The impact of sex, puberty, and hormones on white matter microstructure in adolescents.

BACKGROUND During adolescence, numerous factors influence the organization of the brain. It is unclear what influence sex and puberty have on white matter microstructure, as well as the role that rapidly increasing sex steroids play. METHODS White matter microstructure was examined in 77 adolescents (ages 10-16) using diffusion tensor imaging. Multiple regression analyses were performed to examine the relationships between fractional anisotropy (FA) and mean diffusivity (MD) and sex, puberty, and their interaction, controlling for age. Follow-up analyses determined if sex steroids predicted microstructural characteristics in sexually dimorphic and pubertal-related white matter regions, as well as in whole brain. RESULTS Boys had higher FA in white matter carrying corticospinal, long-range association, and cortico-subcortical fibers, and lower MD in frontal and temporal white matter compared with girls. Pubertal development was related to higher FA in the insula, while a significant sex-by-puberty interaction was seen in superior frontal white matter. In boys, testosterone predicted white matter integrity in sexually dimorphic regions as well as whole brain FA, whereas estradiol showed a negative relationship with FA in girls. CONCLUSIONS Sex differences and puberty uniquely relate to white matter microstructure in adolescents, which can partially be explained by sex steroids.

[1]  M. Jenkinson Non-linear registration aka Spatial normalisation , 2007 .

[2]  M. Kritzer,et al.  Immunoreactivity for intracellular androgen receptors in identified subpopulations of neurons, astrocytes and oligodendrocytes in primate prefrontal cortex. , 1999, Journal of neurobiology.

[3]  S. Wakana,et al.  MRI Atlas of Human White Matter , 2005 .

[4]  J. Juraska,et al.  The Cellular Basis for Volume Changes in the Rat Cortex during Puberty: White and Gray Matter , 2004, Annals of the New York Academy of Sciences.

[5]  A. Petersen,et al.  A self-report measure of pubertal status: Reliability, validity, and initial norms , 1988, Journal of youth and adolescence.

[6]  Alan C. Evans,et al.  Cerebral White Matter in Early Puberty Is Associated with Luteinizing Hormone Concentrations , 2022 .

[7]  A. Kring,et al.  Sex differences in emotion: expression, experience, and physiology. , 1998, Journal of personality and social psychology.

[8]  Michael Brady,et al.  Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain Images , 2002, NeuroImage.

[9]  K. Luan Phan,et al.  Valence, gender, and lateralization of functional brain anatomy in emotion: a meta-analysis of findings from neuroimaging , 2003, NeuroImage.

[10]  Paul M. Thompson,et al.  Sexual dimorphism of brain developmental trajectories during childhood and adolescence , 2007, NeuroImage.

[11]  Monique Timmers,et al.  Sex differences in emotion expression , 2000 .

[12]  M. Herting,et al.  Delay discounting behavior and white matter microstructure abnormalities in youth with a family history of alcoholism. , 2010, Alcoholism, clinical and experimental research.

[13]  P. Szeszko,et al.  MRI atlas of human white matter , 2006 .

[14]  R. Skoff,et al.  Comparison of in vivo and in vitro subcellular localization of estrogen receptors α and β in oligodendrocytes , 2004 .

[15]  C. Sisk,et al.  The neural basis of puberty and adolescence , 2004, Nature Neuroscience.

[16]  Deborah A Yurgelun-Todd,et al.  Sex differences in the relationship between white matter microstructure and impulsivity in adolescents. , 2006, Magnetic resonance imaging.

[17]  C. Sisk,et al.  Pubertal hormones organize the adolescent brain and behavior , 2005, Frontiers in Neuroendocrinology.

[18]  T. Paus,et al.  Sex differences in the growth of white matter during adolescence , 2009, NeuroImage.

[19]  W. Boon,et al.  Aromatase--a brief overview. , 2002, Annual review of physiology.

[20]  Damien A. Fair,et al.  Altered fronto-cerebellar connectivity in alcohol-naïve youth with a family history of alcoholism , 2011, NeuroImage.

[21]  Sandra A. Brown,et al.  Correlates of success following treatment for adolescent substance abuse , 1994 .

[22]  J. McGowan,et al.  The physical basis of magnetization transfer imaging. , 1999, Neurology.

[23]  T. Paus,et al.  Sexual dimorphism in the adolescent brain: Role of testosterone and androgen receptor in global and local volumes of grey and white matter , 2010, Hormones and Behavior.

[24]  V. Menon,et al.  White matter development during childhood and adolescence: a cross-sectional diffusion tensor imaging study. , 2005, Cerebral cortex.

[25]  M. Keshavan,et al.  Sex differences in brain maturation during childhood and adolescence. , 2001, Cerebral cortex.

[26]  B. McEwen Invited review: Estrogens effects on the brain: multiple sites and molecular mechanisms. , 2001, Journal of applied physiology.

[27]  D. Zippin Sex differences and the sense of humor. , 1966, Psychoanalytic review.

[28]  J. Rice,et al.  Comparison of direct interview and family history diagnoses of alcohol dependence. , 1995, Alcoholism, clinical and experimental research.

[29]  Rhoshel K. Lenroot,et al.  Sex differences in the adolescent brain , 2010, Brain and Cognition.

[30]  Dorret I. Boomsma,et al.  Sex steroids and brain structure in pubertal boys and girls , 2009, Psychoneuroendocrinology.

[31]  Turhan Canli,et al.  Individual differences in emotion processing , 2004, Current Opinion in Neurobiology.

[32]  R. C. Oldfield The assessment and analysis of handedness: the Edinburgh inventory. , 1971, Neuropsychologia.

