Autism-Open Access

Autism-Open Access
Open Access

ISSN: 2165-7890

Research Article - (2012) Volume 0, Issue 0

Immune Involvement in Autism Spectrum Disorder as a Basis for Animal Models

Elaine Y. Hsiao* and Paul H. Patterson
Division of Biology, California Institute of Technology, Pasadena, CA 91125, USA
*Corresponding Author: Elaine Y. Hsiao, Division of Biology, California Institute of Technology, Pasadena, CA 91125, USA, Tel: (626)395-6827 Email:

Abstract

Several of the environmental stimuli suggested to play a role in the pathogenesis of ASD involve altered immune responses during gestation. In this review, we discuss maternal immune activation as a primary risk factor for ASD, with an emphasis on recent findings from animal models of prenatal immune challenges. We further address the presence of autoantibodies as an additional immune-related autism risk factor, drawing upon work done in rodent and monkey models. We then explore the intersection between genetic and environmental susceptibility, with a focus on gene-environment interactions and immune involvement, in genetic risk factors for autism. Finally, we provide emerging evidence for the role of immune dysregulation in the pathogenesis of ASD.

Introduction

Autism spectrum disorder (ASD) consists of a heterogeneous group of syndromes, defined by the presence and severity of repetitive/ stereotypic behaviors, abnormal social interaction and impaired communication. ASD is highly heritable, as indicated by increased concordance in monozygotic versus dizygotic twins, and by elevated risk observed in the siblings of an affected child [1]. Accordingly, genome-wide association and linkage studies have uncovered a number of genetic copy number variants, short nucleotide polymorphisms and common risk variants that increase the susceptibility for ASD [2]. Despite continued advances in next generation sequencing, very few ASD cases can be attributed to a defined genetic etiology, and it is estimated that identified genetic risk factors collectively account for only 10-20% of ASD cases [3,4]. Moreover, findings from two very large autism twin studies demonstrate a significant difference in concordance between dizygotic twins and non-twin siblings, indicating a substantial contribution of the maternal-fetal environment to ASD risk [1,5]. This, combined with profound increases in autism prevalence over the past two decades [6], highlights the importance of environmental factors in the etiology of ASD.

Immune-related risk factors for ASD

Maternal immune activation: Several environmental factors increase susceptibility to ASD, with early immune activation being one of the most strongly supported by epidemiological, clinical and animal studies [7]. Large epidemiological studies assessing over 10,000 ASD cases from Danish national birth records and over 4,000 ASD cases identified from Swedish residence registries, demonstrate that maternal infection during pregnancy increases the risk for ASD [8,9]. In addition, early infection with any of a variety of pathogens, including rubella, cytomegalovirus or varicella, is linked to elevated autism risk [7]. The impact of maternal immune activation (MIA) on ASD is further supported by associations between maternal fever during pregnancy and ASD [10]. Moreover, elevation of the cytokines IFN-γ, IL-4 and IL-5 in maternal blood, and TNFα and MCP-1 in amniotic fluid is linked to risk for ASD [11-14].

In animals, MIA is induced by perinatal infection with specific pathogens, exposure to Microbe-Associated Molecular Patterns (MAMPs) or direct administration of recombinant cytokines. MIA by any of these inflammatory stimuli leads to autism- and schizophreniarelated behavioral abnormalities in the offspring (reviewed in [15-18]). Intranasal inoculation of pregnant mice with influenza virus, for example, yields offspring with heightened anxiety, deficient sensorimotor gating and reduced social interaction, and a localized reduction in Purkinje cell number [19], all features of autism. Moreover, offspring of mothers injected with the viral mimic poly(I:C) during midgestation, exhibit the three cardinal behavioral symptoms of autism: impaired sociability and social preference; defective communication as assessed by pup and adult ultrasonic vocalizations and odorant communication by scent marking; and elevated repetitive behaviors as measured by selfgrooming and stereotyped marble burying [20,21]. Similar changes in core ASD-related behaviors are observed after first trimester injection of LPS in pregnant rats [22]. Midgestational injection of recombinant IL-6 in pregnant mice is sufficient to induce behavioral deficits in the offspring that are comparable to those induced by maternal influenza or poly (I:C) injection [23,24]. Similarly, maternal IL-2 injection leads to anxiety-like and repetitive behaviors in mouse offspring [25]. In contrast, over-expression of the anti-inflammatory cytokine IL-10 in pregnant mice sufficiently prevents MIA-induced behavioral, and biochemical abnormalities in the offspring [26]. In addition, several studies utilizing early postnatal immune activation in rodents, to better mimic second trimester human brain development, also report longterm changes in neuropathology and behavior [27,28].

The impact of MIA on brain and behavior is further supported by non-human primate studies. Pregnant rhesus monkeys infected with influenza virus during the third trimester yield offspring with significant decreases in cortical gray matter and reduced white matter in the parietal lobe, in addition to decreased social contact with the mother [29]. Notably, these abnormalities occur in the absence of primary viral infection of the fetal compartment. Low-dose maternal LPS injection in monkeys, however, leads to the opposite neural phenotype in which infant offspring display increased cortical white matter compared to controls, analogous to changes observed in autistic children, and decreased vocalizations during an intruder paradigm, among several other behavioral abnormalities [30]. First or second trimester maternal poly(I:C) injection of rhesus macaques also leads to autism-related endophenotypes in the offspring, including motor stereotypies, elevated distress and self-soothing behaviors, and a deficit in verbalizations [31]. Overall, that MIA can be translated to non-human primate models to induce ASD-related neuropathology and behavioral symptoms, further supports the study of MIA in animals as models with face and construct validity for autism.

