Causal relationships between blood lipids and depression phenotypes: a Mendelian randomisation analysis. Issue 14 (24th October 2021)
- Record Type:
- Journal Article
- Title:
- Causal relationships between blood lipids and depression phenotypes: a Mendelian randomisation analysis. Issue 14 (24th October 2021)
- Main Title:
- Causal relationships between blood lipids and depression phenotypes: a Mendelian randomisation analysis
- Authors:
- So, Hon-Cheong
Chau, Carlos Kwan-long
Cheng, Yu-ying
Sham, Pak C. - Abstract:
- Abstract: Background: The etiology of depression remains poorly understood. Changes in blood lipid levels were reported to be associated with depression and suicide, however study findings were mixed. Methods: We performed a two-sample Mendelian randomisation (MR) analysis to investigate the causal relationship between blood lipids and depression phenotypes, based on large-scale GWAS summary statistics ( N = 188 577/480 359 for lipid/depression traits respectively). Five depression-related phenotypes were included, namely major depression (MD; from PGC), depressive symptoms (DS; from SSGAC), longest duration and number of episodes of low mood, and history of deliberate self-harm (DSH)/suicide (from UK Biobank). MR was conducted with inverse-variance weighted (MR-IVW), Egger and Generalised Summary-data-based MR (GSMR) methods. Results: There was consistent evidence that triglyceride (TG) is causally associated with DS (MR-IVW β for one-s.d. increase in TG = 0.0346, 95% CI 0.0114–0.0578), supported by MR-IVW and GSMR and multiple r 2 clumping thresholds. We also observed relatively consistent associations of TG with DSH/suicide (MR-Egger OR = 2.514, CI 1.579–4.003). There was moderate evidence for positive associations of TG with MD and the number of episodes of low mood. For HDL-c, we observed moderate evidence for causal associations with DS and MD. LDL-c and TC did not show robust causal relationships with depression phenotypes, except for weak evidence that LDL-c isAbstract: Background: The etiology of depression remains poorly understood. Changes in blood lipid levels were reported to be associated with depression and suicide, however study findings were mixed. Methods: We performed a two-sample Mendelian randomisation (MR) analysis to investigate the causal relationship between blood lipids and depression phenotypes, based on large-scale GWAS summary statistics ( N = 188 577/480 359 for lipid/depression traits respectively). Five depression-related phenotypes were included, namely major depression (MD; from PGC), depressive symptoms (DS; from SSGAC), longest duration and number of episodes of low mood, and history of deliberate self-harm (DSH)/suicide (from UK Biobank). MR was conducted with inverse-variance weighted (MR-IVW), Egger and Generalised Summary-data-based MR (GSMR) methods. Results: There was consistent evidence that triglyceride (TG) is causally associated with DS (MR-IVW β for one-s.d. increase in TG = 0.0346, 95% CI 0.0114–0.0578), supported by MR-IVW and GSMR and multiple r 2 clumping thresholds. We also observed relatively consistent associations of TG with DSH/suicide (MR-Egger OR = 2.514, CI 1.579–4.003). There was moderate evidence for positive associations of TG with MD and the number of episodes of low mood. For HDL-c, we observed moderate evidence for causal associations with DS and MD. LDL-c and TC did not show robust causal relationships with depression phenotypes, except for weak evidence that LDL-c is inversely related to DSH/suicide. We did not detect significant associations when depression phenotypes were treated as exposures. Conclusions: This study provides evidence to a causal relationship between TG, and to a lesser extent, altered cholesterol levels with depression phenotypes. Further studies on its mechanistic basis and the effects of lipid-lowering therapies are warranted. … (more)
- Is Part Of:
- Psychological medicine. Volume 51:Issue 14(2021)
- Journal:
- Psychological medicine
- Issue:
- Volume 51:Issue 14(2021)
- Issue Display:
- Volume 51, Issue 14 (2021)
- Year:
- 2021
- Volume:
- 51
- Issue:
- 14
- Issue Sort Value:
- 2021-0051-0014-0000
- Page Start:
- 2357
- Page End:
- 2369
- Publication Date:
- 2021-10-24
- Subjects:
- Causal inference -- depression -- genome-wide association study -- lipids -- Mendelian randomisation
Psychiatry -- Periodicals
Medicine and psychology -- Periodicals
Clinical psychology -- Periodicals
616.89 - Journal URLs:
- http://journals.cambridge.org/action/displayJournal?jid=PSM ↗
- DOI:
- 10.1017/S0033291720000951 ↗
- Languages:
- English
- ISSNs:
- 0033-2917
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD Digital store
- Ingest File:
- 20292.xml