Evidence map›Paper›PMID 37015906›Full record

ArticleTranslational psychiatry2023

Investigating the potential anti-depressive mechanisms of statins: a transcriptomic and Mendelian randomization analysis.

Jiayue-Clara Jiang, Chenwen Hu, Andrew M McIntosh, Sonia Shah

Open access · goldAbstract read
In one paragraph

Article in Translational psychiatry, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
2.0field-weighted citation impact, top 14% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 13 citations in OpenAlex.

  1. Trial
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  3. Review
  4. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 2 institutions in 2 countries.

Jiayue-Clara JiangInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, Australia.ORCID 0000-0003-3434-9983
Chenwen HuThe University of Queensland, St Lucia, QLD, Australia.
Andrew M McIntoshDivision of Psychiatry, University of Edinburgh, Edinburgh, UK.ORCID 0000-0002-0198-4588
Sonia ShahInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, Australia. s.shah1@uq.edu.au.ORCID 0000-0001-5860-4526
The University of Queensland · AUUniversity of Edinburgh · GB

Funding

Medical Research Council MR/W014386/1Wellcome TrustWellcome Trust 216767/Z/19/ZWellcome Trust 220857/Z/20/ZWellcome Trust 223165/Z/21/Z
6 · The paper itself

Abstract

Observational studies and randomized controlled trials presented inconsistent findings on the effects of cholesterol-lowering statins on depression. It therefore remains unclear whether statins have any beneficial effects on depression, and if so, what the underlying molecular mechanisms are. Here, we aimed to use genomic approaches to investigate this further. Using Connectivity Map (CMap), we first investigated whether statins and antidepressants shared pharmacological effects by interrogating gene expression responses to drug exposure in human cell lines. Second, using Mendelian randomization analysis, we investigated both on-target (through HMGCR inhibition) and potential off-target (through ITGAL and HDAC2 inhibition) causal effects of statins on depression risk and depressive symptoms, and traits related to the shared biological pathways identified from CMap analysis. Compounds inducing highly similar gene expression responses to statins in HA1E cells (indicated by an average connectivity score with statins > 90) were found to be enriched for antidepressants (12 out of 38 antidepressants; p = 9E-08). Genes perturbed in the same direction by both statins and antidepressants were significantly enriched for diverse cellular and metabolic pathways, and various immune activation, development and response processes. MR analysis did not identify any significant associations between statin exposure and depression risk or symptoms after multiple testing correction. However, genetically proxied HMGCR inhibition was strongly associated with alterations in platelets (a prominent serotonin reservoir) and monocyte percentage, which have previously been implicated in depression. Genetically proxied ITGAL inhibition was strongly associated with basophil, monocyte and neutrophil counts. We identified biological pathways that are commonly perturbed by both statins and antidepressants, and haematological biomarkers genetically associated with statin targets. Our findings warrant pre-clinical investigation of the causal role of these shared pathways in depression and potential as therapeutic targets, and investigation of whether blood biomarkers may be important considerations in clinical trials investigating effects of statins on depression.

Indexed as

Hydroxymethylglutaryl-CoA Reductase InhibitorsGene Expression ProfilingHumansMendelian Randomization AnalysisTranscriptomeHydroxymethylglutaryl-CoA Reductase Inhibitors

Identifiers

PMID37015906
PMCPMC10073189
OpenAlexW4362553666

What Socratic holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.