Causal associations between fibroblast growth factors and breast cancer: Evidence from 2-sample Mendelian randomization analysis

Previous studies have suggested a potential association between fibroblast growth factors (FGFs) and breast cancer (BC), but the evidence for the relationship between specific FGFs with BC is limited and controversial. To explore the interactions between 13 FGFs and 3 fibroblast growth factor receptors (FGFRs) with BC and its subtypes (ER+ and ER-), we conducted a Mendelian randomization (MR) analysis based on genome-wide association study summary statistics of European ancestry. Several techniques were used to ensure the stability of the causal effect, such as inverse-variance weighting, weighted median, MR-Egger regression, and Mendelian Randomization Pleiotropy Residual Sum and Outlier. Heterogeneity was assessed by calculating the Cochran's Q value. The inverse-variance weighting analysis showed that for overall BC, FGF20 showed a genetically protective effect (odds ratio [OR] 0.996, 95% CI: 0.993-1.000, P = .027), FGF4 can genetically promote the risk of BC (OR 1.004, 95% CI: 1.001-1.007, P = .013). FGF1 (OR 1.055, 95% CI: 1.005-1.107, P = .029) and FGF7 (OR 1.068, 95% CI: 1.007-1.133, P = .028) were consistently associated with increased risk of ER+ BC, however FGF20 (OR 0.959, 95% CI: 0.920-0.999, P = .046) decreased the risk of ER+ BC. FGF23 (OR 1.077, 95% CI: 1.003-1.158, P = .042) promote the risk of ER- BC. In the reverse MR study, ER+ BC tended to exhibit elevated levels of FGF7 (OR 1.072, 95% CI: 1.004-1.144, P = .037) and decreased levels of FGFR2 (OR 0.930, 95% CI: 0.872-0.992, P = .027). Our study results indicate that only specific types of FGFs and FGFRs may have a causal relationship with BC. Th research provides a new perspective on the mechanisms of action of different types of FGFs and FGFRs in BC, and offers potential genetic support for personalized medicine and precision therapy.

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Journal
Medicine
Published
2025-08-15
DOI
https://doi.org/10.1097/md.0000000000043876
Primary Topic
Genetic Associations and Epidemiology
Type
article
Field-Weighted Citation Impact
0.00

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article

Causal associations between fibroblast growth factors and breast cancer: Evidence from 2-sample Mendelian randomization analysis

Fubin Feng, Linqi Song, Yan Yao, Huayao Li et al.
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Medicine
Genetic Associations and Epidemiology
article

Causal associations between fibroblast growth factors and breast cancer: Evidence from 2-sample Mendelian randomization analysis

Fubin Feng, Linqi Song, Yan Yao, Huayao Li, Changgang Sun, Mengxuan Sun
article en

Abstract

Previous studies have suggested a potential association between fibroblast growth factors (FGFs) and breast cancer (BC), but the evidence for the relationship between specific FGFs with BC is limited and controversial. To explore the interactions between 13 FGFs and 3 fibroblast growth factor receptors (FGFRs) with BC and its subtypes (ER+ and ER-), we conducted a Mendelian randomization (MR) analysis based on genome-wide association study summary statistics of European ancestry. Several techniques were used to ensure the stability of the causal effect, such as inverse-variance weighting, weighted median, MR-Egger regression, and Mendelian Randomization Pleiotropy Residual Sum and Outlier. Heterogeneity was assessed by calculating the Cochran's Q value. The inverse-variance weighting analysis showed that for overall BC, FGF20 showed a genetically protective effect (odds ratio [OR] 0.996, 95% CI: 0.993-1.000, P = .027), FGF4 can genetically promote the risk of BC (OR 1.004, 95% CI: 1.001-1.007, P = .013). FGF1 (OR 1.055, 95% CI: 1.005-1.107, P = .029) and FGF7 (OR 1.068, 95% CI: 1.007-1.133, P = .028) were consistently associated with increased risk of ER+ BC, however FGF20 (OR 0.959, 95% CI: 0.920-0.999, P = .046) decreased the risk of ER+ BC. FGF23 (OR 1.077, 95% CI: 1.003-1.158, P = .042) promote the risk of ER- BC. In the reverse MR study, ER+ BC tended to exhibit elevated levels of FGF7 (OR 1.072, 95% CI: 1.004-1.144, P = .037) and decreased levels of FGFR2 (OR 0.930, 95% CI: 0.872-0.992, P = .027). Our study results indicate that only specific types of FGFs and FGFRs may have a causal relationship with BC. Th research provides a new perspective on the mechanisms of action of different types of FGFs and FGFRs in BC, and offers potential genetic support for personalized medicine and precision therapy.

MedicineVol. 104(33)
Qingdao University (CN), Shandong University of Traditional Chinese Medicine (CN), Weifang Chinese Medicine Hospital (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 77%
Genetic Associations and Epidemiology
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