Recurrent deletions of ULK4 in schizophrenia: a gene crucial for neuritogenesis and neuronal motility

ABSTRACT Although many pathogenic copy number variations (CNVs) are associated with neuropsychiatric diseases, few of them have been functionally characterised. Here we report multiple schizophrenia cases with CNV abnormalities specific to unc-51-like kinase 4 (ULK4), a serine/threonine kinase gene. Deletions spanning exons 21–34 of ULK4 were present in 4 out of 3391 schizophrenia patients from the International Schizophrenia Consortium, but absent in 3181 controls. Deletions removing exons 33 and 34 of the large splice variant of ULK4 also were enriched in Icelandic schizophrenia and bipolar patients compared with 98,022 controls (P = 0.0007 for schizophrenia plus bipolar disorder). Combining the two cohorts gives a P-value less than 0.0001 for schizophrenia, or for schizophrenia plus bipolar disorder. The expression of ULK4 is neuron-specific and developmentally regulated. ULK4 modulates multiple signalling pathways that include ERK, p38, PKC and JNK, which are involved in stress responses and implicated in schizophrenia. Knockdown of ULK4 disrupts the composition of microtubules and compromises neuritogenesis and cell motility. Targeted Ulk4 deletion causes corpus callosum agenesis in mice. Our findings indicate that ULK4 is a rare susceptibility gene for schizophrenia.


INTRODUCTION
Schizophrenia is a severe psychiatric disorder affecting about 1% of the world population. Although heritability is estimated between 60 and 80%, its genetic architecture remains elusive. A few rare, but highly penetrant, copy number variants (CNVs) account for ,2-3% of cases (International Schizophrenia Consortium, 2008;Stefansson et al., 2008;Walsh et al., 2008). However, very few specific susceptibility genes for schizophrenia, for example Neurexin1, have been implicated definitively by CNV analysis. In most cases CNVs are either too rare to obtain statistical evidence for association or, when recurrent, disrupt multiple genes. Association signals from common genetic variants in genome-wide association studies (GWAS) also are inconsistent, with only a small number showing genome-wide significant associations O'Donovan et al., 2008;International Schizophrenia Consortium, 2009;Shi et al., 2011;Yue et al., 2011). There is now overwhelming evidence of abnormalities of neurodevelopment as well as of adult brain function in schizophrenia. A high proportion of CNVs associated with schizophrenia are involved in neurodevelopment in early life and neuronal integrity, connectivity, signalling and synaptic plasticity in the adult (Kirov et al., 2012). Clinical neuro-imaging studies have demonstrated disturbed neuronal connectivity in schizophrenia. Human post-mortem studies also revealed shorter and less branched dendrites (Black et al., 2004;Guidotti et al., 2000) and lower density of dendritic spines (Glantz and Lewis, 2000) in schizophrenic brains. Numerous alterations in nerve-terminal functions involving synaptic vesicle recycling, transmitter release and cytoskeletal dynamics are found in anterior prefrontal cortex and anterior cingulate cortex grey matter in schizophrenia.
Intriguingly, during a re-analysis of the CNV data from the International Schizophrenia Consortium (ISC) (International Schizophrenia Consortium, 2008), we discovered that unc-51-like kinase 4 (ULK4) was deleted in four schizophrenia patients but not in controls. We also found similar enrichment for ULK4 in schizophrenia and bipolar Icelandic cases genotyped by deCODE Genetics, Iceland. ULK4 is one of five members of the unc-51-like serine/threonine kinase (STK) family that participates in a conserved pathway involving both endocytosis and axon growth (Ogura et al., 1994;Pelkmans et al., 2005;Tomoda et al., 2004). In C. elegans, a mutation in the unc-51 gene results in stalled axon outgrowth, increased axon numbers (short and stunted) and abnormal accumulation of intracellular membranous structures (Ogura et al., 1994). In Drosophila, Unc-51-mediated membrane vesicle transport is pivotal for axonal and dendritic development. It aids targeted localization of guidance molecules and organelles that regulate the elongation and the compartmentalization of developing neurons and motor-cargo assembly (Mochizuki et al., 2011).
