Related Experiment Video
Updated: Jun 29, 2026

Robotically Delivered fMRI-Guided Personalized Transcranial Magnetic Stimulation Therapy for Treatment-Resistant Depression
Published on: April 10, 2026
Baseline inflammatory profiles in moderate-to-severe depression and differential response to intermittent theta-burst
Bruno Pedraz-Petrozzi1, Jonas Wilkening2, Nicole Ziegler3
1Department of Psychiatry and Psychotherapy, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Mannheim, Germany.; German Center for Mental Health (DZPG), partner site Mannheim, Germany.; INSERM U955, Institut Henri Mondor de Recherche Biomédicale (IMRB), Laboratoire Neuro-Psychiatrie Translationnelle, Créteil, France; Fondation FondaMental, Créteil, France; French Program on Precision Psychiatry (PEPR PROPSY, 2030), France.
Abstract:
Major depressive disorder (MDD) is a biologically heterogeneous condition, with a subset of patients exhibiting elevated inflammatory markers associated with greater symptom burden and lower responsiveness to antidepressants. Treatment outcomes with repetitive transcranial magnetic stimulation (rTMS) are also highly variable, and inflammation may impair neuroplasticity, thereby modulating treatment efficacy. This exploratory study investigated whether baseline inflammatory protein signatures could influence the response to intermittent theta burst stimulation (iTBS). Using the Olink® Target 96 Inflammation panel, baseline inflammatory protein levels were analyzed in 54 patients with moderate-to-severe depression (baseline MADRS ≥20) undergoing iTBS treatment. K-means clustering identified two subgroups: Cluster 1 (n = 28) and Cluster 2 (n = 26). Cluster 2 showed the highest proportion of responders, whereas Cluster 1 showed the lowest. The clusters did not differ significantly in age, sex, medication status, randomization arm, or body mass index. Differential protein expression was assessed using volcano plots with false discovery rate (FDR) correction. Pathway enrichment analyses using Kyoto Encyclopedia of Genes and Genomes (KEGG) and Reactome databases identified biological processes associated with the clustering solution. Volcano analysis identified 10 differentially expressed proteins between clusters (FDR < 0.05 and |ΔNPX| ≥ 1). Enrichment analyses implicated cytokine-cytokine receptor interaction, chemokine signaling, and interleukin signaling pathways as characteristic of the lower-response subgroup. These findings indicate that baseline inflammatory signatures may help differentiate responsiveness to iTBS in moderate-to-severe depression, supporting future pathway investigations as a potential strategy for personalized psychiatry.
Insights
Inflammation may impact treatment for major depressive disorder (MDD). This study found distinct inflammatory protein profiles in patients undergoing intermittent theta burst stimulation (iTBS), differentiating responders from non-responders.
Area of Science:
- Neuroscience
- Psychiatry
- Immunology
Background:
- Major depressive disorder (MDD) is biologically diverse, with inflammation linked to poorer treatment outcomes.
- Repetitive transcranial magnetic stimulation (rTMS) efficacy varies, potentially influenced by inflammation's effect on neuroplasticity.
Purpose of the Study:
- To explore if baseline inflammatory protein signatures predict response to intermittent theta burst stimulation (iTBS) in patients with moderate-to-severe MDD.
Main Methods:
- Analyzed baseline inflammatory proteins in 54 MDD patients using the Olink® Target 96 Inflammation panel.
- Utilized K-means clustering to identify patient subgroups and differential protein expression analysis (volcano plots, FDR correction).
- Performed pathway enrichment analysis (KEGG, Reactome) to identify biological processes.
Main Results:
- Two subgroups were identified; Cluster 2 had a higher response rate to iTBS than Cluster 1.
- Ten differentially expressed proteins were found between clusters (FDR < 0.05).
- Enrichment analysis highlighted cytokine-cytokine receptor interaction, chemokine signaling, and interleukin signaling in the lower-response subgroup.
Conclusions:
- Baseline inflammatory signatures may differentiate iTBS treatment response in MDD.
- Further research into inflammatory pathways could personalize psychiatric treatments.

