Small interfering RNA (siRNA)-based therapeutics have the potential to treat a series of hereditary and acquired diseases. However, one serious obstacle for siRNA therapy is the lack of an efficient strategy to transport the siRNA to the targeted organ/cell with minimal toxicity. To take advantage of the good biocompatibility and degradability of natural polymers, and to understand how the peptide sequence affects the properties of the vector, four biomimetic vectors (D10-K3H7, D10-R3H7, D20-K3H7, and D20-R3H7) were designed and synthesized by conjugating the peptide (K3H7 or R3H7) and dextran with a molecular weight of 10 or 20 kDa. Taking the commercial cellular transfection reagent Lipofectime RNAiMAX as a control, dextran-peptide/siRNA complexes exhibited smaller particle sizes, lower ζ potentials, and lower toxicity with the same value of N/P ratio. To evaluate the potential of this system for therapeutics, siRNA targeting the mRNA of the PCSK9 gene was chosen as a gene drug model to knock down the PCSK9 expression in the HepG2 cell line. Dextran-peptide/siRNA complexes exhibit a more consistent and higher knockdown efficiency than Lipofectamine RNAiMAX/PCSK9 siRNA complexes in a medium with 20% fetal bovine serum (FBS). D20-R3H7/PCSK9 siRNA complexes could knock down the level of PCSK9 mRNA by 85.2%, and they demonstrated a higher efficiency than Lipofectamine RNAiMAX, having 70.5% knockdown in the medium with 20% FBS at the PCSK9 siRNA concentration of 100 nM. These results suggest that the dextran-peptide-based vector has more efficient therapeutic agent properties for a siRNA-based drug transporter.