[33]  John O. Willis,et al.  Wechsler Abbreviated Scale of Intelligence , 2014 .

[34]  R W Cox,et al.  AFNI: software for analysis and visualization of functional magnetic resonance neuroimages. , 1996, Computers and biomedical research, an international journal.

[35]  Vincent J Schmithorst,et al.  Developmental differences in white matter architecture between boys and girls , 2008, Human brain mapping.

[36]  S. Tapert,et al.  Psychometric evaluation of the Customary Drinking and Drug Use Record (CDDR): a measure of adolescent alcohol and drug involvement. , 1998, Journal of studies on alcohol.

[37]  E. Susser,et al.  Psychopathology among New York city public school children 6 months after September 11. , 2005, Archives of general psychiatry.

[38]  Gereon R Fink,et al.  Sex differences and the impact of steroid hormones on the developing human brain. , 2009, Cerebral cortex.

[39]  A Fast , Automated , N-Dimensional Phase Unwrapping Algorithm FMRIB Technical Report TR 01 MJ 1 , 2003 .

[40]  Ivo D Dinov,et al.  Puberty influences medial temporal lobe and cortical gray matter maturation differently in boys than girls matched for sexual maturity. , 2011, Cerebral cortex.

[41]  G. Canino,et al.  The DISC Predictive Scales (DPS): efficiently screening for diagnoses. , 2001, Journal of the American Academy of Child and Adolescent Psychiatry.

[42]  Avi Karni,et al.  Sex differences in motor performance and motor learning in children and adolescents: An increasing male advantage in motor learning and consolidation phase gains , 2009, Behavioural Brain Research.

[43]  R. Skoff,et al.  Sexual dimorphism in the white matter of rodents , 2009, Journal of the Neurological Sciences.

[44]  Thomas E. Nichols,et al.  Acquisition and voxelwise analysis of multi-subject diffusion data with Tract-Based Spatial Statistics , 2007, Nature Protocols.

[45]  Marko Wilke,et al.  Correlation of white matter diffusivity and anisotropy with age during childhood and adolescence: a cross-sectional diffusion-tensor MR imaging study. , 2002, Radiology.

[46]  Terry L. Jernigan,et al.  Longitudinal characterization of white matter maturation during adolescence , 2010, Brain Research.

[47]  Stephen M Smith,et al.  Fast robust automated brain extraction , 2002, Human brain mapping.

[48]  P. Basser Inferring microstructural features and the physiological state of tissues from diffusion‐weighted images , 1995, NMR in biomedicine.

[49]  Tomáš Paus,et al.  Growth of white matter in the adolescent brain: Myelin or axon? , 2010, Brain and Cognition.

[50]  Jun Yoshino,et al.  Demyelination increases radial diffusivity in corpus callosum of mouse brain , 2005, NeuroImage.

[51]  Sarah-Jayne Blakemore,et al.  Social cognitive development during adolescence. , 2006, Social cognitive and affective neuroscience.

[52]  V. Mathews,et al.  Adolescents with Disruptive Behavior Disorder Investigated Using an Optimized MR Diffusion Tensor Imaging Protocol , 2005, Annals of the New York Academy of Sciences.

[53]  Daniel Rueckert,et al.  Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data , 2006, NeuroImage.

[54]  C. Beaulieu,et al.  The basis of anisotropic water diffusion in the nervous system – a technical review , 2002, NMR in biomedicine.

[55]  E J Costello,et al.  Pubertal changes in hormone levels and depression in girls , 1999, Psychological Medicine.

[56]  A. Alexander,et al.  Diffusion tensor imaging of the brain , 2007, Neurotherapeutics.

[57]  Alan C. Evans,et al.  Brain development during childhood and adolescence: a longitudinal MRI study , 1999, Nature Neuroscience.

[58]  D. Orr,et al.  Textbook of Adolescent Medicine , 1992 .

[59]  D. Frayer SEXUAL DIMORPHISM , 2005 .

[60]  Lisa M Barnett,et al.  Gender Differences in Motor Skill Proficiency From Childhood to Adolescence: A Longitudinal Study , 2010 .

[61]  A. B. Hollingshead,et al.  Four factor index of social status , 1975 .

[62]  L. Dunkel,et al.  Twenty-four-hour profiles of luteinizing hormone, follicle-stimulating hormone, testosterone, and estradiol levels: a semilongitudinal study throughout puberty in healthy boys. , 1997, The Journal of clinical endocrinology and metabolism.

[63]  Jennifer S. Beer,et al.  Prefrontal involvement in the regulation of emotion: convergence of rat and human studies , 2006, Current Opinion in Neurobiology.

[64]  P. C. Murphy,et al.  Cerebral Cortex , 2017, Cerebral Cortex.

[65]  A. J. Barkovich,et al.  Diffusion-weighted MRI of myelination in the rat brain following treatment with gonadal hormones , 1997, Neuroradiology.

[66]  S Ekholm,et al.  Effects of number of diffusion gradient directions on derived diffusion tensor imaging indices in human brain. , 2006, AJNR. American journal of neuroradiology.

[67]  Alain Pitiot,et al.  Growth of White Matter in the Adolescent Brain: Role of Testosterone and Androgen Receptor , 2008, The Journal of Neuroscience.

[68]  R. Skoff,et al.  Comparison of in vivo and in vitro subcellular localization of estrogen receptors alpha and beta in oligodendrocytes. , 2004, Journal of neurochemistry.

[69]  Suzanne E. Welcome,et al.  Mapping cortical change across the human life span , 2003, Nature Neuroscience.

[70]  B. Luna,et al.  White matter development in adolescence: a DTI study. , 2010, Cerebral cortex.