1. Introduction
Growing evidence from basic and clinical experiments support a hypothesis that stress and depression are associated with alterations in hippocampal neurogenesis and neurotrophic factor expression, and that antidepressant treatment reverses or blocks such results (Schmidt and Duman, 2010; Schmidt and Duman, 2007; Duman et al., 1997). BDNF is a prototypical neurotrophic factor (Castren 2005; Lee et al., 2001; Levine et al., 1995). The preclinical literature on BDNF in stress-related depression has been supported by multiple published human studies on BDNF as a putative biomarker for mood disorder phenotypes (e.g. Shimizu et al., 2003; Cunha et al., 2006; Machado-Vieira et al., 2007; Monteleone et al., 2008). BDNF and its receptors have been implicated in suicidal behaviour (Dwivedi et al., 2003; Karege et al., 2005; Ernst et al., 2009; Kunugi et al., 2004; Kim et al., 2007). Several genetic studies have implicated BDNF and neurotrophin receptor gene polymorphisms in pediatric mood disorder phenotypes (Geller et al., 2004; Strauss et al., 2004, 2005; Kaufman et al., 2006; Hilt et al., 2007; Wichers et al., 2008; Feng et al., 2008).
Childhood-onset mood disorders (COMD) are pernicious affective illnesses, which can take the form of major depressive disorder (MDD), dysthymic disorder (DD) or bipolar disorder (BP). COMD impede normal development and heighten the risk for morbidity - including substance abuse and SA and completed suicide (Birmaher et al., 1996). There is substantial evidence that COMD increases risk for SA and suicide (Sanchez and Le, 2001). Variation in depressive symptoms in juvenile populations is under significant hereditary influence (Boomsma et al., 2005; Hudziak et al., 2000; Rice et al., 2002), evidence that supports molecular genetic approaches.
Our aim was to test for association between markers at other neuroplasticity genes and COMD, and between those markers and SA. Since BDNF was identified as a neuroplasticity-related compound by its antidepressant-like effects in animal models (Schmidt and Duman, 2007; Duman et al., 1997), our candidate gene selection was based on similar animal and human paradigms, including electroconvulsive seizures (ECS) (Bocchio-Chiavetto et al., 2006; Grønli et al., 2007; Marano et al., 2007) and exercise (Ferris et al., 2007). Candidate genes selected: 1) were significantly altered (in parallel to BDNF) by electroconvulsive seizures (ECS) and/or exercise, 2) are related to BDNF by being in the same biochemical pathway; or 3) influence neurogenesis. Based on preclinical gene expression studies outlined below, we chose HOMER1 and human neuronal pentraxin II (NPTX2). Furthermore, both are early-immediate genes (EIGs).
Like Bdnf, Homer1 is upregulated by ECS in the frontal cortex and hippocampus (Altar et al., 2004) and is also upregulated by exercise in the hippocampus (Tong et al., 2001). Chronic stress downregulates Homer1 expression in rat prefrontal cortex; the effect is reversed with antidepressant administration (Orsetti et al., 2008, 2009). Homer1 has EIG and constitutive effects that influence synapses (Xiao et al., 1998; Ango et al., 2002). Homer1 knockout (KO) mice show decreased sensory responsiveness, motor function, activity cycles, and learning (Jaubert et al., 2007), in addition to enhanced ‘behavioral despair’, increased anxiety in a novel objects test, and decreased instrumental responding to sucrose (Szumlinski et al., 2005), changes similar to those observed in animal stress paradigms (Schmidt and Duman, 2007). Over-expression of Homer1 protein induces symptomatic recovery of Homer1 KO mice (Lominac et al. 2005). The animal evidence suggests a possible role for HOMER1 in human depressive symptoms. A handful of human genetic association studies are point to relevance of HOMER1 in human psychopathology. For example, two putative functional HOMER1 SNPs have recently been associated with major depressive disorder in a genome-wide association study (GWAS) and imaging study -- rs7713917 was associated with prefrontal cortical activity during executive function (Rietschel et al., 2010). Additionally, HOMER1 rs4704560 has been implicated as a possible susceptibility variant for psychotic symptoms in Parkinson’s disease (De Luca et al., 2009). Furthermore HOMER1 rs2290639 and rs4704560 have been associated with baseline psychopathology and multiple HOMER1 SNPs have been associated with therapeutic response in schizophrenia (Spellman et al. 2011).
NPTX2 is an EIG from the pentraxin family (Hsu and Perin, 1995; Reti and Baraban, 2000; O’Brien et al., 1999), located on chromosome 7q21.3-22.1, (Hsu and Perin, 1995), a genomic region that has been implicated in linkage studies of bipolar disorder (Segurado et al., 2003; Cheng et al., 2006). Frontal cortical and hippocampal expression of the NPTX2 rat homolog (Narp) are elevated following ECS (Tsui et al., 1996; Reti and Baraban, 2000; Altar et al., 2004); hippocampal Narp levels increase following exercise (Tong et al., 2001). Narp is upregulated following BDNF long-term potentiation (LTP) in the rat dentate gyrus (Wibrand et al., 2006). Animal studies illustrate a potential role for NPTX2 in synaptic plasticity, and a positional candidate for human mood disorders via linkage studies of bipolar disorder.
The current study was undertaken in order to examine if HOMER1 or NPTX2 gene variants are associated with COMD or SA. We hypothesized that SNPs at both candidate EIGs would be associated with COMD or SA.
