ABSTRACT
Mutations in the potassium channel tetramerization domain-containing 7 (KCTD7) gene are associated with a severe neurodegenerative phenotype characterized by childhood onset of progressive and intractable myoclonic seizures accompanied by developmental regression. KCTD7-driven disease is part of a large family of progressive myoclonic epilepsy syndromes displaying a broad spectrum of clinical severity. Animal models of KCTD7-related disease are lacking, and little is known regarding how KCTD7 protein defects lead to epilepsy and cognitive dysfunction. We characterized Kctd7 expression patterns in the mouse brain during development and show that it is selectively enriched in specific regions as the brain matures. We further demonstrate that Kctd7-deficient mice develop seizures and locomotor defects with features similar to those observed in human KCTD7-associated diseases. We also show that Kctd7 is required for Purkinje cell survival in the cerebellum and that selective degeneration of these neurons is accompanied by defects in cerebellar microvascular organization and patterning. Taken together, these results define a new model for KCTD7-associated epilepsy and identify Kctd7 as a modulator of neuron survival and excitability linked to microvascular alterations in vulnerable regions.
KEY WORDS: Kctd7, Epilepsy, Seizure, Motor defects, Cerebellum, Vasculature
Summary: Kctd7 knockout mice develop seizures and locomotor defects, mirroring KCTD7-driven progressive myoclonic epilepsy in humans, and show neuronal cell death in the cerebellum and region-specific defects in brain microvasculature.
INTRODUCTION
Mutations in the potassium channel tetramerization domain-containing (KCTD) 7 (KCTD7) gene cause progressive myoclonic epilepsy (PME) 3 (OMIM 611726), a rare but often crippling neurodevelopmental and epileptic disorder. KCTD7-related progressive myoclonic epilepsy (KCTD7-PME) has been reported in over 55 patients with more than 40 unique variants (Burke et al., 2021; Dai et al., 2019; Dudipala et al., 2021; Farhan et al., 2014; Kousi et al., 2012; Kozina et al., 2020; Lindy et al., 2018; Mastrangelo et al., 2019; Mei et al., 2019; Metz et al., 2018; Rahman and Fatema, 2021; Vairo et al., 2017; Van Bogaert et al., 2007; Blumkin et al., 2012; Moen et al., 2016). Affected patients carry homozygous or compound heterozygous mutations, whereas heterozygous family members are neurologically unaffected (Metz et al., 2018). Patients with PME are characterized by early-onset seizures, delayed development, ataxia, motor control defects and, in some cases, progressive microcephaly (Van Bogaert, 2016). Some KCTD7-PME patients also display features consistent with neuronal ceroid lipofuscinosis [or ceroid lipofuscinosis, neuronal (CLN)] characterized by the accumulation of intracellular autofluorescent lipid material (Mastrangelo et al., 2019; Staropoli et al., 2012). The severe disease characteristics of KCTD7-PME are consistent with the widespread expression of KCTD7 throughout multiple brain areas in adults (Kousi et al., 2012; Azizieh et al., 2011).
Since the first reports of KCTD7-associated PME appeared over a decade ago, there has been a growing interest in KCTD biology. KCTD7 belongs to a family of 25 potassium channel tetramerization domain proteins with largely unknown cellular function. All members contain the T1 tetramerization domain of voltage-gated potassium channels (Kreusch et al., 1998; Stogios et al., 2005), and KCTD7 has been variably associated with neuronal potassium channel function (Azizieh et al., 2011 (Metz et al., 2018; Staropoli et al., 2012; Liu et al., 2013), tumorigenesis (Angrisani et al., 2021) and autophagy (Metz et al., 2018). Even less is known about the precise molecular and cellular biology underlying KCTD7-driven human pathology, and no mouse models of the neurological disease have as yet been reported, apart from our recent study of Kctd7-linked retinal function and vascular defects (Alevy et al., 2019). As anti-epileptic treatments are only partially effective in mitigating KCTD7-dependent seizure activity or attenuating the course of other neurological defects, there is a critical need to model and understand the pathophysiology of KCTD7-associated disease.
Toward this goal, we first characterized Kctd7 expression patterns in the developing mouse brain. We found that Kctd7 expression emerges early in postnatal development and is further enriched in specific brain regions, including the cerebellum, hippocampus and olfactory bulb, as the brain matures. We then examined the cortical excitability phenotype of mice lacking both copies of the Kctd7 gene and discovered that young mutants display many of the signature features of human KCTD7-PME, including juvenile electrographic and behavioral myoclonic seizure activity and impaired motor function, accompanied by poor survival of Purkinje neurons and defects in the cerebellar microvasculature. We conclude that Kctd7 is indispensable for the proper development and maintenance of neuron network activity, which, in turn, is correlated with reduced Purkinje neuron survival and abnormal cerebellar microvascular organization. These results provide a model for KCTD-associated PME that may be useful for understanding human disease progression and mitigating pathology.
RESULTS
Kctd7 expression is developmentally regulated
KCTD7-driven PME is characterized by early disease onset (Van Bogaert, 2016). As reliable antibodies against Kctd7 for immunohistochemistry are not available, we used in situ hybridization for Kctd7 mRNA to examine the timing and specificity with which Kctd7 gene expression patterns emerge in sagittal brain sections of wild-type animals during postnatal development. We focused our in situ analyses on key brain maturation time points, postnatal day (P) 2, P6, P14 and P60 (Fig. 1A-E). We found that Kctd7 mRNA transcripts were enriched in the developing cerebellum and hippocampus as early as P2-P6, and by P14 showed intense expression in cerebellar, hippocampal, and olfactory bulb neurons. This enrichment was maintained into adulthood (Fig. 1A-D). To confirm and extend these results, we quantified and compared Kctd7 levels at P60 to determine how expression levels vary across regions. We found a 1.5-fold enrichment of Kctd7 signal in the P60 cerebellum relative to the forebrain (Fig. 1E), suggesting that this region might be a key site of Kctd7 activity to prevent ataxic motor deficits in this disorder. We also identified intense Kctd7 expression at this time point in the entorhinal cortex and the subthalamic nucleus, regions linked to epilepsy and focal motor phenotypes (Ren et al., 2020) (Fig. S1). In parallel, we performed quantitative real-time PCR (qRT-PCR) to measure Kctd7 levels in the hippocampus, brain stem, cerebellum, cortex and olfactory bulb at P6 and P14 (Fig. 1F). The relative gene expression levels were comparable to the in situ hybridization patterns and intensities at these time points (Fig. 1B,C). These data indicate that Kctd7 expression is temporally regulated, attains high levels during early postnatal time points, and is extensively maintained into adulthood.
