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Mendelian randomization information


In epidemiology, Mendelian randomization (commonly abbreviated to MR) is a method using measured variation in genes to examine the causal effect of an exposure on an outcome. Under key assumptions (see below), the design reduces both reverse causation and confounding, which often substantially impede or mislead the interpretation of results from epidemiological studies.[1]

Gregor Mendel
Gregor Mendel. The term Mendelian randomization was termed because the random assignment of genetic variants from parents to offspring is fundamental to the method.

The study design was first proposed in 1986 [2] and subsequently described by Gray and Wheatley[3] as a method for obtaining unbiased estimates of the effects of an assumed causal variable without conducting a traditional randomized controlled trial (the standard in epidemiology for establishing causality). These authors also coined the term Mendelian randomization.

  1. ^ Haycock PC, Burgess S, Wade KH, Bowden J, Relton C, Davey Smith G (April 2016). "Best (but oft-forgotten) practices: the design, analysis, and interpretation of Mendelian randomization studies". The American Journal of Clinical Nutrition. 103 (4): 965–978. doi:10.3945/ajcn.115.118216. PMC 4807699. PMID 26961927.
  2. ^ Cite error: The named reference Katan1986 was invoked but never defined (see the help page).
  3. ^ Cite error: The named reference Gray1991 was invoked but never defined (see the help page).

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Mendelian randomization

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In epidemiology, Mendelian randomization (commonly abbreviated to MR) is a method using measured variation in genes to examine the causal effect of an...

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Causal model

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form a single instrument[clarification needed].: 257  Definition: Mendelian randomization uses measured variation in genes of known function to examine the...

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Mendelian inheritance

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Mendelian inheritance (also known as Mendelism) is a type of biological inheritance following the principles originally proposed by Gregor Mendel in 1865...

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Genetics

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disease. At the population level, researchers take advantage of Mendelian randomization to look for locations in the genome that are associated with diseases...

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Genetic correlation

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of phenotypic correlations, social inequality, attempts to use Mendelian randomization in causal inference, the understanding of the biological origins...

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The Correlation between Relatives on the Supposition of Mendelian Inheritance

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"The Correlation between Relatives on the Supposition of Mendelian Inheritance" is a scientific paper by Ronald Fisher which was published in the Transactions...

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Nap

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between daytime napping, cognitive function, and brain volume? A Mendelian randomization study in the UK Biobank". Sleep Health. 9 (5): 786–793. doi:10...

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Twin study

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study of allelic effects. Mendelian randomization of alleles also provides opportunities to study the effects of alleles at random with respect to their associated...

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Cholecalciferol

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"Causal Link Between Vitamin D and Total Testosterone in Men: A Mendelian Randomization Analysis". The Journal of Clinical Endocrinology and Metabolism...

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Epidemiology

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transmissionPages displaying short descriptions of redirect targets Mendelian randomization – Statistical method in genetic epidemiology Occupational epidemiology –...

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MR

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Magnetoresistance, change in electrical resistance due to a magnetic field Mendelian randomization, a way of using genetic information to estimate causal effects...

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Genetic epidemiology

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either family or population studies. Epigenetics Genetic disorder Mendelian randomization Molecular epidemiology Mutation Population genetics Hardy–Weinberg...

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Osteoarthritis

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PMID 30961569. Ho J, Mak CC, Sharma V, To K, Khan W (October 2022). "Mendelian Randomization Studies of Lifestyle-Related Risk Factors for Osteoarthritis: A...

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Life expectancy

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Y.; Joshi, P.K.; Wilson, J.F.; Tsepilov, Y.A. (January 2022). "Mendelian randomization of genetically independent aging phenotypes identifies LPA and...

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Caffeine

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"Heavier smoking increases coffee consumption: findings from a Mendelian randomization analysis". International Journal of Epidemiology. 46 (6): 1958–1967...

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Behavioural genetics

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include discordant twin studies, children of twins designs, and Mendelian randomization. There are many broad conclusions to be drawn from behavioural...

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Diabetes

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Diabetes, Lifestyle Factors, and Risk of Gallstone Disease: A Mendelian Randomization Investigation". Clinical Gastroenterology and Hepatology. 20 (3):...

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Eggs as food

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Microbiota–Dependent Metabolites and Cardiometabolic Health: A Bidirectional Mendelian Randomization Analysis". Diabetes. 68 (9): 1747–1755. doi:10.2337/db19-0153....

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List of statistics articles

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Mediation (statistics) Medical statistics Medoid Memorylessness Mendelian randomization Meta-analysis Meta-regression Metalog distribution Method of moments...

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Endometrial cancer

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is preliminary evidence that consumption of soy is protective. Mendelian randomization analyses have established potential protective factors such as...

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Just another Gibbs sampler

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for instrumental variable analysis with genetic instruments ('Mendelian randomization'): Example with urate transporter SLC2A9 as an instrumental variable...

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Macular degeneration

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PMC 3170645. PMID 21851605. Burgess S, Davey Smith G (August 2017). "Mendelian Randomization Implicates High-Density Lipoprotein Cholesterol–Associated Mechanisms...

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Choline

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Microbiota-Dependent Metabolites and Cardiometabolic Health: A Bidirectional Mendelian Randomization Analysis". Diabetes. 68 (9): 1747–1755. doi:10.2337/db19-0153....

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Mood swing

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Medici, Marco (2021). "Thyroid Function and Mood Disorders: A Mendelian Randomization Study". Thyroid. 31 (8): 1171–1181. doi:10.1089/thy.2020.0884....

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Variance

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his 1918 paper The Correlation Between Relatives on the Supposition of Mendelian Inheritance: The great body of available statistics show us that the deviations...

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JUPITER trial

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results. On the role of C-reactive protein, a 2009 study employing Mendelian randomization, published in the Journal of the American Medical Association suggested...

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Lipid hypothesis

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genetic studies, prospective epidemiologic studies, Mendelian randomization studies, and randomized clinical trials. This evidence base includes over 200...

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