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1.
Mol Psychiatry ; 26(6): 2415-2428, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33230203

RESUMEN

Selective serotonin reuptake inhibitors (SSRIs) are standard of care for major depressive disorder (MDD) pharmacotherapy, but only approximately half of these patients remit on SSRI therapy. Our previous genome-wide association study identified a single-nucleotide polymorphism (SNP) signal across the glutamate-rich 3 (ERICH3) gene that was nearly genome-wide significantly associated with plasma serotonin (5-HT) concentrations, which were themselves associated with SSRI response for MDD patients enrolled in the Mayo Clinic PGRN-AMPS SSRI trial. In this study, we performed a meta-analysis which demonstrated that those SNPs were significantly associated with SSRI treatment outcomes in four independent MDD trials. However, the function of ERICH3 and molecular mechanism(s) by which it might be associated with plasma 5-HT concentrations and SSRI clinical response remained unclear. Therefore, we characterized the human ERICH3 gene functionally and identified ERICH3 mRNA transcripts and protein isoforms that are highly expressed in central nervous system cells. Coimmunoprecipitation identified a series of ERICH3 interacting proteins including clathrin heavy chain which are known to play a role in vesicular function. Immunofluorescence showed ERICH3 colocalization with 5-HT in vesicle-like structures, and ERICH3 knock-out dramatically decreased 5-HT staining in SK-N-SH cells as well as 5-HT concentrations in the culture media and cell lysates without changing the expression of 5-HT synthesizing or metabolizing enzymes. Finally, immunofluorescence also showed ERICH3 colocalization with dopamine in human iPSC-derived neurons. These results suggest that ERICH3 may play a significant role in vesicular function in serotonergic and other neuronal cell types, which might help explain its association with antidepressant treatment response.


Asunto(s)
Trastorno Depresivo Mayor , Antidepresivos/uso terapéutico , Trastorno Depresivo Mayor/tratamiento farmacológico , Trastorno Depresivo Mayor/genética , Estudio de Asociación del Genoma Completo , Humanos , Serotonina/uso terapéutico , Inhibidores Selectivos de la Recaptación de Serotonina/uso terapéutico
2.
Mol Psychiatry ; 26(8): 3884-3895, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-31811260

RESUMEN

DNA methylation, which is modulated by both genetic factors and environmental exposures, may offer a unique opportunity to discover novel biomarkers of disease-related brain phenotypes, even when measured in other tissues than brain, such as blood. A few studies of small sample sizes have revealed associations between blood DNA methylation and neuropsychopathology, however, large-scale epigenome-wide association studies (EWAS) are needed to investigate the utility of DNA methylation profiling as a peripheral marker for the brain. Here, in an analysis of eleven international cohorts, totalling 3337 individuals, we report epigenome-wide meta-analyses of blood DNA methylation with volumes of the hippocampus, thalamus and nucleus accumbens (NAcc)-three subcortical regions selected for their associations with disease and heritability and volumetric variability. Analyses of individual CpGs revealed genome-wide significant associations with hippocampal volume at two loci. No significant associations were found for analyses of thalamus and nucleus accumbens volumes. Cluster-based analyses revealed additional differentially methylated regions (DMRs) associated with hippocampal volume. DNA methylation at these loci affected expression of proximal genes involved in learning and memory, stem cell maintenance and differentiation, fatty acid metabolism and type-2 diabetes. These DNA methylation marks, their interaction with genetic variants and their impact on gene expression offer new insights into the relationship between epigenetic variation and brain structure and may provide the basis for biomarker discovery in neurodegeneration and neuropsychiatric conditions.


Asunto(s)
Metilación de ADN , Epigenoma , Islas de CpG , Metilación de ADN/genética , Epigénesis Genética/genética , Estudio de Asociación del Genoma Completo , Humanos
3.
Proc Natl Acad Sci U S A ; 116(23): 11370-11379, 2019 06 04.
Artículo en Inglés | MEDLINE | ID: mdl-31113877

RESUMEN

Aging and psychosocial stress are associated with increased inflammation and disease risk, but the underlying molecular mechanisms are unclear. Because both aging and stress are also associated with lasting epigenetic changes, a plausible hypothesis is that stress along the lifespan could confer disease risk through epigenetic effects on molecules involved in inflammatory processes. Here, by combining large-scale analyses in human cohorts with experiments in cells, we report that FKBP5, a protein implicated in stress physiology, contributes to these relations. Across independent human cohorts (total n > 3,000), aging synergized with stress-related phenotypes, measured with childhood trauma and major depression questionnaires, to epigenetically up-regulate FKBP5 expression. These age/stress-related epigenetic effects were recapitulated in a cellular model of replicative senescence, whereby we exposed replicating human fibroblasts to stress (glucocorticoid) hormones. Unbiased genome-wide analyses in human blood linked higher FKBP5 mRNA with a proinflammatory profile and altered NF-κB-related gene networks. Accordingly, experiments in immune cells showed that higher FKBP5 promotes inflammation by strengthening the interactions of NF-κB regulatory kinases, whereas opposing FKBP5 either by genetic deletion (CRISPR/Cas9-mediated) or selective pharmacological inhibition prevented the effects on NF-κB. Further, the age/stress-related epigenetic signature enhanced FKBP5 response to NF-κB through a positive feedback loop and was present in individuals with a history of acute myocardial infarction, a disease state linked to peripheral inflammation. These findings suggest that aging/stress-driven FKBP5-NF-κB signaling mediates inflammation, potentially contributing to cardiovascular risk, and may thus point to novel biomarker and treatment possibilities.


