Abstract
Background:
Extremely preterm (EPT) birth has been related to dysregulation of stress responses and behavioral/learning problems at school age. Early adverse experiences can blunt HPA axis reactivity. We hypothesized that an attenuated cortisol awakening response would be associated with developmental and behavioral problems at school age in EPT children.
Methods:
This secondary analysis of a sub-cohort of the SUPPORT study included children born between 24–27 weeks, evaluated at 6–7 years with a neurodevelopmental battery and cortisol measures. Differences were tested between EPT and a term-born group. Relationships of cortisol awakening response to test scores were analyzed.
Results:
Cortisol was measured in 110 EPT and 29 term-born 6–7 year olds. Unadjusted WISCIV and NEPSY-II scores were significantly worse among EPT children only. Conners Parent Rating Scale behavior scores were significantly worse among EPT children. After adjusting for covariates, blunted cortisol awakening responses were found to be associated with poorer scores on memory tests and greater problems with inattention for the EPT group (p<0.05) only.
Conclusion:
Among children born EPT, we identified an association of blunted cortisol awakening response with memory and inattention problems. This may have implications related to stress reactivity and its relationship to learning problems in children born EPT.
INTRODUCTION
Infants born extremely preterm (24–27 weeks gestational age) undergo numerous life-saving interventions and procedures in the neonatal intensive care unit (NICU), which can be painful or stressful. Exposures in the NICU differ greatly from those in utero, and include increased exposure to sounds, lights, and other physical sensations. Infants in the NICU often undergo painful procedures increasing their cortisol levels. Many infants in the NICU also experience prolonged separation from parents who cannot be at bedside regularly, leading to stress. When stress is experienced, the hypothalamic-pituitary-adrenal (HPA) axis is activated and cortisol is released. It has been reported that preterm infants with higher observed stress, as reflected by increased Neonatal Infant Stressor Scale scores,1 have higher levels of neonatal salivary cortisol.2 However, repeated exposure to adverse experiences in the NICU can lead to disruption in the development of the HPA axis, reflected in changes in basal cortisol levels and cortisol reactivity well beyond discharge from the NICU.3–8
In other populations, early adverse experiences have been shown to lead to blunting of HPA axis reactivity,9 commonly assessed by the “cortisol awakening response;” i.e., the increase in cortisol between first awakening and 30–45 minutes later. In a study of children who were adopted from orphanages,9 these children had blunted cortisol awakening responses at 7 to 15 years of age, when the child had been adopted after the age of 16 months but not for those children adopted in infancy. This study supports the literature showing that early life adversity can have an ongoing impact on stress response systems as measured by cortisol reactivity. We have previously reported that these 6 – 7-year-old children born extremely preterm had a blunted cortisol awakening response compared to term-born children.10 We did not find an altered stress response during attending a clinic visit; however, the first cortisol sample obtained at the visit was the highest for both preterm- and term-born children, suggesting that the act of coming to the clinic visit had already been stressful.10
Chronic activation of the stress response in infancy has also been linked to changes in neurodevelopmental outcomes of term children, particularly related to executive functioning skills.11 Executive function refers to skills such as inhibition, working memory, and attention that lead to the development of goal directed behaviors.12 Problems with executive function in young children are associated with difficulties with cognition, such as problems with sustained attention, inhibition, working memory, and behavioral dysregulation. Children born EPT are at increased risk for cognitive and behavioral difficulties in early childhood and at school age.13–15 Dysregulation of the HPA axis associated with exposure to a chronic and sustained elevated stress response in the NICU may partially explain this increased risk.16 In a cohort of children born very preterm, higher cortisol levels were associated with difficulty with internalizing behaviors such as emotional reactivity, attention problems, and anxious/depressive symptoms as measured by the Child Behavior Checklist (CBCL) at 18-months.17
Limited research is available describing the relationship between cortisol reactivity and behavior difficulties at school age in children born EPT. Neonatal pain has been found to be related to persistent altered cortisol levels in boys born preterm at 7 years.18 Greater pain exposure in preterm born children was also related to higher cortisol levels at 7 years that was associated with lower IQ scores and poorer scores on tests of visual motor integration.19 Brummelte found that increased number of painful procedures preterm children experienced at birth was associated with lower cortisol levels on study day and lower diurnal cortisol at home specifically in boys at 7 years.20 Cortisol levels on the study day was negatively associated with attention problems and positively associated with thought problems in this same group of preterm born school aged children. To try to address this gap in the literature, we explored whether dysregulated cortisol reactivity in children born EPT was associated with difficulties with executive functioning skills at school age. The purpose of this study was to investigate cortisol concentrations and their association with cognitive function, executive function, and behavioral challenges among school-age children born EPT in comparison to children born at term, as an exploratory hypothesis-generating project. We hypothesized that children born EPT would have more difficulty on tests of cognition and executive function, in addition to higher levels of parent reported atypical behavior when compared to children born full term. We also hypothesized that blunted awakening cortisol response at early school age would be associated with lower cognitive functioning, poorer executive function, and increased rates of reported behavior problems.
