Abstract
The development of the layered cerebral cortex starts with a process called preplate splitting. Preplate splitting involves the establishment of prospective cortical layer 6 (L6) neurons within a plexus of pioneer neurons called the preplate. The forming layer 6 splits the preplate into a superficial layer of pioneer neurons called the marginal zone and a deeper layer of pioneer neurons called the subplate. Disruptions of this early developmental event by toxin exposure or mutation are associated with neurological disease including severe intellectual disability. This review explores recent findings that reveal the dynamism of gene expression and morphological differentiation during this early developmental period. Over 1000 genes show expression increases of ≥2-fold during this period in differentiating mouse L6 neurons. Surprisingly, 88% of previously identified non-syndromic intellectual-disability (NS-ID) genes are expressed at this time and show an average expression increase of 1.6-fold in these differentiating L6 neurons. This changing genetic program must, in part, support the dramatic cellular reorganizations that occur during preplate splitting. While different models have been proposed for the formation of a layer of L6 cortical neurons within the preplate, original histological studies and more recent work exploiting transgenic mice suggest that the process is largely driven by the coordinated polarization and coalescence of L6 neurons rather than by cellular translocation or migration. The observation that genes associated with forms of NS-ID are expressed during very early cortical development raises the possibility of studying the relevant biological events at a time point when the cortex is small, contains relatively few cell types, and few functional circuits. This review then outlines how explant models may prove particularly useful in studying the consequence of toxin and mutation on the etiology of some forms of NS-ID.
Keywords: preplate, reelin, fetal alcohol spectrum disorders, dendritogenesis, Golgi apparatus
Introduction
Neocortical development in human is initiated in the seventh week of gestation by the appearance of a layer of pioneer neurons, called the preplate or primordial plexiform layer (1, 2). Preplate neurons lie underneath the meninges and ultimately these neurons cover both cerebral vesicles. At this time, the human cortical wall is only ~250 μm thick, the majority of which is ventricular zone (VZ) (neural precursor cells) and the remaining 20–30 μm contains these early differentiating neurons of the preplate (3, 4). For comparison, the mouse preplate stage corresponds to embryonic day 12.5 post conception (E12.5), a time when the cortical wall has a similar composition of cells and a similar thickness (~150 μm) to the human preplate stage cortex.
Starting at the seventh to eighth week of gestation in human or E13.5 in mouse, a process called preplate splitting initiates the formation of cortical layering. In the mouse, preplate splitting begins in the lateral neocortex and proceeds dorsally and caudally over the next embryonic day (5). Preplate splitting is an early event in cortical development and involves the establishment of an organized layer of cortical plate (CP) neurons within the preplate. The establishment of future layer 6 (L6) neurons splits the preplate into a superficial layer of pioneer neurons called the marginal zone (MZ) and a deeper layer of pioneer neurons called the subplate (SP) (6–10). Preplate splitting is the first step in the formation of the layered cortex and is followed by the successive migration and lamination of cortical layers 5–2 in an inside out fashion (11).
Pioneer Neurons of the Preplate
Both MZ neurons and SP neurons have essential roles in organizing the developing cortex (12, 13). MZ neurons, primarily Cajal–Retzius cells, secrete a critical chemotropic factor called Reelin (14) (discussed below) that is required for correct positioning of migrating CP neurons. SP neurons constitute a diverse group of cells (15, 16), which are essential for correct thalamocortical afferent targeting (17–19). Absent correct preplate splitting, the SP cells remain superficial in the cortex and both cortical layering (20) and thalamocortical targeting is disrupted (21, 22). Thus, preplate splitting is a fundamental event that enables the later assembly of the upper cortical layers and leads to a properly formed cerebral cortex (23–25).
Gene Expression during Early Cortical Development
The significance of preplate splitting is underscored by the large number of genes specifically upregulated during this period. A prior study used fluorescence activated cell sorting to purify genetically labeled, developing L6 neurons (26). Sorted cells from the transgenic Eomes:eGFP1 mouse embryos (27) were subjected to RNA extraction and Affymetrix gene chip analysis. In these embryos, enhanced green fluorescent protein (eGFP) expression is under the control of the Eomes (Tbr2) promoter. Eomes is a transcription factor that is selectively expressed by intermediate neural precursor cells of the glutamatergic cortical lineage (28, 29). In transgenic embryos, GFP expression is transient but persists for several days in immature post mitotic neurons of the excitatory cortical lineage. By comparing the GFP+ population, primarily immature neurons, to the GFP-population, primarily neural precursors, up and down regulated genes in the differentiating excitatory cortical lineage were identified. Approximately half the genome was expressed by these neurons and more than 1000 genes show expression increases ≥2-fold during the first ~24–36 h after cell cycle exit (26). Genes of interest could then be validated by comparison to the Genepaint in situ database2. This prior study validated, and grouped by spatial expression pattern, 317 genes that were upregulated ≥3-fold during early cortical neuron differentiation. Importantly, over half of these highly upregulated genes have been associated with neuronal disease (26).
