Abstract
The maturation of excitatory transmission comes about through a developmental period in which dendritic spines are highly motile and their number, form and size are rapidly changing. Surprisingly, although these processes are crucial for the formation of cortical circuitry, little is known about possible alterations of these processes in brain disease. By means of acute in vivo 2-photon imaging we show that the dynamic properties of dendritic spines of layer V cortical neurons are deeply affected in a mouse model of Rett syndrome (RTT) at a time around P25 when the neuronal phenotype of the disease is still mild. Then, we show that 24h after a subcutaneous injection of IGF-1 spine dynamics is restored. Our study demonstrates that spine dynamics in RTT mice is severely impaired early during development and suggest that treatments for RTT should be started very early in order to reestablish a normal period of spine plasticity.
Rett syndrome (RTT) is a neurodevelopmental disorder characterized by a period of apparently normal development of 6–18 months followed by regression and onset of a variety of symptoms including motor abnormalities, mental retardation, epilepsy and anxiety1. Most cases of RTT involve mutations of methyl-CpG-binding protein 2 (MeCP2), a gene encoding a methylated DNA-binding protein that regulates gene transcription, mRNA splicing and chromatin structure2. However, how these genetic defects translate into RTT symptoms is still unknown. It has been proposed that synaptic alterations constitute a main substrate of the disease symptoms3,4, but only subtle alterations of neuronal density, dendritic arborisation and number of dendritic spines (the main site of excitatory synapses) were found in both patients5,6 and mouse models in which MeCP2 has been deleted7. So far, the available studies7 have been performed in fixed tissue thus not allowing the visualization of the dynamic processes underlying juvenile dendritic spine maturation. These involve the formation and removal of highly motile filopodia that can be stabilized and transformed into more stable mature spines. These processes can occur in a time scale of minutes and they are altered in response to manipulations that do not lead to manifest variations of spine density, suggesting that the short-time dynamic regulation of spine structure plays an important role in shaping connectivity of neural circuits8. To fill this gap, we analyzed dendritic spine dynamics in somatosensory cortex by 2-photon time lapse imaging in MeCP2 null mice crossed with Thy-GFP line9,10. At the onset of the disease (3–4 weeks of age11,12) we found deep alterations in the dynamics of dendritic spines and filopodia. Later on at P40 when the maturation of the connectivity in the somatosensory cortex is complete, the dynamics of dendritic spines in RTT mice was identical to control, although a reduction in spine density was observed in mutants. Finally, we found that 24 hrs after a single subcutaneous injection of IGF-1, a molecule known to pass the blood brain barrier (BBB13) and of proposed therapeutic potential in RTT14,15,16, spine motility was completely restored in the cerebral cortex of RTT mice.
Results
We crossed the MeCP2 null-mutants9 with a mouse line expressing green fluorescent protein (GFP) in a sparse subset of layer V pyramidal neurons (GFP-M line; 10). Initially we analyzed juvenile (P25-26) GFP-MeCP2-KO mice (RTT mice), at a time that precedes the onset of evident RTT neurological symptoms11,12. We found that the general architecture of layer V pyramids was normal but the density of dendritic spines and filopodia was reduced in mutant mice. Also the length of spines was slightly but significantly shorter when compared with controls (Fig. 1). These data emerge both from images obtained in fixed tissue (Fig. 1B) and in vivo (Fig. 1C), thus indicating that the GFP-MeCP2-KO mice show a reduction of the density of dendritic spines, as previously reported for the MeCP2-KO mice7 and that the conditions of in vivo imaging do not alter the basic morphometric characteristics of dendritic spines. Moreover, these data confirms that synaptic connectivity in the cortex of RTT mice might be already impaired at this early developmental stage7. Then, we proceeded to measure the short time dynamics of dendritic spines in the RTT mice by means of 2-photon imaging through a cranial window. After identification of a suitable dendrite, we acquired z-stacks of the selected fields at 5 min interval over a period of 50–60 min (Fig. 2A). Time lapse imaging revealed a dramatic effect of the MeCP2 deletion on the short time structural plasticity of spines (see also Supplementary Video V1 and V2 online). In RTT mice motility of dendritic spines (expressed as variation of length) was severely reduced (Fig. 2B). The observed reduction was largely due to a decreased fraction of filopodia and to their great stability compared to control. In the subset of spines with a clearly defined head, we measured its volume in each temporal frame, and the distribution of the fluctuations of the head volume for both control and RTT mice are shown in Fig. 2C. It is clear that the spine head volume is far more stable in the cortex of MeCP2 mutants compared with control mice. In summary, these data demonstrate that both filopodia and more mature spines are affected by MeCP2 deletion. Fluctuations of length and volume report two different functional properties of dendritic spines, being the length correlated with connectivity and with the spine-dendrite coupling, while the head volume is correlated to the size of