METHODS
Population
The extremely preterm children in this study had been born between 24+0/7 and 27+6/7 weeks gestation and enrolled at birth into the Surfactant Positive Airway Pressure and Pulse Oximetry Randomized Trial (SUPPORT) conducted by the Neonatal Research Network (NRN) of the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD). A subset of the children in the SUPPORT trial were enrolled in the Neuroimaging and Neurodevelopmental Outcomes study (ClinicalTrials.gov ID NCT00233324);21 386 of these children had follow-up at age 6 years 4 months to 7 years 2 months. Partway through the school-age follow-up period, the National Heart, Lung and Blood Institute (NHLBI) awarded funding to evaluate the relationship of adrenal function to perinatal factors and school-age outcomes.10 Of the preterm-born children included in the study of adrenal function, 110 had developmental and behavioral testing performed and home cortisol values obtained and are included in this report. The only significant difference between the overall group and those who returned home samples was that the education level achieved was higher in the mothers of the preterm-born group who returned home samples.10
Participants were evaluated at fifteen Neonatal Research Network (NRN) centers after parental consent was obtained. The study was approved by the Institutional Review Board of each study site. Perinatal data were obtained from the original study database. A comparison group of children, born healthy at term, were recruited from 5 NRN sites (n=40). Of the 40 term-born children, 29 had home cortisol values and were included in this study. Children born full term were eligible based on the following criteria: (1) singleton birth with 5th to 95th percentile birth weight and 37 to 41 weeks gestation; (2) 6 years 4 months to 7 years old; (3) 5th to 95th percentile for height and weight; (4) never hospitalized >2 days; (5) without known medical problems; (6) never identified as eligible for special education, speech, or physical therapy; (7) without a sibling with autism or intellectual disability; and, (8) living with their birth parent(s).
Cortisol Collection
As part of a study of salivary cortisol in this population, kits were sent home after the study visit for the parents to collect specimens to measure cortisol upon awakening and 30 minutes later. Parents were given an instruction brochure with pictures illustrating the procedures and asked to enter the exact times of specimen collection. The time of collection was documented by parental report. 95% of specimens had times recorded, with the post-awakening specimen collected at 30 [23 – 46] minutes (median [5–95% CI] after awakening.
Saliva was collected by passive drool. If the child ate or drank anything <30 minutes before sampling, the child rinsed their mouth thoroughly before sampling. Samples were frozen at – 20°C, then sent to the Institute for Interdisciplinary Salivary Bioscience Research, where they remained at −80° C until assayed in duplicate using commercially available immunoassays designed for use with saliva (Salimetrics LLC, Carlsbad, CA). The test volume was 25 microliters, with lower limits of detection 0.007 mcg/dL. The intra-assay CV% was 7.55% and the inter-assay CV% as based on the validation of the assay was 6.00%.
Cortisol awakening responses were calculated by the area under the curve (AUC) between cortisol measures upon first awakening and 30 min later, with a blunted cortisol response defined as a lower AUC.9
Cognitive Test Measures
The Wechsler Intelligence Scale for Children – 4th edition (WISC-IV)22 was administered to each child, and composite scores in the areas of verbal comprehension, perceptual reasoning, working memory, and processing speed were obtained. All scores were standardized based on the chronological age of the child, with a mean of 100 and standard deviation of 15.
Selected subscales of the NEuroPSYchological Assessment (NEPSY-II)23 were administered. The test of auditory attention span was divided into a score of correct answers and a total score that took time into account. The test of memory for names was used, both for short-and long-term recall. All scores were standardized and converted to a t-score with a mean of 50 and standard deviation of 10 for analyses.
