Efficient gene delivery to specific tissues, such as inflammatory and cancerous tissues, is currently a major concern in disease treatment. The human transferrin receptor (hTR) has been detected in the synovium and fibroblast-like synoviocytes (FLS), which raises the possibility that expression of hTR is associated with the pathogenesis of rheumatoid arthritis (RA). To investigate whether the hTR is a useful target for gene transduction into the FLS of RA patients, recombinant adenoviruses with wildtype fiber (AdLac) and transferrin peptide-tagged fiber (Tf-AdLac) were used. The hTR expression level in FLS was notably increased by basic fibroblast growth factor (bFGF). Gene transduction to FLS was significantly higher by the hTR-targeted adenovirus than by the AdLac adenovirus, and treatment of the FLS with bFGF resulted in increased gene transduction by Tf-AdLac. Taken together, these data support Tf-AdLac as a new strategy for gene transduction in the treatment of RA patients.