Here, we not only show that deletions of ULK4 are associated with schizophrenia, but also demonstrate the importance of ULK4 in the regulation of neurite elongation, neurite branching and neuronal migration. We further show that ULK4 modulates the neuronal cytoskeleton and regulates multiple signalling pathways involving JNK, ERK and protein kinase C (PKC), all of which are well known for their roles in neurite elaboration and cell migration. In addition, Ulk4 2/2 newborn mice displayed defects in corpus callosum nerve fibres connecting the two hemispheres of the brain. Our findings demonstrate that ULK4 is crucial to brain development and a previously unidentified genetic risk factor in schizophrenia.

CNV analysis of serine/threonine kinases
Previously the ISC genotyped CNVs in 3391 schizophrenic patients and 3181 ancestrally matched controls. The CNV data were stratified against population on the basis of the genomewide single nucleotide polymorphism (SNP) data, and there was no evidence of major population stratification within each site (International Schizophrenia Consortium, 2008). In this study, we re-analysed CNVs of the ISC datasets against a total of 420 genes with key words of 'serine/threonine kinase (STK)' on the UCSC (University of California Santa Cruz) database (hg18), and identified 124 patient CNVs (3.66%) and 75 control CNVs (2.36%) carrying STK genes (Table 1; P50.0014, one-tailed Chi-squared test with Yates correction), showing ,1.6 times enrichment of STK CNVs in the schizophrenic population. A summary of the STK CNVs is shown in supplementary material Tables S1, S2.
We have focused on 3p22.1 deletions in this study because: (1) the 3p22.1 deletions are restricted to a single STK gene ULK4 (supplementary material Table S1); (2) ULK4 encodes a previously unknown kinase; and (3) all four patients are in Scotland. The four patients (three from Aberdeen and one in Edinburgh) did not share any other CNVs across the genome. The ULK4 gene is located at chromosome 3p22.1 and the longest isoform with 1275 amino acids is encoded by 36 exons. The deletions in the four schizophrenic patients were intragenic, all spanning from intron 20 to 34 (Fig. 1A), which truncated the ULK4 coding sequence in the 39-half of the gene. The Aberdeen schizophrenia cohort has been independently genotyped by deCODE, which verified three ULK4 CNVs in the same genomic regions by different platforms (supplementary material Fig. S2).
ULK4 is an unc-51-like STK with five family members, ULK1-4 and STK36, in mammals. One additional genomic duplication involving the 59-half of the ULK2 gene was present in the patient group ( Fig. 1C and supplementary material Table S1), and partial duplications of 39-half of ULK1 gene were found in two patients and one control of the ISC dataset ( Fig. 1B and supplementary material Tables S1 and S2). One-tailed Chisquared test with Yates' correction for seven ULK CNVs in 3391 patients and one CNV in 3,181 controls gives a P-value of 0.047, suggesting that the ULK gene family is associated with schizophrenia ( Table 2).
The recurrent deletions of ULK4 in schizophrenia and bipolar disorder patients highlight the potential importance of this kinase in psychosis. We therefore reviewed the recently published data by the Psychiatric GWAS Consortium (Psychiatric GWAS Consortium Bipolar Disorder Working Group, 2011; Major Depressive Disorder Working Group of the Psychiatric GWAS Consortium et al., 2012), and found no association with schizophrenia in this database. Association study of 3750 schizophrenia cases and 6468 controls of the Chinese Han population suggested a potential association with SNPs rs6599155 (P50.064) and rs17062109 (P50.057) in the ULK4 gene. In addition, SNP analysis of the bipolar GWAS in the Psychiatric Genetics Consortium dataset showed a P-value of 0.0001 for rs17210774 in bipolar disorder, and a P-value of 0.001 for rs1722850 flanking the ULK4 gene in major depression disorders. Collectively, these genetic data suggested strongly that ULK4 is a rare, but high susceptibility risk factor for a range of psychiatric diseases including schizophrenia.