The Conners Parent Rating Scale24 measures parent reported behaviors related to inattention, hyperactivity/impulsivity, learning problems, executive functioning, defiance/aggression, and peer relations. The questionnaire was computer scored and standard scores were calculated based on the child’s chronological age. The scores were converted to T-scores with a mean of 50 and standard deviation of 10. Scores above 60 (84th percentile) were considered moderately elevated and scores above 70 (98th percentile) were considered significantly elevated.
Statistical analysis
Differences in maternal and child characteristics between children born EPT and term were tested by chi-square and Wilcoxon tests. The relationship between the cortisol awakening response and each cognitive and behavioral test measure was analyzed using generalized linear mixed models adjusting for center, birth weight Z-scores, sex, maternal education, and the time of day the cortisol level was obtained. Reduced models only adjusted for time of day whereas full models adjusted for all covariates listed.
RESULTS
Table 1 describes pertinent maternal and child characteristics at birth and follow-up. The preterm born children had significantly lower birth weights and gestational ages compared to the term children. In addition, maternal education was significantly higher in mothers of term-born children. Therefore, maternal education level was adjusted for in all analyses. We previously published data from this cohort showing that the preterm-born children had significantly lower morning values with a blunted awakening response (geometric mean 22% lower at awakening and 10% lower after 30 minutes).10
Table 1:
Neonatal characteristics | Extremely Preterm born N=110 | Term-born N=29 | P-value |
---|---|---|---|
Birth weight (BW, grams) | 891±201 | 3380±505 | <0.01 |
BW < 10th %ile (n, %) | 5 (5) | 4 (14) | 0.09 |
Gestational age (GA, weeks) | 26.43±1.02 | 39.23±1.03 | <0.01 |
BW for GA Z score | 0.17±1.04 | 0.00±0.84 | 0.32 |
Male sex (%) | 59 (54) | 13 (45) | 0.41 |
Race (% white) | 73 (66) | 24 (83) | 0.11 |
Antenatal steroids (%) | 106 (96) | 0 (0) | N/A |
Any/complete course | 90 (82) | 0 (0) | |
Neonatal complications | |||
Necrotizing enterocolitis | 4 (4) | 0 (0) | |
Bronchopulmonary dysplasiaa | 39 (35) | 0 (0) | |
Days of ventilation | 7.5 (2, 222) | 0 (0) | N/A |
Severe ICH or cPVLb | 8 (7) | 0 (0) | |
Late onset sepsis | 26 (24) | 0 (0) | |
Severe retinopathyc | 11 (10) | 0 (0) | |
Postnatal steroids (%) | 4 (4) | 0 (0) | N/A |
Maternal characteristics | |||
Maternal education | |||
Did not complete high school | 30 (28) | 0 (0) | <0.01 |
Completed high school | 27 (25) | 2 (7) | |
Some post-secondary | 23 (21) | 0 (0) | |
Completed college | 23 (21) | 16 (55) | |
Any graduate education | 4 (4) | 11 (38) | |
Diabetes | 7 (6) | N/A | N/A |
Hypertension | 24 (22) | 3 (11) | 0.28 |
Characteristics at follow up | |||
Child test age (years) | 6.84±0.41 | 6.72±0.19 | 0.87 |
Height (cm) | 119.75±6.98 | 121.88±5.84 | 0.13 |
Z score | −0.12±1.23 | 0.41 ±1.02 | 0.02 |
Weight (kg) | 23.16±4.96 | 22.95±3.51 | 0.84 |
Z score | −0.07±1.29 | 0.10±0.88 | 0.30 |
Bronchopulmonary dysplasia: receiving respiratory support (supplemental oxygen or positive pressure ventilation) at 36 weeks postmenstrual age
Severe ICH: intracranial hemorrhage grade III or IV; cPVL: cystic periventricular leukomalacia
Severe retinopathy: type 1 retinopathy of prematurity or treatment with laser, cryotherapy, or bevacizumab
The term-born children had higher scores on all scales of the WISC-IV and NEPSY-II, indicating higher functioning in the areas assessed. The term-born group had significantly lower scores on the Conners scale, which indicated fewer behavioral problems in the areas assessed. (Table 2)
Table 2.
