The causal associations between cancers and cardiovascular diseases: a two-sample bidirectional Mendelian randomization analysis
Zhang, D.; Li, H.; Li, Y.; Tang, T.; Fu, Z.; Fa, Y.; Xu, X.
Show abstract
BACKGROUNDAssociations between cancer and cardiovascular disease (CVD) have been reported previously in observational studies. However, the causal relationship between the specific subspecies of the two diseases remains unclear. This study used a two-sample bidirectional MR study to investigate the causal relationship between different types of CVDs and the major types of malignancies and vice-versa. METHODS AND RESULTSWe extracted summary statistics for coronary atherosclerosis, hypertension, hypertrophic cardiomyopathy, heart failure, atrial fibrillation, stroke, and 14 common malignancies from published relevant genome-wide association studies as instrumental variables. We conducted two-sample bidirectional Mendelian randomization (MR) studies to assess the causal relationship between CVD and cancer in which the inverse variance weighting (IVW) method was the main method. Multiple comparison calibration, sensitivity analysis, and heterogeneity analysis were performed to improve the reliability and robustness of the results. The evidence from IVW analyses showed that genetically predicted coronary atherosclerosis was suggestively associated with a decreased risk of endometrial cancer (OR=0.053, 95% CI: 0.004-0.648, P=0.022); hypertension was suggestively associated with an increased risk of oral cavity/pharyngeal cancer (OR=14.872, 95% CI: 1.324-167.053, P=0.029); hypertrophic cardiomyopathy was suggestively associated with a decreased risk of brain cancer (OR=0.479, 95% CI: 0.257-0.890, P=0.020); any stroke was suggestively associated with a decreased risk of breast cancer (OR=0.798, 95% CI: 0.669-0.952, P=0.012) and prostate cancer (OR=0.844, 95% CI: 0.737-0.966, P=0.014) since their significance weakened after multiple testing. In the reverse MR analysis, bladder cancer was associated with an increased risk of coronary atherosclerosis (OR=1.426, 95% CI: 1.051-1.934, P= 0.023) and hypertension (OR=1.689, 95% CI: 1.115-2.557, P=0.013); pancreatic cancer was associated with an increased risk of any stroke (OR= 1.047, 95% CI: 1.005-1.090, P= 0.027), losing significance after multivariate testing. Prostate cancer was significantly associated with an increased risk of heart failure (OR= 1.030, 95% CI: 1.009-1.053, P= 0.006); cervical cancer was significantly associated with an increased risk of any stroke (OR= 8.751686e+03, 95% CI: 35.043-2.185650e+06, P= 0.001). CONCLUSIONSCausal relationships for specific types of CVD and cancer were found in this MR Study, although some were suggestive. This study provides ideas for the follow-up management of these two common chronic diseases. CLINICAL PERSPECTIVEO_ST_ABSWhat Is New?C_ST_ABSO_LISome observational studies have shown that cardiovascular diseases (CVDs) and cancer have complex causal relationships dominated by positive associations. However, the role of genetic factors in their comorbidities remains unclear. C_LIO_LIIn this study, by utilizing data from genome-wide association studies, we identified a significant genetic correlation between multiple groups of specific classes of CVDs and specific types of malignancy, along with the shared risk snp. Some of the results are contrary to previous reports and warrant further research. These findings could provide insights into the shared genetic architecture between CVD and cancer. C_LI What Are the Clinical Implications?This study adds to the understanding of the underlying causal relationships of different phenotypes of CVD and cancer, with implications for the prediction and prevention of these common comorbidities.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Heart disease mortality in cancer survivors: A population-based study in Japan 94%
- Age at menopause and the risk of stroke: Observational and Mendelian Randomization analysis in 204,244 postmenopausal women 93%
- Chromosome 10q24.32 Variants Associate with Brain Arterial Diameters in Diverse Populations: A Genome-Wide Association Study 92%
Similar papers in this journal
- Developing and validating polygenic risk scores for colorectal cancer risk prediction in East Asians 94%
- Associations of plasma omega-6 and omega-3 fatty acids with overall and 19 site-specific cancers: a population-based cohort study in UK Biobank 93%
- Methylation scores for smoking, alcohol consumption, and body mass index and risk of seven types of cancer 93%
Similar papers in this journal
- Causal relationships between risk of venous thromboembolism and 18 cancers: a bidirectional Mendelian randomisation analysis 94%
- Healthy lifestyle, genetic risk, and incidence of cancer: A prospective cohort study of 13 cancer types 93%
- Polygenic Risk Scores for Prediction of Breast Cancer in Korean women 92%
Similar papers in this journal
- Elucidating the genetic architecture of DNA methylation to identify promising molecular mechanisms of disease 93%
- Increased adiposity is protective for breast and prostate cancer: a Mendelian randomisation study using up to 132,413 breast cancer cases and 85,907 prostate cancer cases. 92%
- Mendelian randomization study of spermine oxidase and cancer risk 92%
Similar papers in this journal
- Risk of Second Primary Cancers After a Diagnosis of First Primary Cancer: A Pan-Cancer Analysis and Mendelian Randomization Study 94%
- Polygenic risk scores for the prediction of common cancers in East Asians: A population-based prospective cohort study 93%
- Predicting the effect of statins on cancer risk using genetic variants: a Mendelian randomization study in UK Biobank 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.