Frontiers in Psychiatry (Dec 2023)

Brooding and neuroticism are strongly interrelated manifestations of the phenome of depression

  • Asara Vasupanrajit,
  • Asara Vasupanrajit,
  • Michael Maes,
  • Michael Maes,
  • Michael Maes,
  • Michael Maes,
  • Michael Maes,
  • Michael Maes,
  • Michael Maes,
  • Michael Maes,
  • Michael Maes,
  • Ketsupar Jirakran,
  • Ketsupar Jirakran,
  • Ketsupar Jirakran,
  • Chavit Tunvirachaisakul,
  • Chavit Tunvirachaisakul,
  • Chavit Tunvirachaisakul

DOI
https://doi.org/10.3389/fpsyt.2023.1249839
Journal volume & issue
Vol. 14

Abstract

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IntroductionWe found that neuroticism may be identified as a subclinical manifestation of the phenome of depression, comprising depressive and anxiety symptoms, and suicidal behaviors. Rumination is positively associated with depression and neuroticism and may mediate the effects of neuroticism on depression. This study aimed to determine whether rumination or its components, including brooding or reflection, mediate the effects of neuroticism on depression or, alternatively, whether both neuroticism and rumination are manifestations of the phenome of depression.MethodsThis study recruited 74 depressed subjects and 44 healthy controls. The depression group was split into groups with high versus low brooding scores. We used partial least squares (PLS) to examine mediation effects.ResultsWe found that brooding and reflection scores are significantly higher in depressed patients than in controls. Patients with higher brooding scores have increased severity of depression, anxiety, insomnia, neuroticism, and current suicidal ideation as compared with patients with lower brooding scores and controls. There is a strong positive association between rumination, and neuroticism, depression, anxiety, and lifetime and current suicidal behaviors. PLS analysis shows that brooding does not mediate the effects of neuroticism on the depression phenome because no discriminant validity could be established between neuroticism and brooding, or between neuroticism and brooding and the depression phenome. We were able to extract one validated latent vector from brooding and neuroticism, insomnia, depression, anxiety, and current suicidal behaviors.ConclusionOverall, this study supports the theory that rumination and neuroticism are reflective manifestations of the phenome of depression.

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