Postnatal switch of Ulk4 isoform
Multiple ULK4 splice variants, with similar N-termini but differing at the C-terminus, are predicted from mouse and human genomic sequences. To establish the biology of ULK4 function, we first examined ULK4 expression and regulation with an anti-ULK4 antibody. Western blotting revealed abundant expression of the ,105 kDa ( Fig. 2A, arrowhead) and ,95 kDa ( Fig. 2A, star) Ulk4 proteins in embryonic (E15.5 and E17.5) and early postnatal (P0 and P3) mouse brains. However, adult mouse brain expressed predominantly the large Ulk4 isoform of ,130 kDa ( Fig. 2A, arrow), and it was the large isoform that was affected by genomic deletions in schizophrenic patients. These data suggest a postnatal switch of Ulk4 expression from the small isoforms to the large isoform, and the requirement of the large isoform for postnatal brain function.
To investigate signalling pathways influencing ULK4 expression during neuronal differentiation, human neuroblastoma SH-SY5Y cells were treated with DMSO, 9-cis RA, all-trans retinoic acid (ATRA), dibutyryl cAMP (db cAMP), pituitary adenylate cyclase-activating peptide (PACAP) or nerve growth factor (NGF) for 2 days (Fig. 2C,D). The most abundant ULK4 species in SH-SY5Y cells was the ,95 kDa one, with weak expression of other isoforms of ,105 or ,130 kDa (Fig. 2C). With the existing reagents it was not possible to establish that all bands were ULK4-specific isoforms, but the ,95 kDa protein (star, Fig. 2C) was upregulated substantially by 9-cis RA and ATRA. This induction was time dependent and a significant increase was detected from 1 day onwards for ATRA (P,0.05), but not earlier (Fig. 2E,H), suggesting that ULK4 could be a secondary RA-responsive gene, and the ,95 kDa isoform could be required during RA-mediated neuronal differentiation.

ULK4 is highly expressed in cortex and hippocampus
We next investigated in vivo neuroanatomical expression of Ulk4 by performing immunohistochemistry with antibody against Ulk4. We showed ubiquitous expression of Ulk4 in mouse brain, with high intensity in layers II/III and V of the cerebral       in length (54.761.4 mm, n5153), whereas the knockdown cells showed reduced neurite extension (22.460.8 mm, n5125, P,0.01; Fig. 5G). F-actin staining strikingly revealed that the knockdown cells only had short, stout and rigid-looking neurite protrusions with considerably fewer secondary or higher order neurite branches (Fig. 6A,B,E,F), suggesting that ULK4 plays a crucial role in neuritogenesis.
The deficit in neurite formation may result from abnormal assembly of the cytoskeleton. Microtubules consist of aand btubulin subunits, and acetylation of a-tubulin helps to stabilize them. We detected significantly less acetylated a-tubulin (P50.009, n53) in the knockdown cells (Fig. 5H,I; Fig. 6I,J; supplementary material Fig. S4A,B), whereas b-tubulin III expression was not altered (P50.09, n53; Fig. 5H,I; Fig. 6C,G; supplementary material Fig.  S4C,D). Tubulin tyrosinylation is also involved in the assembly of microtubules and contributes to active neurite formation. Although there was no significant change in the quantity of tyrosinated tubulin (P50.06, n53; Fig. 5H,I), more diffuse distribution of tyrosinated tubulin was observed in the ULK4 knockdown cells (Fig. 6D,H and supplementary material Fig. S4E,F). These data indicate that ULK4 is involved in remodelling of cytoskeletal components and in this way regulates neurite branching and elongation.

