Separate effects of sex hormones and sex chromosomes on brain structure and function revealed by high-resolution magnetic resonance imaging and spatial navigation assessment of the Four Core Genotype mouse model

Males and females exhibit several differences in brain structure and function. To examine the basis for these sex differences, we investigated the influences of sex hormones and sex chromosomes on brain structure and function in mice. We used the Four Core Genotype (4CG) mice, which can generate both male and female mice with XX or XY sex chromosome complement, allowing the decoupling of sex chromosomes from hormonal milieu. To examine whole brain structure, high-resolution ex vivo MRI was performed, and to assess differences in cognitive function, mice were trained on a radial arm maze. Voxel-wise and volumetric analyses of MRI data uncovered a striking independence of hormonal versus chromosomal influences in 30 sexually dimorphic brain regions. For example, the bed nucleus of the stria terminalis and the parieto-temporal lobe of the cerebral cortex displayed steroid-dependence while the cerebellar cortex, corpus callosum, and olfactory bulbs were influenced by sex chromosomes. Spatial learning and memory demonstrated strict hormone-dependency with no apparent influence of sex chromosomes. Understanding the influences of chromosomes and hormones on brain structure and function is important for understanding sex differences in brain structure and function, an endeavor that has eventual implications for understanding sex biases observed in the prevalence of psychiatric disorders.

[1]  P. A. Jacobs,et al.  Evidence from Turner's syndrome of an imprinted X-linked locus affecting cognitive function , 1997, Nature.

[2]  Lindsay S. Cahill,et al.  Preparation of fixed mouse brains for MRI , 2012, NeuroImage.

[3]  Margaret M McCarthy,et al.  Reframing sexual differentiation of the brain , 2011, Nature Neuroscience.

[4]  D. Pfaff,et al.  Involvement of estrogen receptor α, β and oxytocin in social discrimination: a detailed behavioral analysis with knockout female mice , 2006 .

[5]  H. Willard,et al.  X-inactivation profile reveals extensive variability in X-linked gene expression in females , 2005, Nature.

[6]  C. Disteche,et al.  Escape from X inactivation , 2003, Cytogenetic and Genome Research.

[7]  W. Boon,et al.  Estrogens, Brain, and Behavior: Lessons from Knockout Mouse Models , 2009, Seminars in reproductive medicine.

[8]  R. Hastings,et al.  Outcomes of Behavioral Intervention for Children with Autism in Mainstream Pre-School Settings , 2011, Journal of autism and developmental disorders.

[9]  Brian B. Avants,et al.  Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain , 2008, Medical Image Anal..

[10]  A. Arnold,et al.  Sex differences in sex chromosome gene expression in mouse brain. , 2002, Human molecular genetics.

[11]  A. Bartke,et al.  Deficits in female reproductive function in GH-R-KO mice; role of IGF-I. , 1999, Endocrinology.

[12]  A. Arnold,et al.  Sex Chromosome Effects Unmasked in Angiotensin II–Induced Hypertension , 2010, Hypertension.

[13]  R. Malenka,et al.  Behavioral abnormalities and circuit defects in the basal ganglia of a mouse model of 16p11.2 deletion syndrome. , 2014, Cell reports.

[14]  L. Cahill Why sex matters for neuroscience , 2006, Nature Reviews Neuroscience.

[15]  Jay N. Giedd,et al.  High resolution whole brain imaging of anatomical variation in XO, XX, and XY mice , 2013, NeuroImage.

[16]  J. Jentsch,et al.  XXY mice exhibit gonadal and behavioral phenotypes similar to Klinefelter syndrome. , 2005, Endocrinology.

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

[18]  K. Frick,et al.  Male mice exhibit better spatial working and reference memory than females in a water-escape radial arm maze task , 2003, Brain Research.

[19]  A. Arnold,et al.  Sex chromosome complement regulates habit formation , 2007, Nature Neuroscience.

[20]  R. Mark Henkelman,et al.  Automated deformation analysis in the YAC128 Huntington disease mouse model , 2008, NeuroImage.

[21]  Jonathan Gershon,et al.  A Meta-Analytic Review of Gender Differences in ADHD , 2002, Journal of attention disorders.

[22]  Eileen Luders,et al.  Gender effects on callosal thickness in scaled and unscaled space , 2006, Neuroreport.

[23]  B. Peterson,et al.  Sex, Age, and Cognitive Correlates of Asymmetries in Thickness of the Cortical Mantle Across the Life Span , 2014, The Journal of Neuroscience.

[24]  T. Nakatani,et al.  Involvement of estrogen receptors in prostatic diseases , 2012, International journal of urology : official journal of the Japanese Urological Association.

