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Association study of polymorphisms in the excitatory amino acid transporter 2 gene (SLC1A2) with schizophrenia
BMC Psychiatry volume 4, Article number: 21 (2004)
The glutamatergic dysfunction hypothesis of schizophrenia suggests that genes involved in glutametergic transmission are candidates for schizophrenic susceptibility genes. We have been performing systematic association studies of schizophrenia with the glutamate receptor and transporter genes. In this study we report an association study of the excitatory amino acid transporter 2 gene, SLC1A2 with schizophrenia.
We genotyped 100 Japanese schizophrenics and 100 controls recruited from the Kyushu area for 11 single nucleotide polymorphism (SNP) markers distributed in the SLC1A2 region using the direct sequencing and pyrosequencing methods, and examined allele, genotype and haplotype association with schizophrenia.The positive finding observed in the Kyushu samples was re-examined using 100 Japanese schizophrenics and 100 controls recruited from the Aichi area.
We found significant differences in genotype and allele frequencies of SNP2 between cases and controls (P = 0.013 and 0.008, respectively). After Bonferroni corrections, the two significant differences disappeared. We tested haplotype associations for all possible combinations of SNP pairs. SNP2 showed significant haplotype associations with the disease (P = 9.4 × 10-5, P = 0.0052 with Bonferroni correction, at the lowest) in 8 combinations. Moreover, the significant haplotype association of SNP2-SNP7 was replicated in the cumulative analysis of our two sample sets.
We concluded that at least one susceptibility locus for schizophrenia is probably located within or nearby SLC1A2 in the Japanese population.
Schizophrenia is a severe mental disorder characterized by hallucinations, delusions, disorganized thoughts, and various cognitive impairments. The life-time prevalence is about 1%, and genetic factors were known to play a critical role in its pathogenesis . Based on the fact that phencyclidine (PCP) induces schizophreniform psychosis, a glutamatergic dysfunction hypothesis has been proposed for the pathogenesis of schizophrenia [2–4]. This hypothesis has been supported by recent multiple reports of association of schizophrenia with glutamate receptor genes and with the genes related to glutamatergic transmission, such as G72 and NRG1 [5–10].
In addition, other synaptic elements related to glutamate, such as excitatory amino acid transporters (EAATs), also potentially affect glutamatergic neurotransmission. EAATs maintain extracellular glutamate concentrations within physiological levels by reuptaking the synaptically released glutamate. A deficient uptake has been implicated in the pathogenesis of ischemic brain damage  and may be involved in neurodegenerative diseases such as amyotrophic lateral sclerosis (ALS) . Recently significant increases of mRNA expression of EAAT1 and EAAT2 have been reported in the thalamus of schizophrenics, suggesting the possibility that an excessive glutamate uptake is involved in schizophrenia . On the other hand, a significant decrease of EAAT2 mRNA expression was observed in the parahippocampal gyrus of schizophrenics . Therefore the EAAT genes are reasonable candidates for schizophrenia, as well as glutamate receptor genes.
The EAATs family consists of five members (EAAT1-EAAT5). Their cellular localizations are different: EAAT1 and EAAT2 are astroglial, whereas EAAT3 EAAT4 and EAAT5 are neuronal . Since EAAT2 accounts for approximately 90% of glutamate reuptake in the rodent forebrain [16, 17], we focused on the EAAT2 gene (SLC1A2) in association studies of schizophrenia. SLC1A2 has been mapped to 11p13-p12  and consists of 11 exons spanning over 165 kb. In this study we tested associations of schizophrenia with 11 SNPs distributed in SLC1A2 with an average interval of 15.9 kb. To enhance the detection power of the study, we also examined the haplotype associations of the SNPs with the disease.
Blood samples were obtained from unrelated Japanese individuals who had provided written informed consent. We used two Japanese sample sets in this study. In the first one, Kyushu samples, 100 schizophrenia patients (mean age 49.5; 44.0% female) were recruited from hospital in the Fukuoka and Oita areas and 100 healthy unrelated controls (mean age 51.2; 44.0% female) were recruited from the Fukuoka area. In the initial SNP selection process, we used another 16 Japanese samples which are recruited in the Fukuoka area and informed in the same way. In the second one, Aichi samples, 100 schizophrenia patients (mean age 34.4; 44% female) and 100 healthy unrelated controls (mean age 39.9; 45% female) were collected in the Aichi area about 600 km east of Fukuoka. All patients fulfilled the DSM-IV criteria for schizophrenia . All of the case and control samples are ethnically Japanese. DNA samples were purified from whole peripheral blood by the method previously described . This study was approved by the Ethics Committee of Kyushu University, Faculty of Medicine and the Fujita Health University Ethics Committee.