The symptomatic overlap between different modes of MIA indicates that the production of pro-inflammatory cytokines in response to immune activation is likely a key pathophysiological step in the development of autism-related impairments. It is well established that MIA induces a maternal pro-inflammatory response that is quickly relayed to the maternal-fetal interface. Several pro-inflammatory cytokines, including IL-6, IL-1β and TNFα, are elevated in the placenta and amniotic fluid, by onehour post MIA challenge [32-34]. Maternal LPS injection can lead to dramatic changes in placental physiology, including necrosis, infiltration of immune cells and altered perfusion [35,36]. Similar changes are observed in placentas from influenzainfected mothers, in addition to widespread effects on the placental transcriptome [37]. Furthermore, placentas from poly (I:C)- injected mothers exhibit increased activation of decidual immune cells and altered endocrine function [23]. Interestingly, placental trophoblast cells are activated in response to MIA, reflecting a direct transfer of the maternal MIA response to fetally-derived placental cells. It is very likely, however, that the extent of placental damage seen in these various models depends on the dose of the agent administered. Altogether, the downstream effects in the placenta raise the intriguing question of how changes at the maternal-fetal interface impact fetal brain development. Notably, subclassification of ASD cases by behavioral symptoms, patient and family history and biological endophenotypes reveals that immune dysregulation in autism and obstetric complications in the mother cluster together as central characteristics of a subgroup of ASD individuals [38]. Moreover, trophoblast inclusion histopathology is found in placentas from births that yield an ASD outcome [39]. Given that MIA can induce striking placental pathology, it seems likely that the maternal infection risk factor contributes to pre-term birth, low birth weight and obstetric complications, which are each associated with increased risk for ASD [40-43].

In addition to altering placental status, MIA quickly leads to altered gene expression and cytokine profiles in the fetal brain. Shortly after MIA, the fetal brain exhibits elevated levels of pro-inflammatory cytokines [44], suggesting a possible feed-forward propagation of pro-inflammatory MIA responses from the maternal circulation to the placenta, and to the fetus itself. The initial induction of fetal brain cytokines typically diminishes after 24 hours post MIA, but may trigger molecular events that lead to lasting neuroimmune changes. Consistent with this notion, poly (I:C) offspring exhibit dynamic age- and regionspecific changes in brain cytokines throughout postnatal development [45,46]. In response to maternal LPS, fetal brains exhibit altered gene expression profiles, with upregulation of genes related to oxidative stress and down regulation of genes related to GABAergic interneuron migration [15]. After maternal influenza infection, embryos exhibit altered brain expression of many genes relevant to autism and schizophrenia, including Sema3a, Foxp2 and Vldlr [47]. Furthermore, MIA induction by influenza, poly (I:C) or recombinant IL-6 injection, results in distinct as well as shared changes in gene expression in the embryonic brain. Of particular note is the upregulation of genes of the crystallin small heat shock protein family [48]. Interestingly, the severity of these gene expression changes correlates with reductions in placental weight, suggesting that placental status can serve as a marker of disrupted neurodevelopment. This is consistent with findings that placental size correlates with the risk for several adultonset diseases [49-52]. Acute transcriptional changes and cytokine effects in the fetal brain may serve as an underlying basis for several of the neurodevelopmental impairments observed in MIA offspring (reviewed in [15-18]), including altered cortical neurogenesis [53,54], hippocampal synaptic transmission [55,56] and serotonergic and dopaminergic signaling [57-59].

Research conducted in MIA animal models collectively demonstrate that transient immune activation is sufficient to cause long-term changes in neurodevelopment and behavior. However, the particular phenotypes induced by MIA differ depending on the type, timing, frequency and route of administration, as well as the genetic and immunological background of the host [26,34,60,61]. Such variations across MIA studies impede cross-comparison between findings [16]. At the same time, the information garnered from diverse MIA studies raises the intriguing question of whether differences in the severity, timing and type of MIA can produce distinct forms of neurodevelopmental disorders. The distinction between ASD and schizophrenia is particularly interesting in this regard, as the association between maternal infection and increased schizophrenia risk in the offspring, is supported by numerous epidemiological and clinical studies [7,62]. Moreover, schizophrenia and autism have several shared clinical features, including social withdrawal, impaired communication and deficient sensorimotor gating, as well as shared genetic susceptibility factors [63]. Offspring of immune activated dams exhibit features of both schizophrenia and autism, including decreased pre-pulse inhibition and social interactions, and elevated anxiety, leading to the use of MIA in animals to model both disorders [16,17]. It will be interesting to assess how particular autism- versus schizophrenia-related symptoms, are modulated by changes in timing, intensity and type of MIA [64]. It will also be important to test for endophenotypes that are not shared between these disorders such as repetitive/stereotyped behaviors [21], which are characteristic of autism, and enlarged ventricles [65] and enhanced sensitivity to hallucinogenic drugs [66], which are characteristic of schizophrenia.

The role of MIA has been explored in several recent gene x environment studies, supporting the interaction of both environmental influence and genetic susceptibility in the pathogenesis of neurodevelopmental disorders, such as autism and schizophrenia. In transgenic mice expressing mutant human DISC1, poly(I:C)-induced MIA interacts with genetic risk to alter social behavior and produce depression and enhance anxiety-like symptoms, along with several neurochemical and neuropathological changes, such as decreased number of hippocamal granule cell dendrites and reduced serotonergic neurotransmission [67]. MIA also synergizes with genetic Nurr1 deficiency to exacerbate sensorimotor and attentional behavior, and to alter expression of dopaminergic markers in the prefrontal cortex and ventral striatum [68]. In a mouse model of tuberous sclerosis, maternal poly(I:C) injection and Tsc2 haploinsufficiency together, lead to increased gestational miscarriage and abnormal social approach behavior [69]. Together, these studies support the importance of environmental risk factors, in predisposing for neurodevelopmental disease in individuals displaying genetic susceptibility.

Autoantibodies in ASD mothers or individuals: Another immunemediated risk factor for ASD involves serum immunoglobulins that react against self-antigens. Such “autoantibodies” have been identified in plasma from mothers of ASD children and from ASD individuals themselves, and some have been shown to react against neural components, including myelin basic protein and GAD65 in cerebellar Purkinje cells [70-72]. Although the majority of these autoantibodies are also detected at some frequency in non-ASD, typical controls, particular maternal autoantibodies that react against fetal brain proteins at approximately 37 kDa and 73 kDa display high specificity to autism cases, with striking reproducibility across large experimental cohorts [70]. Importantly, autoantibodies with the same reactivity have also been identified in plasma collected during the gestational period from ASD mothers, in contrast to typical studies that isolate the autoantibodies from samples collected up to 18 years post-partum [73]. Moreover, the autoantibodies are reported to correlate with impaired expressive language in ASD children [74]. Identifying the specific target antigens to which these autoantibodies react, will be critical in uncovering a mechanistic link between maternal autoantibodies and ASD. Furthermore, whether maternal autoantibodies can be detected in corresponding ASD children is unclear.