Kctd7-deficient mice display myoclonic seizures and locomotor defects that share features of human disease
KCTD7-PME patients display myoclonic or generalized tonic-clonic seizures with abnormal electroencephalograms (EEGs) featuring frequent multifocal and/or generalized spike waves associated with an excess of slow activity (Dai et al., 2019; Dudipala et al., 2021; Farhan et al., 2014; Kousi et al., 2012; Mastrangelo et al., 2019; Mei et al., 2019; Van Bogaert et al., 2007; Blumkin et al., 2012; Moen et al., 2016; Staropoli et al., 2012; Krabichler et al., 2012). We performed chronic video-EEG monitoring in 2-month-old moving young adult Kctd7-deficient mice and detected robust spontaneous epileptiform activity, consisting of interictal multifocal fast cortical spike and polyspike discharges in eight of ten animals recorded (Fig. 2A). In seven of these mice, the spikes triggered clearly observable episodes of single myoclonic jerks of the head, with a sudden head/shoulder drop (Fig. 2B-1). Behavioral myoclonic seizures were also noted (Fig. 2B-2), consisting of high-frequency runs of repetitive spike discharges with a myoclonic head drop and clonic truncal and limb movements, followed in some instances by abnormal tremor and repetitive grooming and movements of the forelimbs (Movie 1). These episodes could last from several seconds to 1-2 min. Occasional brief episodes of 6 s spike-wave discharges with behavioral arrest were also detected (Fig. 2B-3). No generalized tonic-clonic convulsions were observed, and all seizure events were immediately followed by a return to normal EEG activity and motor behavior upon termination of the seizure.
Human KCTD7 patients display pronounced motor defects that can manifest as ataxia, tremors and dyskinesia (Dai et al., 2019; Farhan et al., 2014; Kousi et al., 2012; Kozina et al., 2020; Mastrangelo et al., 2019; Blumkin et al., 2012; Staropoli et al., 2012). As Kctd7 is heavily expressed in the cerebellum and enriched in Purkinje neurons, which regulate and coordinate motor movements (Fig. 1; Sathyanesan et al., 2019; Chambers and Sprague, 1955; Morton and Bastian, 2007; Valle et al., 2017), we tested whether seizures in Kctd7-deficient mice were accompanied by interictal motor coordination deficits. We employed the footprint test to evaluate gait, and the accelerating rotarod and parallel grid footslip assays to evaluate limb coordination at 2 months of age. Kctd7-deficient mice displayed defects in gait, as the print area, swing speed and body speed were all decreased for each of the four paws (Fig. 2C-E). Despite the gait defect at this age, limb coordination as measured by both the parallel grid footslip assay and accelerating rotarod test appeared normal, with no significant difference in the number of footfalls and periods of immobility (Fig. S2A,B). These early alterations did not continue to progress, as similar findings were observed at 5 months of age (Fig. S2C). Taken together, these data indicate that mice deficient in Kctd7 develop some features of human disease-associated gait alterations. However, the more extensive ataxia and progressive lack of motor coordination reported in many human cases were not observed in this model.
Loss of Kctd7 is accompanied by sporadic Purkinje neuron degeneration
To examine the anatomical basis for the deficits, we carried out a histological analysis of the brain in age-matched control and Kctd7−/− mice. To evaluate neuronal integrity, we utilized a panel of neuron-specific mRNA and antibody markers (Table 1). We sampled a range of brain regions, with a particular focus on the cerebellum, given its high levels of Kctd7 expression and key role in motor coordination. We used an anti-calbindin antibody to mark Purkinje neurons and distinguish them from Bergman glia, and quantified calbindin-positive cells by in situ hybridization and immunohistochemistry. We observed a patchy loss of Purkinje neurons in adult Kctd7−/− mice, with small gaps and larger cell-free stretches in a number of cerebellar folia regions (Fig. 3A,B). To investigate the timing of the cell loss, we focused subsequent analysis on anterior and central lobules V/VI, given their critical involvement in locomotion and ataxia (Chambers and Sprague, 1955; Morton and Bastian, 2007; Valle et al., 2017). In this region, we observed a somewhat progressive loss of Purkinje neurons at 2 months of age, with a 31% reduction (P=0.0290, Fig. 3C,D) compared to wild-type mice. By 5 months of age, 37% of the Purkinje neurons were lost (P<0.0001, Fig. 3C,E). To confirm that this reduction was not due to a Kctd7-dependent decline in calbindin levels in vulnerable cells, we stained cells for both carbonic anhydrase related protein 8 (CAR8, encoded by Car8) and inositol 1,4,5-trisphosphate receptor 1 (IP3R1, encoded by Itpr1), selective markers of Purkinje neurons. Both markers validated a similar loss of Purkinje neurons in Kctd7−/− mice (Fig. S3A,B). The requirement for Kctd7 for neuronal survival within the cerebellum appeared to be specific to Purkinje cells, as the average thickness of the underlying granule cell layer did not differ between controls and mutants (Fig. S4). To test the regional specificity of neuronal loss, we also examined the dentate gyrus and CA1 region of the hippocampus. Staining with a diverse array of neuron subtype-specific markers revealed no apparent change in neuron distribution, organization or number in these regions (Fig. S5). Collectively, these data suggest that Kctd7 is required for long-term survival of Purkinje neuron subsets, consistent with the early and progressive motor deficits observed in KCTD7-associated PME.
Table 1.
Cerebellar vasculature defects accompany neuron loss in Kctd7-deficient mice
Using the same Kctd7−/− mouse model, we previously showed that Kctd7 is required for neurovascular development and patterning in the retina (Alevy et al., 2019). We questioned whether these defects might extend to the brain. Changes in the vasculature and underlying regulatory pathways, as mediated by vascular endothelial growth factor (VEGF) have been increasingly observed in human and experimental models of epilepsy (Croll et al., 2004; Morin-Brureau et al., 2011; Ndode-Ekane et al., 2010; Sun et al., 2016; Vezzani, 2005; Zhai et al., 2016; Tang et al., 2017). In the cerebellar cortex, Purkinje cells are highly vulnerable to late-onset degeneration and could be sensitive to abnormal neurovascular coupling, which requires a properly patterned microvasculature (Mapelli et al., 2017). We therefore began our investigation by examining the cerebral capillary network at 2 months of age using an antibody against CD31 (also known as platelet endothelial cell adhesion molecule 1 or PECAM-1) (Muller et al., 1989). The microvascular network within the cerebellum of Kctd7-deficient mice showed an increase in vessel branching relative to age-matched controls (54% increase, P=0.0359, Fig. 4A,B). These alterations might be specific to regions in which high levels of Kctd7 are present, as vessel organization and branching were unaltered in the neocortex relative to controls (P=0.8714, Fig. 4C,D). These results indicate that Kctd7 is required for maintaining proper regional organization of the brain microvasculature and that Purkinje cell loss in the cerebellum is accompanied by alterations in local microvascular organization.