the postsynaptic density and with synaptic strength17,18,19,20. These parameters are uncorrelated in our sample, as also shown in previous work on normal mice (Fig. 2D; 20). During normal cortical development, filopodia almost disappear, spines reach their mature form and structural stability increases: thus we expected that the differences in motility observed at P25 would fade away later on as the circuitry stabilizes. Indeed, time lapse imaging performed in P40 mice showed that at this age spine motility in control mice is decreased to levels comparable to the MeCP2 null mice (Fig. 3), whereas spine density remains significantly impaired in MeCP2 mutants. Thus, the deletion of MeCP2 impairs spine motility during the critical period for cortical plasticity and synaptogenesis. The impact of MeCP2 loss of function on early development suggests that any treatment directed at attenuating RTT condition should be performed during the critical period for cortical plasticity. IGF-1 is required for the maintenance of dendritic spines in the adult cerebellum21, and it has been shown to improve the RTT symptoms in the MeCP2 null mice16. We wondered whether IGF-1 might also act early during postnatal development on the short-term dynamics of dendritic spines. Mice have been treated with a single injection of the long form of IGF-1 24 h before two-photon imaging (Fig. 4A; 22). The morphometric analysis of these data evidenced a recovery in spine length and no effects on spine density after IGF-1 treatment (Fig. 4B). Furthermore, we observed a complete recovery in dendritic spine dynamics tested both by the fluctuation of spine length and by the fluctuation of the volume of the spine head (Fig. 4C, and Supplementary Video V3 online). Although filopodia density showed a small but not significant increment, their stability was drastically modified by IGF-1 treatment. Stability of each filopodia has been quantified by computing a coefficient defined as the number of frames in which each filopodia is visible divided by the total sequence length: thus a coefficient of 1 means that the filopodia is present during the entire imaging session. The distribution of filopodia coefficients of stability (Fig. 4D) shows that in the RTT mice 90% of filopodia are present during the entire imaging period whereas in controls this percentage is only 40%. The treatment with IGF-1 strongly increased filopodia turnover in the RTT mice to 60%, control becoming similar to that of mice. Interestingly, the IGF-1 treatment did not cause any change in spine motility in control wild type mice, possibly indicating that IGF-1 availability is not the rate limiting factor of the processes controlling structural plasticity during normal development (Fig. 4C).
Discussion
Our experiments have shown that the dynamic properties of dendritic spines in cortical pyramidal neurons are deeply affected by MeCP2 mutations suggesting that synaptic defects in RTT are even more complex than what was previously indicated by neuroanatomical studies. Indeed, an anomalous cortical circuitry is established in the cortex of RTT mice even before the full appearance of the neurophysiological expression of RTT. The impairment of the cellular mechanisms regulating short-term dynamics of dendritic spines and filopodia occurs early during the postnatal development, in a critical window for cortical plasticity and synaptogenesis. Thus, the alterations in spine development should prevent the normal formation and maturation of synaptic connectivity. MeCP2 loss-of-function mutation has also been associated with several other neurodevelopmental disorders, i.e. epilepsy, Angelman syndrome, autism, infantile encephalopathy, juvenile onset of schizophrenia, Parkinsonism and X-linked mental retardation in both male and females1. Therefore, impairments in spine short-time structural plasticity could represent a common pathogenic trait in several brain disease. IGF-1 is a growth factor important for brain development and plasticity13 widely expressed in the CNS during normal development23 that strongly promotes neuronal cell survival, synaptic maturation23,24, and functional plasticity in the developing cortex25. The putative relationship between RTT and IGF-1 is highlighted by the observations that IGF-1 concentration is lower in the cerebrospinal fluid of autistic children26 and that MeCP2 regulates directly the expression of the insulin-like growth factor binding protein 3, thus regulating IGF-1 action27. Indeed, its pharmacological potential is enhanced by the ability to pass the BBB (26,13), property not shared by other trophic factors, such as BDNF28. IGF-1 is capable of crossing the BBB, both in the tri-peptide form1,2,3 IGF-129 and in the long form30,31,32,33,34. Notably, the BBB architecture is well suited to transport serum IGF-1 into the brain, although the details of this process are still incomplete. Both brain vessels, choroid plexus epithelium and perivascular glial end-feet express IGF-1 receptors35,36, thus IGF-1 is transferred by endothelial cells into the perivascular space surrounded by glial end-feet able to endocytose IGF-137. Finally, IGF-1 could be transferred to adjacent neurons through trans-endocytosis or a related process. In conclusion, the established vision is that IGF-1 can move into the brain through two ways: serum IGF-1 passes into the CSF by physiological oscillations in blood IGF-1 levels32 in a tonic modality even if, serum IGF-1 levels usually remain very steady. A second proposed mechanism involves the regulated passage of serum IGF-1 through an activity-dependent mechanism13.
