Neural development refers to the processes that generate, shape, and reshape the nervous system of animals, from the earliest stages of embryogenesis to adulthood. The field of neural development draws on both neuroscience and developmental biology to describe and provide insight into the cellular and molecular mechanisms by which complex nervous systems develop, from the nematode and fruit fly to mammals. Defects in neural development can lead to malformations and a wide variety of sensory, motor, and cognitive impairments, including holoprosencephaly and other neurological disorders such as Rett syndrome, Down syndrome and intellectual disability.
- 1 Overview of brain development
- 2 Aspects
- 3 Neural induction
- 4 Regionalization
- 5 Patterning of the nervous system
- 6 Neurogenesis
- 7 Neuronal migration
- 8 Neurotrophic factors
- 9 Synapse formation
- 10 Synapse elimination
- 11 Adult neurogenesis
- 12 See also
- 13 References
- 14 External links
Overview of brain development
The mammalian central nervous system (CNS) is derived from the ectoderm—the outermost tissue layer—of the embryo. In the third week of human development the neuroectoderm appears and forms the neural plate along the dorsal side of the embryo. The neural plate is the source of the majority of neurons and glial cells of the CNS. A groove forms along the long axis of the neural plate and, by week four of development, the neural plate wraps in on itself to give rise to the neural tube, which is filled with cerebrospinal fluid (CSF). As the embryo develops, the anterior part of the neural tube forms a series of bulges called vesicles, which become the primary anatomical regions of the brain: the forebrain (prosencephalon), midbrain (mesencephalon), and hindbrain (rhombencephalon). These simple, early vesicles enlarge and further divide into the telencephalon (future cerebral cortex and basal ganglia), diencephalon (future thalamus and hypothalamus), mesencephalon (future colliculi), metencephalon (future pons and cerebellum), and myelencephalon (future medulla). The CSF-filled central chamber is continuous from the telencephalon to the spinal cord, and constitutes the developing ventricular system of the CNS. Because the neural tube gives rise to the brain and spinal cord any mutations at this stage in development can lead to lethal deformities like anencephaly or lifelong disabilities like spina bifida. During this time, the walls of the neural tube contain neural stem cells, which drive brain growth as they divide many times. Gradually some of the cells stop dividing and differentiate into neurons and glial cells, which are the main cellular components of the CNS. The newly generated neurons migrate to different parts of the developing brain to self-organize into different brain structures. Once the neurons have reached their regional positions, they extend axons and dendrites, which allow them to communicate with other neurons via synapses. Synaptic communication between neurons leads to the establishment of functional neural circuits that mediate sensory and motor processing, and underlie behavior.
Some landmarks of neural development include the birth and differentiation of neurons from stem cell precursors, the migration of immature neurons from their birthplaces in the embryo to their final positions, outgrowth of axons and dendrites from neurons, guidance of the motile growth cone through the embryo towards postsynaptic partners, the generation of synapses between these axons and their postsynaptic partners, and finally the lifelong changes in synapses, which are thought to underlie learning and memory.
Typically, these neurodevelopmental processes can be broadly divided into two classes: activity-independent mechanisms and activity-dependent mechanisms. Activity-independent mechanisms are generally believed to occur as hardwired processes determined by genetic programs played out within individual neurons. These include differentiation, migration and axon guidance to their initial target areas. These processes are thought of as being independent of neural activity and sensory experience. Once axons reach their target areas, activity-dependent mechanisms come into play. Although synapse formation is an activity-independent event, modification of synapses and synapse elimination requires neural activity.
Developmental neuroscience uses a variety of animal models including mice Mus musculus, the fruit fly Drosophila melanogaster, the zebrafish Danio rerio, Xenopus laevis tadpoles and the worm Caenorhabditis elegans, among others.
Myelination, formation of the lipid myelin bilayer around neuronal axons, is a process that is essential for normal brain function. The myelin sheath provides insulation for the nerve impulse when communicating between neural systems. Without it, the impulse would be disrupted and the signal would not reach its target, thus impairing normal functioning. Because so much of brain development occurs in the prenatal stage and infancy, it is crucial that myelination, along with cortical development occur properly. Magnetic resonance imaging (MRI) is a non-invasive technique used to investigate myelination and cortical maturation (the cortex is the outer layer of the brain composed of gray matter). Rather than showing the actual myelin, the MRI picks up on the myelin water fraction (MWF), a measure of myelin content. Multicomponent relaxometry (MCR) allow visualization and quantification of myelin content. MCR is also useful for tracking white matter maturation, which plays an important role in cognitive development. It has been discovered that in infancy, myelination occurs in a posterior-to-anterior pattern. Because there is little evidence of a relationship between myelination and cortical thickness, it was revealed that cortical thickness is independent of white matter MWF. This allows various aspects of the brain to grow simultaneously, leading to a more fully developed brain.