Asunto(s)
Envejecimiento/genética , Enfermedades Cardiovasculares/genética , Epigénesis Genética/genética , Inflamación/genética , FN-kappa B/genética , Estrés Psicológico/genética , Proteínas de Unión a Tacrolimus/genética , Regulación hacia Arriba/genética , Senescencia Celular/genética , Preescolar , Trastorno Depresivo Mayor/genética , Femenino , Estudio de Asociación del Genoma Completo/métodos , Humanos , Masculino , Factores de Riesgo , Transducción de Señal/genética
4.
Mol Psychiatry ; 25(6): 1312-1322, 2020 06.
Artículo en Inglés | MEDLINE | ID: mdl-30874608

RESUMEN

Predicting antidepressant response has been a clinical challenge for mood disorder. Although several genome-wide association studies have suggested a number of genetic variants to be associated with antidepressant response, the sample sizes are small and the results are difficult to replicate. Previous animal studies have shown that knockout of the serotonin receptor 7 gene (HTR7) resulted in an antidepressant-like phenotype, suggesting it was important to antidepressant action. In this report, in the first stage, we used a cost-effective pooled-sequencing strategy to sequence the entire HTR7 gene and its regulatory regions to investigate the association of common variants in HTR7 and clinical response to four selective serotonin reuptake inhibitors (SSRIs: citalopram, paroxetine, fluoxetine and sertraline) in a retrospective cohort mainly consisting of subjects with bipolar disorder (n = 359). We found 80 single-nucleotide polymorphisms (SNPs) with false discovery rate < 0.05 associated with response to paroxetine. Among the significant SNPs, rs7905446 (T/G), which is located at the promoter region, also showed nominal significance (P < 0.05) in fluoxetine group. GG/TG genotypes for rs7905446 and female gender were associated with better response to two SSRIs (paroxetine and fluoxetine). In the second stage, we replicated this association in two independent prospective samples of SSRI-treated patients with major depressive disorder: the MARS (n = 253, P = 0.0169) and GENDEP studies (n = 432, P = 0.008). The GG/TG genotypes were consistently associated with response in all three samples. Functional study of rs7905446 showed greater activity of the G allele in regulating expression of HTR7. The G allele displayed higher luciferase activity in two neuronal-related cell lines, and estrogen treatment decreased the activity of only the G allele. Electrophoretic mobility shift assay suggested that the G allele interacted with CCAAT/enhancer-binding protein beta transcription factor (TF), while the T allele did not show any interaction with any TFs. Our results provided novel pharmacogenomic evidence to support the role of HTR7 in association with antidepressant response.


Asunto(s)
Trastorno Depresivo Mayor/tratamiento farmacológico , Trastorno Depresivo Mayor/genética , Receptores de Serotonina/genética , Inhibidores Selectivos de la Recaptación de Serotonina/uso terapéutico , Adulto , Anciano , Anciano de 80 o más Años , Animales , Citalopram/uso terapéutico , Femenino , Fluoxetina/uso terapéutico , Humanos , Masculino , Persona de Mediana Edad , Paroxetina/uso terapéutico , Estudios Retrospectivos , Inhibidores Selectivos de la Recaptación de Serotonina/farmacología , Sertralina/uso terapéutico , Adulto Joven
5.
PLoS Biol ; 15(12): e2002690, 2017 12.
Artículo en Inglés | MEDLINE | ID: mdl-29283992

RESUMEN

Response to antidepressant treatment in major depressive disorder (MDD) cannot be predicted currently, leading to uncertainty in medication selection, increasing costs, and prolonged suffering for many patients. Despite tremendous efforts in identifying response-associated genes in large genome-wide association studies, the results have been fairly modest, underlining the need to establish conceptually novel strategies. For the identification of transcriptome signatures that can distinguish between treatment responders and nonresponders, we herein submit a novel animal experimental approach focusing on extreme phenotypes. We utilized the large variance in response to antidepressant treatment occurring in DBA/2J mice, enabling sample stratification into subpopulations of good and poor treatment responders to delineate response-associated signature transcript profiles in peripheral blood samples. As a proof of concept, we translated our murine data to the transcriptome data of a clinically relevant human cohort. A cluster of 259 differentially regulated genes was identified when peripheral transcriptome profiles of good and poor treatment responders were compared in the murine model. Differences in expression profiles from baseline to week 12 of the human orthologues selected on the basis of the murine transcript signature allowed prediction of response status with an accuracy of 76% in the patient population. Finally, we show that glucocorticoid receptor (GR)-regulated genes are significantly enriched in this cluster of antidepressant-response genes. Our findings point to the involvement of GR sensitivity as a potential key mechanism shaping response to antidepressant treatment and support the hypothesis that antidepressants could stimulate resilience-promoting molecular mechanisms. Our data highlight the suitability of an appropriate animal experimental approach for the discovery of treatment response-associated pathways across species.


