The challenges include the heterogeneity of complex diseases, the dynamic nature of biological systems, potential off-target effects leading to adverse reactions, and drug resistance due to genetic mutations. Additionally, the intricate interplay of multiple signaling pathways can complicate the specificity and efficacy of targeted therapies.