2. Methods
2.1 Subjects
COMD participants were recruited as part of the Risk Factors in Childhood-Onset Depression Program Project at the University of Pittsburgh. These subjects have been described previously (Strauss et al., 2004; McGregor et al., 2007). The current study was conducted in accordance with the Code of Ethics of the World Medical Association (Declaration of Helsinki), and with the approval of the institutional review board at the Centre for Addiction and Mental health (CAMH) in Toronto and at the University of Pittsburgh Medical Center. Written informed consent was obtained for all participants. Some of the participants that were recruited from previous studies on childhood mood disorders had extensive research records supporting the required diagnosis and were interviewed using a young adult version of a clinical interview – the ISCA (Sherrill and Kovacs, 2000). The other clients that were recruited via mental health clinics and community advertisements were assessed using a modified version of the Structured Clinical Interview for DSM-IV Axis I disorders, Patient Edition (SCID) (First et al., 1995), and were required to have childhood medical or psychosocial records supporting pediatric onset of mood disorder. Interviews were conducted by professional-level clinical evaluators. All clients were diagnosed using DSM-III (American Psychiatric Association 1980) or DSM-IV TR (American Psychiatric Association 2000) for major depressive disorder (MDD) or dysthymic disorder (DD) with onset by 13.99 years of age, or bipolar (BP) I or II disorders with onset by 16.99 years of age, using best estimate consensus diagnosis (Maziade et al., 1992). Venous blood was collected (15mL) from each client at the University of Pittsburgh Medical Center and preserved in EDTA. The samples were then couriered to CAMH in Toronto, Canada where DNA was extracted and genotyped. The sample consisted of a total of 201 COMD probands, with 105 having a history of at least one life-time SA and the other 96 clients had no SA at the time of the current study. The ISCA defines SA as an executed or completed behavior that could potentially result in death of the individual, or the belief that it could; the SA behavior must be volitional and self-induced with some psychological intent to cause death to oneself. For the COMD versus control comparisons, 191 of the 201 probands were able to be matched for sex and ethnicity to healthy controls making a total of 382 individuals for these comparisons (191 cases; 191 matched controls); these healthy controls have been described previously (Strauss et al., 2004; McGregor et al., 2007). Our controls had no history of psychological disorder based on screening questions from the SCID interview and were healthy adults. They were ascertained from surgical clinics, undergraduate university students, and newspaper advertisements, both in Toronto and through research collaborators.
2.2 Laboratory
The extraction of DNA used a high salt method (Lahiri and Nurnberger, 1991). Individuals were genotyped at a total of ten SNPs: HOMER1 rs7713917, rs4704560, rs2290639, rs2404150, rs770276, rs4132033, rs10942889; and NPTX2 rs1681248, rs705318, rs705315. SNPs were selected based on a reported minor allele frequency of >0.20 and assay availability at the time, as well as the more recent addition of HOMER1 rs7713917 (Rietschel et al., 2010) and rs4704560 (De Luca et al., 2009; Spellman et al., 2011). We used standard ABI TaqMan® assay-on-demand allelic discrimination amplification assays at a10μL volume. For all PCR reactions, a protocol of 50ng genomic DNA was denatured for 10 min. at 95°C and amplified over 50 cycles of 15 sec. at 92°C and 1 min. at 60°C in an MJ Research thermocycler (Bio-Rad Laboratories, Hercules, CA). Post-amplification products were quantified on the ABI PRISM® 7300 and 7500 Sequence Detection System (Applied Biosystems, Inc., Foster City, CA). Genotypes were manually assigned.
2.3 Statistical methods
Genotype frequencies were compared between COMD cases and controls using chi-square methods, and Fisher’s exact test where appropriate, using R (http://www.r-project.org/). Haploview v4.1 (Barrett et al., 2005) was used to examine genotype completion rates, Hardy-Weinberg equilibrium, linkage disequilibrium (using the Solid Spine algorithm) and allele and haplotype association.
To correct for testing multiple SNPs, spectral decomposition methods (Nyholt 2004) were used to adjust alphas for both HOMER1 and NPTX2 – the experiment-wide significance thresholds required to keep the Type I error rate at 5% were 0.0102 for HOMER1 and 0.0226 for NPTX2, respectively (Li and Ji, 2005).
Gene-gene interaction was calculated using multifactor dimensionality reduction (MDR) (Hahn et al. 2003; Moore 2004). The best model was selected based on Testing Balance Accuracy (TBA). Significance of interaction was calculated by permutation as implemented in MDR-permutation testing. HOMER1 rs7713917 had a degree of missingness that created unbalanced groups and therefore MDR analyses excluded rs7713917.
3. Results
Genotypes were >= 97.6% complete for the COMD analyses (with the exception of rs7713917 at 93.5%), and >= 99% for the SA analyses. Most markers across both COMD and SA analyses were in HWE (p-values >0.0537), with the exception of three SNPs at HOMER1 – rs2290639(p=0.0063), rs2404150(p=0.0016) and rs4704150(p=0.0098). However, within European American (EA) and African American (AA) subgroups HWE was observed for these HOMER1 SNPs.
Considering COMD probands only, when comparing 105 attempters (SA+) and 96 non-attempters (SA−), there were no significant differences in ethnicity or in diagnostic polarity. Lifetime history of SA was more common in females (chisq=4.39, d.f.=1, p=0.04) and those with alcohol abuse (chisq=5.10, d.f.=1, p=0.02) (Table 1). There were no significant differences in genotype frequencies between COMD cases and matched controls (Table 2). Concerning allelic association, the HOMER1 rs7713917 SNP was nominally associated with COMD at p=0.04.
Table 1.
SA+ | SA− | Chi-square | P | d.f. | ||
---|---|---|---|---|---|---|
Ethnicity | AA | 24 | 14 | 1.73 | 0.18 | 1 |
EA | 81 | 82 | ||||
Gender | Male | 28 | 40 | 4.39 | 0.04 | 1 |
Female | 77 | 56 | ||||
Diagnosis | Unipolar | 62 | 67 | 2.07 | 0.15 | 1 |
Bipolar | 43 | 29 | ||||
LTETOH | Yes | 56 | 35 | 5.1 | 0.02 | 1 |
No | 49 | 61 |
SA+ – lifetime history of at least one lifetime suicide attempt
SA− – lifetime history negative for suicide attempt
AA – African American
EA – European American
LTETOH – lifetime history of alcohol abuse
Table 2.