DISCUSSION
Since the identification of KCTD7 as an autosomal recessive, progressive myoclonus epilepsy-associated gene over 15 years ago, relatively little progress has been made toward understanding the pathophysiology linking KCTD7 to human neurodevelopmental disease. Here, we identify key cellular and behavioral phenotypes in a Kctd7−/− mouse line that recapitulate critical features of the human disorder. In wild-type animals, we find that although low levels of Kctd7 are broadly expressed, Kctd7 is enriched in specific forebrain and cerebellar areas during postnatal development and is maintained at high levels into adulthood. Kctd7−/− mice displayed functional deficits corresponding to the regions in which Kctd7 is normally enriched (e.g. neocortex, hippocampus and the cerebellar Purkinje cell layer) that might contribute to several key features of human KCTD7-associated disease. First, the null mutants developed frequent interictal myoclonic jerks and behavioral myoclonic seizures, including myoclonic jerks of the head and sudden head/shoulder drop. Second, there were early deficits in gait accompanied by segmental loss of cerebellar Purkinje neurons. Although the cell loss and motor deficits were relatively mild in this particular genetic strain, they are consistent with the wider spectrum of cerebellar atrophy and motor movement defects noted in many KCTD7-PME patients (Dai et al., 2019; Farhan et al., 2014; Kousi et al., 2012; Kozina et al., 2020; Mastrangelo et al., 2019; Blumkin et al., 2012; Staropoli et al., 2012). Finally, as we found in the developing retina, loss of Kctd7 resulted in a hitherto unsuspected dysgenesis of cerebellar microvasculature. Together, these data indicate that Kctd7 function is required to prevent seizures and deficits in motor control, and add KCTD7-PME to the increasing number of gene defects linked to disordered brain microvasculature in epilepsy.
Our spatiotemporal expression profiling in mice reveals that although low levels of Kctd7 are broadly expressed, the gene becomes particularly enriched in the CA1-CA4 regions of the hippocampus, the dentate gyrus granule cell layer, mitral cell layer of the olfactory bulb and Purkinje neurons of the cerebellum as development proceeds. These data are consistent with previous reports (Kousi et al., 2012; Azizieh et al., 2011). Although additional studies are needed, a low-resolution survey of cortical and hippocampal morphology and neuron density did not reveal Kctd7-dependent alterations. In contrast, although Kctd7 is uniformly expressed in all Purkinje cells, some appear more dependent on Kctd7 for their survival, albeit in a segmental manner that crosses the boundaries of known cerebellar cortex compartments (Sarna and Hawkes, 2003). These data are consistent with early motor function declines reported in the majority of KCTD7 human patients (Van Bogaert, 2016; Teng et al., 2019) as well as more rarely reported cerebellar atrophy (Moen et al., 2016; Staropoli et al., 2012).
Several possible mechanisms can be explored to account for the Purkinje cell loss. Purkinje cells display sporadic susceptibility to diseases that alter protein function, aggregation and homeostasis, or lysosome function. These diseases include the large family of spinocerebellar ataxias (SCAs), which involve microsatellite repeat expansions or point mutations, Huntington's disease and tuberous sclerosis complex-related autism spectrum disorder (Ashizawa et al., 2018; Reith et al., 2013; Rodda, 1981). In addition, their function and survival depend on developmentally regulated wiring outcomes between Purkinje cells, cerebellar granule neurons and other cells in this circuit (van der Heijden and Sillitoe, 2021). Other genes implicated in the early death of these cells include the Lurcher allele, a semi-dominant mutation in the δ2 glutamate receptor encoding gene Grid2 (Armstrong et al., 2011), and Weaver (Girk2) (Liesi et al., 2000). Although these syndromes alter Purkinje cell survival, only SCA13 (KCNC3) (Hsieh et al., 2020) and KCTD7 implicate potassium channel function in selective Purkinje cell death. Unlike most SCA genes, KCTD7 mutations promote an early onset of ataxia.
Potential Kctd7 biological functions include a role in both cellular homeostasis and potassium channel activity, which could alter neuron function. Evidence for Kctd7-dependent cellular homeostasis pathways appears to converge on the lysosome. KCTD7-associated disorders have been reported as the lysosomal storage disease CLN type 14 (CLN14). However, these conclusions were drawn primarily from two patients (Mastrangelo et al., 2019; Staropoli et al., 2012), and there is some consensus that KCTD7-associated pathologies might be distinct from CLN (Kousi et al., 2012; Metz et al., 2018; Teng et al., 2019). In agreement with this idea, it is possible that CLN-associated findings might be due to the documented interaction of KCTD7 with cullin-3, a component of cullin-RING E3 ubiquitin ligase complexes (Metz et al., 2018; Azizieh et al., 2011). Thus, KCTD7 could modulate proteostasis, and mutations in KCTD7 could lead to disease through the accumulation of undegraded proteins. However, proteins that are targets of KCTD7-dependent ubiquitination have not been identified. Alternatively (or in addition), Kctd7 might impact potassium conductance. Like other KCTD family proteins, KCTD7 acquired its name from the single N-terminal BTB/POZ (protein bric-a-brac, tramtrak and broad complex/poxvirus zinc finger) domain that bears homology to the T1/BTB voltage-gated potassium channel tetramerization domain required for functional channel assembly (Ji et al., 2016; Skoblov et al., 2013). In support of this idea, expression of KCTD7 in mouse neurons or Xenopus oocytes hyperpolarizes cells, and patient mutations could inhibit potassium flux (Moen et al., 2016; Azizieh et al., 2011). Kctd7 might also directly associate with GABAB receptor subunits and control potassium conductance through G protein-based regulation, as has been documented for KCTD8, KCTD12, KCTD12B and KCTD16 (Fritzius et al., 2017; Schwenk et al., 2010; Seddik et al., 2012). The mechanism underlying KCTD7 deficiency in regulating seizure activity will require a systematic examination of cellular excitability, beginning within the regions of highest expression.
Although many key disease features were conserved, Kctd7−/− mice did not display the severity of the locomotor defects nor the progressive nature of the disease described in many reports of human KCTD7-associated PME. Whether this reflects differences between mouse and human central nervous system biology, genetic backgrounds or potential differences caused by specific KCTD7 mutant alleles remains to be determined. We note that PME manifestations in humans also vary widely in their clinical phenotypes and their severity (Teng et al., 2019; Narayanan et al., 2022).
