Literature DB >> 22864954

Variability analysis and the diagnosis, management, and treatment of sepsis.

C Arianne Buchan1, Andrea Bravi, Andrew J E Seely.   

Abstract

Severe sepsis leading to organ failure is the most common cause of mortality among critically ill patients. Variability analysis is an emerging science that characterizes patterns of variation of physiologic parameters (e.g., vital signs) and is believed to offer a means for evaluating the underlying complex system producing those dynamics. Recent studies have demonstrated that variability of a variety of physiological parameters offers a novel means for helping diagnose, manage, and treat sepsis. The purpose of this literature review is to examine existing data regarding the use of variability analysis in patients suffering from sepsis and to highlight potential uses for variability in improving care for patients with sepsis. Recent articles published on heart rate, respiratory rate, temperature, and glucose variability are reviewed. The association between reduced heart rate and temperature variability and sepsis and its severity, the relationship between augmented glucose variability and mortality risk, and current uses of respiratory rate variability in critically ill patients will all be discussed. These findings represent early days in the understanding of variability alteration and its physiological significance; further research is required to understand and implement variability analyses into meaningful clinical decision support algorithms. Large, multicenter observational studies are needed to derive and validate the associations between variability and clinical events and outcomes in order to realize the potential of variability to change sepsis care and improve clinical outcomes.

Entities:  

Year:  2012        PMID: 22864954     DOI: 10.1007/s11908-012-0282-4

Source DB:  PubMed          Journal:  Curr Infect Dis Rep        ISSN: 1523-3847            Impact factor:   3.725


  54 in total

1.  Early goal-directed therapy in the treatment of severe sepsis and septic shock.

Authors:  E Rivers; B Nguyen; S Havstad; J Ressler; A Muzzin; B Knoblich; E Peterson; M Tomlanovich
Journal:  N Engl J Med       Date:  2001-11-08       Impact factor: 91.245

Review 2.  Sepsis: state of the art.

Authors:  P E Marik; J Varon
Journal:  Dis Mon       Date:  2001-10       Impact factor: 3.800

3.  Fractal variability: an emergent property of complex dissipative systems.

Authors:  Andrew J E Seely; Peter Macklem
Journal:  Chaos       Date:  2012-03       Impact factor: 3.642

Review 4.  2001 SCCM/ESICM/ACCP/ATS/SIS International Sepsis Definitions Conference.

Authors:  Mitchell M Levy; Mitchell P Fink; John C Marshall; Edward Abraham; Derek Angus; Deborah Cook; Jonathan Cohen; Steven M Opal; Jean-Louis Vincent; Graham Ramsay
Journal:  Crit Care Med       Date:  2003-04       Impact factor: 7.598

5.  Changes of heart and respiratory rate dynamics during weaning from mechanical ventilation: a study of physiologic complexity in surgical critically ill patients.

Authors:  Vasilios E Papaioannou; Ioanna Chouvarda; Nikos Maglaveras; Christos Dragoumanis; Ioannis Pneumatikos
Journal:  J Crit Care       Date:  2010-09-24       Impact factor: 3.425

Review 6.  Multiple organ dysfunction syndrome: exploring the paradigm of complex nonlinear systems.

Authors:  A J Seely; N V Christou
Journal:  Crit Care Med       Date:  2000-07       Impact factor: 7.598

7.  Heart rate characteristics monitoring for neonatal sepsis.

Authors:  J Randall Moorman; Douglas E Lake; M Pamela Griffin
Journal:  IEEE Trans Biomed Eng       Date:  2006-01       Impact factor: 4.538

8.  Deceleration capacity of heart rate as a predictor of mortality after myocardial infarction: cohort study.

Authors:  Axel Bauer; Jan W Kantelhardt; Petra Barthel; Raphael Schneider; Timo Mäkikallio; Kurt Ulm; Katerina Hnatkova; Albert Schömig; Heikki Huikuri; Armin Bunde; Marek Malik; Georg Schmidt
Journal:  Lancet       Date:  2006-05-20       Impact factor: 79.321

