A Mendelian randomization study investigating the causal associations of 35 blood and urinary metabolite biomarkers with breast cancer development

Breast cancer is the most common cancer among women worldwide. The present study utilized a bidirectional Mendelian randomization methodology to explore the causal associations between 35 blood and urinary metabolic markers and distinct subtypes of breast cancer. The MR-PRESSO method was employed to detect and correct for pleiotropic effects, with statistical significance adjusted using the false discovery rate (FDR). The findings revealed significant causal links between certain metabolic markers and specific breast cancer subtypes. Specifically, glucose (OR: -0.187; 95% CI: -0.344 to -0.030) and glycated hemoglobin (HbA1c) (OR: -0.150; 95% CI: -0.2498 to -0.051) were associated with benign breast cancer. In contrast, statin-adjusted apolipoprotein B (OR: 0.493; 95% CI: 0.029 to 0.957) and low-density lipoprotein (LDL) (OR: 0.550; 95% CI: 0.056 to 1.043), urinary sodium (OR: -3.138; 95% CI: -5.710 to -0.565), and triglycerides (OR: 0.606; 95% CI: 0.0824 to 1.129) were correlated with intraductal carcinoma in situ. Apolipoprotein A (OR: 0.178; 95% CI: 0.053 to 0.304) and high-density lipoprotein (HDL) cholesterol (OR: 0.159; 95% CI: 0.045 to 0.273) were linked to intraductal carcinoma in situ of the breast, while total protein (OR: 0.800; 95% CI: 0.181 to 1.409) and albumin (OR: 0.883; 95% CI: 0.255 to 1.512) were associated with lobular carcinoma in situ. In the reverse analysis, benign breast cancer (OR: 0.014; 95% CI: 0.002 to 0.026) exhibited a correlation with urinary creatinine, and intraductal carcinoma in situ (OR: 0.004; 95% CI: 0.001 to 0.007) with insulin-like growth factor 1 (IGF-1). This study identifies key biomarkers for breast cancer susceptibility and resistance, offering a scientific foundation for further research endeavors.

Authors

Institutions

Publication Details

Journal
Discover Oncology
Published
2025-05-02
DOI
https://doi.org/10.1007/s12672-025-02461-y
Citations
1
Primary Topic
Nutrition, Genetics, and Disease
Type
article
Field-Weighted Citation Impact
1.82
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Mendelian randomization study investigating the causal associations of 35 blood and urinary metabolite biomarkers with breast cancer development

Runtong Liu, Qianchao Wang, Z. G. Liu, Ao Liu et al.
1 citations
Discover Oncology
Nutrition, Genetics, and Disease
1.82
article

A Mendelian randomization study investigating the causal associations of 35 blood and urinary metabolite biomarkers with breast cancer development

Runtong Liu, Qianchao Wang, Z. G. Liu, Ao Liu, Yimin Liu, Ting Hsiang Lin
article en
1 citations

Abstract

Breast cancer is the most common cancer among women worldwide. The present study utilized a bidirectional Mendelian randomization methodology to explore the causal associations between 35 blood and urinary metabolic markers and distinct subtypes of breast cancer. The MR-PRESSO method was employed to detect and correct for pleiotropic effects, with statistical significance adjusted using the false discovery rate (FDR). The findings revealed significant causal links between certain metabolic markers and specific breast cancer subtypes. Specifically, glucose (OR: -0.187; 95% CI: -0.344 to -0.030) and glycated hemoglobin (HbA1c) (OR: -0.150; 95% CI: -0.2498 to -0.051) were associated with benign breast cancer. In contrast, statin-adjusted apolipoprotein B (OR: 0.493; 95% CI: 0.029 to 0.957) and low-density lipoprotein (LDL) (OR: 0.550; 95% CI: 0.056 to 1.043), urinary sodium (OR: -3.138; 95% CI: -5.710 to -0.565), and triglycerides (OR: 0.606; 95% CI: 0.0824 to 1.129) were correlated with intraductal carcinoma in situ. Apolipoprotein A (OR: 0.178; 95% CI: 0.053 to 0.304) and high-density lipoprotein (HDL) cholesterol (OR: 0.159; 95% CI: 0.045 to 0.273) were linked to intraductal carcinoma in situ of the breast, while total protein (OR: 0.800; 95% CI: 0.181 to 1.409) and albumin (OR: 0.883; 95% CI: 0.255 to 1.512) were associated with lobular carcinoma in situ. In the reverse analysis, benign breast cancer (OR: 0.014; 95% CI: 0.002 to 0.026) exhibited a correlation with urinary creatinine, and intraductal carcinoma in situ (OR: 0.004; 95% CI: 0.001 to 0.007) with insulin-like growth factor 1 (IGF-1). This study identifies key biomarkers for breast cancer susceptibility and resistance, offering a scientific foundation for further research endeavors.

Discover OncologyVol. 16(1)
North China University of Science and Technology (CN), Beijing University of Chinese Medicine (CN)
Good health and well-being
Openalex Percentile: Top 16%
Nutrition, Genetics, and Disease
1.82
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.