During early embryonic development the ectoderm becomes specified to give rise to the epidermis (skin) and the neural plate. The conversion of undifferentiated ectoderm to neuro-ectoderm requires signals from the mesoderm. At the onset of gastrulation presumptive mesodermal cells move through the dorsal blastopore lip and form a layer in between the endoderm and the ectoderm. These mesodermal cells that migrate along the dorsal midline give rise to a structure called the notochord. Ectodermal cells overlying the notochord develop into the neural plate in response to a diffusible signal produced by the notochord. The remainder of the ectoderm gives rise to the epidermis (skin). The ability of the mesoderm to convert the overlying ectoderm into neural tissue is called neural induction.
The neural plate folds outwards during the third week of gestation to form the neural groove. Beginning in the future neck region, the neural folds of this groove close to create the neural tube. The formation of the neural tube from the ectoderm is called neurulation. The ventral part of the neural tube is called the basal plate; the dorsal part is called the alar plate. The hollow interior is called the neural canal. By the end of the fourth week of gestation, the open ends of the neural tube, called the neuropores, close off.
A transplanted blastopore lip can convert ectoderm into neural tissue and is said to have an inductive effect. Neural inducers are molecules that can induce the expression of neural genes in ectoderm explants without inducing mesodermal genes as well. Neural induction is often studied in xenopus embryos since they have a simple body pattern and there are good markers to distinguish between neural and non-neural tissue. Examples of neural inducers are the molecules noggin and chordin.
When embryonic ectodermal cells are cultured at low density in the absence of mesodermal cells they undergo neural differentiation (express neural genes), suggesting that neural differentiation is the default fate of ectodermal cells. In explant cultures (which allow direct cell-cell interactions) the same cells differentiate into epidermis. This is due to the action of BMP4 (a TGF-β family protein) that induces ectodermal cultures to differentiate into epidermis. During neural induction, noggin and chordin are produced by the dorsal mesoderm (notochord) and diffuse into the overlying ectoderm to inhibit the activity of BMP4. This inhibition of BMP4 causes the cells to differentiate into neural cells. Inhibition of TGF-β and BMP (bone morphogenetic protein) signaling can efficiently induce neural tissue from human pluripotent stem cells, a model of early human development.
Late in the fourth week, the superior part of the neural tube flexes at the level of the future midbrain—the mesencephalon. Above the mesencephalon is the prosencephalon (future forebrain) and beneath it is the rhombencephalon (future hindbrain).
The optical vesicle (which eventually become the optic nerve, retina and iris) forms at the basal plate of the prosencephalon. The alar plate of the prosencephalon expands to form the cerebral hemispheres (the telencephalon) whilst its basal plate becomes the diencephalon. Finally, the optic vesicle grows to form an optic outgrowth.
Patterning of the nervous system
In chordates, dorsal ectoderm forms all neural tissue and the nervous system. Patterning occurs due to specific environmental conditions - different concentrations of signaling molecules
The ventral half of the neural plate is controlled by the notochord, which acts as the 'organiser'. The dorsal half is controlled by the ectoderm plate, which flanks either side of the neural plate.
Ectoderm follows a default pathway to become neural tissue. Evidence for this comes from single, cultured cells of ectoderm, which go on to form neural tissue. This is postulated to be because of a lack of BMPs, which are blocked by the organiser. The organiser may produce molecules such as follistatin, noggin and chordin that inhibit BMPs.
The ventral neural tube is patterned by Sonic Hedgehog (Shh) from the notochord, which acts as the inducing tissue. Notochord-derived Shh signals to the floor plate, and induces Shh expression in the floor plate. Floor plate-derived Shh subsequently signals to other cells in the neural tube, and is essential for proper specification of ventral neuron progenitor domains. Loss of Shh from the notochord and/or floor plate prevents proper specification of these progenitor domains. Shh binds Patched1, relieving Patched-mediated inhibition of Smoothened, leading to activation of Gli family of transcription factors (Gli1, Gli2, and Gli3) transcription factors.