Here, we have shown that IGF-1 acts on dendritic spines early in development, during the period of enhanced structural plasticity. Interestingly, the effects of IGF-1 treatment were present already one day after injection. At this time, we observed no recovery of spine density, but the increased turnover of filopodia suggests that as the treatment progresses, more spines could be added to the dendrites16. The cellular details of IGF-1 action are not completely clarified and the mechanisms altered in the MeCP2-KO mouse and that are rescued by IGF-1 are still unknown. We can envision two different lines of actions, that may, to some extent, coexist. 1) IGF-1 acts on synaptic transmission by converging on the signalling pathways of PI3K/pAkt/PSD-9538 and MAPK39, similarly to BDNF. Indeed, both pAkt signalling40 and BDNF expression are impaired in MeCP2 null mice41 and different mutations in MeCP2 correlates with different expression levels of BDNF and with a specific severity of RTT in general42,41. Thus, exogenous IGF-1 might act by vicariating the reduced signalling of BDNF. Specifically, IGF-1 has been shown to elevate excitatory postsynaptic currents significantly43: the action of IGF-1 on excitatory transmission, is strongly implied by the fact that treating with IGF-1 neurons cultured from patients carrying different MeCP2 mutations, resulted in an increase in glutamatergic synapse number, suggesting that the drug treatment could correct defective excitatory transmission44.
2) It is also possible that IGF-1 might act more directly on spine dynamics, by contributing to the regulation of actin. In muscle cells it has been shown that IGF-1 modulates the activity of N-WASP resulting in enhanced actin filament formation45. Since, N-WASP is also a crucial regulator of actin during spine formation and plasticity46 the possibility arises that actin based motility might be directly influenced by IGF-1 availability. In summary, our study has shown that structural plasticity is impaired in the MeCP2 mouse, at a time in which cortical circuitry is refined by experience. Then we have shown that the pharmacological treatment with IGF-1 can recover most of the deficit of structural plasticity. Our results indicate that time lapse imaging of the short-time dynamics of dendritic spines can be used as a powerful screening tool for designing therapeutic strategies targeting pathologies where structural plasticity is impaired. Finally, our data suggest that treatments should be administered early on during postnatal development, when cortical plasticity is still enhanced.
Methods
Preparation of the GFP-MeCP2+/− mice
All experimental procedures were carried out in compliance with the institutional guidelines of the Italian Ministry for Public Health. The GFP-MeCP2-KO mice were derived from heterozygous B6.129SF1-MeCP2tm1Jae knock-out females (MeCP2+/−)9. Females were originally crossed to C57BL6 for one generation, followed by breeding amongst offspring of the same generation with breeder changes, and were maintained on a mixed background to reduce mortality and to obtain the high numbers of mice required by the experiments. Age matched littermates were used in all experiments to control for possible effects of genetic background unrelated to the MeCP2 mutation47. MeCP2 +/− females were then crossed with Thy-1 GFP transgenic mice (line M10) and only mice expressing GFP at cortical level were used for this study. GFP control mice were separated from GFP-MeCP2-KO mice by PCR screening12. We employed only mice with an expression level of GFP high enough to provide a sufficient quality of the imaging.
