# Reply: Time‐Related Biases in Observational Studies of GLP‐1 Agonists and Cancer Risk

**Authors:** Zhiyuan Cheng, Jiesheng Lin, Dongfeng Gu, Fengchao Liang

PMC · DOI: 10.1111/1753-0407.70203 · Journal of Diabetes · 2026-03-08

## Full-text entities

- **Genes:** GLP1R (glucagon like peptide 1 receptor) [NCBI Gene 2740] {aka GLP-1, GLP-1-R, GLP-1R}
- **Diseases:** thyroid cancer (MESH:D013964), Cancer (MESH:D009369), pancreatitis (MESH:D010195), kidney issues (MESH:D007674), thyroid disorders (MESH:D013959), type 2 diabetes (MESH:D003924)
- **Chemicals:** GLP-1RAs (-), metformin (MESH:D008687)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

4 references — full list in the complete paper: https://tomesphere.com/paper/PMC12967868/full.md

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Source: https://tomesphere.com/paper/PMC12967868