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A multifaceted coating on titanium dictates osteoimmunomodulation and osteo/angio-genesis towards ameliorative osseointegration
Open accessAbstract
A multifaceted coating for hard tissue implants, with favorable osteogenesis, angiogenesis, and osteoimmunomodulation abilities, would be of great value since it could improve osseointegration and alleviate prosthesis loosening. However, to date there are few coatings that fully satisfy these criteria. Herein we describe a microporous TiO 2 coating decorated with hydroxyapatite (HA) nanoparticles that is generated by micro-arc oxidation of pure titanium (Ti) and followed annealing. By altering the annealing temperature, it is possible to simultaneously tune the coating's physical (morphology and wettability) and chemical (composites and crystallinity) properties. A coating produced with micro-arc oxidization (MAO) with an annealing temperature of 650 °C (MAO-650) exhibits numerous favorable physicochemical properties, such as hybrid micro-nano morphology, superhydrophilicity, and highly crystalline HA nanoparticles. In vitro experiments reveal that the MAO-650 coating not only supports proliferation and differentiation of both osteoblasts and endothelial cells, but also inhibits the inflammatory response of macrophages and enables a favorable osteoimmunomodulation to facilitate osteo/angio-genesis. In vivo evaluation mirrors these results, and shows that the MAO-650 coating results in ameliorative osseointegration when compared with the pristine MAO coating. These data highlight the profound effect of surface physicochemical properties on the regulation of osteo/angio-genesis and osteoimmunomodulation in the enhancement of osseointegration.
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Citations
Cites
Osteoclast differentiation and activation
Boyle, W. J., Simonet, W. S., & Lacey, D. L. (2003) · Nature · doi:10.1038/nature01658 · Cited by 6,670 · cited 1×
“Additionally, the conditioned medium fromMFs cultured onMAO450 improves the expression of OPG, which is a decoy receptor for receptor activator of NF-kB ligand (RANKL), exerts a critical role in preventing bone resorption [66].”
BackgroundA role for mitochondria in nlrp3 inflammasome activation
Zhou, R., Yazdi, A. S., Menu, P., & Tschopp, J. (2011) · Nature · doi:10.1038/nature09663 · Cited by 5,602
Smad-dependent and Smad-independent pathways in TGF-β family signalling
Derynck, R., & Zhang, Y. E. (2003) · Nature · doi:10.1038/nature02006 · Cited by 5,498
Molecular mechanisms and clinical applications of angiogenesis
Carmeliet, P., & Jain, R. K. (2011) · Nature · doi:10.1038/nature10144 · Cited by 5,467
Anatase TiO2 single crystals with a large percentage of reactive facets
Yang, H. G., Sun, C., Qiao, S., Zou, J., Liu, G., Smith, S. C., Cheng, H., & Lu, G. Q. (2008) · Nature · doi:10.1038/nature06964 · Cited by 4,129
Macrophage plasticity and interaction with lymphocyte subsets: cancer as a paradigm
Biswas, S. K., & Mantovani, A. (2010) · Nature Immunology · doi:10.1038/ni.1937 · Cited by 3,840
Nakashima, K., Zhou, X., Kunkel, G., Zhang, Z., Deng, J. M., Behringer, R. R., & de Crombrugghe, B. (2002) · Cell · doi:10.1016/s0092-8674(01)00622-5 · Cited by 3,608
Angiogenesis in life, disease and medicine
Carmeliet, P. (2005) · Nature · doi:10.1038/nature04478 · Cited by 3,551
Third-Generation Biomedical Materials
Hench, L. L., & Polak, J. M. (2002) · Science · doi:10.1126/science.1067404 · Cited by 2,794
Exploring and Engineering the Cell Surface Interface
