Submitted:
11 August 2023
Posted:
15 August 2023
You are already at the latest version
Abstract

Keywords:
1. Introduction
2. Results and Discussion
2.1. Chemical oxygen demand (COD)
2.2. Dynamic light scattering (DLS)
2.3. Fluorescence spectroscopy
2.4. EPR spectroscopy
2.4.1. Spin-labelling with 5-SASL
2.4.2. Spin-labelling with 5-MSL
2.4.3. Spin-labelling with MTSL
3. Materials and Methods
3.1. Chemicals, sample preparation
3.2. Experimental procedures and data analysis
4. Conclusions
Author Contributions
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Wangoo, N; Suri, C.R.; Shekhawat, G. Interaction of Gold Nanoparticles with Protein: A Spectroscopic Study to Monitor Protein Conformational Changes. Appl Phys Lett, 2008, 92, 133104. [CrossRef]
- Gheshlaghi, ZN; Riazi ,G.H.; Ahmadian, S.; Ghafari, M.; Mahinpour, R. Toxicity and Interaction of Titanium Dioxide Nanoparticles with Microtubule Protein. Acta Biochim Biophys Sin, 2008, 40, 777–782., PMID: 18776989.
- Bardhan, M.; Mandal, G.; Ganguly, T. Steady State, Time Resolved, and Circular Dichroism Spectroscopic Studies to Reveal the Nature of Interactions of Zinc Oxide Nanoparticles with Transport Protein Bovine Serum Albumin and to Monitor the Possible Protein Conformational Changes. J Appl Phys, 2009, 106, 034701. [CrossRef]
- Jigar, E.; Bagi, K.; Fazekas, Á.; Kertész, S.; Veréb, G.; László, Z. Filtration of BSA through TiO2 Photocatalyst Modified PVDF Membranes. Desalin Water Treat, 2020, 192392-192399. [CrossRef]
- Sisay, E.J.; Fazekas, Á.F.; Gyulavári, T.; Kopniczky, J.; Hopp, B.; Veréb, G. et al. Investigation of Photocatalytic PVDF Membranes Containing Inorganic Nanoparticles for Model Dairy Wastewater Treatment. Membranes, 2023, 13(7), 656. [CrossRef]
- Saptarshi, S.R.; Duschl, A.; Lopata. A.L. Interaction of Nanoparticles with Proteins: Relation to Bio-Reactivity of the Nanoparticle. J Nanobiotechnology, 2013, 11(1), 26. [CrossRef]
- Cao, X.; Ma, J.; Shi, X.; Ren, Z. Effect of TiO 2 Nanoparticle Size on the Performance of PVDF Membrane. Appl Surf Sci, 2006, 253(4), 2003-2010. [CrossRef]
- Liu, C.; Guo, Y.; Hong, Q.; Rao, C.; Zhang, H.; Dong, Y. et al. Bovine Serum Albumin Adsorption in .Mesoporous Titanium Dioxide: Pore Size and Pore Chemistry Effect. Langmuir, 2016, 32(16), 3995-4003. https://doi.org/20.10.1021/acs.langmuir.5b04496.
- Wang, X.; Zhou, M.; Meng, X.; Wang, L.; Huang, D. Effect of Protein on PVDF Ultrafiltration Membrane Fouling Behavior under Different pH Conditions: Interface Adhesion Force and XDLVO Theory Analysis. Front Environ Sci Eng, 2016, 10(4), 12. [CrossRef]
- Márquez, A.; Berger, T.; Feinle, A.; Hüsing, N.; Himly, M.; Duschl, A. et al. Bovine Serum Albumin Adsorption on TiO2 Colloids: The Effect of Particle Agglomeration and Surface Composition. Langmuir, 2017, 33(10), 2551-2558. [CrossRef]
- Shen, L.; Feng, S.; Li, J.; Chen, J.; Li, F.; Lin, H. et al. Surface Modification of Polyvinylidene Fluoride (PVDF) Membrane via Radiation Grafting: Novel Mechanisms Underlying the Interesting Enhanced Membrane Performance. Sci Rep, 2017, 7(1), 2721. [CrossRef]
- Nascimben Santos, E.; Fazekas, Á.; Hodúr, C.; László, Z.; Beszédes, S.; Scheres Firak, D. et al. Statistical Analysis of Synthesis Parameters to Fabricate PVDF/PVP/TiO2 Membranes via Phase-Inversion with Enhanced Filtration Performance and Photocatalytic Properties. Polymers (Basel), 2021, 14(1), 113. [CrossRef]
- Squire, P.G.; Moser, P.; O’Konski, C. T. The Hydrodynamic Properties of Bovine Serum Albumin Monomer and Dimer. Biochemistry, 1968, 7(12), 4261-4272. [CrossRef]
- Brahma, A.; Mandal, C.; Bhattacharyya, D. Characterization of a Dimeric Unfolding Intermediate of Bovine Serum Albumin under Mildly Acidic Condition. Biochim Biophys Acta, 2005, 1751(2), 159-169. [CrossRef]
- Masuelli, M.A. Study of Bovine Serum Albumin Solubility in Aqueous Solutions by Intrinsic Viscosity Measurements. Adv Phys Chem, 2013, 20131-20138. [CrossRef]
- Devi, L.B.; Mandal, A.B. BSA can Form Micelle in Aqueous Solution. J Surface Sci Technol, 2015, 31, 21-29. [CrossRef]
- Li, R.; Wu, Z.; Wangb, Y.; Ding, L.; Wang, Y. Role of pH-Induced Structural Change in Protein Aggregation in Foam Fractionation of Bovine Serum Albumin. Biotechnol Rep (Amst), 2016, 9, 46-52., 10.1016/j.btre.2016.01.002.