WISC-IV Scores | Statistic | N | Extremely Preterm born | N | Term-born | P-value |
---|---|---|---|---|---|---|
Verbal Comprehension | Mean (SD) | 110 | 89.9 (14.5) | 29 | 103.1 (11.8) | <0.01 |
Median | 91 (79, 100) | 102 (95, 110) | ||||
Min, Max | 53, 121 | 83, 130 | ||||
Perceptual Reasoning | Mean (SD) | 110 | 96.4 (16.4) | 29 | 111.8 (13.8) | <0.01 |
Median | 95 (86, 108) | 110 (100, | ||||
Min, Max | 63, 141 | 84, 145 | ||||
Working Memory Total | Mean (SD) | 109 | 91.6 (12.7) | 29 | 105.1 (13.4) | <0.01 |
Median | 94 (83, 102) | 102 (94, 113) | ||||
Min, Max | 54, 120 | 86, 132 | ||||
Processing Speed | Mean (SD) | 109 | 91.6 (16.7) | 29 | 105.7 (11.9) | <0.01 |
Median | 94 (80, 103) | 106 (100, | ||||
Min, Max | 50, 128 | 75, 123 | ||||
NEPSY-II | ||||||
Auditory attention total correct | Mean (SD) | 96 | 8.1 (3.8) | 27 | 10.5 (3.0) | <0.01 |
Median | 9 (5, 11) | 11 (8, 13) | ||||
Min, Max | 1, 14 | 4, 15 | ||||
Auditory attention combined | Mean (SD) | 96 | 7.9 (4.0) | 27 | 10.9 (3.5) | <0.01 |
Median | 8 (4, 11) | 11 (9, 13) | ||||
Min, Max | 1, 16 | 4, 18 | ||||
Memory for names immediate | Mean (SD) | 103 | 8.5 (3.3) | 29 | 10.7 (3.2) | <0.01 |
Median | 8 (7, 11) | 11 (8, 12) | ||||
Min, Max | 1, 19 | 5, 18 | ||||
Memory for names delayed total | Mean (SD) | 103 | 8.5 (3.5) | 29 | 10.7 (3.3) | <0.01 |
Median | 9 (7, 11) | 11 (10, 12) | ||||
Min, Max | 2, 17 | 2, 17 | ||||
Conners Scores | ||||||
Inattention | Mean (SD) | 102 | 66.2 (17.3) | 27 | 51.8 (14.0) | <0.01 |
Median | 63 (55, 85) | 45 (41, 56) | ||||
Min, Max | 40, 90 | 40, 90 | ||||
Hyperactivity/Impulsivity | Mean (SD) | 101 | 66.0 (17.0) | 28 | 56.4 (14.8) | <0.01 |
Median | 64 (52, 83) | 52 (45, 64) | ||||
Min, Max | 40, 90 | 40, 90 | ||||
Learning Problems | Mean (SD) | 104 | 57.3 (13.9) | 26 | 47.2 (9.8) | <0.01 |
Median | 57 (46, 64) | 45 (40, 50) | ||||
Min, Max | 40, 90 | 40, 90 | ||||
Executive Functioning | Mean (SD) | 105 | 58.9 (14.4) | 26 | 51.1 (10.3) | 0.01 |
Median | 54 (47, 69) | 49 (43, 58) | ||||
Min, Max | 40, 90 | 40, 90 | ||||
Defiance/Aggression | Mean (SD) | 106 | 55.3 (13.3) | 29 | 48.4 (5.5) | 0.01 |
Median | 49 (45, 60) | 46 (45, 50) | ||||
Min, Max | 44, 90 | 45, 68 | ||||
Peer Relations | Mean (SD) | 105 | 57.4 (14.9) | 29 | 51.5 (11.6) | 0.03 |
Median | 52 (46, 64) | 46 (45, 54) | ||||
Min, Max | 44, 90 | 45, 89 |
Regression models showing the association of cortisol awakening response with developmental test scores are shown in Table 3. There was no significant relationship for the term-born group on any of the measures. However, among the EPT group, there was a significant positive association between WISC-IV verbal comprehension scores and morning cortisol AUC in the reduced model, which adjusted for time of awakening (ß (SE: 0.70 (0.35), p=0.05)). Significance was lost after further adjusting for center, sex, birth weight, and maternal education in the full model. On the NEPSY Memory for Names scale, both immediate recall (ß (SE: 3.84 (1.88), p=0.04)) and delayed recall (ß (SE: 4.81 (1.95), p=0.02)) were significantly positively associated with morning cortisol AUC in both models for the EPT group even after adjusting for all covariates. On the Conners scale, there was a significant association in the reduced model for the EPT group (such that lower/blunted awakening response was associated with increased scores) for inattention, learning problems, and defiance/aggression. Significance was maintained in the full model for the inattention scale. (ß (SE: −0.86 (0.37), p=0.02)).