ULK4 knockdown reduces cell motility
Abnormal neuronal migration and faulty cell positioning could lead to disorganized brain development and hence a range of brain malfunctions including schizophrenia and autism. To examine the role of ULK4 in cell motility, we imaged the random motility of the ULK4 knockdown cells and control SH-SY5Y cells and analysed their migration competence (Fig. 6K) (Lang et al., 2006). We found that control cells were constantly changing direction and moving with a mean rate of 48.161.8 mm/hour (T t /T; see Materials and Methods) and 25.761.4 mm/hour (T d /T; n5114 cells). However, the migration rate in ULK4 knockdown cells was reduced significantly by 31% and 34%, respectively (T t /T, 33.461.1 mm/h, T d /T, 16.460.9 mm/h; n5140 cells, P,0.001, see supplementary material Movie 1). Therefore, ULK4 silencing significantly reduces cell motility in vitro.

ULK4 modulates ERK, p38 MAPK, PKC and JNK pathways
Nothing is known about ULK4 upstream signalling pathways or downstream substrates. This prompted us to examine major signalling pathways implicated in schizophrenia and neuronal function. Growth factors and cellular stress activate the MAPK family of signalling intermediates, known to play important roles in neuronal development. In ULK4 knockdown cells, we observed a significant reduction in the phosphorylation of ERK1/2 (P50.001, n53) and p38 MAPKs (P50.003, n53). Upregulated activity of the stress-activated c-Jun N-terminal kinases (JNKs) is highly involved in neuritogenesis, including axon formation, polarization, extension, synaptic plasticity, and dendrite development during brain development or under a stress challenge (Coffey et al., 2000;Rosso et al., 2005;Oliva et al., 2006;Barnat et al., 2010;Qu, et al., 2013;Sun et al., 2013). In line with these reports, we observed consistently decreased expression of phosphorylated JNK in ULK4 knockdown cells (P50.008, n53; Fig. 7). ELK1 is a major substrate of ERK/p38, and phosphorylated ELK1 is required for target gene activation. Consistently, we detected decreased phosphorylation of ELK1 in knockdown cells (P,0.001, n53; Fig. 7). G-protein-coupled receptors often activate PKA and PKC. PKC mediates stressrelated dendritic remodelling of cortical neurons and is implicated in bipolar and schizophrenic conditions. Strikingly, we found significantly increased phosphorylation of PKC in knockdown cells (P50.02, n53). ULK4 knockdown, however, did not affect PKA, with no alteration of phosphorylated CREB (P50.26, n53; Fig. 7). These results indicate that multiple signalling pathways were affected by ULK4 knockdown.
Defects of corpus callosum in Ulk4 2/2 mice Although the non-specific shRNA had been widely used as control for knockdown experiments, it has its limitations. To examine the functional consequences of Ulk4 deficiency in vivo, we compared the neuroanatomy of the newborn littermates from Ulk4 +/2 6Ulk4 +/2 mating. The brain sections were stained immunohistochemically with the neuronal marker Tuj1 (Fig. 8). Ulk4 2/2 mice were found to have partial agenesis of the corpus callosum. The corpus callosum consists of nerve fibres projecting from cortical neurons to communicate between the two hemispheres. At post-natal day 0, high magnification views of the brain sections revealed a dense layer of nerve fibres crossing the midline in the wild-type newborn mice (Fig. 8A,C,E), whereas in the Ulk4 2/2 brain, the corpus callosum had many areas lacking nerve fibres (Fig. 8B,D,F). Consistent with neuritogenesis defects in knockdown neuroblastoma cells, the apparent agenesis of corpus callosum in Ulk4 2/2 mice might result, in part, from short cortical projections and reduced branching during mouse brain development.