SNP selection in the SLC1A2 region
We retrieved the primary SNP information from the dbSNP database http://0-www.ncbi.nlm.nih.gov.brum.beds.ac.uk/SNP/. Assuming the same size of the half length of linkage disequilibrium (LD) (60 kb) as reported in Caucasians , we initially intended to select common SNPs every 50 kb in SLC1A2. We tested 22 candidate SNPs including all of the exonic SNPs, in the 16 healthy Japanese samples by the direct sequencing method. Out of the 22 SNPs we selected the following 7 common SNPs with minor allele frequencies over 10% for further analyses: SNP1, rs1923295; SNP3, rs4534557; SNP6, rs1885343; SNP8, rs752949; SNP9, rs1042113; SNP10, rs3838796; SNP11, rs1570216. We also identified a novel SNP, SNP7, in intron 1 (conting location: 34105026). After the LD analyses described below, we noticed LD gaps (D' < 0.3) of the initial SNP set and examined additional 20 candidate SNPs. Out of the 20 SNPs, we selected the following 3 SNPs to fill the LD gaps: SNP2, rs4755404; SNP4, rs4756224; SNP5, rs1923298. The locations of the total 11 SNPs are shown in Figure 1.
Eleven SNPs were amplified as 11 individual fragments by PCR using the primers shown in Table 1 - additional file 1. The reaction mixture for PCR was prepared in a total volume 10 μl with 5 ng of genomic DNA, 10 pmol of each primer (4 pmol of SNP3), 2.5 mM of MgCl2, 0.2 mM of each dNTP and 0.25 U of Taq DNA polymerase. An initial denaturing step of 1 min at 94°C was followed by 30, 35 or 40 cycles of 94°C for 30 sec, appropriate annealing temperature for 30 sec and 72°C for 30 sec. A final extension step was carried out at 72°C for 7 min. The nucleotide sequences of each primer, PCR conditions and genotyping methods for each SNP are shown in Table 1 - additional file 1. We genotyped SNP3 by pyrosequencing analysis on a PSQ™96MA Pyrosequencer according to the manufacturer's specifications with a biotinylated reverse primer (5'-CGCCTACTCCTGGTGACTTC-3'), and the sequencing primer (5'-CGCCCCCATGTGT-3'). The other 10 SNPs were genotyped by direct sequencing, as previously described . The raw data of direct sequencing were compiled on PolyPhred .
To control genotyping errors, Hardy-Weinberg equilibrium (HWE) was checked in the control samples by the χ2-test (d.f. = 1). We evaluated the statistical differences in genotype and allele frequencies between cases and controls by the χ2-test (d.f. = 2) and the Fisher's exact probability test (d.f. = 1), respectively. The magnitude of LD was evaluated in D' and r 2 using the haplotype frequencies estimated by the EH program, version 1.14 . Statistical analysis of the haplotype association was carried out as previously described . The significance level for all statistical tests was 0.05.
Genotyping and SNP association analysis
We selected 11 SNPs at average interval of 15.9 kb to cover the entire SLC1A2 region with LD as described in Materials and Methods. Table 2 - additional file 2. shows the results of genotype and allele frequencies of SNPs in case and control samples. No significant deviation from HWE in control samples was observed (data not shown). SNP2 showed significant differences in genotype (P = 0.013) and allele (P = 0.008) frequencies between cases and controls. After Bonferroni corrections, these two P values became non-significance levels (P corr = 0.143, P corr = 0.088, respectively).
Pairwise linkage disequilibrium and haplotype association analyses
We compared the magnitude of LD for all possible pairs of the 11 SNPs in controls by calculating D' and r 2 (Table 3 - additional file 3. , upper diagonal), because LD around common alleles can be measured with a modest sample size of 40–50 individuals to a precision equal to 10–20% of the asymptotic limit . We observed relatively strong LD (D' > 0.8) in the seven combinations: SNP4-SNP5 (D' = 0.800), SNP7-SNP8 (D' = 0.877), SNP8-SNP9 (D' = 0.925), SNP4-SNP11 (D' = 0.838), SNP5-SNP11(D' = 0.999), SNP7-SNP11 (D' = 0.816), SNP9-SNP11 (D' = 0.819). Modest LD (D' > 0.4) was observed in the combinations of adjacent SNPs except for SNP5-SNP6 (D' = 0.286) in the control samples. However, modest LD was detected in cases in the SNP5-SNP6 combination (D' = 0.497).