Studies that translate this autoantibody risk factor to animal models for ASD are intriguing, but few. An early case study identified anti- Purkinje cell antibodies in a mother of an ASD child [75]. Daily injection of this serum into pregnant mice from E10 to E17 yields offspring with decreased exploration and impaired motor coordination. In another study, injection of purified IgG pooled from over 60 ASD mothers into pregnant mice, resulted in heightened anxiety, hyperactivity and an age-specific deficit in sociability [76]. An additional study in rhesus macaques revealed that first-trimester injection of pregnant monkeys with IgG pooled from 21 ASD mothers yields offspring that display whole body stereotypies, hyperactivity and increased nonsocial behavior [77]. Lastly, a recent study involved injection of pregnant mice with ASD-specific immunoglobulins isolated from mothers of children with autism [78]. Strikingly, offspring of maternal ASD-related IgG exposure developed abnormal pup vocalizations, impaired sensory and motor coordination and increased anxiety-like behavior.

Much remains to be explored in animal models of the autoantibody risk factor for ASD, including the question of whether maternal autoantibodies can cross the placenta and enter the fetal brain at significant levels. And importantly, what are the antigenic targets of particular autoantibody subclasses, and are these antigens specific to the fetal brain? Interestingly, a study examining reactivity of different ASD-associated maternal autoantibodies to various tissues reveals that some react against proteins from adult brain and fetal small intestine. In such cases, it will be important to assess effects of ASD-related IgG on maternal behavior and physiology, and to determine whether reactivity of autoantibodies against non-CNS antigens represents an indirect effect of autoantibodies on brain and behavior. Notably, the impact of autoantibodies derived from ASD individuals, rather than their mothers, has not yet been evaluated in animal models. In addition, the cause of ASD-related autoantibody production has been largely unexplored. It will be fascinating to evaluate whether autoantibody production occurs as a result of other ASD-related genetic and environmental risk factors. Two models of particular interest are MIA, which displays evidence of disrupted immunological tolerance at the maternal-fetal interface [35,36], and MET-deficient mice, in light of findings linking a MET common risk variant to ASD-related autoantibodies in clinical cohorts [78]. Finally, autoantibody animal models will serve as a useful tool to explore potential therapeutics for treatment of autism, in well-defined subsets of ASD individuals.

Immune dysregulation in ASD

MIA and maternal autoantibody production represent two immune-mediated risk factors, whose influences during early life may contribute to ASD onset. In addition to these prenatal immune insults, increasing evidence highlights a role for postnatal immune alterations in the pathogenesis of ASD [79,80]. Several studies report striking immune dysregulation in the neural, peripheral and enteric immune systems, of autistic individuals (Figure 1). Postmortem brains from ASD patients exhibit elevated activation of microglia and astrocytes, in addition to increased levels of pro-inflammatory cytokines [81,82]. Notably, transcriptome analysis of ASD brains reveals altered expression of neuronal-related genes, including ASD susceptibility genes, alongside dysregulated expression of immune-related genes related to inflammation and glial activation [79,83]. Altered cytokine profiles are also observed in cerebrospinal fluid and sera collected from living autistic individuals [81,82,84]. In the periphery, several subsets of leukocytes isolated from ASD blood display altered function, reflecting altered innate and adaptive immune responses [80]. Interestingly, significant subsets of autistic children experience gastrointestinal complications, including increased intestinal permeability, lymphoid hyperplasia, lymphocyte infiltration and altered microbial composition [85-87]. Importantly, a number of these autism-associated immune changes are associated with elevated severity of ASD symptoms [80].

Figure 1: Widespread immune dysregulation may play a role in ASD: Autistic individuals display a variety of immune abnormalities in the brain, periphery and gastrointestinal tract that may contribute to the pathogenesis or maintenance of ASD symptoms.

Immune effects on behavioral symptoms of ASD: Whether immune abnormalities in the brain, periphery and/or gastrointestinal tract are involved in the development or persistence of ASD symptoms is unclear. However, it is well established that immune status across all of these domains is important for normal brain function and behavior. Cytokines in the brain play a fundamental role in synaptic development, and traditional components of the immune system, such as complement proteins and major histocompatibility complexes, are critical for synaptic pruning, neuronal plasticity and the patterning of neural circuits in the normal brain [88-92]. In the periphery, cytokine responses to infection are known to stimulate vagal nerve afferents, ultimately leading to altered behavior [93]. Furthermore, knockout of canonical immune components, such as RAG1 and T cell receptor, leads to impaired cognitive behavior, learning and memory [94-96]. In the gastrointestinal tract, the commensal microbiota plays a critical role in the development and status of the immune system [97]. Interestingly, germ-free animals reared in the absence of any microbial exposure exhibit abnormalities in nociceptive, emotional, motor and anxietylike behaviors [98,99]. Overall, several lines of evidence suggest that immune alterations could directly contribute to the pathogenesis or maintenance of ASD symptoms.

Recent studies in animal models have explored the influence of systemic immune dysfunction on ASD symptoms. In addition to core ASD symptoms and neuropathology, poly(I:C) MIA offspring exhibit lasting peripheral immune dysregulation, including hyper-responsive CD4+ T cells and deficits in splenic regulatory T cells [32,33]. Poly(I:C) offspring also exhibit altered immune function in the mesenteric lymph nodes, as well as deficient intestinal barrier integrity, which is reminiscent of GI abnormalities seen in subsets of ASD individuals [32,100]. There is also evidence of microglial activation in some MIA models [101,102]. Recent experiments support the notion that systemic immune abnormalities can contribute to the persistence of ASD-related symptoms. Following irradiation and bone marrow transplantation, poly(I:C) offspring exhibit decreased stereotypic and anxiety-like behaviors [32]. Similar findings are observed in a mouse model of Rett syndrome, where irradiation and bone marrow transplantation in MeCP2 knockout mice arrests disease development as measured by lifespan, respiration, body weight and locomotion [103]. Importantly, however, the improvement observed in the Rett model is attributed to engraftment of new microglial cells, whereas the improvement observed in the MIA model is primarily an effect on peripheral immunity. In addition, the BTBR strain, which displays reduced sociability and verbal communication compared to several other mouse strains, also exhibits increased peripheral CD4+ T cells, peripheral B cells and serum and brain immunoglobulin levels, among other immune abnormalities [104]. The role of immune abnormalities on ASD symptoms in the BTBR mice, however, is unknown. Extending these types of studies to additional animal models for autism will be important for better defining the immune-ASD connection. The notion that immune abnormalities may arise as a result of genetic alterations is also interesting in light of the several ASD genes that are relevant to both brain and immune function, including those encoding various HLA haplotypes, receptor tyrosine kinase and complement C4B protein [105-108]. Unfortunately, few of these immune-related genetic risk factors for autism have been translated to animal models or evaluated for ASD-related immune and behavioral symptoms. Future studies in these areas will be important for identifying converging pathways for several related environmental and genetic risk factors for ASD.

