کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
326413 542411 2016 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Predisposition to treatment response in major depressive episode: A peripheral blood gene coexpression network analysis
ترجمه فارسی عنوان
زمینه برای پاسخ درمانی در افسردگی: یک تجزیه و تحلیل شبکه بروز مشترک ژن خون محیطی
موضوعات مرتبط
علوم زیستی و بیوفناوری علم عصب شناسی روانپزشکی بیولوژیکی
چکیده انگلیسی


• Global gene coexpression network is not disrupted in Major Depression.
• 9 modules of the network are associated with antidepressant response.
• Modules pathways analysis suggest the involvement of inflammatory processes.
• Numerous microRNAs are predicted to regulate these modules.

Antidepressant efficacy is insufficient, unpredictable and poorly understood in major depressive episode (MDE). Gene expression studies allow for the identification of significantly dysregulated genes but can limit the exploration of biological pathways. In the present study, we proposed a gene coexpression analysis to investigate biological pathways associated with treatment response predisposition and their regulation by microRNAs (miRNAs) in peripheral blood samples of MDE and healthy control subjects. We used a discovery cohort that included 34 MDE patients that were given 12-week treatment with citalopram and 33 healthy controls. Two replication cohorts with similar design were also analyzed. Expression-based gene network was built to define clusters of highly correlated sets of genes, called modules. Association between each module’s first principal component of the expression data and clinical improvement was tested in the three cohorts. We conducted gene ontology analysis and miRNA prediction based on the module gene list. Nine of the 59 modules from the gene coexpression network were associated with clinical improvement. The association was partially replicated in other cohorts. Gene ontology analysis demonstrated that 4 modules were associated with cytokine production, acute inflammatory response or IL-8 functions. Finally, we found 414 miRNAs that may regulate one or several modules associated with clinical improvement. By contrast, only 12 miRNAs were predicted to specifically regulate modules unrelated to clinical improvement. Our gene coexpression analysis underlines the importance of inflammation-related pathways and the involvement of a large miRNA program as biological processes predisposing associated with antidepressant response.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Psychiatric Research - Volume 81, October 2016, Pages 119–126
نویسندگان
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