We constructed pairwise haplotypes for all of the 55 possible SNP pairs (Table 3 - additional file 3. , lower diagonal). We observed significant associations with schizophrenia in eight combinations: SNP2-SNP3 (P = 0.0021), SNP2-SNP4 (P = 0.0274), SNP2-SNP5 (P = 0.0054), SNP2-SNP6 (P = 0.0178), SNP2-SNP7 (P = 9.4 × 10-5), SNP2-SNP9 (P = 0.0354), SNP2-SNP10 (P = 0.0089) and SNP2-SNP11 (P = 0.0216). The combination of SNP2-SNP7 was the only one remained significant after Bonferroni correction (P corr = 0.0052).
Cumulative analysis using the second sample set
In this study, we detected significant associations of one haplotype in the SLC1A2 region with schizophrenia in the Kyushu samples. To confirm the positive finding, we investigated the second Japanese sample set recruited from the Aichi area. Although significant association of the disease was observed with neither genotype, allele frequencies of SNP2 (P = 0.195, P = 0.178, respectively), nor haplotypes of SNP2-SNP7 (P = 0.084) in the second sample set, the significant haplotype association of SNP2-SNP7 was replicated in the cumulative analysis including the two sample sets (P = 5.0 × 10-4) (Table 4 - additional file 4. ).
SLC1A2 is located on the chromosomal region of 11p13-p12, to which no evidence has been reported for linkage of schizophrenia, [25, 26]. However, there is still a possibility that SLC1A2 is a candidate for schizophrenia susceptibility genes, because linkage studies could only detect genes with the large genotype relative risk . We carried out the genotyping of 100 cases and 100 controls for 11 SNPs, which were selected to cover the entire SLC1A2 region with LD. Since minor allele frequencies of each SNP we tested ranges from 0.220 to 0.485, the expected detection power of our case-control study is from 0.89 to 0.94 for the susceptibility gene assuming 2 for genotype relative risk .
Modest LD (D' = 0.925 ~ 0.409) was observed in the combinations of neighboring SNPs except for SNP5-SNP6 (D' = 0.286) in the control samples, suggesting that there may be a recombination hot spot present in the small region (7.8 kb) between the two SNPs (Table 3 - additional file 3. ). We plotted the magnitude of LD with the physical distance for each pair of the SNPs, and estimated the average half-length of LD to be 31.8 kb by assuming a linear regression (Fig. 2). This is approximately half of the previously estimated size 60 kb in a United States population of north-European descent .
Significant associations of schizophrenia with genotype (P = 0.013) and allele (P = 0.008) frequencies of SNP2 (rs4755404) were detected (Table 2 - additional file 2. ). However, none of these "single-marker" associations survived after Bonferroni corrections. An A-G transition in codon 206, causing a substitution of serine for asparagine, was identified in the exon 5 of SLC1A2 in a heterozygous sporadic ALS patient . Since located in a putative glycosylation site, the nonsynonymous SNP is potentially involved in the pathophysiology of schizophrenia through affecting the glycosylation status and the transport activity of SLC1A2 . No occurrence of the G allele of the SNP in 124 Italian schizophrenic and 50 control subjects has been reported . We found also only A allele of the SNP in the 100 controls and 100 cases of the Kyushu samples (data not shown).
In pairwise haplotype association analyses, SNP2 consistently showed significant haplotype associations. The P value of the combination SNP2-SNP7 was still significant even after Bonferroni correction (P = 9.4 × 10-5, P corr = 0.0052). In our second sample set, the Aichi sample, no significant association of SNP2 was observed in any of the analyses of genotypes, alleles and haplotypes. Cumulative analyses of the two sample sets, however, provide the replication of the significant haplotype association of SNP2-SNP7 with schizophrenia (P = 5.0 × 10-4). The frequency of the G-C haplotype in schizophrenics (26.6%) was notably higher than in controls (5.6%), suggesting that the G-C haplotype may be a risk haplotype for schizophrenia. We observed that the G-C haplotype frequency of schizophrenics (20.0%) was only slightly higher than controls (14.2%) in the Aichi sample, suggesting a less contribution of this locus on schizophrenia pathogenesis in the Aichi sample, although no apparent difference in clinical subtypes between both sample sets studied in this paper. The positive association reported here needs to be validated in larger sample sets, and it would also be worthwhile to search for functional SNPs in the region spanning SNP2-SNP7.