Asunto(s)
Antidepresivos/farmacología , Trastorno Depresivo Mayor/tratamiento farmacológico , Paroxetina/farmacología , Receptores de Glucocorticoides/fisiología , Animales , Antidepresivos/uso terapéutico , Biomarcadores Farmacológicos , Encéfalo/metabolismo , Corticosterona/sangre , Perfilación de la Expresión Génica , Regulación de la Expresión Génica , Humanos , Ratones , Ratones Endogámicos DBA , Familia de Multigenes , Paroxetina/metabolismo , Paroxetina/uso terapéutico , Receptores de Glucocorticoides/genética , Receptores de Glucocorticoides/metabolismo
6.
Depress Anxiety ; 35(10): 992-1000, 2018 10.
Artículo en Inglés | MEDLINE | ID: mdl-30260539

RESUMEN

BACKGROUND: Definition of response is critical when seeking to establish valid predictors of treatment success. However, response at the end of study or endpoint only provides one view of the overall clinical picture that is relevant in testing for predictors. The current study employed a classification technique designed to group subjects based on their rate of change over time, while simultaneously addressing the issue of controlling for baseline severity. METHODS: A set of latent class trajectory analyses, incorporating baseline level of symptoms, were performed on a sample of 344 depressed patients from a clinical trial evaluating the efficacy of cognitive behavior therapy and two antidepressant medications (escitalopram and duloxetine) in patients with major depressive disorder. RESULTS: Although very few demographic and illness-related features were associated with response rate profiles, the aggregated effect of candidate genetic variants previously identified in large pharmacogenetic studies and meta-analyses showed a significant association with early remission as well as nonresponse. These same genetic scores showed a less compelling relationship with endpoint response categories. In addition, consistent nonresponse throughout the study treatment period was shown to occur in different subjects than endpoint nonresponse, which was verified by follow-up augmentation treatment outcomes. CONCLUSIONS: When defining groups based on the rate of change, controlling for baseline depression severity may help to identify the clinically relevant distinctions of early response on one end and consistent nonresponse on the other.


Asunto(s)
Antidepresivos/uso terapéutico , Citalopram/uso terapéutico , Terapia Cognitivo-Conductual , Trastorno Depresivo Mayor/terapia , Clorhidrato de Duloxetina/uso terapéutico , Adulto , Anciano , Factor Neurotrófico Derivado del Encéfalo/genética , Trastorno Depresivo Mayor/psicología , Progresión de la Enfermedad , Femenino , Humanos , Análisis de Clases Latentes , Masculino , Persona de Mediana Edad , Receptor de Serotonina 5-HT2A/genética , Receptores de Ácido Kaínico/genética , Proteínas de Transporte de Serotonina en la Membrana Plasmática/genética , Proteínas de Unión a Tacrolimus/genética , Resultado del Tratamiento , Adulto Joven
7.
Neuroimage ; 128: 125-137, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-26747746

RESUMEN

The human hippocampal formation can be divided into a set of cytoarchitecturally and functionally distinct subregions, involved in different aspects of memory formation. Neuroanatomical disruptions within these subregions are associated with several debilitating brain disorders including Alzheimer's disease, major depression, schizophrenia, and bipolar disorder. Multi-center brain imaging consortia, such as the Enhancing Neuro Imaging Genetics through Meta-Analysis (ENIGMA) consortium, are interested in studying disease effects on these subregions, and in the genetic factors that affect them. For large-scale studies, automated extraction and subsequent genomic association studies of these hippocampal subregion measures may provide additional insight. Here, we evaluated the test-retest reliability and transplatform reliability (1.5T versus 3T) of the subregion segmentation module in the FreeSurfer software package using three independent cohorts of healthy adults, one young (Queensland Twins Imaging Study, N=39), another elderly (Alzheimer's Disease Neuroimaging Initiative, ADNI-2, N=163) and another mixed cohort of healthy and depressed participants (Max Planck Institute, MPIP, N=598). We also investigated agreement between the most recent version of this algorithm (v6.0) and an older version (v5.3), again using the ADNI-2 and MPIP cohorts in addition to a sample from the Netherlands Study for Depression and Anxiety (NESDA) (N=221). Finally, we estimated the heritability (h(2)) of the segmented subregion volumes using the full sample of young, healthy QTIM twins (N=728). Test-retest reliability was high for all twelve subregions in the 3T ADNI-2 sample (intraclass correlation coefficient (ICC)=0.70-0.97) and moderate-to-high in the 4T QTIM sample (ICC=0.5-0.89). Transplatform reliability was strong for eleven of the twelve subregions (ICC=0.66-0.96); however, the hippocampal fissure was not consistently reconstructed across 1.5T and 3T field strengths (ICC=0.47-0.57). Between-version agreement was moderate for the hippocampal tail, subiculum and presubiculum (ICC=0.78-0.84; Dice Similarity Coefficient (DSC)=0.55-0.70), and poor for all other subregions (ICC=0.34-0.81; DSC=0.28-0.51). All hippocampal subregion volumes were highly heritable (h(2)=0.67-0.91). Our findings indicate that eleven of the twelve human hippocampal subregions segmented using FreeSurfer version 6.0 may serve as reliable and informative quantitative phenotypes for future multi-site imaging genetics initiatives such as those of the ENIGMA consortium.