Table 3.
Extremely Preterm born | Term-born | |||||||
---|---|---|---|---|---|---|---|---|
Reduced Modelb | Full Modelc | Reduced Modelb | Full Modelc | |||||
β (SE) | P-value | β (SE) | P-value | β (SE) | P-value | β (SE) | P-value | |
WISC-IV Scores | ||||||||
Verbal Comprehension | 0.70 (0.35) | 0.05 | 0.67 (0.45) | 0.15 | 0.37 (1.01) | 0.72 | 0.34 (1.30) | 0.79 |
Perceptual Reasoning | 0.44 (0.33) | 0.18 | 0.37 (0.44) | 0.39 | 0.15 (0.87) | 0.87 | −0.05 (1.03) | 0.96 |
Working Memory | 0.28 (0.39) | 0.47 | 0.31 (0.46) | 0.50 | −0.10 (0.86) | 0.91 | 0.48 (1.00) | 0.64 |
Processing Speed | 0.50 (0.31) | 0.12 | 0.21 (0.39) | 0.58 | −0.72 (0.97) | 0.47 | −0.44 (1.29) | 0.73 |
NEPSY Scores | ||||||||
Auditory attention total | −0.33 (1.46) | 0.82 | −0.48 (1.81) | 0.79 | −0.11 (4.08) | 0.98 | 4.58 (4.86) | 0.36 |
Auditory attention combined | −0.01 (1.35) | 0.99 | −0.34 (1.69) | 0.84 | −1.08 (3.53) | 0.76 | 2.36 (4.37) | 0.60 |
Memory for name | 3.23 (1.56) | 0.04 | 3.84 (1.88) | 0.04 | −3.73 (3.54) | 0.30 | −1.70 (4.50) | 0.71 |
Memory for names delayed | 3.02 (1.52) | 0.05 | 4.81 (1.95) | 0.02 | −6.39 (3.29) | 0.06 | −4.10 (4.40) | 0.36 |
Conners Scores | ||||||||
Inattention | −0.76 (0.30) | 0.01 | −0.86 (0.37) | 0.02 | 0.69 (0.76) | 0.37 | 0.20 (0.98) | 0.84 |
Hyperactivity/Impulsivity | −0.54 (0.31) | 0.08 | −0.58 (0.39) | 0.14 | 0.62 (0.72) | 0.40 | 0.47 (0.86) | 0.59 |
Learning Problems | −0.92 (0.37) | 0.02 | −0.88 (0.46) | 0.06 | 0.68 (1.06) | 0.52 | 0.38 (1.32) | 0.78 |
Executive Functioning | −0.53 (0.37) | 0.15 | −0.53 (0.46) | 0.26 | 0.20 (1.02) | 0.84 | −0.28 (1.19) | 0.81 |
Defiance/Aggression | −0.91 (0.39) | 0.02 | −0.85 (0.49) | 0.09 | 1.64 (2.41) | 0.50 | 3.54 (4.32) | 0.42 |
Peer Relations | −0.51 (0.36) | 0.17 | −0.74 (0.44) | 0.10 | 0.32 (1.00) | 0.75 | −0.19 (1.31) | 0.89 |
Cortisol awakening response (AUC) = increase from first awakening value to 30 minutes later
Adjusts for time of awakening.
Adjusts for time of awakening, center, sex, birthweight Z-scores, and maternal education.
DISCUSSION
In this study, we found that children born EPT, compared to those born full term, had increased rates of cognitive, executive function, and behavior problems even after adjusting for maternal education. These findings are consistent with the literature showing that prematurity is associated with lower scores on tests of cognition and executive functioning at school age.25, 26 EPT children have also been found to have increased problems with behavior, including externalizing (aggression, hyperactivity) and internalizing (anxiety, withdrawal) behaviors from preschool through school age.27, 28 These problems can be associated with learning difficulties and executive function abnormalities related to attention, impulsivity, and self-regulation.29
The association of learning and behavioral problems with cortisol awakening response has been infrequently studied. We previously reported that this cohort of children born extremely preterm showed a blunted cortisol awakening response, compared to those born at term gestation. We now report that there was a significant association of morning cortisol awakening response with verbal comprehension and verbal memory in the EPT group. After adjusting for center, birth weight, sex, and socio-economic factors, the memory scores maintained a significant association with cortisol. In areas of behavior, only the EPT group had a significant association between cortisol awakening response and behavioral scores in areas of inattention, learning problems, and aggression. Similarly, after adjusting for the above factors, a significant association with cortisol was maintained only for inattention.
