Literature DB >> 26518312

Heart rate characteristic index monitoring for bloodstream infection in an NICU: a 3-year experience.

Sarah A Coggins1, Jörn-Hendrik Weitkamp2, Lisa Grunwald2, Ann R Stark2, Jeff Reese2, William Walsh2, James L Wynn3.   

Abstract

BACKGROUND: Bloodstream infection (BSI) among neonatal intensive care unit (NICU) infants is a frequent problem associated with poor outcomes. Monitoring for abnormal heart rate characteristics (HRCs) may decrease infant mortality by alerting clinicians to sepsis before it becomes clinically apparent.
METHODS: HRC scores were acquired using the HRC (HeRO) monitor system from Medical Predictive Science Corporation and entered into the electronic medical record by bedside staff. We retrospectively analysed HRC scores recorded twice daily in the medical record during a 30-month period (1 January 2010 through 30 June 2012) for infants in the NICU at the Monroe Carell Jr. Children's Hospital at Vanderbilt. We identified infants that met Centers for Disease Control criteria for late-onset BSI (>3 days of life) during the study period.
RESULTS: During the study period, we recorded 127 673 HRC scores from 2384 infants. We identified 46 infants with BSI. Although 8% (9701/127 673) of the HRC scores were ≥2 and 1% (1387/127 673) were ≥5, BSI (at any time) was observed in just 5% of patients with HRC scores ≥2, and 9% of patients with HRC scores ≥5. Of infants with BSI, 5/46 (11%) had at least one HRC score ≥5 and 17/46 (37%) had at least one score ≥2 recorded in the 48 h period prior to the evaluation that resulted in the first positive blood culture of the episode.
CONCLUSIONS: In our single-centre retrospective study, elevated HRC scores had limited ability to detect BSI. BSI was infrequent at any time during hospitalisation in infants with significantly elevated HRC scores. Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/

Entities:  

Keywords:  Heart rate characteristics; Infectious Diseases; Neonatology

Mesh:

Year:  2015        PMID: 26518312      PMCID: PMC4851911          DOI: 10.1136/archdischild-2015-309210

Source DB:  PubMed          Journal:  Arch Dis Child Fetal Neonatal Ed        ISSN: 1359-2998            Impact factor:   5.747


  19 in total

1.  Early onset neonatal sepsis: the burden of group B Streptococcal and E. coli disease continues.

Authors:  Barbara J Stoll; Nellie I Hansen; Pablo J Sánchez; Roger G Faix; Brenda B Poindexter; Krisa P Van Meurs; Matthew J Bizzarro; Ronald N Goldberg; Ivan D Frantz; Ellen C Hale; Seetha Shankaran; Kathleen Kennedy; Waldemar A Carlo; Kristi L Watterberg; Edward F Bell; Michele C Walsh; Kurt Schibler; Abbot R Laptook; Andi L Shane; Stephanie J Schrag; Abhik Das; Rosemary D Higgins
Journal:  Pediatrics       Date:  2011-04-25       Impact factor: 7.124

2.  Infection and other clinical correlates of abnormal heart rate characteristics in preterm infants.

Authors:  Brynne A Sullivan; Stephanie M Grice; Douglas E Lake; J Randall Moorman; Karen D Fairchild
Journal:  J Pediatr       Date:  2014-01-10       Impact factor: 4.406

3.  Heart rate characteristics and laboratory tests in neonatal sepsis.

Authors:  M Pamela Griffin; Douglas E Lake; J Randall Moorman
Journal:  Pediatrics       Date:  2005-04       Impact factor: 7.124

4.  Heart rate characteristics: novel physiomarkers to predict neonatal infection and death.

Authors:  M Pamela Griffin; Douglas E Lake; Eric A Bissonette; Frank E Harrell; T Michael O'Shea; J Randall Moorman
Journal:  Pediatrics       Date:  2005-11       Impact factor: 7.124

5.  Abnormal heart rate characteristics are associated with abnormal neuroimaging and outcomes in extremely low birth weight infants.

Authors:  K D Fairchild; R A Sinkin; F Davalian; A E Blackman; J R Swanson; J A Matsumoto; D E Lake; J R Moorman; J A Blackman
Journal:  J Perinatol       Date:  2014-02-20       Impact factor: 2.521

6.  Postnatal Age Is a Critical Determinant of the Neonatal Host Response to Sepsis.

Authors:  James L Wynn; Scott O Guthrie; Hector R Wong; Patrick Lahni; Ricardo Ungaro; M Cecilia Lopez; Henry V Baker; Lyle L Moldawer
Journal:  Mol Med       Date:  2015-06-02       Impact factor: 6.354

7.  Depressed heart rate variability is associated with abnormal EEG, MRI, and death in neonates with hypoxic ischemic encephalopathy.