Immune therapies for ASD

Despite numerous findings of immune abnormalities in autism and the known effects of immune modulation on brain and behavior, there are very few published, controlled studies evaluating the efficacy of immunomodulatory therapeutics in treating ASD symptoms [109]. Intravenous immunoglobulin treatment has been evaluated in ASD case studies, where up to 10-20% of children undergoing treatment exhibit symptomatic improvement [110]. Oral immunoglobulin treatment, however, has no significant effect on GI symptoms in ASD children [111]. Also interesting is that fever is associated with improved behavioral symptoms in ASD children [112]. The anti-inflammatory antibiotic minocycline can rescue synaptic abnormalities and deficits in ultrasonic vocalizations in mouse models of fragile X syndrome, and recent studies report efficacy in treating symptoms in fragile X patients [113-115]. Whether it is also effective in autism is still unclear, although a small pilot study reported no significant clinical improvement after treatment in ASD children [116]. The antibiotic D-cycloserine is effective in treating social impairments and stereotypic behavior in animal models relevant to autism [117,118], and has also reduced social withdrawal in a small clinical cohort of ASD children [119]. These effects are commonly attributed to the activity of D-cycloserine as a partial NMDA-receptor agonist, but whether its antibiotic properties are also important in this regard are unknown.

Several other classes of drugs that are used to treat ASD, including antidepressants and antipsychotics, are known to display immunomodulatory properties. The antipsychotic drug risperidone is FDA-approved for treatment of ASD symptoms, and also known to modulate immune function, T cell differentiation and serum cytokine profiles via suppression of the AKT/NFkB pathway [120-123]. The antidepressant aripiprazole has effectively treated irritability, hyperactivity and stereotypy in two large randomized controlled trials of ASD children [124], and is reported to prevent microglial activation, reduce reactive oxygen species and suppress pro-inflammatory cytokines [125]. Fluoxetine, another antidepressent, exhibits several effects on immune function [126-129] and has reduced repetitive behaviors in a double-blind placebo-controlled trial of adults with ASD [130]. The beneficial effects of the acetylcholinesterase inhibitors, galantamine and donepezil on reducing social withdrawal, irritability and inattention in children with autism [131,132] are believed to be due in part to activation of the cholinergic anti-inflammatory pathway [133]. Finally, the PPARy agonist piaglitozone is known to display immunosuppressive properties and, in a small clinical cohort, significantly improves ASD symptoms, including irritability, lethargy, stereotypy and hyperactivity [134]. Additional studies are needed to determine whether the immunomodulatory properties of these drugs are necessary to confer ameliorative effects on ASD symptoms.

Conclusion

Increasing evidence points to an immune involvement in the development and/or persistence of ASD symptoms. Maternal immune activation is a principal environmental risk factor for ASD that is sufficient to cause autism-related behavioral abnormalities and neuropathologies in rodent and primate models. Gene x environment studies demonstrate that immune activation in the background of various genetic susceptibility factors, can exacerbate pre-existing abnormalities or perpetuate new ASD-associated endophenotypes. ASD-related autoantibodies represent another immune-mediated pathway affecting neurodevelopment and behavior, but additional studies in animal models are needed to identify the mechanisms underlying autoantibody production and action. ASD individuals also exhibit various aspects of immune dysregulation in the brain, periphery and GI tract. Still unknown are the etiologies and functional consequences of these immune abnormalities on ASD symptoms. Animal models will be useful for determining whether these endophenotypes impact core ASD behaviors and neuropathologies, and whether they converge with identified genetic and environmental risk factors for autism. Studies in these areas will sharpen our understanding of immunomodulatory approaches towards treating particular autismassociated endophenotypes in defined subclasses of ASD individuals.

