Abstract
The male bias in autism spectrum disorder incidence is among the most extreme of all neuropsychiatric disorders, yet the origins of the sex difference remain obscure. Developmentally males are exposed to high levels of testosterone and its byproduct, estradiol. Together these steroids modify the course of brain development by altering neurogenesis, cell death, migration, differentiation, dendritic and axonal growth, synaptogenesis and synaptic pruning, all of which can be deleteriously impacted during the course of developmental neuropsychiatric disorders. Elucidating the cellular mechanisms by which steroids modulate brain development provides valuable insights into how these processes may go awry. An emerging theme is the role of inflammatory signaling molecules and the innate immune system in directing brain masculinization, the evidence for which we review here. Likewise evidence is emerging that the neuroimmune system is over-activated in individuals with autism spectrum disorder. These combined observations lead us to propose that the natural process of brain masculinization puts males at risk by moving them closer to a vulnerability threshold that could more easily be breached by inflammation during critical periods of brain development. Two brain regions are highlighted, the preoptic area and the cerebellum. Both are developmentally regulated by the inflammatory prostaglandin, PGE2, but in very different ways. Microglia, innate immune cells of the brain, and astrocytes are also critical contributors to masculinization and illustrate the importance of non-neuronal cells to the health of the developing brain.
Keywords: masculinization, preoptic area, cerebellum, autism spectrum disorder, prostaglandins, microglia, androgens, estrogens
The profound gender bias in the frequency and presentation of autism spectrum disorder (ASD) requires our attention. Boys are diagnosed with ASD 4-5 times more frequently than girls but the origins of the male prevalence remain incompletely understood (1-7). Equally mysterious but equally compelling is the accumulating evidence that inflammation may contribute to or be a consequence of ASD (8-12). This review focuses on the convergence of the biological risk factor of being male with the environmental risk factor of inflammation and proposes that the cellular mechanisms mediating brain masculinization enhance vulnerability for ASD (Figure 1).
Figure 1. Masculinization of the brain converges with inflammation and enhances male vulnerability to ASD.
Feminization and masculinization are distinct developmental processes. In rodents normal masculinization of some brain regions involves inflammatory signaling molecules such as prostaglandins which are derived from activated innate immune cells, the microglia, as well as reactive astrocytes. Inflammation during pregnancy in humans is a putative risk factor for development of ASD, with evidence that the greater the inflammation the more severe the disorder(20). Whether in utero inflammation increases the risk for ASD disproportionately in males is unknown. Based on research in rodents and correlational evidence in humans(37) we propose that females have very low levels of inflammatory signaling in the brain (green) while the natural process of masculinization increases inflammation in males (yellow-orange) and pushes males closer to a threshold of vulnerability which can be more easily breached if inflammation occurs during a developmental sensitive period (orange-red).
Genetics of autism and sex differences in the brain
Advances in the genetics of autism highlight the impact of small de novo mutations in individual genes associated with synaptic functioning, transcriptional regulation or epigenetic modifications of the genome (13-15). Hundreds of genes have been implicated as risk factors with varying degrees of confidence (16, 17). With the exception of rare syndromic conditions there is no clear gender bias in the identified risk genes (13, 15), confirming that males are not at greater risk from a unique genetic source. Indeed, the contribution of de novo mutations to the frequency of ASD appears to be overall higher for girls than boys(13), leaving unexplained the increased vulnerability of males.
There is now sufficient understanding of the genetics of ASD to conclude there is a preponderance of genes associated with neurogenesis and synaptic activity across all forms of ASD (16, 18), which may lead to dysfunctional homeostatic feedback loops (19). Likewise, sufficient observational studies on the role of maternal inflammation in ASD allow for meta-analyses in the hopes of resolving conflicting reports and clarifying issues about timing and source of infection (20).
A parallel increase in understanding of cellular mechanisms mediating brain sexual differentiation provides a similar opportunity to propose working models and unifying hypotheses (see for review(21)). When comparing variables essential to enduring sex differences in brain and behavior with those implicated in ASD, several commonalities emerge. Many neuroanatomical sex differences are established early, beginning in utero and extending to the postnatal period. The principle driver is an increase in androgens and estrogens in the brains of developing males as a result of steroidogenesis by the fetal testis. Steroids modulate neurogenesis, synaptogenesis and cell differentiation by inducing or repressing the expression of genes associated with excitation/inhibition, management of calcium and regulators of transcription (see for review (22)), all of which are dysregulated in ASD. Moreover, the normal process of brain masculinization is mediated by cells and signaling molecules normally associated with inflammation (23), a striking overlap with an environmental risk factor for ASD.
This review will focus on two regions in which the neuroimmune system is a critical contributor to normal development, the preoptic area (POA) and the cerebellum. These two regions differ in that the POA is highly sexually dimorphic whereas the cerebellum generally is not. They also differ in that the cerebellum is strongly implicated in ASD whereas the POA is not, but we contend this is a function of not being properly considered and we here make that case.
Unraveling the mystery of higher ASD rates in boys compared to girls
There are two sides to the coin of higher rates of ASD in boys. One is the possibility that males carry inherent risk factors that make them more vulnerable to genetic mutation or environmental insult. The other is that girls are inherently protected from the same. Studies that explore a biological origin of the sex difference in ASD emphasize circulating gonadal steroid levels in utero (6, 24, 25) or cumulative genetic risk factors that have differential penetrance in boys versus girls (1, 5). The Extreme Male Brain theory postulates many autistic traits are maleness pushed to the point of dysfunction, i.e. excessive systematizing, low empathy, poor bonding and lack of social skills (26). If true, measures of the normal male brain should be exaggerated in an autistic brain or animal model thereof. Voxel-based brain morphometry using MRI does not support this view but does suggest a move towards the masculine phenotype in girls with ASD (27). In contrast, several studies support the contention that females carry a higher load of genetic mutation before succumbing to ASD, suggesting they are protected (1, 2, 5, 13, 28). A third and currently untested possibility is that females are actually more sensitive to genetic anomalies impacting brain development and disproportionately die in utero.
The multifactorial nature of the gender bias in ASD led to a conceptual four-level framework proposed by Lai and colleagues (29) and summarized as; 1) how is ASD defined and diagnosed as a function of gender?, 2) what is similar and what is different in boys and girls with ASD?, 3) how does sex/gender contribute to liability for ASD? and 4) what aspects of normal development in boys and girls goes awry in ASD? The last two questions are amenable to experimental approaches using animal models. Determining how sex contributes to liability for ASD can be achieved by looking for sex differences in the impact of deletions or mutations of ASD risk genes as has been done in many mouse (30) and limited rat models (31, 32). For instance, Nrxn1 is a strong candidate ASD risk gene. There are social impairments in the homozygous Nrxn1 KO mouse (33) and a male-specific effect on novelty (34). Preliminary analyses of Nrxn1 KO rats finds hyperactivity and cognitive impairments, some of which are specific to males (32). But there are relatively few other examples of an ASD candidate risk gene explored in the context of sex differences. Identifying essential regulators of normal development for potential sex differences is another approach. For example, loss of the gene for cell death regulator caspase-3 results in devastating impairments in social behavior in male, but not female mice, a circumstance reminiscent of ASD (35). Lastly, the gender bias can be indirectly addressed by treating animals with exogenous substances that are suspected or have been proposed as risk factors for ASD, such as inflammatory agents, neurotoxins, endocrine disrupters, etc., and determining if males and females differ in sensitivity. While animal studies cannot identify risk factors for ASD, they can highlight sources of potential biological variability in humans. That ingestion of heavy metals severely impairs social behavior in male prairie voles, but has no effect on females, is one such example(36).