[25]  K. Cosgrove,et al.  Evolving Knowledge of Sex Differences in Brain Structure, Function, and Chemistry , 2007, Biological Psychiatry.

[26]  Nicolas Valenzuela,et al.  Performing Vaginal Lavage, Crystal Violet Staining, and Vaginal Cytological Evaluation for Mouse Estrous Cycle Staging Identification , 2012, Journal of visualized experiments : JoVE.

[27]  N. Makris,et al.  Normal sexual dimorphism of the adult human brain assessed by in vivo magnetic resonance imaging. , 2001, Cerebral cortex.

[28]  D. Pfaff,et al.  Behavioral effects of estrogen receptor gene disruption in male mice. , 1997, Proceedings of the National Academy of Sciences of the United States of America.

[29]  A. Arnold The organizational–activational hypothesis as the foundation for a unified theory of sexual differentiation of all mammalian tissues , 2009, Hormones and Behavior.

[30]  P. Maki,et al.  Critical window hypothesis of hormone therapy and cognition: a scientific update on clinical studies , 2013, Menopause.

[31]  A. Arnold,et al.  Behavioral/systems/cognitive Sex Chromosome Complement and Gonadal Sex Influence Aggressive and Parental Behaviors in Mice , 2022 .

[32]  Richard Axel,et al.  Visualizing Sexual Dimorphism in the Brain , 2004, Neuron.

[33]  Rebecca C. Knickmeyer,et al.  Why Are Autism Spectrum Conditions More Prevalent in Males? , 2011, PLoS biology.

[34]  R M Henkelman,et al.  Clustering autism: using neuroanatomical differences in 26 mouse models to gain insight into the heterogeneity , 2014, Molecular Psychiatry.

[35]  S. O’Rahilly,et al.  The GPR54 gene as a regulator of puberty. , 2004, The New England journal of medicine.

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

[37]  B. Turetsky,et al.  Sex Differences in Brain Gray and White Matter in Healthy Young Adults: Correlations with Cognitive Performance , 1999, The Journal of Neuroscience.

[38]  Gregory F Ball,et al.  Sex Differences in the Brain: The Not So Inconvenient Truth , 2012, The Journal of Neuroscience.

[39]  Christopher J. Evans,et al.  Sex chromosome complement affects nociception in tests of acute and chronic exposure to morphine in mice , 2008, Hormones and Behavior.

[40]  E. Rissman,et al.  Sex differences in juvenile mouse social behavior are influenced by sex chromosomes and social context , 2011, Genes, brain, and behavior.

[41]  William Davies,et al.  Xlr3b is a new imprinted candidate for X-linked parent-of-origin effects on cognitive function in mice , 2005, Nature Genetics.

[42]  Zachariah Jonasson,et al.  Meta-analysis of sex differences in rodent models of learning and memory: a review of behavioral and biological data , 2005, Neuroscience & Biobehavioral Reviews.

[43]  W. Vogel,et al.  A high density of X-linked genes for general cognitive ability: a run-away process shaping human evolution? , 2001, Trends in genetics : TIG.

[44]  R. Gorski,et al.  Sex differences in subregions of the medial nucleus of the amygdala and the bed nucleus of the stria terminalis of the rat , 1992, Brain Research.

[45]  Ningdong Kang,et al.  Development of sex differences in the principal nucleus of the bed nucleus of the stria terminalis of mice: Role of Bax‐dependent cell death , 2007, Developmental neurobiology.

[46]  Veronique D. Bohbot,et al.  Maze training in mice induces MRI-detectable brain shape changes specific to the type of learning , 2011, NeuroImage.

[47]  R Mark Henkelman,et al.  Anatomical phenotyping in the brain and skull of a mutant mouse by magnetic resonance imaging and computed tomography. , 2006, Physiological genomics.

[48]  A. Arnold,et al.  Dissociation of Genetic and Hormonal Influences on Sex Differences in Alcoholism-Related Behaviors , 2010, The Journal of Neuroscience.

[49]  Ying Ding,et al.  Sex chromosome complement regulates expression of mood-related genes , 2013, Biology of Sex Differences.

[50]  Peter Goodfellow,et al.  "Male Development of Chromosomally Female Mice Transgenic for Sry gene" (1991), by Peter Koopman, et al. , 2014 .

[51]  David S. Olton,et al.  Spatial memory and radial arm maze performance of rats , 1977 .

[52]  Avshalom Caspi,et al.  Using sex differences in psychopathology to study causal mechanisms: unifying issues and research strategies. , 2003, Journal of child psychology and psychiatry, and allied disciplines.

