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Science | 2013

Global Epigenomic Reconfiguration During Mammalian Brain Development

Ryan Lister; Eran A. Mukamel; Joseph R. Nery; Mark A. Urich; Clare A. Puddifoot; Nicholas D. Johnson; Jacinta Lucero; Yun Huang; Andrew J. Dwork; Matthew D. Schultz; Miao Yu; Julian Tonti-Filippini; Holger Heyn; Shijun Hu; Joseph C. Wu; Anjana Rao; Manel Esteller; Chuan He; Fatemeh Haghighi; Terrence J. Sejnowski; M. Margarita Behrens; Joseph R. Ecker

Introduction Several lines of evidence point to a key role for dynamic epigenetic changes during brain development, maturation, and learning. DNA methylation (mC) is a stable covalent modification that persists in post-mitotic cells throughout their lifetime, defining their cellular identity. However, the methylation status at each of the ~1 billion cytosines in the genome is potentially an information-rich and flexible substrate for epigenetic modification that can be altered by cellular activity. Indeed, changes in DNA methylation have been implicated in learning and memory, as well as in age-related cognitive decline. However, little is known about the cell type–specific patterning of DNA methylation and its dynamics during mammalian brain development. The DNA methylation landscape of human and mouse neurons is dynamically reconfigured through development. Base-resolution analysis allowed identification of methylation in the CG and CH context (H = A, C, or T). Unlike other differentiated cell types, neurons accumulate substantial mCH during the early years of life, coinciding with the period of synaptogenesis and brain maturation. Methods We performed genome-wide single-base resolution profiling of the composition, patterning, cell specificity, and dynamics of DNA methylation in the frontal cortex of humans and mice throughout their lifespan (MethylC-Seq). Furthermore, we generated base-resolution maps of 5-hydroxymethylcytosine (hmC) in mammalian brains by TAB-Seq at key developmental stages, accompanied by RNA-Seq transcriptional profiling. Results Extensive methylome reconfiguration occurs during development from fetal to young adult. In this period, coincident with synaptogenesis, highly conserved non-CG methylation (mCH) accumulates in neurons, but not glia, to become the dominant form of methylation in the human neuronal genome. We uncovered surprisingly complex features of brain cell DNA methylation at multiple scales, first by identifying intragenic methylation patterns in neurons and glia that distinguish genes with cell type–specific activity. Second, we report a novel mCH signature that identifies genes escaping X-chromosome inactivation in neurons. Third, we find >100,000 developmentally dynamic and cell type–specific differentially CG-methylated regions that are enriched at putative regulatory regions of the genome. Finally, whole-genome detection of 5-hydroxymethylcytosine (hmC) at single-base resolution revealed that this mark is present in fetal brain cells at locations that lose CG methylation and become activated during development. CG-demethylation at these hmC-poised loci depends on Tet2 activity. Discussion Whole-genome single-base resolution methylcytosine and hydroxymethylcytosine maps revealed profound changes during frontal cortex development in humans and mice. These results extend our knowledge of the unique role of DNA methylation in brain development and function, and offer a new framework for testing the role of the epigenome in healthy function and in pathological disruptions of neural circuits. Overall, brain cell DNA methylation has unique features that are precisely conserved, yet dynamic and cell-type specific. Epigenetic Brainscape Epigenetic modifications and their potential changes during development are of high interest, but few studies have characterized such differences. Lister et al. (1237905, published online 4 July; see the Perspective by Gabel and Greenberg) report whole-genome base-resolution analysis of DNA cytosine modifications and transcriptome analysis in the frontal cortex of human and mouse brains at multiple developmental stages. The high-resolution mapping of DNA cytosine methylation (5mC) and one of its oxidation derivatives (5hmC) at key developmental stages provides a comprehensive resource covering the temporal dynamics of these epigenetic modifications in neurons compared to glia. The data suggest that methylation marks are dynamic during brain development in both humans and mice. A genome-wide map shows that DNA methylation in neurons and glial cells changes during development in humans and mice. [Also see Perspective by Gabel and Greenberg] DNA methylation is implicated in mammalian brain development and plasticity underlying learning and memory. We report the genome-wide composition, patterning, cell specificity, and dynamics of DNA methylation at single-base resolution in human and mouse frontal cortex throughout their lifespan. Widespread methylome reconfiguration occurs during fetal to young adult development, coincident with synaptogenesis. During this period, highly conserved non-CG methylation (mCH) accumulates in neurons, but not glia, to become the dominant form of methylation in the human neuronal genome. Moreover, we found an mCH signature that identifies genes escaping X-chromosome inactivation. Last, whole-genome single-base resolution 5-hydroxymethylcytosine (hmC) maps revealed that hmC marks fetal brain cell genomes at putative regulatory regions that are CG-demethylated and activated in the adult brain and that CG demethylation at these hmC-poised loci depends on Tet2 activity.