Asunto(s)
Hipocampo/anatomía & histología , Procesamiento de Imagen Asistido por Computador/métodos , Neuroimagen/métodos , Adulto , Anciano , Anciano de 80 o más Años , Algoritmos , Enfermedad de Alzheimer/genética , Enfermedad de Alzheimer/patología , Trastornos de Ansiedad/genética , Trastornos de Ansiedad/patología , Trastorno Depresivo/genética , Trastorno Depresivo/patología , Femenino , Humanos , Imagen por Resonancia Magnética , Masculino , Persona de Mediana Edad , Fenotipo , Programas Informáticos
8.
Arch Womens Ment Health ; 17(6): 519-28, 2014 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-25037970

RESUMEN

The etiology of major depressive disorder (MDD) is likely to be heterogeneous, but postpartum depression (PPD) is hypothesized to represent a more homogenous subset of MDD. We use genome-wide SNP data to explore this hypothesis. We assembled a total cohort of 1,420 self-report cases of PPD and 9,473 controls with genome-wide genotypes from Australia, The Netherlands, Sweden and the UK. We estimated the total variance attributable to genotyped variants. We used association results from the Psychiatric Genomics Consortia (PGC) of bipolar disorder (BPD) and MDD to create polygenic scores in PPD and related MDD data sets to estimate the genetic overlap between the disorders. We estimated that the percentage of variance on the liability scale explained by common genetic variants to be 0.22 with a standard error of 0.12, p = 0.02. The proportion of variance (R (2)) from a logistic regression of PPD case/control status in all four cohorts on a SNP profile score weighted by PGC-BPD association results was small (0.1 %) but significant (p = 0.004) indicating a genetic overlap between BPD and PPD. The results were highly significant in the Australian and Dutch cohorts (R (2) > 1.1 %, p < 0.008), where the majority of cases met criteria for MDD. The genetic overlap between BPD and MDD was not significant in larger Australian and Dutch MDD case/control cohorts after excluding PPD cases (R (2) = 0.06 %, p = 0.08), despite the larger MDD group affording more power. Our results suggest an empirical genetic evidence for a more important shared genetic etiology between BPD and PPD than between BPD and MDD.


Asunto(s)
Depresión Posparto/genética , Trastorno Depresivo Mayor/genética , Predisposición Genética a la Enfermedad , Herencia Multifactorial , Adulto , Trastorno Bipolar/genética , Femenino , Variación Genética , Genotipo , Humanos , Modelos Logísticos , Masculino , Polimorfismo de Nucleótido Simple , Estudios Retrospectivos , Factores de Riesgo , Encuestas y Cuestionarios , Adulto Joven
9.
Biol Psychiatry Glob Open Sci ; 2(2): 115-126, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-35712048

RESUMEN

Background: Antidepressants are a first-line treatment for depression. However, only a third of individuals experience remission after the first treatment. Common genetic variation, in part, likely regulates antidepressant response, yet the success of previous genome-wide association studies has been limited by sample size. This study performs the largest genetic analysis of prospectively assessed antidepressant response in major depressive disorder to gain insight into the underlying biology and enable out-of-sample prediction. Methods: Genome-wide analysis of remission (n remit = 1852, n nonremit = 3299) and percentage improvement (n = 5218) was performed. Single nucleotide polymorphism-based heritability was estimated using genome-wide complex trait analysis. Genetic covariance with eight mental health phenotypes was estimated using polygenic scores/AVENGEME. Out-of-sample prediction of antidepressant response polygenic scores was assessed. Gene-level association analysis was performed using MAGMA and transcriptome-wide association study. Tissue, pathway, and drug binding enrichment were estimated using MAGMA. Results: Neither genome-wide association study identified genome-wide significant associations. Single nucleotide polymorphism-based heritability was significantly different from zero for remission (h 2 = 0.132, SE = 0.056) but not for percentage improvement (h 2 = -0.018, SE = 0.032). Better antidepressant response was negatively associated with genetic risk for schizophrenia and positively associated with genetic propensity for educational attainment. Leave-one-out validation of antidepressant response polygenic scores demonstrated significant evidence of out-of-sample prediction, though results varied in external cohorts. Gene-based analyses identified ETV4 and DHX8 as significantly associated with antidepressant response. Conclusions: This study demonstrates that antidepressant response is influenced by common genetic variation, has a genetic overlap schizophrenia and educational attainment, and provides a useful resource for future research. Larger sample sizes are required to attain the potential of genetics for understanding and predicting antidepressant response.

10.
Clin Pharmacol Ther ; 106(4): 855-865, 2019 10.
Artículo en Inglés | MEDLINE | ID: mdl-31012492

RESUMEN

We set out to determine whether machine learning-based algorithms that included functionally validated pharmacogenomic biomarkers joined with clinical measures could predict selective serotonin reuptake inhibitor (SSRI) remission/response in patients with major depressive disorder (MDD). We studied 1,030 white outpatients with MDD treated with citalopram/escitalopram in the Mayo Clinic Pharmacogenomics Research Network Antidepressant Medication Pharmacogenomic Study (PGRN-AMPS; n = 398), Sequenced Treatment Alternatives to Relieve Depression (STAR*D; n = 467), and International SSRI Pharmacogenomics Consortium (ISPC; n = 165) trials. A genomewide association study for PGRN-AMPS plasma metabolites associated with SSRI response (serotonin) and baseline MDD severity (kynurenine) identified single nucleotide polymorphisms (SNPs) in DEFB1, ERICH3, AHR, and TSPAN5 that we tested as predictors. Supervised machine-learning methods trained using SNPs and total baseline depression scores predicted remission and response at 8 weeks with area under the receiver operating curve (AUC) > 0.7 (P < 0.04) in PGRN-AMPS patients, with comparable prediction accuracies > 69% (P ≤ 0.07) in STAR*D and ISPC. These results demonstrate that machine learning can achieve accurate and, importantly, replicable prediction of SSRI therapy response using total baseline depression severity combined with pharmacogenomic biomarkers.