Locus | SNP | Phenotype | Genotype | Chisq | Genotype p | d.f. | Allele p | ||
---|---|---|---|---|---|---|---|---|---|
HOMER1 | rs7713917 | AA | AG | GG | |||||
COMD | 41 | 86 | 61 | 4.12 | 0.13 | 2 | 0.04 | ||
HC | 24 | 78 | 67 | ||||||
rs4704560 | CC | CT | TT | ||||||
COMD | 50 | 84 | 55 | 1.69 | 0.43 | 2 | 0.20 | ||
HC | 43 | 76 | 65 | ||||||
rs2290639 | TT | TA | AA | ||||||
COMD | 45 | 92 | 55 | 4.35 | 0.11 | 2 | 0.82 | ||
HC | 53 | 71 | 66 | ||||||
rs2404150 | GG | GA | AA | ||||||
COMD | 38 | 80 | 74 | 0.65 | 0.72 | 2 | 0.52 | ||
HC | 44 | 75 | 71 | ||||||
rs7702760 | CC | CA | AA | ||||||
COMD | 18 | 72 | 102 | 1.81 | 0.40 | 2 | 0.57 | ||
HC | 15 | 84 | 91 | ||||||
rs4132033 | GG | GC | CC | ||||||
COMD | 56 | 92 | 44 | 0.08 | 0.96 | 2 | 0.78 | ||
HC | 53 | 92 | 45 | ||||||
rs10942889 | TT | TG | GG | ||||||
COMD | 54 | 86 | 52 | 1.17 | 0.55 | 2 | 0.56 | ||
HC | 45 | 94 | 51 | ||||||
NPTX2 | rs1681248 | GG | GC | CC | |||||
COMD | 157 | 31 | 3 | FET | 0.97 | - | 0.86 | ||
HC | 154 | 32 | 3 | ||||||
rs705318 | TT | TG | GG | ||||||
COMD | 32 | 77 | 83 | 2.98 | 0.23 | 2 | 0.97 | ||
HC | 24 | 92 | 74 | ||||||
rs705315 | GG | GA | AA | ||||||
COMD | 160 | 28 | 4 | FET | 0.77 | - | 0.77 | ||
HC | 155 | 32 | 3 |
FET, Fisher’s Exact Test;
COMD: Childhood-Onset Mood Disorder, n = 191
HC: Healthy Controls, n=191
Genotype analyses of COMD with a history of lifetime SA (SA+) versus COMD with no lifetime SA (SA−) are presented in Table 3. The HOMER1 rs2290639 SNP was statistically significant with SA+ individuals having more TT homozygotes and fewer heterozygotes than SA− (Chisq= 12.42, df = 2, p = 0.003). Another HOMER1 SNP rs2404150, was nominally associated with SA (p = 0.04). NPTX2 rs705315 was significantly associated with SA+ individuals having a greater frequency of the GG genotype (Fisher’s Exact Test, p = 0.01). NPTX2 rs1681248 showed a significantly higher frequency of the GG genotype (Fisher’s Exact Test, p = 0.006). Allelic comparisons (not shown) demonstrated nominally significant association between NPTX2 rs1681248 G allele and SA (chisq=5.29, p=0.021), and trends towards association for the other two NPTX2 SNPs-- rs705318 (p=0.054) and rs705315 (p=0.07). There were no other differences in SNP allele frequencies between SA+ and SA−.
Table 3.
Locus | SNP | Phenotype | Genotype | Chisq | Genotype p | d.f. | Allele p | ||
---|---|---|---|---|---|---|---|---|---|
HOMER1 | rs7713917 | AA | AG | GG | |||||
SA+ | 21 | 49 | 35 | 0.15 | 0.93 | 2 | 0.70 | ||
SA− | 21 | 44 | 30 | ||||||
rs4704560 | CC | CT | TT | ||||||
SA+ | 27 | 50 | 28 | 0.76 | 0.68 | 2 | 0.67 | ||
SA− | 25 | 40 | 30 | ||||||
rs2290639 | TT | TA | AA | ||||||
SA+ | 30 | 39 | 36 | 12.42 | 0.003* | 2 | 0.64 | ||
SA− | 14 | 58 | 24 | ||||||
rs2404150 | GG | GA | AA | ||||||
SA+ | 26 | 40 | 39 | 6.27 | 0.04 | 2 | 0.11 | ||
SA− | 11 | 47 | 38 | ||||||
rs7702760 | CC | CA | AA | ||||||
SA+ | 10 | 44 | 51 | 2.84 | 0.24 | 2 | 0.11 | ||
SA− | 7 | 31 | 58 | ||||||
rs4132033 | GG | GC | CC | ||||||
SA+ | 25 | 51 | 29 | 3.31 | 0.19 | 2 | 0.07 | ||
SA− | 33 | 44 | 19 | ||||||
rs10942889 | TT | TG | GG | ||||||
SA+ | 27 | 44 | 34 | 2.79 | 0.25 | 2 | 0.13 | ||
SA− | 29 | 46 | 21 | ||||||
NPTX2 | rs1681248 | GG | GC | CC | |||||
SA+ | 93 | 10 | 2 | FET | 0.006* | - | 0.02 | ||
SA− | 71 | 24 | 1 | ||||||
rs705318 | TT | TG | GG | ||||||
SA+ | 14 | 40 | 51 | 5.84 | 0.05 | 2 | 0.05 | ||
SA− | 20 | 40 | 36 | ||||||
rs705315 | GG | GA | AA | ||||||
SA+ | 93 | 9 | 3 | FET | 0.01* | - | 0.07 | ||
SA− | 73 | 22 | 1 |
FET: Fisher’s Exact Test
COMD: Childhood-Onset Mood Disorder
SA+: COMD with history of lifetime suicide attempt, n = 119
SA−: COMD with no history of lifetime suicide attempt, n = 109
Significant after spectral decomposition (SNPSpD; Nyholt, 2004)
HOMER1 and NPTX2 linkage disequilibrium measures are reported in Supplementary Tables and Figures for both COMD and SA analyses. The results are quite similar between COMD and SA, so COMD will be summarized. HOMER1 had three blocks – Block 1 (containing rs2290639, rs2404150 and rs7702760), Block 2 (rs4132033 and rs10942899) and Block 3 (rs4704560 and rs7713917). Distances between the closest markers were at least 14kb. Within-block D-prime values were all at least 0.82, with r2 results >= 0.31. NPTX2 had a single block with D-prime values >= 0.845, and r2 >= 0.165, all three markers were within 5kb.
