Objective To investigate the regulatory effects of SHP2 inhibition on the secretion of macrophage-associated inflammatory factors in KRAS-mutant lung cancer cells and to elucidate the underlying mechanisms by which this inhibition remodels the tumor immune microenvironment. Methods Three KRAS-mutant lung cancer cell lines were treated with the SHP2 inhibitor SHP099. The levels of phosphorylated SHP2 and ERK were assessed by Western blot. The expression levels of related inflammatory factors were analyzed using Luminex assay and qRT-PCR assay. Transcriptome sequencing was performed to identify differentially expressed genes and conduct KEGG pathway enrichment analysis. The expression of CXCL8 was validated by flow cytometry and Western blot. Survival analysis and gene set correlation analysis were conducted based on the TCGA database. Results SHP099 significantly inhibited the expression of p-SHP2 and p-ERK proteins, and reduced the secretion of multiple macrophage-related inflammatory factors. qRT-PCR confirmed a decrease in CXCL8 mRNA levels. Transcriptome analysis revealed significant enrichment of the rheumatoid arthritis pathway. Flow cytometry and Western blot validated a significant reduction in CXCL8 protein expression. Survival analysis showed that patients with KRAS-mutant lung adenocarcinoma and high CXCL8 expression had a shorter overall survival, and CXCL8 was positively correlated with M2 macrophage marker genes. Conclusion Targeted inhibition of SHP2 can suppress the expression of some macrophage-related inflammatory factors in KRAS-mutant lung cancer cells, with the most significant inhibition of CXCL8 expression. The mechanism may involve SHP2 regulating the transcription factor AP-1.