Finally, our results suggest a previously undescribed role for altered cerebellar microvascular patterning in KCTD7-associated disease. These results are consistent with our previous work in the murine retina, in which we showed that Kctd7 deletion altered retinal function and increased vascular branching (Weiner et al., 2019). How might Kctd7 influence vessel branching? One possibility is that Purkinje neuron loss is causal to the vasculature changes. In the retina, however, vasculature alterations were not accompanied by neuron loss in Kctd7−/− mice, indicating that vessel changes and local cell death can occur independently. An alternative possibility is that defects result from Kctd7-dependent changes in excitability. In line with this idea, voltage-gated potassium channels participate in returning a depolarized cell to a resting state, and Kctd7 might similarly help bring the membrane potential closer to the equilibrium potential after depolarization. Thus, removing Kctd7 might ultimately result in neuron hyperexcitability, which might lead to increased nutrient demand and induce branching alterations. Finally, we cannot exclude the possibility that Kctd7 plays an intrinsic role in the vasculature itself, as potassium current can influence vessel tone and blood flow (Filosa et al., 2006; Iadecola, 2017).
In summary, our findings are the first to establish a clinically relevant model for the study of KCTD7-associated human disease with several key conserved features of human pathology. We show that this neuronally enriched protein is required to prevent seizure activity and locomotor defects and that these functional pathologies are accompanied by selective neuronal loss in the cerebellum with microvasculature alterations. Taken together with previous work, these data suggest that Kctd7 plays critical, region-specific roles in nervous system function. These results serve as a starting point to clarify additional aspects of Kctd7 biology in the brain as well as test potential therapeutics for this intractable disease.
MATERIALS AND METHODS
Mouse strains
The Kctd7 mutant mouse (Kctd7−/−) was provided by the International Mouse Phenotyping Consortium [Kctd7em2(IMPC)Bay]. The Kctd7 knockout was generated through a deletion of exon 2, producing a nonfunctional truncated protein through the introduction of a premature stop codon, resulting in a truncated protein fragment that is degraded through nonsense-mediated decay (Fig. S6). Deletion of the expected exon was validated by Sanger sequencing. Animals were maintained on a C57BL/6NJ background, and age-matched, wild-type C57BL/6NJ controls were used for all studies. Female and male mice of approximately equal numbers were included in all studies. Experiments were carried out in accordance with the Guide for the Care and Use of Laboratory Animals of the National Institutes of Health under protocols approved by the Baylor College of Medicine Institutional Animal Care and Use Committee.
Tissue preparation and immunohistochemistry
Brains were collected from wild-type and/or Kctd7−/− animals at 2 and 5 months of age. For immunohistochemistry, mice were perfused with PBS followed by 4% paraformaldehyde (w/v). Brains were then fixed overnight in 4% paraformaldehyde/PBS (w/v) and rinsed with additional PBS. Antibody information, dilutions and specificity are detailed in Table 1. The brain was cryoprotected in 30% sucrose overnight, embedded in Optimal Cutting Temperature (OCT) compound (VWR), frozen in methyl butane on dry ice, sectioned into 35 μm slices using a cryostat, and stored in wells filled with PBS. Free-floating sections were incubated in blocking solution [10% normal donkey serum and 0.5% Triton X-100 (v/v)] in PBS for 1 h, followed by incubation with primary antibodies overnight at 4°C and secondary antibodies for 1 h at room temperature. All samples were mounted on Superfrost slides and in Vectashield (Vectorlabs). Images were acquired on an Olympus FluoView FV1200 confocal microscope and processed using Fiji. Images were acquired with the following specifications: Purkinje neuron, vessel and Nissl staining, 1272×1272 µm; hippocampal staining, 634×634 µm.
Histological quantification
For quantification, images were collected from three to six animals per group with at least three image stacks per animal. For vasculature quantification, brain sections were stained with anti-CD31 antibodies, and the number of branch points were quantified in merged images from 20-50 consecutive optical sections. To examine vessels and neuron subsets and to quantify their numbers and organization, we used antibodies specific for each cell type in a given region (Table 1). The total number of somas for each neuron type was quantified in standardized 1272×1272 µm optical sections from 20-50 consecutive optical sections per image stack. The granular layer thickness was also quantified in standardized 1272 µm×1272 µm optical sections from 20-50 consecutive optical sections per image stack. We report the average of ten length measurements per lobe per animal determined at regions near the vermis.
qRT-PCR
Brain regions were dissected in ice-cold RNase-free water, and each sample was homogenized separately. Total RNA was purified from each sample using an RNeasy Plus Mini Kit (QIAGEN) according to the manufacturer's instructions. First-strand cDNA synthesis was performed using a complementary DNA synthesis kit (iScript Reverse Transcription Supermix for qRT-PCR; Bio-Rad) according to the manufacturer's protocol. qRT-PCR was performed with primers for Kctd7 (forward, 5′-CTGCTGCCCCAGGAGTTTCC-3′, and reverse, 5′-GATGAAGTACCGGCCCTCGG-3′) and Gapdh (forward, 5′-AGGTCGGTGTGAACGGATTTG-3′, and reverse, 5′-TGTAGACCATGTAGTTGAGGTCA-3′) using iTaq Universal SYBR Green Supermix (Bio-Rad) and a CFX384 Touch Real-Time PCR Detection System (Bio-Rad). Relative quantification was determined using the ΔΔCt method (Livak and Schmittgen, 2001). Genes of interest were normalized to Gapdh. Primers were designed in-house using the Primer-BLAST software or obtained from the Harvard Primer Bank and others (Spandidos et al., 2010).
In situ hybridization
In situ hybridization was performed by the RNA In Situ Hybridization Core at Baylor College of Medicine using an automated robotic platform as previously described (Yaylaoglu et al., 2005). We prepared a digoxigenin (DIG)-labeled riboprobe to Kctd7 using reverse-transcribed mouse cDNA as a template that was generated from RNA harvested from mouse brain at embryonic day 15 and P7. First-strand cDNA synthesis was performed using the Superscript IV First-Strand Synthesis System (Invitrogen). PCR primers were used to generate cDNA fragments corresponding to the desired riboprobes for Kctd7 (forward, 5′-GCGATTTAGGTGACACTATAGTTCTGGCTCTGAGCTAAATTCC-3′, and reverse, 5′-GCGTAATACGACTCACTATAGGGCTTTACCCAGCATCTTTCAACC-3′). DIG-labeled riboprobes were synthesized using a DIG RNA labeling kit (Roche) and stored in hybridization buffer at a concentration of 100 ng/µl at −20°C.
