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- Genome-wide Association Studies of ADHD
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Data Summary
Study Report
| Reference | Nyman ES, 200718030083 |
|---|---|
| Citation | Nyman E. S., Ogdie M. N., Loukola A., Varilo T., Taanila A., Hurtig T., Moilanen I. K., Loo S. K., McGough J. J., Jarvelin M. R., Smalley S. L., Nelson S. F. and Peltonen L. (2007) "ADHD candidate gene study in a population-based birth cohort: association with DBH and DRD2." J Am Acad Child Adolesc Psychiatry, 46(12): 1614-21. |
| Study Design | case-control |
| Study Type | Candidate-gene association study |
| Sample Size | 188 cases and 166 controls |
| Predominant Ethnicity | Caucasian |
| Population | Finland |
| Gender | 228 males and 126 females |
| Age Group | Children/Adolescents : aged 15 |
| Summary | So far, the most promising candidate genes for ADHD have been those involved in dopamine and serotonin pathways. This study tests a series of allelic variants within such candidate genes to determine their potential influence on ADHD susceptibility. They used a population sample ascertained from a birth cohort of a subpopulation of Finland, characterized by founder effect and isolation, thus minimizing genetic heterogeneity. The subjects were systematically ascertained using DSM-IV diagnostic criteria for ADHD from the Northern Finland Birth Cohort 1986 of more than 9,000 individuals, resulting in the study sample of 188 ADHD cases and 166 controls. They genotyped markers in 13 candidate genes, including critical components of dopamine and serotonin pathways. Evidence for association of ADHD with allelic variants of the dopamine B-hydroxylase (DBH) and dopamine receptor D2 (DRD2) genes was reported. This study supports the involvement of the dopamine pathway in the etiology of ADHD; specifically the genes DBH and DRD2 deserve more attention in further studies. |
|---|---|
| Total Sample | In the total study sample, 188 cases and 166 controls were identified. Of these, at least 159 cases and 151 controls were genotyped for each of the attempted markers. All of the genotyping occurred without knowledge of case-control status. |
| Sample Collection | The ADHD study sample was ascertained as described in detail by Smalley et al. (2007), using DSM-IV diagnostic criteria for ADHD cases and controls from the Northern Finland Birth Cohort 1986 (N=9,432 live-born individuals), a 1-year population-based birth cohort from the two northernmost provinces of Finland. This regional subpopulation of Finland represents an isolated population characterized by founder effect and more genetic homogeneity. Prospective longitudinal collection of an extensive amount of phenotype data has been carried out on the cohort members from the prenatal period onward (Jarvelin et al., 1993). |
| Diagnosis Description | At age 15 the subjects' parents were requested to complete the Strengths and Weaknesses of ADHD-Symptoms and Normal-Behaviors (SWAN) rating scale (Swanson et al., 2001a, 2001b). Based on SWAN screening, subjects were invited for further evaluation to determine their participation as either cases or controls. Clinical assessment included the Schedule for Affective Disorders and Schizophrenia for School-Age Children-Present and Lifetime Version, a semistruc- tured interview for the assessment of ADHD and other psychiatric disorders (Kaufman et al., 1997). Final ADHD diagnoses were based on all of the information gathered on subjects using a best estimate procedure and DSM-IV criteria. Cases included in this study met a definite or probable lifetime diagnosis of ADHD. Probable cases fell one symptom short of diagnosis but met age of onset and impairment criteria. Controls were included if they met best estimate criteria as unaffected and were classified as SWAN controls. For a more detailed description of the sample and assessments, see Smalley et al. (2007). All of the study subjects provided informed consent under the University of Oulu and University of California, Los Angeles institutional review boards. |
| Technique | DNA was extracted from study participants' blood according to standard protocols (Vandenplas et al., 1984). SNPs in DRD1-DRD5 were genotyped using Sequenom's MassARRAY technology (Sequenom, San Diego, CA). Polymerase chain reaction (PCR) and extension primers were designed using SpectroDESIGNER 2.0 software (sequences available on request), and SNPs were genotyped in 3- to 6-plex reactions using the standard protocols. The average success rate for the Sequenom SNP data was 97%. SNPs in DAT1, DBH, TH, 5HTT, COMT, GRIN2A, MAOA, and SNAP25 were genotyped using TaqMan SNP Genotyping Assays and the 7900HT Fast Real-Time PCR System for fluorescent read detection and allelic discrimination using the manufacturers' specifications. The average success rate for the TaqMan SNP data was 99%. SNPs not failing the Hardy-Weinberg equilibrium (p<0.05) were included in the study. The 