Asunto(s)
Citalopram/farmacocinética , Trastorno Depresivo Mayor , Adulto , Algoritmos , Biomarcadores Farmacológicos/sangre , Reglas de Decisión Clínica , Trastorno Depresivo Mayor/sangre , Trastorno Depresivo Mayor/tratamiento farmacológico , Trastorno Depresivo Mayor/genética , Femenino , Marcadores Genéticos , Estudio de Asociación del Genoma Completo , Humanos , Aprendizaje Automático , Masculino , Pruebas de Farmacogenómica/métodos , Variantes Farmacogenómicas , Polimorfismo de Nucleótido Simple , Inducción de Remisión , Inhibidores Selectivos de la Recaptación de Serotonina/farmacocinética
11.
Neurobiol Stress ; 8: 112-119, 2018 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-29888306

RESUMEN

Accelerated epigenetic aging, the difference between the DNA methylation-predicted age (DNAm age) and the chronological age, is associated with a myriad of diseases. This study investigates the relationship between epigenetic aging and risk and protective factors of PTSD. Genome-wide DNA methylation analysis was performed in 211 individuals including combat-exposed Australian veterans (discovery cohort, n = 96 males) and trauma-exposed civilian males from the Grady Trauma Project (replication cohort, n = 115 males). Primary measures included the Clinician Administered PTSD Scale for DSM-5 and the Connor-Davidson Resilience Scale (CD-RISC). DNAm age prediction was performed using the validated epigenetic clock calculator. Veterans with PTSD had increased PTSD symptom severity (P-value = 3.75 × 10-34) and lower CD-RISC scores (P-value = 7.5 × 10-8) than veterans without PTSD. DNAm age was significantly correlated with the chronological age (P-value = 3.3 × 10-6), but DNAm age acceleration was not different between the PTSD and non-PTSD groups (P-value = 0.24). Evaluating potential protective factors, we found that DNAm age acceleration was significantly associated with CD-RISC resilience scores in veterans with PTSD, these results remained significant after multiple testing correction (P-value = 0.023; r = 0.32). This finding was also replicated in an independent trauma-exposed civilian cohort (P-value = 0.02; r = 0.23). Post-hoc factor analyses revealed that this association was likely driven by "self-efficacy" items within the CD-RISC (P-value = 0.015; r = 0.35). These results suggest that among individuals already suffering from PTSD, some aspects of increased resilience might come at a biological cost.

12.
Clin Epigenetics ; 10(1): 136, 2018 11 03.
Artículo en Inglés | MEDLINE | ID: mdl-30390684

RESUMEN

BACKGROUND: We have previously evaluated the efficacy of the CRF1 receptor antagonist GSK561679 in female PTSD patients. While GSK561679 was not superior to placebo overall, it was associated with a significantly stronger symptom reduction in a subset of patients with probable CRF system hyperactivity, i.e., patients with child abuse and CRHR1 SNP rs110402 GG carriers. Here, we test whether blood-based DNA methylation levels within CRHR1 and other PTSD-relevant genes would be associated with treatment outcome, either overall or in the high CRF activity subgroup. RESULTS: Therefore, we measured CRHR1 genotypes as well as baseline and post-treatment DNA methylation from the peripheral blood in the same cohort of PTSD-diagnosed women treated with GSK561679 (N = 43) or placebo (N = 45). In the same patients, we assessed DNA methylation at the PTSD-relevant genes NR3C1 and FKBP5, shown to predict or associate with PTSD treatment outcome after psychotherapy. We observed significant differences in CRHR1 methylation after GSK561679 treatment in the subgroup of patients with high CRF activity. Furthermore, NR3C1 baseline methylation significantly interacted with child abuse to predict PTSD symptom change following GSK561679 treatment. CONCLUSIONS: Our results support a possible role of CRHR1 methylation levels as an epigenetic marker to track response to CRF1 antagonist treatment in biologically relevant subgroups. Moreover, pre-treatment NR3C1 methylation levels may serve as a potential marker to predict PTSD treatment outcome, independent of the type of therapy. However, to establish clinical relevance of these markers, our findings require replication and validation in larger studies. TRIAL REGISTRATION: NCT01018992 . Registered 6 November 2009.