Children born preterm, having experienced noxious exposures in the NICU, may display disruption in HPA axis function throughout childhood. Indicators of this dysregulated stress response in the HPA axis include blunting of morning cortisol levels10 and reduced cortisol reactivity in response to stress.9 Children with adverse early life experiences display a blunted cortisol awakening response and changes in cortisol reactivity in response to stressors throughout the day.30
A systematic review found that among toddlers and early school age children born EPT, those with greater exposures to painful procedures during the neonatal period displayed poorer neurodevelopmental outcomes and disruptions in their cortisol activation compared to those with lower numbers of painful procedures.8 In another study of school age children with a history of preterm birth, children born very preterm (under 32 weeks), did not display overall differences in diurnal patterns or in cortisol reactions to stress in comparison to children born full term; however, further analyses revealed that those born preterm who had experienced more pain-related stress in the neonatal period displayed lower cortisol levels throughout the day than their peers born full term or preterm without pain-related stress in the NICU.20 Furthermore, in the same study, children born preterm who displayed attention problems had lower levels of cortisol reactivity in response to stress. Our study also found that the children born EPT had an association of lower awakening cortisol AUC with increased inattention problems at 6–7 years, possibly related to differences in cortisol reactivity associated with stress experienced in the neonatal period.
Strengths of this study included a multi-center trial with a large cohort of EPT children with assessments completed by psychologists who underwent comprehensive training for inter-rater reliability. Limitations included a higher level of maternal education in the term control group, which was included in the regression models. A single parent questionnaire was used to measure the child’s behavior problems whereas multimodal assessment, including teacher ratings, may have provided a more comprehensive understanding of a child’s behavioral functioning. Parents’ interpretations of the questions and their own psychological functioning could have influenced their responses; however, the Conners scale is widely used both in research and in the clinical setting and is considered a robust measure of behavior. Finally, this study started part way through the NEURO school-age study period; however, population characteristics and neonatal morbidities were similar between this group and the overall NEURO population with the exception that the adrenal study group had a lower incidence of IVH/PVL (7% vs 9%).
In conclusion, our findings of an association between the cortisol awakening response and developmental outcomes in children born preterm, specifically in areas of memory and inattention, provides important information related to potential consequences of early stress. Further investigation of both parental and neonatal stress, as well as strategies to mitigate those stressors, may provide additional insight into the mechanisms contributing to this association. Enhanced support of children born preterm and their families, especially those from homes with limited resources, may be beneficial to the preterm child’s learning and behavior outcomes.
Impact:
In children born EPT, stress reactivity may have a relationship to learning problems
Cortisol awakening response should be a component for follow-up in EPT born children
Components of executive function, such as memory and attention, are related to stress reactivity
Acknowledgements
The National Institutes of Health, the Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD), and the National Heart, Lung, and Blood Institute (NHLBI) provided grant support for the Neonatal Research Network’s Extended Follow-up at School Age for the SUPPORT Neuroimaging and Neurodevelopmental Outcomes (NEURO) Cohort through cooperative agreements. While NICHD staff had input into the study design, conduct, analysis, and manuscript drafting, the comments and views of the authors do not necessarily represent the views of NICHD, the National Institutes of Health, the Department of Health and Human Services, or the U.S. Government.
Participating NRN sites collected data and transmitted it to RTI International, the data coordinating center (DCC) for the network, which stored, managed, and analyzed the data for this study. On behalf of the NRN, RTI International had full access to all of the data in the study, and with the NRN Center Principal Investigators, takes responsibility for the integrity of the data and accuracy of the data analysis.
We are indebted to our medical and nursing colleagues and the infants and their parents who agreed to take part in this study. The following investigators, in addition to those listed as authors, participated in this study:
NRN Steering Committee Chairs: Alan H. Jobe, MD PhD, University of Cincinnati (2003–2006); Michael S. Caplan, MD, University of Chicago, Pritzker School of Medicine (2006–2011); Richard A. Polin, MD, Division of Neonatology, College of Physicians and Surgeons, Columbia University, (2011-present).
