival in rabies encephalitis despite a lack of scientific evidence supporting its therapeutic measures. We have reviewed the literature with reference to specific treatment recommendations made within the protocol. Current literature fails to support an important role for excitotoxicity and cerebral vasospasm in rabies encephalitis. Therapies suggested in the Milwaukee protocol include therapeutic coma, ketamine infusion, amantadine, and the screening/prophylaxis/management of cerebral vasospasm. None of these therapies can be substantiated in rabies or other forms of acute viral encephalitis. Serious concerns over the current protocol recommendations are warranted. The recommendations made by the Milwaukee protocol warrant serious reconsideration before any future use of this failed protocol.
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Alqahtani MF, Marsillio LE, Rozenfeld RA. A Review of Biomarkers and Physiomarkers in Pediatric Sepsis. CLINICAL PEDIATRIC EMERGENCY MEDICINE 2014. [DOI: 10.1016/j.cpem.2014.04.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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Wieske L, Chan Pin Yin DRPP, Verhamme C, Schultz MJ, van Schaik IN, Horn J. Autonomic dysfunction in ICU-acquired weakness: a prospective observational pilot study. Intensive Care Med 2013; 39:1610-7. [PMID: 23793889 DOI: 10.1007/s00134-013-2991-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2013] [Accepted: 06/03/2013] [Indexed: 10/26/2022]
Abstract
PURPOSE Intensive care unit-acquired weakness (ICU-AW) is a frequent complication of critical illness. It is unknown if patients with ICU-AW also have autonomic dysfunction, another frequent neurological complication of critical illness. We hypothesized that patients who develop ICU-AW also develop autonomic dysfunction. Furthermore, we hypothesized that patients with ICU-AW are more prone to develop autonomic dysfunction compared to patients without ICU-AW. METHODS This was an observational cohort study of patients newly admitted to the ICU. Autonomic dysfunction was measured daily using heart rate variability (HRV) to a maximum of 15 days after admission. ICU-AW was diagnosed using the Medical Research Council score. Abnormal HRV was defined using age-matched reference values. The association between ICU-AW and HRV was analyzed using linear mixed effects models. RESULTS We included 83 patients, 15 (18 %) of whom were diagnosed with ICU-AW. Of 279 HRV measurements, 204 could be analyzed. Abnormal HRV was found in all critically ill patients irrespective of the presence of ICU-AW (ICU-AW 100 % (IQR 71-100) vs. no ICU-AW 100 % (IQR 40-100); p = 0.40). Mechanical ventilation, sedation, norepinephrine, heart rate, and HRV artifacts were identified as confounders for HRV. ICU-AW was not associated with HRV. CONCLUSION Abnormal HRV is frequent in critically ill patients, both with and without ICU-AW. It is unlikely that patients with ICU-AW are more prone to develop abnormal HRV. However, we found that abnormal HRV may not be an accurate indicator of autonomic dysfunction because of confounders.
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Affiliation(s)
- L Wieske
- Department of Intensive Care Medicine, Academic Medical Center, University of Amsterdam, Meibergdreef 9, Room G3-228, P.O. Box 22700, 1105 AZ, Amsterdam, The Netherlands.
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20
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Wieske L, Kiszer ER, Schultz MJ, Verhamme C, van Schaik IN, Horn J. Examination of cardiovascular and peripheral autonomic function in the ICU: a pilot study. J Neurol 2012; 260:1511-7. [PMID: 23275003 DOI: 10.1007/s00415-012-6818-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2012] [Revised: 12/17/2012] [Accepted: 12/19/2012] [Indexed: 12/19/2022]
Abstract
UNLABELLED Critical illness may affect the autonomic nervous system. Decreased cardiovascular autonomic function measured by heart rate variability (HRV) has been reported in critically ill patients but limited information exists about other autonomic functions. The cold face test (CFT) and skin wrinkle test (SWT) have never been investigated in critically ill patients. Feasibility and safety of the CFT and SWT were investigated in critically ill patients. EXCLUSION CRITERIA polyneuropathy, autonomic neuropathy, admission after stroke, spinal cord injury or cardiac arrest. For the CFT, a cold pack was applied to the forehead to measure the maximal increase in RR interval. The simulated SWT was used and wrinkling was assessed on a five-point scale. HRV was investigated using power spectral analysis of continuous 5-min ECG recordings. Twelve critically ill patients were included (mean age 54). No adverse effects for the CFT and SWT were noted. The CFT could be performed in 10 patients and showed an abnormal response in 9. The SWT could be performed in 11 patients; results were abnormal in 6. HRV analysis showed decreased HRV in all patients. CFT and HRV responses were correlated with each other, no correlation was found between SWT and CFT or HRV results. The CFT and SWT are feasible and safe in critically ill patients. Cardiovascular dysfunction may be more prevalent in critical illness than peripheral sympathetic dysfunction. Influence of confounders and further validation of these tests needs to be investigated.
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Affiliation(s)
- L Wieske
- Department of Intensive Care Medicine, Academic Medical Center, University of Amsterdam, Meibergdreef 9, room G3-228, PO box 22700, 1105 AZ, Amsterdam, The Netherlands.
