article Open AccessTop 1% cited
Robust inference in summary data Mendelian randomization via the zero modal pleiotropy assumption
International Journal of Epidemiology · 2017 · Vol. 46(6) · pp. 1985–1998
Fernando Pires Hartwig✉(MRC Integrative Epidemiology Unit)George Davey Smith(MRC Integrative Epidemiology Unit)Jack Bowden(MRC Integrative Epidemiology Unit)
Abstract
The MBE relaxes the instrumental variable assumptions, and should be used in combination with other approaches in sensitivity analyses.
Genetic Associations and EpidemiologyAdvanced Causal Inference TechniquesGenetic and phenotypic traits in livestockMendelian randomizationInstrumental variablePleiotropyCausal inferenceGenome-wide association studySample size determinationStatisticsInferenceGenetic associationEconometrics
MeSH terms
HumansModels, StatisticalCausalitySample SizeGenome-Wide Association StudyMendelian Randomization AnalysisGenetic Pleiotropy
Funding
- University of Bristol
- Medical Research Council
Citations
3,604
FWCI
78.39
field-weighted impact
References
29
Percentile
100%
vs. same field & year
Citations per year
Cited by
Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score
The Annals of Statistics · 2020 · 780 citations
Evaluating the potential role of pleiotropy in Mendelian randomization studies
Human Molecular Genetics · 2018 · 1,633 citations
Strengthening the reporting of observational studies in epidemiology using mendelian randomisation (STROBE-MR): explanation and elaboration
BMJ · 2021 · 1,621 citations
Evaluating the relationship between circulating lipoprotein lipids and apolipoproteins with risk of coronary heart disease: A multivariable Mendelian randomisation analysis
PLoS Medicine · 2020 · 910 citations
Detection of widespread horizontal pleiotropy in causal relationships inferred from Mendelian randomization between complex traits and diseases
Nature Genetics · 2018 · 8,904 citations
Reading Mendelian randomisation studies: a guide, glossary, and checklist for clinicians
BMJ · 2018 · 4,597 citations
The MR-Base platform supports systematic causal inference across the human phenome
eLife · 2018 · 8,152 citations
References
Detecting pleiotropy in Mendelian randomisation studies with summary data and a continuous outcome
Statistics in Medicine · 2015 · 1,818 citations
Mendelian randomization: genetic anchors for causal inference in epidemiological studies
Human Molecular Genetics · 2014 · 4,933 citations
‘Mendelian randomization’: can genetic epidemiology contribute to understanding environmental determinants of disease?*
International Journal of Epidemiology · 2003 · 6,297 citations
Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression
International Journal of Epidemiology · 2015 · 10,342 citations
Discovery and refinement of loci associated with lipid levels
Nature Genetics · 2013 · 3,254 citations
Assessing the suitability of summary data for two-sample Mendelian randomization analyses using MR-Egger regression: the role of the I2 statistic
International Journal of Epidemiology · 2016 · 1,697 citations
A framework for the investigation of pleiotropy in two‐sample summary data Mendelian randomization
Statistics in Medicine · 2017 · 1,983 citations
Two-sample Mendelian randomization: avoiding the downsides of a powerful, widely applicable but potentially fallible technique
International Journal of Epidemiology · 2016 · 919 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.