There were no haplotypes associated with COMD Two nominally significant haplotype associations were observed with SA (a HOMER1 G-G haplotype (p=0.032); a NPTX2 C-T-A haplotype (p=0.029)) (see Supplementary Tables and Figures). MDR was also performed on the suicide phenotype. Significant three-locus synergistic interaction was observed among two SNPs in HOMER1 - rs4704560, rs2290639, and a SNP in NPTX2 - rs705318 (TBA=0.6565, p=0.015). Among the two locus interactions, the top model included a SNP rs2290639 in HOMER1 and rs1681248 in NPTX2 (TBA=0.631, p=0.036). However, the interaction appears to be redundant or correlated and no new information is gained.
4. Discussion
The current study found no association between any EIG markers and COMD, by genotype, haplotype or allele. Within COMD cases, we noted an association between SA and HOMER1 rs2290639 genotype, as well as between SA and NPTX2 rs705315 and rs1681248 genotypes – results that remained significant after correcting for multiple tests. Heterozygotes for rs2290639 or rs705315 had fewer SAs than homozygous participants, which suggest possible heterozygote advantage. Additionally we report nominally significant haplotype associations with SA at both HOMER1 and NPTX2. We also described MDR results suggestive of possible two- and three-way interactions between HOMER1 and NPTX2 (p-values=0.036, 0.015).
As outlined above, previous human and animal studies have implicated HOMER1 in mental disorders, including depression. While the literature suggests HOMER1 may be germane to COMD, our results do not support an association after adjusting our signficance threshold for multiple tests. This may be because we are examining a different phenotype than prior studies, or possibly because of the modest sample size. Indeed, our relatively underpowered sample yielded nominally significant allelic association between the HOMER1 rs7713917 SNP (Rietschel et al. 2010) and COMD at p=0.04, a result that did not survive multiple testing correction. We describe an association between HOMER1 rs2290639 genotype and SA in COMD. To our understanding, previous investigations of HOMER1 have not reported on either of the specific phenotypes we examined – mood disorders with pediatric onset, and suicide attempt. Rietschel and colleagues (2010) work is notable, among many things, for the association of rs7713917 with MDD and prefrontal cortical activity, as this SNP is in the same block as the transcription start site and 70% of HOMER1 transcription factor binding sites (Rietschel et al. 2010). Our nominally significant MDR gene interaction finding involving rs4704560 may be relevant as rs4704560 is a putative promoter polymorphism close to the transcription start site (De Luca et al. 2009), and rs4704560 is in the same block as rs7713917; the variants are in high linkage disequilibrium. Moreover, Spellman et al.’s (2011) findings are relevant to mood disorders as the PANSS negative symptoms score were associated with rs4704560 in their sample – and the PANSS-N is used to measure depression in schizophrenia patients and is also correlated with the Hamilton Depression Rating Scale (Kontaxakis et al., 2000).
Although NPTX2 has been studied in autism (Marui et al., 2007), we know of no prior association studies of NPTX2 in MDD or SA. COMD probands with a history of SA had a lower frequency of heterozygotes at the marker rs705315 and rs1681248. As described in the introduction, neuroplasticity appears to be an important mechanism in both mood and SA, and it is possible that NPTX2 is involved in SA through this mechanism.
Any possible biological significance of our findings at this time would be speculative. Nonetheless, our findings are of germane in relation to the role of BDNF in suicide, and the direct effect of BDNF on neuronal signalling and Homer1 expression (Ji et al., 2010). The nominally interactions we describe highlight the importance of biological pathway network analyses in genome-scale studies.
Limitations of our investigation should be acknowledged. Multiple testing and the associated increase in risk of false positives are relevant to our results. Because of this, we corrected for multiple SNPs tested using SNPSpD, (Nyholt, 2004). Further, our sample power is modest -- our 201 matched case-control pairs provide 86% power to detect a genotype relative risk as low as 1.8, and very conservatively, a power of 0.56 to detect a GRR of 1.4; given the assumptions of alpha = 0.05, population frequency of 2%, additive model of inheritance, minor allele frequency of 0.45 (minor allele frequency for HOMER1 rs2290639= 0.45), a general 2 d.f. Test, and complete linkage between risk and disease variants (Purcell et al., 2003). A larger sample size would be beneficial to strengthen our results. Also, population stratification must be considered. Though not statistically significant, SAs are more frequent in African-Americans than in European Americans in our study. Since rs2290639 is monomorphic for the A allele in HapMap YRI (African) sample but not in the CEU (European) sample, it suggests the possibility that the reduced risk for SA we observed with rs2290639 heterozygotes may be related to European American ancestry. In contrast, rs705315 is more heterozygous in HapMap YRI than CEU, suggesting that the reduced risk for rs705315 heterozygotes is not related to European American ancestry. Although population substructure may contribute to our results, our previous use of genomic controls in a subset of this sample indicated no evidence of stratification (Strauss et al., 2004). Lastly, another significant limitation is that the SNP selection and related coverage of the large HOMER1 region is far from exhaustive. In summary, we report associations between HOMER1 rs2290639 genotype and SA, as well as between NPTX2 rs705315 genotype and SA, as well as nominally significant allelic association between rs7713917 and COMD, and nominally significant gene-gene interactions by MDR, interactions involving HOMER1 rs2290639 and rs4704560. Future experiments should consider larger samples, denser mapping of the region, and including more putative functional polymorphisms. In support Rietschel et al. (2010), we find weak evidence of a main effect of HOMER1 rs7713917 in COMD. Notably, their findings were in adult MDD samples and may not apply to our COMD participants with documented pediatric onset of depressive disorder. We do note associations of SNPs from HOMER1 and another EIG, NPTX2, with the SA phenotype. Overall, given the strong biological rationale for a role for HOMER1 and NPTX2 in animal paradigms, and evidence from human genetic studies, future investigations may yield salient findings of considerable interest.
Supplementary Material
Acknowledgments
This work was supported by the American Foundation for Suicide Prevention Young Investigator Grant (JS) and by the NIMH Program Project # P01 MH056193 (JLK, MK).
