Mendelian randomization
Mendelian randomization (MR) is a term that applies to the use of genetic variation to
address causal questions about how modifiable exposures influence different outcomes …
address causal questions about how modifiable exposures influence different outcomes …
Genomics of hypertension: the road to precision medicine
The known genetic architecture of blood pressure now comprises> 30 genes, with rare
variants resulting in monogenic forms of hypertension or hypotension and> 1,477 common …
variants resulting in monogenic forms of hypertension or hypotension and> 1,477 common …
Mendelian randomisation for mediation analysis: current methods and challenges for implementation
Mediation analysis seeks to explain the pathway (s) through which an exposure affects an
outcome. Traditional, non-instrumental variable methods for mediation analysis experience …
outcome. Traditional, non-instrumental variable methods for mediation analysis experience …
Causal inference with observational data: the need for triangulation of evidence
G Hammerton, MR Munafò - Psychological medicine, 2021 - cambridge.org
The goal of much observational research is to identify risk factors that have a causal effect
on health and social outcomes. However, observational data are subject to biases from …
on health and social outcomes. However, observational data are subject to biases from …
Variable prediction accuracy of polygenic scores within an ancestry group
Fields as diverse as human genetics and sociology are increasingly using polygenic scores
based on genome-wide association studies (GWAS) for phenotypic prediction. However …
based on genome-wide association studies (GWAS) for phenotypic prediction. However …
How much does education improve intelligence? A meta-analysis
Intelligence test scores and educational duration are positively correlated. This correlation
could be interpreted in two ways: Students with greater propensity for intelligence go on to …
could be interpreted in two ways: Students with greater propensity for intelligence go on to …
Explainable artificial intelligence for tabular data: A survey
Machine learning techniques are increasingly gaining attention due to their widespread use
in various disciplines across academia and industry. Despite their tremendous success …
in various disciplines across academia and industry. Despite their tremendous success …
Understanding the consequences of education inequality on cardiovascular disease: mendelian randomisation study
Objectives To investigate the role of body mass index (BMI), systolic blood pressure, and
smoking behaviour in explaining the effect of education on the risk of cardiovascular disease …
smoking behaviour in explaining the effect of education on the risk of cardiovascular disease …
Educational attainment, structural brain reserve and Alzheimer's disease: a Mendelian randomization analysis
Higher educational attainment is observationally associated with lower risk of Alzheimer's
disease. However, the biological mechanisms underpinning this association remain unclear …
disease. However, the biological mechanisms underpinning this association remain unclear …
Technological innovations and health performance: Effects and transmission channels
This article extends the existing literature on the health impacts of technological innovations
by investigating both the direct effects of technological innovations on health outcomes and …
by investigating both the direct effects of technological innovations on health outcomes and …