Asunto(s)
Compuestos de Azabiciclo/administración & dosificación , Metilación de ADN , Oxadiazoles/administración & dosificación , Receptores de Hormona Liberadora de Corticotropina/genética , Trastornos por Estrés Postraumático/tratamiento farmacológico , Adulto , Compuestos de Azabiciclo/uso terapéutico , Epigénesis Genética , Femenino , Humanos , Persona de Mediana Edad , Oxadiazoles/uso terapéutico , Polimorfismo de Nucleótido Simple , Receptores de Glucocorticoides/genética , Trastornos por Estrés Postraumático/genética , Proteínas de Unión a Tacrolimus/genética , Resultado del Tratamiento , Adulto Joven
13.
Am J Psychiatry ; 175(3): 251-261, 2018 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-29241359

RESUMEN

OBJECTIVE: Genetic variation within the hypothalamic-pituitary-adrenal (HPA) axis has been linked to risk for depression and antidepressant response. However, these associations have yet to produce clinical gains that inform treatment decisions. The authors investigated whether variation within HPA axis genes predicts antidepressant outcomes within two large clinical trials. METHOD: The test sample comprised 636 patients from the International Study to Predict Optimized Treatment in Depression (iSPOT-D) who completed baseline and 8-week follow-up visits and for whom complete genotyping data were available. The authors tested the relationship between genotype at 16 candidate HPA axis single-nucleotide polymorphisms (SNPs) and treatment outcomes for three commonly used antidepressants (escitalopram, sertraline, and extended-release venlafaxine), using multivariable linear and logistic regression with Bonferroni correction. Response and remission were defined using the Hamilton Depression Rating Scale. Findings were then validated using the Predictors of Remission in Depression to Individual and Combined Treatments (PReDICT) study of outcome predictors in treatment-naive patients with major depression. RESULTS: The authors found that the rs28365143 variant within the corticotropin-releasing hormone binding protein (CRHBP) gene predicted antidepressant outcomes for remission, response, and symptom change. Patients homozygous for the G allele of rs28365143 had greater remission rates, response rates, and symptom reductions. These effects were specific to drug class. Patients homozygous for the G allele responded significantly better to the selective serotonin reuptake inhibitors escitalopram and sertraline than did A allele carriers. In contrast, rs28365143 genotype was not associated with treatment outcomes for the serotonin norepinephrine reuptake inhibitor venlafaxine. When patients were stratified by race, the overall effect of genotype on treatment response remained. In the validation sample, the GG genotype was again associated with favorable antidepressant outcomes, with comparable effect sizes. CONCLUSIONS: These findings suggest that a specific CRHBP SNP, rs28365143, may have a role in predicting which patients will improve with antidepressants and which type of antidepressant may be most effective. The results add to the foundational knowledge needed to advance a precision approach to personalized antidepressant choices.


Asunto(s)
Antidepresivos/uso terapéutico , Proteínas Portadoras/genética , Depresión/tratamiento farmacológico , Adolescente , Adulto , Anciano , Citalopram/uso terapéutico , Depresión/genética , Femenino , Genotipo , Homocigoto , Humanos , Masculino , Persona de Mediana Edad , Polimorfismo de Nucleótido Simple/genética , Sertralina/uso terapéutico , Resultado del Tratamiento , Clorhidrato de Venlafaxina/uso terapéutico , Adulto Joven
14.
Genome Biol ; 19(1): 61, 2018 05 23.
Artículo en Inglés | MEDLINE | ID: mdl-29792225

RESUMEN

Upon publication of the original article [1] it was highlighted by the authors that a transposition error affected Additional file 1, causing the misplacement of several columns and rendering the table difficult to read. This transposition does not influence any of the results nor analyses presented in the paper and has since been formally noted in this correction article; the corrected file is available here as an Additional File. The publisher apologizes for this error.

15.
Transl Psychiatry ; 7(12): 1287, 2017 12 18.
Artículo en Inglés | MEDLINE | ID: mdl-29249830

RESUMEN

Panic disorder (PD) affects about four million Europeans, with women affected twice as likely as men, causing substantial suffering and high economic costs. The etiopathogenesis of PD remains largely unknown, but both genetic and environmental factors contribute to risk. An epigenome-wide association study (EWAS) was conducted to compare medication-free PD patients (n = 89) with healthy controls (n = 76) stratified by gender. Replication was sought in an independent sample (131 cases, 169 controls) and functional analyses were conducted in a third sample (N = 71). DNA methylation was assessed in whole blood using the Infinium HumanMethylation450 BeadChip. One genome-wide association surviving FDR of 5% (cg07308824, P = 1.094 × 10-7, P-adj = 0.046) was identified in female PD patients (N = 49) compared to controls (N = 48). The same locus, located in an enhancer region of the HECA gene, was also hypermethylated in female PD patients in the replication sample (P = 0.035) and the significance of the association improved in the meta-analysis (P-adj = 0.004). Methylation at this CpG site was associated with HECA mRNA expression in another independent female sample (N = 71) both at baseline (P = 0.046) and after induction by dexamethasone (P = 0.029). Of 15 candidates, 5 previously reported as associated with PD or anxiety traits also showed differences in DNA methylation after gene-wise correction and included SGK1, FHIT, ADCYAP1, HTR1A, HTR2A. Our study examines epigenome-wide differences in peripheral blood for PD patients. Our results point to possible sex-specific methylation changes in the HECA gene for PD but overall highlight that this disorder is not associated with extensive changes in DNA methylation in peripheral blood.