For in situ hybridization, brains were cryoprotected in 30% sucrose, frozen in OCT, cryosectioned into 20 μm slices, and mounted on Superfrost Plus slides (VWR). Sections were fixed and acetylated before the hybridization procedure, which was performed on a high-throughput platform. The slides were developed chromogenically after a tyramide amplification step (TSA-Plus system, PerkinElmer Life Sciences) using 5-bromo-4-chloro-3-indolyl phosphate (BCIP) and Nitroblue Tetrazolium as a substrate for 20-40 min.
For fluorescence in situ hybridization, the samples were developed using tyramide labeled with Cy3 directly (TSA-Plus system) for 15 min and then stained with 4′,6-diamidino-2-phenylindole (DAPI) before mounting in Prolong Diamond (Invitrogen). To quantify fluorescence intensity for in situ hybridization (Fig. 1E), region boundaries were manually defined in P60 tissue using the corresponding DAPI images. The relative levels of the signal within each averaged layer were computed, and a background subtraction was applied to remove background noise.
EEG recording
Silver wire electrodes (0.0008 inch diameter) soldered to a microminiature connector were implanted bilaterally into the subdural space over the frontal and parietal cortex of mice under isoflurane anesthesia (2-4% O2). The reference electrode was placed over the right frontal lobe, and the ground electrode was placed over the left frontal lobe. Mice were allowed to recover for several days before simultaneous EEG and behavioral monitoring were performed using a digital video-electroencephalograph (Labchart, ADInstruments) upon mice of either sex while moving freely in the test cage. EEG activity from 13-week-old adult wild-type and mutant genotypes was assayed during multiple separate 24 h recording sessions. EEGs in each mouse were analyzed by two trained observers.
Behavioral assays
The spontaneous gait of moving mice was analyzed with CatWalk XT systems (Noldus Information) as described by Hamers et al. (2001). On the day of testing, the mice were acclimated for at least 30 min, and then placed on the Catwalk arena and left undisturbed to walk three compliant trials (<25% variation in speed, minimum speed 5 cm/s and maximum duration of 10 s). Print area, swing speed, body speed and stride length were categorized using the Catwalk XT software. For rotarod testing, mice were acclimated to the testing room for at least 30 min and then placed on the rotating rod. The time (latency) of fall from the rotating rod at increasing speeds and continuous acceleration was recorded. The starting speed was 5 rpm, and the rod was accelerated to a final speed of 40 rpm over 300 s. Mice were assayed in four trials per day for 2-4 days. For the parallel rod footslip assay, an apparatus adapted from Kamens et al. (2005) was used to simultaneously assess ataxia and locomotor activity. On the day of testing, the mice were acclimated for at least 30 min to the testing room. Mice were then placed in the chamber and left to freely move for 10 min. The apparatus tracks the position of the mouse (activity time) and the number of footslips. Foot contact at the bottom plate beneath the parallel rod footslip completes a circuit and activates a switch to monitor these features. Locomotion distance, immobile time and mean speed is measured by the ANY-maze tracking software using an overhead camera.
Statistical analysis
Statistical analyses on neuron numbers and vascular branch number were performed using an unpaired, two-tailed Student's t-test. To compare the averaged values of combined paw performances for the CatWalk analysis, we used the unpaired, two-tailed Welch's t-test. No statistical analysis was conducted to predetermine sample sizes. Randomization and blinding were not employed. Statistical differences were evaluated using GraphPad Prism 7 software. P<0.05 was considered statistically significant.
Supplementary Material
Acknowledgements
We thank members of our laboratory for scientific discussions and advice. We also thank John R. Seavitt, Arthur L. Beaudet and Mary E. Dickinson for assistance in the initial INSiGHT screen that led to this work. This project was supported by the RNA In Situ Hybridization Core facility at Baylor College of Medicine with the assistance of Cecilia Ljungberg, PhD, and funding from the National Institutes of Health (1S10 OD016167), Intellectual and Developmental Disabilities Research Center (1U54 HD083092) and the Eunice Kennedy Shriver National Institute of Child Health and Human Development). The use of the Cell and Tissue Pathogenesis Core was supported by the Eunice Kennedy Shriver National Institute of Child Health and Human Development of the National Institutes of Health under award number P50HD103555. The availability of the Knockout Mouse Project (KOMP) lines was supported by KOMP2 awards UM1HG006348, U42OD11174 and U54HG006348.
Footnotes
Competing interests
The authors declare no competing or financial interests.
Author contributions
Conceptualization: J.A., J.L.N., M.A.S.; Methodology: J.A., M.A.S.; Validation: J.H.L., V.A., J.Z.; Formal analysis: J.H.L., J.A., V.A., R.S., C.A.M., D.J.; Investigation: J.H.L., J.A., V.A., R.S., C.A.M., D.J.; Resources: R.V.S., J.L.N., M.A.S.; Data curation: J.H.L., J.A., V.A., M.A.S.; Writing - original draft: M.A.S.; Writing - review & editing: R.V.S., J.L.N., M.A.S.; Visualization: J.H.L., J.A., V.A., J.Z.; Supervision: R.V.S., J.L.N., M.A.S.; Funding acquisition: M.A.S.
Funding
This work was supported by the National Institutes of Health (DP2EY02798, 1R56AG061808, R01EY030458 and R21AG074163 to M.A.S.), the Blue Bird Circle Foundation, the National Institute of Neurological Disorders and Stroke (R01NS29709 to J.L.N.; 5F31NS120470-03 to J.Z.; R01NS089664 and R01NS100874 to R.V.S.), the Cancer Prevention and Research Institute of Texas (RR150005 to M.A.S.), the Brain Research Foundation and the Ted Nash Long Life Foundation. Open Access funding provided by the National Institutes of Health. Deposited in PMC for immediate release.