Stevens, M. M., & George, J. H. (2005) · Science · doi:10.1126/science.1106587 · Cited by 2,607
Flagged first, then by citations
Research works printed but not linked: 1
- Boyle, 2003, Osteoclast differentiation and activation, Nature, 423, 337, 10.1038/nature01658 · DOI · Paper page
Cited by
Sorted by citations
Items 201–265 of 265
Exosomes derived from magnesium ion—stimulated macrophages inhibit angiogenesis
Hang, R., Tian, X., Qu, G., Zhao, Y., Yao, R., Zhang, Y., Wei, W., Yao, X., & Chu, P. K.-H. (2022) · Biomedical Materials · doi:10.1088/1748-605x/ac6b03 · Cited by 10
Self-citationImplant surface modification strategies through antibacterial and bioactive components
Dharmayanti, A. W. S., Dubey, R., Dubey, N. K., & Deng, W. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-816897-4.00026-6 · Cited by 10
Liu, S., Gao, M. H., Liu, N., Li, R., Zhang, Z., Yao, Y., Wang, W., Tan, L., & Zhang, N. (2024) · ACS Omega · doi:10.1021/acsomega.4c07635 · Cited by 9
Self-citationOsteogenic activity of a micro/nano hierarchical nano-hydroxyapatite coating on zirconium alloy
Xu, X., Sun, X., Tian, Y., Zhang, L., & Liu, L. (2023) · Materials Characterization · doi:10.1016/j.matchar.2023.113356 · Cited by 9
Bai, L., Chen, P., Tang, B., Hang, R., & Xiao, Y. (2021) · Nanomaterials · doi:10.3390/nano11030674 · Cited by 9
Self-citationChen, M., Hu, Y., Hou, Y., Sun, Y., Chen, M., Li, M., Tan, L., Luo, Z. Y., & Cai, K. (2021) · Applied Materials Today · doi:10.1016/j.apmt.2021.101059 · Cited by 9
Well ordered-microstructure bioceramics
Li, T., Han, F., Xue, J., Ma, H., Wang, Y., Zhuang, M., Ren, D., Wang, L., Chang, J., & Wu, C. (2021) · Applied Materials Today · doi:10.1016/j.apmt.2021.101194 · Cited by 9
Cui, J., Yang, Y., Chen, P., Hang, R., Xiao, Y., Liu, X., Zhang, L., Sun, H., & Bai, L. (2022) · International Journal of Molecular Sciences · doi:10.3390/ijms23084212 · Cited by 11
Self-citationHuang, J., Huang, Z., Yao, D., Wu, C., Cheng, Y., & Wu, F. (2019) · Journal of Crystal Growth · doi:10.1016/j.jcrysgro.2019.02.021 · Cited by 9
Rapid formation of 3D : Decellularized extracellular matrix spheroids for enhancing bone formation
Zhang, Y., Feng, Y., Shao, Q., Jiang, Z., & Yang, G. (2022) · Journal of Biomedical Materials Research Part A · doi:10.1002/jbm.a.37471 · Cited by 8
Liang, L., Yin, Y., Guo, Z., Liu, T., Ouyang, Z., Zhou, J., Xiao, J. R., Zhao, L., & Wu, H. P. (2022) · Colloids and Surfaces B Biointerfaces · doi:10.1016/j.colsurfb.2022.113066 · Cited by 8
Li, K., Geng, W., Zhao, W., Huang, K., Lu, Q., Tao, B., Chen, S., Yan, C., Jiang, D., & Guo, A. (2024) · Chemical Engineering Journal · doi:10.1016/j.cej.2024.154522 · Cited by 8
Yang, C., Wang, Z., Huang, K., Weng, J., Wang, J., Zhou, J., & Feng, B. (2020) · Colloids and Surfaces B Biointerfaces · doi:10.1016/j.colsurfb.2020.111199 · Cited by 8
Liu, Z., Xiao, K.-W., Hou, Z., Yan, F., Chen, Y., & Cai, L. (2020) · International Journal of Nanomedicine · doi:10.2147/ijn.s266247 · Cited by 8
Wei, W., Liu, Y., Yao, X., & Hang, R. (2020) · Surface and Coatings Technology · doi:10.1016/j.surfcoat.2020.125907 · Cited by 8
Self-citationLiu, J., Hanson, A., Yin, W., Wu, Q., Wauthier, E., Diao, J., Dinh, T., Macdonald, J., Li, R., Terajima, M., et al. (2025) · Bioactive Materials · doi:10.1016/j.bioactmat.2024.09.029 · Cited by 9
“This enhancement is likely due to the activation of eNOS following the inoculation of endothelial cells onto the scaffold and their subsequent contact with the ECM, initiating a series of reactions that result in increased NO secretion [47,48].”