Alpert Medical School of Brown University and Women & Infants Hospital of Rhode Island (U10 HD27904) – Abbot R. Laptook, MD; Angelita M. Hensman, MS RNC-NIC; Elisa Vieira, RN BSN; Emilee Little, RN BSN; Katharine Johnson, MD; Barbara Alksninis, PNP; Mary Lenore Keszler, MD; Andrea M. Knoll; Theresa M. Leach, MEd CAES; Elisabeth C. McGowan, MD; Victoria E. Watson, MS CAS.
Case Western Reserve University, Rainbow Babies & Children’s Hospital (U10 HD21364, M01 RR80) – Michele C. Walsh, MD MS; Avroy A. Fanaroff, MD; Allison Payne, MD MSCR; Deanne E. Wilson-Costello, MD; Nancy S. Newman, RN; Bonnie S. Siner, RN; Arlene Zadell, RN; Julie DiFiore, BS; Monika Bhola, MD; Harriet G. Friedman, MA; Gulgun Yalcinkaya, MD.Duke University School of Medicine, University Hospital, and Duke Regional Hospital (U10 HD40492, M01 RR30) – Ronald N. Goldberg, MD; C. Michael Cotten, MD MHS; Kathryn E. Gustafson, PhD; Ricki F. Goldstein, MD; Patricia Ashley, MD; Kathy J. Auten, MSHS; Kimberley A. Fisher, PhD FNP-BC IBCLC; Katherine A. Foy, RN; Sharon F. Freedman, MD; Melody B. Lohmeyer, RN MSN; William F. Malcolm, MD; David K. Wallace, MD MPH.
Emory University, Children’s Healthcare of Atlanta, Grady Memorial Hospital, and Emory Crawford Long Hospital (U10 HD27851, RR25008, M01 RR39) – David P. Carlton, MD; Barbara J. Stoll, MD; Ira Adams-Chapman, MD; Susie Buchter, MD; Anthony J. Piazza, MD; Sheena Carter, PhD; Sobha Fritz, PhD; Ellen C. Hale, RN BS CCRC; Amy K. Hutchinson, MD; Maureen Mulligan LaRossa, RN; Yvonne Loggins, RN, Diane Bottcher, RN.
Eunice Kennedy Shriver National Institute of Child Health and Human Development – Rosemary
D. Higgins, MD; Stephanie Wilson Archer, MA.
Indiana University, University Hospital, Methodist Hospital, Riley Hospital for Children, and Wishard Health Services (U10 HD27856, M01 RR750) – Brenda B. Poindexter, MD MS; Gregory M. Sokol, MD; Heidi M. Harmon, MD MS; Lu-Ann Papile, MD; Abbey C. Hines, PsyD; Leslie D. Wilson, BSN CCRC; Dianne E. Herron, RN; Lucy Smiley, CCRC.
Johns Hopkins University School of Medicine, Johns Hopkins University Bloomberg School of Public Health; Johns Hopkins University School of Nursing and Institute for Interdisciplinary Salivary Bioscience Research, University of California at Irvine – Douglas A. Granger, PhD.
McGovern Medical School at The University of Texas Health Science Center at Houston and Children’s Memorial Hermann Hospital (U10 HD21373) – Kathleen A. Kennedy, MD MPH; Jon E. Tyson, MD MPH; Andrea F. Duncan, MD MSClinRes; Allison G. Dempsey, PhD; Janice John, CPNP; Patrick M. Jones, MD MA; M. Layne Lillie, RN BSN; Saba Siddiki, MD; Daniel K. Sperry, RN.
National Heart, Lung, and Blood Institute – Carol J. Blaisdell, MD.
RTI International (U10 HD36790) – Abhik Das, PhD; Dennis Wallace, PhD; Marie G. Gantz, PhD; Jeanette O’Donnell Auman, BS; Jane A. Hammond, PhD; Jamie E. Newman, PhD MPH; W. Kenneth Poole, PhD (deceased).
Stanford University and Lucile Packard Children’s Hospital (U10 HD27880, UL1 RR25744, M01 RR70) – Krisa P. Van Meurs, MD; David K. Stevenson, MD; M. Bethany Ball, BS CCRC; Maria Elena DeAnda, PhD; Gabrielle T. Goodlin, BAS.
