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May 7, 2026NeuroImage Clinical0 citationsOpen Access

Functional gradient reorganization and transcriptomic signatures underlying 1 Hz rTMS treatment in first-episode schizophrenia following right orbitofrontal cortex stimulation

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WMWen MiaoXJXiong JiaoNZNingning Zeng

Key Points

  • This research aims to explore the impact of 1 Hz rTMS on negative symptoms in first-episode schizophrenia and its underlying mechanisms.
  • Conducted a randomized, double-blind, sham-controlled trial with 84 drug-naïve patients with first-episode schizophrenia.
  • Participants received 20 days of active 1-Hz rTMS over the right orbitofrontal cortex or sham.
  • Resting-state fMRI gradient mapping was integrated with transcriptomic analysis to examine neural changes.
  • Active rTMS significantly improved negative symptoms compared to the sham group.
  • Gradient analyses revealed reconfiguration of the macroscale functional hierarchy of the brain.
  • Imaging-transcriptomic coupling linked molecular signatures to synaptic plasticity and ion transport.

Abstract

• Low-frequency (1-Hz) rTMS over the right orbitofrontal cortex significantly alleviated negative symptoms in drug-naïve first-episode schizophrenia. • OFC-rTMS induced renormalization of the macroscale functional hierarchy of brain, reflected by altered principal gradient organization. • Gradient reconfiguration involved increased transmodal integration and decreased salience-related functional prominence. • Imaging–transcriptomic coupling revealed molecular signatures enriched for synaptic plasticity, ion transport, and excitation–inhibition regulation. • Baseline gradient topographies predicted individual symptom improvement, supporting functional gradients as biomarkers for precision neuromodulation. The orbitofrontal cortex (OFC) represents a promising yet underexplored neuromodulation target for negative symptoms in schizophrenia, and the macroscale and microscale mechanisms underlying its therapeutic effects remain unclear. In a randomized, double-blind, sham-controlled trial, 84 patients with drug-naïve first-episode schizophrenia received consecutive 20 days of active 1-Hz repetitive transcranial magnetic stimulation (rTMS) over the right OFC (n = 45) or sham (n = 39). Resting-state fMRI gradient mapping was integrated with imaging transcriptomics to characterize multiscale neural reorganization and predict treatment response. Active rTMS was associated with greater improvement in negative symptoms and general psychopathology compared with sham stimulation. Gradient analyses indicated a renormalization of macroscale functional hierarchy, with increased principal gradient scores in transmodal nodes (e.g., right middle occipital gyrus and angular gyri) and decreased scores in salience-related regions (e.g., anterior cingulate cortex). These spatial patterns were coupled to transcriptomic signatures enriched for synaptic plasticity and ion transport, with cell-type enrichment implicating cortical interneurons and oligodendrocytes. In addition, baseline gradient topographies in the right middle occipital gyrus and ventral attention network predicted improvements in negative and general symptoms, respectively. Low-frequency OFC-rTMS was associated with alleviation of negative symptoms in first-episode schizophrenia and with reconfiguration of cortical functional hierarchy., The observed gradient effects were spatially linked to molecular pathways related to synaptic plasticity and excitation–inhibition regulation, supporting functional gradients as biomarkers for precision neuromodulation in early-stage schizophrenia.

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Cite This Study

Miao et al. (2026) studied this question.

synapsesocial.com/papers/69fbef68164b5133a91a3549https://doi.org/10.1016/j.nicl.2026.104002
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