We concluded that at least one susceptibility locus for schizophrenia is probably located within or nearby SLC1A2 in the Japanese population.
single nucleotide polymorphism
dianostic and statistical manual of mental disorders 4th edn
polymerase chain reaction
excitatory amino acid transporter
McGuffin P, Owen MJ, Farmer AE: Genetic basis of schizophrenia. Lancet. 1995, 346: 678-682. 10.1016/S0140-6736(95)92285-7.
Luby ED, Cohen BD, Rosenbaum G, Gottlieb JS, Kelley R: Study of a new schizophrenomimetic drug, sernyl. Arch Neurol Psychiatr. 1959, 81: 363-369.
Javitt DC, Zukin SR: Recent advances in the phencyclidine model of schizophrenia. Am J Psychiat. 1991, 148: 1301-1308.
Mohn AR, Gainetdinov RR, Caron MG, Koller BH: Mice with reduced NMDA receptor expression display behaviors related to schizophrenia. Cell. 1999, 98: 427-436. 10.1016/S0092-8674(00)81972-8.
Begni S, Popoli M, Moraschi S, Bignotti S, Tura GB, Gennarelli M: Association between the ionotropic glutamate receptor kainate 3 (GRIK3) ser310ala polymorphism and schizophrenia. Mol Psychiatr. 2002, 7: 416-418. 10.1038/sj.mp.4000987.
Begni S, Moraschi S, Bignotti S, Fumagalli F, Rillosi L, Perez J, Gennarelli M: Association between the G1001C polymorphism in the GRIN1 gene promoter region and schizophrenia. Biol Psychiatr. 2003, 53: 617-619. 10.1016/S0006-3223(02)01783-3.
Makino C, Fujii Y, Kikuta R, Hirata N, Tani A, Shibata A, Ninomiya H, Tashiro N, Shibata H, Fukumaki Y: Positive association of the AMPA receptor subunit GluR4 gene (GRIA4) haplotype with schizophrenia. Am J Med Genet. 2003, 116B: 17-22. 10.1002/ajmg.b.10041.
Fujii Y, Shibata H, Kikuta R, Makino C, Tani A, Hirata N, Shibata A, Ninomiya H, Tashiro N, Fukumaki Y: Positive associations of polymorphisms in the metabotropic glutamate receptor type 3 gene (GRM3) with schizophrenia. Psychiatr Genet. 2003, 13: 71-76. 10.1097/00041444-200306000-00003.
Takaki H, Kikuta R, Shibata H, Ninomiya H, Tashiro N, Fukumaki Y: Positive associations of polymorphisms in the metabotropic glutamate receptor type 8 gene (GRM8) with schizophrenia. Am J Med Genet. 2004, 128: 6-14. 10.1002/ajmg.b.20108.
Owen MJ, Williams NM, O'Donovan MC: The molecular genetics of schizophrenia: new findings promise new insights. Mol Psychiatr. 2004, 9: 14-27. 10.1038/sj.mp.4001444.
Kuwahara O, Mitsumoto Y, Chiba K, Mohri T: Characterization of D-aspartic acid uptake by rat hippocampal slices and effect of ischemic conditions. J Neurochem. 1992, 59: 616-621.
Rothstein JD, Kykes-Hoberg M, Pardo CA, Bristol LA, Jin L, Kuncl RW, Kanai Y, Hediger MA, Wang Y, Schielke JP, Welty DF: Knockout of glutamate transporters reveals a major role for astroglial transport in excitoxicity and clearance of a glutamate. Neuron. 1996, 16: 675-686. 10.1016/S0896-6273(00)80086-0.
Smith RE, Haroutunian V, Davis KL, Meador-Woodruff JH: Expression of excitatory amino acid transporter transcripts in the thalamus of subjects with schizophrenia. Am J Psychiat. 2001, 158: 1393-1399. 10.1176/appi.ajp.158.9.1393.
Ohnuma T, Tessler S, Arai H, Faull RL, McKenna PJ, Emson PC: Gene expression of metabotropic glutamate receptor 5 and excitatory amino acid transporter 2 in the schizophrenic hippocampus. Mol Brain Res. 2000, 85: 24-31. 10.1016/S0169-328X(00)00222-9.
Gegelashvili G, Schousboe A: Cellular distribution and kinetic properties of high-affinity glutamate transporters. Brain Res Bull. 1998, 45: 233-238. 10.1016/S0361-9230(97)00417-6.
