September 16, 2025MedicineOpen Access

Machine learning identified EPHB2 and TOP2A as key genes linking systemic lupus erythematosus to colorectal cancer

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Analysis reveals EPHB2 and TOP2A as key genes, connecting systemic lupus erythematosus with colorectal cancer, suggesting new diagnostic targets.

Identifying key genes linking systemic lupus erythematosus with colorectal cancer enhances understanding of disease mechanisms.
EPHB2 and TOP2A, emerging as vital genes, were overexpressed in both diseases, indicating their involvement in inflammation and cancer.
Machine learning, gene expression analysis, and network approaches uncovered shared genetic signatures between SLE and CRC.
Future research aims to validate findings and better understand the molecular mechanisms involved in SLE and CRC.

Tian et al. (2025) studied this question.

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Analysis reveals EPHB2 and TOP2A as key genes, connecting systemic lupus erythematosus with colorectal cancer, suggesting new diagnostic targets.