Welcome to PsychiatryAI.com: [PubMed] - Psychiatry AI Latest

Mendelian randomization: causal inference leveraging genetic data

Evidence

Psychol Med. 2024 Apr 19:1-14. doi: 10.1017/S0033291724000321. Online ahead of print.

ABSTRACT

Mendelian randomization (MR) leverages genetic information to examine the causal relationship between phenotypes allowing for the presence of unmeasured confounders. MR has been widely applied to unresolved questions in epidemiology, making use of summary statistics from genome-wide association studies on an increasing number of human traits. However, an understanding of essential concepts is necessary for the appropriate application and interpretation of MR. This review aims to provide a non-technical overview of MR and demonstrate its relevance to psychiatric research. We begin with the origins of MR and the reasons for its recent expansion, followed by an overview of its statistical methodology. We then describe the limitations of MR, and how these are being addressed by recent methodological advances. We showcase the practical use of MR in psychiatry through three illustrative examples – the connection between cannabis use and psychosis, the link between intelligence and schizophrenia, and the search for modifiable risk factors for depression. The review concludes with a discussion of the prospects of MR, focusing on the integration of multi-omics data and its extension to delineating complex causal networks.

PMID:38639006 | DOI:10.1017/S0033291724000321

Document this CPD Copy URL Button

Google

Google Keep Add to Google Keep

LinkedIn Share Share on Linkedin Share on Linkedin

Estimated reading time: 4 minute(s)

Latest: Psychiatryai.com #RAISR4D

Real-Time Evidence Search [Psychiatry]

Mendelian randomization: causal inference leveraging genetic data

🌐 90 Days

Evidence Blueprint

Mendelian randomization: causal inference leveraging genetic data

QR Code

☊ AI-Driven Related Evidence Nodes

(recent articles with at least 5 words in title)

Save Evidence Blueprint

Save as PDF

Mendelian randomization: causal inference leveraging genetic data

🌐 365 Days

close chatgpt icon
ChatGPT

Enter your request.