DISCUSSION
We have identified by recurrent CNVs that the ULK4 gene is associated significantly with schizophrenia and other major psychiatric disorders in two large independent cohorts (ISC and deCODE). Although concerns may be raised that different datasets analysed platforms of different resolution, we find this does not appear to affect the ULK4 gene in this study. For example, three of the four ULK4 large deletion samples have been independently genotyped by ISC (Fig. 1A) and deCODE (supplementary material Fig. S2), and both datasets mapped the deletions to reproducible regions in these patients. In addition, in the Icelandic control population, deletions in both 39 and 59 regions of the ULK4 gene as well as in the neighbouring TRAK1 gene were detected (supplementary material Fig. S2). Therefore, different regions of the ULK4 gene are well covered by the deCODE platforms.
In both datasets the disruptions were localized to the 39-half of the ULK4 gene (albeit different regions) and affected the large ULK4 transcript, which is predicted to encode a STK domain at its N-terminus, with two ARM-like protein-protein interaction domains in the middle and at the C-terminus. We were unable to examine the transcripts in any of the CNV cases. Given that all the deletion boundaries are intronic, it is more likely that haploinsufficiency through nonsense-mediated decay is contributing to increased risk of major mental illness, although a dominantnegative or gain-of-function mechanism cannot be ruled out completely. As there is no evidence of a single origin of founder mutation in either population, this highlights again presumed heterogeneity across populations in vulnerability to specific individual mutational events. The data on SNP allelic associations are less compelling and need to be treated with caution. Although no significant association signals were observed with schizophrenia in Caucasian populations, and only marginal associations with schizophrenia with two SNPs (rs6599155, P50.064 and rs17062109, P50.057) in a large Chinese case control cohort, SNP rs17210774 of ULK4 was highly associated with bipolar disorder in Caucasians, and another SNP (rs1722850), close to but downstream of ULK4, was associated with major depressive disorders. These results strongly suggest that ULK4 can be a rare genetic risk factor of a range of psychiatric disorders.
On this basis, we decided to characterize some of the functional neurobiology of ULK4. We have shown, for the first time, that an appropriate level of ULK4 expression is fundamental to neuritogenesis, neurite branching, neuronal motility and consequently brain development. The genesis of the corpus callosum was compromised in the Ulk4 2/2 newborn mice. Furthermore, we demonstrated that ULK4 is modulated by several signalling molecules including RA, and in turn, regulates multiple signalling pathways involved in the control of the neuronal cytoskeleton frequently implicated in schizophrenia neuropathology.
Although five members of unc-51 like kinases (ULK1-4 and STK36) have been documented in mammals, little information is available about ULK4. Recent GWAS studies suggest it is a risk locus for multiple myeloma (Broderick et al., 2011) and interindividual diastolic blood pressure variation (Levy et al., 2009). Null mice with targeted deletion of Ulk4 were recently reported to develop congenital hydrocephalus, and their respiratory epithelia and ependymal cells had shorter cilia than normal, indicating ciliopathies (Vogel et al., 2012). Intriguingly, many imaging studies have suggested that schizophrenia patients have increased global or regional cerebrospinal fluid (Ananth et al., 2002;Bose et al., 2009;Hulshoff Pol et al., 2002). We have shown strong expression of Ulk4 in the choroid plexus and ependymal cells, which hints at the possible modulation by Ulk4 of the production and directed flow of cerebrospinal fluid. Remarkably, Stk36, another Ulk family member, is also associated with hydrocephalus (Merchant et al., 2005). This evidence indicates that ULK4 plays important but largely neglected roles in brain development and tissue homeostasis.