Footnotes
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Literature Cited
- Altar CA, Laeng P, Jurata LW, Brockman JA, Lemire A, Bullar J, Bukhman YV, Young TA, Charles V, Palfreyman MG. Electroconvulsive Seizures Regulate Gene Expression of Distinct Neurotrophic Signaling Pathways. J Neurosci. 2004;24:2667–2677. doi: 10.1523/JNEUROSCI.5377-03.2004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- American Psychiatric Association. Diagnostic and Statistical Manual of mental Disorders. 3. Washington, DC: American Psychiatric Association; 1980. [Google Scholar]
- American Psychiatric Association. Diagnostic and Statistical Manual of mental Disorders. 4. Washington, DC: American Psychiatric Association; 2000. Text Revision. [Google Scholar]
- Ango F, Robbe D, Tu JC, Xiao B, Worley PF, Pin JP, Bockaert J, Fagni L. Homer-Dependent Cell Surface Expression of Metabotropic Glutamate Receptor Type 5 in Neurons. Molecular and Cellular Neuroscience. 2002;20:323–329. doi: 10.1006/mcne.2002.1100. [DOI] [PubMed] [Google Scholar]
- Barrett JC, Fry B, Maller J, Daly MJ. Haploview: analysis and visualization of LD and haplotype maps. Bioinformatics. 2005;21:263–5. doi: 10.1093/bioinformatics/bth457. [DOI] [PubMed] [Google Scholar]
- Birmaher B, Ryan ND, Williamson DE, Brent DA, Kaufman J. Childhood and adolescent depression: a review of the past 10 years. Part II. J Am Acad Child Adolesc Psychiatry. 1996;35:1575–83. doi: 10.1097/00004583-199612000-00008. [DOI] [PubMed] [Google Scholar]
- Bocchio-Chiavetto L, Zanardini R, Bortolomasi M, Abate M, Segala M, Giacopuzzi M, Riva MA, Marchina E, Pasqualetti P, Perez J, Gennarelli M. Electroconvulsive Therapy (ECT) increases serum Brain Derived Neurotrophic Factor (BDNF) in drug resistant depressed patients. Eur Neuropsychopharmacol. 2006;16:620–4. doi: 10.1016/j.euroneuro.2006.04.010. [DOI] [PubMed] [Google Scholar]
- Boomsma DI, van Beijsterveldt CE, Hudziak JJ. Genetic and environmental influences on Anxious/Depression during childhood: a study from the Netherlands Twin Register. Genes Brain Behav. 2005;4:466–81. doi: 10.1111/j.1601-183X.2005.00141.x. [DOI] [PubMed] [Google Scholar]
- Castren E. Is mood chemistry? Nat Rev Neurosci. 2005;6:241–6. doi: 10.1038/nrn1629. [DOI] [PubMed] [Google Scholar]
- Cunha AB, Frey BN, Andreazza AC, Goi JD, Rosa AR, Gonçalves CA, Santin A, Kapczinski F. Serum brain-derived neurotrophic factor is decreased in bipolar disorder during depressive and manic episodes. Neuroscience Letters. 2006;398:215–9. doi: 10.1016/j.neulet.2005.12.085. [DOI] [PubMed] [Google Scholar]
- De Luca V, Annesi G, De Marco EV, de Bartolomeis A, Nicoletti G, Pugliese P, Mucettola G, Barone P, Quattrone A. HOMER1 promoter analysis in Parkinson’s disease: association study with psychotic symptoms. Neuropsychobiology. 2009;59:239–45. doi: 10.1159/000230689. [DOI] [PubMed] [Google Scholar]
- Duman RS, Heninger GR, Nestler EJ. A molecular and cellular theory of depression. Arch Gen Psychiatry. 1997;54:597–606. doi: 10.1001/archpsyc.1997.01830190015002. [DOI] [PubMed] [Google Scholar]
- Duman RS. Depression: A Case of Neuronal Life and Death? Biological Psychiatry. 2004;56:140–145. doi: 10.1016/j.biopsych.2004.02.033. [DOI] [PubMed] [Google Scholar]
- Dwivedi Y, Rizavi HS, Conley RR, Roberts RC. Altered Gene Expression of Brain-Derived Neurotrophic Factor and Receptor Tyrosine Kinase B in Postmortem Brain of Suicide Subjects. Arch Gen Psychiatry. 2003;60:804–815. doi: 10.1001/archpsyc.60.8.804. [DOI] [PubMed] [Google Scholar]
- Ernst C, Deleva V, Deng X, Sequeira A, Pomarenski A, Klempan T, Ernst N, Quirion R, Gratton A, Szyf M, Turecki G. Alternative splicing, methylation state, and expression profile of tropomyosin-related kinase B in the frontal cortex of suicide completers. Arch Gen Psychiatry. 2009;66:22–32. doi: 10.1001/archpsyc.66.1.22. [DOI] [PubMed] [Google Scholar]
- Feng Y, Vetró A, Kiss E, Kapornai K, Daróczi G, Mayer L, Tamás Z, Baji I, Gádoros J, King N, Kennedy JL, Wigg K, Kovacs M, Barr CL International Consortium for Childhood-Onset Mood Disorders. Association of the neurotrophic tyrosine kinase receptor 3 (NTRK3) gene and childhood-onset mood disorders. Am J Psychiatry. 2008;165:610–6. doi: 10.1176/appi.ajp.2007.07050805. [DOI] [PubMed] [Google Scholar]
- Ferris LT, Williams JS, Shen CL. The effect of acute exercise on serum brain-derived neurotrophic factor levels and cognitive function. Med Sci Sports Exerc. 2007;39:728–34. doi: 10.1249/mss.0b013e31802f04c7. [DOI] [PubMed] [Google Scholar]
- First MD, Spitzer RL, Gibbons M, Williams JBW. Structured Clinical Interview for DSM-IV Axis I Disorders—Patient Edition (SCID-IP Version 2.0) New York: Biometrics Research Department, New York State, Psychiatric Institute; 1995. [Google Scholar]