48-base pair variable number of tandem repeats (VNTR) polymorphism in DRD4 exon 3 was amplified in a modification of a previously described method (Lichter et al., 1993). The length of the fragments was determined using an ABI 3730 DNA analyzer (Applied Biosystems), called with GeneMapper version 3.0 software and verified manually. The DBH microsatellite (GT repeat) was genotyped according to previously described specifications (Wei et al., 1997). Genotypes were determined using an ABI 3700 DNA analyzer and called using Genotyper version 2.1 software. The 40-base pair (bp) VNTR in the DAT1 3'-untranslated region (UTR) was genotyped according to a method described previously (Cook et al., 1995). The length of the fragments was determined by 3% agarose gel electrophoresis. Genotypes were inspected visually and called twice independently. The 30-bp MAOA VNTR was genotyped according to a previously described procedure (Sabol et al., 1998). Products were separated on an ABI 3700 DNA analyzer and genotypes were called using Genotyper version 2.1 software. The 5HTTLPR was genotyped using a method described previously (Manor et al., 2001). VNTR, 5HTTLPR, and microsatellite polymorphisms were tested for Hardy-Weinberg equilibrium using the GENEPOP or PEDSTATS software program, and markers not failing the Hardy- Weinberg equilibrium ( p<0.05) were included in the study. The average success rate was 97%. |
| Analysis Method | The DRD4 VNTR was analyzed both as a multiallelic marker and as a biallelic marker based on carrier status of the long alleles (>=6 repeats). The DAT1 VNTR was analyzed as a biallelic marker after removing two individuals with a rare allele. Haploblocks were determined using HAPLOVIEW, and haplotypes were constructed using PHASE2.1.1 software (Adkins, 2004; Stephens and Donnelly, 2003; Stephens et al., 2001). Rare (frequency <0.05) haplotypes were clustered together into composite haplotypes. Analyses of biallelic marker data were performed using the SAS software package version 9.1.3. Logistic regression was used for testing association between genotypes or haplotypes and ADHD. Modeling was done using sex as a covariate and for males and females separately. Comparisons were made between different genotypes and carriers of different alleles for single markers, and between presence versus absence or different copy counts for haplotypes. Analyses of multiallelic marker data were done using LRTCC, an in-house program performing genotype- and allele-based likelihood ratio and randomization tests for calculating P- values. Power calculations were performed using the Genetic Power Calculator program (Purcell et al., 2003). Results were not corrected for type I errors due to limitations of sample size and magnitude of gene effects investigated. Instead, reliability of the findings is to be evaluated based on independent replications or refutations. |
| Result Description | Logistic regression analyses provide evidence of association with ADHD for markers in four genes, DRD2, DBH, DAT1, and 5HTT. Association for rs2073837 in the DBH intron 12 was detected. The minor homozygote was risk conferring compared with the major homozygote adjusted for sex and an even stronger effect was seen in males. Association was also observed in males only for three intronic DRD2 SNPs and an SNP in the 3'-UTR, the DRD2 Taq1A RFLP. For all of the SNPs the minor allele was risk conferring, giving odds ratios between 1.9 and 2.1. No evidence of association was seen in the complete sample or in females. For DAT1, some evidence of association was found for an SNP (rs12516948) in the 3'-UTR. However, the result is only marginally significant, and no evidence of association is seen for the other DAT1 markers. Although four SNPs in 5HTT are nominally associated, including an SNP in the 3' flanking region (rs1979572) and three intronic SNPs (rs4325622, rs140701, rs2066713), the results were considered inconclusive because the effect was seen only for heterozygotes, and no risk (or protective) allele could be identified. Allelic haplotypes were constructed using associated DRD2 SNPs. These SNPs belong to the same haploblock. The DRD2 minor allelic haplotype gave evidence of association for males, being risk-conferring. The odds ratio of the haplotype carriers compared to the rest was 2.1. No evidence of association was seen in the complete sample or in females. |
| SNP | Allele Change | Risk Allele | Statistical Values | Author Comments | Result of Statistical Analysis |
|---|---|---|---|---|---|
| rs2073833 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs2070762 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs2076907 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs2073837 | Logistic regression for single markers: adjusted for sex: P-value=0.0055, OR=2.69, 95%CI=1.34-5.43 for 22vs.11, P-value=0.0099, OR=0.44, 95%CI=0.23-0.82 for 11/12vs.22; Males: P-value=0.0027, OR=5.05, 95%CI=1.75-14.54 for 22vs.11, P-value=0.0036, OR=0.22, 95%CI=0.08-0.61 for 11/12vs.22 | The minor homozygote was risk conferring compared with the m...... The minor homozygote was risk conferring compared with the major homozygote adjusted for sex and an even stronger effect was seen in males More... | Significant | ||