References

  1. Rosenberg RE, Law JK, Yenokyan G, McGready J, Kaufmann WE, et al. (2009) Characteristics and concordance of autism spectrum disorders among 277 twin pairs. Arch Pediatr Adolesc Med 163: 907-914.
  2. Betancur C (2011) Etiological heterogeneity in autism spectrum disorders: more than 100 genetic and genomic disorders and still counting. Brain Res 1380: 42-77.
  3. Abrahams BS, Geschwind DH (2008) Advances in autism genetics: on the threshold of a new neurobiology. Nat Rev Genet 9: 341-355.
  4. Hallmayer J, Cleveland S, Torres A, Phillips J, Cohen B, et al. (2011) Genetic heritability and shared environmental factors among twin pairs with autism. Arch Gen Psychiatry 68: 1095-1102.
  5. Brown AS (2012) Epidemiologic studies of exposure to prenatal infection and risk of schizophrenia and autism. Dev Neurobiol 72: 1272-1276.
  6. Atladóttir HO, Thorsen P, Østergaard L, Schendel DE, Lemcke S, et al. (2010) Maternal infection requiring hospitalization during pregnancy and autism spectrum disorders. J Autism Dev Disord 40:1423-1430.
  7. Zerbo O, Iosif AM, Walker C, Ozonoff S, Hansen RL, et al. (2012) Is Maternal Influenza or Fever During Pregnancy Associated with Autism or Developmental Delays? Results from the CHARGE (CHildhood Autism Risks from Genetics and Environment) Study. J Autism Dev Disord.
  8. Goines PE, Croen LA, Braunschweig D, Yoshida CK, Grether J, et al. (2011) Increased midgestational IFN-?, IL-4 and IL-5 in women bearing a child with autism: A case-control study. Mol Autism 2: 13.
  9. Abdallah MW, Larsen N, Grove J, Nørgaard-Pedersen B, Thorsen P, et al. (2011) Amniotic fluid inflammatory cytokines: Potential markers of immunologic dysfunction in autism spectrum disorders. World J Biol Psychiatry.
  10. Oskvig DB, Elkahloun AG, Johnson KR, Phillips TM, Herkenham M (2012) Maternal immune activation by LPS selectively alters specific gene expression profiles of interneuron migration and oxidative stress in the fetus without triggering a fetal immune response. Brain Behav Immun 26: 623-634.
  11. Harvey L, Boksa P (2012) Prenatal and postnatal animal models of immune activation: Relevance to a range of neurodevelopmental disorders. Dev Neurobiol 72: 1335-1348.
  12. Macêdo DS, Araújo DP, Sampaio LR, Vasconcelos SM, Sales PM, et al. (2012) Animal models of prenatal immune challenge and their contribution to the study of schizophrenia: a systematic review. Braz J Med Biol Res 45: 179-186.
  13. Meyer U, Feldon J, Fatemi SH (2009) In-vivo rodent models for the experimental investigation of prenatal immune activation effects in neurodevelopmental brain disorders. Neurosci Biobehav Rev 33: 1061-1079.
  14. Shi L, Smith SE, Malkova N, Tse D, Su Y, et al. (2009) Activation of the maternal immune system alters cerebellar development in the offspring. Brain Behav Immun 23: 116-123.
  15. Yee N, Schwarting RK, Fuchs E, Wöhr M (2012) Increased affective ultrasonic communication during fear learning in adult male rats exposed to maternal immune activation. J Psychiatr Res 46: 1199-1205.
  16. Malkova NV, Yu CZ, Hsiao EY, Moore MJ, Patterson PH (2012) Maternal immune activation yields offspring displaying mouse versions of the three core symptoms of autism. Brain Behav Immun 26: 607-616.
  17. Baharnoori M, Bhardwaj SK, Srivastava LK (2012) Neonatal behavioral changes in rats with gestational exposure to lipopolysaccharide: a prenatal infection model for developmental neuropsychiatric disorders. Schizophr Bull 38: 444-456.
  18. Hsiao EY, Patterson PH (2011) Activation of the maternal immune system induces endocrine changes in the placenta via IL-6. Brain Behav Immun 25: 604-615.
  19. Smith SE, Li J, Garbett K, Mirnics K, Patterson PH (2007) Maternal immune activation alters fetal brain development through interleukin-6. J Neurosci 27: 10695-10702.
  20. Ponzio NM, Servatius R, Beck K, Marzouk A, Kreider T (2007) Cytokine levels during pregnancy influence immunological profiles and neurobehavioral patterns of the offspring. Ann N Y Acad Sci 1107: 118-128.
  21. Meyer U, Murray PJ, Urwyler A, Yee BK, Schedlowski M, et al. (2008) Adult behavioral and pharmacological dysfunctions following disruption of the fetal brain balance between pro-inflammatory and IL-10-mediated anti-inflammatory signaling. Mol Psychiatry 13: 208-221.
  22. Harvey L, Boksa P (2012) A stereological comparison of GAD67 and reelin expression in the hippocampal stratum oriens of offspring from two mouse models of maternal inflammation during pregnancy. Neuropharmacology 62: 1767-1776
  23. Bland ST, Beckley JT, Young S, Tsang V, Watkins LR, et al. (2010) Enduring consequences of early-life infection on glial and neural cell genesis within cognitive regions of the brain. Brain Behav Immun 24: 329-338.
  24. Short SJ, Lubach GR, Karasin AI, Olsen CW, Styner M, et al. (2010) Maternal influenza infection during pregnancy impacts postnatal brain development in the rhesus monkey. Biol Psychiatry 67: 965-973.
  25. Willette AA, Lubach GR, Knickmeyer RC, Short SJ, Styner M, et al. (2011) Brain enlargement and increased behavioral and cytokine reactivity in infant monkeys following acute prenatal endotoxemia. Behav Brain Res 219: 108-115.
  26. Hsiao EY, McBride SW, Chow J, Mazmanian SK, Patterson PH (2012) Modeling an autism risk factor in mice leads to permanent immune dysregulation. Proc Natl Acad Sci U S A 109: 12776-12781.
  27. Mandal M, Marzouk AC, Donnelly R, Ponzio NM (2011) Maternal immune stimulation during pregnancy affects adaptive immunity in offspring to promote development of TH17 cells. Brain Behav Immun 25: 863-871.
  28. Meyer U, Nyffeler M, Engler A, Urwyler A, Schedlowski M, et al. (2006) The time of prenatal immune challenge determines the specificity of inflammation-mediated brain and behavioral pathology. J Neurosci 26: 4752-4762.
  29. Girard S, Tremblay L, Lepage M, Sébire G (2010) IL-1 receptor antagonist protects against placental and neurodevelopmental defects induced by maternal inflammation. J Immunol 184: 3997-4005.