BackgroundTian, Y., Song, Y., Lan, S., Geng, R., Wang, M., Li, S., Han, J., Bai, H., Hong, G., & Li, Y. (2024) · Coatings · doi:10.3390/coatings14111460 · Cited by 7
Osseointegration-Related Exosomes for Surface Functionalization of Titanium Implants
Li, B., Chen, H., & Hang, R. (2024) · Biomaterials Research · doi:10.34133/bmr.0124 · Cited by 7
Self-citationWu, H. P., Duan, Z., Liang, L., Li, S., Wang, Q., Liu, J., Kanwal, A., Wang, B., Wen, C., & Bo, L. (2025) · Surface and Coatings Technology · doi:10.1016/j.surfcoat.2025.132121 · Cited by 7
Ge, Y., Zhai, N.-S., Liu, C.-J., Wang, X., Yang, G., Yang, L., Shu, L.-Y., & Sun, H. (2025) · Journal of Nanobiotechnology · doi:10.1186/s12951-025-03791-3 · Cited by 7
Ding, C., Lv, H., Huang, S., Hu, M., Liao, Y., Meng, X., Gao, M., Chen, H., Feng, X., & Wu, Z. (2024) · ACS Biomaterials Science & Engineering · doi:10.1021/acsbiomaterials.4c00081 · Cited by 7
Cell responses to titanium and titanium alloys
Mutreja, I., Ye, Z., & Aparicio, C. (2020) · Elsevier eBooks · doi:10.1016/b978-0-08-102967-1.00020-7 · Cited by 7
Xu, X., Sun, X., Tan, X., Xue, R., Zhang, L., & Liu, L. (2022) · Applied Surface Science · doi:10.1016/j.apsusc.2022.154465 · Cited by 7
Dong, R., Wei, J., Tian, S., Wang, J., Yu, M., Li, Y., Liu, R., & Liu, Y. (2024) · Phytomedicine · doi:10.1016/j.phymed.2024.155572 · Cited by 7
Self-citationXiao, L., Gao, W., Wu, J., Erezuma, I., Dolatshahi‐Pirouz, A., Silva‐Correia, J., Zhou, Y., Sun, A. R., Prasadam, I., Crawford, R., et al. (2025) · Regenerative medicine and dentistry. · doi:10.53941/rmd.2025.100001 · Cited by 6
Self-citationIn situ biomimetic formation of nano‐hydroxyapatite crystals on chitosan microspheres
Huang, D., Xu, M., Niu, L., Pérez, M., Du, J., Wei, Y., Hu, Y., Lian, X., & Chen, W. (2019) · Polymers for Advanced Technologies · doi:10.1002/pat.4745 · Cited by 6
Self-citationOsteogenic activity of Na2Ti3O7/SrTiO3 hybrid coatings on titanium
Zhao, F., Zhao, Y., Liu, Y., & Hang, R. (2020) · Surface and Coatings Technology · doi:10.1016/j.surfcoat.2020.126090 · Cited by 6
Self-citationGuo, S., Yu, D., Zhao, C., Liu, W., Wang, M., Hu, B., Xu, B., Ren, L., Zhang, S., Ma, J., et al. (2025) · Materials & Design · doi:10.1016/j.matdes.2025.114453 · Cited by 5
Yu, P., Wang, R., Wang, K., Liu, H. Z., Peng, B., Huang, H., Xiang, J., Zhou, H., & Zhou, T. (2025) · Surface and Coatings Technology · doi:10.1016/j.surfcoat.2025.133133 · Cited by 5
Zhang, Y., Dai, J., Hang, R., Yao, X., Bai, L., Huang, D., & Hang, R. (2024) · Biomaterials Advances · doi:10.1016/j.bioadv.2024.213768 · Cited by 5
Self-citationHarnessing osteoimmunity to treat peri-implant inflammatory osteolysis
Chen, Z., Wang, D., Yang, R., Liu, X., Zhang, G., Lu, Q., Ma, W., & Song, Y. (2024) · Materials Advances · doi:10.1039/d3ma00733b · Cited by 5