Understanding the male bias in ASD frequency requires understanding brain masculinization
Determining what aspects of normal development goes awry in ASD requires an in depth understanding of the processes of masculinization and feminization of the brain. Werling and colleagues codified this in the form of two non-exclusive hypotheses: 1) ASD risk genes are expressed differently in males and females, versus 2) ASD risk genes interact with pathways that regulate normal male development (37). They landed solidly on the side of the second hypotheses after comparing gene expression in post-mortem cortex and finding that gene sets naturally higher in males compared to females were also elevated in males with ASD compared to controls, based on previously published studies (38, 39). By examining expression profiles in very young males they also determined this same gene set was masculinized early in development following the prenatal surge in testosterone. While very intriguing, until a dataset of sufficient numbers of males and females with and without ASD is compared, no explicit statements about sex-dependent changes in gene expression associated with ASD can be made. Nonetheless, the genes identified in the Werling study were largely involved in astrocyte and microglia activation, an observation consistent with our discovery of inflammatory mediators as fundamental regulators of male brain development. In vivo imaging of adults with ASD reveals excessive microglial activation in multiple brain regions (40), and transcriptomic analyses finds dysregulation in neuroimmune gene sets from autistic individuals (39). Thus converging evidence from both clinical and preclinical studies point to the neuroimmune system as critical to normal male brain development and risk of ASD.
The preoptic area (POA) is sexually dimorphic and impacts multiple behaviors with relevance to ASD
The POA is a ventral region rostral to the optic chiasm, hence its name, and is notable for the presence of multiple and robust neuroanatomical sex differences. The embryonic origins are at the border of the di- and telencephalon and distinct patterns of gene expression separate it from the closely associated hypothalamus (41). The first sex differences reported in the mammalian brain were in the POA and ranged from subtle differences in dendritic organization (42) to a large difference in the size of a particular subnucleus, hence named the sexually dimorphic nucleus of the POA (SDN-POA), which is 3-5 times larger in males (43). Converging evidence from studies of the analogous nucleus in humans and homosexual rams suggests a role in partner preference (44). But perhaps the most important contribution of the SDN to our understanding of brain masculinization is the establishment of the first mechanistic principle by which male and female brains come to differ: differential cell death. Early in the sensitive period the number of neurons in the SDN is the same in males and females but cells rapidly die off during the first week of life in females due to a lack of the trophic action of gonadal steroids which are found at high levels in males at this time (45). This same principle, with variations on the theme, is also the basis for sex differences in the size of at least two other hypothalamic nuclei, the anteroperiventricular nucleus (AVPV) and the bed nucleus of the stria terminalis (BNST), contributing to differential compositions of cell types within the nuclei and the sizes of projections between key components of neural circuits regulating complex behaviors (46). There is also a significantly higher density of dendritic spine synapses on male POA neurons compared to females (47). The increase in synapses in males is established during the critical period and endures across the life-span (48). Parallel changes in the morphology of astrocytes (49) and microglia (50) highlight the importance of cell-to-cell communication and the essential role of the neuroimmune system.
The POA is central to motivated behaviors, including male sexual behavior and parental behaviors. Lesions of the POA eliminate all sexual drive in males, while stimulating it has the opposite effect (51). Likewise, females show no nurturing behavior towards their offspring following POA lesions (52). Little or no interest in social interactions is a core symptom of ASD but the potential involvement of the POA has not been considered. Lack of motivation due to insufficient reward in response to social interactions is speculated as an underlying source of the social deficits symptomatic of ASD. The neuropeptide oxytocin is a key component of the social reward circuit (53) and perturbations in the oxytocin system have been implicated both as a source of ASD (54) and a potential therapeutic (55). Oxytocin neurons reside within the POA and this neuropeptide is central to maternal care (56), mother/infant bonding (57), social bonding (58) and most recently consoling and empathy behavior (59). For these reasons oxytocin and its cognate receptor have long been of interest as both a source of and cure for the core social deficits characteristic of ASD, but clinical success remains elusive (60). Sleep regulatory neurons reside in the POA (61), as do the fever producing cells which respond to inflammatory signals (62). Sleep disorders are a prominent feature of ASD (63) and for reasons that remain mysterious, in a small study some children with ASD showed marked behavioral improvement during fever (64).
The BNST is physically and functionally aligned with the POA and together they form a key node in neural circuits regulating social, affiliative and fear behaviors. In the rodent the BNST is also sexually dimorphic in both cell number and the size of afferent connections to other regions (46), as well as activation threshold to socially salient stimuli such olfaction and novelty (65) The BNST regulates innate fear responses and social play (66). Both the POA and the BNST have distinct reciprocal connections with the amygdala (67).
The organization of the human POA is functionally and neurochemically analogous to the rat (68). Connectivity of the human BNST has only recently been explored but the same strong connections with the amygdala and accumbens are present and complemented by two novel connections to the temporal pole and paracingulate gyrus (69, 70). Thus dysregulation of the developing POA and closely associated BNST can have enduring impacts on cognitive brain regions by altering cortical, hippocampal and amygdala development as well as directly impacting numerous social, affiliative and fear responses (Figure 2).
Figure 2. The preoptic area is sexually dimorphic and impacts multiple behaviors with relevance to ASD.
The POA (red box) is a small but complex brain region that contains the medial preoptic nucleus (MPN) and hosts multiple neuroanatomical sex differences and is central to the control of motivated, affiliative and nurturing behaviors as well as sleep and fever generation, all of which are central to the phenotype of ASD. The POA is also the embryonic source of GABA neurons to the amygdala, hippocampus and prefrontal cortex and shares reciprocal connections with components of the reward pathway and those areas regulating fear and social behaviors.
Prostaglandins induce masculinization of the POA
Prostaglandins are membrane-derived fast-acting signaling molecules generated by the cyclization of arachidonic acid by the cyclooxygenase enzymes, COX-1 and COX-2. Both enzymes are ubiquitously expressed throughout the body and brain, with COX-1 generally constitutively active while COX-2 is induced in response to inflammation or injury (71). PGE2 is considered the most proinflammatory of the prostanoids. Receptors for PGE2 are the G-protein coupled EP1-4, with EP2, 3 & 4 being linked to cAMP production in various fashions. The EP4 receptor is heavily expressed by microglia and is a pivot point in a positive feedback loop such that it can be neuroprotective (72) or neurodamaging (73).
