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- Publisher Website: 10.1017/S0033291720000951
- Scopus: eid_2-s2.0-85083884143
- PMID: 32329708
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Article: Causal relationships between blood lipids and depression phenotypes: A Mendelian randomisation analysis
Title | Causal relationships between blood lipids and depression phenotypes: A Mendelian randomisation analysis |
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Authors | |
Keywords | Causal inference depression genome-wide association study lipids Mendelian randomisation |
Issue Date | 24-Apr-2020 |
Publisher | Cambridge University Press |
Citation | Psychological Medicine, 2020, v. 51, n. 14, p. 2357-2369 How to Cite? |
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 r2 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. |
Persistent Identifier | http://hdl.handle.net/10722/347812 |
ISSN | 2023 Impact Factor: 5.9 2023 SCImago Journal Rankings: 2.768 |
DC Field | Value | Language |
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dc.contributor.author | So, Hon Cheong | - |
dc.contributor.author | Chau, Carlos Kwan Long | - |
dc.contributor.author | Cheng, Yu Ying | - |
dc.contributor.author | Sham, Pak C | - |
dc.date.accessioned | 2024-10-01T00:30:27Z | - |
dc.date.available | 2024-10-01T00:30:27Z | - |
dc.date.issued | 2020-04-24 | - |
dc.identifier.citation | Psychological Medicine, 2020, v. 51, n. 14, p. 2357-2369 | - |
dc.identifier.issn | 0033-2917 | - |
dc.identifier.uri | http://hdl.handle.net/10722/347812 | - |
dc.description.abstract | <p>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 r2 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.</p> | - |
dc.language | eng | - |
dc.publisher | Cambridge University Press | - |
dc.relation.ispartof | Psychological Medicine | - |
dc.subject | Causal inference | - |
dc.subject | depression | - |
dc.subject | genome-wide association study | - |
dc.subject | lipids | - |
dc.subject | Mendelian randomisation | - |
dc.title | Causal relationships between blood lipids and depression phenotypes: A Mendelian randomisation analysis | - |
dc.type | Article | - |
dc.identifier.doi | 10.1017/S0033291720000951 | - |
dc.identifier.pmid | 32329708 | - |
dc.identifier.scopus | eid_2-s2.0-85083884143 | - |
dc.identifier.volume | 51 | - |
dc.identifier.issue | 14 | - |
dc.identifier.spage | 2357 | - |
dc.identifier.epage | 2369 | - |
dc.identifier.eissn | 1469-8978 | - |
dc.identifier.issnl | 0033-2917 | - |