The gut microbiome has emerged as a critical factor influencing the efficacy of cancer immunotherapy, particularly immune checkpoint inhibitors (ICIs). Recent studies have highlighted the potential of using the ecological topology of gut microbiota as a biomarker for predicting patient responses to ICIs. Derosa et al. developed a scoring system, termed TOPOSCORE, which integrates the quantification of Akkermansia species to assess the microbiome's ecological structure. This scoring method was validated in a cohort of 254 non-small cell lung cancer (NSCLC) patients and 216 genitourinary cancer patients, demonstrating its predictive power for immunotherapy outcomes (ref: Derosa doi.org/10.1016/j.cell.2024.05.029/). Additionally, Ning et al. emphasized the heterogeneity of previous studies on gut microbiome biomarkers, suggesting that the ecological topology approach could standardize predictions of immunotherapy efficacy (ref: Ning doi.org/10.1016/j.cell.2024.04.044/). Together, these findings underscore the gut microbiome's role as a next-generation biomarker in cancer immunotherapy, paving the way for personalized treatment strategies based on microbiome profiling.