Wang, L., Xu, C., Meng, K., Xia, Y., Zhang, Y., Lian, J., Wang, X., & Zhao, B. (2022) · ACS Biomaterials Science & Engineering · doi:10.1021/acsbiomaterials.2c00995 · Cited by 5
Rebelo, C., Castro, J. D., Alves, C. F. A., Fialho, L., & Carvalho, S. (2023) · Surface and Coatings Technology · doi:10.1016/j.surfcoat.2023.129702 · Cited by 5
Preparation and cytocompatibility of Ni-Ti-O nanospindles on NiTi alloy
Liu, S., Zhao, Y., Liu, Y., Yao, X., Han, P., Hang, R., & Zhang, J. (2019) · Materials Letters · doi:10.1016/j.matlet.2019.126697 · Cited by 5
Self-citationXi, F., Deng, C., Zhang, Z., Liu, Y., Chen, J., Wen, X., & Kang, Y. (2025) · Journal of Materials Research and Technology · doi:10.1016/j.jmrt.2025.10.120 · Cited by 4
Self-citationXu, H., Li, X., Wang, W., Zhen, L., & Zhao, B. (2025) · Tissue Engineering and Regenerative Medicine · doi:10.1007/s13770-025-00732-x · Cited by 4
The osteoimmunomodulatory effect of nanostructured TiF x /TiO x coating on osteogenesis induction
Chen, M., Hu, J., Zhang, E., Hu, J., Wang, X., & Qin, G. W. (2021) · Biomedical Materials · doi:10.1088/1748-605x/ac0863 · Cited by 4
Niu, X., Xiao, S., Huang, D., Wang, X., Cao, Y. J., Sun, X., Dunne, N., & Li, X. (2026) · Advanced Science · doi:10.1002/advs.76469 · Cited by 3
Self-citationA bone regeneration concept based on immune microenvironment regulation
Chang, J., Zhang, X., & Dai, K. (2020) · Elsevier eBooks · doi:10.1016/b978-0-12-813503-7.00003-0 · Cited by 3
Self-citationChen, M., Tao, B., Hu, Y., Li, M., Chen, M., Tan, L., Luo, Z. Y., & Cai, K. (2021) · Journal of Materials Chemistry B · doi:10.1039/d1tb00805f · Cited by 3
Chen, M., Yu, R., Mu, C., Wang, Z., Li, J., Shen, X., He, Y. D., Cai, B., & Zheng, X. (2024) · Applied Materials Today · doi:10.1016/j.apmt.2024.102401 · Cited by 3
Ming, X., Li, Q., Kong, L., Zhang, P., Pan, B., Zhang, Z., Yan, W. W., Wang, X., Xu, K., & Li, Y. (2026) · Advanced Healthcare Materials · doi:10.1002/adhm.71440 · Cited by 3
Current Perspectives on Additive Manufacturing and Titanium Surface Nanotopography in Bone Formation
Valente, M. L. D. C., Uehara, L. M., Batalha, R. L., Bolfarini, C., Bighetti‐Trevisan, R. L., Fernandes, R. R., Beloti, M. M., & dos Reis, A. C. (2025) · Journal of Biomedical Materials Research Part B Applied Biomaterials · doi:10.1002/jbm.b.35554 · Cited by 2
Immunomodulatory Biomaterials for Implant Osseointegration: Knowledge Mapping (2005–2025)
Li, Y., Liu, G., & Chen, C. (2025) · Tissue Engineering Part C Methods · doi:10.1177/19373384251406748 · Cited by 1
Wang, P.-C., Lin, W.-T., Huang, J.-W., Li, Y.-J., Kuo, T.-Y., Chien, C.-S., Chang, C.-P., & Lee, T.-M. (2025) · Surface and Coatings Technology · doi:10.1016/j.surfcoat.2025.132688 · Cited by 1