Tufts Medical Center, Floating Hospital for Children (U10 HD53119, M01 RR54) – Ivan D. Frantz III, MD; John M. Fiascone, MD; Elisabeth C. McGowan, MD; Anne Kurfiss, MPH; Brenda L. MacKinnon, RNC; Ellen Nylen, RN BSN; Ana Brussa, MS OTR/L; Cecelia Sibley, PT MHA.
University of Alabama at Birmingham Health System and Children’s Hospital of Alabama (U10 HD34216, M01 RR32) –Waldemar A. Carlo, MD; Namasivayam Ambalavanan, MD; Monica V. Collins, RN BSN MaEd; Shirley S. Cosby, RN BSN; Vivien A. Phillips, RN BSN; Kristy Domanovich, PhD; Sally Whitley, MA OTR-L FAOTA; Leigh Ann Smith, CRNP; Carin R. Kiser, MD.
University of California – San Diego Medical Center and Sharp Mary Birch Hospital for Women (U10 HD40461) – Neil N. Finer, MD; Donna Garey, MD; Maynard R. Rasmussen; MD; Paul R. Wozniak, MD; Yvonne E. Vaucher, MD MPH; Martha G. Fuller, PhD RN; Natacha Akshoomoff, PhD; Wade Rich, BSHS RRT; Kathy Arnell, RNC; Renee Bridge, RN.
University of Denver, Department of Psychology – Elysia Poggi Davis, PhD.
University of Iowa (U10 HD53109, UL1 TR442, M01 RR59) – Edward F. Bell, MD; Tarah T. Colaizy, MD MPH; John A. Widness, MD; Jonathan M. Klein, MD; Karen J. Johnson, RN BSN; Michael J. Acarregui, MD; Diane L. Eastman, RN CPNP MA; Tammy L. V. Wilgenbusch, PhD.
University of New Mexico Health Sciences Center (R01 HL117764, U10 HD53089, M01 RR997) – Robin K. Ohls, MD; Conra Backstrom Lacy, RN; Rebecca A. Thomson, RN BSN; Sandra Brown, RN BSN.
University of Texas Southwestern Medical Center at Dallas, Parkland Health & Hospital System, and Children’s Medical Center Dallas (U10 HD40689, M01 RR633) – Pablo J. Sánchez, MD; Roy J. Heyne, MD; Charles R. Rosenfeld, MD; Walid A. Salhab, MD; Luc Brion, MD; Sally S. Adams, MS RN CPNP; James Allen, RRT; Laura Grau, RN; Alicia Guzman; Gaynelle Hensley, RN; Elizabeth T. Heyne, PsyD PA-C; Jackie F. Hickman, RN; Lizette E. Lee, RN; Melissa H. Leps, RN; Linda A. Madden, RN CPNP; Melissa Swensen Martin, RN; Nancy A. Miller, RN; Janet S. Morgan, RN; Araceli Solis, RRT; Catherine Twell Boatman, MS CIMI; Diana M Vasil, MSN BSN RNC-NIC.
University of Utah Medical Center, Intermountain Medical Center, LDS Hospital, and Primary Children’s Medical Center (U10 HD53124, M01 RR64) – Bradley A. Yoder, MD; Roger G. Faix, MD; Shawna Baker, RN; Karen A. Osborne, RN BSN CCRC; Carrie A. Rau, RN BSN CCRC; Sarah Winter, MD; Sean D. Cunningham, PhD; Ariel C. Ford, PsyD.
Wayne State University, Hutzel Women’s Hospital, and Children’s Hospital of Michigan (U10 HD21385) – Seetha Shankaran, MD; Athina Pappas, MD; Beena G. Sood, MD MS; Rebecca Bara, RN BSN; Thomas L. Slovis, MD (deceased); Laura A. Goldston, MA; Mary Johnson, RN BSN.
Footnotes
Data Sharing
Data reported in this paper may be requested through a data use agreement. Further details are available at https://neonatal.rti.org/index.cfm?fuseaction=DataRequest.Home.
Consent Statement
Patients were consented at each institution per each institution’s IRB requirements.
Disclosures
DAG is founder and chief scientific and strategy advisor at Salimetrics LLC and Salivabio LLC. The nature of those relationships is managed by the policies of the committees on conflict of interest at the Johns Hopkins University School of Medicine and the University of California at Irvine.
Extended Follow-up at School Age for the SUPPORT Neuroimaging and Neurodevelopmental Outcomes (NEURO) Cohort: NCT00233324.
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