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.

Replicable and Coupled Changes in Innate and Adaptive Immune Gene Expression in Two Case-Control Studies of Blood Microarrays in Major Depressive Disorder / G.G.R. Leday, P.E. Vertes, S. Richardson, J.R. Greene, T. Regan, S. Khan, R. Henderson, T.C. Freeman, C.M. Pariante, N.A. Harrison, P. Vertes, R. Cardinal, S. Richardson, G. Leday, T. Freeman, T. Regan, D. Hume, Z. Wu, C. Pariante, A. Cattaneo, P. Zunszain, A. Borsini, R. Stewart, D. Chandran, L. Carvalho, J. Bell, L. Souza-Teodoro, H. Perry, N. Harrison, W. Drevets, G. Wittenberg, D. Jones, S. Khan, A. Stylianou, R. Henderson, V.H. Perry, W.C. Drevets, G.M. Wittenberg, E.T. Bullmore. - In: BIOLOGICAL PSYCHIATRY. - ISSN 0006-3223. - 83:1(2018 Jan), pp. 70-80.

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

A. Cattaneo;
2018

Abstract

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.
Affymetrix; Bayesian; Biomarker; Inflammation; Systems; Transcriptome; Biomarkers; Case-Control Studies; Depressive Disorder, Major; Gene Expression; Gene Expression Regulation; Humans; Microarray Analysis; Transcriptome; Wernicke Encephalopathy; Immunity, Innate
Settore BIO/14 - Farmacologia
gen-2018
Article (author)
File in questo prodotto:
File Dimensione Formato  
PIIS0006322317316177.pdf

accesso aperto

Tipologia: Publisher's version/PDF
Dimensione 1.29 MB
Formato Adobe PDF
1.29 MB Adobe PDF Visualizza/Apri
Pubblicazioni consigliate

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/732389
Citazioni
  • ???jsp.display-item.citation.pmc??? 66
  • Scopus 138
  • ???jsp.display-item.citation.isi??? 123
social impact