Asunto(s)
Metilación de ADN , Trastorno de Pánico/genética , Adulto , Ansiolíticos/uso terapéutico , Epigenómica , Femenino , Perfilación de la Expresión Génica , Sitios Genéticos , Estudio de Asociación del Genoma Completo , Humanos , Masculino , Persona de Mediana Edad , Trastorno de Pánico/tratamiento farmacológico , Trastorno de Pánico/metabolismo
16.
Biol Psychiatry ; 82(12): 866-874, 2017 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-28793974

RESUMEN

BACKGROUND: Medication and psychotherapy treatments for posttraumatic stress disorder (PTSD) provide insufficient benefit for many patients. Substantial preclinical and clinical data indicate abnormalities in the hypothalamic-pituitary-adrenal axis, including signaling by corticotropin-releasing factor, in the pathophysiology of PTSD. METHODS: We conducted a double-blind, placebo-controlled, randomized, fixed-dose clinical trial evaluating the efficacy of GSK561679, a corticotropin-releasing factor receptor 1 (CRF1 receptor) antagonist in adult women with PTSD. The trial randomized 128 participants, of whom 96 completed the 6-week treatment period. RESULTS: In both the intent-to-treat and completer samples, GSK561679 failed to show superiority over placebo on the primary outcome of change in Clinician-Administered PTSD Scale total score. Adverse event frequencies did not significantly differ between GSK561679- and placebo-treated subjects. Exploration of the CRF1 receptor single nucleotide polymorphism rs110402 found that response to GSK561679 and placebo did not significantly differ by genotype alone. However, subjects who had experienced a moderate or severe history of childhood abuse and who were also GG homozygotes for rs110402 showed significant improvement after treatment with GSK561679 (n = 6) but not with placebo (n = 7) on the PTSD Symptom Scale-Self-Report. CONCLUSIONS: The results of this trial, the first evaluating a CRF1 receptor antagonist for the treatment of PTSD, combined with other negative trials of CRF1 receptor antagonists for major depressive disorder, generalized anxiety disorder, and social anxiety disorder, suggest that CRF1 receptor antagonists lack efficacy as monotherapy agents for these conditions.


Asunto(s)
Compuestos de Azabiciclo/uso terapéutico , Oxadiazoles/uso terapéutico , Psicotrópicos/uso terapéutico , Receptores de Hormona Liberadora de Corticotropina/antagonistas & inhibidores , Trastornos por Estrés Postraumático/tratamiento farmacológico , Adulto , Adultos Sobrevivientes del Maltrato a los Niños , Compuestos de Azabiciclo/efectos adversos , Método Doble Ciego , Femenino , Predisposición Genética a la Enfermedad , Humanos , Estimación de Kaplan-Meier , Oxadiazoles/efectos adversos , Polimorfismo de Nucleótido Simple , Psicotrópicos/efectos adversos , Receptores de Hormona Liberadora de Corticotropina/genética , Receptores de Hormona Liberadora de Corticotropina/metabolismo , Trastornos por Estrés Postraumático/genética , Trastornos por Estrés Postraumático/metabolismo , Insuficiencia del Tratamiento
17.
Nat Commun ; 8: 15193, 2017 04 26.
Artículo en Inglés | MEDLINE | ID: mdl-28443631

RESUMEN

Increasing age is tightly linked to decreased thickness of the human neocortex. The biological mechanisms that mediate this effect are hitherto unknown. The DNA methylome, as part of the epigenome, contributes significantly to age-related phenotypic changes. Here, we identify an epigenetic signature that is associated with cortical thickness (P=3.86 × 10-8) and memory performance in 533 healthy young adults. The epigenetic effect on cortical thickness was replicated in a sample comprising 596 participants with major depressive disorder and healthy controls. The epigenetic signature mediates partially the effect of age on cortical thickness (P<0.001). A multilocus genetic score reflecting genetic variability of this signature is associated with memory performance (P=0.0003) in 3,346 young and elderly healthy adults. The genomic location of the contributing methylation sites points to the involvement of specific immune system genes. The decomposition of blood methylome-wide patterns bears considerable potential for the study of brain-related traits.


Asunto(s)
Envejecimiento/genética , Metilación de ADN/genética , Epigénesis Genética/genética , Sistema Inmunológico/inmunología , Memoria/fisiología , Neocórtex/fisiología , Adulto , Anciano , Anciano de 80 o más Años , Islas de CpG/genética , Trastorno Depresivo Mayor/genética , Femenino , Variación Genética/genética , Humanos , Sistema Inmunológico/citología , Masculino , Persona de Mediana Edad , Suiza , Adulto Joven
18.
Nat Commun ; 7: 10967, 2016 Mar 21.
Artículo en Inglés | MEDLINE | ID: mdl-26997371

RESUMEN

DNA methylation likely plays a role in the regulation of human stress reactivity. Here we show that in a genome-wide analysis of blood DNA methylation in 85 healthy individuals, a locus in the Kit ligand gene (KITLG; cg27512205) showed the strongest association with cortisol stress reactivity (P=5.8 × 10(-6)). Replication was obtained in two independent samples using either blood (N=45, P=0.001) or buccal cells (N=255, P=0.004). KITLG methylation strongly mediates the relationship between childhood trauma and cortisol stress reactivity in the discovery sample (32% mediation). Its genomic location, a CpG island shore within an H3K27ac enhancer mark, and the correlation between methylation in the blood and prefrontal cortex provide further evidence that KITLG methylation is functionally relevant for the programming of stress reactivity in the human brain. Our results extend preclinical evidence for epigenetic regulation of stress reactivity to humans and provide leads to enhance our understanding of the neurobiological pathways underlying stress vulnerability.


