Early-life factors associated with neurobehavioral outcomes in preterm infants during NICU hospitalization
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Updated: Sep 29, 2025

Assessment and Evaluation of the High Risk Neonate: The NICU Network Neurobehavioral Scale
Published on: August 25, 2014
Tingting Zhao1, Thao Griffith2, Yiming Zhang3
1School of Nursing, University of Connecticut, Storrs, CT, USA.
Insights
Early life pain and stress negatively impact preterm infant neurobehavioral outcomes. Higher gestational age and maternal breastmilk intake are linked to better development.
Area of Science:
- Neonatal care
- Neuroscience
- Developmental pediatrics
Background:
- Preterm infants are susceptible to adverse effects of early life pain and stress.
- NICU environments often involve numerous pain and stress-inducing events for infants.
- Understanding these influences is crucial for optimizing infant development.
Purpose of the Study:
- To examine how early-life pain/stress and medical factors affect neurobehavioral outcomes in preterm infants.
- To identify key predictors of neurobehavioral development in this vulnerable population.
- To inform interventions aimed at improving outcomes for preterm infants.
Main Methods:
- A prospective cohort study of 92 preterm infants (28-32 weeks gestational age).
- Pain/stress measured using the Neonatal Infant Stressor Scale (NISS) in the first 28 days.
- Neurobehavioral outcomes assessed using the NICU Network Neurobehavioral Scale at 36-38 weeks post-menstrual age.
- Statistical analyses included functional regression and machine learning models.
Main Results:
- Higher acute and chronic pain/stress scores were associated with increased stress and poorer self-regulation and movement quality.
- Younger gestational age (<31.57 weeks) predicted worse stress/abstinence, self-regulation, and excitability.
- Younger gestational age (<30.57 weeks) predicted poorer quality of movement.
- Greater maternal breastmilk intake correlated with better self-regulation, excitability, and movement quality in older preterm infants.
Conclusions:
- Preterm infants' neurobehavioral outcomes are significantly affected by early-life pain and stress.
- Increased gestational age and higher maternal breastmilk intake are associated with improved neurobehavioral outcomes.
- Further research is needed to explore the long-term impacts and potential buffering effects of breastmilk.
Background:
The aim of this study was to investigate the influence of early-life pain/stress and medical characteristics on neurobehavioral outcomes in preterm infants.
Methods:
A prospective cohort study was conducted with 92 preterm infants (28-32 weeks gestational age [GA]). Early-life pain/stress was measured via the Neonatal Infant Stressor Scale (NISS) during the first 28 days of NICU hospitalization. Neurobehavioral outcomes were evaluated using the NICU Network Neurobehavioral Scale at 36-38 weeks post-menstrual age. Functional regression and machine learning models were performed to investigate the predictors of neurobehavioral outcomes.
Results:
Infants experienced daily acute pain/stress (24.99 ± 7.13 frequencies) and chronic events (41.13 ± 17.81 h). Up to 12 days after birth, both higher acute and chronic NISS scores were associated with higher stress scores; and higher chronic NISS scores were also related to lower self-regulation and quality of movement. Younger GA predicted worse neurobehavioral outcomes; GA < 31.57 weeks predicted worse stress/abstinence, self-regulation, and excitability; GA < 30.57 weeks predicted poor quality of movement. A higher proportion of maternal breastmilk intake predicted better self-regulation, excitability, and quality of movement in older GA infants.
Conclusions:
Preterm infants are vulnerable to the impact of early-life pain/stress. Neurobehavioral outcomes are positively associated with increased GA and higher maternal breastmilk intake.
Impact:
During the first 12 days of life, preterm infant neurobehavioral outcomes were vulnerable to the negative impact of acute and chronic pain/stress. Future research is warranted to investigate the long-term effects of early-life pain/stress on neurobehavioral outcomes. Gestational age remains one of the critical factors to predict neurobehavioral outcomes in preterm infants; older gestational age significantly predicted better neurobehavioral outcomes. Feeding with a higher proportion of maternal breastmilk predicted better neurobehavioral outcomes. Future research is warranted to investigate how maternal breastmilk may buffer the negative effects of early-life pain/stress on neurobehavioral outcomes.
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