Mendelian randomization

E Sanderson, MM Glymour, MV Holmes… - Nature Reviews …, 2022 - nature.com
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 …

[HTML][HTML] Statistical methods for Mendelian randomization in genome-wide association studies: a review

FJ Boehm, X Zhou - Computational and structural biotechnology journal, 2022 - Elsevier
Genome-wide association studies have yielded thousands of associations for many
common diseases and disease-related complex traits. The identified associations made it …

A comparison of robust Mendelian randomization methods using summary data

EAW Slob, S Burgess - Genetic epidemiology, 2020 - Wiley Online Library
The number of Mendelian randomization (MR) analyses including large numbers of genetic
variants is rapidly increasing. This is due to the proliferation of genome‐wide association …

[图书][B] Mendelian randomization: methods for causal inference using genetic variants

S Burgess, SG Thompson - 2021 - books.google.com
Mendelian Randomization: Methods For Causal Inference Using Genetic Variants provides
thorough coverage of the methods and practical elements of Mendelian randomization …

Inferring causal relationships between risk factors and outcomes from genome-wide association study data

S Burgess, CN Foley, V Zuber - Annual review of genomics and …, 2018 - annualreviews.org
An observational correlation between a suspected risk factor and an outcome does not
necessarily imply that interventions on levels of the risk factor will have a causal impact on …

Mendelian randomization accounting for complex correlated horizontal pleiotropy while elucidating shared genetic etiology

Q Cheng, X Zhang, LS Chen, J Liu - Nature communications, 2022 - nature.com
Mendelian randomization (MR) harnesses genetic variants as instrumental variables (IVs) to
study the causal effect of exposure on outcome using summary statistics from genome-wide …

Testing and controlling for horizontal pleiotropy with probabilistic Mendelian randomization in transcriptome-wide association studies

Z Yuan, H Zhu, P Zeng, S Yang, S Sun, C Yang… - Nature …, 2020 - nature.com
Integrating results from genome-wide association studies (GWASs) and gene expression
studies through transcriptome-wide association study (TWAS) has the potential to shed light …

[HTML][HTML] Causal inference on neuroimaging data with Mendelian randomisation

B Taschler, SM Smith, TE Nichols - NeuroImage, 2022 - Elsevier
While population-scale neuroimaging studies offer the promise of discovery and
characterisation of subtle risk factors, massive sample sizes increase the power for both …

Causal inference for heritable phenotypic risk factors using heterogeneous genetic instruments

J Wang, Q Zhao, J Bowden, G Hemani… - PLoS …, 2021 - journals.plos.org
Over a decade of genome-wide association studies (GWAS) have led to the finding of
extreme polygenicity of complex traits. The phenomenon that “all genes affect every complex …

Multi-trait transcriptome-wide association studies with probabilistic Mendelian randomization

L Liu, P Zeng, F Xue, Z Yuan, X Zhou - The American Journal of Human …, 2021 - cell.com
A transcriptome-wide association study (TWAS) integrates data from genome-wide
association studies and gene expression mapping studies for investigating the gene …