Defective neuritogenesis is the most consistent neuroanatomical finding in post-mortem studies of schizophrenia (Black et al., 2004;Guidotti et al., 2000;Glantz and Lewis, 2000) and in functional studies using animal models Ozeki et al., 2003;Bellon, 2007). Recently, two studies using induced pluripotent stem cell techniques showed that neurons derived from fibroblasts of human schizophrenia patients had reduced neurite numbers and neuronal connectivity (Brennand et al., 2011;Chiang et al., 2011). In our study, knockdown of ULK4 greatly decreased neuritogenesis. Intriguingly, ULK4 knockdown cells have less acetylated a-tubulin. This is important because a-tubulin is acetylated in the polymeric form and deacetylation is closely coupled to microtubular depolymerisation. Acetylation of assembled a-tubulin increases the stability of microtubules, which in turn contributes to active growth cone initiation and neurite elongation (Black et al., 1989). Reduced acetylation decreases dendrite length and/or branching and impairs radial migration of cortical neurons, whereas pharmacological restoration of a-tubulin acetylation rescues these deficits (Creppe et al., 2009). We suspect that areas of disassembled a-tubulin might underlie the defective neurite elaboration in the ULK4 knockdown cells.
PKC has long been regarded as underpinning neuritogenesis and neuronal connectivity. Overactivity of PKC leads to marked retraction of dendrites and loss of spine density in the prefrontal cortex and hippocampus and further disrupts working memory, spatial learning and memory performance (Hains et al., 2009;Wood et al., 2004;Birnbaum et al., 2004). In addition, genetic alteration leading to overactivated PKC signalling has been reported in bipolar disorder (Baum et al., 2008) and schizophrenia (Mirnics et al., 2001). Lithium treatment reduces PKC activation in bipolar manic patients (Hahn et al., 2005), restores stressinduced dendritic retraction in rats (Wood et al., 2004), and increases brain grey matter in human patients (Moore et al., 2000). The CNVs of the PKC genes appeared to be enriched in the ISC schizophrenia cohort, with one PRKCG duplication and two PRKCZ duplications in patients, and only one PRKCG duplication in controls. We show that ULK4 knockdown leads to a significant increase of PKC activity, which suggests that appropriate levels of ULK4 are required to maintain normal PKC activity.
Extracellular signal-regulated kinase (ERK1/2) also facilitates neurite outgrowth (Miñano et al., 2008;Desbarats et al., 2003). Recently, a compartmentalized ERK activation-deactivation switch was reported to govern neurite growth and retraction . Alteration of the MAPK pathway has also been implicated in schizophrenia (Walsh et al., 2008). In addition, phencyclidine abuse decreases ERK activity and reduces synaptic connectivity (Adachi et al., 2012), indicating important roles of ERK1/2 in the regulation of cytoskeletal dynamics and synaptic plasticity. In agreement with these reports, we show that ULK4 regulates the MAPK pathway and that ULK4 silencing reduces activation of ERK1/2 and p38, and produces defective neuritogenesis.
Mammalian JNKs consist of JNK1-3 with more than 10 splice variants encoded by MAPK8-10 genes. They are strongly expressed in the brain and mostly studied in the context of cellular stress and apoptosis. Recently, compelling evidence indicates that they also govern the process of neurite outgrowth, branching and elongation. Depletion or pharmacological inhibition of JNKs substantially delayed neuritogenesis, neurite elongation (Coffey et al., 2000;Barnat, et al., 2010) and axonal guidance (Qu et al., 2013). Jnk1 2/2 mice exhibit disrupted anterior commissure tract formation and abnormal axonal microtubule integrity (Chang et al., 2003), as well as altered dendritic architecture (Björkblom et al., 2005). In addition, JNKinteracting protein 3 also promotes axon elongation in a JNKdependent manner through facilitating actin polymerization (Sun et al., 2013). In the present study, the CNV frequency of MAPK8-10 was comparable in the ISC cases and controls, with one MAPK8 duplication plus one MAPK9 partial duplication in the ISC cases, and one MAPK9 plus one MAPK10 partial duplication in the controls. However, ULK4 depletion significantly downregulated the expression of phosphorylated JNK. This suggests that ULK4 may help to maintain cytoskeletal integrity and microtubule assembly through regulation of the JNK pathway. We propose that a decrease in JNK activation impairs the formation of dendrite-and axon-like structures in the knockdown cells. In addition, consistent with observations of white matter reduction (including corpus callosum agenesis) and decreased dendritic arborisation in schizophrenia patients (Bose et al., 2009;Douaud et al., 2007;Fornito et al., 2009;Francis et al., 2011), we found evidence that the genesis of corpus callosum was compromised in the Ulk4 2/2 newborn mice. Together our data show that ULK4 plays important roles in regulating stress-related pathways including those involving PKC, ERK, p38 MAPK and JNK.