This dataset is a valuable resource that can be queried for genes specifically linked to neurological disorders including non-syndromic intellectual disability (NS-ID) (30). Of 46 human NS-ID genes identified previously (30), 43 were represented within this dataset, i.e., represented on the mouse Affymetrix Gene 1.0 ST Array (Table 1). Of these 43, 38 are expressed above a stringent threshold of RMA = 7.0, and these genes display an average expression level of RMA = 9.5, placing them in the approximate top third of all expressed genes in these immature neurons. At the onset of preplate splitting (E13.5), the expressed genes display an average increased expression of 1.6-fold in GFP+ neurons versus GFP-precursors. Surprisingly, only 2 genes of the 38 (MAGT and ARX) were downregulated ≥1.5-fold in differentiating neurons (i.e., more highly expressed in neural precursors than in differentiating neurons). Thus, the majority of identified NS-ID genes are highly expressed and upregulated by differentiating CP neurons during this early differentiation period, well prior to synapse formation.
Table 1.
Gene | Affymetrix ID | Non-syndromic/syndromic | Gene name | Gene function | Protein localization | E13.5 GFP− precursor RMA | E13.5 GFP+ neuron RMA | E14.5 GFP+ neuron RMA | E13.5 RMA fold-up | E14.5 RMA fold-up |
---|---|---|---|---|---|---|---|---|---|---|
ACSL4 | 10607089 | NS | Acyl-CoA synthetase long-chain family member 4 | Fatty acid metabolism | Mito | 8.3 | 8.5 | 8.0 | 1.2 | 0.8 |
AFF2/FMR2 | 10599927 | NS | Fragile X mental retardation 2 | DNA binding protein/activator of transcription? | Nuc | 8.0 | 9.9 | 9.7 | 3.7 | 3.2 |
AGTR2 | 10599001 | NS/S | Angiotensin II receptor, type 2 | G-protein-coupled receptor/programed cell death | PM | 5.4 | 5.3 | 5.5 | 0.9 | 1.0 |
AP1S2 | 10603051 | NS/S | Adaptor-related protein complex 1 sigma 2 subunit | Clathrin recruitment and sorting/synaptic vesicles | Golgi | 8.8 | 9.3 | 9.2 | 1.4 | 1.3 |
ARHGEF6 | 10604713 | NS | Rac/Cdc42 guanine nucleotide exchange factor 6 | GEF for Rac and Cdc42 | Cyto | 6.1 | 4.5 | 4.7 | 0.3 | 0.4 |
ARX | 10600755 | NS/S | Aristaless related homeobox | Transcriptional regulation during development | Nuc | 9.8 | 7.2 | 7.4 | 0.2 | 0.2 |
ATRX | 10606263 | NS/S | Transcriptional regulator ATRX | Chromatin remodeling | Nuc | 10.2 | 10.5 | 10.4 | 1.2 | 1.2 |
BRWD3 | 10606393 | NS/S | Bromo domain and WD repeat protein 3 | JAK/STAT signaling in drosophila/chromatin modifier? | Nuc | 8.7 | 9.3 | 9.0 | 1.5 | 1.2 |
CASK | 10603708 | NS/S | Calcium/calmodulin-dependent serine kinase | Kinase and scaffolding at synapses/MAGUK family protein | Syn, PM, Nuc, Cyto | 10.3 | 11.5 | 11.4 | 2.2 | 2.2 |
CC2D1A | 10580100 | NS | Coiled-coil and C2 domain containing 1A | Transcriptional regulator/NF-κB pathway activator | Nuc, Cyto | 7.6 | 7.9 | 7.9 | 1.2 | 1.2 |
