Mendelian randomization reveals limited causal effects of genetic variants on cervical cancer risk: insights from immune cell populations
Abstract Background Cervical cancer remains a significant global health concern, with immune system regulation potentially playing a crucial role in disease development. This study investigates potential causal relationships between genetic variants associated with immune cell populations and cervic...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2025-05-01
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| Series: | Discover Oncology |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s12672-025-02819-2 |
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| Summary: | Abstract Background Cervical cancer remains a significant global health concern, with immune system regulation potentially playing a crucial role in disease development. This study investigates potential causal relationships between genetic variants associated with immune cell populations and cervical cancer risk. Methods We employed multiple Mendelian randomization (MR) approaches inverse-variance weighted, MR-Egger, simple median, and weighted median methods to evaluate genetic instrumental variables linked to various T-cell and B-cell subtypes. Differential gene expression was analyzed using single-cell RNA sequencing, while forest plots, scatter plots, and funnel plots facilitated comprehensive MR analysis. Results Forest plots consistently demonstrated odds ratios clustered tightly around 1.000 (range: 0.998–1.001), despite some variants reaching statistical significance (p < 0.05). MR analysis of CD69 + LGALS3A + regulatory T-cells, CD8 + T-cell populations, and CD20 + B-cells revealed only weak associations with cervical cancer susceptibility. Comparative analysis across different MR methodologies produced consistent results with minimal horizontal pleiotropy bias. Conclusion While immune cell genetic factors may contribute to cervical cancer development, their causal effects appear modest. These findings suggest that genetic predisposition through immune cell regulation likely plays a supplementary rather than primary role in cervical cancer pathogenesis. |
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| ISSN: | 2730-6011 |