Effect of Particle Size of Various Inorganic Milled Particles on Protein Adsorption Behavior
1Department of Biomaterials, Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, Okayama University, Japan
2Division of Dental Biomaterials, Graduate School of Dentistry, Tohoku University, Japan
*Author to whom correspondence should be addressed:
E-mail: tmatsu@md.okayama-u.ac.jp (TM)
E-mail: tmatsu@md.okayama-u.ac.jp (TM)
Received: February 18, 2025 | Revised: September 19, 2025 | Accepted: September 22, 2025 | Published: December 2025
Abstract
The size of inorganic particles used as adsorbents and drug carriers affects protein adsorption behavior. In this study, the protein adsorption behaviors of various inorganic milled particles, including activated bamboo charcoal (ABC), silica (SiO2), and hydroxyapatite (HAp) were investigated. Various inorganic particles were milled for different periods to reduce the particle size and enhance protein adsorption. A bicinchoninic acid test (BCA) kit was employed to assess the adsorption and desorption behaviors of bovine serum albumin (BSA) on inorganic particles. The increased amount of BSA adsorbed on the inorganic particles was correlated with the smaller sizes of the inorganic particles. Owing to the electrostatic interaction between COO- groups and Ca2+ ions on the surface of HAp, which is essential for the adsorption of acidic BSA molecules, HAp showed a higher ability to bind BSA. Furthermore, the protein released from inorganic-proteins steadily increased in a phosphate buffer solution (PBS). The amount of protein released from the HAp-protein was much lower than that from other inorganic-proteins due to the strong immobilization of the HAp-protein. According to these findings, the particle size and physicochemical properties of the adsorbents significantly affected the adsorption behavior of acidic protein adsorbates.
Keywords
Adsorbent; Bovine serum albumin; Electrostatic interaction; Inorganic particles; Particle size
Available Repositories
Share Article
Article Metrics
--
Views
--
Downloads
--
Citations
Export Citation
Full Text
References
- 1) U. Wattendorf, and H.P. Merkle, "PEGylation as a tool for the biomedical engineering of surface modified microparticles," J. Pharm. Sci., 97 (11) (2008), 4655-4669 doi:10.1016/j.jcis.2020.05.045
- 2) M.E. Davis, Z. Chen, D.M. Shin, "Nanoparticle therapeutics: an emerging treatment modality for cancer," Nat. Rev. Drug Discov., 7 (9):771-782U (2008) doi:10.1038/nrd2614
- 3) M. Rahman, S. Laurent, N. Tawil, L. Yahia, M. Mahmoudi, "Protein-Nanoparticle Interactions: The Bio-Nano Interface," Springer, Berlin/Heidelberg, 2013
- 4) R. Cai, and C. Chen, "The crown and the scepter: Roles of the protein corona in nanomedicine," Adv. Mater., 31 (45), 1805740 (2019) doi:10.1002/adma.201805740
- 5) S. Chen, X. Hao, X. Liang, Q. Zhang, C. Zhang, G. Zhou, S. Shen, G. Jia, J. Zhang, "Inorganic Nanomaterials as Carriers for Drug Delivery, " J Biomed. Nanotechnol., 12 (1):1-27 (2016) doi:10.1166/jbn.2016.2122
- 6) M.A. Dobrovolskaia, P. Aggarwal, J.B. Hall, S.E. McNeil, "Preclinical Studies to Understand Nanoparticle Interaction with the Immune System and Its Potential Effects on Nanoparticle Biodistribution, " Mol. Pharmaceutics, 5, 487– 95 (2008) doi:10.1021/mp800032f
- 7) D.C. Luther, R. Huang, T. Jeon, X. Zhang, Y.W. Lee, H. Nagaraj, V.M. Rotello, "Delivery of Drugs, Proteins, and Nucleic Acids using Inorganic Nanoparticles, " Adv. Drug Deliv. Rev., 156, 188-213 (2020) doi:10.1016/j.addr.2020.06.020
- 8) L. Abarca-Cabrera L, P. Fraga-García, S. Berensmeier, "Bio-nano Interactions: Binding Proteins, Polysaccharides, Lipids and Nucleic Acids onto agnetic Nanoparticles, "Biomater. Res., 25, 12 (2021) doi:10.1186/s40824-021-00212-y
- 9) S. Renzi, L. Digiacomo, D. Pozzi, et al., Structuring Lipid Nanoparticles, DNA, and Protein Corona into Stealth Bionanoarchitectures for In Vivo Gene Delivery, " Nat. Commun., 15, 9119 (2024) doi:10.1038/s41467-024-53569-8
