Persistent infection with high-risk human papillomavirus (HPV) types can lead to the development of cancer in HPV-infected tissues, including the cervix, oropharynx, anus, penis, vagina, and vulva. While current HPV vaccines cover approximately 90 % of cervical cancers, nearly 10 % of cases associated with HPV types not included in the vaccines remain unaddressed, notably HPV59. This study describes the development of a chimeric virus-like particle (VLP) targeting HPV18/45/59, proposed as a vaccine candidate for high-risk HPV type (HPV59) currently lacking commercial vaccines. Given that the majority of neutralizing antibody epitopes are located on the surface loops, we engineered a strategic swap of these loops between the closely related HPV18 and HPV45. This methodology was then extended to incorporate surface loops of HPV59, resulting in the lead candidate construct of the H18-45BCEF-59HI chimeric VLP with two surface loops swapping from HPV45 to HPV18. Characterization confirmed that H18-45BCEF-59HI closely resembled the wild-type (WT) backbone types in particle size and morphology, as verified by Transmission Electron Microscopy (TEM), High-Performance Size-Exclusion Chromatography (HPSEC), and Analytical Ultracentrifugation (AUC), and demonstrated similar thermal stability as evidenced by Differential Scanning Calorimetry (DSC). Immunization studies in mice with the chimeric VLPs assessed their immunogenicity, revealing that the H18-45EF-59HI chimeric VLP exhibited optimal cross-neutralization. Additionally, when produced in a Good Manufacturing Practice (GMP)-like facility, the H18-45BCEF-59HI VLP was selected as a promising vaccine candidate for the prevention of HPV18/45/59 infection. This study not only offers a potential solution to the current vaccination gap but also provides a foundational approach for the design of vaccines targeting viruses with multiple subtypes or variants.