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2.
Mol Psychiatry ; 21(12): 1717-1725, 2016 12.
Article in English | MEDLINE | ID: mdl-26903268

ABSTRACT

Millions of patients suffer from major depressive disorder (MDD), but many do not respond to selective serotonin reuptake inhibitor (SSRI) therapy. We used a pharmacometabolomics-informed pharmacogenomics research strategy to identify genes associated with metabolites that were related to SSRI response. Specifically, 306 MDD patients were treated with citalopram or escitalopram and blood was drawn at baseline, 4 and 8 weeks for blood drug levels, genome-wide single nucleotide polymorphism (SNP) genotyping and metabolomic analyses. SSRI treatment decreased plasma serotonin concentrations (P<0.0001). Baseline and plasma serotonin concentration changes were associated with clinical outcomes (P<0.05). Therefore, baseline and serotonin concentration changes were used as phenotypes for genome-wide association studies (GWAS). GWAS for baseline plasma serotonin concentrations revealed a genome-wide significant (P=7.84E-09) SNP cluster on chromosome four 5' of TSPAN5 and a cluster across ERICH3 on chromosome one (P=9.28E-08) that were also observed during GWAS for change in serotonin at 4 (P=5.6E-08 and P=7.54E-07, respectively) and 8 weeks (P=1.25E-06 and P=3.99E-07, respectively). The SNPs on chromosome four were expression quantitative trait loci for TSPAN5. Knockdown (KD) and overexpression (OE) of TSPAN5 in a neuroblastoma cell line significantly altered the expression of serotonin pathway genes (TPH1, TPH2, DDC and MAOA). Chromosome one SNPs included two ERICH3 nonsynonymous SNPs that resulted in accelerated proteasome-mediated degradation. In addition, ERICH3 and TSPAN5 KD and OE altered media serotonin concentrations. Application of a pharmacometabolomics-informed pharmacogenomic research strategy, followed by functional validation, indicated that TSPAN5 and ERICH3 are associated with plasma serotonin concentrations and may have a role in SSRI treatment outcomes.


Subject(s)
Depressive Disorder, Major/genetics , Metabolomics/methods , Pharmacogenetics/methods , Adult , Cell Line , Citalopram/therapeutic use , Depressive Disorder, Major/drug therapy , Depressive Disorder, Major/metabolism , Female , Genome-Wide Association Study/methods , Genotype , Humans , Male , Polymorphism, Single Nucleotide/genetics , Serotonin/blood , Selective Serotonin Reuptake Inhibitors/metabolism , Selective Serotonin Reuptake Inhibitors/pharmacology , Tetraspanins/genetics , Tetraspanins/metabolism , Treatment Outcome
3.
Transl Psychiatry ; 5: e553, 2015 04 21.
Article in English | MEDLINE | ID: mdl-25897834

ABSTRACT

Response to treatment with selective serotonin reuptake inhibitors (SSRIs) varies considerably between patients. The International SSRI Pharmacogenomics Consortium (ISPC) was formed with the primary goal of identifying genetic variation that may contribute to response to SSRI treatment of major depressive disorder. A genome-wide association study of 4-week treatment outcomes, measured using the 17-item Hamilton Rating Scale for Depression (HRSD-17), was performed using data from 865 subjects from seven sites. The primary outcomes were percent change in HRSD-17 score and response, defined as at least 50% reduction in HRSD-17. Data from two prior studies, the Pharmacogenomics Research Network Antidepressant Medication Pharmacogenomics Study (PGRN-AMPS) and the Sequenced Treatment Alternatives to Relieve Depression (STAR*D) study, were used for replication, and a meta-analysis of the three studies was performed (N=2394). Although many top association signals in the ISPC analysis map to interesting candidate genes, none were significant at the genome-wide level and the associations were not replicated using PGRN-AMPS and STAR*D data. The top association result in the meta-analysis of response represents SNPs 5' upstream of the neuregulin-1 gene, NRG1 (P = 1.20E - 06). NRG1 is involved in many aspects of brain development, including neuronal maturation and variations in this gene have been shown to be associated with increased risk for mental disorders, particularly schizophrenia. Replication and functional studies of these findings are warranted.


Subject(s)
Antidepressive Agents/therapeutic use , Depressive Disorder, Major/drug therapy , Selective Serotonin Reuptake Inhibitors/therapeutic use , Adult , Cell Cycle Proteins , Cytoskeletal Proteins , Depressive Disorder, Major/genetics , Female , Genome-Wide Association Study , Humans , Male , Middle Aged , Nerve Tissue Proteins/genetics , Neuregulin-1/genetics , Pharmacogenetics , Polymorphism, Single Nucleotide , Protein Serine-Threonine Kinases/genetics , Remission Induction , Transcription Factors , Treatment Outcome , Voltage-Gated Sodium Channels/genetics
4.
Transl Psychiatry ; 4: e462, 2014 Oct 07.
Article in English | MEDLINE | ID: mdl-25290263

ABSTRACT

Acamprosate supports abstinence in some alcohol-dependent subjects, yet predictors of response are unknown. To identify response biomarkers, we investigated associations of abstinence length with polymorphisms in candidate genes in glycine and glutamate neurotransmission pathways and genes previously implicated in acamprosate response. Association analyses were conducted in the discovery sample of 225 alcohol-dependent subjects treated with acamprosate for 3 months in community-based treatment programs in the United States. Data from 110 alcohol-dependent males treated with acamprosate in the study PREDICT were used for replication of the top association findings. Statistical models were adjusted for relevant covariates, including recruitment site and baseline clinical variables associated with response. In the discovery sample, shorter abstinence was associated with increased intensity of alcohol craving and lower number of days between the last drink and initiation of acamprosate treatment. After adjustment for covariates, length of abstinence was associated with the GRIN2B rs2058878 (P=4.6 × 10(-5)). In the replication sample, shorter abstinence was associated with increased craving, increased depressive mood score and higher alcohol consumption. Association of abstinence length with GRIN2B rs2058878 was marginally significant (P=0.0675); as in the discovery sample, the minor A allele was associated with longer abstinence. Furthermore, rs2300272, which is in strong linkage disequilibrium with rs2058878, was also associated with abstinence length (P=0.049). This is the first report of a replicated association of genetic markers with the length of abstinence in acamprosate-treated alcoholics. Investigation of the underlying mechanisms of this association and its usefulness for individualized treatment selection should follow.


Subject(s)
Alcohol Deterrents/therapeutic use , Alcoholism/drug therapy , Alcoholism/genetics , Genetic Markers/genetics , Taurine/analogs & derivatives , Acamprosate , Adolescent , Adult , Aged , Aged, 80 and over , Female , Genetic Predisposition to Disease/genetics , Humans , Male , Middle Aged , Remission Induction , Taurine/therapeutic use , Time Factors , Treatment Outcome , Young Adult
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