A prostaglandin seems an unlikely candidate for mediating a process as fundamental to species propagation as brain masculinization. Nonetheless, males have more endogenous PGE2 as a result of increased COX-1 and COX-2 induced by the elevated steroids of the male brain. Treatment of newborn males with COX inhibitors, including NSAIDs such as aspirin and indomethacin, blocks the naturally occurring process of brain masculinization and prevents the expression of male sexual behavior in adulthood. Conversely, PGE2 administered directly into the POA of newborn female rat pups fully masculinizes both the synaptic profile and adult sexual behavior (47, 48, 74).
Localizing the cellular source of prostaglandins is challenged by both the broad distribution of the enzymes and the potential for feed forward positive regulation of PGE2 production. Thus a low level of PGE2 production in one cell type is capable of stimulating new or increased production in another cell type (50, 72). We found that a single injection of PGE2 directly into the brains of newborn females was as effective at inducing neural and behavioral masculinization as treatment with steroids to mimic the hormonal milieu of males. The discovery that gonadal steroids up regulate COX-1 and COX-2 and that the masculinizing effects of estrogens was blocked by COX inhibitors, confirmed that PGE2 is the downstream mediator of steroid-induced masculinization (75). But it was the effectiveness of a single brief exposure to PGE2 that we found both shocking and puzzling. How could such an ephemeral signaling molecule as PGE2 have such a profound and enduring effect? By initiating a positive feedback response, we reasoned, and additional evidence suggests a role for microglia in this process.
Microglia and astrocytes are essential cellular partners in POA masculinization
Microglia are the brain’s resident immune cells. Derived from macrophages in the yolk sac, they migrate into the nervous system early in development (embryonic day 9-10), proliferate, distribute widely and take up permanent residence (76, 77). Until recently microglia were considered almost exclusively in the context of injury since one of their primary functions is to migrate to sites of inflammation and engulf debris from dead or dying cells (78). This narrow view has expanded dramatically with an emerging role as critical partners in healthy neural development (77). Microglia regulate synapse formation (50) and elimination (79), neurogenesis (80, 81) and neuronal survival, (82) but also actively kill select cell types (83). We determined microglia are a source of positive feedback production of PGE2 in the developing POA and that this plays a critical role in establishing the sex-specific synaptic patterning (50). There are overall more microglia and they are in a more activated state in the male POA, thereby producing more PGE2 than in females. If a female is treated with PGE2 the microglia convert to an activated state and produce still further prostaglandin, leading to masculinization. The process involves activation of PKA following binding to the EP2 and EP4 receptors on neurons. These receptors are adenylate cyclase linked and PKA-mediated phosphorylation of the Glur2 subunit of the AMPA receptor induces trafficking to the membrane and clustering at the site of the nascent synapse (84). Activation of the membrane-clustered AMPA receptors is speculated to occur via PGE2-induced release of glutamate from the neighboring astrocytes (85). In males the astrocytes of the POA are far more complex than in females, with longer and more frequently bifurcated processes (49) that can provide highly localized glutamate release and other forms of synaptic support. Thus this multi-dimensional hormonally-mediated synaptogenesis requires cell-to-cell communication involving neurons, astrocytes, microglia and prostaglandin-induced release of glutamate.
The cerebellum and sex differences in ASD
The cerebellum was named “little brain” in Latin based on its appearance but the name proved prescient as we have come to appreciate its wide-ranging importance (86, 87). A primary fissure separates the anterior and posterior lobes which are further divided into the vermis and lateral hemispheres. The vermis and hemispheres are further subdivided into lobules numbered I through X. Different lobules have distinct functions. Lobules IV and V, for example, are most active during working memory tasks (88), whereas stimulation to lobules VI and VII produces the strongest modulation of both sensation (89) and emotion (90). The posterior vermis has been referred to as the limbic cerebellum due to its role in affect and cognition (91). There are multiple closed loop circuits between the cerebellum and the cerebral cortex, allowing for efficient control of action, error correction and motor learning. (92). An emerging view is that these loops integrate emotional and cognitive responses originating in cortical regions that are then modified by the cerebellum as a “general purpose co-processor” (93).
Developmentally the cerebellum is notable for its early emergence but late maturation, in particular that of the principle cells, the Purkinje neurons (94), making it particularly vulnerable to perturbations of both intrinsic and extrinsic origin. The existence of closed loops between the cerebellum and cerebral cortex yokes the development of each region to the other and widens the impact of pathology in either.
Evidence from post-mortem histology, genetics, animal models, imaging and clinical studies of ASD implicate the cerebellum in both the etiology and manifestation of the behavioral phenotype (95). The severity of pathologies are correlated with ASD severity in monozygotic twins (96), and fMRI reveals profound activational deficits during spatial attention tasks in subjects on the autism spectrum (97). Other noted pathologies include hypertrophy, disordered circuitry (98) and neuroinflammation (99). Damage to the cerebellum in infancy is among the highest risk factors for developing ASD (estimated 40 fold increase(100)), second only to having an identical twin with autism, with some arguing damage to the cerebellum can lead directly to a diagnosis of ASD (95). But the damage must occur early, suggesting there is a sensitive period during which the cerebellum is developing critical capacities that if disrupted will have a life long impact. The two most prominent neuropsychiatric disorders associated with cerebellar pathology, ASD and schizophrenia, exhibit a male bias in prevalence and/or symptomology(101, 102).
Prostaglandins regulate cerebellar development
Given the strong inference of a critical role for the cerebellum in ASD we reasoned that developmental steroids might also stimulate prostaglandin synthesis there as in the POA. To our surprise we discovered exactly the opposite, that prostaglandins in the cerebellum stimulate the aromatase enzyme and local estradiol production (103). As part of a naturally occurring developmental progression, cerebellar PGE2 synthesis rises during the second postnatal week in the rodent and drives a parallel increase in local estradiol production. Deviation in either direction of the levels of PGE2 or estradiol has deleterious consequences for the developing Purkinje neurons (Figure 3). Too much PGE2 stunts the growth of the dendritic tree, resulting in an overall reduction in excitatory synapses. Inhibition of PGE2 production by COX inhibitors has the opposite effect, an overall sprouting of the dendritic tree and increase in excitatory synapses(104).
Figure 3. Purkinje neuron development is regulated by PGE2 during a sensitive window.
The principle neurons of the cerebellum show dramatic growth and differentiation during the first 3 postnatal weeks of life in the laboratory rat. Endogenous PGE2 is elevated during the 2nd postnatal week and is a critical regulator of normal Purkinje neuron growth. If PGE2 production is increased by inflammation during that week, the Purkinje neuron growth is stunted. If PGE2 production is decreased by treatment with NSAID inhibitors of cyclooxygenase, the Purkinje neurons show excessive growth of the dendritic tree. Changes in PGE2 levels in either the 1st or 3rd postnatal week has no impact on Purkinje neuron growth and this appears to be due to an intrinsic gene expression program in which the transducers of the PGE2 signal are up regulated during the 2nd week but expressed only at low levels during the 1st and 3rd weeks. Thus there is a narrowly defined sensitive window during which inflammation or treatment with NSAIDs dysregulates cerebellar development.
