In conclusion, we explored the dynamic genomic changes in ctDNA in advanced NSCLC patients received chemotherapy, the results demonstrated the potential predictive role of mutation burden and a subset of genes, and underscored the need for additional studies to further assess the biological mechanisms of MAPK and PI3K/MTOR pathway in chemotherapy. The gene discussed is MTOR; the disease is non-small cell lung carcinoma.