Confocal microscopy on fixed tissue
GFP-MeCP2 null mice (N = 4) and GFP control littermates (N = 4) were anesthetized with an intraperitoneal injection of chloral hydrate and perfused with 4% paraformaldehyde in 0.1 M phosphate buffer (PB). Brains were post-fixed overnight in the same fixative solution, washed several times in 0.1 M PB and then cut coronally into 90-µm sections on a vibratome (Leica VT 1000S, Germany). Immunolabelling on free-floating sections with an antibody against GFP (1∶5000, rabbit, Synaptic Systems) was used to enhance GFP fluorescence signal. Briefly, sections were blocked for 1 hour at room temperature (RT) using a solution of 3% bovine serum albumin, 0.05% Triton X-100 and 10% normal goat serum (NGS) in phosphate buffer saline (PBS) and then incubated overnight at RT with anti-GFP antibody in a PBS solution containing 3% NGS and 0.05% Triton X-100. Sections were then washed in PBS and subsequently incubated with a fluorescent secondary antibody (Alexa488 goat anti-rabbit; 1∶1000) in a solution of 3% NGS, 0.05% Triton X-100 in PBS for 1 hour at RT, rinsed several times in PBS and finally mounted on glass slides with Dako fluorescent mounting medium. Sections were viewed with a confocal microscope (Zeiss LSM-5 Pascal, Germany) equipped with a 40× oil-immersion objective (pinhole: 1.0 Airy unit). At least 10 z-stack images consisting of 10–15 sections (512 × 512 pixels) spaced 0.5 µm apart were acquired in the layer II–III of the S1 cortex of each animal from distal tertiary branches (dendritic segment of length in the 35 to 60 µm range) of layer V pyramidal neurons as in 48. Dendritic segments and spines were analyzed quantitatively using ImageJ (NIH, USA, public domain) by an observer blind to the experimental conditions. Measure of spine density was performed on projected z-stack images and spine number was divided by the length of the dendritic segment to compute the density expressed as number of spines per micrometer. If dendritic spines were too packed to clearly separate them from each other, we turned to serial stack images to delineate individual spines. The measurement of spine neck length was performed on single-stack images and evaluated by measuring elongated fluorescent structures from the dendritic shaft to the beginning of the enlargement of the spine head. Dendritic protrusions showing a thin neck and finishing with no evident head enlargement were considered as filopodia. We matched the criteria used for spine identification in the experiment on fixed tissue and in-vivo.
Two-photon imaging
Pups born from 19 pregnant females were screened to obtain 20 males MeCP2-KO mice. From this population only 5 males MeCP2-KO provided usable imaging data, because of the high levels of mortality already described post-weaning and because of adverse reaction to anesthesia and surgery12. All experiments have been performed on mice aged P25-P26. Animals were oxygenated, kept warm and respiratory and cardiac rhythms were monitored during both surgery and imaging. Since Rett syndrome is frequently associated with respiratory problems and ipocapnia49, we took extreme care in the control of the anesthesia levels. The study included only mice that maintained stationary breathing and cardiac rhythm and that did not display any other experimental anomalies like dendritic blebbing or excessive edema. Imaging experiments could not be performed blind because Rett mice were smaller in size than wild type mice as reported by 3 and 12 and furthermore anesthetic dosage had to be regulated differently in Rett mice. Indeed, we determined that RTT mice required a smaller dose of averthine than the control littermates: 0.04 ml × 10g (RTT) versus 0.2 ml × 10g (control). A cranial window was implanted at P25-26 according to a protocol described in 8. Briefly, we opened a small craniotomy (about 4 mm of diameter) over the somatosensory cortex (2 mm posterior from bregma, 2 mm lateral from lambda) leaving the dura mater intact. The ECG was picked up by two tiny copper clips placed on the forelimbs. The signal was fed with shielded coaxial cables to a differential amplifier (NPI) and then to a custom made threshold discriminator that converted the heart beat waveform into a TTL signal used for imaging synchronization. Two-photon imaging was carried out on a dedicated 2-photon microscope (Ultima IV, Prairie Technology, Wisconsin) equipped with a 10 W laser (Coherent) tuned at 890 nm that delivered 30–50 mW at the sample. Imaging was restricted to the apical dendrites of layer V pyramidal neurons present in cortical layers II/III (50–150 μm below the cortical surface). Imaging was conducted for at least 50–60 min at an interval of 5 minutes and was interrupted if the mouse vital signs degraded. Images were acquired with a water immersion lens (Olympus, 60× NA 0.95) at a resolution of 512×512 pixels at zoom 4, leading to a field of 50.7×50.7 μm and a nominal linear resolution of about 0.1 μm/pixel. The stack step size was 0.75 μm. We selected the dendrites with the highest levels of GFP expression; moreover, we chose dendrites roughly parallel to the cortical surface to limit the depth of the z-stacks required to enclose the entire dendrite. The acquisition of each frame was synchronized to the hearth beat and this procedure strongly reduced the mechanical artifact produced by the pulsing brain circulation and improved the alignment of the image stacks.