- Geller B, Badner JA, Tillman R, Christian SL, Bolhofner K, Cook EH., Jr Linkage disequilibrium of the brain-derived neurotrophic factor Val66Met polymorphism in children with a prepubertal and early adolescent bipolar disorder phenotype. Am J Psychiatry. 2004;161:1698–700. doi: 10.1176/appi.ajp.161.9.1698. [DOI] [PubMed] [Google Scholar]
- Grønli O, Stensland GO, Wynn R, Olstad R. Neurotrophic factors in serum following ECT: A pilot study. World J Biol Psychiatry. 2007;21:1–7. doi: 10.3109/15622970701586323. [DOI] [PubMed] [Google Scholar]
- Hilt LM, Sander LC, Nolen-Hoeksema S, Simen AA. The BDNF Val66Met polymorphism predicts rumination and depression differently in young adolescent girls and their mothers. Neurosci Lett. 2007;429:12–6. doi: 10.1016/j.neulet.2007.09.053. [DOI] [PubMed] [Google Scholar]
- Hahn LW, Ritchie MD, Moore JH. Multifactor dimensionality reduction software for detecting gene-gene and gene-environment interactions. Bioinformatics. 2003;19:376–82. doi: 10.1093/bioinformatics/btf869. [DOI] [PubMed] [Google Scholar]
- Hsu YC, Perin MS. Human Neuronal Pentraxin II (NPTX2): Conservation, Genomic Structure, and Chromosomal Localization. Genomics. 1995;28:220–227. doi: 10.1006/geno.1995.1134. [DOI] [PubMed] [Google Scholar]
- Hudziak JJ, Rudiger LP, Neale MC, Heath AC, Todd RD. A twin study of inattentive, aggressive, and anxious/depressed behaviors. J Am Acad Child Adolesc Psychiatry. 2000;39:469–76. doi: 10.1097/00004583-200004000-00016. [DOI] [PubMed] [Google Scholar]
- Jaubert PJ, Golub MS, Lo YY, Germann SL, Dehoff MH, Worley PF, Kang SH, Schwarz MK, Seeburg PH, Berman RF. Complex, Multimodal Behavioral Profile of the Homer1 Knockout Mouse. Genes Brain and Behavior. 2007;6:141–154. doi: 10.1111/j.1601-183X.2006.00240.x. [DOI] [PubMed] [Google Scholar]
- Ji Y, Lu Y, Yang F, Shen W, Tang TT, Feng L, Duan S, Lu B. Acute and gradual increases in BDNF concentration elicit distinct signalling and functions in neurons. Nat Neurosci. 2010;13:302–9. doi: 10.1038/nn.2505. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Karege F, Vaudan G, Schwald M, Perroud N, La Harpe R. Neurotrophin levels in postmortem brains of suicide victims and the effects of antemortem diagnosis and psychotropic drugs. Brain Res Mol Brain Res. 2005;136:29–37. doi: 10.1016/j.molbrainres.2004.12.020. [DOI] [PubMed] [Google Scholar]
- Kaufman J, Yang BZ, Douglas-Palumberi H, Grasso D, Lipschitz D, Houshyar S, Krystal JH, Gelernter J. Brain-derived neurotrophic factor-5-HTTLPR gene interactions and environmental modifiers of depression in children. Biol Psychiatry. 2006;59:673–80. doi: 10.1016/j.biopsych.2005.10.026. [DOI] [PubMed] [Google Scholar]
- Kim YK, Lee HP, Won SD, Park EY, Lee HY, Lee BH, Lee SW, Yoon D, Han C, Kim DJ, Choi SH. Low plasma BDNF is associated with suicidal behavior in major depression. Prog Neuropsychopharmacol Biol Psychiatry. 2007;31:78–85. doi: 10.1016/j.pnpbp.2006.06.024. [DOI] [PubMed] [Google Scholar]
- Kontaxakis VP, Havaki-Kontaxaki BJ, Stamoulli SS, Margariti MM, Collias CT, Christodoulou GN. Comparison of four scales measuring depression in schizophrenic patients. Eur Psychiatry. 2000;15:274–7. doi: 10.1016/s0924-9338(00)00232-7. [DOI] [PubMed] [Google Scholar]
- Kunugi H, Hashimoto R, Yoshida M, Tatsumi M, Kamijima K. A missense polymorphism (S205L) of the low-affinity neurotrophin receptor p75NTR gene is associated with depressive disorder and attempted suicide. American Journal of Medical Genetics B Neuropsychiatric Genetics. 2004;129B:44–6. doi: 10.1002/ajmg.b.30062. [DOI] [PubMed] [Google Scholar]
- Lahiri DK, Nurnberger JI., Jr A Rapid Non-Enzymatic Method for the Preparation of HMW DNA from Blood for RFLP Studies. Nucleic Acids Res. 1991;19:5444. doi: 10.1093/nar/19.19.5444. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lee R, Kermani P, Teng KK, Hempstead BL. Regulation of cell survival by secreted proneurotrophins. Science. 2001;294:1945–8. doi: 10.1126/science.1065057. [DOI] [PubMed] [Google Scholar]
- Levine ES, Dreyfus CF, Black IB, Plummer MR. Brain-derived neurotrophic factor rapidly enhances synaptic transmission in hippocampal neurons via postsynaptic tyrosine kinase receptors. Proc Natl Acad Sci U S A. 1995;92:8074–7. doi: 10.1073/pnas.92.17.8074. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li J, Ji L. Adjusting multiple testing in multilocus analyses using the eigenvalues of a correlation matrix. Heredity. 2005;95:221–7. doi: 10.1038/sj.hdy.6800717. [DOI] [PubMed] [Google Scholar]
- Lominac KD, Oleson EB, Pava M, Klugmann M, Schwartz MK, Seeburg PH, During MJ, Worley PF, Kalivas PW, Szumlinski KK. Distinct Roles for Different Homer1 Isoforms in Behaviors and Associated Prefontal Cortex Function. J Neurosci. 2005;25:11586–11594. doi: 10.1523/JNEUROSCI.3764-05.2005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Machado-Vieira R, Dietrich MO, Leke R, Cereser VH, Zanatto V, Kapczinski F, Souza DO, Portela LV, Gentil V. Decreased plasma brain derived neurotrophic factor levels in unmedicated bipolar patients during manic episode. Biological Psychiatry. 2007;61:142–4. doi: 10.1016/j.biopsych.2006.03.070. [DOI] [PubMed] [Google Scholar]