In this context Shh acts as a morphogen - it induces cell differentiation dependent on its concentration. At low concentrations it forms ventral interneurones, at higher concentrations it induces motor neuron development, and at highest concentrations it induces floor plate differentiation. Failure of Shh-modulated differentiation causes holoprosencephaly.
The dorsal neural tube is patterned by BMPs from the epidermal ectoderm flanking the neural plate. These induce sensory interneurones by activating Sr/Thr kinases and altering SMAD transcription factor levels.
Rostrocaudal (Anteroposterior) axis
Signals that control anteroposterior neural development include FGF and retinoic acid, which act in the hindbrain and spinal cord. The hindbrain, for example, is patterned by Hox genes, which are expressed in overlapping domains along the anteroposterior axis under the control of retinoic acid. The 3' genes in the Hox cluster are induced by retinoic acid in the hindbrain, whereas the 5' Hox genes are not induced by retinoic acid and are expressed more posteriorly in the spinal cord. Hoxb-1 is expressed in rhombomere 4 and gives rise to the facial nerve. Without this Hoxb-1 expression, a nerve similar to the trigeminal nerve arises.
Neurogenesis is the process by which neurons are generated from neural stem cells and progenitor cells. Neurons are 'post-mitotic', meaning that they will never divide again for the lifetime of the organism.
Neuronal migration is the method by which neurons travel from their origin or birthplace to their final position in the brain. There are several ways they can do this, e.g. by radial migration or tangential migration. This time lapse displays sequences of radial migration (also known as glial guidance) and somal translocation.
Neuronal precursor cells proliferate in the ventricular zone of the developing neocortex, where the principal neural stem cell is the radial glial cell. The first postmitotic cells must leave the stem cell niche and migrate outward to form the preplate, which is destined to become Cajal-Retzius cells and subplate neurons. These cells do so by somal translocation. Neurons migrating with this mode of locomotion are bipolar and attach the leading edge of the process to the pia. The soma is then transported to the pial surface by nucleokinesis, a process by which a microtubule "cage" around the nucleus elongates and contracts in association with the centrosome to guide the nucleus to its final destination. Radial glial cells, whose fibers serve as a scaffolding for migrating cells and a means of radial communication mediated by calcium dynamic activity, act as the main excitatory neuronal stem cell of the cerebral cortex or translocate to the cortical plate and differentiate either into astrocytes or neurons. Somal translocation can occur at any time during development.
Subsequent waves of neurons split the preplate by migrating along radial glial fibres to form the cortical plate. Each wave of migrating cells travel past their predecessors forming layers in an inside-out manner, meaning that the youngest neurons are the closest to the surface. It is estimated that glial guided migration represents 90% of migrating neurons in human and about 75% in rodents.
Most interneurons migrate tangentially through multiple modes of migration to reach their appropriate location in the cortex. An example of tangential migration is the movement of interneurons from the ganglionic eminence to the cerebral cortex. One example of ongoing tangential migration in a mature organism, observed in some animals, is the rostral migratory stream connecting subventricular zone and olfactory bulb.
Many neurons migrating along the anterior-posterior axis of the body use existing axon tracts to migrate along; this is called axophilic migration. An example of this mode of migration is in GnRH-expressing neurons, which make a long journey from their birthplace in the nose, through the forebrain, and into the hypothalamus. Many of the mechanisms of this migration have been worked out, starting with the extracellular guidance cues that trigger intracellular signaling. These intracellular signals, such as calcium signaling, lead to actin  and microtubule cytoskeletal dynamics, which produce cellular forces that interact with the extracellular environment through cell adhesion proteins  to cause the movement of these cells.
Other modes of migration
There is also a method of neuronal migration called multipolar migration. This is seen in multipolar cells, which are abundantly present in the cortical intermediate zone. They do not resemble the cells migrating by locomotion or somal translocation. Instead these multipolar cells express neuronal markers and extend multiple thin processes in various directions independently of the radial glial fibers.
The survival of neurons is regulated by survival factors, called trophic factors. The neurotrophic hypothesis was formulated by Victor Hamburger and Rita Levi Montalcini based on studies of the developing nervous system. Victor Hamburger discovered that implanting an extra limb in the developing chick led to an increase in the number of spinal motor neurons. Initially he thought that the extra limb was inducing proliferation of motor neurons, but he and his colleagues later showed that there was a great deal of motor neuron death during normal development, and the extra limb prevented this cell death. According to the neurotrophic hypothesis, growing axons compete for limiting amounts of target-derived trophic factors and axons that fail to receive sufficient trophic support die by apoptosis. It is now clear that factors produced by a number of sources contribute to neuronal survival.
