Pleiotropy-robust Mendelian randomization
H Van Kippersluis, CA Rietveld - International journal of …, 2018 - academic.oup.com
Background The potential of Mendelian randomization studies is rapidly expanding due to: (i)
the growing power of genome-wide association study (GWAS) meta-analyses to detect …
the growing power of genome-wide association study (GWAS) meta-analyses to detect …
Pleiotropy robust methods for multivariable Mendelian randomization
… An assumption that is often required for pleiotropy robust Mendelian randomization is the
InSIDE assumption (instrument strength independent of direct effects). At a ‘population’ level, …
InSIDE assumption (instrument strength independent of direct effects). At a ‘population’ level, …
Weak and pleiotropy robust sex‐stratified Mendelian randomization in the one sample and two sample settings
V Karageorgiou, J Tyrrell, TJ Mckinley… - Genetic …, 2023 - Wiley Online Library
… We provide a simple but attractive method for weak and pleiotropy robust causal estimation
of sexually dimorphic traits on downstream outcomes, by combining several existing …
of sexually dimorphic traits on downstream outcomes, by combining several existing …
Evaluating the potential role of pleiotropy in Mendelian randomization studies
… If pleiotropy arises because the single nucleotide polymorphism (SNP) influences one
trait, which in turn influences another (‘vertical pleiotropy’), then Mendelian randomization (MR) …
trait, which in turn influences another (‘vertical pleiotropy’), then Mendelian randomization (MR) …
Testing and correcting for weak and pleiotropic instruments in two‐sample multivariable Mendelian randomization
E Sanderson, W Spiller, J Bowden - Statistics in medicine, 2021 - Wiley Online Library
… , however limited methods are available for pleiotropy robust MVMR models. Furthermore, in
the … The major contribution of this article is to extend weak instrument and pleiotropy robust …
the … The major contribution of this article is to extend weak instrument and pleiotropy robust …
[PDF][PDF] Weak-Instrument and Pleiotropy-Robust Methods for Mendelian randomisation, with Applications to Mental Health
V Karageorgiou - 2024 - ore.exeter.ac.uk
… The first contribution of this dissertation is the development of new methods for pleiotropy-robust
MR by leveraging sex specificity of phenotypes. These methods allow for more accurate …
MR by leveraging sex specificity of phenotypes. These methods allow for more accurate …
Constrained maximum likelihood-based Mendelian randomization robust to both correlated and uncorrelated pleiotropic effects
… of Mendelian randomization (MR) to investigate causal relationships between pairs of
traits using SNPs as instrumental variables (IVs) based on observational data. In spite of the …
traits using SNPs as instrumental variables (IVs) based on observational data. In spite of the …
Testing and correcting for weak and pleiotropic instruments in two-sample multivariable mendelian randomisation
E Sanderson, W Spiller, J Bowden - BioRxiv, 2020 - biorxiv.org
… exposures, limited methods are available for pleiotropy robust MVMR models 4,13 . Furthermore,
in … The major contribution of this paper is to extend weak instrument pleiotropy robust …
in … The major contribution of this paper is to extend weak instrument pleiotropy robust …
Exploiting horizontal pleiotropy to search for causal pathways within a Mendelian randomization framework
… While several ‘pleiotropy-robust’ methods attempt to model out pleiotropic effects by
assuming a particular model of genetic architecture, another strategy is to adjust for horizontal …
assuming a particular model of genetic architecture, another strategy is to adjust for horizontal …
Detection of widespread horizontal pleiotropy in causal relationships inferred from Mendelian randomization between complex traits and diseases
… and horizontal pleiotropy-robust MR methods associated with an IV-selection procedure.
The framework selected a method that involved horizontal pleiotropy (pleiotropy-robust method …
The framework selected a method that involved horizontal pleiotropy (pleiotropy-robust method …
相关搜索
- multivariable mendelian randomization
- mendelian randomization studies
- mendelian randomization analyses
- summary statistics mendelian randomization
- widespread horizontal pleiotropy mendelian randomization
- two sample summary data mendelian randomization
- egger regression mendelian randomization
- causal inference mendelian randomization
- two sample mendelian randomization method
- mendelian randomization framework horizontal pleiotropy
- robust inference summary data mendelian randomization
- mendelian randomization methodology
- sample settings mendelian randomization
- genetic instrumental variables mendelian randomization
- complex traits and diseases mendelian randomization
- causal relationships mendelian randomization