- Varga, N.; Hornok, V.; Sebők, D.; Dékány, I. Comprehensive Study on the Structure of the BSA from Extended-to Aged Form in Wide (2-12) pH Range. Int J Biol Macromol, 2016, 88, 51-58. [CrossRef]
- de Sousa Neto, D.; Salmon, C.E.; Alonso, A.; Tabak, M. Interaction of Bovine Serum Albumin (BSA) with Ionic Surfactants Evaluated by Electron Paramagnetic Resonance (EPR) Spectroscopy. Colloids Surf B Biointerfaces, 2009, 70(1), 147-156. [CrossRef]
- Neacsu, M-V.; Matei, I.; Ionita, G. The Extent of Albumin Denaturation Induced by Aliphatic Alcohols: an Epr and Circular Dichroism Study. Rev Roum Chim, 2017, 62(8-9), 637-643.
- Pavićević, A.; Luo, J.; Popović-Bijelić, A.; Mojović, M. Maleimido-proxyl as an EPR Spin Label for the Evaluation of Conformational Changes of Albumin. Eur Biophys J, 2017, 46(8), 773-787. [CrossRef]
- Reichenwallner, J.; Oehmichen, M.-T.; Schmelzer, C.; Hauenschild, T.; Kerth, A.; & Hinderberger, D. Exploring the pH-Induced Functional Phase Space of Human Serum Albumin by EPR Spectroscopy. Magnetochemistry, 2018, 4, 47., 10.3390/magnetochemistry4040047.
- Spector, A.A.; John, K.; Fletcher, J.E. Binding of Long-chain Fatty Acids to Bovine Serum Albumin. J Lipid Res, 1969, 10(1), 56-67.
- Simard, J.R.; Zunszain, P.A.; Hamilton, J.A.; Curry, S. Location of High and Low Affinity Fatty Acid Binding Sites on Human Serum Albumin Revealed by NMR Drug-competition Analysis. J Mol Biol, 2006, 361(2), 336-351. [CrossRef]
- Fanali, G.; di Masi, A.; Trezza, V.; Marino, M.; Fasano, M.; Ascenzi, P. Human Serum Albumin: from Bench to Bedside. Mol Aspects Med, 2012, 33(3), 209-290. [CrossRef]
- Rizzuti, B.; Bartucci, R.; Sportelli, L.; Guzzi, R. Fatty Acid Binding into the Highest Affinity Site of Human Serum Albumin Observed in Molecular Dynamics Simulation. Arch Biochem Biophys, 2015, 579, 18-25. [CrossRef]
- Ge, M.T.; Rananavare, S.B.; Freed, J.H. ESR Studies of Stearic Acid Binding to Bovine Serum Albumin. Biochim Biophys Acta, 1990, 1036(3), 228-236. [CrossRef]
- Livshits, V. A. Marsh, D. Fatty Acid Binding Sites of Serum Albumin Probed by Non-linear Spin-label EPR. Biochim Biophys Acta, 2000, 1466(1-2), 350-360., 10.1016/s0005-2736(00)00194-2.
- Junk, M.J.; Spiess, H.W.; Hinderberger, D. DEER in Biological Multispin-systems: a Case Study on the Fatty Acid Binding to Human Serum Albumin. J Magn Reson, 2011, 210(2), 210-217. [CrossRef]
- Pavićević, A.A.; Popović-Bijelić, A.D.; Mojović, M.D.; Šušnjar, S.V.; Bačić, G.G. Binding of Doxyl Stearic Spin Labels to Human Serum Albumin: an EPR Study. J Phys Chem B, 2014, 118(37), 10898-10905., 10.1021/jp5068928.