HUANG, Y. J., Liang, H., Zhu, C., Fang, Z., Zhou, J., Qian, J., Mayo, K. H., Zhu, C., Li, P., & Li, J. (2026) · Biomaterials · doi:10.1016/j.biomaterials.2026.124280 · Cited by 1
Wang, Y., Liu, Y., Zhu, Y., Yu, F., Zhao, R., Lai, X., Jiang, H., Xu, T., Zhao, Y., & Zhang, R. (2023) · Materials · doi:10.3390/ma17010209 · Cited by 1
Self-citationSun, Y., Zhao, Y., Zhao, Y., Rong, Y., Yao, R., Yao, X., Hang, R., & Chu, P. K.-H. (2021) · Rare Metals · doi:10.1007/s12598-021-01757-6 · Cited by 1
Self-citationYue, L., & Liu, G. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.05.29.656932 · Cited by 1
Enhancement of biocompatibility by coatings
Karthika, A., Gopi, D., & Kavitha, L. (2021) · Elsevier eBooks · doi:10.1016/b978-0-444-63240-1.00016-4
Strontium-Loaded Nanotubes of Ti–24Nb–4Zr–8Sn Alloys for Biomedical Implantation
Liu, F., Wang, X., Li, S., Liao, Y., Zhan, X., Tao, A., Fu, Z., Li, H., Su, Y., Jiang, J., et al. (2021) · Journal of Biomedical Nanotechnology · doi:10.1166/jbn.2021.3160
The cell responses on Sr-incorporated Na–Ti–O nano-network on titanium surface
Liu, Y., Zhang, L., Hang, R., Li, T., & Liu, C. (2022) · International Journal of Modern Physics B · doi:10.1142/s0217979222400653
Self-citationEvaluation des osteoimmunologischen Potenzials von Magnesiumimplantaten in vitro
Fischer, H. (2022) · OP-Journal · doi:10.1055/a-1742-4538
Understanding LncRNAs in Biomaterials Development for Osteointegration
Zhao, Y., Bai, L., Yao, X., Hang, R., & Xiao, Y. (2023) · Springer eBooks · doi:10.1007/978-981-19-6008-6_13
Self-citationSurya, M. J., Handayani, M., Triawan, F., Thaha, Y. N., & Darsono, N. (2023) · AIP conference proceedings · doi:10.1063/5.0117687
Kaisaka, Y., Uezono, M., Inoue, M., Takakuda, K., & Moriyama, K. (2024) · Bioengineering · doi:10.3390/bioengineering11111122
Sun, T. S., Wang, Z., Liu, X., Weng, J., Sheng, J., Duan, G., Chen, L., Han, L., Guo, Z., Chang, D., et al. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5258218
Li, W., Liu, W., Wang, W., Wang, J., Ma, T., Chen, J., Wu, H., & Liu, C. (2021) · Figshare · doi:10.6084/m9.figshare.14411704
Ding, T., Kang, W., Li, J., Yu, L., & Ge, S. (2021) · Figshare · doi:10.6084/m9.figshare.15184668
Li, W., Liu, W., Wang, W., Wang, J., Ma, T., Chen, J., Wu, H., & Liu, C. (2021) · Figshare · doi:10.6084/m9.figshare.14411701
Bony ongrowth in stemless reverse total shoulder arthroplasty components
Cardona-Perez, V., Mousavi, S. Z., Perez-Garcia, D. A., Rivera, A. R., Ahmed, A., & Srikumaran, U. (2026) · Shoulder & Elbow · doi:10.1177/17585732261469034
Zhou, Q., Wang, K., Sun, X., Fu, J., Wang, L., Wang, Q., Ma, Y., & Guo, Y. (2026) · Immunity & Ageing · doi:10.1186/s12979-026-00586-4
Sasireka, A., Mohanapriya, S., Gopalan, S., Ramkumar, V., Prabakaran, M., & Kim, I. S. (2026) · Protection of Metals and Physical Chemistry of Surfaces · doi:10.1134/s2070205126700309