Inflammation in the cerebellum during a sensitive window impairs later social behavior only in males
Once PGE2 was identified as an important component of cerebellar development the next step was to determine the impact of inflammation and associated increases in prostaglandins. By administering the inflammatory agent LPS peripherally and COX inhibitors or PGE2 directly into the cerebellum of rat pups, the contribution of inflammation in this region to later behavioral changes was determined. Remarkably, either LPS or intra-cerebellar PGE2 had deleterious effects only during the second week of life and not the first or the third (Hoffman et al., in press). The boundaries of this sensitive window are set by an intrinsic gene expression profile in which the enzymes for both arachadonic acid and estradiol production peak during the second week and then plummet during the third. As a result, neither PGE2 nor estradiol increase in response to an inflammatory insult during the third week. This remarkably scripted pattern of gene expression presumably subserves the unique developmental demands of the cerebellum. In particular there must be events during the second postnatal week, such as pruning of climbing fiber input to the Purkinje neurons or growth of the Purkinje dendritic tree, that requires estrogen action but precisely what that process is remains unknown. Nevertheless, a consequence of this narrowly constrained critical period is an equally constrained sensitive period, highlighting the importance of timing on the impact of developmental insults.
NSAIDs target the cyclooxygenases COX-1 and COX-2 to block prostaglandin production and reduce inflammation and the associated fever and pain. An unintended consequence of NSAID therapy could be over-suppression of an important development signal, as in the case of PGE2. Thus in classic goldilocks fashion, PGE levels during the second postnatal week need to be neither too high nor too low but instead just right.
Reciprocal social behavior varies along a continuum of which children with ASD are at an extreme end (105, 106). One form of reciprocal social behavior that can be modeled in rats is rough-and-tumble play which involves chasing, pinning and boxing between same aged cage- or litter-mates. The frequency of play is highly stable across days, but can be modulated by early life experiences such as stress, isolation or rearing environment. Social behavior in children with ASD can also be modulated by training, but there have been calls for more controlled trials and establishment of consistent parameters in order to assess how successful such interventions are (107). Across all species that exhibit rough-and-tumble play, including humans, males engage in more frequent and more intense physical contact (108). We found that dysregulation of cerebellar PGE2 production during the second postnatal week by either inflammation or NSAID administration impairs later play behavior but only in males (104). Females naturally play less but their level of play activity can still be reduced (109), indicating the sex difference is not a floor effect. Determining why only males are negatively impacted by this modest insult to the developing cerebellum is an important future goal.
Conclusions
Gender differences in diagnosis of disease can occur for a multitude of reasons that include sex differences in presentation or implicit bias by the physician that a condition is more likely in one sex versus the other. Determining a biological basis for the male preponderance of ASD diagnosis will provide new avenues for therapeutic intervention and prevention, whereas identifying a cultural basis may require a change in diagnostic criteria (4). Teasing apart the impact of biological variables from social and cultural influences requires animal models in which the latter influences are negligible. However, sensitive periods for modulation by endogenous and exogenous variables vary in important ways in rodents versus humans (Figure 4). Identifying the natural processes by which sex differences are established provides a backdrop against which dysregulated processes can be fully understood. The value of this approach is evident in the conversion of findings that implicate inflammatory signaling molecules and immune cells as critical contributors to male brain development and the role of inflammation in either the etiology or manifestation of ASD symptoms. The next step is to determine why the genes regulating normal development in males become dysregulated and identifying therapeutic approaches for reversing the deleterious effects.
Figure 4. Different sensitive periods at different life stages of rats and humans.
The developmental profile of the rat is shifted from humans in that a newborn pup is roughly equivalent to a mid- to late-gestation human fetus. The sensitive period for sexual differentiation of the preoptic area in the rat is operationally defined by the onset of testicular androgen production in male fetuses on embryonic day 18 and the loss of sensitivity of females to exogenous hormone treatment by the end of the first postnatal week. In humans the sensitive period for the preoptic area begins during the 2nd trimester with fetal androgen production and probably ends prior to birth although this conclusion is constrained by a lack of experimental data. The sensitive period we have identified in cerebellar development is during the second postnatal week in the rat which corresponds to the peripartum period in the human. The factors constraining the sensitive period in the rat are the onset and offset of gene expression profiles. Whether a similar profile exists in humans is currently unknown.
Acknowledgments
This work was supported by RO1 MH52716 and R01 MH091424 to MMM.
Footnotes
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Financial Disclosure
Drs. McCarthy and Wright have no biomedical financial interests or potential conflicts of interest
References