- Reichenwallner, J.; Hauenschild, T.; Schmelzer, C.E.H.; Hülsmann, M.; Godt, A.; Hinderberger, D. Fatty Acid Triangulation in Albumins Using a Landmark Spin Label. Isr J Chem, 2019, 59(11-12), 1059-1074. [CrossRef]
- Morrisett, J. D.; Pownall, H.J.; Gotto, A.M. Bovine serum albumin. Study of the Fatty Acid and Steroid Binding Sites using Spin-labeled lipids. J Biol Chem, 1975, 250(7), 2487-2494., PMID: 164444.
- Perkins, R.C.; Abumrad, N.; Balasubramanian, K.; Dalton, L.R.; Beth, A.H.; Park, J.H. et al. Equilibrium Binding of Spin-labeled Fatty Acids to Bovine Serum Albumin: Suitability as Surrogate Ligands for Natural Fatty Acids. Biochemistry, 1982, 21(17), 4059-4064., 10.1021/bi00260a023.
- Benga, G.; Strach, S.J. Interpretation of the Electron Spin Resonance Spectra of Nitroxide-maleimide-labelled Proteins and the Use of this Technique in the Study of Albumin and Biomembranes. Biochim Biophys Acta, 1975, 400(1), 69-79. [CrossRef]
- Marsh, D.; Livshits, V.A.; Pali, T.; Gaffney, B.J. Recent Development in Biological Spin-label Spectroscopy. In Spectroscopy of Biological Molecules: New Directions, Greve, J., Puppels, G.J., Otto, C., Eds.; Dordrecht, Boston, London: Kluwer Academic Publishers. 1999; pp. 647-650., 10.1007/978-94-011-4479-7_291.
- Páli, T.; Marsh, D. Structural Studies on Membrane Proteins Using Non-linear Spin Label EPR Spectroscopy. Cell Mol Biol Lett, 2002, 7(1), 87-91., PMID: 11944054.
- Bordignon, E. EPR Spectroscopy of Nitroxide Spin Probes. EMagRes, 2017, 6235-6254. [CrossRef]
- Bujacz, A. Structures of Bovine, Equine and Leporine Serum Albumin. Acta Crystallogr D Biol Crystallogr, 2012, 68, 1278-1289. [CrossRef]
- The UniProt Consortium. UniProt: the Universal Protein Knowledgebase in 2023. Nucleic Acids Res, 2023, 51(D1), D523–D531. [CrossRef]
- 40. [CrossRef]
- Celej, M.S.; Montich, G.G.; Fidelio, G.D. Protein Stability Induced by Ligand Binding Correlates with Changes in Protein Flexibility. Protein Sci, 2003, 12(7), 1496-1506. [CrossRef]
- Togashi, D.M; Ryder, A.G.; Mc Mahon, D.; Dunne, P.; McManus, J. Fluorescence Study of Bovine Serum Albumin and Ti and Sn Oxide Nanoparticles Interactions. in Diagnostic Optical Spectroscopy in Biomedicine IV, Schweitzer, D.; Fitzmaurice, M., Eds., Optica Publishing Group,Vol. 6628 of Proceedings of SPIE-OSA Biomedical Optics, 2007; paper 6628_61. [CrossRef]
- Bhattacharya, M.; Jain, N.; Bhasne, K.; Kumari, V.; Mukhopadhyay, S. pH-Induced Conformational Isomerization of Bovine Serum Albumin Studied by Extrinsic and Intrinsic Protein Fluorescence. J Fluoresc, 2011, 21(3), 1083-1090. [CrossRef]
- Vivian, J.T.; Callis, P.R. Mechanisms of Tryptophan Fluorescence Shifts in Proteins. Biophys J, 2001, 80(5), 2093-2109. [CrossRef]
- Dos Santos Rodrigues, F.H.; Delgado, G.G.; Santana da Costa, T.; Tasic, L. Applications of Fluorescence Spectroscopy in Protein Conformational Changes and Intermolecular Contacts. BBA Adv, 2023, 3, 100091. [CrossRef]
- Li, Y.; Yang, G.; Mei, Z. Spectroscopic and Dynamic Light Scattering Studies of the Interaction between Pterodontic Acid and Bovine Serum Albumin. Acta Pharm Sin B, 2012, 2(1), 53-59. [CrossRef]
- Polat, H.; Kutluay, G.; Polat, M. Analysis of Dilution Induced Disintegration of Micellar Drug Carriers in the Presence of Inter and Intra Micellar Species. Colloids and Surfaces A, 2020, 601, 124989. [CrossRef]
- Burgstaller, C.; N. Etchart, N. Dimerization of Bovine Serum Albumin as Evidenced by Particle Size and Molecular Mass Measurement. Anton Paar GmbH. D51|A044EN-A, Available online: https://s3-eu-central-1.amazonaws.com/centaur-wp/theengineer/prod/content/uploads/2018/04/05161827/Bovine-serum-albumin-testing.pdf (2018).