- Marano CM, Phatak P, Vemulapalli UR, Sasan A, Nalbandyan MR, Ramanujam S, Soekadar S, Demosthenous M, Regenold WT. Increased plasma concentration of brain-derived neurotrophic factor with electroconvulsive therapy: a pilot study in patients with major depression. J Clin Psychiatry. 2007;68:512–7. doi: 10.4088/jcp.v68n0404. [DOI] [PubMed] [Google Scholar]
- Marui T, Koishi S, Funatogawa I, Yamamoto K, Matsumoto H, Hashimoto O, Ishijima M, Nanba E, Nishida H, Sugiyama T, Kasai K, Watanabe K, Kano Y, Kato N, Sasaki T. No association between the neuronal pentraxin II gene polymorphism and autism. Prog Neuropsychopharmacol Biol Psychiatry. 2007;31:940–3. doi: 10.1016/j.pnpbp.2007.02.016. [DOI] [PubMed] [Google Scholar]
- Maziade M, Roy MA, Fournier JP, Cliche D, Mérette C, Caron C, Garneau Y, Montgrain N, Shriqui C, Dion C. Reliability of Best-Estimate Diagnosis in Genetic Linkage Studies of Major Psychoses: Results from the Quebec Pedigree Studies. Am J Psychiatry. 1992;149:1674–1686. doi: 10.1176/ajp.149.12.1674. [DOI] [PubMed] [Google Scholar]
- McGregor S, Strauss J, Bulgin N, De Luca V, George CJ, Kovacs M, Kennedy JL. p75(NTR) Gene and Suicide Attempts in Young Adults with a History of Childhood-Onset Mood Disorder. Am J Med Genet B Neuropsychiatr Genet. 2007;144B:696–700. doi: 10.1002/ajmg.b.30418. [DOI] [PubMed] [Google Scholar]
- Mi R, Tang X, Sutter R, Xu D, Worley P, O’Brien RJ. Differing Mechanisms for Glutamate Receptor Aggregation on Dendritic Spines and Shafts in Cultured Hippocampal Neurons. J Neurosci. 2002;22:7606–7616. doi: 10.1523/JNEUROSCI.22-17-07606.2002. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mi R, Sia GM, Rosen K, Tang X, Moghekar A, Black JL, McEnery M, Huganir RL, O’Brien RJ. AMPA Receptor-Dependent Clustering of Synaptic NMDA Receptors is Mediated by Stargazin and NR2A/B in Spinal Neurons and Hippocampal Interneurons. Neuron. 2004;44:335–349. doi: 10.1016/j.neuron.2004.09.029. [DOI] [PubMed] [Google Scholar]
- Monteleone P, Serritella C, Martiadis V, Maj M. Decreased levels of serum brain-derived neurotrophic factor in both depressed and euthymic patients with unipolar depression and in euthymic patients with bipolar I and II disorders. Bipolar Disorders. 2008;10:95–100. doi: 10.1111/j.1399-5618.2008.00459.x. [DOI] [PubMed] [Google Scholar]
- Moore JH. Computational analysis of gene-gene interactions using multifactor dimensionality reduction. Expert Rev Mol Diagn. 2004;4:795–803. doi: 10.1586/14737159.4.6.795. [DOI] [PubMed] [Google Scholar]
- Naeve GS, Ramakrishnan M, Kramer R, Hevroni D, Citri Y, Theill LS. Neuritin: A Gene Induced by Neural Activity and Neurotrophins that Promotes Neuritogenesis. Proc Natl Acad Sci USA. 1997;94:2648–2653. doi: 10.1073/pnas.94.6.2648. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Newton SS, Collier EF, Hunsberger J, Adams D, Terwilliger R, Selvanayagam E, Duman RS. Gene Profile of Electroconvulsive Seizures: Induction of Neurotrophic and Angiogenic Factors. J Neurosci. 2003;23:10841–10851. doi: 10.1523/JNEUROSCI.23-34-10841.2003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nyholt DR. A Simple Correction for Multiple Testing for SNPs in Linkage Disequilibrium with Each Other. Am J Hum Genet. 2004;74:765–769. doi: 10.1086/383251. [DOI] [PMC free article] [PubMed] [Google Scholar]
- O’Brien RJ, Xu D, Petralia RS, Steward O, Huganir RL, Worley P. Synaptic Clustering of AMPA Receptors by the Extracellular Immediate-Early Gene Product Narp. Neuron. 1999;23:309–323. doi: 10.1016/s0896-6273(00)80782-5. [DOI] [PubMed] [Google Scholar]
- Orsetti M, Di Brisco F, Canonico PL, Genazzani AA, Ghi P. Gene regulation in the frontal cortex of rats exposed to the chronic mild stress paradigm, an animal model of human depression. Eur J Neurosci. 2008;27:2156–64. doi: 10.1111/j.1460-9568.2008.06155.x. [DOI] [PubMed] [Google Scholar]
- Orsetti M, Di Brisco F, Canonico PL, Genazzani AA, Ghi P. Some molecular effectors of antidepressant action of quetiapine revealed by DNA microarray in the frontal cortex of anhedonic rats. Pharmacogenet Genomics. 2009;19:600–12. doi: 10.1097/FPC.0b013e32832ee573. [DOI] [PubMed] [Google Scholar]
- Purcell S, Cherny SS, Sham PC. Genetic Power Calculator: design of linkage and association genetic mapping studies of complex traits. Bioinformatics. 2003;19:149–150. doi: 10.1093/bioinformatics/19.1.149. [DOI] [PubMed] [Google Scholar]
- Reti IM, Baraban JM. Sustained Increase in Narp Protein Expression Following Repeated Electroconvulsive Seizure. Neuropsychopharmacology. 2000;23:439–443. doi: 10.1016/S0893-133X(00)00120-2. [DOI] [PubMed] [Google Scholar]