CDH15 | 10576175 | NS/S | Cadherin 15 | Intercellular adhesion protein | PM | 7.1 | 7.0 | 7.1 | 0.9 | 1.0 |
CRBN | 10546775 | NS | Cereblon | Expression of potassium channels | PM, Cyto | 9.4 | 10.0 | 9.8 | 1.5 | 1.3 |
DLG3 | 10601062 | NS | Synapse-associated protein 102 | Post-synaptic density scaffold/MAGUK family protein | Syn, PM, ER, Cyto | 8.9 | 9.5 | 9.5 | 1.5 | 1.5 |
DOCK8 | 10462140 | Dedicator of cytokinesis 8 | GEF?/F-actin organization | PM, Cyto, Nuc | 6.1 | 6.1 | 6.1 | 1.0 | 1.0 | |
FGD1 | 10602401 | NS/S | Faciogenital dysplasia protein | GEF for Cdc42 | Cyto | 9.3 | 9.1 | 9.2 | 0.9 | 0.9 |
FTSJ1 | 10603508 | NS | FtsJ homolog 1 | rRNA processing | Nuc | 9.8 | 9.9 | 9.7 | 1.1 | 0.9 |
GDI1 | 10600390 | NS | GDP dissociation inhibitor 1 | Inhibitor of Rab GTPases | Cyto | 11.7 | 12.8 | 12.5 | 2.2 | 1.8 |
GRIK2 | 10368999 | NS | Glutamate receptor, ionotropic„ kainate 2 | Subunit of glutamate receptor (kainate) | PM, Syn | 9.7 | 10.2 | 9.2 | 1.4 | 0.7 |
HUWE1 | 10602501 | NS/S | HECT, UBA, and WWE domain containing 1 | Ubiquitin E3 ligase/protein ubiquitination | Nuc, Cyto | 10.5 | 10.5 | 10.6 | 1.0 | 1.0 |
IL1RAPL1 | NA | NS | Interleukin 1 receptor accessory protein-like 1 | Vesicle release/dendrite differentiation | PM | NA | ||||
JARID1C/KDM5C | 10602644 | NS | Jumonji, AT rich interactive domain 1C | Transcriptional regulation/chromatin remodeling | Nuc | 9.9 | 9.8 | 10.0 | 0.9 | 1.1 |
KIRREL3 | 10584165 | NS/S | Kin of IRRE like 3 | Synaptogenesis? | PM, Cyto, EC | 7.5 | 8.9 | 9.3 | 2.5 | 3.3 |
MAGT1 | 10606301 | NS | Magnesium transporter 1 | Mg2+ uptake/N-glycosylation | ER | 10.4 | 8.5 | 8.2 | 0.3 | 0.2 |
MBD5 | 10471967 | NS/S | Methyl-CpG binding domain protein 5 | Transcriptional regulation? | Nuc | 7.8 | 8.5 | 8.5 | 1.6 | 1.6 |
MECP2 | 10605247 | NS/S | Methyl-CpG binding protein 2 | Transcriptional regulation | Nuc | 8.8 | 9.0 | 9.1 | 1.1 | 1.2 |
NLGN4X | 10601152 | NS | X-linked neuroligin 4 | Synaptic adhesion protein | PM, Syn | 9.5 | 9.9 | 9.8 | 1.3 | 1.2 |
OPHN1 | 10605884 | NS/S | Oligophrenin 1 | Rho-GTPase activating protein | Cyto | 8.2 | 9.3 | 9.3 | 2.2 | 2.1 |
PAK3 | 10602198 | NS | p21-activated kinase 3 | Effector of Rho-GTPases | Cyto | 9.9 | 10.1 | 9.9 | 1.1 | 1.0 |
PQBP1 | 10603373 | NS/S | Polyglutamine binding protein 1 | Transcriptional regulation | Nuc, Cyto | 10.9 | 11.3 | 10.8 | 1.3 | 1.0 |
PRSS12 | 10495854 | NS | Neurotrypsin | Synaptic protease/cleaves agrin/synaptic plasticity | EC | 6.9 | 7.3 | 7.1 | 1.3 | 1.2 |
PTCHD1 | 10607486 | NS | Patched domain 1 | Hedgehog receptor? | PM | 6.4 | 6.5 | 6.4 | 1.1 | 0.9 |
RPS6KA3 | 10602772 | NS/S | Ribosomal protein S6 kinase, 90kDa, polypeptide 3 | Ras/Map/ERK regulation | Cyto | 9.8 | 9.8 | 9.6 | 1.0 | 0.9 |
