Genomic profiling has emerged as a pivotal tool in the management of solid tumors, enabling personalized treatment strategies based on individual genetic alterations. The study by Achom highlights the genetic underpinnings of Xp11 translocation renal cell carcinoma (tRCC), revealing that female-specific translocations contribute to the observed female predominance in this cancer type (ref: Achom doi.org/10.1016/j.cell.2024.07.038/). In a different context, the ESMO recommendations by van de Haar emphasize the importance of structured genomic reports to enhance clinician understanding and improve patient outcomes in solid cancers (ref: van de Haar doi.org/10.1016/j.annonc.2024.06.018/). Furthermore, the systematic identification of minor histocompatibility antigens by Cieri provides a framework for predicting outcomes in allogeneic hematopoietic cell transplantation, underscoring the relevance of genetic factors in therapeutic efficacy (ref: Cieri doi.org/10.1038/s41587-024-02348-3/). These studies collectively illustrate the critical role of genomic insights in tailoring cancer therapies and improving prognostic accuracy. In addition to these findings, the ESMO Tumour-Agnostic Classifier and Screener (ETAC-S) developed by Westphalen aims to establish minimum requirements for assessing the tumor-agnostic potential of therapies, which could streamline drug development processes (ref: Westphalen doi.org/10.1016/j.annonc.2024.07.730/). The efficacy of odronextamab, a bispecific antibody targeting CD20 and CD3 in relapsed follicular lymphoma, further exemplifies the application of precision medicine, demonstrating significant clinical activity in a challenging patient population (ref: Kim doi.org/10.1016/j.annonc.2024.08.2239/). Overall, these studies underscore the transformative impact of genomic profiling on cancer treatment paradigms, highlighting both the challenges and advancements in the field.