In summary, we have identified recurrent rare deletions of the ULK4 gene in patients with schizophrenia and other psychiatric disorders. Our data show that ULK4 may be involved in fundamental neurobiological and molecular processes implicated in the pathogenesis of multiple neurodevelopmental disorders and that ULK4 deficiency leads to defects in neuritogenesis in vitro and in vivo.

Ethics statement
The study was approved by the Multi-Centre Research Ethics Committee for Scotland and patients gave written informed consent for the collection of DNA samples for use in genetic studies. All the mouse work and molecular studies have been approved by the ethical committees of the Universities of Aberdeen and of Edinburgh.

CNV analyses
CNV data in the ISC dataset of 3391 schizophrenia patients and 3181 ancestrally matched controls were analysed for 255 serine/threonine genes. Recruitment and assessment of cases and controls and the methods of CNV analysis have been described before (International Schizophrenia Consortium, 2008). Four CNV deletions in ULK4 were present in Scottish patients. Diagnoses of schizophrenia according to DSM4 criteria were reached by consensus between two trained psychiatrists. P-values were calculated by one tailed chi-squared tests with Yates' correction. deCODE has genotyped 100,373 Icelandic subjects using microarrays from Illumina (Human317K and larger). This includes 708 schizophrenia patients (2 deletion carriers), 1,136 bipolar patients (2 deletion carriers), 507 autistic individuals (1 deletion carrier) and 98,022 controls (37 deletion carriers), which were described previously Steinberg et al., 2014;Vassos et al., 2012;Rujescu et al., 2009;Weiss et al., 2008). CNV analysis of the ULK4 region was performed by interrogation of chip data spanning exons of ULK4. P-values were calculated by one tailed chi-squared tests with Yates' correction.
SNPs, typed using Affymetrix 500 or 2M chip, mapping between the above coordinates were examined for allelic association to schizophrenia and bipolar disorder (Psychiatric GWAS Consortium Bipolar Disorder Working Group, 2011) and major depression disorder (Major Depressive Disorder Working Group of the Psychiatric GWAS Consortium, 2012) in the Psychiatric GWAS Consortium dataset and a large case control schizophrenia cohort of Han Chinese from Shanghai Jiaotong University (Shi et al., 2011).

Immunohistochemistry and immunoblotting
Immunohistochemistry was carried out on human brain sections without clinical signs of neuropsychiatric disease (a gift from Prof. T. Harkany, University of Aberdeen) and mouse snap-frozen coronal brain sections. For immunoblotting, proteins were extracted with RIPA buffer containing complete protease and phosphatase inhibitors (Roche). Equal amounts of protein were fractionated by SDS-PAGE and transferred to nitrocellulose membranes. The membranes were blocked and incubated with primary antibodies overnight at 4˚C, incubated with HRP-conjugated secondary antibody (Invitrogen) and developed using an enhanced chemiluminescence kit (Millipore).
Horseradish-peroxidase-conjugated-secondary antibodies for western blotting were purchased from Sigma. Fluorescent secondary antibodies for immunofluorescence staining were Alexa Fluor 488 or 594 conjugated (Molecular Probes). Secondary antibodies and the developing kits for DAB staining were from Sigma and Vector. F-actin was labelled with Alexa-Fluor-488-phalloidin (Molecular Probes) according to the manufacturer's instructions.
