The result revealed that while single-modality approaches exhibited limited sensitivity for low-TF samples, multimodal integration substantially improved TF detection accuracy, providing compelling theoretical support for implementing multi-omics strategies in cancer diagnostics (Chen et al., 2025). The gene discussed is TF; the disease is cancer.