Gestational age is often used as a proxy for developmental maturity by clinicians and researchers alike. DNA methylation has previously been shown to be associated with age and has been used to accurately estimate chronological age in children and adults. In the current study, we examine whether DNA methylation in cord blood can be used to estimate gestational age at birth. We find that gestational age can be accurately estimated from DNA methylation of neonatal cord blood and blood spot samples. We calculate a DNA methylation gestational age using 148 CpG sites selected through elastic net regression in six training datasets. We evaluate predictive accuracy in nine testing datasets and find that the accuracy of the DNA methylation gestational age is consistent with that of gestational age estimates based on established methods, such as ultrasound. We also find that an increased DNA methylation gestational age relative to clinical gestational age is associated with birthweight independent of gestational age, sex, and ancestry. DNA methylation can be used to accurately estimate gestational age at or near birth and may provide additional information relevant to developmental stage. Further studies of this predictor are warranted to determine its utility in clinical settings and for research purposes. When clinical estimates are available this measure may increase accuracy in the testing of hypotheses related to developmental age and other early life circumstances.

Understanding mental health in parents of very preterm (VPT) infants is critical as parental depression and anxiety can adversely affect children’s development.^1,2 While more mothers of preterm infants experience psychological distress in the early years than mothers of infants born at full term (FT),³ there is a dearth of detailed, longitudinal information on these symptoms in the newborn period. In the first hours and days after birth, fathers are faced with the dual responsibility of caring for their partners after delivery and being the primary point of contact with their child. Most remain involved in the day-to-day care of their infants throughout their hospital stay, often juggling responsibilities while returning to the workforce. However, research to date has largely overlooked fathers.

OBJECTIVE. Extremely preterm birth is associated with adverse neurodevelopmental sequelae. Head circumference has been used as a measure of brain growth. There are limited data relating head circumference to MRI. The purpose of this work was to establish the relationship between head circumference with brain MRI at term-equivalent age and to relate head circumference with neurodevelopmental outcome at 2 years. PATIENTS AND METHODS. Two hundred and twenty-seven preterm infants (birth weight of <1250 g or <30 weeks’ gestation) were recruited. Head circumference was measured at birth, term, and 2 years’ corrected age, and z scores were computed. Microcephaly was defined as a head circumference z score of less than −2 SDs for age and gender. MRI scans at term (n = 214) were graded for white and gray matter abnormalities, and segmented volumes were calculated for different tissue types. Outcome at 2 years’ corrected age (n = 202) included scores on the Bayley Scales of Infant Development II. RESULTS. Microcephaly increased from 7.5% at term to 29.7% at 2 years. There was no significant relationship between head circumference and white or gray matter abnormalities on MRI. There was a strong correlation between head circumference and brain volume at term. At term, microcephalic infants had significantly decreased volumes for total brain tissue and most segmented volumes compared with infants with normal head circumference, but only deep nuclear gray matter volume remained significantly lower when adjusted for total intracranial volume. At 2 years, microcephaly was associated with poorer cognitive and motor development and an increased rate of cerebral palsy. CONCLUSIONS. Brain volume is a determinant of head size at term. Microcephaly is associated with a reduction of brain tissue volumes, especially deep nuclear gray matter, which suggests a selective vulnerability. Poor postnatal head growth in preterm infants becomes more evident by 2 years and is strongly associated with poor neurodevelopmental outcome and cerebral palsy.