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Blanco PJ, Trenhago PR, Fernandes LG, Feijóo RA. On the integration of the baroreflex control mechanism in a heterogeneous model of the cardiovascular system. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2012; 28:412-433. [PMID: 25365656 DOI: 10.1002/cnm.1474] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2011] [Revised: 08/11/2011] [Accepted: 09/01/2011] [Indexed: 06/04/2023]
Abstract
The aim of the present work is to describe the integration of a mathematical model for the baroreceptor reflex mechanism to provide regulatory action into a dimensionally heterogeneous (3D-1D-0D) closed-loop model of the cardiovascular system. Such heterogeneous model comprises a 1D description of the arterial tree, a 0D network for the venous, cardiac and pulmonary circulations and 3D patient-specific geometries for vascular districts of interest. Thus, the detailed topological description of the arterial network allows us to perform vasomotor control actions in a differentiated way, while gaining insight about the effects of the baroreflex regulation over hemodynamic quantities of interest throughout the entire network. Two examples of application are presented. Firstly, we simulate the hemorrhage in the abdominal aorta artery and analyze the action of the baroreflex over the system. Secondly, the self-regulated closed-loop model is applied to study the influence of the control action in the hemodynamic environment that determines the blood flow pattern in a cerebral aneurism in the presence of a regurgitating aortic valve.
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Affiliation(s)
- P J Blanco
- Laboratório Nacional de Computação Científica, Av. Getúlio Vargas 333, Quitandinha, 25651-075, Petrópolis, Brazil; Instituto Nacional de Ciência e Tecnologia em Medicina Assistida por Computação Científica, Petrópolis, Brazil.
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22
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Abstract
PURPOSE OF REVIEW New developments in mechanical ventilation have focused on increasing the patient's control of the ventilator by implementing information on lung mechanics and respiratory drive. Effort-adapted modes of assisted breathing are presented and their potential advantages are discussed. RECENT FINDINGS Adaptive support ventilation, proportional assist ventilation with load adjustable gain factors and neurally adjusted ventilatory assist are ventilatory modes that follow the concept of adapting the assist to a defined target, instantaneous changes in respiratory drive or lung mechanics. Improved patient ventilator interaction, sufficient unloading of the respiratory muscles and increased comfort have been recently associated with these ventilator modalities. There are, however, scarce data with regard to outcome improvement, such as length of mechanical ventilation, ICU stay or mortality (commonly accepted targets to demonstrate clinical superiority). SUMMARY Within recent years, a major step forward in the evolution of assisted (effort-adapted) modes of mechanical ventilation was accomplished. There is growing evidence that supports the physiological concept of closed-loop effort-adapted assisted modes of mechanical ventilation. However, at present, the translation into a clear outcome benefit remains to be proven. In order to fill the knowledge gap that impedes the broader application, larger randomized controlled trials are urgently needed. However, with clearly proven drawbacks of conventional assisted modes such as pressure support ventilation, it is probably about time to leave these modes introduced decades ago behind.
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23
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Abstract
The syndrome of chronic critical illness has well-documented emotional, social, and financial burdens for individuals, caregivers, and the health care system. The purpose of this article is to provide experienced acute and critical care clinicians with essential information about the prevalence and profile of the chronically critically ill patient needed for comprehensive care. In addition, pathophysiology contributing to chronic critical illness is addressed, though the exact mechanism underlying the conversion of acute critical illness to chronic critical illness is unknown. Clinicians can use this information to identify at-risk intensive care unit patients and to institute proactive care to minimize burden and distress experienced by patients and their caregivers.
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Boyle M, Nicholson L, O’Brien M, Flynn GM, Collins DW, Walsh WR, Bihari D. Paracetamol induced skin blood flow and blood pressure changes in febrile intensive care patients: An observational study. Aust Crit Care 2010; 23:208-14. [DOI: 10.1016/j.aucc.2010.06.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2010] [Revised: 06/08/2010] [Accepted: 06/28/2010] [Indexed: 10/19/2022] Open
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25
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Günther A, Witte OW, Hoyer D. Autonomic dysfunction and risk stratification assessed from heart rate pattern. Open Neurol J 2010; 4:39-49. [PMID: 21258571 PMCID: PMC3024569 DOI: 10.2174/1874205x01004010039] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2009] [Revised: 12/22/2009] [Accepted: 02/04/2010] [Indexed: 01/08/2023] Open
Abstract
The modulation of the autonomic nervous system (ANS) under physiological and pathophysiological conditions is in focus of recent research. Many patients with cardio- and cerebrovascular diseases display features of sympathovagal dysregulation. Measuring specific ANS parameters could improve risk stratification. Thus, the early diagnosis of ANS dysfunction in these patients poses a great challenge with high prognostic relevance.The most relevant methods and measures of Heart Rate Variability (HRV) analysis and HRV monitoring will be described in detail in this chapter. The grown importance of these easily obtainable heart rate patterns in stratifying the risk of patients with myocardial infarction and heart failure as well as ischemic stroke will be demonstrated based on recent clinical studies. In order to perspectively improve clinical management of these patients further large scale clinical investigations on the role of ANS dysfunction will be useful.
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Affiliation(s)
- A Günther
- Department of Neurology, Friedrich-Schiller-University of Jena, Erlanger Allee 101, D-07747 Jena, Germany
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