  30. Carpentier PA, Dingman AL, Palmer TD (2011) Placental TNF-a signaling in illness-induced complications of pregnancy. Am J Pathol 178: 2802-2810.
  31. Fatemi SH, Folsom TD, Rooney RJ, Mori S, Kornfield TE, et al. (2012) The viral theory of schizophrenia revisited: abnormal placental gene expression and structural changes with lack of evidence for H1N1 viral presence in placentae of infected mice or brains of exposed offspring. Neuropharmacology 62: 1290-1298.
  32. Sacco R, Lenti C, Saccani M, Curatolo P, Manzi B, et al. (2012) Cluster analysis of autistic patients based on principal pathogenetic components. Autism Res 5: 137-147.
  33. Anderson GM, Jacobs-Stannard A, Chawarska K, Volkmar FR, Kliman HJ (2007) Placental trophoblast inclusions in autism spectrum disorder. Biol Psychiatry 61: 487-491.
  34. Movsas TZ, Paneth N (2012) The Effect of Gestational Age on Symptom Severity in Children with Autism Spectrum Disorder. J Autism Dev Disord.
  35. Kuban KC, O'Shea TM, Allred EN, Tager-Flusberg H, Goldstein DJ, et al. (2009) Positive screening on the Modified Checklist for Autism in Toddlers (M-CHAT) in extremely low gestational age newborns. J Pediatr 154: 535-540.
  36. Pinto-Martin JA, Levy SE, Feldman JF, Lorenz JM, Paneth N, et al. (2011) Prevalence of autism spectrum disorder in adolescents born weighing <2000 grams. Pediatrics 128: 883-891.
  37. Lyall K, Pauls DL, Spiegelman D, Ascherio A, Santangelo SL (2012) Pregnancy complications and obstetric suboptimality in association with autism spectrum disorders in children of the Nurses' Health Study II. Autism Res 5: 21-30.
  38. Arrode-Brusés G, Brusés JL (2012) Maternal immune activation by poly(I:C) induces expression of cytokines IL-1ß and IL-13, chemokine MCP-1 and colony stimulating factor VEGF in fetal mouse brain. J Neuroinflammation 9: 83.
  39. Pacheco-López G, Giovanoli S, Langhans W, Meyer U (2011) Priming of Metabolic Dysfunctions by Prenatal Immune Activation in Mice: Relevance to Schizophrenia. Schizophr Bull.
  40. Fatemi SH, Reutiman TJ, Folsom TD, Huang H, Oishi K, et al. (2008) Maternal infection leads to abnormal gene regulation and brain atrophy in mouse offspring: implications for genesis of neurodevelopmental disorders. Schizophr Res 99: 56-70.
  41. Garbett KA, Hsiao EY, Kálmán S, Patterson PH, Mirnics K (2012) Effects of maternal immune activation on gene expression patterns in the fetal brain. Transl Psychiatry 2: e98.
  42. Eriksson JG, Gelow J, Thornburg KL, Osmond C, Laakso M, et al. (2012) Long-term effects of placental growth on overweight and body composition. Int J Pediatr 2012: 324185.
  43. Barker DJ, Thornburg KL, Osmond C, Kajantie E, Eriksson JG (2010) The surface area of the placenta and hypertension in the offspring in later life. Int J Dev Biol 54: 525-530.
  44. Barker DJ, Gelow J, Thornburg K, Osmond C, Kajantie E, et al. (2010) The early origins of chronic heart failure: impaired placental growth and initiation of insulin resistance in childhood. Eur J Heart Fail 12: 819-825.
  45. Barker DJ, Thornburg KL, Osmond C, Kajantie E, Eriksson JG (2010) The prenatal origins of lung cancer. II. The placenta. Am J Hum Biol 22: 512-516.
  46. Soumiya H, Fukumitsu H, Furukawa S (2011) Prenatal immune challenge compromises the normal course of neurogenesis during development of the mouse cerebral cortex. J Neurosci Res 89: 1575-1585.
  47. Smith SE, Elliott RM, Anderson MP (2012) Maternal immune activation increases neonatal mouse cortex thickness and cell density. J Neuroimmune Pharmacol 7: 529-532.
  48. Escobar M, Crouzin N, Cavalier M, Quentin J, Roussel J, et al. (2011) Early, time-dependent disturbances of hippocampal synaptic transmission and plasticity after in utero immune challenge. Biol Psychiatry 70: 992-999.
  49. Ito HT, Smith SE, Hsiao E, Patterson PH (2010) Maternal immune activation alters nonspatial information processing in the hippocampus of the adult offspring. Brain Behav Immun 24: 930-941.
  50. Vuillermot S, Weber L, Feldon J, Meyer U (2010) A longitudinal examination of the neurodevelopmental impact of prenatal immune activation in mice reveals primary defects in dopaminergic development relevant to schizophrenia. J Neurosci 30: 1270-1287.
  51. Winter C, Djodari-Irani A, Sohr R, Morgenstern R, Feldon J, et al. (2009) Prenatal immune activation leads to multiple changes in basal neurotransmitter levels in the adult brain: implications for brain disorders of neurodevelopmental origin such as schizophrenia. Int J Neuropsychopharmacol 12: 513-524.
  52. Wang S, Yan JY, Lo YK, Carvey PM, Ling Z (2009) Dopaminergic and serotoninergic deficiencies in young adult rats prenatally exposed to the bacterial lipopolysaccharide. Brain Res 1265: 196-204.
  53. Rana SA, Aavani T, Pittman QJ (2012) Sex effects on neurodevelopmental outcomes of innate immune activation during prenatal and neonatal life. Horm Behav.
  54. Bronson SL, Ahlbrand R, Horn PS, Kern JR, Richtand NM (2011) Individual differences in maternal response to immune challenge predict offspring behavior: contribution of environmental factors. Behav Brain Res 220: 55-64.
  55. Brown AS (2011) Exposure to prenatal infection and risk of schizophrenia. Front Psychiatry 2: 63
  56. Talkowski ME, Rosenfeld JA, Blumenthal I, Pillalamarri V, Chiang C, et al. (2012) Sequencing chromosomal abnormalities reveals neurodevelopmental loci that confer risk across diagnostic boundaries. Cell 149: 525-537.
  57. Meyer U, Feldon J, Dammann O (2011) Schizophrenia and autism: both shared and disorder-specific pathogenesis via perinatal inflammation? Pediatr Res 69: 26R-33R.
  58. Li Q, Cheung C, Wei R, Hui ES, Feldon J, et al. (2009) Prenatal immune challenge is an environmental risk factor for brain and behavior change relevant to schizophrenia: evidence from MRI in a mouse model. PLoS One 4: e6354.
  59. Moreno JL, Kurita M, Holloway T, López J, Cadagan R, et al. (2011) Maternal influenza viral infection causes schizophrenia-like alterations of 5-HT2A and mGlu2 receptors in the adult offspring. J Neurosci 31: 1863-1872.
