ArticleNursing research
MTHFR Gene Polymorphism-Mutations and Air Pollution as Risk Factors for Breast Cancer: A Metaprediction Study.
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Who cites it
15 citing papers in PubMed, 3 syntheses or guidelines pooled it, 29 citations in OpenAlex.
- Meta-Prediction of MTHFR Gene Polymorphism and Air Pollution on the Risks of Congenital Heart Defects Worldwide: A Transgenerational Analysis.International journal of environmental research and public health · 2018Pooled it
- A Meta-Prediction ofInternational journal of environmental research and public health · 2018Pooled it
- Meta-Prediction of MTHFR Gene Polymorphisms and Air Pollution on the Risk of Hypertensive Disorders in Pregnancy Worldwide.International journal of environmental research and public health · 2018Pooled it
- The Use of AI for Phenotype-Genotype Mapping.Methods in molecular biology (Clifton, N.J.) · 2025Article
- Multi-omics analysis to decipher the molecular link between chronic exposure to pollution and human skin dysfunction.Scientific reports · 2021Article
- Role of Air Pollution and rs10830963 Polymorphism on the Incidence of Type 2 Diabetes: Tehran Cardiometabolic Genetic Study.Journal of diabetes research · 2020Article
- Role of Key Micronutrients from Nutrigenetic and Nutrigenomic Perspectives in Cancer Prevention.Medicina (Kaunas, Lithuania) · 2019Review
- Gene-Metabolite Interaction in the One Carbon Metabolism Pathway: Predictors of Colorectal Cancer in Multi-Ethnic Families.Journal of personalized medicine · 2018Article
- Meta-Analysis ofToxics · 2018Article
- Lung cancer susceptibility fromOncotarget · 2018Article
- Gene-environment interactions and predictors of breast cancer in family-based multi-ethnic groups.Oncotarget · 2018Article
- Personalized Nutrition-Genes, Diet, and Related Interactive Parameters as Predictors of Cancer in Multiethnic Colorectal Cancer Families.Nutrients · 2018Article
- Article
- Gene Environment Interactions and Predictors of Colorectal Cancer in Family-Based, Multi-Ethnic Groups.Journal of personalized medicine · 2018Article
- Genome Sequencing Technologies and Nursing: What Are the Roles of Nurses and Nurse Scientists?Nursing researchArticle
Corrections and comments
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Authors and funding
3 authors at 1 institution in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe methylenetetrahydrofolate reductase gene (MTHFR) is one of the most investigated genes associated with breast cancer for its role in epigenetic pathways.
objectivesThe objectives of this metaprediction study were to examine the polymorphism-mutation risk subtypes of MTHFR and air pollution as contributing factors for breast cancer.
methodsFor triangulation purposes in metapredictive analyses, we used a recursive partition tree, nonlinear association curve fit, and heat maps for data visualization, in addition to the conventional comparison procedure and pooled analyses.
resultsWe included 36,683 breast cancer cases and 40,689 controls across 82 studies for MTHFR 677 and 23,252 cases and 27,094 controls across 50 studies for MTHFR 1298. MTHFR 677 TT was a risk genotype for breast cancer (p = .0004) and in the East Asian subgroup (p = .005). On global maps, the most polymorphism-mutations on MTHFR 677 TT were found in the Middle East, Europe, Asia, and the Americas, whereas the most mutations on MTHFR 1298 CC were located in Europe and the Middle East for the control group. The geographic information system maps further revealed that MTHFR 677 TT mutations yielded a higher risk of breast cancer for Australia, East Asia, the Middle East, South Europe, Morocco, and the Americas and that MTHFR 1298 CC mutations yielded a higher risk in Asia, the Middle East, South Europe, and South America. Metapredictive analysis revealed that air pollution level was significantly associated with MTHFR 677 TT polymorphism-mutation genotype. DISCUSSION: We present the most comprehensive analyses to date of MTHFR polymorphism-mutations and breast cancer risk. Future nursing studies are needed to investigate the health impact on breast cancer of epigenetics and air pollution across populations.
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