Early prediction of serious infections in febrile infants incorporating heart rate variability in an emergency department: a pilot study. Issue 8 (16th April 2021)
- Record Type:
- Journal Article
- Title:
- Early prediction of serious infections in febrile infants incorporating heart rate variability in an emergency department: a pilot study. Issue 8 (16th April 2021)
- Main Title:
- Early prediction of serious infections in febrile infants incorporating heart rate variability in an emergency department: a pilot study
- Authors:
- Chong, Shu-Ling
Ong, Gene Yong-Kwang
Allen, John Carson
Lee, Jan Hau
Piragasam, Rupini
Koh, Garion Zhi Xiong
Mahajan, Prashant
Liu, Nan
Ong, Marcus Eng Hock - Abstract:
- Abstract : Background: Early differentiation of febrile young infants with from those without serious infections (SIs) remains a diagnostic challenge. We sought to (1) compare vital signs and heart rate variability (HRV) parameters between febrile infants with versus without SIs, (2) assess the performance of HRV and vital signs with reference to current triage tools and (3) compare HRV and vital signs to HRV, vital signs and blood biomarkers, when predicting for the presence of SIs. Methods: Using a prospective observational design, we recruited patients <3 months old presenting to a tertiary paediatric ED in Singapore from December 2018 through November 2019. We obtained patient demographic characteristics, triage assessment (including the Severity Index Score (SIS)), HRV parameters (time, frequency and non-linear domains) and laboratory results. We performed multivariable logistic regression analyses to predict the presence of an SI, using area under the curve (AUC) with the corresponding 95% CI to assess predictive capability. Results: Among 203 infants with a mean age of 38.4 days (SD 27.6), 67 infants (33.0%) had an SI. There were significant differences in the time, frequency and non-linear domains of HRV parameters between infants with versus without SIs. In predicting SIs, gender, temperature and the HRV non-linear parameter Poincaré plot SD2 (AUC 0.78, 95% CI 0.71 to 0.84) performed better than SIS alone (AUC 0.61, 95% CI 0.53 to 0.68). Model performance improvedAbstract : Background: Early differentiation of febrile young infants with from those without serious infections (SIs) remains a diagnostic challenge. We sought to (1) compare vital signs and heart rate variability (HRV) parameters between febrile infants with versus without SIs, (2) assess the performance of HRV and vital signs with reference to current triage tools and (3) compare HRV and vital signs to HRV, vital signs and blood biomarkers, when predicting for the presence of SIs. Methods: Using a prospective observational design, we recruited patients <3 months old presenting to a tertiary paediatric ED in Singapore from December 2018 through November 2019. We obtained patient demographic characteristics, triage assessment (including the Severity Index Score (SIS)), HRV parameters (time, frequency and non-linear domains) and laboratory results. We performed multivariable logistic regression analyses to predict the presence of an SI, using area under the curve (AUC) with the corresponding 95% CI to assess predictive capability. Results: Among 203 infants with a mean age of 38.4 days (SD 27.6), 67 infants (33.0%) had an SI. There were significant differences in the time, frequency and non-linear domains of HRV parameters between infants with versus without SIs. In predicting SIs, gender, temperature and the HRV non-linear parameter Poincaré plot SD2 (AUC 0.78, 95% CI 0.71 to 0.84) performed better than SIS alone (AUC 0.61, 95% CI 0.53 to 0.68). Model performance improved with the addition of absolute neutrophil count and C reactive protein (AUC 0.82, 95% CI 0.76 to 0.89). Conclusion: An exploratory prediction model incorporating HRV and biomarkers improved prediction of SIs. Further research is needed to assess if HRV can identify which young febrile infants have an SI at ED triage. Trial registration number: NCT04103151 . … (more)
- Is Part Of:
- Emergency medicine journal. Volume 38:Issue 8(2021)
- Journal:
- Emergency medicine journal
- Issue:
- Volume 38:Issue 8(2021)
- Issue Display:
- Volume 38, Issue 8 (2021)
- Year:
- 2021
- Volume:
- 38
- Issue:
- 8
- Issue Sort Value:
- 2021-0038-0008-0000
- Page Start:
- 607
- Page End:
- 612
- Publication Date:
- 2021-04-16
- Subjects:
- paediatrics -- paediatric emergency medicine -- infection -- ECG -- clinical assessment -- effectiveness
Emergency medicine -- Periodicals
616.02505 - Journal URLs:
- http://www.bmj.com/archive ↗
https://emj.bmj.com/ ↗ - DOI:
- 10.1136/emermed-2020-210675 ↗
- Languages:
- English
- ISSNs:
- 1472-0205
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - BLDSS-3PM
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