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Horizontal pleiotropy occurs when the variant has an effect on disease outside of its effect on the exposure in Mendelian randomization (MR). Violation of the ‘no horizontal pleiotropy’ assumption can cause severe bias in MR.
M. Verbanck +3 more
semanticscholar +1 more source
Methodological Challenges in Mendelian Randomization [PDF]
We give critical attention to the assumptions underlying Mendelian randomization analysis and their biological plausibility. Several scenarios violating the Mendelian randomization assumptions are described, including settings with inadequate phenotype definition, the setting of time-varying exposures, the presence of gene-environment interaction, the ...
Tyler J, VanderWeele +3 more
openaire +2 more sources
Testing for non-linear causal effects using a binary genotype in a Mendelian randomization study : application to alcohol and cardiovascular traits [PDF]
Background: Mendelian randomization studies have so far restricted attention to linear associations relating the genetic instrument to the exposure, and the exposure to the outcome.
Casas, Juan P. +21 more
core +1 more source
Background Several recent observational studies have reported that gut microbiota composition is associated with preeclampsia. However, the causal effect of gut microbiota on preeclampsia-eclampsia is unknown. Methods A two-sample Mendelian randomization
Pengsheng Li +8 more
semanticscholar +1 more source
Mendelian randomization in the bone field [PDF]
Identification of causative risk factors amenable for modification is essential for the prevention and treatment of osteoporosis. Observational studies have identified associations between several potentially modifiable risk factors and osteoporosis. However, observational studies are susceptible to confounding, reverse causation bias, and measurement ...
Larsson, Susanna C +2 more
openaire +3 more sources
Unraveling the directional link between adiposity and inflammation: a bidirectional mendelian randomization approach [PDF]
<b>Context</b>: Associations between adiposity and circulating inflammation markers are assumed to be causal, although the direction of the relationship has not been proven. <b>Objective</b>: The aim of the study was to explore
Jukema, J.W. +19 more
core +1 more source
Can we apply the Mendelian randomization methodology without considering epigenetic effects?
Introduction Instrumental variable (IV) methods have been used in econometrics for several decades now, but have only recently been introduced into the epidemiologic research frameworks.
Karmaus Wilfried +2 more
doaj +1 more source
Effects of epigenetic age acceleration on kidney function: a Mendelian randomization study
Background Previous studies have reported cross-sectional associations between measures of epigenetic age acceleration (EAA) and kidney function phenotypes. However, the temporal and potentially causal relationships between these variables remain unclear.
Yang Pan +7 more
doaj +1 more source
The MendelianRandomization package is a software package written for the R software environment that implements methods for Mendelian randomization based on summarized data.
Stephen Burgess +7 more
doaj +1 more source
Statistical methods for Mendelian randomization in genome-wide association studies: A review
Genome-wide association studies have yielded thousands of associations for many common diseases and disease-related complex traits. The identified associations made it possible to identify the causal risk factors underlying diseases and investigate the ...
Frederick J. Boehm, Xiang Zhou
doaj +1 more source