- Nerve Growth Factor (NGF): Rita Levi Montalcini and Stanley Cohen purified the first trophic factor, Nerve Growth Factor (NGF), for which they received the Nobel Prize. There are three NGF-related trophic factors: BDNF, NT3, and NT4, which regulate survival of various neuronal populations. The Trk proteins act as receptors for NGF and related factors. Trk is a receptor tyrosine kinase. Trk dimerization and phosphorylation leads to activation of various intracellular signaling pathways including the MAP kinase, Akt, and PKC pathways.
- CNTF: Ciliary neurotrophic factor is another protein that acts as a survival factor for motor neurons. CNTF acts via a receptor complex that includes CNTFRα, GP130, and LIFRβ. Activation of the receptor leads to phosphorylation and recruitment of the JAK kinase, which in turn phosphorylates LIFRβ. LIFRβ acts as a docking site for the STAT transcription factors. JAK kinase phosphorylates STAT proteins, which dissociate from the receptor and translocate to the nucleus to regulate gene expression.
- GDNF: Glial derived neurotrophic factor is a member of the TGFb family of proteins, and is a potent trophic factor for striatal neurons. The functional receptor is a heterodimer, composed of type 1 and type 2 receptors. Activation of the type 1 receptor leads to phosphorylation of Smad proteins, which translocate to the nucleus to activate gene expression.
Much of our understanding of synapse formation comes from studies at the neuromuscular junction. The transmitter at this synapse is acetylcholine. The acetylcholine receptor (AchR) is present at the surface of muscle cells before synapse formation. The arrival of the nerve induces clustering of the receptors at the synapse. McMahan and Sanes showed that the synaptogenic signal is concentrated at the basal lamina. They also showed that the synaptogenic signal is produced by the nerve, and they identified the factor as Agrin. Agrin induces clustering of AchRs on the muscle surface and synapse formation is disrupted in agrin knockout mice. Agrin transduces the signal via MuSK receptor to rapsyn. Fischbach and colleagues showed that receptor subunits are selectively transcribed from nuclei next to the synaptic site. This is mediated by neuregulins.
In the mature synapse each muscle fiber is innervated by one motor neuron. However, during development many of the fibers are innervated by multiple axons. Lichtman and colleagues have studied the process of synapses elimination. This is an activity-dependent event. Partial blockage of the receptor leads to retraction of corresponding presynaptic terminals.
Agrin appears not to be a central mediator of CNS synapse formation and there is active interest in identifying signals that mediate CNS synaptogenesis. Neurons in culture develop synapses that are similar to those that form in vivo, suggesting that synaptogenic signals can function properly in vitro. CNS synaptogenesis studies have focused mainly on glutamatergic synapses. Imaging experiments show that dendrites are highly dynamic during development and often initiate contact with axons. This is followed by recruitment of postsynaptic proteins to the site of contact. Stephen Smith and colleagues have shown that contact initiated by dendritic filopodia can develop into synapses.
Induction of synapse formation by glial factors: Barres and colleagues made the observation that factors in glial conditioned media induce synapse formation in retinal ganglion cell cultures. Synapse formation in the CNS is correlated with astrocyte differentiation suggesting that astrocytes might provide a synaptogenic factor. The identity of the astrocytic factors is not yet known.
Neuroligins and SynCAM as synaptogenic signals: Sudhof, Serafini, Scheiffele and colleagues have shown that neuroligins and SynCAM can act as factors that induce presynaptic differentiation. Neuroligins are concentrated at the postsynaptic site and act via neurexins concentrated in the presynaptic axons. SynCAM is a cell adhesion molecule that is present in both pre- and post-synaptic membranes.
Activity dependent mechanisms in the assembly of neural circuits
The processes of neuronal migration, differentiation and axon guidance are generally believed to be activity-independent mechanisms and rely on hard-wired genetic programs in the neurons themselves. New research findings however have implicated a role for activity-dependent mechanisms in mediating some aspects of the aforementioned processes such as the rate of neuronal migration, aspects of neuronal differentiation and axon pathfinding. Activity-dependent mechanisms influence neural circuit development and are crucial for laying out early connectivity maps and the continued refinement of synapses which occurs during development. There are two distinct types of neural activity we observe in developing circuits -early spontaneous activity and sensory-evoked activity. Spontaneous activity occurs early during neural circuit development even when sensory input is absent and is observed in many systems such as the developing visual system,auditory system,motor system,hippocampus,cerebellum and neocortex.
