What can mendelian randomisation tell us about modifiable behavioural and environmental exposures?
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Using genetic variants as a proxy for modifiable environmental factors that are associated with disease can circumvent some of the problems of observational studies
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The MR methodology used is less vulnerable to environmental confounding and reverse causation than traditional observational research strategies.
“The MR methodology used is less vulnerable to environmental confounding and reverse causation than traditional observational research strategies [6,7].”
From Associations of genetically determined iron status across the phenome: A mendelian randomization study (2019) · cites this paper as [6]
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Schooling, C. M., Lopez, P. M., Yang, Z., Zhao, J. V., Au Yeung, S. L., & Huang, J. V. (2021) · Frontiers in Genetics · doi:10.3389/fgene.2020.610852 · Cited by 102 · see citing works
Hur, J., Stockbridge, M. D., Fox, A. S., & Shackman, A. J. (2019) · Progress in brain research · doi:10.1016/bs.pbr.2019.03.012 · Cited by 91 · see citing works
Evaluation of Genetic Markers as Instruments for Mendelian Randomization Studies on Vitamin D
Berry, D. J., Vimaleswaran, K. S., Whittaker, J. C., Hingorani, A. D., & Hyppönen, E. (2012) · PLoS ONE · doi:10.1371/journal.pone.0037465 · Cited by 88 · see citing works
Joint analysis of SNP and gene expression data in genetic association studies of complex diseases
Huang, Y.-T., VanderWeele, T. J., & Lin, X. (2014) · The Annals of Applied Statistics · doi:10.1214/13-aoas690 · Cited by 88 · see citing works
The development of personality across the lifespan
Donnellan, M. B., & Robins, R. W. (2012) · Cambridge University Press eBooks · doi:10.1017/cbo9780511596544.015 · Cited by 88 · see citing works
Lung function and cardiovascular disease: a two-sample Mendelian randomisation study
Higbee, D., Granell, R., Sanderson, E. C. M., Smith, G. D., & Dodd, J. W. (2021) · European Respiratory Journal · doi:10.1183/13993003.03196-2020 · Cited by 87 · see citing works
Self-citationTemperament and brain networks of attention
Posner, M. I., & Rothbart, M. K. (2018) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2017.0254 · Cited by 87 · see citing works
JOINT ANALYSIS OF SNP AND GENE EXPRESSION DATA IN GENETIC ASSOCIATION STUDIES OF COMPLEX DISEASES1Preprint
Huang, Y., Tyler, J., V, & Lin, X. (2013) · Cited by 88 · see citing works
Gill, D., Brewer, C. F., Monori, G., Trégouët, D., Franceschini, N., Giambartolomei, C., Tzoulaki, I., & Dehghan, A. (2019) · Journal of the American Heart Association · doi:10.1161/jaha.119.012994 · Cited by 81 · see citing works
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Lotta, L. A., Stewart, I. D., Sharp, S. J., Day, F. R., Burgess, S., Luan, J., Bowker, N., Cai, L., Li, C., Wittemans, L. B. L., et al. (2018) · JAMA Cardiology · doi:10.1001/jamacardio.2018.2866 · Cited by 78 · see citing works
Association between tobacco smoking and opioid use: A meta-analysis
Rajabi, A., Dehghani, M., Shojaei, A., Farjam, M., & Motevalian, S. A. (2018) · Addictive Behaviors · doi:10.1016/j.addbeh.2018.11.043 · Cited by 77 · see citing works
Mika Kivimaki, B., Jokela, M. M., Hamer, M., Geddes, J. R., Ebmeier, K. P., Meena Kumari, B., Singh‐Manoux, A., Hingorani, A. D., & Batty, G. D. (2011) · American Journal of Epidemiology · doi:10.1093/aje/kwq444 · Cited by 78 · see citing works
The causal effect of malaria on stunting: a Mendelian randomization and matching approach
Kang, H., Kreuels, B., Adjei, O., Krumkamp, R., May, J., & Small, D. S. (2013) · International Journal of Epidemiology · doi:10.1093/ije/dyt116 · Cited by 77 · see citing works
Granell, R., Heron, J., Lewis, S. J., Smith, G. D., Sterne, J. A. C., & Henderson, A. J. (2007) · Clinical & Experimental Allergy · doi:10.1111/j.1365-2222.2007.02902.x · Cited by 77 · see citing works
Self-citation
- Authors
- Smith, G. D., & Ebrahim, S.
- Affiliations
- University of Bristol (GB)
- Venue
- BMJ
- Publisher
- BMJ
- Published
- 2005-05-05
- Volume
- 330
- Issue
- 7499
- Pages
- 1076-1079
- ISSN
- 0007-1447 (ISSN-L)
- 0959-8138
- 1468-5833
- PMC
- PMC557238
- OpenAlex
- W2096940418
- Cited by
- 545
- References
- 22
- Citations by year
- 2026: 13 · 2025: 33 · 2024: 66 · 2023: 37 · 2022: 29 · 2021: 39 · 2020: 61 · 2019: 15 · 2018: 31 · 2017: 19 · 2016: 14 · 2015: 14 · 2014: 18 · 2013: 22 · 2012: 23
- FWCI
- 10.78
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- BMJ (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- LSHTM Research Online (London School of Hygiene and Tropical Medicine) (acceptedVersion)
- Bristol Research (University of Bristol) (submittedVersion)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Physical Sciences › Mathematics › Statistics and Probability › Advanced Causal Inference Techniques
- Physical Sciences › Environmental Science › Health, Toxicology and Mutagenesis › Health, Environment, Cognitive Aging
- Keywords
- Mendelian randomization, environmental exposure, causal inference, observational study limitations
- MeSH terms
- Environmental Exposure, Humans, Polymorphism, Genetic, Recombination, Genetic, Genetic Variation, Health Behavior, Occupational Exposure, Genetic Predisposition to Disease
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