Asunto(s)
Metilación de ADN/genética , Genoma Humano , Hidrocortisona/metabolismo , Estrés Psicológico/genética , Heridas y Lesiones/genética , Adolescente , Adulto , Factores de Edad , Anciano , Niño , Epigénesis Genética , Etnicidad/genética , Femenino , Redes Reguladoras de Genes , Sitios Genéticos , Estudio de Asociación del Genoma Completo , Histonas/metabolismo , Humanos , Masculino , Persona de Mediana Edad , Modelos Genéticos , Factor de Células Madre/genética , Estrés Psicológico/sangre , Heridas y Lesiones/sangre , Adulto Joven
19.
Sci Adv ; 2(6): e1501678, 2016 06.
Artículo en Inglés | MEDLINE | ID: mdl-27386562

RESUMEN

We conducted a genome-wide association study (GWAS) on multiple sclerosis (MS) susceptibility in German cohorts with 4888 cases and 10,395 controls. In addition to associations within the major histocompatibility complex (MHC) region, 15 non-MHC loci reached genome-wide significance. Four of these loci are novel MS susceptibility loci. They map to the genes L3MBTL3, MAZ, ERG, and SHMT1. The lead variant at SHMT1 was replicated in an independent Sardinian cohort. Products of the genes L3MBTL3, MAZ, and ERG play important roles in immune cell regulation. SHMT1 encodes a serine hydroxymethyltransferase catalyzing the transfer of a carbon unit to the folate cycle. This reaction is required for regulation of methylation homeostasis, which is important for establishment and maintenance of epigenetic signatures. Our GWAS approach in a defined population with limited genetic substructure detected associations not found in larger, more heterogeneous cohorts, thus providing new clues regarding MS pathogenesis.


Asunto(s)
Epigénesis Genética , Predisposición Genética a la Enfermedad , Esclerosis Múltiple/genética , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Alelos , Estudios de Casos y Controles , Estudios de Cohortes , Proteínas de Unión al ADN/genética , Femenino , Sitios Genéticos , Estudio de Asociación del Genoma Completo , Glicina Hidroximetiltransferasa/genética , Humanos , Masculino , Persona de Mediana Edad , Esclerosis Múltiple/patología , Sitios de Carácter Cuantitativo , Factores de Transcripción/genética , Regulador Transcripcional ERG/genética , Adulto Joven
20.
Neuropsychopharmacology ; 40(4): 839-48, 2015 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-25241801

RESUMEN

Subtle mood fluctuations are normal emotional experiences, whereas drastic mood swings can be a manifestation of bipolar disorder (BPD). Despite their importance for normal and pathological behavior, the mechanisms underlying endogenous mood instability are largely unknown. During embryogenesis, the transcription factor Otx2 orchestrates the genetic networks directing the specification of dopaminergic (DA) and serotonergic (5-HT) neurons. Here we behaviorally phenotyped mouse mutants overexpressing Otx2 in the hindbrain, resulting in an increased number of DA neurons and a decreased number of 5-HT neurons in both developing and mature animals. Over the course of 1 month, control animals exhibited stable locomotor activity in their home cages, whereas mutants showed extended periods of elevated or decreased activity relative to their individual average. Additional behavioral paradigms, testing for manic- and depressive-like behavior, demonstrated that mutants showed an increase in intra-individual fluctuations in locomotor activity, habituation, risk-taking behavioral parameters, social interaction, and hedonic-like behavior. Olanzapine, lithium, and carbamazepine ameliorated the behavioral alterations of the mutants, as did the mixed serotonin receptor agonist quipazine and the specific 5-HT2C receptor agonist CP-809101. Testing the relevance of the genetic networks specifying monoaminergic neurons for BPD in humans, we applied an interval-based enrichment analysis tool for genome-wide association studies. We observed that the genes specifying DA and 5-HT neurons exhibit a significant level of aggregated association with BPD but not with schizophrenia or major depressive disorder. The results of our translational study suggest that aberrant development of monoaminergic neurons leads to mood fluctuations and may be associated with BPD.


Asunto(s)
Monoaminas Biogénicas/metabolismo , Trastorno Bipolar/etiología , Trastorno Bipolar/patología , Discapacidades del Desarrollo/complicaciones , Trastornos del Humor/etiología , Neuronas/patología , Animales , Antidepresivos/uso terapéutico , Trastorno Bipolar/tratamiento farmacológico , Adaptación a la Oscuridad/efectos de los fármacos , Adaptación a la Oscuridad/genética , Discapacidades del Desarrollo/genética , Discapacidades del Desarrollo/patología , Modelos Animales de Enfermedad , Conducta Exploratoria/efectos de los fármacos , Proteínas de Homeodominio/genética , Masculino , Aprendizaje por Laberinto/efectos de los fármacos , Ratones , Ratones Transgénicos , Trastornos del Humor/tratamiento farmacológico , Actividad Motora/efectos de los fármacos , Mutación/genética , Neuronas/metabolismo , Factores de Transcripción Otx/metabolismo , Serotoninérgicos/uso terapéutico
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