Experimental techniques such as direct electrophysiological recording, fluorescence imaging using calcium indicators and optogenetic techniques have shed light on the nature and function of these early bursts of activity. They have distinct spatial and temporal patterns during development and their ablation during development has been known to result in deficits in network refinement in the visual system. In the immature retina, waves of spontaneous action potentials arise from the retinal ganglion cells and sweep across the retinal surface in the first few postnatal weeks. These waves are mediated by neurotransmitter acetylcholine in the initial phase and later on by glutamate. They are thought to instruct the formation of two sensory maps- the retinotopic map and eye-specific segregation. Retinotopic map refinement occurs in downstream visual targets in the brain-the superior colliculus (SC) and dorsal lateral geniculate nucleus (LGN). Pharmacological disruption and mouse models lacking the β2 subunit of the nicotinic acetylcholine receptor has shown that the lack of spontaneous activity leads to marked defects in retinotopy and eye-specific segregation.
In the developing auditory system, developing cochlea generate bursts of activity which spreads across the inner hair cells and spiral ganglion neurons which relay auditory information to the brain. ATP release from supporting cells triggers action potentials in inner hair cells. In the auditory system, spontaneous activity is thought to be involved in tonotopic map formation by segregating cochlear neuron axons tuned to high and low frequencies. In the motor system, periodic bursts of spontaneous activity are driven by excitatory GABA and glutamate during the early stages and by acetylcholine and glutamate at later stages. In the developing zebrafish spinal cord, early spontaneous activity is required for the formation of increasingly synchronous alternating bursts between ipsilateral and contralateral regions of the spinal cord and for the integration of new cells into the circuit. In the cortex, early waves of activity have been observed in the cerebellum and cortical slices. Once sensory stimulus becomes available, final fine-tuning of sensory-coding maps and circuit refinement begins to rely more and more on sensory-evoked activity as demonstrated by classic experiments about the effects of sensory deprivation during critical periods.
Contemporary diffusion-weigthted MRI techniques may also uncover the macroscopic process of axonal development. The connectome can be constructed from diffusion MRI data: the vertices of the graph correspond to anatomically labelled gray matter areas, and two such vertices, say u and v, are connected by an edge if the tractography phase of the data processing finds an axonal fiber that connects the two areas, corresponding to u and v.
Numerous braingraphs, computed from the Human Connectome Project can be downloaded from the http://braingraph.org site. The Consensus Connectome Dynamics (CCD) is a remarkable phenomenon that was discovered by continuously decreasing the minimum confidence-parameter at the graphical interface of the Budapest Reference Connectome Server. The Budapest Reference Connectome Server (http://connectome.pitgroup.org) depicts the cerebral connections of n=418 subjects with a frequency-parameter k: For any k=1,2,...,n one can view the graph of the edges that are present in at least k connectomes. If parameter k is decreased one-by-one from k=n through k=1 then more and more edges appear in the graph, since the inclusion condition is relaxed. The surprising observation is that the appearance of the edges is far from random: it resembles a growing, complex structure, like a tree or a shrub (visualized on the animation on the left).
It is hypothesized in  that the growing structure copies the axonal development of the human brain: the earliest developing connections (axonal fibers) are common at most of the subjects, and the subsequently developing connections have larger and larger variance, because their variances are accumulated in the process of axonal development.
Several motorneurons compete for each neuromuscular junction, but only one survives until adulthood. Competition in vitro has been shown to involve a limited neurotrophic substance that is released, or that neural activity infers advantage to strong post-synaptic connections by giving resistance to a toxin also released upon nerve stimulation. In vivo, it is suggested that muscle fibres select the strongest neuron through a retrograde signal.
Contrary to popular belief, neurogenesis also occurs in specific parts of the adult brain.
- Neural development in humans
- Development of the human brain
- Axon guidance
- Pioneer neuron
- Neural Darwinism
- Neurodevelopmental disorder
- Pre- and perinatal psychology
- Brain development timelines
- Malleable intelligence
- Human brain development timeline
- Mouse brain development timeline
- Macaque brain development timeline
- Role of cell adhesions in neural development
- "Neural Tube Defects". Retrieved 6 December 2011.
- Saladin, Kenneth (2011). Anatomy & Physiology The Unity of Form and Function. New York: McGraw Hill. p. 514. ISBN 9780073378251.