- 1.Jacquemont S, Coe BP, Hersch M, Duyzend MH, Krumm N, Bergmann S, et al. A higher mutational burden in females supports a “female protective model” in neurodevelopmental disorders. American journal of human genetics. 2014;94:425. doi: 10.1016/j.ajhg.2014.02.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Robinson EB, Lichtenstein P, Anckarsater H, Happe F, Ronald A. Examining and interpreting the female protective effect against autistic behavior. Proceedings of the National Academy of Sciences of the United States of America. 2013;110:5258–5262. doi: 10.1073/pnas.1211070110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Lai MC, Lombardo MV, Auyeung B, Chakrabarti B, Baron-Cohen S. Sex/gender differences and autism: setting the scene for future research. Journal of the American Academy of Child and Adolescent Psychiatry. 2015;54:11–24. doi: 10.1016/j.jaac.2014.10.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Halladay AK, Bishop S, Constantino JN, Daniels AM, Koenig K, Palmer K, et al. Sex and gender differences in autism spectrum disorder: summarizing evidence gaps and identifying emerging areas of priority. Molecular autism. 2015;6:36. doi: 10.1186/s13229-015-0019-y. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Gockley J, Willsey AJ, Dong S, Dougherty JD, Constantino JN, Sanders SJ. The female protective effect in autism spectrum disorder is not mediated by a single genetic locus. Molecular autism. 2015;6:25. doi: 10.1186/s13229-015-0014-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Auyeung B, Baron-Cohen S, Ashwin E, Knickmeyer R, Taylor K, Hackett G. Fetal testosterone and autistic traits. Br J Psychol. 2009;100:1–22. doi: 10.1348/000712608X311731. [DOI] [PubMed] [Google Scholar]
- 7.Rynkiewicz A, Schuller B, Marchi E, Piana S, Camurri A, Lassalle A, et al. An investigation of the ‘female camouflage effect’ in autism using a computerized ADOS-2 and a test of sex/gender differences. Molecular autism. 2016;7:10. doi: 10.1186/s13229-016-0073-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Cohly HH, Panja A. Immunological findings in autism. Int Rev Neurobiol. 2005;71:317–341. doi: 10.1016/s0074-7742(05)71013-8. [DOI] [PubMed] [Google Scholar]
- 9.Masi A, Quintana DS, Glozier N, Lloyd AR, Hickie IB, Guastella AJ. Cytokine aberrations in autism spectrum disorder: a systematic review and meta-analysis. Molecular psychiatry. 2015;20:440–446. doi: 10.1038/mp.2014.59. [DOI] [PubMed] [Google Scholar]
- 10.Patterson PH. Maternal infection and immune involvement in autism. Trends in molecular medicine. 2011;17:389–394. doi: 10.1016/j.molmed.2011.03.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Vargas DL, Nascimbene C, Krishnan C, Zimmerman AW, Pardo CA. Neuroglial activation and neuroinflammation in the brain of patients with autism. Annals of neurology. 2005;57:67–81. doi: 10.1002/ana.20315. [DOI] [PubMed] [Google Scholar]
- 12.Zimmerman AW, Jyonouchi H, Comi AM, Connors SL, Milstien S, Varsou A, et al. Cerebrospinal fluid and serum markers of inflammation in autism. Pediatr Neurol. 2005;33:195–201. doi: 10.1016/j.pediatrneurol.2005.03.014. [DOI] [PubMed] [Google Scholar]
- 13.Sanders SJ, He X, Willsey AJ, Ercan-Sencicek AG, Samocha KE, Cicek AE, et al. Insights into Autism Spectrum Disorder Genomic Architecture and Biology from 71 Risk Loci. Neuron. 2015;87:1215–1233. doi: 10.1016/j.neuron.2015.09.016. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.De Rubeis S, He X, Goldberg AP, Poultney CS, Samocha K, Cicek AE, et al. Synaptic, transcriptional and chromatin genes disrupted in autism. Nature. 2014;515:209–215. doi: 10.1038/nature13772. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Iossifov I, O’Roak BJ, Sanders SJ, Ronemus M, Krumm N, Levy D, et al. The contribution of de novo coding mutations to autism spectrum disorder. Nature. 2014;515:216–221. doi: 10.1038/nature13908. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Chaste P, Klei L, Sanders SJ, Hus V, Murtha MT, Lowe JK, et al. A Genome-wide Association Study of Autism Using the Simons Simplex Collection: Does Reducing Phenotypic Heterogeneity in Autism Increase Genetic Homogeneity? Biological psychiatry. 2014 doi: 10.1016/j.biopsych.2014.09.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Taniai H, Nishiyama T, Miyachi T, Imaeda M, Sumi S. Genetic influences on the broad spectrum of autism: Study of proband-ascertained twins. American journal of medical genetics Part B, Neuropsychiatric genetics: the official publication of the International Society of Psychiatric Genetics. 2008 doi: 10.1002/ajmg.b.30740. [DOI] [PubMed] [Google Scholar]
- 18.Lanz TA, Guilmette E, Gosink MM, Fischer JE, Fitzgerald LW, Stephenson DT, et al. Transcriptomic analysis of genetically defined autism candidate genes reveals common mechanisms of action. Molecular autism. 2013;4:45. doi: 10.1186/2040-2392-4-45. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Mullins C, Fishell G, Tsien RW. Unifying Views of Autism Spectrum Disorders: A Consideration of Autoregulatory Feedback Loops. Neuron. 2016;89:1131–1156. doi: 10.1016/j.neuron.2016.02.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Jiang HY, Xu LL, Shao L, Xia RM, Yu ZH, Ling ZX, et al. Maternal infection during pregnancy and risk of autism spectrum disorders: A systematic review and meta-analysis. Brain, behavior, and immunity. 2016 doi: 10.1016/j.bbi.2016.06.005. [DOI] [PubMed] [Google Scholar]
- 21.McCarthy MM. Estradiol and the developing brain. Physiological reviews. 2008;88:91–124. doi: 10.1152/physrev.00010.2007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.McCarthy M, De Vries G, Forger N. Sexual differentiation of the brain: Mode, mechanisms and meaning. In: Pfaff D, Arnold AP, Etgen AM, Fahrbach SE, Rubin RT, editors. Hormones, Brain and Behavior. Academic Press; San Diego: 2009. pp. 1707–1744. [Google Scholar]
- 23.McCarthy MM, Pickett LA, VanRyzin JW, Kight KE. Surprising Origins of Sex Differences in the Brain. Hormones and behavior. 2015 doi: 10.1016/j.yhbeh.2015.04.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Baron-Cohen S. Empathizing, systemizing, and the extreme male brain theory of autism. Progress in brain research. 2010;186:167–175. doi: 10.1016/B978-0-444-53630-3.00011-7. [DOI] [PubMed] [Google Scholar]
- 25.Ingudomnukul E, Baron-Cohen S, Wheelwright S, Knickmeyer R. Elevated rates of testosterone-related disorders in women with autism spectrum conditions. Hormones and behavior. 2007;51:597–604. doi: 10.1016/j.yhbeh.2007.02.001. [DOI] [PubMed] [Google Scholar]
- 26.Baron-Cohen S. The extreme male brain theory of autism. Trends Cogn Sci. 2002;6:248–254. doi: 10.1016/s1364-6613(02)01904-6. [DOI] [PubMed] [Google Scholar]
