IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0203487.html
   My bibliography  Save this article

Heart rate variability as predictor of mortality in sepsis: A systematic review

Author

Listed:
  • Fábio M de Castilho
  • Antonio Luiz P Ribeiro
  • Vandack Nobre
  • Guilherme Barros
  • Marcos R de Sousa

Abstract

Background: Autonomic dysregulation is one of the recognized pathophysiological mechanisms in sepsis, generating the hypothesis that heart rate variability (HRV) can be used to predict mortality in sepsis. Methods: This was a systematic review of studies evaluating HRV as a predictor of death in patients with sepsis. The search was performed by independent researchers in PubMed, LILACS and Cochrane, including papers in English, Portuguese or Spanish, indexed until August 20th, 2017 with at least 10 patients. Study quality was assessed by Newcastle-Ottawa Scale. To analyze the results, we divided the articles between those who measured HRV for short-term recordings (≤ 1 hour), and those who did long-term recordings (≥ 24 hours). Results: Nine studies were included with a total of 536 patients. All of them were observational studies. Studies quality varied from 4 to 7 stars in Newcastle-Ottawa Scale. The mortality rate in the studies ranged from 8 to 61%. Seven studies performed HRV analysis in short-term recordings. With the exception of one study that did not explain which group had the lowest results, all other studies showed reduction of several HRV parameters in the non-survivors in relation to the surviving septic patients. SDNN (Standard deviation of the Normal to Normal interval), TP (Total Power), VLF (Very Low Frequency Power), LF (Low Frequency Power), LF/HF (Low Frequency Power / High Frequency Power), nLF (Normalized Low Frequency Power), α1/α2 (short-term and long-term fractal scaling coefficients from DFA) and r-MSSD (Square root of the squared mean of the difference of successive NN-intervals) of the non-survivor group were reduced in relation to the survivors in at least one study. Two studies found that SDNN is associated with mortality in sepsis, even after adjusting for possible confounding factors. Three studies performed HRV analysis using long-term recordings. Only one of these studies found difference between surviving and non-surviving groups, and even so, in only one HRV parameter: LogHF. Conclusions: Several HRV parameters are reduced in nonsurviving septic patients in short-term recording. Two studies have found that SDNN is associated with mortality in sepsis, even after adjusting for possible confounding factors.

