Mendelian randomization as an approach to assess causality using observational data

P Sekula, M Fabiola Del Greco, C Pattaro… - Journal of the …, 2016 - journals.lww.com
Mendelian randomization refers to an analytic approach to assess the causality of an
observed association between a modifiable exposure or risk factor and a clinically relevant …

Methodological challenges in mendelian randomization

TJ VanderWeele, EJT Tchetgen, M Cornelis… - Epidemiology, 2014 - journals.lww.com
We give critical attention to the assumptions underlying Mendelian randomization analysis
and their biological plausibility. Several scenarios violating the Mendelian randomization …

Robust inference in summary data Mendelian randomization via the zero modal pleiotropy assumption

FP Hartwig, G Davey Smith… - International journal of …, 2017 - academic.oup.com
Background Mendelian randomization (MR) is being increasingly used to strengthen causal
inference in observational studies. Availability of summary data of genetic associations for a …

Detecting pleiotropy in Mendelian randomisation studies with summary data and a continuous outcome

FD Greco M, C Minelli, NA Sheehan… - Statistics in …, 2015 - Wiley Online Library
Mendelian randomisation (MR) estimates causal effects of modifiable phenotypes on an
outcome by using genetic variants as instrumental variables, but its validity relies on the …

Mendelian randomization analysis with multiple genetic variants using summarized data

S Burgess, A Butterworth… - Genetic epidemiology, 2013 - Wiley Online Library
Genome‐wide association studies, which typically report regression coefficients
summarizing the associations of many genetic variants with various traits, are potentially a …

[BUCH][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 …

[BUCH][B] Mendelian randomization: methods for using genetic variants in causal estimation

S Burgess, SG Thompson - 2015 - books.google.com
Presents the Terminology and Methods of Mendelian Randomization for Epidemiological
StudiesMendelian randomization uses genetic instrumental variables to make inferences …

Power and instrument strength requirements for Mendelian randomization studies using multiple genetic variants

BL Pierce, H Ahsan… - International journal of …, 2011 - academic.oup.com
Abstract Background Mendelian Randomization (MR) studies assess the causality of an
exposure–disease association using genetic determinants [ie instrumental variables (IVs)] of …

Sample size and power calculations in Mendelian randomization with a single instrumental variable and a binary outcome

S Burgess - International journal of epidemiology, 2014 - academic.oup.com
Background: Sample size calculations are an important tool for planning epidemiological
studies. Large sample sizes are often required in Mendelian randomization investigations …

Using multiple genetic variants as instrumental variables for modifiable risk factors

TM Palmer, DA Lawlor, RM Harbord… - … methods in medical …, 2012 - journals.sagepub.com
Mendelian randomisation analyses use genetic variants as instrumental variables (IVs) to
estimate causal effects of modifiable risk factors on disease outcomes. Genetic variants …