Neuropsychopharmacology | 2009

Antidepressants increase neural progenitor cells in the human hippocampus

Maura Boldrini; Mark D. Underwood; René Hen; Gorazd Rosoklija; Andrew J. Dwork; J. John Mann; Victoria Arango

Selective serotonin reuptake inhibitors (SSRIs) and tricyclic antidepressants (TCAs) increase neurogenesis in the dentate gyrus (DG) of rodents and nonhuman primates. We determined whether SSRIs or TCAs increase neural progenitor (NPCs) and dividing cells in the human DG in major depressive disorder (MDD). Whole frozen hippocampi from untreated subjects with MDD (N=5), antidepressant-treated MDD (MDDT, N=7), and controls (C, N=7) were fixed, sectioned, and immunostained for NPCs and dividing cell markers (nestin and Ki-67, respectively), NeuN and GFAP, in single and double labeling. NPC and dividing cell numbers in the DG were estimated by stereology. Clinical data were obtained by psychological autopsy, and by toxicological and neuropathological examination performed on all subjects. NPCs decreased with age (p=0.034). Females had more NPCs than males (p=0.023). Correcting for age and sex, MDDT receiving SSRIs had more NPCs than untreated MDD (p⩽0.001) and controls (p⩽0.001), NPCs were not different in SSRI- and TCA-treated MDDT (p=0.169). Dividing cell number, unaffected by age or sex, was greater in MDDT receiving TCAs than in untreated MDD (p⩽0.001), SSRI-treated MDD (p=0.001), and controls (p⩽0.001). The increase of NPCs and dividing cells in MDDT was localized to the rostral DG. MDDT had a larger DG volume compared with untreated MDD or controls (p=0.009). Antidepressants increase NPC number in the anterior human DG. Whether this finding is critical or necessary for the antidepressants effect remains to be determined.


The Journal of Neuroscience | 2007

Antidepressant-induced neurogenesis in the hippocampus of adult nonhuman primates

Tarique D. Perera; Jeremy D. Coplan; Sarah H. Lisanby; Cecilia M. Lipira; Mohamed Arif; Cristina Carpio; Gila Spitzer; Luca Santarelli; Bruce Scharf; René Hen; Gorazd Rosoklija; Harold A. Sackeim; Andrew J. Dwork

New neurons are generated in the adult hippocampus of many species including rodents, monkeys, and humans. Conditions associated with major depression, such as social stress, suppress hippocampal neurogenesis in rodents and primates. In contrast, all classes of antidepressants stimulate neuronal generation, and the behavioral effects of these medications are abolished when neurogenesis is blocked. These findings generated the hypothesis that induction of neurogenesis is a necessary component in the mechanism of action of antidepressant treatments. To date, the effects of antidepressants on newborn neurons have been reported only in rodents and tree shrews. This study examines whether neurogenesis is increased in nonhuman primates after antidepressant treatment. Adult monkeys received repeated electroconvulsive shock (ECS), which is the animal analog of electroconvulsive therapy (ECT), the most effective short-term antidepressant. Compared with control conditions, ECS robustly increased precursor cell proliferation in the subgranular zone (SGZ) of the dentate gyrus in the monkey hippocampus. A majority of these precursors differentiated into neurons or endothelial cells, while a few matured into glial cells. The ECS-mediated induction of cell proliferation and neurogenesis was accompanied by increased immunoreactivity for the neuroprotective gene product BCL2 (B cell chronic lymphocytic lymphoma 2) in the SGZ. The ECS interventions were not accompanied by increased hippocampal cell death or injury. This study demonstrates that ECS is capable of inducing neurogenesis in the nonhuman primate hippocampus and supports the possibility that antidepressant interventions produce similar alterations in the human brain.