SHANK2 | 10559343 | NS | SH3 and multiple ankyrin repeat domains 2 | Scaffolding and cell adhesion protein/synaptic plasticity | Cyto, Syn | 7.1 | 7.7 | 7.9 | 1.5 | 1.7 |
SHROOM4 | 10598240 | NS/S | Shroom family member 4 | Cytoskeletal architecture | Cyto | 6.2 | 5.7 | 5.8 | 0.7 | 0.8 |
SLC6A8 | 10600210 | NS | Solute carrier family 6 member 8 | Creatine transporter | PM | 8.4 | 8.3 | 8.5 | 0.9 | 1.1 |
STXBP1 | 10481711 | NS | Syntaxin-binding protein 1 | Synaptic vesicle docking and fusion/neurotransmission | PM, Syn, Cyto | 8.6 | 10.8 | 10.9 | 4.6 | 5.0 |
SYNGAP1 | 10443091 | NS | Synaptic Ras GTPase activating protein 1 | NMDA receptor complex/Ras/Map/ERK regulation | PM, Syn | 9.6 | 10.2 | 10.7 | 1.6 | 2.1 |
SYP | 10598359 | NS/S | Synaptophysin | Synaptic vesicle protein | Syn | 8.8 | 10.9 | 10.6 | 4.2 | 3.5 |
TSPAN7 | 10598626 | NS/S | Tetraspanin 7 | Synapse maturation? | PM, Syn | 11.9 | 11.7 | 11.2 | 0.8 | 0.6 |
TRAPPC9 | NA | NS | NIK- and IKKB-binding protein | Neuronal NF-κB signaling/vesicular transport | Golgi, ER, Cyto | NA | ||||
TUSC3 | 10571371 | NS | Tumor suppressor candidate 3 | Mg2+ uptake/oligosaccharide transferase/N-glycosylation | ER | 9.3 | 10.2 | 10.2 | 1.8 | 1.8 |
UPF3B | 10604078 | NS/S | UPF3 regulator of nonsense transcripts homolog B | mRNA nuclear export and surveillance | Nuc, Cyto | 7.9 | 8.1 | 8.0 | 1.1 | 1.1 |
ZNF41/zfp27 56% | NA | NS | Zinc finger protein 41 | Putative repressor of transcription | Nuc | NA | ||||
ZNF674/zfp182 56% | 10603881 | NS | Zinc finger protein 674 | Putative repressor of transcription | Nuc | 6.9 | 7.5 | 7.2 | 1.5 | 1.2 |
ZNF711/zfp711 98% | 10601492 | NS | Zinc finger protein 711 | Activator of transcription? | Nuc | 8.6 | 9.7 | 9.4 | 2.1 | 1.7 |
ZNF81/zfp160 47.4% | 10442172 | NS | Zinc finger protein 81 | Repressor of transcription? | Nuc | 8.3 | 8.9 | 8.6 | 1.5 | 1.2 |
A dataset of genes expressed by immature mouse cortical neurons at E13.5 and E14.5 (26) was queried for the expression of human NS-ID orthologs identified in (30). The expression values are reported as RMA (robust multichip average) as a log2 scale (e.g., RMA 9.0 is twofold higher than RMA 8.0). The fold-up values are derived from comparing the expression of the gene in the GFP+ neuronal population to the expression of the gene in GFP-neural precursors. Highlighted rows identify genes that are either not represented in the mouse data set (NA) or are expressed at levels below threshold (RMA = 7.0). Mouse zinc finger protein (Zfp) orthologs are listed with their percent amino acid identity to the corresponding human zinc finger protein (ZNF). The human NS-ID table is modified from Kaufman et al. (30) with permission.
EC, extracellular; ER, endoplasmic reticulum; Golgi, Golgi apparatus; Syn, synapse; PM, plasma membrane; Nuc, nucleus; Mito, mitochondria.