| rs1979572 | Logistic regression for single markers: adjusted for sex: P-value=0.0258, OR=0.54, 95%CI=0.32-0.93 for 12vs.11; Males: P-value=0.0264, OR=0.43, 95%CI=0.20-0.91 for 12vs.22 | nominally associated, but the results were considered inconc...... nominally associated, but the results were considered inconclusive because the effect was seen only for heterozygotes, and no risk (or protective) allele could be identified. More... | Significant | ||
| rs1800497 | Logistic regression for single markers: Males: P-value=0.0333, OR=1.93, 95%CI=1.05-3.55 for 22/12vs.11 | Association was observed in males. No evidence of associatio...... Association was observed in males. No evidence of association was seen in the complete sample or in females. More... | Significant | ||
| rs2066713 | Logistic regression for single markers: adjusted for sex: P-value=0.0452, OR=0.54, 95%CI=0.29-0.99 for 12vs.22 | nominally associated, but the results were considered inconc...... nominally associated, but the results were considered inconclusive because the effect was seen only for heterozygotes, and no risk (or protective) allele could be identified. More... | Significant | ||
| rs2020917 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs17758 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs167771 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs1800464 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs1799978 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs140701 | Logistic regression for single markers: adjusted for sex: P-value=0.0393, OR=0.51, 95%CI=0.27-0.97 for 12vs.22; Males: P-value=0.0483, OR=0.53, 95%CI=0.28-1.00 for 12vs.11 | nominally associated, but the results were considered inconc...... nominally associated, but the results were considered inconclusive because the effect was seen only for heterozygotes, and no risk (or protective) allele could be identified. More... | Significant | ||
| rs1354348 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs165728 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs1611125 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs1108581 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs1124491 | Logistic regression for single markers: Males: P-value=0.0174, OR=2.08, 95%CI=1.14-3.80 for 22/12vs.11 | Association was observed in males. No evidence of associatio...... Association was observed in males. No evidence of association was seen in the complete sample or in females. More... | Significant | ||
| rs12516948 | Logistic regression for single markers: adjusted for sex: P-value=0.0468, OR=2.2, 95%CI=1.01-4.80 for 11vs.22 | Some evidence of association was found. But the result is on...... Some evidence of association was found. But the result is only marginally significant, and no evidence of association is seen for the other DAT1 markers. More... | Significant | ||
| rs12920919 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs10064219 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs1079595 | Logistic regression for single markers: Males: P-value=0.0287, OR=1.99, 95%CI=1.07-3.69 for 22/12vs.11 | Association was observed in males. No evidence of associatio...... Association was observed in males. No evidence of association was seen in the complete sample or in females. More... | Significant | ||
| rs1079727 | Logistic regression for single markers: Males: P-value=0.0393, OR=1.89, 95%CI=1.03-3.45 for 22/12vs.11 | Association was observed in males. No evidence of associatio...... Association was observed in males. No evidence of association was seen in the complete sample or in females. More... | Significant | ||
| rs3859124 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs40184 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs3746544 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs3842753 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs4245149 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs4325622 | Logistic regression for single markers: adjusted for sex: P-value=0.0112, OR=0.49, 95%CI=0.29-0.85 for 12vs.11, P-value=0.036, OR=0.58, 95%CI=0.34-0.97 for 22/12vs.11; Males: P-value=0.031, OR=0.48, 95%CI=0.25-0.94 for 12vs.11, P-value=0.0436, OR=0.46, 95%CI=0.21-0.98 for 12vs.22 | nominally associated, but the results were considered inconc...... nominally associated, but the results were considered inconclusive because the effect was seen only for heterozygotes, and no risk (or protective) allele could be identified. More... | Significant | ||