Yang, L., Hang, R., Di, R., Chen, H., Zhang, Y., Wang, H., Wang, Y., Yao, R., Sun, Y., Zhao, Y., et al. (2026) · Chemical Engineering Journal · doi:10.1016/j.cej.2026.182518
Self-citationMeng, J., Xu, Y., Liu, Y., Liu, T., Chen, J., & Yu, B. (2026) · Journal of Materials Research and Technology · doi:10.1016/j.jmrt.2026.09.246
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Metadata
- Authors
- Bai, L., Du, Z., Du, J., Yao, W., Zhang, J., Weng, Z., Liu, S., Zhao, Y., Liu, Y., Zhang, X., Huang, X., Yao, X., Crawford, R., Hang, R., Huang, D., Tang, B., & Xiao, Y.
- Affiliations
- Queensland University of Technology (AU)
- Taiyuan University of Technology (CN)
- Shanxi Medical University (CN)
- Corresponding author
- Huang, Xiaobo
- Hang, Ruiqiang
- Huang, Di
- Xiao, Yin
- ORCID
- Venue
- Biomaterials
- Publisher
- Elsevier BV
- Published
- 2018-04
- Volume
- 162
- Pages
- 154-169
- ISSN
- 0142-9612 (ISSN-L)
- OpenAlex
- W2790044190
- Semantic Scholar
- 12df7ea7aecb42eda735391d73c614df26127aad
- Cited by
- 265
- References
- 84
- Citations by year
- 2026: 8 · 2025: 21 · 2024: 30 · 2023: 33 · 2022: 51 · 2021: 54 · 2020: 34 · 2019: 25 · 2018: 9
- FWCI
- 12.18
- Type
- journal article
- Language
- en
- Open access
- green
- eprints.qut.edu.au
- Licence
- Locations
- Biomaterials (publishedVersion)
- PubMed (publishedVersion)
- QUT ePrints (Queensland University of Technology) (submittedVersion, cc-by-nc-nd)
- Griffith Research Online (submittedVersion, other-oa)
- Funders
- National Natural Science Foundation of China (31400815, 11502158, 31771025, 51671140, 11632013, 31700834)
- Prince Charles Hospital Research Foundation
- Australia-China Centre for Tissue Engineering and Regenerative Medicine at QUT
- China Scholarship Council (201606930017)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Bone Tissue Engineering Materials
- Physical Sciences › Engineering › Mechanical Engineering › Surface Treatment and Coatings
- Physical Sciences › Materials Science › Materials Chemistry › Titanium Alloys Microstructure and Properties
- Keywords
- titanium implants, osseointegration, plasma electrolytic oxidation, TiO2 coating, hydroxyapatite nanoparticles, annealing temperature, osteoimmunomodulation, bone formation, angiogenesis, superhydrophilicity, macrophage inflammation, osteogenic differentiation, endothelial cell proliferation, implant loosening, hard tissue implants
- MeSH terms
- RAW 264.7 Cells, Animals, Cell Line, Cells, Cultured, Humans, Macrophages, Osteoblasts, Surface Properties, Titanium, Osseointegration, Durapatite, Neovascularization, Physiologic, Coated Materials, Biocompatible, Endothelial Cells, Mice
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