- 27.Lai MC, Lombardo MV, Suckling J, Ruigrok AN, Chakrabarti B, Ecker C, et al. Biological sex affects the neurobiology of autism. Brain: a journal of neurology. 2013;136:2799–2815. doi: 10.1093/brain/awt216. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Turner TN, Sharma K, Oh EC, Liu YP, Collins RL, Sosa MX, et al. Loss of delta-catenin function in severe autism. Nature. 2015;520:51–56. doi: 10.1038/nature14186. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Lai MC, Baron-Cohen S, Buxbaum JD. Understanding autism in the light of sex/gender. Molecular autism. 2015;6:24. doi: 10.1186/s13229-015-0021-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Silverman JL, Yang M, Lord C, Crawley JN. Behavioural phenotyping assays for mouse models of autism. Nature reviews Neuroscience. 2010;11:490–502. doi: 10.1038/nrn2851. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Hamilton SM, Green JR, Veeraragavan S, Yuva L, McCoy A, Wu Y, et al. Fmr1 and Nlgn3 knockout rats: novel tools for investigating autism spectrum disorders. Behavioral neuroscience. 2014;128:103–109. doi: 10.1037/a0035988. [DOI] [PubMed] [Google Scholar]
- 32.Esclassan F, Francois J, Phillips KG, Loomis S, Gilmour G. Phenotypic characterization of nonsocial behavioral impairment in neurexin 1alpha knockout rats. Behavioral neuroscience. 2015;129:74–85. doi: 10.1037/bne0000024. [DOI] [PubMed] [Google Scholar]
- 33.Grayton HM, Missler M, Collier DA, Fernandes C. Altered social behaviours in neurexin 1alpha knockout mice resemble core symptoms in neurodevelopmental disorders. PloS one. 2013;8:e67114. doi: 10.1371/journal.pone.0067114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Laarakker MC, Reinders NR, Bruining H, Ophoff RA, Kas MJ. Sex-dependent novelty response in neurexin-1alpha mutant mice. PloS one. 2012;7:e31503. doi: 10.1371/journal.pone.0031503. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Lo SC, Scearce-Levie K, Sheng M. Characterization of Social Behaviors in caspase-3 deficient mice. Scientific reports. 2016;6:18335. doi: 10.1038/srep18335. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Curtis JT, Hood AN, Chen Y, Cobb GP, Wallace DR. Chronic metals ingestion by prairie voles produces sex-specific deficits in social behavior: an animal model of autism. Behavioural brain research. 2010;213:42–49. doi: 10.1016/j.bbr.2010.04.028. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Werling DM, Parikshak NN, Geschwind DH. Gene expression in human brain implicates sexually dimorphic pathways in autism spectrum disorders. Nature communications. 2016;7:10717. doi: 10.1038/ncomms10717. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Voineagu I, Wang X, Johnston P, Lowe JK, Tian Y, Horvath S, et al. Transcriptomic analysis of autistic brain reveals convergent molecular pathology. Nature. 2011;474:380–384. doi: 10.1038/nature10110. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Gupta S, Ellis SE, Ashar FN, Moes A, Bader JS, Zhan J, et al. Transcriptome analysis reveals dysregulation of innate immune response genes and neuronal activity-dependent genes in autism. Nature communications. 2014;5:5748. doi: 10.1038/ncomms6748. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Suzuki K, Sugihara G, Ouchi Y, Nakamura K, Futatsubashi M, Takebayashi K, et al. Microglial activation in young adults with autism spectrum disorder. JAMA psychiatry. 2013;70:49–58. doi: 10.1001/jamapsychiatry.2013.272. [DOI] [PubMed] [Google Scholar]
- 41.Puelles L, Harrison M, Paxinos G, Watson C. A developmental ontology for the mammalian brain based on the prosomeric model. Trends in neurosciences. 2013;36:570–578. doi: 10.1016/j.tins.2013.06.004. [DOI] [PubMed] [Google Scholar]
- 42.Raisman G, Field PM. Sexual dimorphism in the preoptic area of the rat. Science. 1971;173:731–733. doi: 10.1126/science.173.3998.731. [DOI] [PubMed] [Google Scholar]
- 43.Gorski RA, Harlan RE, Jacobson CD, Shryne JE, Southam AM. Evidence for the existence of a sexually dimorphic nucleus in the preoptic area of the rat. J Comp Neurol. 1980;193:529–539. doi: 10.1002/cne.901930214. [DOI] [PubMed] [Google Scholar]
- 44.Roselli CE, Larkin K, Resko JA, Stellflug JN, Stormshak F. The volume of a sexually dimorphic nucleus in the ovine medial preoptic area/anterior hypothalamus varies with sexual partner preference. Endocrinology. 2004;145:478–483. doi: 10.1210/en.2003-1098. [DOI] [PubMed] [Google Scholar]
- 45.Davis EC, Popper P, Gorski RA. The role of apoptosis in sexual differentiation of the rat sexually dimorphic nucleus of the preoptic area. Brain Res. 1996;734:10–18. [PubMed] [Google Scholar]
- 46.Simerly RB. Wired for reproduction: Organization and development of sexually dimorphic circuits in the mammalian forebrain. Annu Rev Neurosci. 2002;25:507–536. doi: 10.1146/annurev.neuro.25.112701.142745. [DOI] [PubMed] [Google Scholar]
- 47.Amateau SK, McCarthy MM. A novel mechanism of dendritic spine plasticity involving estradiol induction of prostglandin-E2. J Neurosci. 2002;22:8586–8596. doi: 10.1523/JNEUROSCI.22-19-08586.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Wright CL, Burks SR, McCarthy MM. Identification of prostaglandin E2 receptors mediating perinatal masculinization of adult sex behavior and neuroanatomical correlates. Dev Neurobiol. 2008;68 doi: 10.1002/dneu.20665. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Amateau SK, McCarthy MM. Sexual differentiation of astrocyte morphology in the developing rat preoptic area. J Neuroendo. 2002;14:904–910. doi: 10.1046/j.1365-2826.2002.00858.x. [DOI] [PubMed] [Google Scholar]
- 50.Lenz KM, Nugent BM, Haliyur R, McCarthy MM. Microglia are essential to masculinization of brain and behavior. The Journal of neuroscience: the official journal of the Society for Neuroscience. 2013;33:2761–2772. doi: 10.1523/JNEUROSCI.1268-12.2013. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Hull EM, Dominguez JM. Sexual behavior in male rodents. Hormones and behavior. 2007;52:45–55. doi: 10.1016/j.yhbeh.2007.03.030. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Numan M. Maternal Behavior. In: Knobil E, Neill JD, editors. Physiology of Reproduction. Raven Press; New York: 1994. pp. 108–302. [Google Scholar]
- 53.Dolen G. Autism: Oxytocin, serotonin, and social reward. Social neuroscience. 2015;10:450–465. doi: 10.1080/17470919.2015.1087875. [DOI] [PubMed] [Google Scholar]
- 54.Shamay-Tsoory S, Young LJ. Understanding the Oxytocin System and Its Relevance to Psychiatry. Biological psychiatry. 2016;79:150–152. doi: 10.1016/j.biopsych.2015.10.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Hollander E, Novotny S, Hanratty M, Yaffe R, DeCaria CM, Aronowitz BR, et al. Oxytocin infusion reduces repetitive behaviors in adults with autistic and Asperger’s disorders. Neuropsychopharmacology: official publication of the American College of Neuropsychopharmacology. 2003;28:193–198. doi: 10.1038/sj.npp.1300021. [DOI] [PubMed] [Google Scholar]