| rs403636 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs4074905 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs6275 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs6279 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs5993882 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs6269 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs686 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs7197278 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs6350 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs6497730 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs2267770 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs226082 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs2234689 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs2134655 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs265973 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs2519152 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs2423486 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs2283724 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs324029 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs267418 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs265981 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs265975 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs363050 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs362988 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs362599 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs362569 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs740603 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs739398 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs8049651 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs765287 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs933271 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs916455 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant | ||
| rs936461 | No available information. | No evidence of association was seen. No evidence of association was seen. | Non-significant |
| Variant Name | Allele Change | Risk Allele | Statistical Values | Author Comments | Result of Statistical Analysis |
|---|---|---|---|---|---|
| SLC6A3 3'-UTR VNTR | No available information. No available information. | No evidence of association was seen. | Non-significant | ||
| MAOA promoter VNTR | No available information. No available information. | No evidence of association was seen. | Non-significant | ||
| DBH 5'-flanking (GT)n | No available information. No available information. | No evidence of association was seen. | Non-significant | ||
| DRD4 exon3 VNTR | No available information. No available information. | No evidence of association was seen. | Non-significant | ||
| SNAP25 hCV2488338 | No available information. No available information. | No evidence of association was seen. | Non-significant | ||
| 5HTTLPR | short/long | No available information. No available information. | No evidence of association was seen. | Non-significant |
| Gene | Statistical Values/Author Comments | Result of Statistical Analysis |
|---|---|---|
| DRD3 | No evidence of association was seen. No evidence of association was seen. | Non-significant |
| MAOA | No evidence of association was seen. No evidence of association was seen. | Non-significant |
| GRIN2A | No evidence of association was seen. No evidence of association was seen. | Non-significant |
| DRD2 | Association was observed in males only for three intronic DR...... Association was observed in males only for three intronic DRD2 SNPs (rs1079727, rs1079595, rs1124491) and an SNP in the 3'-UTR (rs1800497), the DRD2 Taq1A RFLPThe DRD2 minor allelic haplotype gave evidence of association for males, being risk-conferring. No evidence of association was seen in the complete sample or in females . More... | Significant |
| TH | No evidence of association was seen. No evidence of association was seen. | Non-significant |
| SLC6A4 | Four SNPs in 5-HTT are nominally associated, including an SN...... Four SNPs in 5-HTT are nominally associated, including an SNP in the 3' flanking region (rs1979572) and three intronic SNPs. More... | Significant |
| DRD1 | No evidence of association was seen. No evidence of association was seen. | Non-significant |
| DRD4 | No evidence of association was seen. No evidence of association was seen. | Non-significant |
| DBH | Association for an SNP in the DBH intron 12 was detected. Association for an SNP in the DBH intron 12 was detected. | Significant |
| DRD5 | No evidence of association was seen. No evidence of association was seen. | Non-significant |
| SLC6A3 | Some evidence of association was found for a SNP (rs12516948...... Some evidence of association was found for a SNP (rs12516948) in the 3'-UTR of SLC6A3. More... | Significant |
| SNAP25 | No evidence of association was seen. No evidence of association was seen. | Non-significant |
| COMT | No evidence of association was seen. No evidence of association was seen. | Non-significant |
Copyright: Bioinformatics Lab, Institute of Psychology, Chinese Academy of Sciences Feedback
Last update: Feb 26, 2014



