Recent advancements in genomic and molecular profiling have significantly enhanced our understanding of cancer progression and treatment resistance. A pivotal study developed Arc-well, a high-throughput single-cell DNA-sequencing method compatible with formalin-fixed paraffin-embedded (FFPE) materials, which revealed persistent subclones during the progression of ductal carcinoma in situ (DCIS) to invasive breast cancer (ref: Wang doi.org/10.1016/j.cell.2023.07.024/). This method addresses previous challenges in genomic profiling, allowing for a more nuanced understanding of tumor evolution. In another study, a multi-omics pan-cancer analysis identified significant cis- and trans-effects of cancer driver events, linking genetic aberrations to altered protein interaction networks and suggesting that most cancer genes converge towards similar molecular states characterized by specific kinase activity profiles (ref: Li doi.org/10.1016/j.cell.2023.07.014/). Furthermore, a proteogenomic analysis of high-grade serous ovarian cancer (HGSOC) identified a 64-protein signature that predicts chemotherapy resistance, highlighting the importance of molecular characterization in guiding treatment decisions (ref: Chowdhury doi.org/10.1016/j.cell.2023.07.004/). These studies collectively underscore the critical role of genomic profiling in elucidating cancer mechanisms and informing therapeutic strategies.