Rxivist logo

Metabolomics dissection of depression heterogeneity and related cardiometabolic risk

By Tahani Alshehri, Dennis O Mook- Kanamori, Ko Willems van Dijk, Richard Dinga, Brenda WJH Penninx, Frits R Rosendaal, Saskia le Cessie, Yuri Milaneschi

Posted 11 Aug 2020
medRxiv DOI: 10.1101/2020.08.11.20172569

Abstract Background: A recent hypothesis postulates the existence of an "immune-metabolic depression" (IMD) dimension characterized by metabolic dysregulations. Combining data on metabolomics and depressive symptoms, we aimed to identify depressions associated with an increased risk of adverse metabolic alterations. Method: Clustering data were from 1094 individuals with current major depressive disorder and measures of 149 metabolites from a 1H-NMR platform and 30 depressive symptoms (IDS-SR30). Canonical correlation analyses (CCA) were used to identify main independent metabolite-symptom axes of variance. Then, for the replication, we examined the association of the identified dimensions with metabolites from the same platform and cardiometabolic endpoints in an independent population-based cohort (n=6572). Results: CCA identified an overall depression dimension and a dimension resembling IMD, in which symptoms such as sleeping too much, increased appetite, and low energy level had higher relative loading. In the independent sample, the overall depression dimension was associated with lower levels of metabolites linked to cardiometabolic risk, such as HOMA-1B -0.09 (95% CI:-0.13--0.06), and visceral adipose tissue -0.15 cm2 (95% CI:-0.20--0.10). In contrast, the IMD dimension was associated with well-known adverse cardiometabolic metabolites such as higher visceral adipose tissue 0.11 cm2 (95% CI:0.06-0.16), HOMA-1B 0.08 (95% CI: 0.05-0.12), and lower HDL levels -0.04 mmol/L (95% CI:-0.07--0.01). Conclusions: Combining metabolomics and clinical symptoms we identified a replicable depression dimension associated with adverse metabolic alterations, in line with the IMD hypothesis. Patients with IMD may be at higher cardiometabolic risk and may benefit from specific treatment targeting underlying metabolic dysregulations.

Download data

  • Downloaded 182 times
  • Download rankings, all-time:
    • Site-wide: 104,873
    • In epidemiology: 4,284
  • Year to date:
    • Site-wide: 68,835
  • Since beginning of last month:
    • Site-wide: 68,835

Altmetric data

Downloads over time

Distribution of downloads per paper, site-wide


Sign up for the Rxivist weekly newsletter! (Click here for more details.)