Genetic variation in targets of granulocyte colony-stimulating factor drugs and 14 cancers risk: A Mendelian randomization study

Previous studies suggest that granulocyte colony-stimulating factor (G-CSF) drugs may increase the risk of certain cancers, but findings remain controversial. We employed a drug-target Mendelian randomization approach to investigate the causal relationship between G-CSF and 14 cancer types. The target gene of G-CSF drugs was sourced from the DrugBank database. Expression quantitative trait loci data for the target gene (CSF3R) were obtained from the expression quantitative trait loci Gen Consortium. Genome-wide association study data for the 14 cancers were retrieved from the FinnGen dataset. A Bonferroni correction was applied for multiple testing (P < .0036). Analyses were performed using the inverse variance weighted, Mendelian randomization-Egger, weighted median, weighted mode, and simple mode methods. Heterogeneity was assessed using Cochran Q test, and sensitivity analyses were conducted to verify the reliability of the findings. Inverse variance weighted analysis revealed a significant association between genetically proxied G-CSF exposure and an increased risk of lung squamous cell carcinoma (LUSC) [odds ratio: 1.61, 95% confidence interval: 1.20-2.17, P = 1.51 × 10-3] and a potential association with estrogen receptor-negative breast cancer (odds ratio: 1.26, 95% confidence interval: 1.06-1.50, P = 7.31 × 10-3). The association with LUSC remained significant after multiple testing correction. No statistically significant associations were found with the other 12 cancers. Sensitivity analyses indicated no evidence of heterogeneity or pleiotropy. While these results suggest a potential causal role of G-CSF in the development of LUSC and possibly estrogen receptor-negative breast cancer, their clinical implications (particularly regarding long-term G-CSF use) should be interpreted with caution. Further validation in large-scale prospective studies and diverse populations is essential before any clinical recommendations can be made. Our findings highlight the need for continued investigation into the long-term safety profiles of G-CSF and may contribute to a more nuanced understanding of its risk-benefit balance in specific clinical contexts.

Authors

Institutions

Publication Details

Journal
Medicine
Published
2025-10-24
DOI
https://doi.org/10.1097/md.0000000000045485
Primary Topic
Genetic factors in colorectal cancer
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Genetic variation in targets of granulocyte colony-stimulating factor drugs and 14 cancers risk: A Mendelian randomization study

Yan Song, Xuefei Yang, Junhua Guo, Heran Zhou et al.
Medicine
Genetic factors in colorectal cancer
article

Genetic variation in targets of granulocyte colony-stimulating factor drugs and 14 cancers risk: A Mendelian randomization study

Yan Song, Xuefei Yang, Junhua Guo, Heran Zhou, Ting Huang
article en

Abstract

Previous studies suggest that granulocyte colony-stimulating factor (G-CSF) drugs may increase the risk of certain cancers, but findings remain controversial. We employed a drug-target Mendelian randomization approach to investigate the causal relationship between G-CSF and 14 cancer types. The target gene of G-CSF drugs was sourced from the DrugBank database. Expression quantitative trait loci data for the target gene (CSF3R) were obtained from the expression quantitative trait loci Gen Consortium. Genome-wide association study data for the 14 cancers were retrieved from the FinnGen dataset. A Bonferroni correction was applied for multiple testing (P < .0036). Analyses were performed using the inverse variance weighted, Mendelian randomization-Egger, weighted median, weighted mode, and simple mode methods. Heterogeneity was assessed using Cochran Q test, and sensitivity analyses were conducted to verify the reliability of the findings. Inverse variance weighted analysis revealed a significant association between genetically proxied G-CSF exposure and an increased risk of lung squamous cell carcinoma (LUSC) [odds ratio: 1.61, 95% confidence interval: 1.20-2.17, P = 1.51 × 10-3] and a potential association with estrogen receptor-negative breast cancer (odds ratio: 1.26, 95% confidence interval: 1.06-1.50, P = 7.31 × 10-3). The association with LUSC remained significant after multiple testing correction. No statistically significant associations were found with the other 12 cancers. Sensitivity analyses indicated no evidence of heterogeneity or pleiotropy. While these results suggest a potential causal role of G-CSF in the development of LUSC and possibly estrogen receptor-negative breast cancer, their clinical implications (particularly regarding long-term G-CSF use) should be interpreted with caution. Further validation in large-scale prospective studies and diverse populations is essential before any clinical recommendations can be made. Our findings highlight the need for continued investigation into the long-term safety profiles of G-CSF and may contribute to a more nuanced understanding of its risk-benefit balance in specific clinical contexts.

MedicineVol. 104(43)
Zhejiang Chinese Medical University (CN)
Openalex Percentile: Top 57%
Genetic factors in colorectal cancer
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.