4.7 Article

Replicable and Coupled Changes in Innate and Adaptive Immune Gene Expression in Two Case-Control Studies of Blood Microarrays in Major Depressive Disorder

期刊

BIOLOGICAL PSYCHIATRY
卷 83, 期 1, 页码 70-80

出版社

ELSEVIER SCIENCE INC
DOI: 10.1016/j.biopsych.2017.01.021

关键词

Affymetrix; Bayesian; Biomarker; Inflammation; Systems; Transcriptome

资金

  1. Medical Research Council [MR/L014815/1, MR/K020706/1]
  2. GlaxoSmithKline
  3. Janssen
  4. National Institute for Health Research (NIHR) Mental Health Biomedical Research Centre at South London and Maudsley NHS Foundation Trust
  5. King's College London
  6. NIHR Cambridge Biomedical Research Centre
  7. Johnson Johnson
  8. Lundbeck
  9. Biotechnology and Biological Sciences Research Council [BB/JO1446X/1]
  10. BBSRC [BBS/E/D/20211554, BBS/E/D/20211551, BB/F003722/1, BBS/E/D/20211552, BB/I001107/1, BBS/E/D/20211553] Funding Source: UKRI
  11. MRC [G108/603, MC_UU_00002/10, MR/K020706/1, MR/L014815/1, MC_UP_0801/1, MR/N029488/1] Funding Source: UKRI
  12. Biotechnology and Biological Sciences Research Council [BB/F003722/1, BBS/E/D/20211553, BB/I001107/1, BBS/E/D/20211551, BBS/E/D/20211554, BBS/E/D/20211552] Funding Source: researchfish
  13. Medical Research Council [G108/603, MC_UU_00002/10, MC_UP_0801/1, MR/N029488/1] Funding Source: researchfish
  14. National Institute for Health Research [NF-SI-0616-10074] Funding Source: researchfish
  15. Alan Turing Institute [TU/B/000092] Funding Source: researchfish

向作者/读者索取更多资源

BACKGROUND: Peripheral inflammation is often associated with major depressive disorder (MDD), and immunological biomarkers of depression remain a focus of investigation. METHODS: We used microarray data on whole blood from two independent case-control studies of MDD: the GlaxoSmithKline-High-Throughput Disease-specific target Identification Program [GSK-HiTDiP] study (113 patients and 57 healthy control subjects) and the Janssen-Brain Resource Company study (94 patients and 100 control subjects). Genome-wide differential gene expression analysis (18,863 probes) resulted in a p value for each gene in each study. A Bayesian method identified the largest p-value threshold (q = .025) associated with twice the number of genes differentially expressed in both studies compared with the number of coincidental case-control differences expected by chance. RESULTS: A total of 165 genes were differentially expressed in both studies with concordant direction of fold change. The 90 genes overexpressed (or UP genes) in MDD were significantly enriched for immune response to infection, were concentrated in a module of the gene coexpression network associated with innate immunity, and included clusters of genes with correlated expression in monocytes, monocyte-derived dendritic cells, and neutrophils. In contrast, the 75 genes underexpressed (or DOWN genes) in MDD were associated with the adaptive immune response and included clusters of genes with correlated expression in T cells, natural killer cells, and erythroblasts. Consistently, the MDD patients with overexpression of UP genes also had underexpression of DOWN genes (correlation > .70 in both studies). CONCLUSIONS: MDD was replicably associated with proinflammatory activation of the peripheral innate immune system, coupled with relative inactivation of the adaptive immune system, indicating the potential of transcriptional biomarkers for immunological stratification of patients with depression.

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