1. A novel 4 immune-related genes as diagnostic markers and correlated with immune infiltrates in major depressive disorder
- Author
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Linna Ning, Zhou Yang, Jie Chen, Zhaopeng Hu, Wenrui Jiang, Lixia Guo, Yan Xu, Huiming Li, Fanghua Xu, and Dandong Deng
- Subjects
Major depressive disorder ,Immune-related genes ,Immune infiltrates ,CD3D ,Logistic regression ,Immunologic diseases. Allergy ,RC581-607 - Abstract
Abstract Background Immune response is prevalently related with major depressive disorder (MDD) pathophysiology. However, the study on the relationship between immune-related genes (IRGs) and immune infiltrates of MDD remains scarce. Methods We extracted expression data of 148 MDD patients from 2 cohorts, and systematically characterized differentially expressed IRGs by using limma package in R software. Then, the LASSO and multivariate logistic regression analysis was used to identify the most powerful IRGs. Next, we analyzed the relationship between IRGs and immune infiltrates of MDD. Finally, GSE76826 was used to to verificate of IRGs as a diagnostic markers in MDD. Results 203 different IRGs s in MDD has been identified (P more...
- Published
- 2022
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