References
- Alevy, J., Burger, C. A., Albrecht, N. E., Jiang, D. and Samuel, M. A. (2019). Progressive myoclonic epilepsy-associated gene Kctd7 regulates retinal neurovascular patterning and function. Neurochem. Int. 129, 104486. 10.1016/j.neuint.2019.104486 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Angrisani, A., Di Fiore, A., De Smaele, E. and Moretti, M. (2021). The emerging role of the KCTD proteins in cancer. Cell Commun. Signal. 19, 56. 10.1186/s12964-021-00737-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Armstrong, C. L., Duffin, C. A., McFarland, R. and Vogel, M. W. (2011). Mechanisms of compartmental purkinje cell death and survival in the lurcher mutant mouse. Cerebellum 10, 504-514. 10.1007/s12311-010-0231-4 [DOI] [PubMed] [Google Scholar]
- Ashizawa, T., Oz, G. and Paulson, H. L. (2018). Spinocerebellar ataxias: prospects and challenges for therapy development. Nat. Rev. Neurol. 14, 590-605. 10.1038/s41582-018-0051-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Azizieh, R., Orduz, D., Van Bogaert, P., Bouschet, T., Rodriguez, W., Schiffmann, S. N., Pirson, I. and Abramowicz, M. J. (2011). Progressive myoclonic epilepsy-associated gene KCTD7 is a regulator of potassium conductance in neurons. Mol. Neurobiol. 44, 111-121. 10.1007/s12035-011-8194-0 [DOI] [PubMed] [Google Scholar]
- Blumkin, L., Kivity, S., Lev, D., Cohen, S., Shomrat, R., Lerman-Sagie, T. and Leshinsky-Silver, E. (2012). A compound heterozygous missense mutation and a large deletion in the KCTD7 gene presenting as an opsoclonus-myoclonus ataxia-like syndrome. J. Neurol. 259, 2590-2598. 10.1007/s00415-012-6545-z [DOI] [PubMed] [Google Scholar]
- Burke, E. A., Sturgeon, M., Zastrow, D. B., Fernandez, L., Prybol, C., Marwaha, S., Frothingham, E. P., Ward, P. A., Eng, C. M., Fresard, L.et al. (2021). Compound heterozygous KCTD7 variants in progressive myoclonus epilepsy. J. Neurogenet. 35, 74-83. 10.1080/01677063.2021.1892095 [DOI] [PubMed] [Google Scholar]
- Chambers, W. W. and Sprague, J. M. (1955). Functional localization in the cerebellum. II. Somatotopic organization in cortex and nuclei . AMA Arch. Neurol. Psychiatry 74, 653. [DOI] [PubMed] [Google Scholar]
- Croll, S. D., Goodman, J. H. and Scharfman, H. E. (2004). Vascular endothelial growth factor (VEGF) in seizures: a double-edged sword. Adv. Exp. Med. Biol. 548, 57-68. 10.1007/978-1-4757-6376-8_4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dai, L., Ding, C. and Fang, F. (2019). Two Chinese siblings with two novel KCTD7 mutations have dystonia or seizures and epileptic discharge on electroencephalograms. Seizure 70, 27-29. 10.1016/j.seizure.2019.06.007 [DOI] [PubMed] [Google Scholar]
- Dudipala, S. C., Prashanthi, M. and Chennadi, A. K. (2021). A novel mutation in KCDT7 gene in an Indian girl with progressive myoclonus epilepsy. Cureus 13, e13447. 10.7759/cureus.13447 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Farhan, S. M., Murphy, L. M., Robinson, J. F., Wang, J., Siu, V. M., Rupar, C. A., Prasad, A. N., FORGE Canada Consortium and Hegele, R. A. (2014). Linkage analysis and exome sequencing identify a novel mutation in KCTD7 in patients with progressive myoclonus epilepsy with ataxia. Epilepsia 55, e106-e111. 10.1111/epi.12730 [DOI] [PubMed] [Google Scholar]
- Filosa, J. A., Bonev, A. D., Straub, S. V., Meredith, A. L., Wilkerson, M. K., Aldrich, R. W. and Nelson, M. T. (2006). Local potassium signaling couples neuronal activity to vasodilation in the brain. Nat. Neurosci. 9, 1397-1403. 10.1038/nn1779 [DOI] [PubMed] [Google Scholar]
- Fritzius, T., Turecek, R., Seddik, R., Kobayashi, H., Tiao, J., Rem, P. D., Metz, M., Kralikova, M., Bouvier, M., Gassmann, M.et al. (2017). KCTD hetero-oligomers confer unique kinetic properties on hippocampal GABAB receptor-induced K+ currents. J. Neurosci. 37, 1162-1175. 10.1523/JNEUROSCI.2181-16.2016 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hamers, F. P., Lankhorst, A. J., van Laar, T. J., Veldhuis, W. B. and Gispen, W. H. (2001). Automated quantitative gait analysis during overground locomotion in the rat: its application to spinal cord contusion and transection injuries. J. Neurotrauma. 18, 187-201. 10.1089/08977150150502613 [DOI] [PubMed] [Google Scholar]
- Hsieh, J. Y., Ulrich, B. N., Issa, F. A., Lin, M. A., Brown, B. and Papazian, D. M. (2020). Infant and adult SCA13 mutations differentially affect Purkinje cell excitability, maturation, and viability in vivo. eLife 9, e57358. 10.7554/eLife.57358 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Iadecola, C. (2017). The neurovascular unit coming of age: a journey through neurovascular coupling in health and disease. Neuron 96, 17-42. 10.1016/j.neuron.2017.07.030 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ji, A. X., Chu, A., Nielsen, T. K., Benlekbir, S., Rubinstein, J. L. and Privé, G. G. (2016). Structural insights into KCTD protein assembly and Cullin3 recognition. J Mol. Biol. 428, 92-107. 10.1016/j.jmb.2015.08.019 [DOI] [PubMed] [Google Scholar]
- Kamens, H. M., Phillips, T. J., Holstein, S. E. and Crabbe, J. C. (2005). Characterization of the parallel rod floor apparatus to test motor incoordination in mice. Genes Brain Behav. 4, 253-266. 10.1111/j.1601-183X.2004.00100.x [DOI] [PubMed] [Google Scholar]