What functions might these NS-ID genes be performing during this early period? Expression analysis identified 15 out of 38 (40%) of these early expressed NS-ID gene products as being localized to the nucleus with most of these genes having functions in transcription, chromosomal remodeling, or RNA transport (Table 1) (30). An additional 10 of 38 (26%) of the predicted gene products localize to the plasma membrane, where they perform diverse functions as synaptic proteins, adhesion proteins, transporters, and receptors. This group includes Cadherin15 (CDH15) and a subunit of an ionotropic glutamate receptor (GRIK2). Four out of five NS-ID gene products that localize to the cytoplasm are involved in the regulation of small GTPases, namely, Rho, Cdc42, and Rab1, which coordinate cytoskeletal remodeling and vesicular transport, respectively. The five most upregulated NS-ID genes (STXBP1, SYP, FMR2, KIRREL3, and CASK) encode proteins with likely synaptic function. This was a surprise, since there are no morphologically identified synapses on L6 neurons at this time in development. While some of these early expressed mRNAs may not encode functional proteins, it is likely that many NS-ID genes have important roles during this very early period of cortical development.
Cellular Dynamics during Early Cortical Development
This dynamic transcriptional profile may underlie the coincident processes of cortical neuron migration and molecular differentiation. Before achieving their mature form, cortical neurons are known to transition through multiple morphological states: from multipolar neuron to radial glial-associated migrating neuron to post migratory differentiating neuron (31–34). Immediately after cell cycle exit, the immature neuron adopts a multipolar morphology and migrates slowly through intermediate zone (IZ) (33, 34) while simultaneously initiating an axon (35, 36). The multipolar neuron, trailing an axon, continues migration until it reaches the SP, the layer of pioneer neurons that underlie the forming CP. At the SP, migrating neurons change from the multipolar shape to a bipolar shape coincident with their attachment to a radial glial fiber (37). The neuron, now apposed to the radial glial fiber, migrates through the developing CP in a saltatory (stepwise) fashion (38). As the neuron approaches the top of the CP, the neuron detaches from the radial glial fiber and translocates into position underneath the MZ (future layer 1) (38) where it elaborates an apical dendrite and becomes excitable.
The sequence of morphological changes is less understood during the earlier period of preplate splitting. Two models have been proposed to account for the appearance of L6 neurons within the preplate. The first model posits direct somal translocation of the immature neuron from the VZ into the preplate (38, 39). This translocation involves the rapid movement of the nucleus into the leading process of the neuron and is thought to occur independent of radial glial guidance or attachment (38). Thus, as more L6 neurons translocate into the preplate, the preplate is split into the MZ and SP. This model, however, appears inconsistent with prior histological observations using electron microscopy (7, 40) and the Golgi stain method (7, 40), or with more recent observations made from the Eomes:eGFP embryonic cortex (10). In these animals, GFP expressing neurons of the excitatory lineage were found intermixed with Calretinin expressing preplate neurons, prior to preplate splitting (Figures 1A–C). Furthermore, below this mixture of preplate and L6 neurons lies a thick IZ composed of multipolar neurons that do not show translocating morphology (i.e., highly elongated in the radial direction). Thus, the GFP+ cells that are poised to enter the developing CP are not translocating from the VZ. Instead, preplate splitting appears to be initiated by polarized dendritic growth of L6 neurons and the concurrent coalescing of these L6 neurons into an organized and recognizable CP. The calcium-binding protein Calretinin is a marker for subsets of both MZ and SP neurons during early rodent cortical development (41, 42) and therefore the separation of preplate Calretinin+ cells into the MZ and SP groups is a hallmark of preplate splitting. In this model, Calretinin+ MZ neurons stay in place and Calretinin+ SP neurons either actively migrate away (43) from or are passively displaced by the coalescing L6 neurons. Thus, the initial phase of preplate splitting is driven by active reorganization of these L6 neurons, rather than their translocation. Future imaging studies should help resolve these two models. In both models, however, the period of preplate splitting represents a period of dynamic cellular transformations.
Disruptions of Early Cortical Development
Disruptions of preplate splitting either by toxin or mutation (44) are associated with serious neurological disability including mental retardation, epilepsy (45), and possibly autism (46). Prenatal exposure to alcohol is a leading cause of mental retardation and intellectual disability (47, 48). The CDC estimates that 0.2–1.5 per 1000 live births are children with fetal alcohol syndrome (FAS), a syndrome defined by mental dysfunction (49). The cognitive deficits caused by prenatal exposure to EtOH are likely reflected in the specific functional and structural abnormalities found in brains of alcohol-exposed children (50, 51).