Neuron | 2014

Loss of mTOR-Dependent Macroautophagy Causes Autistic-like Synaptic Pruning Deficits

Guomei Tang; Kathryn Gudsnuk; Sheng-Han Kuo; Marisa L. Cotrina; Gorazd Rosoklija; Alexander A. Sosunov; Mark S. Sonders; Ellen Kanter; Candace Castagna; Ai Yamamoto; Zhenyu Yue; Ottavio Arancio; Bradley S. Peterson; Frances A. Champagne; Andrew J. Dwork; James E. Goldman; David Sulzer

Developmental alterations of excitatory synapses are implicated in autism spectrum disorders (ASDs). Here, we report increased dendritic spine density with reduced developmental spine pruning in layer V pyramidal neurons in postmortem ASD temporal lobe. These spine deficits correlate with hyperactivated mTOR and impaired autophagy. In Tsc2 ± ASD mice where mTOR is constitutively overactive, we observed postnatal spine pruning defects, blockade of autophagy, and ASD-like social behaviors. The mTOR inhibitor rapamycin corrected ASD-like behaviors and spine pruning defects in Tsc2 ± mice, but not in Atg7(CKO) neuronal autophagy-deficient mice or Tsc2 ± :Atg7(CKO) double mutants. Neuronal autophagy furthermore enabled spine elimination with no effects on spine formation. Our findings suggest that mTOR-regulated autophagy is required for developmental spine pruning, and activation of neuronal autophagy corrects synaptic pathology and social behavior deficits in ASD models with hyperactivated mTOR.Developmental alterations of excitatory synapses are implicated in autism spectrum disorders (ASDs). Here, we report increased dendritic spine density with reduced developmental spine pruning in layer V pyramidal neurons in postmortem ASD temporal lobe. These spine deficits correlate with hyperactivated mTOR and impaired autophagy. In Tsc2 ± ASD mice where mTOR is constitutively overactive, we observed postnatal spine pruning defects, blockade of autophagy, and ASD-like social behaviors. The mTOR inhibitor rapamycin corrected ASD-like behaviors and spine pruning defects in Tsc2 ± mice, but not in Atg7(CKO) neuronal autophagy-deficient mice or Tsc2 ± :Atg7(CKO) double mutants. Neuronal autophagy furthermore enabled spine elimination with no effects on spine formation. Our findings suggest that mTOR-regulated autophagy is required for developmental spine pruning, and activation of neuronal autophagy corrects synaptic pathology and social behavior deficits in ASD models with hyperactivated mTOR.


Neurology | 1986

Transthyretin: A choroid plexus‐specific transport protein in human brain: The 1986 S. Weir Mitchell Award

Joseph Herbert; Josiah N. Wilcox; Kim-Thu C. Pham; Robert T. Fremeau; Massimo Zeviani; Andrew J. Dwork; Dianne Robert Soprano; Adina Makover; DeWitt S. Goodman; Earl A. Zimmerman; James L. Roberts; Eric A. Schon

Plasma transthyretin (TTR, formerly called prealbumin) is a 55-kd protein that participates in the plasma transport of both thyroxine and retinol (vitamin A). TTR concentrations are disproportionately high in human ventricular CSF, suggesting that TTR is either selectively transported across or synthesized de novo within the blood-CSF barrier. To address this question, we adopted a molecular genetic approach; after isolating a cDNA clone encoding human TTR, we previously demonstrated specific TTR messenger RNA (mRNA) synthesis in rat choroid plexus. We have now extended these investigations to the human brain. Northern analysis of postmortem brain homogenates revealed abundant TTR mRNA in choroid plexus, but not in cerebellum or cerebral cortex. Choroid plexus mRNA was readily translated into TTR preprotein in an in vitro translation system. An immunocytochemical survey of human postmortem brain sections revealed the presence of TTR protein specifically and uniquely in the cytoplasm of choroid plexus epithelial cells; these results were corroborated at the mRNA level by an extensive survey of whole rat-brain sections by in situ hybridization. Therefore, within the mammalian CNS, TTR is the first known protein synthesized solely by the choroid plexus, suggesting a special role for TTR in the brain or CSF. Whether this function differs from its established plasma transport functions is presently unknown.


Neuroscience | 1999

Synaptic and plasticity-associated proteins in anterior frontal cortex in severe mental illness

William G. Honer; P. Falkai; C. Chen; Victoria Arango; J. John Mann; Andrew J. Dwork

Abnormalities of proteins involved in neurotransmission and neural plasticity at synapses are reported in schizophrenia, and may be markers of dysregulated neural connectivity in this illness. Studies of brain development and neural regeneration indicate a dynamic interplay between neural and oligodendroglial mechanisms in regulating synaptic plasticity and axonal sprouting. In the present study, markers of synapses (synaptophysin), plasticity (growth-associated protein-43) and oligodendrocytes (myelin basic protein) were investigated in anterior frontal cortex homogenates from individuals with schizophrenia and depression. Synaptophysin immunoreactivity was reduced in schizophrenics who died of natural causes relative to controls. Myelin basic protein immunoreactivity was decreased in both schizophrenics and depressed individuals who died by suicide. Overall, no changes were observed in growth-associated protein-43 immunoreactivity. However, a slight increase in immunoreactivity in depressed suicides relative to control was observed. These findings support the hypothesis that synaptic abnormalities are a substrate for disordered connectivity in severe mental illness, and suggest that synaptic-oligodendroglial interactions may contribute to the mechanism of dysregulation in certain cases.


