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Exploring The Causal Effect Of Antioxidants And Breast Cancer Based On Mendelian Randomization

Posted on:2024-04-18Degree:MasterType:Thesis
Country:ChinaCandidate:Y XingFull Text:PDF
GTID:2544307166953799Subject:Public health
Abstract/Summary:
Objectives:The results of studies on the causal relationship between antioxidants and breast cancer are currently inconsistent.Therefore,this article conducted a two-sample Mendelian randomization analysis based on genome-wide association studies to investigate whether antioxidants may have a potential causal relationship with breast cancer and its subtypes.Methods:This study used enzymatic antioxidants(glutathione S-transferase,catalase,superoxide dismutase,glutathione peroxidase)as well as non-enzymatic antioxidants(albumin,retinol,total bilirubin,uric acid,vitamin E,vitamin C)as exposure factors;breast cancer,estrogen receptor-negative breast cancer,and estrogen receptor-positive breast cancer as outcome factors,and explored the causal associations using two-sample Mendelian randomization analysis.Instrumental variables that were significantly associated with exposure factors(P<5×10-5)were first selected separately from the exposure factor(antioxidants)dataset.Afterwards,instrumental variables with linkage disequilibrium(r2>0.001and genetic distance<1000)and F-statistic values<10 were excluded.The data information corresponding to the remaining instrumental variables was then extracted from the outcome factors(breast cancer and subtype)separately.Two-sample Mendelian randomization analysis and graphing were performed in R software,and data were analyzed using inverse variance weighting,Egger regression Mendelian randomization,and weighted median methods.Quality control included heterogeneity analysis,multiple validity test,and sensitivity analysis.Heterogeneity analysis was performed by Cochran’s Q test,multiplicity test by Egger regression Mendelian randomization method,and sensitivity analysis by leave-one-out method and funnel plot method.A significant causal relationship between exposure factors and outcome was considered when P<8.33×10-4 by Bonferroni correction,and a suggestive association between exposure factors and outcome factors was considered when P was between8.33×10-4 and 0.05.Results:(1)There was no causal relationship between enzyme antioxidants and breast cancer and subtypes(P>0.05).(2)There was no causal relationship between non-enzymatic antioxidants other than total bilirubin and breast cancer and subtypes(P>0.05).(3)There was a potential causal effect between total bilirubin and overall risk of breast cancer(OR,1.016;95%CI,1.002-1.029;P=0.026).There was also a potential causal effect between total bilirubin and risk of estrogen receptor-positive breast cancer(OR,1.016;95%CI,1.001-1.031;P=0.041),but not between total bilirubin and risk of estrogen receptor-negative breast cancer(OR,1.013;95%CI,0.991-1.036;P=0.247).Conclusions:By Mendelian randomization analysis,the results suggested a potential causal effect between total bilirubin and the risk of breast cancer and estrogen receptor-positive breast cancer.There was no causal effect between non-enzymatic antioxidants other than total bilirubin and enzymatic antioxidants and the risk of breast cancer and subtypes.
Keywords/Search Tags:antioxidants, breast cancer, Mendelian randomization, causal effects
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