- Rice F, Harold GT, Thapar A. Assessing the effects of age, sex and shared environment on the genetic aetiology of depression in childhood and adolescence. J Child Psychol Psychiatry. 2002;43:1039–51. doi: 10.1111/1469-7610.00231. [DOI] [PubMed] [Google Scholar]
- Rietschel M, Mattheisen M, Frank J, Treutlein J, Degenhardt F, Breuer R, Steffens M, et al. Genome-wide association-, replication-, and neuroimaging study implicates HOMER1 in the etiology of major depression. Biol Psychiatry. 2010;68:578–85. doi: 10.1016/j.biopsych.2010.05.038. [DOI] [PubMed] [Google Scholar]
- Sanchez LE, Le LT. Suicide in mood disorders. Depress Anxiety. 2001;14:177–82. doi: 10.1002/da.1063. [DOI] [PubMed] [Google Scholar]
- Schmidt HD, Duman RS. Peripheral BDNF produces antidepressant-like effects in cellular and behavioral models. Neuropsychopharmacology. 2010;35:2378–91. doi: 10.1038/npp.2010.114. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schmidt HD, Duman RS. The role of neurotrophic factors in adult hippocampal neurogenesis, antidepressant treatments and animal models of depressive-like behavior. Behav Pharmacol. 2007;18:391–418. doi: 10.1097/FBP.0b013e3282ee2aa8. [DOI] [PubMed] [Google Scholar]
- Segurado R, Detera-Wadleigh SD, Levinson DF, Lewis CM, Gill M, Nurnberger JI, Jr, Craddock N, DePaulo JR, Baron M, Gershon ES, et al. Genome scan meta-analysis of schizophrenia and bipolar disorder, part III: Bipolar disorder. Am J Hum Genet. 2003;73:49–62. doi: 10.1086/376547. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sherrill JT, Kovacs M. Interview Schedule for Children and Adolescents (ISCA) J Am Acad Child Adolesc Psychiatry. 2000;39:67–75. doi: 10.1097/00004583-200001000-00018. [DOI] [PubMed] [Google Scholar]
- Shimizu E, Hashimoto K, Okamura N, Koike K, Komatsu N, Kumakiri C, Nakazato M, Watanabe H, Shinoda N, Okada S, Iyo M. Alterations of serum levels of brain-derived neurotrophic factor (BDNF) in depressed patients with or without antidepressants. Biol Psychiatry. 2003;54:70–5. doi: 10.1016/s0006-3223(03)00181-1. [DOI] [PubMed] [Google Scholar]
- Spellman I, Rujescu D, Musil R, Mayr A, Giegling I, Genius J, Zill P, et al. Homer-1 polymorphisms are associated with psychopathology and response to treatment in schizophrenic patients. J Psychiatr Res. 2011;45:234–41. doi: 10.1016/j.jpsychires.2010.06.004. [DOI] [PubMed] [Google Scholar]
- Strauss J, Barr CL, George CJ, King N, Shaikh S, Devlin B, Kovacs M, Kennedy JL. Association Study of Brain-Derived Neurotrophic Factor in Adults with a History of Childhood-Onset Mood Disorder. Am J Med Genet B Neuropsychiatr Genet. 2004;131:16–19. doi: 10.1002/ajmg.b.30041. [DOI] [PubMed] [Google Scholar]
- Strauss J, Barr CL, George CJ, Devlin B, Vetro A, Kiss E, Baji I, King N, Shaikh S, Lanktree M, Kovacs M, Kennedy JL. Brain-Derived Neurotrophic Factor Variants are Associated with Childhood-Onset Mood Disorder: Confirmation in a Hungarian Sample. Mol Psychiatry. 2005;10:861–867. doi: 10.1038/sj.mp.4001685. [DOI] [PubMed] [Google Scholar]
- Szumlinski KK, Lominac KD, Kleschen MJ, Oleson EB, Dehoff MH, Schwartz MK, Seeberg PH, Worley PF, Kalivas PW. Behavioral and Neurochemical Phenotyping of Homer1 Mutant Mice: Possible Relevance to Schizophrenia. Genes, Brain and Behavior. 2005;4:273–288. doi: 10.1111/j.1601-183X.2005.00120.x. [DOI] [PubMed] [Google Scholar]
- Tong L, Shen H, Perreau VM, Balazs R, Cotman CW. Effects of Exercise on Gene-Expression Profile in the Rat Hippocampus. Neurobiology of Disease. 2001;8:1046–1056. doi: 10.1006/nbdi.2001.0427. [DOI] [PubMed] [Google Scholar]
- Tsui CC, Copeland NG, Gilbert DJ, Jenkins NA, Barnes C, Worley PF. Narp, a Novel Member of the Pentraxin Family, Promotes Neurite Outgrowth and Is Dynamically Regulated by Neuronal Activity. J Neurosci. 1996;16:2463–2478. doi: 10.1523/JNEUROSCI.16-08-02463.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wibrand K, Messaoudi E, Håvik B, Steenslid V, Løvlie R, Steen VM, Bramham CR. Identification of Genes Co-Upregulated with Arc during BDNF-Induced Long-Term Potentiation in Adult Rat Dentate Gyrus in vivo. Eur J Neurosci. 2006;23:1501–1511. doi: 10.1111/j.1460-9568.2006.04687.x. [DOI] [PubMed] [Google Scholar]
- Wichers M, Kenis G, Jacobs N, Mengelers R, Derom C, Vlietinck R, van Os J. The BDNF Val(66)Met x 5-HTTLPR x child adversity interaction and depressive symptoms: An attempt at replication. Am J Med Genet B Neuropsychiatr Genet. 2008;147B:120–3. doi: 10.1002/ajmg.b.30576. [DOI] [PubMed] [Google Scholar]
- Xiao B, Tu JC, Petralia RS, Yuan JP, Doan A, Breder CD, Ruggiero A, Lanahan AA, Wenthold RJ, Worley PF. Homer Regulates the Association of Group 1 Metabotropic Glutamate Receptors with Multivalent Complexes of Homer-Related, Synaptic Proteins. Neuron. 1998;21:707–716. doi: 10.1016/s0896-6273(00)80588-7. [DOI] [PubMed] [Google Scholar]
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