The volume shrinkage of polymethyl methacrylate (PMMA) bone cement has been solved by the expandable additives. However, the water absorption and swelling capacity of composite were not maximized as the rapid solidification of the cement and the poor connectivity of the additives in the matrix. In this study, the double-bridged structure was constructed in PMMA-based bone cement. Poly(methyl methacrylate-acrylic acid)-graphene oxide [P(MMA-AA)-GO] was synthesized by the dispersion polymerization, graphene oxide (GO) with sheet layer formed a bridging effect between the poly(methyl methacrylate-acrylic acid) [P(MMA-AA)], accelerating water absorption; hydroxyethyl methacrylate in the liquid formed capillary networks, which bridged all the expansion units, increasing the pathways of water transfer in the matrix. The double-bridged structure in the composite synergistically accelerated water absorption and swelling, causing complete water absorption and swelling performance before solidification, with maximum water absorption and swelling ratios of 125.2 ± 3.2% and 115.2 ± 4.7%, respectively. Surprisingly, the compressive strength of the composite had also been improved, and the maximum value was 78.3 ± 3.2 MPa, which satisfied the minimum compressive strength of acrylic implants in ISO 5833-2002 and ASTM F451-2016. This biomaterial exhibited a promising application prospect as its excellent expansion capacity and mechanical properties. K E Y W O R D S double-bridged structure, PMMA bone cement, solidification time, water absorption and expansion, water absorption rate 1 | INTRODUCTION Polymethyl methacrylate (PMMA) bone cement, as a rapid molding bone repair material, has been widely used in the clinical range of prosthetic joint fixation and repair of bone defects. 1-5 The molecular rearrangement occurring during polymerization produced a volumetric shrinkage of PMMA bone cement. 6-8 To address this problem, previous studies have focused on controlling the number of hydroxyl groups and the threedimensional network structure in the additives of the bone cement to eliminate shrinkage and impart swelling properties to the matrix. 9-13 However, the following problems have been found in the study of expandable bone cement: (a) The swelling capacity of expandable PMMA bone cement is considered to be not fully utilized as the