- 10) M. Suvarna, S. Dyawanapelly, B. Kansara, P. Dandekar, R. Jain, "Understanding the Stability of Nanoparticle-Protein Interactions: Effect of Particle Size on Adsorption, Conformation and Thermodynamic Properties of Serum Albumin Proteins, " ACS Appl. Nano. Mater., 1, 5524– 5535 (2018) doi:10.1021/mp800032f
- 11) X.Q. Zhang, X. Xu, N. Bertrand, E. Pridgen, A. Swami, O.C. Farokhzad, " Interactions of Nanomaterials And Biological Systems: Implications to Personalized Nanomedicine, " Adv. Drug Deliv. Rev., 64, 1363-83 (2012) doi:10.1016/j.addr.2012.08.005
- 12) S. Bhaskar, S. Lim, " Engineering Protein Nanocages as Carriers for Biomedical Applications, " NPG Asia Mater, 9, e371 (2017) doi:10.1038/am.2016.128
- 13) S.J. Soenen, W.J. Parak, J. Rejman, B. Manshian, " (Intra)Cellular Stability of Inorganic Nanoparticles: Effects on Cytotoxicity, Particle Functionality, and Biomedical Applications, " Chem. Rev., 115, 2109-2135 (2015) doi:10.1021/cr400714j
- 14) C.A. Haynes, W. Norde, "Globular proteins at solid/liquid interfaces, " Colloid Surface B., 2, 517-566 (1994) doi:10.1016/0927-7765(94)80066-9
- 15) S. Kidoaki, T. Matsuda, "Mechanistic aspects of protein/material interactions probed by atomic force microscopy, " Colloids Surf. B: Biointerfaces, 23 (2-3) 153-163 (2002) doi:10.1016/S0927-7765(01)00232-6
- 16) S.A. Bhakta, E. Evans, T.E. Benavidez, C.D. Garcia CD, " Protein Adsorption onto Nanomaterials for the Development of Biosensors and Analytical Devices: A Review, " Anal. Chim. Acta., 872, 7-25 (2015) doi:10.1016/j.aca.2014.10.031
- 17) H. Lee, " Recent Advances in Simulation Studies on the Protein Corona, " Pharmaceutics, 16, 1419 (2024) doi:10.3390/pharmaceutics16111419
- 18) S.E. Moulton, A.I. Minett, R. Murphy, K.P. Ryan, D. McCarthy, J.N. Coleman, W.J. Blau, G.G. Wallace, "Biomolecules as selective dispersants for carbon nanotubes, " Carbon, 43, 1879-1884 (2005) doi:10.1016/j.carbon.2005.02.036
- 19) P. Zhang, D.B. Henthorn, "Synthesis of PEGylated single wall carbon nanotubes by a photoinitiated graft from polymerization, " AIChE J., 56, 1610-1615 (2010) doi:10.1002/aic.12108
- 20) B. Zhang, Y. Xing, Z. Li, H. Zhou, Q. Mu, B. Yan, "Functionalized carbon nanotubes specifically bind to α-chymotrypsin’s catalytic site and regulate its enzymatic function, " Nano lett., 9, 2280-2284 (2009) doi:10.1021/nl900437n
- 21) J. Gomez, M. Romero, T. Fernandez, "Immobilization of β-Glucosidase on carbon nanotubes, " Catal. Lett., 101, 275-278 (2005) doi:10.1007/s10562-005-4904-4
- 22) K. Nagaraju, R. Reddy, N. Reddy, "A review on protein functionalized carbon nanotubes, " J. Appl. Biomater. Funct. Mater., 13(4), e301-e312 (2015) doi:10.5301/jabfm.5000231
- 23) S. Ji, I.C. Esfahani, R. Yang, H. Sun, "Adsorption and morphology analysis of bovine serum albumin on a micropillar‑enhanced quartz crystal microbalance, " J. Phys. Chem. B., 128 (22), 10247‑10257 (2024) doi:10.1021/acs.jpcb.4c03393
- 24) N. K. Kunda, I. M. Alfagih, S. R. Dennison, H. M. Tawfeek, S. Somavarapu, G. A. Hutcheon, I. Y. Saleem, Bovine serum albumin adsorbed PGA‑co‑PDL nanocarriers for vaccine delivery via dry powder inhalation. " Pharm. Res., 32, 1341‑1353 (2015) doi:10.1007/s11095-014-1538-5
- 25) S. Ghose, T.M. McNerney, B. Hubbard, "Preparative protein purification on underivatized silica, " Biotechnol. Bioeng., 87, 413-423 (2004) doi:10.1002/bit.20125
- 26) H. Larsericsdotter, S. Oscarsson, J. Buijs, "Thermodynamic analysis of proteins adsorbed on silica particles: electrostatic effects, " J. Colloid Interface Sci., 237, 98-103 (2001) doi:10.1006/jcis.2001.7485
- 27) F. Felsovalyi, P. Mangiagalli, C. Bureau, S.K. Kumar, S. Banta, "Reversibility of the adsorption of lysozyme on silica, " Langmuir, 27, 11873-11882 (2011) doi:10.1021/la202585r