Authors:  Brooke D Vergales; Santina A Zanelli; Julie A Matsumoto; Howard P Goodkin; Douglas E Lake; J Randall Moorman; Karen D Fairchild
Journal:  Am J Perinatol       Date:  2013-12-17       Impact factor: 1.862

8.  Heart rate characteristic monitoring-HeRO or villain?

Authors:  Alan M Groves; A David Edwards
Journal:  J Pediatr       Date:  2011-10-06       Impact factor: 4.406

9.  No survival benefit with empirical vancomycin therapy for coagulase-negative staphylococcal bloodstream infections in infants.

Authors:  Jessica E Ericson; Joshua Thaden; Heather R Cross; Reese H Clark; Vance G Fowler; Daniel K Benjamin; Michael Cohen-Wolkowiez; Christoph P Hornik; P Brian Smith
Journal:  Pediatr Infect Dis J       Date:  2015-04       Impact factor: 3.806

10.  Abnormal heart rate characteristics before clinical diagnosis of necrotizing enterocolitis.

Authors:  M L Stone; P M Tatum; J-H Weitkamp; A B Mukherjee; J Attridge; E D McGahren; B M Rodgers; D E Lake; J R Moorman; K D Fairchild
Journal:  J Perinatol       Date:  2013-05-30       Impact factor: 2.521

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  12 in total

Review 1.  Diagnostics for neonatal sepsis: current approaches and future directions.

Authors:  Pui-Ying Iroh Tam; Catherine M Bendel
Journal:  Pediatr Res       Date:  2017-06-28       Impact factor: 3.756

Review 2.  Emerging Technologies for Molecular Diagnosis of Sepsis.

Authors:  Mridu Sinha; Julietta Jupe; Hannah Mack; Todd P Coleman; Shelley M Lawrence; Stephanie I Fraley
Journal:  Clin Microbiol Rev       Date:  2018-02-28       Impact factor: 26.132

Review 3.  Knowledge gaps in late-onset neonatal sepsis in preterm neonates: a roadmap for future research.

Authors:  Swantje Voller; H Rob Taal; Serife Kurul; Kinga Fiebig; Robert B Flint; Irwin K M Reiss; Helmut Küster; Sinno H P Simons
Journal:  Pediatr Res       Date:  2021-09-08       Impact factor: 3.756

4.  Using Temporal Data Mining on Patient Data for Clinical Decision Making in the Care of the Sick Newborn.

Authors:  Sidhartha Tan; K P Unnikrishnan
Journal:  EC Paediatr       Date:  2022-04-28

Review 5.  Defining neonatal sepsis.

Authors:  James L Wynn
Journal:  Curr Opin Pediatr       Date:  2016-04       Impact factor: 2.856

6.  Machine learning models for early sepsis recognition in the neonatal intensive care unit using readily available electronic health record data.

Authors:  Aaron J Masino; Mary Catherine Harris; Daniel Forsyth; Svetlana Ostapenko; Lakshmi Srinivasan; Christopher P Bonafide; Fran Balamuth; Melissa Schmatz; Robert W Grundmeier
Journal:  PLoS One       Date:  2019-02-22       Impact factor: 3.240

Review 7.  Stratified Management for Bacterial Infections in Late Preterm and Term Neonates: Current Strategies and Future Opportunities Toward Precision Medicine.

Authors:  Fleur M Keij; Niek B Achten; Gerdien A Tramper-Stranders; Karel Allegaert; Annemarie M C van Rossum; Irwin K M Reiss; René F Kornelisse
Journal:  Front Pediatr       Date:  2021-04-01       Impact factor: 3.418

Review 8.  The principles of whole-hospital predictive analytics monitoring for clinical medicine originated in the neonatal ICU.

Authors:  J Randall Moorman
Journal:  NPJ Digit Med       Date:  2022-03-31

Review 9.  Neonatal heart rate variability: a contemporary scoping review of analysis methods and clinical applications.

Authors:  Samantha Latremouille; Justin Lam; Wissam Shalish; Guilherme Sant'Anna
Journal:  BMJ Open       Date:  2021-12-21       Impact factor: 2.692

Review 10.  A narrative review of heart rate and variability in sepsis.

Authors:  Benjamin Yi Hao Wee; Jan Hau Lee; Yee Hui Mok; Shu-Ling Chong
Journal:  Ann Transl Med       Date:  2020-06
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