Temporal trends in heart rate characteristic index preceding necrotizing enterocolitis in preterm infants

ObjectiveTo evaluate temporal trends in heart rate variability as defined by the Heart Rate Characteristic index (HRCi) preceding necrotizing enterocolitis (NEC) in preterm infants.Study DesignRetrospective cohort study of neonates with NEC (Bell Stage II/III) at a tertiary NICU from 2020 to 2024. Continuous HRCi data were extracted for 15 days before and 4 days after NEC diagnosis. HRCi trajectories were analyzed using generalized additive models, Wilcoxon signed-rank tests, and linear regression. Logistic regression models were fit to daily HRCi with NEC diagnosis day (Day 0) as the binary outcome, adjusting for gestational age, small for gestational age (SGA) status, and birth weight Z-scores. Model discrimination was assessed using receiver operating characteristic curves and area under the curve (AUC).ResultsAmong 51 infants with NEC, median birth weight was 900 g and gestational age 27.7 weeks. HRCi rose progressively 2 weeks before onset of NEC, with a significant increase 3 days before diagnosis (median difference 0.31; <i>p</i> = 0.031). Logistic regression showed HRCi remained independently associated with NEC diagnosis day (OR = 1.28; 95% CI: 1.12-1.45; <i>p</i> < 0.001), while gestational age and birth weight Z-score were not. Within-patient AUCs were modest (0.65-0.66); exploratory comparison to the broader NICU population yielded higher discrimination (AUC = 0.84).ConclusionRising HRCi preceded NEC diagnosis, with significant elevation 3 days before onset. HRCi demonstrated independent temporal association with NEC, though modest discrimination reflects the exploratory design. Prospective validation with matched controls and confounder adjustment is required to establish clinical utility.

Authors

Institutions

Publication Details

Journal
Journal of Neonatal-Perinatal Medicine
Published
2026-02-11
DOI
https://doi.org/10.1177/19345798261424720
Primary Topic
Heart Rate Variability and Autonomic Control
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Temporal trends in heart rate characteristic index preceding necrotizing enterocolitis in preterm infants

Peter J. Porcelli, Parvesh Mohan Garg, William E. King, Alistair Mukondiwa et al.
Journal of Neonatal-Perinatal Medicine
Heart Rate Variability and Autonomic Control
article

Temporal trends in heart rate characteristic index preceding necrotizing enterocolitis in preterm infants

Peter J. Porcelli, Parvesh Mohan Garg, William E. King, Alistair Mukondiwa, Haley J. McCalpin, Lacie Fallin
article en

Abstract

ObjectiveTo evaluate temporal trends in heart rate variability as defined by the Heart Rate Characteristic index (HRCi) preceding necrotizing enterocolitis (NEC) in preterm infants.Study DesignRetrospective cohort study of neonates with NEC (Bell Stage II/III) at a tertiary NICU from 2020 to 2024. Continuous HRCi data were extracted for 15 days before and 4 days after NEC diagnosis. HRCi trajectories were analyzed using generalized additive models, Wilcoxon signed-rank tests, and linear regression. Logistic regression models were fit to daily HRCi with NEC diagnosis day (Day 0) as the binary outcome, adjusting for gestational age, small for gestational age (SGA) status, and birth weight Z-scores. Model discrimination was assessed using receiver operating characteristic curves and area under the curve (AUC).ResultsAmong 51 infants with NEC, median birth weight was 900 g and gestational age 27.7 weeks. HRCi rose progressively 2 weeks before onset of NEC, with a significant increase 3 days before diagnosis (median difference 0.31; <i>p</i> = 0.031). Logistic regression showed HRCi remained independently associated with NEC diagnosis day (OR = 1.28; 95% CI: 1.12-1.45; <i>p</i> < 0.001), while gestational age and birth weight Z-score were not. Within-patient AUCs were modest (0.65-0.66); exploratory comparison to the broader NICU population yielded higher discrimination (AUC = 0.84).ConclusionRising HRCi preceded NEC diagnosis, with significant elevation 3 days before onset. HRCi demonstrated independent temporal association with NEC, though modest discrimination reflects the exploratory design. Prospective validation with matched controls and confounder adjustment is required to establish clinical utility.

Journal of Neonatal-Perinatal Medicine
Boston Children's Hospital (US), Boston Children's Museum (US), Predictive Science (United States) (US), Wake Forest University (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 61%
Heart Rate Variability and Autonomic Control
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.