- 28) M. Iafisco, B. Palazzo, G. Falini, M. Di Foggia, S. Bonora, S. Nicolis, L. Casella, N. Roveri, " Adsorption and conformational change of myoglobin on biomimetic hydroxyapatite nanocrystals functionalized with alendronate, " Langmuir, 24, 4924-4930 (2008) doi:10.1021/la703381h
- 29) K. Kandori, S. Oda, S. Tsuyama, "Effects of pyrophosphate ions on protein adsorption onto calcium hydroxyapatite, " J. Phys. Chem. B., 112, 2542-2547 (2008) doi:10.1021/jp076421l
- 30) T. Matsumoto, M. Okazaki, M. Inoue, S. Yamaguchi, T. Kusunose, T. Toyonaga, Y. Hamada, J. Takahashi, "Hydroxyapatite particles as a controlled release carrier of protein, " Biomaterials, 25(17), 3807-3812 (2004) doi:10.1016/j.biomaterials.2003.10.081
- 31) W-H. Lee, C-Y. Loo, K.L. Van, A.V. Zavgorodniy, R. Rohanizade, "Modulating protein adsorption onto hydroxyapatite particles using different amino acid treatments, " J. R. Soc. Interface, 9(70), 9918-927 (2012) doi:10.1098/rsif.2011.0586
- 32) M. Rouahi, E. Champion, O. Gallet, A. Jada, K. Anselme, "Physico-chemical characteristics and protein adsorption potential of hydroxyapatite particles: influence on in vitro biocompatibility of ceramics after sintering, " Colloids Surf. B: Biointerfaces, 47, 10-19 (2006) doi:10.1016/j.colsurfb.2005.11.015
- 33) F. Banat, S. Al-asheh, L. Al-makhadmeh, "Evaluation of the use of raw and acti v ated date pits as potential adsorbents for dye containing waters, " Process. Biochem., 39, 193-202 (2003) doi:10.1016/S0032-9592(03)00065-7
- 34) M. Okada, N. Nakai, E.S. Hara, T. Taguchi, T. Nakano, T. Matsumoto, "Biocompatible nanostructured solid ad-hesives for biological soft tissues, " Acta Biomater., 57, 404-413 (2017) doi:10.1016/j.actbio.2017.05.014
- 35) A. Bikharudin, M. Okada, P-C. Sung, T. Matsumoto, "Co-precipitating calcium phosphate as oral detoxification of cadmium, " J. Hazard. Mater., 487, 137307 (2025) doi:10.1016/j.jhazmat.2025.137307
- 36) H. Wang, and F. Shadman, "Effect of particle size on the adsorption and desorption properties of oxide nanoparticles, " AIChE J., 59, 1502 (2013) doi:10.1002/aic.13936
- 37) R.C. Kuhn, F.M Filho, "Purification of fructooligosaccharides in an activated charcoal fixed bed column, " New Biotechnol., 27 (6), 862 (2010) doi:10.1016/j.nbt.2010.05.008
- 38) F. Hornos, and R. Esquembre, J. Gómez, "Competitive inhibition of protein adsorption to silica surfaces by their coating with high density charge polyelectrolytes, " Colloids Surf. B. Biointerfaces, 191, 110993 (2020) doi:10.1016/j.colsurfb.2020.110993
- 39) J. Meissner, A. Prause, B. Bharti, G.H. Findenegg, " Characterization of Protein Adsorption onto Silica Nanoparticles: Influence of pH and Ionic Strength, " Colloid Polym. Sci., 293, 3381-3391 (2015) doi:10.1007/s00396-015-3754-x
- 40) E. Gonzalez Solveyra, D.H. Thompson, I. Szleifer, " Proteins Adsorbing onto Surface-Modified Nanoparticles: Effect of Surface Curvature, pH, and the Interplay of Polymers and Proteins Acid–Base Equilibrium, " Polymers, 14, 739 (2022) doi:10.3390/polym14040739
Other Papers in This Issue
- Identifying Counterfeit Medical Products with QR Code and Blockchain Technology for Securing Healthcare
D. Sharma et al. (2025) - Hybrid Vision-and-Language Fusion: A Threefold Learning Approach for elevating Image Captioning through Adaptive Strategies
S. Bhandari et al. (2025) - Reservoir Characterization using Simultaneous Inversion, AVO Analysis, and Seismic Attributes: A Case Study of Conglomerates-Volcanic, Northwest Java Basin
S. Putra et al. (2025) - NSM Polyester-Reinforced Albizia chinensis Beams: Flexural Performance Evaluation
A. Wicaksono, E. Arifi, D. Nuralinah (2025) - Hydrological Dynamics and Ecological Consequences of Sambhar Lake through Multi-Satellite Approach to Wetland Monitoring
S. Singh et al. (2025) - Determinants of Remittance in South Asian Countries during COVID-19
G. Goswami, M. Rahman, R. Khan (2025) - Particle Size Dependence of the Flotation Kinetics and Recovery for Copper-Molybdenum Ore in Seawater