- 56.Champagne F, Diorio J, Sharma S, Meaney MJ. Naturally occurring variations in maternal behavior in the rat are associated with differences in estrogen-inducible central oxytocin receptors. Proc Natl Acad Sci U S A. 2001;98:12736–12741. doi: 10.1073/pnas.221224598. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Insel TR, Shapiro LE. Oxytocin receptors and maternal behavior. Annals of the New York Academy of Sciences. 1992;652:122–141. doi: 10.1111/j.1749-6632.1992.tb34350.x. [DOI] [PubMed] [Google Scholar]
- 58.de Vries GJ. Sex differences in vasopressin and oxytocin innervation of the brain. Progress in brain research. 2008;170:17–27. doi: 10.1016/S0079-6123(08)00402-0. [DOI] [PubMed] [Google Scholar]
- 59.Burkett JP, Andari E, Johnson ZV, Curry DC, de Waal FB, Young LJ. Oxytocin-dependent consolation behavior in rodents. Science. 2016;351:375–378. doi: 10.1126/science.aac4785. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Guastella AJ, Hickie IB. Oxytocin Treatment, Circuitry, and Autism: A Critical Review of the Literature Placing Oxytocin Into the Autism Context. Biological psychiatry. 2016;79:234–242. doi: 10.1016/j.biopsych.2015.06.028. [DOI] [PubMed] [Google Scholar]
- 61.Saper CB, Scammell TE, Lu J. Hypothalamic regulation of sleep and circadian rhythms. Nature. 2005;437:1257–1263. doi: 10.1038/nature04284. [DOI] [PubMed] [Google Scholar]
- 62.Romanovsky A, Almeida M, Aronoff D, Ivanov A, Konsman J, Steiner A, et al. Fever and hypothermia in systemic inflammation: recent discoveries and revisions. Front Biosci. 2005;10:2193–2216. doi: 10.2741/1690. [DOI] [PubMed] [Google Scholar]
- 63.Devnani PA, Hegde AU. Autism and sleep disorders. Journal of pediatric neurosciences. 2015;10:304–307. doi: 10.4103/1817-1745.174438. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Curran LK, Newschaffer CJ, Lee LC, Crawford SO, Johnston MV, Zimmerman AW. Behaviors associated with fever in children with autism spectrum disorders. Pediatrics. 2007;120:e1386–1392. doi: 10.1542/peds.2007-0360. [DOI] [PubMed] [Google Scholar]
- 65.Toufexis D. Region- and sex-specific modulation of anxiety behaviours in the rat. Journal of neuroendocrinology. 2007;19:461–473. doi: 10.1111/j.1365-2826.2007.01552.x. [DOI] [PubMed] [Google Scholar]
- 66.Auger AP, Olesen KM. Brain sex differences and the organisation of juvenile social play behaviour. Journal of neuroendocrinology. 2009;21:519–525. doi: 10.1111/j.1365-2826.2009.01871.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Gungor NZ, Yamamoto R, Pare D. Optogenetic Study of the Projections from the Bed Nucleus of the Stria Terminalis to the Central Amygdala. Journal of neurophysiology. 2015 doi: 10.1152/jn.00677.2015. jn 00677 02015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Koutcherov Y, Paxinos G, Mai JK. Organization of the human medial preoptic nucleus. The Journal of comparative neurology. 2007;503:392–406. doi: 10.1002/cne.21355. [DOI] [PubMed] [Google Scholar]
- 69.Avery SN, Clauss JA, Winder DG, Woodward N, Heckers S, Blackford JU. BNST neurocircuitry in humans. NeuroImage. 2014;91:311–323. doi: 10.1016/j.neuroimage.2014.01.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Kruger O, Shiozawa T, Kreifelts B, Scheffler K, Ethofer T. Three distinct fiber pathways of the bed nucleus of the stria terminalis to the amygdala and prefrontal cortex. Cortex; a journal devoted to the study of the nervous system and behavior. 2015;66:60–68. doi: 10.1016/j.cortex.2015.02.007. [DOI] [PubMed] [Google Scholar]
- 71.Kaufmann W, Andreasson K, Isakson P, Worley P. Cyclooxygenases and the central nervous system. Prostaglandins. 1997;54:601–624. doi: 10.1016/s0090-6980(97)00128-7. [DOI] [PubMed] [Google Scholar]
- 72.Shi J, Johansson J, Woodling NS, Wang Q, Montine TJ, Andreasson K. The prostaglandin E2 E-prostanoid 4 receptor exerts anti-inflammatory effects in brain innate immunity. Journal of immunology. 2010;184:7207–7218. doi: 10.4049/jimmunol.0903487. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Yokoyama U, Iwatsubo K, Umemura M, Fujita T, Ishikawa Y. The prostanoid EP4 receptor and its signaling pathway. Pharmacological reviews. 2013;65:1010–1052. doi: 10.1124/pr.112.007195. [DOI] [PubMed] [Google Scholar]
- 74.Amateau SK, McCarthy MM. Induction of PGE(2) by estradiol mediates developmental masculinization of sex behavior. Nat Neurosci. 2004;7:643–650. doi: 10.1038/nn1254. [DOI] [PubMed] [Google Scholar]
- 75.Wright CL, McCarthy MM. Prostaglandin E2-induced masculinization of brain and behavior requires protein kinase A, AMPA/kainate, and metabotropic glutamate receptor signaling. The Journal of neuroscience: the official journal of the Society for Neuroscience. 2009;29:13274–13282. doi: 10.1523/JNEUROSCI.3603-09.2009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Ginhoux F, Lim S, Hoeffel G, Low D, Huber T. Origin and differentiation of microglia. Frontiers in cellular neuroscience. 2013;7:45. doi: 10.3389/fncel.2013.00045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 77.Nayak D, Roth TL, McGavern DB. Microglia development and function. Annual review of immunology. 2014;32:367–402. doi: 10.1146/annurev-immunol-032713-120240. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Streit WJ. Microglial response to brain injury: a brief synopsis. Toxicologic pathology. 2000;28:28–30. doi: 10.1177/019262330002800104. [DOI] [PubMed] [Google Scholar]
- 79.Schafer DP, Lehrman EK, Kautzman AG, Koyama R, Mardinly AR, Yamasaki R, et al. Microglia sculpt postnatal neural circuits in an activity and complement-dependent manner. Neuron. 2012;74:691–705. doi: 10.1016/j.neuron.2012.03.026. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Ekdahl CT, Kokaia Z, Lindvall O. Brain inflammation and adult neurogenesis: the dual role of microglia. Neuroscience. 2009;158:1021–1029. doi: 10.1016/j.neuroscience.2008.06.052. [DOI] [PubMed] [Google Scholar]
- 81.Sierra A, Encinas JM, Deudero JJ, Chancey JH, Enikolopov G, Overstreet-Wadiche LS, et al. Microglia shape adult hippocampal neurogenesis through apoptosis-coupled phagocytosis. Cell stem cell. 2010;7:483–495. doi: 10.1016/j.stem.2010.08.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Ueno M, Fujita Y, Tanaka T, Nakamura Y, Kikuta J, Ishii M, et al. Layer V cortical neurons require microglial support for survival during postnatal development. Nat Neurosci. 2013;16:543–551. doi: 10.1038/nn.3358. [DOI] [PubMed] [Google Scholar]
- 83.Brown GC, Neher JJ. Eaten alive! Cell death by primary phagocytosis: ‘phagoptosis’. Trends in biochemical sciences. 2012;37:325–332. doi: 10.1016/j.tibs.2012.05.002. [DOI] [PubMed] [Google Scholar]