[53]  Laura L. Carruth,et al.  Sex chromosome genes directly affect brain sexual differentiation , 2002, Nature Neuroscience.

[54]  C. Paul,et al.  Spatial memory: Theoretical basis and comparative review on experimental methods in rodents , 2009, Behavioural Brain Research.

[55]  Paul M. Thompson,et al.  Why size matters: Differences in brain volume account for apparent sex differences in callosal anatomy The sexual dimorphism of the corpus callosum , 2014, NeuroImage.

[56]  S. Moore,et al.  Sex chromosome complement influences functional callosal myelination , 2013, Neuroscience.

[57]  D. Pfaff,et al.  Involvement of estrogen receptor alpha, beta and oxytocin in social discrimination: A detailed behavioral analysis with knockout female mice. , 2006, Genes, brain, and behavior.

[58]  R. Mark Henkelman,et al.  Sexual dimorphism revealed in the structure of the mouse brain using three-dimensional magnetic resonance imaging , 2007, NeuroImage.

[59]  Ling Wang,et al.  Morphological abnormalities in the brains of estrogen receptor β knockout mice , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[60]  Jason P. Lerch,et al.  Hippocampal volumes differ across the mouse estrous cycle, can change within 24hours, and associate with cognitive strategies , 2013, NeuroImage.

[61]  F. Naftolin,et al.  Sexual differentiation of the central nervous system. , 1981, Science.

[62]  S. Nolen-Hoeksema,et al.  The emergence of gender differences in depression during adolescence. , 1994, Psychological bulletin.

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

[64]  Jagath C. Rajapakse,et al.  Quantitative Magnetic Resonance Imaging of Human Brain Development: Ages 4–18 , 1996 .

[65]  Yasushi Kobayashi,et al.  Behavioral / Systems / Cognitive Extracellular Signal-Regulated Kinase 2 ( ERK 2 ) Knockdown Mice Show Deficits in Long-Term Memory ; ERK 2 Has a Specific Function in Learning and Memory , 2007 .

[66]  Cynthia L. Jordan,et al.  Sexual differentiation of the vertebrate nervous system , 2004, Nature Neuroscience.

[67]  D. Korol Role of estrogen in balancing contributions from multiple memory systems , 2004, Neurobiology of Learning and Memory.

[68]  M. Spritzer,et al.  Testosterone influences spatial strategy preferences among adult male rats , 2013, Hormones and Behavior.

[69]  Lindsay S. Cahill,et al.  Multiple-mouse Neuroanatomical Magnetic Resonance Imaging , 2011, Journal of visualized experiments : JoVE.

[70]  D. Collins,et al.  Automatic 3D Intersubject Registration of MR Volumetric Data in Standardized Talairach Space , 1994, Journal of computer assisted tomography.

[71]  Peter Tontonoz,et al.  The Number of X Chromosomes Causes Sex Differences in Adiposity in Mice , 2012, PLoS genetics.

[72]  T. Paus,et al.  A Comparative, Developmental, and Clinical Perspective of Neurobehavioral Sexual Dimorphisms , 2012, Front. Neurosci..

[73]  P. Bonthuis,et al.  Mouse model systems to study sex chromosome genes and behavior: Relevance to humans , 2014, Frontiers in Neuroendocrinology.

[74]  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.

[75]  A. Arnold,et al.  Sex differences in mouse cortical thickness are independent of the complement of sex chromosomes , 2003, Neuroscience.

[76]  B. McEwen,et al.  Estrogen actions in the central nervous system. , 1999, Endocrine reviews.

[77]  H. Willard,et al.  A first-generation X-inactivation profile of the human X chromosome. , 1999, Proceedings of the National Academy of Sciences of the United States of America.

[78]  John Suckling,et al.  Biological sex affects the neurobiology of autism , 2013, Brain : a journal of neurology.

[79]  G. J. de Vries,et al.  Site of origin of and sex differences in the vasopressin innervation of the mouse (Mus musculus) brain , 2013, The Journal of comparative neurology.

[80]  R. Mark Henkelman,et al.  High resolution three-dimensional brain atlas using an average magnetic resonance image of 40 adult C57Bl/6J mice , 2008, NeuroImage.

[81]  J. Nadeau,et al.  A quantitative trait locus on chromosome 6 regulates the onset of puberty in mice. , 2006, Endocrinology.

[82]  I. Huhtaniemi,et al.  Preputial separation as an external sign of pubertal development in the male rat. , 1977, Biology of reproduction.

[83]  M. Mallar Chakravarty,et al.  Mapping registration sensitivity in MR mouse brain images , 2013, NeuroImage.