Y. Tanaka et al. (2025) - Integrating Lean and Green Strategies and Their Effect on Manufacturing Industry Performance: An Empirical Study
R. Kumar, A. Kumar, R. kumar (2025) - Eco-Engineered Silver-Diatomite Nanocomposites from Agro-Industrial Waste for Sustainable Antibacterial Agent: A Combined Laboratory and Molecular Simulation Study
S. Kamali et al. (2025) - Environmental Impact Assessment and Legal Protection of Rights Affected by Transboundary Environmental Offences in Tailings and Mining Waste Management
A. Osmanova (2025) - CFD-Based Thermal Analysis and Experimental Validation of Pipe Materials in Earth Air Heat Exchangers for Energy-Efficient Buildings
S. Zaphar et al. (2025) - A study on evaluation of indoor air quality at residential houses in Hanoi (Viet Nam)
Q. Trinh et al. (2025) - Benchmarking Energy Use Intensity of 33 Office Buildings in Indonesia
E. Purba et al. (2025) - Development and Characterization of Semisolid-Formed Al-5%Cu-4%Mg/SiC Composites for Lightweight Structural Applications
H. Suhartono et al. (2025) - Experimental Analysis of Water Jet Pump Performance and Throat Diffuser Loss Coefficient: An Empirical Correlation
Chairunnisa et al. (2025) - A Bibliometric Study of SMEs' Digital Transformation Patterns in The Decade of Industry 4.0 Integration
T. Ermawati et al. (2025) - A Comparative Study of Mental Workload Among Truck Drivers: The Effects of Truck Type and Age Using HRV Metrics
S. Kurnia et al. (2025) - The Impact of Congestion Pricing on Public Transport Utilization in Jakarta, Indonesia
A. Nurhidayat, A. Utami, D. Upahita (2025) - Green Manufacturing Solutions in the Development of Sustainable Agro-edutoursim in Semarang City, Indonesia
N. Dewi Artawati et al. (2025) - Mental Workload in Truck Driving: A NASA-TLX and HRV-Based Comparison Across Day-Night and Rural-Urban Conditions
H. Fitri et al. (2025) - Comparative Study of Wave Damping on Vertical Wall and Split Chamber Breakwater
R. Yuniardi et al. (2025) - Short-Term Prediction of Deflection for a Steel Truss Railway Bridge Induced by Train Load using Seasonal ARIMA: A Case Study at BH 77 Bridge, Lampung, Indonesia
F. Setiawan et al. (2025) - Identifying Factors Influencing Public Transportation Use for Routine and Non-Routine Trip (Case Study: South Tangerang City, Indonesia)
Y. Niken et al. (2025) - Use of Certified Reference Materials and Participation in Proficiency Testing by Water Testing Laboratories in Indonesia
M. Habibie et al. (2025) - CFD Investigation of 3D Vertical Axis Wind Turbine Models: Insights from Blade Tip Effects
T. Syawitri et al. (2025) - Enhancing Thermal Oil Heater Performance for ORC Turbines: A Comprehensive Study on Heat Transfer and Pressure Drop in Waste-to-Energy Systems
C. Ali Nandar et al. (2025) - Evaluating the Effectiveness of Ozonation for Microbial Reduction in Fresh Cow Milk: A Case Study from Bandung District
B. Tampubolon et al. (2025) - Predictive Surface Defect Detection in Particleboard Manufacturing using Defect Tracking Matrix–Principal Component Analysis Framework toward Zero Defect Manufacturing
Y. Tjahjaningsih, M. Singgih, P. Karningsih (2025) - The Impact of Acid Concentration and Temperature on Copper Leaching from Waste SIM Cards
H. Gustiana et al. (2025) - Implementation of Microwave Non-Destructive Testing Principle Using UWB Antenna for Breast Tumor Detection
H. Prananto et al. (2025) - CFD Simulation Analysis of Thermal Comfort in a Small Office
N. Chien et al. (2025) - Effects of Primary Aromatic and Primary Aliphatic Amines on the Formation of Cardanol-Based Benzoxazine Monomers Based on Fourier-transform Infrared and Raman Spectroscopy
D. Harsanti et al. (2025) - Comparative Review of Life Cycle Inventory Platforms: Indonesia and Selected Countries
N. Sasongko et al. (2025)









Creative Commons Attribution 4.0 International
