Microsatellite instability (MSI) is closely related to the prognosis and therapy response of colon cancer. Colon cancer patients with MSI show resistance to 5-Fluorouracil (5-FU) but sensitivity to immunosuppressive checkpoint inhibitors (ICIs). The relevant mechanism behind the opposite response remains unclear. Multi-omics research data of colon cancer patients were acquired from The Cancer Genome Atlas (TCGA) database, GEO database, and DAFI dataset. Transcriptome data were normalized to gene expression data through the R software package ?Limma?. Somatic mutations data were analyzed and visualized through the R software package ?maftools?. CIBERSORT algorithm was used to estimate the relative proportion of 22 infiltrating immune cell types. We demonstrated MSI patients showed both overexpressed immune checkpoints (mRNA level) and activated tumor-infiltrating lymphocytes (TILs), which may explain the satisfying response of ICIs. The additionally, we also demonstrated MSI promoted the mRNA expression of thymidylate synthase (TYMS) through regulating its copy number variation. As a main target of 5-FU, overexpressed TYMS promoted the resistance of 5-FU. Furthermore, we demonstrated MSI patients showed significantly increased somatic mutations compared with microsatellite stability (MSS) patients, except APC, TP53, and KRAS mutations. The substitutions and location of somatic mutations in different genes were at variance between MSS and MSI patients. In conclusion, our research determined mechanisms of MSI associated treatment response, and may provide potential value for improving the survival of colon cancer