Cell culture SH-SY5Y cells were maintained in DMEM:F12 with 10% foetal bovine serum. To examine regulation of ULK4 expression, cells were grown in reduced serum medium (0.2% FBS) for 24 hours and then treated with DMSO, or 25 mM ATRA, 25 mM 9-cis RA, 1 mM db cAMP, 100 nM PACAP or 100 ng/ml NGF, respectively.
ULK4 knockdown ULK4 silencing was achieved by expression of a lentiviral shRNA against exon 1 of ULK4 (Sigma, TRCN0000002205; 59-CCGGCGACG-GAAGGGAACAATCAATCTCGAGATTGATTGTTCCCTTCCGTCG-TTTTT-39). A vector containing a non-specific sequence (Sigma, SHC002; 59CCGGCAACAAGATGAAGAGCACCAACTCGAGTTGG-TGCTCTTCATCTTGTTGTTTTT-39) for any human gene was chosen as control. Detailed procedures have been described previously (Martin-Granados et al., 2008). Three batches of puromycin-resistant stable cell lines were generated by two researchers with three independent batches of virus expressing ULK4 or control shRNAs. The knockdown efficiency was analysed statistically on three independent batches of cell lines and shown as averages of three independent experiments 6 standard deviation (s.d.; P,0.05 and P,0.01were considered significant).
Neurite outgrowth assay ULK4 knockdown and control cells were plated in 24-well dishes. Medium was regularly replenished and random images were taken daily for 5 days using an Axiovert 40CFL microscope (Leica) with a 206 objective lens. The length of neurites was measured and analysed statistically as previously . P,0.05 was considered significant.

Cell migration
ULK4 knockdown and control cells were seeded at a low density (5610 4 ) onto six-well plates 16-20 hours before migration assay. Cells were cultured in CO 2 -independent medium (Invitrogen) in a temperaturecontrolled chamber. Images were recorded every 15 minutes for 2 hours (5 hours for supplementary material Movie 1) and analysed using MetaMorph software (Universal Imaging Corp). Migration rate was presented with trajectory speed (T t /T) -the total length of the migration trajectory of a cell (T t ) divided by the given period of time (T), and displacement speed (T d /T) -the straight-line distance between the start and end positions of a cell (T d ) divided by the time (T). All experiments were independently performed in triplicate.

Ulk4 knockout mice
Ulk4 +/2 mice on a C57BL/6N strain background were purchased from KOMP Repository (knockout mouse project, USA). All experimental procedures were conducted under a licence approved by the Irish Department of Health and Children in accordance with Cruelty to Animals Act of 1876 and under a certificate approved by the Animal Care and Research Ethics Committee (ACREC) of the National University of Ireland Galway, Galway, Ireland. Ulk4 2/2 , Ulk4 +/2 and wild-type littermates were obtained from Ulk4 +/2 6Ulk4 +/2 matings. Mice were genotyped by PCR of genomic DNA with two pairs of PCR primers: Ulk4EndE7For (59-TAACTTGCTGGACGGATTGCTG-39) and with Ulk4EndIn7Rev (59-TGATCTGTAATCGCAGTGCAGG-39) amplifying a 271 bp DNA fragment from the wild-type allele, and Ulk4KOMPKOFor (59-GAGATGGCGCAACGCAATTAATG-39) and Ulk4KOMPKORev (59-CTGAGGAGACAATGTAACCAGC-39) to produce a 621 bp DNA fragment from the knockout allele. Newborn mice were humanely killed with an over-dose of sodium pentobarbitone and P0 brains were immersed overnight in PBS containing 4% paraformaldehyde at 4˚C. They were then embedded in paraffin and sectioned at 10 mm. Brain sections were immunohistochemically processed with the primary mouse anti-bIII tubulin (Tuj1; 1:1000, Promega) and biotinylated goat anti-mouse secondary (KPL) antibodies. Then they were developed with the Vectastain Elite ABC system (Vector). Images were captured using an Olympus BX51 upright, fluorescence microscope.