9.  Feasibility of continuous multiorgan variability analysis in the intensive care unit.

Authors:  Beverly Bradley; Geoffrey C Green; Izmail Batkin; Andrew J E Seely
Journal:  J Crit Care       Date:  2011-12-14       Impact factor: 3.425

10.  Heart rate variability in emergency department patients with sepsis.

Authors:  Douglas Barnaby; Kevin Ferrick; Daniel T Kaplan; Sachin Shah; Polly Bijur; E John Gallagher
Journal:  Acad Emerg Med       Date:  2002-07       Impact factor: 3.451

View more
  20 in total

Review 1.  Heart rate variability: Measurement and emerging use in critical care medicine.

Authors:  Brian W Johnston; Richard Barrett-Jolley; Anton Krige; Ingeborg D Welters
Journal:  J Intensive Care Soc       Date:  2019-06-11

2.  Heart rate variability measures for prediction of severity of illness and poor outcome in ED patients with sepsis.

Authors:  John E Arbo; Jeremy K Lessing; William J H Ford; Sunday Clark; Eli Finkelsztein; Edward J Schenck; Rahul Sharma; Paul M Heerdt
Journal:  Am J Emerg Med       Date:  2020-01-07       Impact factor: 2.469

Review 3.  Monitoring Severity of Multiple Organ Dysfunction Syndrome: New Technologies.

Authors:  Katri V Typpo; Hector R Wong; Stacey D Finley; Rodney C Daniels; Andrew J E Seely; Jacques Lacroix
Journal:  Pediatr Crit Care Med       Date:  2017-03       Impact factor: 3.624

4.  From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system.

Authors:  Eren Gultepe; Jeffrey P Green; Hien Nguyen; Jason Adams; Timothy Albertson; Ilias Tagkopoulos
Journal:  J Am Med Inform Assoc       Date:  2013-08-19       Impact factor: 4.497

5.  Initial fractal exponent of heart rate variability is associated with success of early resuscitation in patients with severe sepsis or septic shock: a prospective cohort study.

Authors:  Samuel M Brown; Quinn Tate; Jason P Jones; Daniel B Knox; Kathryn G Kuttler; Michael Lanspa; Matthew T Rondina; Colin K Grissom; Subhasis Behera; V J Mathews; Alan Morris
Journal:  J Crit Care       Date:  2013-08-17       Impact factor: 3.425

Review 6.  Using what you get: dynamic physiologic signatures of critical illness.

Authors:  Andre L Holder; Gilles Clermont
Journal:  Crit Care Clin       Date:  2015-01       Impact factor: 3.598

7.  Complex signals bioinformatics: evaluation of heart rate characteristics monitoring as a novel risk marker for neonatal sepsis.

Authors:  Douglas E Lake; Karen D Fairchild; J Randall Moorman
Journal:  J Clin Monit Comput       Date:  2013-11-19       Impact factor: 2.502

8.  Do physiological and pathological stresses produce different changes in heart rate variability?

Authors:  Andrea Bravi; Geoffrey Green; Christophe Herry; Heather E Wright; André Longtin; Glen P Kenny; Andrew J E Seely
Journal:  Front Physiol       Date:  2013-07-30       Impact factor: 4.566

9.  Do heart and respiratory rate variability improve prediction of extubation outcomes in critically ill patients?

Authors:  Andrew J E Seely; Andrea Bravi; Christophe Herry; Geoffrey Green; André Longtin; Tim Ramsay; Dean Fergusson; Lauralyn McIntyre; Dalibor Kubelik; Donna E Maziak; Niall Ferguson; Samuel M Brown; Sangeeta Mehta; Claudio Martin; Gordon Rubenfeld; Frank J Jacono; Gari Clifford; Anna Fazekas; John Marshall
Journal:  Crit Care       Date:  2014-04-08       Impact factor: 9.097

10.  Influencing outcomes with automated time zero for sepsis through statistical validation and process improvement.

Authors:  Karen Jiggins Colorafi; Ken Ferrell; Alyson D'Andrea; Joseph Colorafi
Journal:  Mhealth       Date:  2019-09-17
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.