- Gilbert, Scott (2013). Developmental Biology (Tenth ed.). Sinauer Associates Inc. ISBN 978-1605351926.
- Principles of neural science (5. ed.). Appleton and Lange: McGraw Hill. 2006. ISBN 978-0071390118.
|last1=in Authors list (help)
- Croteau-Chonka, Elise C.; Dean, Douglas C., III; Remer, Justin; Dirks, Holly; O'Muircheartaigh, Jonathan; Deoni, Sean C.L. (15 October 2015). "Examining the relationships between cortical maturation and white matter myelination throughout early childhoold". NeuroImage. 125: 413–421. doi:10.1016/j.neuroimage.2015.10.038. PMC . PMID 26499814.
- Estomih Mtui; Gregory Gruener (2006). Clinical Neuroanatomy and Neuroscience. Philadelphia: Saunders. p. 1. ISBN 1-4160-3445-5.
- Chambers, S. M.; Fasano, C. A.; Papapetrou, E. P.; Tomishima, M.; Sadelain, M.; Studer, L. (2009). "Highly efficient neural conversion of human ES and iPS cells by dual inhibition of SMAD signaling". Nature Biotechnology. 27 (3): 275–280. doi:10.1038/nbt.1529. PMC . PMID 19252484.
- Jessell, Thomas M.; Kandel, Eric R.; Schwartz, James H. (2000). "Chapter 55". Principles of neural science (4th ed.). New York: McGraw-Hill. ISBN 0838577016.
- Duester, G (September 2008). "Retinoic acid synthesis and signaling during early organogenesis". Cell. 134 (6): 921–31. doi:10.1016/j.cell.2008.09.002. PMC . PMID 18805086.
- Nadarajah B, Brunstrom J, Grutzendler J, Wong R, Pearlman A (2001). "Two modes of radial migration in early development of the cerebral cortex". Nat Neurosci. 4 (2): 143–50. doi:10.1038/83967. PMID 11175874.
- Samuels B, Tsai L (2004). "Nucleokinesis illuminated". Nat Neurosci. 7 (11): 1169–70. doi:10.1038/nn1104-1169. PMID 15508010.
- Rakic, P (May 1972). "Mode of cell migration to the superficial layers of fetal monkey neocortex". The Journal of Comparative Neurology. 145 (1): 61–83. doi:10.1002/cne.901450105. PMID 4624784.
- Rash, BG; Ackman, JB; Rakic, P (February 2016). "Bidirectional radial Ca(2+) activity regulates neurogenesis and migration during early cortical column formation". Science Advances. 2 (2): e1501733. doi:10.1126/sciadv.1501733. PMC . PMID 26933693.
- Noctor, SC; Flint, AC; Weissman, TA; Dammerman, RS; Kriegstein, AR (8 February 2001). "Neurons derived from radial glial cells establish radial units in neocortex". Nature. 409 (6821): 714–20. doi:10.1038/35055553. PMID 11217860.
- Tamamaki N, Nakamura K, Okamoto K, Kaneko T (September 2001). "Radial glia is a progenitor of neocortical neurons in the developing cerebral cortex". Neurosci. Res. 41 (1): 51–60. doi:10.1016/S0168-0102(01)00259-0. PMID 11535293.
- Miyata T, Kawaguchi A, Okano H, Ogawa M (September 2001). "Asymmetric inheritance of radial glial fibers by cortical neurons". Neuron. 31 (5): 727–41. doi:10.1016/S0896-6273(01)00420-2. PMID 11567613.
- Nadarajah B, Parnavelas J (2002). "Modes of neuronal migration in the developing cerebral cortex". Nature Reviews Neuroscience. 3 (6): 423–32. doi:10.1038/nrn845. PMID 12042877.
- Rakic P (1972). "Mode of cell migration to the superficial layers of fetal monkey neocortex". J Comp Neurol. 145 (1): 61–83. doi:10.1002/cne.901450105. PMID 4624784.
- Letinic K, Zoncu R, Rakic P (June 2002). "Origin of GABAergic neurons in the human neocortex". Nature. 417 (6889): 645–9. doi:10.1038/nature00779. PMID 12050665.
- Wray S (2010). "From nose to brain: development of gonadotrophin-releasing hormone-1 neurones". J Neuroendocrinol. 22 (7): 743–753. doi:10.1111/j.1365-2826.2010.02034.x. PMC . PMID 20646175.
