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

**Authors:** Fei Lu

PMC · DOI: 10.1111/1753-0407.70202 · Journal of Diabetes · 2026-03-08

## Full-text entities

- **Genes:** INS (insulin) [NCBI Gene 3630] {aka IDDM, IDDM1, IDDM2, ILPR, IRDN, MODY10}, GLP1R (glucagon like peptide 1 receptor) [NCBI Gene 2740] {aka GLP-1, GLP-1-R, GLP-1R}
- **Diseases:** diabetes (MESH:D003920), Cancer (MESH:D009369), type 2 diabetes (MESH:D003924)
- **Chemicals:** GLP-1RA (-), metformin (MESH:D008687), glucose (MESH:D005947)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

6 references — full list in the complete paper: https://tomesphere.com/paper/PMC12967869/full.md

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Source: https://tomesphere.com/paper/PMC12967869