TY - JOUR
T1 - Increased Brain Age Gap Estimate (BrainAGE) in Young Adults After Premature Birth
AU - Hedderich, Dennis M.
AU - Menegaux, Aurore
AU - Schmitz-Koep, Benita
AU - Nuttall, Rachel
AU - Zimmermann, Juliana
AU - Schneider, Sebastian C.
AU - Bäuml, Josef G.
AU - Daamen, Marcel
AU - Boecker, Henning
AU - Wilke, Marko
AU - Zimmer, Claus
AU - Wolke, Dieter
AU - Bartmann, Peter
AU - Sorg, Christian
AU - Gaser, Christian
N1 - Publisher Copyright:
© Copyright © 2021 Hedderich, Menegaux, Schmitz-Koep, Nuttall, Zimmermann, Schneider, Bäuml, Daamen, Boecker, Wilke, Zimmer, Wolke, Bartmann, Sorg and Gaser.
PY - 2021/4/1
Y1 - 2021/4/1
N2 - Recent evidence suggests increased metabolic and physiologic aging rates in premature-born adults. While the lasting consequences of premature birth on human brain development are known, its impact on brain aging remains unclear. We addressed the question of whether premature birth impacts brain age gap estimates (BrainAGE) using an accurate and robust machine-learning framework based on structural MRI in a large cohort of young premature-born adults (n = 101) and full-term (FT) controls (n = 111). Study participants are part of a geographically defined population study of premature-born individuals, which have been followed longitudinally from birth until young adulthood. We investigated the association between BrainAGE scores and perinatal variables as well as with outcomes of physical (total intracranial volume, TIV) and cognitive development (full-scale IQ, FS-IQ). We found increased BrainAGE in premature-born adults [median (interquartile range) = 1.4 (−1.3–4.7 years)] compared to full-term controls (p = 0.002, Cohen’s d = 0.443), which was associated with low Gestational age (GA), low birth weight (BW), and increased neonatal treatment intensity but not with TIV or FS-IQ. In conclusion, results demonstrate elevated BrainAGE in premature-born adults, suggesting an increased risk for accelerated brain aging in human prematurity.
AB - Recent evidence suggests increased metabolic and physiologic aging rates in premature-born adults. While the lasting consequences of premature birth on human brain development are known, its impact on brain aging remains unclear. We addressed the question of whether premature birth impacts brain age gap estimates (BrainAGE) using an accurate and robust machine-learning framework based on structural MRI in a large cohort of young premature-born adults (n = 101) and full-term (FT) controls (n = 111). Study participants are part of a geographically defined population study of premature-born individuals, which have been followed longitudinally from birth until young adulthood. We investigated the association between BrainAGE scores and perinatal variables as well as with outcomes of physical (total intracranial volume, TIV) and cognitive development (full-scale IQ, FS-IQ). We found increased BrainAGE in premature-born adults [median (interquartile range) = 1.4 (−1.3–4.7 years)] compared to full-term controls (p = 0.002, Cohen’s d = 0.443), which was associated with low Gestational age (GA), low birth weight (BW), and increased neonatal treatment intensity but not with TIV or FS-IQ. In conclusion, results demonstrate elevated BrainAGE in premature-born adults, suggesting an increased risk for accelerated brain aging in human prematurity.
KW - aging
KW - brain
KW - development
KW - magnetic resonance imaging
KW - premature birth
UR - http://www.scopus.com/inward/record.url?scp=85104252743&partnerID=8YFLogxK
U2 - 10.3389/fnagi.2021.653365
DO - 10.3389/fnagi.2021.653365
M3 - Article
AN - SCOPUS:85104252743
SN - 1663-4365
VL - 13
JO - Frontiers in Aging Neuroscience
JF - Frontiers in Aging Neuroscience
M1 - 653365
ER -