Rothstein JD, Van Kammen M, Levey AI, Martin LJ, Kuncl RW: Selective loss of glial glutamate transporter GLT-1 in amyotrophic lateral sclerosis. Ann Neurol. 1995, 38: 73-84.
Tanaka K, Watase K, Manabe T, Yamada K, Watanabe M, Tkahashi K, Iwama H, Nishikawa T, Ichihara N, Kikuchi T, Okuyama S, Kawashima N, Hori S, Takimoto M, Wada K: Epilepsy and exacerbation of brain injury in mice lacking the glutamate transporter GLT-1. Science. 1997, 276: 1699-1702. 10.1126/science.276.5319.1699.
Li X, Francke U: Assignment of the gene SLC1A2 coding for the human glutamate transporter EAAT2 to human chromosome 11 bands p13-p12. Cytogenet Cell Genet. 1995, 71: 212-213.
American Psychiatric Association: DSM-IV: Diagnostic and Statistical Manual of Mental Disorders. 1994, American Psychiatric Press, Washington
Lahiri DK, Nurnberger JI: A rapid non-enzymatic method for the preparation of HMW DNA from blood for RFLP studies. Nucleic Acids Res. 1991, 19: 5444-
Reich DE, Cargill M, Bolk S, Ireland J, Sabeti PC, Richter DJ, Lavery T, Kouyoumjian R, Farhadian SF, Ward R, Lander ES: Linkage disquilibrium in the human genome. Nature. 2001, 411: 199-204. 10.1038/35075590.
Nickerson DA, Tobe VO, Taylor SL: Polyphred: substitutions using fluorescence-based resequencing. Nucleic Acids Res. 1997, 25: 2745-2751. 10.1093/nar/25.14.2745.
Xie X, Ott J: Testing linkage disequilibrium between a disease gene and marker loci. Am J Hum Genet. 1993, 53: 1107-
Sham P: Statistics in Human Genetics. 1998, Oxford University Press, New York
Berry N, Jobanputra V, Pal H: Molecular genetics of schizophrenia: a critical review. J Psychiatr Neurosci. 2003, 28: 415-429.
Japanese Schizophrenia Sib-Pair Linkage Group: Initial genome-wide scan for linkage with schizophrenia in the Japanese Schizophrenia Sib-Pair Linkage Group (JSSLG) families. Am J Med Genet. 2003, 120B: 22-28. 10.1002/ajmg.b.20022.
Risch NJ: Searching for genetic determinants in the new millennium. Nature. 2000, 405: 847-856. 10.1038/35015718.
Ohashi J, Yamamoto S, Tsuchiya N, Hatta Y, Komata T, Matsushita M, Tokunaga K: Comparison of statistical power between 2 × 2 allele frequency and positivity tables in case-control studies of complex disease genes. Ann Hum Genet. 2001, 65: 197-206.
Aoki M, Lin CL, Rothstein JD, Geller BA, Hosler BA, Munsat TL, Horvitz HR, Brown RH: Mutations in the glutamate transporter EAAT2 gene do not cause abnormal EAAT2 transcripts in amyotrophic lateral sclerosis. Ann Neurol. 1998, 43: 645-653.
Catalano M, Lorenzi C, Bocchio L, Racagni G: No occurrence of the glutamate transporter EAAT2 A206G polymorphism in schizophrenic subjects. Mol Psychiatr. 2002, 7: 671-672. 10.1038/sj.mp.4001055.
The pre-publication history for this paper can be accessed here:http://0-www.biomedcentral.com.brum.beds.ac.uk/1471-244X/4/21/prepub
We are grateful to all the medical staff involved in collecting specimens. This work was supported in part by a Grant-in Aid for Scientific Research on Priority Areas "Medical Genome Science" and other grants from the Ministry of Education, Culture, Sports, Science and Technology and the Ministry of Health, Labor and Welfare of Japan.
XD carried out genotyping, statistical analyses and drafted the manuscript: HS participated in design of this study and statistical analyses: HN, NT, NI and NO participated in collecting specimens and clinical data: YF conceived of the study and participated in its design and coordination.
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Deng, X., Shibata, H., Ninomiya, H. et al. Association study of polymorphisms in the excitatory amino acid transporter 2 gene (SLC1A2) with schizophrenia. BMC Psychiatry 4, 21 (2004) doi:10.1186/1471-244X-4-21
- Linkage Disequilibrium
- Amyotrophic Lateral Sclerosis
- Haplotype Association
- Excitatory Amino Acid Transporter