Transcriptomic profiles in major depressive disorder: the role of immunometabolic and cell-cycle-related pathways in depression with different levels of inflammation

Author:

Sforzini LucaORCID,Marizzoni Moira,Bottanelli ChiaraORCID,Kunšteková Veronika,Zonca Valentina,Saleri Samantha,Kose Melisa,Lombardo Giulia,Mariani NicoleORCID,Nettis Maria A.ORCID,Nikkheslat NaghmehORCID,Worrell CourtneyORCID,Zajkowska Zuzanna,Pointon Linda,Cowen Philip J.ORCID,Cavanagh JonathanORCID,Harrison Neil A.ORCID,Riva Marco A.ORCID,Mondelli ValeriaORCID,Bullmore Edward T., ,Cattaneo Annamaria,Pariante Carmine M.ORCID

Abstract

AbstractTranscriptomic profiles are important indicators for molecular mechanisms and pathways involved in major depressive disorder (MDD) and its different phenotypes, such as immunometabolic depression. We performed whole-transcriptome and pathway analyses on 139 individuals from the observational, case-control, BIOmarkers in DEPression (BIODEP) study, 105 with MDD and 34 controls. We divided MDD participants based on levels of inflammation, as measured by serum high-sensitivity C-reactive protein (CRP), in n = 39 ‘not inflamed’ (CRP < 1 mg/L), n = 31 with ‘elevated CRP’ (1–3 mg/L), and n = 35 with ‘low-grade inflammation’ (>3 mg/L). We performed whole-blood RNA sequencing using Illumina NextSeq 550 and statistical analyses with the Deseq2 package for R statistics (RUV-corrected) and subsequent pathway analyses with Ingenuity Pathway Analysis. Immunometabolic pathways were activated in individuals with CRP > 1 mg/L, although surprisingly the CRP 1–3 group showed stronger immune activation than the CRP > 3 group. The main pathways identified in the comparison between CRP < 1 group and controls were cell-cycle-related, which may be protective against immunometabolic abnormalities in this ‘non-inflamed’ depressed group. We further divided MDD participants based on exposure and response to antidepressants (n = 47 non-responders, n = 37 responders, and n = 22 unmedicated), and identified specific immunomodulatory and neuroprotective pathways in responders (especially vs. non-responders), which could be relevant to treatment response. In further subgroup analyses, we found that the specific transcriptional profile of responders is independent of CRP levels, and that the inhibition of cell-cycle-related pathways in MDD with CRP < 1 mg/L is present only in those who are currently depressed, and not in the responders. The present study demonstrates immunometabolic and cell-cycle-related transcriptomic pathways associated with MDD and different (CRP-based and treatment-based) MDD phenotypes, while shedding light on potential molecular mechanisms that could prevent or facilitate an individual’s trajectory toward immunometabolic depression and/or treatment-non-responsive depression. The recognition and integration of these mechanisms will facilitate a precision-medicine approach in MDD.

Funder

Wellcome Trust

Publisher

Springer Science and Business Media LLC

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