Dynamic neural network modulation associated with rumination in major depressive disorder: a prospective observational comparative analysis of cognitive behavioral therapy and pharmacotherapy.

Journal: Translational psychiatry
Published Date:

Abstract

Cognitive behavioral therapy (CBT) and pharmacotherapy are primary treatments for major depressive disorder (MDD). However, their differential effects on the neural networks associated with rumination, or repetitive negative thinking, remain poorly understood. This study included 135 participants, whose rumination severity was measured using the rumination response scale (RRS) and whose resting brain activity was measured using functional magnetic resonance imaging (fMRI) at baseline and after 16 weeks. MDD patients received either standard CBT based on Beck's manual (n = 28) or pharmacotherapy (n = 32). Using a hidden Markov model, we observed that MDD patients exhibited increased activity in the default mode network (DMN) and decreased occupancies in the sensorimotor and central executive networks (CEN). The DMN occurrence rate correlated positively with rumination severity. CBT, while not specifically designed to target rumination, reduced DMN occurrence rate and facilitated transitions toward a CEN-dominant brain state as part of broader therapeutic effects. Pharmacotherapy shifted DMN activity to the posterior region of the brain. These findings suggest that CBT and pharmacotherapy modulate brain network dynamics related to rumination through distinct therapeutic pathways.

Authors

  • Nariko Katayama
    Department of Neuropsychiatry Keio University School of Medicine, Tokyo, Japan. narikoktym@keio.jp.
  • Kazushi Shinagawa
    Department of Neuropsychiatry Keio University School of Medicine, Tokyo, Japan.
  • Jinichi Hirano
    Department of Neuropsychiatry, Keio University School of Medicine, Tokyo, Japan.
  • Yuki Kobayashi
    Department of Neuropsychiatry Keio University School of Medicine, Tokyo, Japan.
  • Atsuo Nakagawa
    Department of Neuropsychiatry, St. Marianna University School of Medicine, Kawasaki, Japan.
  • Satoshi Umeda
    Department of Psychology, Keio University Faculty of Letters, Tokyo, Japan.
  • Kei Kamiya
    Department of Neuropsychiatry Keio University School of Medicine, Tokyo, Japan.
  • Miyuki Tajima
    Department of Neuropsychiatry Keio University School of Medicine, Tokyo, Japan.
  • Mizuki Amano
    Department of Neuropsychiatry Keio University School of Medicine, Tokyo, Japan.
  • Waka Nogami
    Department of Neuropsychiatry, St. Marianna University School of Medicine, Kawasaki, Japan.
  • Sakae Ihara
    Department of Neuropsychiatry Keio University School of Medicine, Tokyo, Japan.
  • Sachiko Noda
    Department of Neuropsychiatry Keio University School of Medicine, Tokyo, Japan.
  • Yuri Terasawa
    Department of Psychology, Keio University Faculty of Letters, Tokyo, Japan.
  • Toshiaki Kikuchi
    Department of Neuropsychiatry Keio University School of Medicine, Tokyo, Japan.
  • Masaru Mimura
    Department of Neuropsychiatry, Keio University School of Medicine, Tokyo, Japan.
  • Hiroyuki Uchida
    Department of Neuropsychiatry, School of Medicine, Keio University, Tokyo, Japan.