  60. Abazyan B, Nomura J, Kannan G, Ishizuka K, Tamashiro KL, et al. (2010) Prenatal interaction of mutant DISC1 and immune activation produces adult psychopathology. Biol Psychiatry 68: 1172-1181.
  61. Vuillermot S, Joodmardi E, Perlmann T, Ögren SO, Feldon J, et al. (2012) Prenatal immune activation interacts with genetic Nurr1 deficiency in the development of attentional impairments. J Neurosci 32: 436-451.
  62. Ehninger D, Sano Y, de Vries PJ, Dies K, Franz D, et al. (2012) Gestational immune activation and Tsc2 haploinsufficiency cooperate to disrupt fetal survival and may perturb social behavior in adult mice. Mol Psychiatry 17: 62-70.
  63. Braunschweig D, Van de Water J (2012) Maternal autoantibodies in autism. Arch Neurol 69: 693-699.
  64. Rout UK, Mungan NK, Dhossche DM (2012) Presence of GAD65 autoantibodies in the serum of children with autism or ADHD. Eur Child Adolesc Psychiatry 21: 141-147.
  65. Mostafa GA, Al-Ayadhi LY (2011) A lack of association between hyperserotonemia and the increased frequency of serum anti-myelin basic protein auto-antibodies in autistic children. J Neuroinflammation 8: 71.
  66. Croen LA, Braunschweig D, Haapanen L, Yoshida CK, Fireman B, et al. (2008) Maternal mid-pregnancy autoantibodies to fetal brain protein: the early markers for autism study. Biol Psychiatry 64: 583-588.
  67. Braunschweig D, Duncanson P, Boyce R, Hansen R, Ashwood P, et al. (2012) Behavioral correlates of maternal antibody status among children with autism. J Autism Dev Disord 42: 1435-1445
  68. Dalton P, Deacon R, Blamire A, Pike M, McKinlay I, et al. (2003) Maternal neuronal antibodies associated with autism and a language disorder. Ann Neurol 53: 533-537.
  69. Singer HS, Morris C, Gause C, Pollard M, Zimmerman AW, et al. (2009) Prenatal exposure to antibodies from mothers of children with autism produces neurobehavioral alterations: A pregnant dam mouse model. J Neuroimmunol 211: 39-48.
  70. Martin LA, Ashwood P, Braunschweig D, Cabanlit M, Van de Water J, et al. (2008) Stereotypies and hyperactivity in rhesus monkeys exposed to IgG from mothers of children with autism. Brain Behav Immun 22: 806-816.
  71. Heuer L, Braunschweig D, Ashwood P, Van de Water J, Campbell DB (2011) Association of a MET genetic variant with autism-associated maternal autoantibodies to fetal brain proteins and cytokine expression. Transl Psychiatry 1: e48.
  72. Michel M, Schmidt MJ, Mirnics K (2012) Immune system gene dysregulation in autism and schizophrenia. Dev Neurobiol 72: 1277-1287.
  73. Onore C, Careaga M, Ashwood P (2012) The role of immune dysfunction in the pathophysiology of autism. Brain Behav Immun 26: 383-392.
  74. Morgan JT, Chana G, Pardo CA, Achim C, Semendeferi K, et al. (2010) Microglial activation and increased microglial density observed in the dorsolateral prefrontal cortex in autism. Biol Psychiatry 68: 368-376.
  75. Vargas DL, Nascimbene C, Krishnan C, Zimmerman AW, Pardo CA (2005) Neuroglial activation and neuroinflammation in the brain of patients with autism. Ann Neurol 57: 67-81.
  76. Voineagu I, Wang X, Johnston P, Lowe JK, Tian Y, et al. (2011) Transcriptomic analysis of autistic brain reveals convergent molecular pathology. Nature 474: 380-384.
  77. Li X, Chauhan A, Sheikh AM, Patil S, Chauhan V, et al. (2009) Elevated immune response in the brain of autistic patients. J Neuroimmunol 207: 111-116.
  78. Buie T, Campbell DB, Fuchs GJ 3rd, Furuta GT, Levy J, et al. (2010) Evaluation, diagnosis, and treatment of gastrointestinal disorders in individuals with ASDs: a consensus report. Pediatrics 125: S1-S18.
  79. Adams JB, Johansen LJ, Powell LD, Quig D, Rubin RA (2011) Gastrointestinal flora and gastrointestinal status in children with autism--comparisons to typical children and correlation with autism severity. BMC Gastroenterol 11: 22.
  80. Finegold SM, Downes J, Summanen PH (2012) Microbiology of regressive autism. Anaerobe 18: 260-262.
  81. Deverman BE, Patterson PH (2009) Cytokines and CNS development. Neuron 64: 61-78.
  82. Needleman LA, McAllister AK (2012) The major histocompatibility complex and autism spectrum disorder. Dev Neurobiol 72: 1288-1301.
  83. Garay PA, McAllister AK (2010) Novel roles for immune molecules in neural development: implications for neurodevelopmental disorders. Front Synaptic Neurosci 2: 136.
  84. Stephan AH, Barres BA, Stevens B (2012) The complement system: an unexpected role in synaptic pruning during development and disease. Annu Rev Neurosci 35: 369-389.
  85. Shatz CJ (2009) MHC class I: an unexpected role in neuronal plasticity. Neuron 64: 40-45.
  86. Dantzer R (2009) Cytokine, sickness behavior, and depression. Immunol Allergy Clin North Am 29: 247-264.
  87. Brynskikh A, Warren T, Zhu J, Kipnis J (2008) Adaptive immunity affects learning behavior in mice. Brain Behav Immun 22: 861-869.
  88. Kipnis J, Cohen H, Cardon M, Ziv Y, Schwartz M (2004) T cell deficiency leads to cognitive dysfunction: implications for therapeutic vaccination for schizophrenia and other psychiatric conditions. Proc Natl Acad Sci U S A 101: 8180-8185.
  89. Cushman J, Lo J, Huang Z, Wasserfall C, Petitto JM (2003) Neurobehavioral changes resulting from recombinase activation gene 1 deletion. Clin Diagn Lab Immunol 10: 13-18.
  90. Hooper LV, Littman DR, Macpherson AJ (2012) Interactions between the microbiota and the immune system. Science 336: 1268-1273.
  91. Amaral FA, Sachs D, Costa VV, Fagundes CT, Cisalpino D, et al.(2008) Commensal microbiota is fundamental for the development of inflammatory pain. Proc Natl Acad Sci U S A 105: 2193-2197.
  92. Diaz Heijtz R, Wang S, Anuar F, Qian Y, Björkholm B, et al. (2011) Normal gut microbiota modulates brain development and behavior. Proc Natl Acad Sci U S A 108: 3047-3052.
  93. Juckel G, Manitz MP, Brüne M, Friebe A, Heneka MT, et al. (2011) Microglial activation in a neuroinflammational animal model of schizophrenia--a pilot study. Schizophr Res 131: 96-100.
