Some of the challenges include the complexity of biological networks, the high dimensionality of omics data, and the need for high-quality data. Additionally, the heterogeneity of cancer types and the dynamic nature of biological systems add another layer of complexity. Accurate data integration and effective noise reduction are crucial for reliable module detection.