Image analysis
Analysis of the imaging data was carried out using ImageJ. The optical sections of each stack were aligned to compensate for mechanical movements with a custom macro that used the RegStack plug in50. After alignment of the z-stack obtained at each time point, the length of each spine was measured starting from the tip along the neck to the center of the dendrite. These measures were performed with a custom software that allowed to move easily along the z-stack to identify the spine features on the sections of optimum focus. For each spine we obtained a temporal series holding the spine length at each time. Usually the motility is described by computing the mean value of the derivative of the length. Since this measure scales with the mean length of the dendritic spine and in RTT mice spines are shorter, we decided to estimate the spine motility as the standard deviation of the series normalized to the mean spine length. The head volume has been computed at each temporal point by normalizing the integrated fluorescence (after background subtraction) from a ROI draw around the spine head with the mean fluorescence of the nearby dendrite. This normalization compensates for instrumental variations and also allows to compare measures made on different mice that have different levels of GFP expression51. The variability of the spine head has been quantified as the standard deviation of the volume normalized to the mean volume of each spine head. This analysis has been performed only on the spines characterized by a clearly defined head.
IGF-1 treatment
Subcutaneous injections of IGF-1 were performed by using IGF-1 (IU100; 1.8 μg/g body weight; Biovision)52,53,54,55 in Rett null mice (n = 9). We performed a single injection of this factor 24h before imaging. According the concentration used in 22, we injected 6 μl of a solution made by 1 μl of IGF-1 dissolved in saline. Subcutaneous injections were performed using a catheter with a 20 gauge needle connected to a Hamilton syringe. Imaging was successful in 6 RTT mice and 5 control mice.
Statistics
Statistical analysis was performed by Student t-test using Origin 7 software (OriginLab Co., Northampton, MA) and Sigma Stat 3.0 (SPSS Inc.). Cumulative frequencies of dendritic spine neck, mean spines length, motility and spine head fluctuations in KO and WT mice were compared using, first, the normal distribution Kolmogorov–Smirnov (KS) fitting test and then KS two-sample tests for subsequent paired comparisons (http://www.physics.csbsju.edu/stats/KS-test.html).
Author Contributions
S.L., E.P., T.P., G.M.R. designed the study. E.M.B. and M.G. performed the experiments on fixed tissue. The in vivo imaging experiments have been performed by S.L. and E.P. under the supervision of G.M.R. S.L. and G.M.R. prepared the manuscript and all authors contributed to the final form.
Supplementary Material
Acknowledgments
We thank Paolo Orsini for custom software for spine motility analysis. Thanks for supporting this project to the following grants: FIRB 2003 Laboratorio nazionale sulle nanotecnologie per genomica e post-genomica (NG-Lab), Telethon Grant GGP07278 to G.M.R. and GGP09196 to T.P. and M.G., TLS-Toscana Life Sciences ‘Orphan diseases' to G.M.R., Firb FUTURO IN RICERCA2008-Miur to S.L. and the E-Rare EuroRett Consortium to T.P. and M.G. We acknowledge the help of other members of the lab, specifically of Marco Brondi, Sebastian Sulis Sato, Luisa de Vivo and Mariangela Panniello.