  94. Roumier A, Pascual O, Béchade C, Wakselman S, Poncer JC, et al. (2008) Prenatal activation of microglia induces delayed impairment of glutamatergic synaptic function. PLoS One 3: e2595.
  95. Derecki NC, Cronk JC, Lu Z, Xu E, Abbott SB,et al. (2012) Wild-type microglia arrest pathology in a mouse model of Rett syndrome. Nature 484: 105-109.
  96. Heo Y, Zhang Y, Gao D, Miller VM, Lawrence DA (2011). Aberrant immune responses in a mouse with behavioral disorders. PLoS One 6: e20912 .
  97. Mostafa GA, Shehab AA (2010) The link of C4B null allele to autism and to a family history of autoimmunity in Egyptian autistic children. J Neuroimmunol 223: 115-119.
  98. Thanseem I, Nakamura K, Miyachi T, Toyota T, Yamada S, et al. (2010) Further evidence for the role of MET in autism susceptibility. Neurosci Res 68: 137-141.
  99. Torres AR, Sweeten TL, Cutler A, Bedke BJ, Fillmore M, et al. (2006) The association and linkage of the HLA-A2 class I allele with autism. Hum Immunol 67: 346-351.
  100. Chez MG, Guido-Estrada N (2010) Immune therapy in autism: historical experience and future directions with immunomodulatory therapy. Neurotherapeutics 7: 293-301.
  101. Gupta S, Samra D, Agrawal S (2010) Adaptive and Innate Immune Responses in Autism: Rationale for Therapeutic Use of Intravenous Immunoglobulin. J Clin Immunol.
  102. Handen BL, Melmed RD, Hansen RL, Aman MG, Burnham DL, et al. (2009) A double-blind, placebo-controlled trial of oral human immunoglobulin for gastrointestinal dysfunction in children with autistic disorder. J Autism Dev Disord 39: 796-805.
  103. Curran LK, Newschaffer CJ, Lee LC, Crawford SO, Johnston MV, et al. (2007) Behaviors associated with fever in children with autism spectrum disorders. Pediatrics 120:e1386-e1392.
  104. Rotschafer SE, Trujillo MS, Dansie LE, Ethell IM, Razak KA (2012) Minocycline treatment reverses ultrasonic vocalization production deficit in a mouse model of Fragile X Syndrome. Brain Res 1439: 7-14.
  105. Hagerman R, Lauterborn J, Au J, Berry-Kravis E (2012) Fragile X syndrome and targeted treatment trials. Results Probl Cell Differ 54: 297-335.
  106. Bilousova TV, Dansie L, Ngo M, Aye J, Charles JR, et al. (2009) Minocycline promotes dendritic spine maturation and improves behavioural performance in the fragile X mouse model. J Med Genet 46: 94-102.
  107. Won H, Lee HR, Gee HY, Mah W, Kim JI, et al. (2012) Autistic-like social behaviour in Shank2-mutant mice improved by restoring NMDA receptor function. Nature 486: 261-265.
  108. Deutsch SI, Pepe GJ, Burket JA, Winebarger EE, Herndon AL, et al. (2012) D-cycloserine improves sociability and spontaneous stereotypic behaviors in 4-week old mice. Brain Res 1439: 96-107.
  109. Posey DJ, Kem DL, Swiezy NB, Sweeten TL, Wiegand RE, et al. (2004) A pilot study of D-cycloserine in subjects with autistic disorder. Am J Psychiatry 161: 2115-2117.
  110. Zhang XY, Zhou DF, Cao LY, Zhang PY, Wu GY, et al. (2004) Changes in serum interleukin-2, -6, and -8 levels before and during treatment with risperidone and haloperidol: relationship to outcome in schizophrenia. J Clin Psychiatry 65: 940-947.
  111. Kim DJ, Kim W, Yoon SJ, Go HJ, Choi BM, et al. (2001) Effect of risperidone on serum cytokines. Int J Neurosci 111: 11-19.
  112. Chen ML, Tsai TC, Wang LK, Lin YY, Tsai YM, et al. (2012) Risperidone modulates the cytokine and chemokine release of dendritic cells and induces TNF-a-directed cell apoptosis in neutrophils. Int Immunopharmacol 12: 197-204.
  113. Chen ML, Tsai TC, Lin YY, Tsai YM, Wang LK, et al. (2011) Antipsychotic drugs suppress the AKT/NF-?B pathway and regulate the differentiation of T-cell subsets. Immunol Lett 140: 81-91.
  114. Ching H, Pringsheim T (2012) Aripiprazole for autism spectrum disorders (ASD). Cochrane Database Syst Rev 5:CD009043.
  115. Cecchelli C, Grassi G, Pallanti S (2010) Aripiprazole Improves Depressive Symptoms and Immunological Response to Antiretroviral Therapy in an HIV-Infected Subject with Resistant Depression. Case Report Med 2010: 836214.
  116. Frick LR, Rapanelli M, Cremaschi GA, Genaro AM (2009) Fluoxetine directly counteracts the adverse effects of chronic stress on T cell immunity by compensatory and specific mechanisms. Brain Behav Immun 23: 36-40.
  117. Basterzi AD, Yazici K, Buturak V, Cimen B, Yazici A, et al.(2010) Effects of venlafaxine and fluoxetine on lymphocyte subsets in patients with major depressive disorder: a flow cytometric analysis. Prog Neuropsychopharmacol Biol Psychiatry 34: 70-75.
  118. Rogóz Z, Kubera M, Rogóz K, Basta-Kaim A, Budziszewska B (2009) Effect of co-administration of fluoxetine and amantadine on immunoendocrine parameters in rats subjected to a forced swimming test. Pharmacol Rep 61: 1050-1060.
  119. Núñez MJ, Balboa J, Rodrigo E, Brenlla J, González-Peteiro M, et al. (2006) Effects of fluoxetine on cellular immune response in stressed mice. Neurosci Lett 396: 247-251.
  120. Hollander E, Soorya L, Chaplin W, Anagnostou E, Taylor BP, et al. (2012) A double-blind placebo-controlled trial of fluoxetine for repetitive behaviors and global severity in adult autism spectrum disorders. Am J Psychiatry 169: 292-299.
  121. Nicolson R, Craven-Thuss B, Smith J (2006) A prospective, open-label trial of galantamine in autistic disorder. J Child Adolesc Psychopharmacol 16: 621-629.
  122. Hardan AY, Handen BL (2002) A retrospective open trial of adjunctive donepezil in children and adolescents with autistic disorder. J Child Adolesc Psychopharmacol 12: 237-241.
  123. Pavlov VA, Parrish WR, Rosas-Ballina M, Ochani M, Puerta M, et al. (2009) Brain acetylcholinesterase activity controls systemic cytokine levels through the cholinergic anti-inflammatory pathway. Brain Behav Immun 23: 41-45.
  124. Boris M, Kaiser CC, Goldblatt A, Elice MW, Edelson SM, et al. (2007) Effect of pioglitazone treatment on behavioral symptoms in autistic children. J Neuroinflammation 4: 3.
Citation: Hsiao EY, Patterson PH (2012) Immune Involvement in Autism Spectrum Disorder as a Basis for Animal Models. Autism S1:003.

Copyright: © 2012 Hsiao EY, et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Top