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Updated: Jan 18, 2026

Cancer-Associated Fibroblasts from Mouse Mammary Tumors as Tools for Molecular and Computational Studies
Published on: July 3, 2025
Integration of summary data from GWAS and eQTLs studies predicts causality of S1PR1 and breast cancer
Huiwen Shi1, Haibing Wang2, Mingkui Li3
1Department of General Surgery, No. 971 Hospital of PLA Navy, Shinan District, Qingdao, China.
Abstract:
Breast cancer is a major health threat to women, with limited effective indicators for early screening and prognosis. The role of sphingosine 1-phosphate receptor 1 (S1PR1) in breast cancer remains controversial. This study aims to explore the potential causal relationship between S1PR1 and breast cancer risk, considering estrogen receptor (ER) status. Summary-level data for genome-wide association studies (GWAS) and expression quantitative trait loci (eQTLs) from European ancestry was collected. A summary-data-based Mendelian randomization (SMR), multi-SNP-based SMR, heterogeneity in dependent instruments (HEIDI) test, 2-sample MR analysis, and Bayesian colocalization method were conducted. Potential targets for S1PR1 were predicted based on DrugBank and ChEMBL databases. Elevated S1PR1 expression in blood was significantly associated with a heightened risk of overall breast cancer (odds ratio (OR): 1.15, 95% CI: 1.02-1.29; PSMR = .019) and ER+ breast cancer (OR: 1.20, 95% CI: 1.04-1.38; PSMR = .010), as demonstrated by SMR analysis. A protective association was identified between S1PR1 expression in the brain cortex and the risk of ER+ breast cancer (OR: 0.89, 95% CI: 0.84-0.99; PSMR = .032). No significant association was found regarding breast cancer survival (PSMR > .05). The MR analysis corroborated these findings, indicating an increased risk for both overall breast cancer (OR: 1.10, 95% CI: 1.02-1.20; P = .019) and ER+ breast cancer (OR: 1.16, 95% CI: 1.05-1.28; P = .003). Colocalization analysis revealed no evidence of shared genetic polymorphisms between S1PR1 expression and breast cancer risk or ER status (PP.H4 < 0.8), yet these studies were probably underpowered. Our finding revealed that the S1PR1 gene might act as a potential target for diagnosing the risk of breast cancer, especially for ER+ breast cancer.
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