References
- Chahrour M. & Zoghbi H. Y. The story of Rett syndrome: from clinic to neurobiology. Neuron. 56, 422–37 (2007). [DOI] [PubMed] [Google Scholar]
- Bird A. The methyl-CpG-binding protein MeCP2 and neurological disease. Biochem. Soc. Trans. 36, 575–83 (2008). [DOI] [PubMed] [Google Scholar]
- Zoghbi H. Y. Postnatal neurodevelopmental disorders: meeting at the synapse? Science. 302, 826–830 (2003). [DOI] [PubMed] [Google Scholar]
- Boggio E. M., Lonetti G., Pizzorusso T., Giustetto M. Synaptic determinants of rett syndrome. Front. Syn. Neurosci. 2, 28 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Belichenko P. V., Oldfors A., Hagberg B. & Dahlström A. Rett syndrome: 3-D confocal microscopy of cortical pyramidal dendrites and afferents. Neuroreport. 5, 1509–13 (1994). [PubMed] [Google Scholar]
- Chapleau C. A. et al. Dendritic spine pathologies in hippocampal pyramidal neurons from Rett syndrome brain and after expression of Rett-associated MECP2 mutations. Neurobiol. Dis. 35, 219–33 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Belichenko P. V. et al. Widespread changes in dendritic and axonal morphology in Mecp2-mutant mouse models of Rett syndrome: evidence for disruption of neuronal networks. J. Comp. Neurol. 514, 240–258 (2009). [DOI] [PubMed] [Google Scholar]
- Holtmaat A. et al. Long-term, high-resolution imaging in the mouse neocortex through a chronic cranial window. Nat. Protoc. 4, 1128–44 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen R. Z., Akbarian S., Tudor M. & Jaenisch R. . Deficiency of methyl-CpG binding protein-2 in CNS neurons results in a Rett-like phenotype in mice. Nat Genet 27, 327–31 (2001). [DOI] [PubMed] [Google Scholar]
- Feng G. et al. Imaging neuronal subsets in transgenic mice expressing multiple spectral variants of GFP. Neuron. 28, 41–51 (2000). [DOI] [PubMed] [Google Scholar]
- Stearns N. A., Schaevitz L. R., Bowling H., Nag N., Berger U. V. & Berger-Sweeney J. Behavioral and anatomical abnormalities in Mecp2 mutant mice: a model for Rett syndrome. Neuroscience. 146, 907–21 (2007). [DOI] [PubMed] [Google Scholar]
- Lonetti G. et al. Early environmental enrichment moderates the behavioral and synaptic phenotype of MeCP2 null mice. Biol. Psychiatry. 67, 657–65 (2010). [DOI] [PubMed] [Google Scholar]
- Nishijima T. et al. Neuronal activity drives localized blood-brain-barrier transport of serum insulin-like growth factor-I into the CNS. Neuron. 67, 834–46 (2010). [DOI] [PubMed] [Google Scholar]
- Riikonen R. Neurotrophic factors in the pathogenesis of Rett syndrome. J. Child. Neurol. 18, 693–7 (2003). [DOI] [PubMed] [Google Scholar]
- Riikonen R. Insulin-like growth factor delivery across the blood-brain barrier. Potential use of IGF-1 as a drug in child neurology. Chemotherapy. 52, 279–81 (2006). [DOI] [PubMed] [Google Scholar]
- Tropea D. et al. Partial reversal of Rett Syndrome-like symptoms in MeCP2 mutant mice. Proc. Natl. Acad.Sci. U S A. 106, 2029–34(2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Holtmaat A. & Svoboda K. Experience-dependent structural synaptic plasticity in the mammalian brain. Nat. Rev. Neurosci. 10, 647–58 (2009). [DOI] [PubMed] [Google Scholar]
- Matsuzaki M., Honkura N., Ellis-Davies G. C., Kasai H. Structural basis of long-term potentiation in single dendritic spines. Nature. 429, 761–6 (2004). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Harvey C. D. & Svoboda K. Locally dynamic synaptic learning rules in pyramidal neuron dendrites. Nature. 450, 1195–200 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Arellano J. I., Benavides-Piccione R., Defelipe J. & Yuste R. Ultrastructure of dendritic spines: correlation between synaptic and spine morphologies. Front. Neurosci. 1, 131–43 (2007). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nieto-Bona M. P., Garcia-Segura L. M. & Torres-Alemán I. Transynaptic modulation by insulin-like growth factor I of dendritic spines in Purkinje cells. Int. J. Dev. Neurosci. 15, 749–54 (1997). [DOI] [PubMed] [Google Scholar]