Suggested Citation

  • Fábio M de Castilho & Antonio Luiz P Ribeiro & Vandack Nobre & Guilherme Barros & Marcos R de Sousa, 2018. "Heart rate variability as predictor of mortality in sepsis: A systematic review," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-13, September.
  • Handle: RePEc:plo:pone00:0203487
    DOI: 10.1371/journal.pone.0203487
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0203487
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0203487&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0203487?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Fábio M de Castilho & Antonio Luiz P Ribeiro & José Luiz P da Silva & Vandack Nobre & Marcos R de Sousa, 2017. "Heart rate variability as predictor of mortality in sepsis: A prospective cohort study," PLOS ONE, Public Library of Science, vol. 12(6), pages 1-15, June.
    2. Alessandro Liberati & Douglas G Altman & Jennifer Tetzlaff & Cynthia Mulrow & Peter C Gøtzsche & John P A Ioannidis & Mike Clarke & P J Devereaux & Jos Kleijnen & David Moher, 2009. "The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-28, July.
    3. Lyudmila V. Borovikova & Svetlana Ivanova & Minghuang Zhang & Huan Yang & Galina I. Botchkina & Linda R. Watkins & Haichao Wang & Naji Abumrad & John W. Eaton & Kevin J. Tracey, 2000. "Vagus nerve stimulation attenuates the systemic inflammatory response to endotoxin," Nature, Nature, vol. 405(6785), pages 458-462, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Shu-Jung Wang & Yun-Chen Chang & Wen-Yu Hu & Yuh-Ming Chang & Chi Lo, 2022. "The Comparative Effect of Reduced Mindfulness-Based Stress on Heart Rate Variability among Patients with Breast Cancer," IJERPH, MDPI, vol. 19(11), pages 1-13, May.
    2. Chan-Young Kwon, 2023. "The Impact of SARS-CoV-2 Infection on Heart Rate Variability: A Systematic Review of Observational Studies with Control Groups," IJERPH, MDPI, vol. 20(2), pages 1-19, January.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Elizabeth T Cafiero-Fonseca & Andrew Stawasz & Sydney T Johnson & Reiko Sato & David E Bloom, 2017. "The full benefits of adult pneumococcal vaccination: A systematic review," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-23, October.
    2. Ludoviko Zirimenya & Fatima Mahmud-Ajeigbe & Ruth McQuillan & You Li, 2020. "A systematic review and meta-analysis to assess the association between urogenital schistosomiasis and HIV/AIDS infection," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 14(6), pages 1-13, June.
    3. Trang Nguyen & Sara Holton & Thach Tran & Jane Fisher, 2019. "Informal mental health interventions for people with severe mental illness in low and lower middle-income countries: A systematic review of effectiveness," International Journal of Social Psychiatry, , vol. 65(3), pages 194-206, May.
    4. Natalya Ivanova & Ekaterina Zolotova, 2023. "Landolt Indicator Values in Modern Research: A Review," Sustainability, MDPI, vol. 15(12), pages 1-22, June.
    5. Su Keng Tan & Wai Keung Leung & Alexander Tin Hong Tang & Roger A Zwahlen, 2017. "Effects of mandibular setback with or without maxillary advancement osteotomies on pharyngeal airways: An overview of systematic reviews," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-20, October.
    6. Vecchio, Riccardo & Caso, Gerarda & Cembalo, Luigi & Borrello, Massimiliano, 2020. "Is respondents’ inattention in online surveys a major issue for research?," Economia agro-alimentare / Food Economy, Italian Society of Agri-food Economics/Società Italiana di Economia Agro-Alimentare (SIEA), vol. 22(1), March.
    7. Alessandro Concari & Gerjo Kok & Pim Martens, 2020. "A Systematic Literature Review of Concepts and Factors Related to Pro-Environmental Consumer Behaviour in Relation to Waste Management Through an Interdisciplinary Approach," Sustainability, MDPI, vol. 12(11), pages 1-50, May.
    8. Damiano Pizzol & Mike Trott & Igor Grabovac & Mario Antunes & Anna Claudia Colangelo & Simona Ippoliti & Cristian Petre Ilie & Anne Carrie & Nicola Veronese & Lee Smith, 2021. "Laparoscopy in Low-Income Countries: 10-Year Experience and Systematic Literature Review," IJERPH, MDPI, vol. 18(11), pages 1-11, May.
    9. Yehuda Weizman & Oren Tirosh & Jeanie Beh & Franz Konstantin Fuss & Sonja Pedell, 2021. "Gait Assessment Using Wearable Sensor-Based Devices in People Living with Dementia: A Systematic Review," IJERPH, MDPI, vol. 18(23), pages 1-14, December.
    10. Alessandro Margherita & Emanuele Banchi & Alfredo Biffi & Gianluca di Castri & Rocco Morelli, 2022. "Beyond Total Cost Management (TCM) to Systemic Value Management (SVM): Transformational Trends and a Research Manifesto for an Evolving Discipline," Sustainability, MDPI, vol. 14(19), pages 1-16, October.
    11. Fabio Magnacca & Riccardo Giannetti, 2024. "Management accounting and new product development: a systematic literature review and future research directions," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 28(2), pages 651-685, June.
    12. Jacob Elnaggar & Fern Tsien & Lucio Miele & Chindo Hicks & Clayton Yates & Melisa Davis, 2019. "An Integrative Genomics Approach for Associating Genetic Susceptibility with the Tumor Immune Microenvironment in Triple Negative Breast Cancer," Biomedical Journal of Scientific & Technical Research, Biomedical Research Network+, LLC, vol. 15(1), pages 1-12, February.
    13. Evans, Rhiannon & White, James & Turley, Ruth & Slater, Thomas & Morgan, Helen & Strange, Heather & Scourfield, Jonathan, 2017. "Comparison of suicidal ideation, suicide attempt and suicide in children and young people in care and non-care populations: Systematic review and meta-analysis of prevalence," Children and Youth Services Review, Elsevier, vol. 82(C), pages 122-129.
    14. Yi Ouyang & Ping-Chao Lee & Ling-Mei Ko, 2022. "A Systematic Review of the Development of Sport Policy Research (2000–2020)," Sustainability, MDPI, vol. 15(1), pages 1-22, December.
    15. Juliane Piasseschi de Bernardin Gonçalves & Giancarlo Lucchetti & Paulo Rossi Menezes & Homero Vallada, 2017. "Complementary religious and spiritual interventions in physical health and quality of life: A systematic review of randomized controlled clinical trials," PLOS ONE, Public Library of Science, vol. 12(10), pages 1-21, October.
    16. Hang-Nga Mai & Jaeil Kim & Youn-Hee Choi & Du-Hyeong Lee, 2020. "Accuracy of Portable Face-Scanning Devices for Obtaining Three-Dimensional Face Models: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 18(1), pages 1-15, December.
    17. Federica Di Spirito & Alessandra Amato & Maria Pia Di Palo & Maria Contaldo & Francesco D’Ambrosio & Roberto Lo Giudice & Massimo Amato, 2022. "Oral Lesions Following Anti-SARS-CoV-2 Vaccination: A Systematic Review," IJERPH, MDPI, vol. 19(16), pages 1-18, August.
    18. Hyun Kim & Navneet Kaur Baidwan & David Kriebel & Manuel Cifuentes & Sherry Baron, 2018. "Asthma among World Trade Center First Responders: A Qualitative Synthesis and Bias Assessment," IJERPH, MDPI, vol. 15(6), pages 1-14, May.
    19. D. L. I. H. K. Peiris & Yanping Duan & Corneel Vandelanotte & Wei Liang & Min Yang & Julien Steven Baker, 2022. "Effects of In-Classroom Physical Activity Breaks on Children’s Academic Performance, Cognition, Health Behaviours and Health Outcomes: A Systematic Review and Meta-Analysis of Randomised Controlled Tr," IJERPH, MDPI, vol. 19(15), pages 1-27, August.
    20. Melanie Haag & Elisabeth Zemp & Kurt E. Hersberger & Isabelle Arnet, 2020. "Who Is Best to Test? A Systematic Review of Chlamydia Infections in Switzerland," IJERPH, MDPI, vol. 17(24), pages 1-13, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0203487. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.