[84]  Eric Vilain,et al.  The genetics of sex differences in brain and behavior , 2011, Frontiers in Neuroendocrinology.

[85]  W. C. Young,et al.  Organizing action of prenatally administered testosterone propionate on the tissues mediating mating behavior in the female guinea pig. , 1959, Endocrinology.

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

[87]  Annie E. Hill,et al.  Chromosomes 6 and 13 harbor genes that regulate pubertal timing in mouse chromosome substitution strains. , 2004, Endocrinology.

[88]  Joseph M. Andreano,et al.  Sex influences on the neurobiology of learning and memory. , 2009, Learning & memory.

[89]  E. Sober,et al.  Male Superiority in Spatial Navigation: Adaptation or Side Effect? , 2012, The Quarterly Review of Biology.

[90]  Peter J. Scambler,et al.  22q11.2 deletion syndrome. , 2015, Nature reviews. Disease primers.

[91]  T. Hämäläinen,et al.  Impaired recognition memory in male mice with a supernumerary X chromosome , 2009, Physiology & Behavior.

[92]  R. Jones Identification of a cluster of X-linked imprinted genes in mice , 2005, Nature Genetics.

[93]  A. Arnold,et al.  Conceptual frameworks and mouse models for studying sex differences in physiology and disease: Why compensation changes the game , 2014, Experimental Neurology.

[94]  T. Paus,et al.  Why do many psychiatric disorders emerge during adolescence? , 2008, Nature Reviews Neuroscience.

[95]  A. Villringer,et al.  Evidence from neuroimaging for the role of the menstrual cycle in the interplay of emotion and cognition , 2013, Front. Hum. Neurosci..

[96]  E. Rissman,et al.  Sex chromosome complement affects social interactions in mice , 2008, Hormones and Behavior.

[97]  R Mark Henkelman,et al.  MRI phenotyping of genetically altered mice. , 2011, Methods in molecular biology.

[98]  Peter Goodfellow,et al.  A gene mapping to the sex-determining region of the mouse Y chromosome is a member of a novel family of embryonically expressed genes , 1990, Nature.

[99]  Alan C. Evans,et al.  Cerebral asymmetries in 12-week-old C57Bl/6J mice measured by magnetic resonance imaging , 2010, NeuroImage.

[100]  D. Geschwind,et al.  Sex differences in autism spectrum disorders. , 2013, Current opinion in neurology.

[101]  J. Shendure,et al.  Global survey of escape from X inactivation by RNA-sequencing in mouse. , 2010, Genome research.

[102]  A. Arnold,et al.  Gonadal- and sex-chromosome-dependent sex differences in the circadian system. , 2013, Endocrinology.

[103]  Y. Ben-Shaul,et al.  Sex-specific processing of social cues in the medial amygdala , 2014, eLife.

[104]  D. Olton,et al.  Animal Behavior Processes , 2022 .

[105]  M. Tena-Sempere,et al.  Novel signals for the integration of energy balance and reproduction , 2006, Molecular and Cellular Endocrinology.

[106]  William Davies,et al.  Effects on fear reactivity in XO mice are due to haploinsufficiency of a non-PAR X gene: implications for emotional function in Turner's syndrome. , 2004, Human molecular genetics.

[107]  G. Doerner Sexual dimorphism of the brain , 1979 .

[108]  S. O’Rahilly,et al.  The GPR54 Gene as a Regulator of Puberty , 2003 .

[109]  David Haig,et al.  Sex-Specific Parent-of-Origin Allelic Expression in the Mouse Brain , 2010, Science.

[110]  Thomas E. Nichols,et al.  Thresholding of Statistical Maps in Functional Neuroimaging Using the False Discovery Rate , 2002, NeuroImage.

[111]  P N Goodfellow,et al.  SRY and sex determination in mammals. , 1993, Annual review of genetics.

[112]  H. Meziane,et al.  Impact of the apolipoprotein E polymorphism, age and sex on neurogenesis in mice: Pathophysiological relevance for Alzheimer's disease? , 2014, Brain Research.

[113]  R. Lovell-Badge,et al.  XY female mice resulting from a heritable mutation in the primary testis-determining gene, Tdy. , 1990, Development.

[114]  Robin Lovell-Badge,et al.  A Model System for Study of Sex Chromosome Effects on Sexually Dimorphic Neural and Behavioral Traits , 2002, The Journal of Neuroscience.

[115]  M. Tena-Sempere,et al.  Metabolic programming of puberty: sexually dimorphic responses to early nutritional challenges. , 2013, Endocrinology.