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Through the creation and characterization of novel poly (L-lactic acid) (PLLA)-based nanocomposites containing graphene oxide (GO), nanocrystalline hydroxyapatite (nano-HAP), and nickel oxide (NiO) nanoparticles, this study seeks to improve the performance of bone tissue scaffolds. Utilizing a casting procedure to create nanocomposites, wet chemical methods were used to synthesize nano-HAP. X-ray diffraction, transmission electron microscopy, and Fourier transform infrared spectroscopy were used to characterize the materials. The nanocomposite comprising 5 % GO + 5 % NiO + 10 % nano-HAP showed a 110 % increase in tensile modulus, a 38 % increase in extension, and a 29 % increase in load-bearing capacity compared to plain PLLA. The results showed a considerable increase in mechanical strength. On the surfaces of the nanocomposite, osteoblast adhesion and proliferation increased by 185 %, according to biological tests. Studies on degradation revealed regulated rates that matched bones' natural mending process while preserving a pH environment that was steady. According to these results, adding nanostructures to PLLA scaffolds improves their mechanical and biological properties considerably, which may lead to therapeutic uses in bone tissue engineering in the future.