The Journal of Neuroscience | 2008

Type III Neuregulin-1 Is Required for Normal Sensorimotor Gating, Memory-Related Behaviors, and Corticostriatal Circuit Components

Ying-Jiun J. Chen; Madeleine Johnson; Michael D. Lieberman; Rose E. Goodchild; Scott A. Schobel; Nicole M. Lewandowski; Gorazd Rosoklija; Ruei-Che Liu; Jay A. Gingrich; Scott A. Small; Holly Moore; Andrew J. Dwork; David A. Talmage; Lorna W. Role

Neuregulin-1 (Nrg1)/erbB signaling regulates neuronal development, migration, myelination, and synaptic maintenance. The Nrg1 gene is a schizophrenia susceptibility gene. To understand the contribution of Nrg1 signaling to adult brain structure and behaviors, we studied the regulation of type III Nrg1 expression and evaluated the effect of decreased expression of the type III Nrg1 isoforms. Type III Nrg1 is transcribed by a promoter distinct from those for other Nrg1 isoforms and, in the adult brain, is expressed in the medial prefrontal cortex, ventral hippocampus, and ventral subiculum, regions involved in the regulation of sensorimotor gating and short-term memory. Adult heterozygous mutant mice with a targeted disruption for type III Nrg1 (Nrg1tm1.1Lwr+/−) have enlarged lateral ventricles and decreased dendritic spine density on subicular pyramidal neurons. Magnetic resonance imaging of type III Nrg1 heterozygous mice revealed hypofunction in the medial prefrontal cortex and the hippocampal CA1 and subiculum regions. Type III Nrg1 heterozygous mice also have impaired performance on delayed alternation memory tasks, and deficits in prepulse inhibition (PPI). Chronic nicotine treatment eliminated differences in PPI between type III Nrg1 heterozygous mice and their wild-type littermates. Our findings demonstrate a role of type III Nrg1 signaling in the maintenance of corticostriatal components and in the neural circuits involved in sensorimotor gating and short-term memory.


PLOS ONE | 2011

Necessity of Hippocampal Neurogenesis for the Therapeutic Action of Antidepressants in Adult Nonhuman Primates

Tarique D. Perera; Andrew J. Dwork; Kathryn A. Keegan; Lakshmi Thirumangalakudi; Cecilia M. Lipira; Niamh Joyce; Christopher S. Lange; J. Dee Higley; Gorazd Rosoklija; René Hen; Harold A. Sackeim; Jeremy D. Coplan

Background Rodent studies show that neurogenesis is necessary for mediating the salutary effects of antidepressants. Nonhuman primate (NHP) studies may bridge important rodent findings to the clinical realm since NHP-depression shares significant homology with human depression and kinetics of primate neurogenesis differ from those in rodents. After demonstrating that antidepressants can stimulate neurogenesis in NHPs, our present study examines whether neurogenesis is required for antidepressant efficacy in NHPs. Materials/Methodology Adult female bonnets were randomized to three social pens (N = 6 each). Pen-1 subjects were exposed to control-conditions for 15 weeks with half receiving the antidepressant fluoxetine and the rest receiving saline-placebo. Pen-2 subjects were exposed to 15 weeks of separation-stress with half receiving fluoxetine and half receiving placebo. Pen-3 subjects 2 weeks of irradiation (N = 4) or sham-irradiation (N = 2) and then exposed to 15 weeks of stress and fluoxetine. Dependent measures were weekly behavioral observations and postmortem neurogenesis levels. Results Exposing NHPs to repeated separation stress resulted in depression-like behaviors (anhedonia and subordinance) accompanied by reduced hippocampal neurogenesis. Treatment with fluoxetine stimulated neurogenesis and prevented the emergence of depression-like behaviors. Ablation of neurogenesis with irradiation abolished the therapeutic effects of fluoxetine. Non-stressed controls had normative behaviors although the fluoxetine-treated controls had higher neurogenesis rates. Across all groups, depression-like behaviors were associated with decreased rates of neurogenesis but this inverse correlation was only significant for new neurons in the anterior dentate gyrus that were at the threshold of completing maturation. Conclusion We provide evidence that induction of neurogenesis is integral to the therapeutic effects of fluoxetine in NHPs. Given the similarity between monkeys and humans, hippocampal neurogenesis likely plays a similar role in the treatment of clinical depression. Future studies will examine several outstanding questions such as whether neuro-suppression is sufficient for producing depression and whether therapeutic neuroplastic effects of fluoxetine are specific to antidepressants.