- 84.Lenz KM, Wright CL, Martin RC, McCarthy MM. Prostaglandin E regulates AMPA receptor phosphorylation and promotes membrane insertion in preoptic area neurons and glia during sexual differentiation. PloS one. 2011;6:e18500. doi: 10.1371/journal.pone.0018500. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 85.Bezzi P, Carmignoto G, Pasti L, Vesce S, Rossi D, Rizzini BL, et al. Prostaglandins stimulate calcium-dependent glutamate release in astrocytes. Nature. 1998;391:281–285. doi: 10.1038/34651. [DOI] [PubMed] [Google Scholar]
- 86.Reeber SL, Otis TS, Sillitoe RV. New roles for the cerebellum in health and disease. Frontiers in systems neuroscience. 2013;7:83. doi: 10.3389/fnsys.2013.00083. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Dean SL, McCarthy MM. Steroids, sex and the cerebellar cortex: implications for human disease. Cerebellum. 2008 doi: 10.1007/s12311-008-0003-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 88.Durisko C, Fiez JA. Functional activation in the cerebellum during working memory and simple speech tasks. Cortex; a journal devoted to the study of the nervous system and behavior. 2010;46:896–906. doi: 10.1016/j.cortex.2009.09.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Crispino L, Bullock TH. Cerebellum mediates modality-specific modulation of sensory responses of midbrain and forebrain in rat. Proc Natl Acad Sci U S A. 1984;81:2917–2920. doi: 10.1073/pnas.81.9.2917. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Konarski JZ, McIntyre RS, Grupp LA, Kennedy SH. Is the cerebellum relevant in the circuitry of neuropsychiatric disorders? Journal of psychiatry & neuroscience: JPN. 2005;30:178–186. [PMC free article] [PubMed] [Google Scholar]
- 91.Stoodley CJ, Valera EM, Schmahmann JD. Functional topography of the cerebellum for motor and cognitive tasks: an fMRI study. NeuroImage. 2012;59:1560–1570. doi: 10.1016/j.neuroimage.2011.08.065. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.Ramnani N. The primate cortico-cerebellar system: anatomy and function. Nature reviews Neuroscience. 2006;7:511–522. doi: 10.1038/nrn1953. [DOI] [PubMed] [Google Scholar]
- 93.D’Angelo E, Casali S. Seeking a unified framework for cerebellar function and dysfunction: from circuit operations to cognition. Frontiers in neural circuits. 2012;6:116. doi: 10.3389/fncir.2012.00116. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 94.Hibi M, Shimizu T. Development of the cerebellum and cerebellar neural circuits. Developmental neurobiology. 2012;72:282–301. doi: 10.1002/dneu.20875. [DOI] [PubMed] [Google Scholar]
- 95.D’Mello AM, Stoodley CJ. Cerebro-cerebellar circuits in autism spectrum disorder. Frontiers in neuroscience. 2015;9:408. doi: 10.3389/fnins.2015.00408. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 96.Mitchell SR, Reiss AL, Tatusko DH, Ikuta I, Kazmerski DB, Botti JA, et al. Neuroanatomic alterations and social and communication deficits in monozygotic twins discordant for autism disorder. The American journal of psychiatry. 2009;166:917–925. doi: 10.1176/appi.ajp.2009.08101538. [DOI] [PubMed] [Google Scholar]
- 97.Haist F, Adamo M, Westerfield M, Courchesne E, Townsend J. The functional neuroanatomy of spatial attention in autism spectrum disorder. Developmental neuropsychology. 2005;27:425–458. doi: 10.1207/s15326942dn2703_7. [DOI] [PubMed] [Google Scholar]
- 98.Courchesne E, Pierce K, Schumann CM, Redcay E, Buckwalter JA, Kennedy DP, et al. Mapping early brain development in autism. Neuron. 2007;56:399–413. doi: 10.1016/j.neuron.2007.10.016. [DOI] [PubMed] [Google Scholar]
- 99.Fatemi SH, Aldinger KA, Ashwood P, Bauman ML, Blaha CD, Blatt GJ, et al. Consensus paper: pathological role of the cerebellum in autism. Cerebellum. 2012;11:777–807. doi: 10.1007/s12311-012-0355-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 100.Limperopoulos C, Bassan H, Gauvreau K, Robertson RL, Jr., Sullivan NR, Benson CB, et al. Does cerebellar injury in premature infants contribute to the high prevalence of long-term cognitive, learning, and behavioral disability in survivors? Pediatrics. 2007;120:584–593. doi: 10.1542/peds.2007-1041. [DOI] [PubMed] [Google Scholar]
- 101.Abel KM, Drake R, Goldstein JM. Sex differences in schizophrenia. International review of psychiatry. 2010;22:417–428. doi: 10.3109/09540261.2010.515205. [DOI] [PubMed] [Google Scholar]
- 102.Werling DM, Geschwind DH. Sex differences in autism spectrum disorders. Current opinion in neurology. 2013;26:146–153. doi: 10.1097/WCO.0b013e32835ee548. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 103.Dean SL, Wright CL, Hoffman JF, Wang M, Alger BE, McCarthy MM. Prostaglandin E2 stimulates estradiol synthesis in the cerebellum postnatally with associated effects on purkinje neuron dendritic arbor and electrophysiological properties. Endocrinology. 2012;153:5415–5427. doi: 10.1210/en.2012-1350. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 104.Dean SL, Knutson JF, Krebs-Kraft DL, McCarthy MM. Prostaglandin E2 is an endogenous modulator of cerebellar development and complex behavior during a sensitive postnatal period. The European journal of neuroscience. 2012;35:1218–1229. doi: 10.1111/j.1460-9568.2012.08032.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 105.Constantino JN, Przybeck T, Friesen D, Todd RD. Reciprocal social behavior in children with and without pervasive developmental disorders. Journal of developmental and behavioral pediatrics: JDBP. 2000;21:2–11. doi: 10.1097/00004703-200002000-00002. [DOI] [PubMed] [Google Scholar]
- 106.Constantino JN, Todd RD. Genetic structure of reciprocal social behavior. The American journal of psychiatry. 2000;157:2043–2045. doi: 10.1176/appi.ajp.157.12.2043. [DOI] [PubMed] [Google Scholar]
- 107.Williams White S, Keonig K, Scahill L. Social skills development in children with autism spectrum disorders: a review of the intervention research. Journal of autism and developmental disorders. 2007;37:1858–1868. doi: 10.1007/s10803-006-0320-x. [DOI] [PubMed] [Google Scholar]
- 108.Siviy SM, Panksepp J. In search of the neurobiological substrates for social playfulness in mammalian brains. Neuroscience and biobehavioral reviews. 2011;35:1821–1830. doi: 10.1016/j.neubiorev.2011.03.006. [DOI] [PubMed] [Google Scholar]
- 109.Argue KJ, McCarthy MM. Characterization of juvenile play in rats: importance of sex of self and sex of partner. Biol Sex Differ. 2015;6:16. doi: 10.1186/s13293-015-0034-x. [DOI] [PMC free article] [PubMed] [Google Scholar]




