Metabolomics Profile in Depression: A Pooled Analysis of 230 Metabolic Markers in 5283 Cases With Depression and 10,145 Controls: A Pooled Analysis of 230 Metabolic Markers in 5283 Cases With Depression and 10,145 Controls

CJH van der Kallen, AMJM van den Maagdenberg, DO Mook-Kanamori, MT Schram, M Beekman, HED Suchiman, J Deelen, N Amin, JW Beulens, JA van der Bom, N Bomer, A Demirkan, JA van Hilten, JMTA Meessen, R Pool, MH Moed, J Fu, F Rutters, C So-Osman, WM van der FlierAAWA van der Heijden, A van der Spek, FW Asselbergs, E Boersma, PM Elders, JM Geleijnse, MA Ikram, M Kloppenburg, I Meulenbelt, SP Mooijaart, RGHH Nelissen, MG Netea, BWJH Penninx, CDA Stehouwer, CE Teunissen, GM Terwindt, LM ’t Hart, AMJM van den Maagdenberg, P van der Harst, ICC van der Horst, MMJ van Greevenbroek, WE van Spil, C Wijmenga, AH Zwinderman, A Zhernikova, JW Jukema, N Sattar, BBMRI-NL Metabolomics Consortium

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118 Citations (Scopus)

Abstract

Background: Depression has been associated with metabolic alterations, which adversely impact cardiometabolic health. Here, a comprehensive set of metabolic markers, predominantly lipids, was compared between depressed and nondepressed persons. Methods: Nine Dutch cohorts were included, comprising 10,145 control subjects and 5283 persons with depression, established with diagnostic interviews or questionnaires. A proton nuclear magnetic resonance metabolomics platform provided 230 metabolite measures: 51 lipids, fatty acids, and low-molecular-weight metabolites; 98 lipid composition and particle concentration measures of lipoprotein subclasses; and 81 lipid and fatty acids ratios. For each metabolite measure, logistic regression analyses adjusted for gender, age, smoking, fasting status, and lipid-modifying medication were performed within cohort, followed by random-effects meta-analyses. Results: Of the 51 lipids, fatty acids, and low-molecular-weight metabolites, 21 were significantly related to depression (false discovery rate q <.05). Higher levels of apolipoprotein B, very-low-density lipoprotein cholesterol, triglycerides, diglycerides, total and monounsaturated fatty acids, fatty acid chain length, glycoprotein acetyls, tyrosine, and isoleucine and lower levels of high-density lipoprotein cholesterol, acetate, and apolipoprotein A1 were associated with increased odds of depression. Analyses of lipid composition indicators confirmed a shift toward less high-density lipoprotein and more very-low-density lipoprotein and triglyceride particles in depression. Associations appeared generally consistent across gender, age, and body mass index strata and across cohorts with depressive diagnoses versus symptoms. Conclusions: This large-scale meta-analysis indicates a clear distinctive profile of circulating lipid metabolites associated with depression, potentially opening new prevention or treatment avenues for depression and its associated cardiometabolic comorbidity.

Original languageUndefined/Unknown
Pages (from-to)409-418
Number of pages10
JournalBiological Psychiatry
Volume87
Issue number5
Early online date1 Jan 2019
DOIs
Publication statusPublished - 1 Mar 2020

Keywords

  • Biomarkers
  • Cardiovascular
  • Depression
  • Metabolites
  • Metabolomics
  • Pooled analysis

Cohort Studies

  • Netherlands Twin Register (NTR)

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