- Kousi, M., Anttila, V., Schulz, A., Calafato, S., Jakkula, E., Riesch, E., Myllykangas, L., Kalimo, H., Topçu, M., Gökben, S.et al. (2012). Novel mutations consolidate KCTD7 as a progressive myoclonus epilepsy gene. J. Med. Genet. 49, 391-399. 10.1136/jmedgenet-2012-100859 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kozina, A. A., Okuneva, E. G., Baryshnikova, N. V., Fedonyuk, I. D., Kholin, A. A., Il'ina, E. S., Krasnenko, A. Y., Stetsenko, I. F., Plotnikov, N. A., Klimchuk, O. I.et al. (2020). Two novel PCDH19 mutations in Russian patients with epilepsy with intellectual disability limited to females: a case report. BMC Med. Genet. 21, 209. 10.1186/s12881-020-01119-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Krabichler, B., Rostasy, K., Baumann, M., Karall, D., Scholl-Bürgi, S., Schwarzer, C., Gautsch, K., Spreiz, A., Kotzot, D., Zschocke, J.et al. (2012). Novel mutation in potassium channel related gene KCTD7 and progressive myoclonic epilepsy. Ann. Hum. Genet. 76, 326-331. 10.1111/j.1469-1809.2012.00710.x [DOI] [PubMed] [Google Scholar]
- Kreusch, A., Pfaffinger, P. J., Stevens, C. F. and Choe, S. (1998). Crystal structure of the tetramerization domain of the Shaker potassium channel. Nature 392, 945-948. 10.1038/31978 [DOI] [PubMed] [Google Scholar]
- Liesi, P., Stewart, R. R. and Wright, J. M. (2000). Involvement of GIRK2 in postnatal development of the weaver cerebellum. J. Neurosci. Res. 60, 164-173. [DOI] [PubMed] [Google Scholar]
- Lindy, A. S., Stosser, M. B., Butler, E., Downtain-Pickersgill, C., Shanmugham, A., Retterer, K., Brandt, T., Richard, G. and McKnight, D. A. (2018). Diagnostic outcomes for genetic testing of 70 genes in 8565 patients with epilepsy and neurodevelopmental disorders. Epilepsia 59, 1062-1071. 10.1111/epi.14074 [DOI] [PubMed] [Google Scholar]
- Liu, Z., Xiang, Y. and Sun, G. (2013). The KCTD family of proteins: structure, function, disease relevance. Cell Biosci. 3, 45. 10.1186/2045-3701-3-45 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Livak, K. J. and Schmittgen, T. D. (2001). Analysis of relative gene expression data using real-time quantitative PCR and the 2-ΔΔCT method. Methods 25, 402-408. 10.1006/meth.2001.1262 [DOI] [PubMed] [Google Scholar]
- Mapelli, L., Gagliano, G., Soda, T., Laforenza, U., Moccia, F. and D'Angelo, E. U. (2017). Granular layer neurons control cerebellar neurovascular coupling through an NMDA receptor/no-dependent system. J. Neurosci. 37, 1340-1351. 10.1523/JNEUROSCI.2025-16.2016 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mastrangelo, M., Sartori, S., Simonati, A., Brinciotti, M., Moro, F., Nosadini, M., Pezzini, F., Doccini, S., Santorelli, F. M. and Leuzzi, V. (2019). Progressive myoclonus epilepsy and ceroidolipofuscinosis 14: The multifaceted phenotypic spectrum of KCTD7-related disorders. Eur. J. Med. Genet. 62, 103591. 10.1016/j.ejmg.2018.11.025 [DOI] [PubMed] [Google Scholar]
- Mei, L., Huang, Y., Chen, J., He, X. M., Lin, S., Liao, L., Wang, X. Y., Huang, X. J., Sha, Y., Ji, Z.et al. (2019). Exome sequencing identifies compound heterozygous KCTD7 mutations in a girl with progressivemyoclonus epilepsy. Clin. Chim. Acta 493, 87-91. 10.1016/j.cca.2019.02.028 [DOI] [PubMed] [Google Scholar]
- Metz, K. A., Teng, X., Coppens, I., Lamb, H. M., Wagner, B. E., Rosenfeld, J. A., Chen, X., Zhang, Y., Kim, H. J., Meadow, M. E.et al. (2018). KCTD7 deficiency defines a distinct neurodegenerative disorder with a conserved autophagy-lysosome defect. Ann. Neurol. 84, 766-780. 10.1002/ana.25351 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Moen, M. N., Fjær, R., Hamdani, E. H., Laerdahl, J. K., Menchini, R. J., Vigeland, M. D., Sheng, Y., Undlien, D. E., Hassel, B., Salih, M. A.et al. (2016). Pathogenic variants in KCTD7 perturb neuronal K+ fluxes and glutamine transport. Brain 139, 3109-3120. 10.1093/brain/aww244 [DOI] [PubMed] [Google Scholar]
- Morin-Brureau, M., Lebrun, A., Rousset, M.-C., Fagni, L., Bockaert, J., de Bock, F. and Lerner-Natoli, M. (2011). Epileptiform activity induces vascular remodeling and zonula occludens 1 downregulation in organotypic hippocampal cultures: role of VEGF signaling pathways. J. Neurosci. 31, 10677-10688. 10.1523/JNEUROSCI.5692-10.2011 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Morton, S. M. and Bastian, A. J. (2007). Mechanisms of cerebellar gait ataxia. Cerebellum 6, 79. 10.1080/14734220601187741 [DOI] [PubMed] [Google Scholar]
- Muller, W. A., Ratti, C. M., McDonnell, S. L. and Cohn, Z. A. (1989). A human endothelial cell-restricted, externally disposed plasmalemmal protein enriched in intercellular junctions . J. Exp. Med. 170, 399-414. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Narayanan, D. L., Somashekar, P. H., Majethia, P. and Shukla, A. (2022). KCTD7-related progressive myoclonic epilepsy: report of three Indian families and review of literature. Clin. Dysmorphol. 31, 6-10. 10.1097/MCD.0000000000000394 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ndode-Ekane, X. E., Hayward, N., Grohn, O. and Pitkanen, A. (2010). Vascular changes in epilepsy: functional consequences and association with network plasticity in pilocarpine-induced experimental epilepsy. Neuroscience 166, 312-332. 10.1016/j.neuroscience.2009.12.002 [DOI] [PubMed] [Google Scholar]
- Rahman, M. M. and Fatema, K. (2021). Genetic diagnosis in children with epilepsy and developmental disorders by targeted gene panel analysis in a developing country. J. Epilepsy Res. 11, 22-31. 10.14581/jer.21004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Reith, R. M., McKenna, J., Wu, H., Hashmi, S. S., Cho, S.-H., Dash, P. K. and Gambello, M. J. (2013). Loss of Tsc2 in Purkinje cells is associated with autistic-like behavior in a mouse model of tuberous sclerosis complex. Neurobiol Dis 51, 93-103. 10.1016/j.nbd.2012.10.014 [DOI] [PubMed] [Google Scholar]
- Ren, L., Yu, T., Wang, D., Wang, X., Ni, D., Zhang, G., Bartolomei, F., Wang, Y. and Li, Y. (2020). Subthalamic nucleus stimulation modulates motor epileptic activity in humans. Ann. Neurol. 88, 283-296. 10.1002/ana.25776 [DOI] [PubMed] [Google Scholar]
- Rodda, R. A. (1981). Cerebellar atrophy in Huntington's disease. J. Neurol. Sci. 50, 147-157. 10.1016/0022-510X(81)90049-6 [DOI] [PubMed] [Google Scholar]
