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Abstract
Observational evidence has implicated vitamin D levels as a risk factor in major depressive disorder (MDD). Confounding or reverse causation may be driving these observed associations, with studies using genetics indicating little evidence of an effect. However, genetic studies have relied on broad definitions of depression. The genetic architecture of different depression subtypes may vary since MDD is a highly heterogenous condition, implying potentially diverging requirements in therapeutic approaches. We explored the associations between vitamin D and two subtypes of MDD, for which evidence of a causal link could have the greatest clinical benefits: treatment-resistant depression (TRD) and atypical depression (AD). We used a dual approach, combining observational data with genetic evidence from polygenic risk scores (PRS) and two-sample Mendelian randomization (MR), in the UK Biobank. There was some evidence of a weak association between vitamin D and both incident TRD (Ncases = 830) and AD (Ncases = 2366) in observational analyses, which largely attenuated when adjusting for confounders. Genetic evidence from PRS and two-sample MR, did not support a causal link between vitamin D and either TRD (Ncases = 1891, OR = 1.01 [95%CI 0.78, 1.31]) or AD (Ncases = 2101, OR = 1.04 [95%CI 0.80, 1.36]). Our comprehensive investigations indicated some evidence of an association between vitamin D and TRD/AD observationally, but little evidence of association when using PRS and MR, mirroring findings of genetic studies of vitamin D on broad depression phenotypes. Results do not support further clinical trials of vitamin D in these MDD subtypes but do not rule out that small effects may exist that require larger samples to detect.
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1 Psychology and Neuroscience, King’s College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764); South London and Maudsley NHS Trust, NIHR Maudsley Biomedical Research Centre, London, UK (GRID:grid.37640.36) (ISNI:0000 0000 9439 0839)
2 Psychology and Neuroscience, King’s College London, Department of Psychological Medicine, Institute of Psychiatry, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764)
3 University of Bristol, MRC Integrative Epidemiology Unit, Bristol Medical School, Bristol, UK (GRID:grid.5337.2) (ISNI:0000 0004 1936 7603)
4 Psychology and Neuroscience, King’s College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764); University of Bologna, Department of Biomedical and Neuromotor Sciences, Bologna, Italy (GRID:grid.6292.f) (ISNI:0000 0004 1757 1758)
5 Psychology and Neuroscience, King’s College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764)
6 South London and Maudsley NHS Trust, NIHR Maudsley Biomedical Research Centre, London, UK (GRID:grid.37640.36) (ISNI:0000 0000 9439 0839); Psychology and Neuroscience, King’s College London, Department of Psychological Medicine, Institute of Psychiatry, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764); South London and Maudsley NHS Foundation Trust, London, UK (GRID:grid.37640.36) (ISNI:0000 0000 9439 0839)
7 South London and Maudsley NHS Trust, NIHR Maudsley Biomedical Research Centre, London, UK (GRID:grid.37640.36) (ISNI:0000 0000 9439 0839); South London and Maudsley NHS Foundation Trust, London, UK (GRID:grid.37640.36) (ISNI:0000 0000 9439 0839); Psychology and Neuroscience, King’s College London, Psychosis Studies Department, Institute of Psychiatry, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764)
8 Psychology and Neuroscience, King’s College London, Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764); South London and Maudsley NHS Trust, NIHR Maudsley Biomedical Research Centre, London, UK (GRID:grid.37640.36) (ISNI:0000 0000 9439 0839); King’s College London, Department of Medical and Molecular Genetics, Faculty of Life Sciences and Medicine, London, UK (GRID:grid.13097.3c) (ISNI:0000 0001 2322 6764)