Biological Psychiatry | 2012

HIPPOCAMPAL ANGIOGENESIS AND PROGENITOR CELL PROLIFERATION ARE INCREASED WITH ANTIDEPRESSANT USE IN MAJOR DEPRESSION

Maura Boldrini; René Hen; Mark D. Underwood; Gorazd Rosoklija; Andrew J. Dwork; J. John Mann; Victoria Arango

BACKGROUND Adult neurogenesis is coupled to angiogenesis in neurogenic niches in the dentate gyrus (DG) and increased by antidepressants in rodents. We hypothesized that, in major depressive disorder (MDD), antidepressants increase neural progenitor cells (NPCs) and capillaries in the human DG. METHODS Neural progenitor cells and capillaries, detected on hippocampal sections by immunohistochemistry for neural stem cell protein, were quantified by stereology in matched MDDs (untreated, n = 12), MDD treated with selective serotonin reuptake inhibitors (MDD*SSRI, n = 6) or tricyclic antidepressants (MDD*TCA, n = 6), and nonpsychiatric control subjects (n = 12), all confirmed by psychological autopsy. RESULTS The MDD*SSRI had a larger capillary area and more NPCs versus MDDs (p = .034 and p = .008, respectively) and control subjects (p = .010 and p = .002, respectively) in the whole DG, more NPCs in the anterior (pes, p = .042) and central (midbody, p = .004) DG, and greater capillary area in the pes (p = .002) and midbody (p = .021). The NPC number and capillary area correlated positively in the whole sample (R2 = .454, p < .001) and in treated subjects (R2 = .749, p = .001). We found no NPCs or antidepressant-related angiogenesis in CA1 and parahippocampal gyrus. The DG volume correlated positively with NPC number (p = .004) and capillary area (p < .001) and differed between groups in whole hippocampus (p = .013) and midbody (p = .036). Age negatively correlated with NPC number (p = .042), capillary area (p = .037), and bifurcations (p = .030). No gender effect was detected. CONCLUSIONS Antidepressants increase human hippocampal NPCs and angiogenesis selectively in the anterior and mid DG. These results raise the possibility of a causal relationship between angiogenesis and neurogenesis, as seen in other proliferating tissues, and support their possible role in the mechanism of action of antidepressants.


Neuroscience | 1988

Nonidentical distribution of transferrin and ferric iron in human brain

Andrew J. Dwork; Eric A. Schon; J. Herbert

Using the avidin-biotin immunoperoxidase technique and a diaminobenzidine intensification of the Prussian Blue method, we have compared the distribution of transferrin to that of ferric iron in five normal autopsy brains from adult human males. The observed distribution of transferrin was considerably more widespread than: (1) that of histochemically demonstrable ferric iron; (2) that reported for transferrin in the fetal and neonatal human brain; and (3) that reported for transferrin in other species. Transferrin immunoreactivity was present in neurons, oligodendrocytes, astrocytes, ependymal cells, and choroid plexus epithelial cells, although not in all cells of any type. Ferric iron, on the other hand, was demonstrable only in oligodendrocytes, in myelin sheaths, and possibly in axons. While staining for both transferrin and iron was relatively high in the basal ganglia and substantia nigra, the pattern of staining differed, with striatal efferent fibers staining more heavily than the neuropil for iron and less heavily than the neuropil for transferrin. The choroid plexus, which in the rat has been shown to synthesize transferrin, stained heavily for transferrin and not at all for iron. The findings of low iron and high transferrin in the choroid plexus suggest that the plexus may secrete transferrin into the cerebrospinal fluid, thereby facilitating the translocation of iron within the neuraxis. Furthermore, the nonidentical distribution of ferric iron and transferrin suggests that, in the human brain, transferrin may serve other functions besides the transport of iron from extracellular fluid to cytoplasm.

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J. John Mann

University of Pittsburgh

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Jeremy D. Coplan

SUNY Downstate Medical Center

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