- Sarna, J. R. and Hawkes, R. (2003). Patterned Purkinje cell death in the cerebellum. Prog. Neurobiol. 70, 473-507. 10.1016/S0301-0082(03)00114-X [DOI] [PubMed] [Google Scholar]
- Sathyanesan, A., Zhou, J., Scafidi, J., Heck, D. H., Sillitoe, R. V. and Gallo, V. (2019). Emerging connections between cerebellar development, behaviour and complex brain disorders. Nat. Rev. Neurosci. 20, 298-313. 10.1038/s41583-019-0152-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schwenk, J., Metz, M., Zolles, G., Turecek, R., Fritzius, T., Bildl, W., Tarusawa, E., Kulik, A., Unger, A., Ivankova, K.et al. (2010). Native GABA(B) receptors are heteromultimers with a family of auxiliary subunits. Nature 465, 231-235. 10.1038/nature08964 [DOI] [PubMed] [Google Scholar]
- Seddik, R., Jungblut, S. P., Silander, O. K., Rajalu, M., Fritzius, T., Besseyrias, V., Jacquier, V., Fakler, B., Gassmann, M., Bettler, B.et al. (2012). Opposite effects of KCTD subunit domains on GABA(B) receptor-mediated desensitization. J. Biol. Chem. 287, 39869-39877. 10.1074/jbc.M112.412767 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Skoblov, M., Marakhonov, A., Marakasova, E., Guskova, A., Chandhoke, V., Birerdinc, A. and Baranova, A. (2013). Protein partners of KCTD proteins provide insights about their functional roles in cell differentiation and vertebrate development. Bioessays 35, 586-596. 10.1002/bies.201300002 [DOI] [PubMed] [Google Scholar]
- Spandidos, A., Wang, X., Wang, H. and Seed, B. (2010). PrimerBank: a resource of human and mouse PCR primer pairs for gene expression detection and quantification. Nucleic Acids Res. 38, D792-D799. 10.1093/nar/gkp1005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Staropoli, J. F., Karaa, A., Lim, E. T., Kirby, A., Elbalalesy, N., Romansky, S. G., Leydiker, K. B., Coppel, S. H., Barone, R., Xin, W.et al. (2012). A homozygous mutation in KCTD7 links neuronal ceroid lipofuscinosis to the ubiquitin-proteasome system. Am. J. Hum. Genet. 91, 202-208. 10.1016/j.ajhg.2012.05.023 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stogios, P. J., Downs, G. S., Jauhal, J. J., Nandra, S. K. and Prive, G. G. (2005). Sequence and structural analysis of BTB domain proteins. Genome Biol. 6, R82. 10.1186/gb-2005-6-10-r82 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sun, F. J., Wei, Y.-J., Li, S., Guo, W., Chen, X., Liu, S.-Y., He, J.-J., Yin, Q., Yang, H. and Zhang, C.-Q. (2016). Elevated expression of VEGF-C and its receptors, VEGFR-2 and VEGFR-3, in patients with mesial temporal lobe epilepsy. J. Mol. Neurosci. 59, 241-250. 10.1007/s12031-016-0714-y [DOI] [PubMed] [Google Scholar]
- Tang, M., Gao, G., Rueda, C. B., Yu, H., Thibodeaux, D. N., Awano, T., Engelstad, K. M., Sanchez-Quintero, M.-J., Yang, H., Li, F.et al. (2017). Brain microvasculature defects and Glut1 deficiency syndrome averted by early repletion of the glucose transporter-1 protein. Nat. Commun. 8, 14152. 10.1038/ncomms14152 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Teng, X., Aouacheria, A., Lionnard, L., Metz, K. A., Soane, L., Kamiya, A. and Hardwick, J. M. (2019). KCTD: A new gene family involved in neurodevelopmental and neuropsychiatric disorders. CNS Neurosci. Ther. 25, 887-902. 10.1111/cns.13156 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vairo, F. P., Boczek, N. J., Cousin, M. A., Kaiwar, C., Blackburn, P. R., Conboy, E., Lanpher, B. C., Gavrilova, R. H., Pichurin, P. N., Lazaridis, K. N.et al. (2017). The prevalence of diseases caused by lysosome-related genes in a cohort of undiagnosed patients. Mol. Genet. Metab. Rep. 13, 46-51. 10.1016/j.ymgmr.2017.08.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Valle, M. S., Bosco, G. and Poppele, R. E. (2017). Cerebellar compartments for the processing of kinematic and kinetic information related to hindlimb stepping. Exp. Brain. Res. 235, 3437-3448. 10.1007/s00221-017-5067-4 [DOI] [PubMed] [Google Scholar]
- Van Bogaert, P. (2016). KCTD7-related progressive myoclonus epilepsy. Epileptic Disord. 18, 115-119. 10.1684/epd.2016.0856 [DOI] [PubMed] [Google Scholar]
- Van Bogaert, P., Azizieh, R., Désir, J., Aeby, A., De Meirleir, L., Laes, J.-F., Christiaens, F. and Abramowicz, M. J. (2007). Mutation of a potassium channel-related gene in progressive myoclonic epilepsy. Ann. Neurol. 61, 579-586. 10.1002/ana.21121 [DOI] [PubMed] [Google Scholar]
- van der Heijden, M. E. and Sillitoe, R. V. (2021). Interactions between Purkinje cells and granule cells coordinate the development of functional cerebellar circuits. Neuroscience 462, 4-21. 10.1016/j.neuroscience.2020.06.010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vezzani, A. (2005). VEGF and seizures: cross-talk between endothelial and neuronal environments. Epilepsy Curr. 5, 72-74. 10.1111/j.1535-7597.2005.05209.x [DOI] [PMC free article] [PubMed] [Google Scholar]
- Weiner, G. A., Shah, S. H., Angelopoulos, C. M., Bartakova, A. B., Pulido, R. S., Murphy, A., Nudleman, E., Daneman, R. and Goldberg, J. L. (2019). Cholinergic neural activity directs retinal layer-specific angiogenesis and blood retinal barrier formation. Nat. Commun. 10, 2477. 10.1038/s41467-019-10219-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yaylaoglu, M. B., Titmus, A., Visel, A., Alvarez-Bolado, G., Thaller, C. and Eichele, G. (2005). Comprehensive expression atlas of fibroblast growth factors and their receptors generated by a novel robotic in situ hybridization platform. Dev. Dyn. 234, 371-386. 10.1002/dvdy.20441 [DOI] [PubMed] [Google Scholar]
- Zhai, X., Liang, P., Li, Y., Li, L., Zhou, Y., Wu, X., Deng, J. and Jiang, L. (2016). Astrocytes regulate angiogenesis through the Jagged1-mediated Notch1 pathway after status epilepticus. Mol. Neurobiol. 53, 5893-5901. 10.1007/s12035-015-9492-8 [DOI] [PubMed] [Google Scholar]
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