EtOH exposure is known to impact neuronal plasticity and these disruptions range from the short term (e.g., memory deficits caused by binge drinking) (52–54) to long term [e.g., disruption in memory and cognition associated with alcoholism (55)] to permanent [e.g., structural changes and intellectual disability associated with FASD (56, 57)] or chronic alcoholism (58). The disruptions caused by ethanol exposure vary with time period of exposure (59, 60). This differential sensitivity to ethanol may reflect the major underlying cellular processes occurring at the time of exposure (61).
Although EtOH exposure strongly promotes apoptosis during the synaptic formation period (62), EtOH can also target multiple events prior to synapse formation including neurogenesis, neuronal migration (63), axonal outgrowth (64, 65), and dendritic development (66–68). These biologically important processes can be assayed using early embryonic cortical explants. At this time, the cortex is small, composed of relatively few cell types and have few synapses. Nevertheless, these explants captures critical organotypic interactions including signals derived from other neurons as well as non-neuronal elements including radial glia (69, 70), blood vessels (71), meninges (72), and associated extracellular matrix (14). This organotypic environment provides the multiple substrates and signals that allow cortical neurons to mature through intermediate stages and to finally adopt appropriate form and function. Understanding how EtOH disrupts these signaling systems may be required for a fuller picture of the etiology FASD and the development of NS-ID.
Whole Hemisphere Explants
A whole hemisphere explant procedure that permits 2 days of organotypic growth and encompasses the period of preplate splitting has been valuable in understanding the cellular transformations of preplate splitting (10, 73). In this procedure, entire embryonic cortices are isolated with the meninges intact and are then cultured on collagen filters as is done with slice explants (74, 75). Keeping the meninges intact helps preserve the organization of the basal lamina, the radial glial endfeet as well as the pioneer neurons that are found in the MZ. Disruptions of the meninges during development, through mutation (76, 77) or injury (78) can cause focal heterotopia and disrupt underlying cortical layering. Therefore, keeping the meninges as intact as possible is desirable and allows for continuous growth and lamination of the CP during the in vitro period. The CP is organized and shows appropriate expression of the transcription factors Tbr1 and Ctip2. Similarly, the radial glial network is intact evidenced by appropriate expression of the intermediate filament protein Nestin (73).
Using the whole hemisphere explant model, it was found that cellular orientation and apical dendritic growth was disrupted by single dose ethanol exposure, with an increase in primary dendrite number detected within 4 h of exposure (67). This dendritic alteration was accompanied by a morphological compaction of the Golgi apparatus, a key support organelle for the growing dendrite (79), as well as a slower reduction in cytoskeletal F-actin and the microtubule associated protein MAP2 content (67). These disruptions are remarkably similar to, but less severe than, disruptions caused by disruption of the Reelin-signaling pathway (80). Reelin is a large glycoprotein that is secreted by Cajal–Retzius cells in the MZ, during the period of preplate splitting (14, 81). Without Reelin, the preplate fails to split (9, 74, 75) and the subsequently generated cortical layers pile up underneath L6 leading to an inversion of cortical layering (20). In human beings, Reelin deficiency leads to mild epilepsy and severe mental retardation (45). At the cellular level in Reelin-deficient (reeler) cortical explants, neurons were tangentially oriented rather than radially oriented. The dendritic arbor was simplified and these neurons displayed more primary processes and a compact Golgi apparatus (10, 80). In addition dendritic expression of F-actin and MAP2 was reduced in reeler mutants compared to wild-type controls (10). Thus, studies using early cortical explants are showing a potential convergence of cellular phenotypes underlying two etiologically distinct forms of intellectual disability.
Conclusion
Early cortical development is a period of remarkable dynamism with large scale changes in the pattern of gene expression, significant tissue growth and a surprising amount of neuronal differentiation. Disruption of early cortical development by exposure to toxin (e.g., EtOH) or mutation (e.g., Reln) can lead to intellectual disability. Explant models of early cortical development provide a bridge between dissociated culture studies and in vivo studies. The relatively small size and simple cellular composition allow for the study of disease relevant biology in the absence of synapses and functional circuits.
Conflict of Interest Statement
The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Acknowledgments
I thank members of the Developmental Exposure Alcohol Research Center (DEARC) and my colleagues in my laboratory as well as Drs. Rick Matthews, Brian Howell, and David Cameron for valuable discussions. I thank Dr. John Vincent (Centre for Addiction and Mental Health, Toronto) for permission to use the Table of NS-ID genes from reference (30). The work was supported from NIAAA P50AA015850 (DEARC) and NINDS R01NS066071 grants.
Footnotes
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