- Landi S., Ciucci F., Maffei L., Berardi N., Cenni M. C. Setting the pace for retinal development: environmental enrichment acts through insulin-like growth factor 1 and brain-derived neurotrophic factor. J. Neurosci. 29, 10809–19 (2009). [DOI] [PMC free article] [PubMed] [Google Scholar]
- D'Ercole A. J., Ye P., Calikoglu A. S. & Gutierrez-Ospina G. The role of the insulin-like growth factors in the central nervous system. Mol. Neurobiol. 13, 227–55 (1996). [DOI] [PubMed] [Google Scholar]
- O'Kusky J. R., Ye P. & D'Ercole A. J. Insulin-like growth factor-I promotes neurogenesis and synaptogenesis in the hippocampal dentate gyrus during postnatal development. J. Neurosci. 20, 8435–42 (2000). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tropea D. et al. Gene expression changes and molecular pathways mediating activity-dependent plasticity in visual cortex. Nat. Neurosci. 9, 660–8 (2006). [DOI] [PubMed] [Google Scholar]
- Riikonen R. et al. Cerebrospinal fluid insulin-like growth factors IGF-1 and IGF-2 in infantile autism. Dev. Med. Child. Neurol. 48, 751–5 (2006). [DOI] [PubMed] [Google Scholar]
- Itoh M. et al. Methyl CpG-binding protein 2 (a mutation of which causes Rett syndrome) directly regulates insulin-like growth factor binding protein 3 in mouse and human brains. J. Neuropathol. Exp. Neurol. 66, 117–23 (2007). [DOI] [PubMed] [Google Scholar]
- Thoenen H. & Sendtner M. Neurotrophins: from enthusiastic expectations through sobering experiences to rational therapeutic approaches. Nat Neurosci. 5, 1046–50 (2002). [DOI] [PubMed] [Google Scholar]
- Baker A. M., Batchelor D. C., Thomas G. B.,Wen J. Y., Rafiee M., Lin H., & Guan J. Central penetration and stability of N-terminal tripeptide of insulin-like growth factor-I, glycine-proline-glutamate in adult rat. Neuropeptides 39, 81–87 (2005). [DOI] [PubMed] [Google Scholar]
- Pardridge W. M. Transport of insulin-related peptides and glucose across the blood-brain barrier. Ann. N Y Acad. Sci. 692, 126–137 (1993). [DOI] [PubMed] [Google Scholar]
- Reinhardt R. R., & Bondy C. A. Insulin-like growth factors cross the blood-brain barrier. Endocrinology 135, 1753–1761 (1994). [DOI] [PubMed] [Google Scholar]
- Carro E., Nunez A., Busiguina S., & Torres-Aleman I. Circulating insulin-like growth factor I mediates effects of exercise on the brain. J. Neurosci. 20, 2926–2933 (2000). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pulford B. E., & Ishii D. N. Uptake of circulating insulin-like growth factors (IGFs) into cerebrospinal fluid appears to be independent of the IGF receptors as well as IGF-binding proteins. Endocrinology 142, 213–220 (2001). [DOI] [PubMed] [Google Scholar]
- Trejo J. L., Carro E. & Torres-Aleman I. Circulating insulin-like growth factor I mediates exercise-induced increases in the number of new neurons in the adult hippocampus. J Neurosci 21, 1628–1634 (2001). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Garcıa-Segura L. M., Perez J., Pons S., Rejas M. T., & Torres-Aleman I. Localization of insulin-like growth factor I (IGF-I)-like immunoreactivity in the developing and adult rat brain. Brain Res. 560, 167–174 (1991). [DOI] [PubMed] [Google Scholar]
- Marks J. L., Porte D. Jr, & Baskin D. G. Localization of type I insulin-like growth factor receptor messenger RNA in the adult rat brain by in situ hybridization. Mol. Endocrinol. 5, 1158–1168 (1991). [DOI] [PubMed] [Google Scholar]
- Auletta M., Nielsen F. C., & Gammeltoft S. Receptor-mediated endocytosis and degradation of insulin-like growth factor I and II in neonatal rat astrocytes. J. Neurosci. Res. 31, 14–20 (1992). [DOI] [PubMed] [Google Scholar]