- Giacobini P, Messina A, Wray S, Giampietro C, Crepaldi T, Carmeliet P, Fasolo A (2007). "Hepatocyte growth factor acts as a motogen and guidance signal for gonadotropin hormone-releasing hormone-1 neuronal migration". J Neurosci. 27 (2): 431–445. doi:10.1523/JNEUROSCI.4979-06.2007. PMID 17215404.
- Hutchins BI, Klenke U, Wray S (2013). "Calcium release-dependent actin flow in the leading process mediates axophilic migration". J Neurosci. 33 (28): 11361–71. doi:10.1523/JNEUROSCI.3758-12.2013. PMC . PMID 23843509.
- Hutchins, B. Ian; Wray, Susan (2014). "Capture of microtubule plus-ends at the actin cortex promotes axophilic neuronal migration by enhancing microtubule tension in the leading process". Frontiers in Cellular Neuroscience. 8: 400. doi:10.3389/fncel.2014.00400. PMC . PMID 25505874.
- Parkash J, Cimino I, Ferraris N, Casoni F, Wray S, Cappy H, Prevot V, Giacobini P (2012). "Suppression of β1-integrin in gonadotropin-releasing hormone cells disrupts migration and axonal extension resulting in severe reproductive alterations". J Neurosci. 32 (47): 16992–7002. doi:10.1523/JNEUROSCI.3057-12.2012. PMC . PMID 23175850.
- Tabata H, Nakajima K (5 November 2003). "Multipolar migration: the third mode of radial neuronal migration in the developing cerebral cortex". J Neurosci. 23 (31): 9996–10001. PMID 14602813.
- Nadarajah B, Alifragis P, Wong R, Parnavelas J (2003). "Neuronal migration in the developing cerebral cortex: observations based on real-time imaging". Cereb Cortex. 13 (6): 607–11. doi:10.1093/cercor/13.6.607. PMID 12764035.
- Komuro, H; Rakic, P (1996). "Intracellular Ca2+ fluctuations modulate the rate of neuronal migration". Neuron. 17: 275–285. doi:10.1016/s0896-6273(00)80159-2.
- Gu, X; Olson, E.C; Spitzer, N.C (1994). "Spontaneous neuronal calcium spikes and waves during early differentiation". Journal of Neuroscience. 14 (11): 6325–35.
- Hanson, M.G; Milner, L.D; Landmesser, L.T (2008). "Spontaneous early activity in the chick spinal cord influences distinct motor axon pathfinding decisions". Brain Res. Rev. 57: 77–85. doi:10.1016/j.brainresrev.2007.06.021.
- Kirkby, L.A; Sack, G.S; Firl, A; Feller, M.B (Dec 4, 2013). "A role for correlated spontaneous activity in the assembly of neural circuits". Neuron. 80: 1129–44. doi:10.1016/j.neuron.2013.10.030. PMC . PMID 24314725.
- Huberman, A.D (2007). "Mechanisms of eye-specific visual circuit development". Curr. Opin. Neurobiol. 17: 73–80. doi:10.1016/j.conb.2007.01.005.
- Meister, M; Wong, R.O.L; Baylor, D.A; Shatz, C.J (1991). "Synchronous bursts of action potentials in ganglion cells of the developing retina". Science. 252: 939–43. doi:10.1126/science.2035024.
- Lippe, W.R (1994). "Rhythmic spontaneous activity in the developing avian auditory system". The Journal of Neuroscience. 14: 1486–95.
- Jones, T.A; Jones, S.M; Paggett, K.C (15 October 2001). "Primordial rhythmic bursting in embryonic cochlear ganglion cells". The Journal of Neuroscience. 21 (20): 8129–35. PMID 11588185.
- O'Donovan, M.J (1999). "The origin of spontaneous activity in developing networks of the vertebrate nervous system". Curr. Opin. Neurobiol. 9: 94–104. doi:10.1016/s0959-4388(99)80012-9.
- Crepel, V; Aronov, D; Jorquera, I; Represa, A; Ben-Ari, Y; Cossart, R (2007). "A parturition-associated non synaptic coherent activity pattern in the developing hippocampus". Neuron. 54: 105–120. doi:10.1016/j.neuron.2007.03.007. PMID 17408581.
- Watt, A.J; Cuntz, H; Mori, M; Nusser, Z; Sjostrom, P.J; Hausser, M (2009). "Traveling waves in developing cerebellar cortex mediated by assymetrical Purkinje cell connectivity". Nature Neuroscience. 12: 463–73. doi:10.1038/nn.2285. PMC . PMID 19287389.
