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Article . 2025
License: CC BY
Data sources: Datacite
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Mendelian Randomization

Authors: Burgess, Stephen; de la Harpe, Roxane; Bassett, Emily;

Mendelian Randomization

Abstract

Causal claims from observational epidemiological studies are influenced by reverse causation and confounding. Mendelian randomization assesses whether genetic predictors of a risk factor (such as alcohol consumption) are associated with risk of a disease outcome (such as stroke). Due to Mendel's laws and the random nature of genetic inheritance, genetic variants are typically only associated with traits that they cause. This means genetic associations are less susceptible to confounding. Furthermore, as genetic variants are fixed from birth, the potential for reverse causation is diminished. Therefore, if the genetic variants affect the risk factor in a specific way (formally, if they satisfy the assumptions of an instrumental variable), then any genetic association with the outcome is indicative of a causal effect of the risk factor on the outcome. The approach has been used to strengthen (and refute) the causal nature of relationships for a wide range of risk factors and outcomes.

Country
United Kingdom
Related Organizations
Keywords

4905 Statistics, 2.5 Research design and methodologies (aetiology), FOS: Biological sciences, Prevention, Human Genome, 49 Mathematical Sciences, Genetics, 4202 Epidemiology, 42 Health Sciences, 2.1 Biological and endogenous factors, 3 Good Health and Well Being, Generic health relevance

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green