- Yoshii A. & Constantine-Paton M. BDNF induces transport of PSD-95 to dendrites through PI3K-AKT signaling after NMDA receptor activation. Nat. Neurosci. 10, 702–11 (2007). [DOI] [PubMed] [Google Scholar]
- Carvalho A. L., Caldeira M. V., Santos S. D. & Duarte C. B. Role of the brain-derived neurotrophic factor at glutamatergic synapses. Br J Pharmacol 153, S310–24 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ricciardi S. et al. Reduced AKT/mTOR signaling and protein synthesis dysregulation in a Rett syndrome animal model. Hum. Mol. Genet. 20, 1182–96 (2011). [DOI] [PubMed] [Google Scholar]
- Wang H. et al. Dysregulation of brain-derived neurotrophic factor expression and neurosecretory function in Mecp2 null mice. J. Neurosci. 26, 10911–5 (2006). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chang Q., Khare G., Dani V., Nelson S. & Jaenisch R. The disease progression of Mecp2 mutant mice is affected by the level of BDNF expression. Neuron. 49, 341–8 (2006). [DOI] [PubMed] [Google Scholar]
- Ramsey M. M., Adams M. M., Ariwodola O. J., Sonntag W. E. & Weiner J. L. Functional characterization of des-IGF-1 action at excitatory synapses in the CA1 region of rat hippocampus. J. Neurophysiol. 94, 247–54 (2005). [DOI] [PubMed] [Google Scholar]
- Marchetto M. C. et al. A model for neural development and treatment of Rett syndrome using human induced pluripotent stem cells. Cell. 143, 527–39 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Takano K. et al. Nebulin and N-WASP cooperate to cause IGF-1-induced sarcomeric actin filament formation. Science. 330, 1536–40 (2010). [DOI] [PubMed] [Google Scholar]
- Wegner A. M. et al. N-wasp and the arp2/3 complex are critical regulators of actin in the development of dendritic spines and synapses. J. Biol. Chem. 283, 15912–20 (2008). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wolfer D. P., Crusio W. E. & Lipp H. P. Knockout mice: simple solutions to the problems of genetic background and flanking genes. Trends. Neurosci. 25, 336–340(2002). [DOI] [PubMed] [Google Scholar]
- Pavlowsky A., et al. A postsynaptic signaling pathway that may account for the cognitive defect due to IL1RAPL1 mutation. Curr. Biol. 20, 103–15 (2010). [DOI] [PubMed] [Google Scholar]
- Voituron N. et al. Early abnormalities of post-sigh breathing in a mouse model of Rett syndrome. Respir. Physiol. Neurobiol. 170, 173–82 (2010). [DOI] [PubMed] [Google Scholar]
- Thévenaz P., Ruttimann U. E., Unser M. A pyramid approach to subpixel registration based on intensity. IEEE Transactions on Image Processing vol. 7, no. 1, pp. 27–41 (1998). [DOI] [PubMed] [Google Scholar]
- Cruz-Martín A., Crespo M. & Portera-Cailliau C. Delayed stabilization of dendritic spines in fragile X mice. J. Neurosci. 30, 7793–803 (2010). [DOI] [PMC free article] [PubMed] [Google Scholar]
- Humbel R. E. Insulin-like growth factors I and II. Eur. J. Biochem. 190, 445–462 (1990). [DOI] [PubMed] [Google Scholar]
- Stewart C. E. & Rotwein P. Growth, differentiation, and survival: multiple physiological functions for insulin-like growth factors. Physiol. Rev. 7, 1005–1026 (1996). [DOI] [PubMed] [Google Scholar]
- Woodall S. M. et al. Administration of growth hormone or IGF-I to pregnant rats on a reduced diet throughout pregnancy does not prevent fetal intrauterine growth retardation and elevated blood pressure in adult offspring. J. Endocrinol. 163, 69–77 (1999). [DOI] [PubMed] [Google Scholar]
- Thongsong B. et al. Effects of insulin-like growth factor-I on maternal and foetal plasma amino acid levels in pregnant rats. J. Vet. Med. Sci. 64, 859–861 (2002). [DOI] [PubMed] [Google Scholar]
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