Colon cancer is the leading cause of cancer-related deaths worldwide. MicroRNAs (miRNAs) are key regulators of gene expression, often dysregulated in colon cancer. This study aims to elucidate the therapeutic role of miR-1345p as a tumor suppressor miRNA in colon cancer cells. We analyzed miRNA expression profiles in primary and metastatic colon cancer cells. The clinical significance of miR-134-5p was evaluated using the TCGA database. Bioinformatics tools (HADDOCK) predicted miRNA-mRNA interactions and the molecular docking of miRNAmRNA-AGO2 complexes. Luciferase reporter assays, cell proliferation, immunofluorescence, colony forming unit assays, and qRT-PCR analysis assessed miR-134-5p effects on KRAS, PIK3CA, and downstream signaling pathways in primary and metastatic colon cancer cells. miR-134-5p was downregulated in colon cancer cells. Bioinformatics analysis suggested KRAS, PIK3CA, EGFR, and HDAC5 as potential targets. HADDOCK analysis revealed strong binding affinity and structural stability between KRAS, PIK3CA, miR-134-5p, and AGO2. Genereporter assays confirmed miR-134-5p-mediated degradation of KRAS and PIK3CA. miR-134-5p transfection reduced KRAS and PI3K protein levels, suppressed EGFR/RTK signaling and its downstream targets, and inhibited HDAC expression, ultimately reducing colon cancer cell proliferation. The results of this study confirm that miR-134-5p acts as a potential tumor suppressor miRNA in colon cancer cells by inhibiting KRAS and PI3K expression through AGO2-mediated gene silencing. It deregulates downstream EGFR signaling and HDACs, thereby reducing colon cancer cell proliferation. These findings highlight miR-134-5p as a promising therapeutic target for miRNA-mediated anticancer therapy.