- Corlew, R; Bosma, M.M; Moody, W.J (2004). "Spontaneous synchronous activity in neonatal mouse cortical neurons". Journal of Physiology. 560: 377–390. doi:10.1113/jphysiol.2004.071621.
- Feller, M.B (1999). "Spontaneous correlated activity in developing neural circuits". Neuron. 22: 653–56. doi:10.1016/s0896-6273(00)80724-2.
- O'Donovan, M.J; Chub, N; Wenner, P (1998). "Mechanisms of spontaneous activity in developing spinal networks". Journal of Neurobiology. 37: 131–45. doi:10.1002/(sici)1097-4695(199810)37:1<131::aid-neu10>3.0.co;2-h.
- Stafford, B.K; Sher, A; Litke, A.M; Feldheim, D.A (2009). "Spatio-temporal patterns of retinal waves underlying activity dependent refinement of retinofugal projections". Neuron. 64: 200–212. doi:10.1016/j.neuron.2009.09.021.
- Torborg, C.L; Feller, M.B (2005). "Spontaneous patterned retinal activity and the refinement of retinal projections". Prog. Neurobiol. 76: 213–35. doi:10.1016/j.pneurobio.2005.09.002.
- Galli, L; Maffei, L (1988). "Spontaneous impulse activity of rat ganglion cells in prenatal life". Science. 242: 90–91. doi:10.1126/science.3175637.
- Ford, K.J; Feller, M.B (2012). "Assembly and disassembly of a retinal cholinergic network". Vis. Neurosci. 29: 61–71. doi:10.1017/s0952523811000216.
- Kirkby, L.A; Sack, G.S; Firl, A; Feller, M.B (2013). "A role for correlated spontaneous activity in the assembly of neural circuits". Neuron. 80: 1129–44. doi:10.1016/j.neuron.2013.10.030. PMC . PMID 24314725.
- Ackman, J.B; Burbridge, T.J; Crair, M.C (2012). "Retinal waves coordinate patterned activity throughout the developing visual system". Nature. 490: 219–25. doi:10.1038/nature11529. PMC . PMID 23060192.
- Kandler, K; Clause, A; Noh, J (2009). "Tonographic reorganization of developing auditory". Nature Neuroscience. 12: 711–17. doi:10.1038/nn.2332. PMC . PMID 19471270.
- Tritsch, N.X; Rodrigues-Contreras, A; Crins, T.T, H; Wang, H.C; Borst, J.G.G; Bergles, D.E (2010). "Calcium action potentials in hair cells pattern auditory neuron activity before hearing onset". Nature Neuroscience. 13: 1050–52. doi:10.1038/nn.2604.
- Momose-Sato, Y; Sato, K (2013). "Large-scale synchronized activity in the embryonic brainstem and spinal cord". Front. Cell Neurosci. 7: 36. doi:10.3389/fncel.2013.00036.
- Warp, E; Agarwal, G; Wyart, C; Freidmann, D; Oldfield, C.S; Conner, A; Del Bene, F; Arrenberg, A.B; Baier, H; Isacoff, E (2012). "Emergence of patterned activity in the developing zebrafish spinal cord". Current Biology. 22: 93–102. doi:10.1016/j.cub.2011.12.002. PMC . PMID 22197243.
- Sanes, Dan; Reh, Thomas; Harris, William. Development of the Nervous System (Third Edition). Elsevier.
- Szalkai, Balázs; et al. (2015). "The Budapest Reference Connectome Server v2.0". Neuroscience Letters. 595: 60–2. doi:10.1016/j.neulet.2015.03.071. PMID 25862487.
- Szalkai, Balázs; Kerepesi, Csaba; Varga, Balint; Grolmusz, Vince (2017). "Parameterizable consensus connectomes from the Human Connectome Project: the Budapest Reference Connectome Server v3.0". Cognitive Neurodynamics. 11 (1): 113–116. doi:10.1007/s11571-016-9407-z. PMC . PMID 28174617.
- Kerepesi, Csaba; Szalkai, Balazs; Varga, Balint; Grolmusz, Vince (2016). "How to Direct the Edges of the Connectomes: Dynamics of the Consensus Connectomes and the Development of the Connections in the Human Brain". PLOS One. 11 (6): e0158680. doi:10.1371/journal.pone.0158680. PMC . PMID 27362431.
|Library resources about