Mendelian randomization: concepts and scope

RC Richmond, GD Smith - Cold Spring …, 2022 - perspectivesinmedicine.cshlp.org
Mendelian randomization (MR) is a method of studying the causal effects of modifiable
exposures (ie, potential risk factors) on health, social, and economic outcomes using genetic …

Using Mendelian randomization to improve the design of randomized trials

BA Ference, MV Holmes… - Cold Spring …, 2021 - perspectivesinmedicine.cshlp.org
Randomized controlled trials and Mendelian randomization studies are two study designs
that provide randomized evidence in human biological and medical research. Both exploit …

[HTML][HTML] Avoiding dynastic, assortative mating, and population stratification biases in Mendelian randomization through within-family analyses

B Brumpton, E Sanderson, K Heilbron… - Nature …, 2020 - nature.com
Estimates from Mendelian randomization studies of unrelated individuals can be biased due
to uncontrolled confounding from familial effects. Here we describe methods for within-family …

Research Review: How to interpret associations between polygenic scores, environmental risks, and phenotypes

JB Pingault, AG Allegrini, T Odigie… - Journal of Child …, 2022 - Wiley Online Library
Background Genetic influences are ubiquitous as virtually all phenotypes and most
exposures typically classified as environmental have been found to be heritable. A …

Causal inference with genetic data: Past, present, and future

JB Pingault, R Richmond… - Cold Spring …, 2022 - perspectivesinmedicine.cshlp.org
The set of methods discussed in this collection has emerged from the convergence of two
scientific fields—genetics and causal inference. In this introduction, we discuss relevant …

Twins and causal inference: leveraging nature's experiment

TA McAdams, FV Rijsdijk… - Cold Spring …, 2021 - perspectivesinmedicine.cshlp.org
In this review, we discuss how samples comprising monozygotic and dizygotic twin pairs can
be used for the purpose of strengthening causal inference by controlling for shared …

Triangulating evidence through the inclusion of genetically informed designs

MR Munafò, JPT Higgins… - Cold Spring …, 2021 - perspectivesinmedicine.cshlp.org
Much research effort is invested in attempting to determine causal influences on disease
onset and progression to inform prevention and treatment efforts. However, this is often …

Estimating direct and indirect genetic effects on offspring phenotypes using genome-wide summary results data

NM Warrington, LD Hwang, MG Nivard… - Nature …, 2021 - nature.com
Estimation of direct and indirect (ie parental and/or sibling) genetic effects on phenotypes is
becoming increasingly important. We compare several multivariate methods that utilize …

A lifecourse mendelian randomization study highlights the long-term influence of childhood body size on later life heart structure

K O'Nunain, C Park, H Urquijo, GM Leyden… - PLoS …, 2022 - journals.plos.org
Children with obesity typically have larger left ventricular heart dimensions during
adulthood. However, whether this is due to a persistent effect of adiposity extending into …

Causal inference methods for intergenerational research using observational data.

L Frach, ES Jami, TA McAdams, F Dudbridge… - Psychological …, 2023 - psycnet.apa.org
Identifying early causal factors leading to the development of poor mental health and
behavioral outcomes is essential to design efficient preventive interventions. The substantial …