- Howe, K.J; Clark, M.M. Fouling of Microfiltration and Ultrafiltration Membranes by Natural Waters. Environ Sci Technol, 2002, 36, 3571–3576. [CrossRef]
- Bacova, J.; Knotek, P.; Kopecka, K.; Hromádko, L.; Čapek, J.; Nývltová, P.; Bruckova, L.; Schroterova, L.; Sestakova, B.; Palarcik, J.; Motola, M. Cízková, D.; Bezrouk, A.; Handl, J.; Fiala, Z.; Rudolf, E.; Bílková, Z.; Macak, J.; Rousar, T. Evaluating the Use of TiO2 Nanoparticles for Toxicity Testing in Pulmonary A549 Cells. Int J Nanomed, 2022, 17, 4211-4225. [CrossRef]
- Teale, F.W.J.; Weber, G. Ultraviolet Fluorescence of the Aromatic Amino Acids. Biochem J. 1957, 65(3), 476–482. [CrossRef]
- Pocanschi, C.L.; Popot, J.L.; Kleinschmidt, J.H. Folding and Stability of Outer Membrane Protein A (OmpA) from Escherichia Coli in an Amphipathic Polymer, Amphipol A8-35. Eur Biophys J, 2013, 42(2-3), 103-118. [CrossRef]
- Koch, D.; Manzhos, S. On the Charge State of Titanium in Titanium Dioxide. J Phys Chem Lett, 2017, 8, 1593−1598. [CrossRef]
- Freed, J.H. Theory of Slow Tumbling ESR Spectra of Nitroxides. In spin labeling. Theory and Applications, Berliner, L.J., Ed.; New York: Academic Press. 1976; pp. 53-132.
- Hubbell, W.L.; Lopez, C.J.; Altenbach, C.; Yang, Z. Technological Advances in Site-directed Spin Labeling of Proteins. Curr Opin Struct Biol, 2013, 23(5), 725-733. [CrossRef]
- Lopez, C.J.; Fleissner, M.R.; Brooks, E. K.; Hubbell, W. L. Stationary-phase EPR for Exploring Protein Structure, Conformation, and Dynamics in Spin-labeled Proteins. Biochemistry, 2014, 53(45), 7067-7075. [CrossRef]
- Marsh, D. Spin-label Order Parameter Calibrations for Slow Motion. Appl Magn Reson, 2018, 49(1), 97-106. [CrossRef]
- Páli, T.; Kóta, Z. Studying Lipid-Protein Interactions with Electron Paramagnetic Resonance Spectroscopy of Spin-labeled Lipids. Methods Mol Biol, 2019, 2013529-561. [CrossRef]
- Kivelson, D. Theory of ESR Linewidths of Free Radicals. J Chem Phys, 1960, 33, 1094-1107., 10.1063/1.1731340.
- Páli T.; Pesti M.; Chapter V: Phase Transition of Membrane Lipids. In Manual on Membrane Lipids, Prasad, R., Ed.; Berlin, Heidelberg, New York: Springer-Verlag. 1996; pp. 80-111. [CrossRef]
- Griffith, O.H.; Jost, P.C. Lipid Spin Labels in Biological Membranes. In Spin Labeling. Theory and Applications, L. J. Berliner Ed.; New York: Academic Press. 1976; pp. 453-523. [CrossRef]
- Peters Jr., T. Ligand Binding in Albumin In All about Albumin, Academic Press, 1995; pp. 76-132. [CrossRef]
- Hull, H.H.; Raymond Chang, Lawrence J. Kaplan, On the Location of the Sulfhydryl Group in Bovine Plasma Albumin, Biochim Biophys Acta, 1975, 400(1), 132-136. [CrossRef]
- Sugio, S.; Kashima, A.; Mochizuki, S.; Noda, M.; Kobayashi, K. Crystal Structure of Human Serum Albumin at 2.5 A Resolution. Protein Eng, 1999, 12(6), 439-446. [CrossRef]
- Stewart, A.J.; Blindauer, C.A.; Berezenko, S.; Sleep, D.; Tooth, D.; Sadler, P.J. Role of Tyr84 in Controlling the Reactivity of Cys34 of Human Albumin. FEBS J, 2005, 272(2), 353-362. [CrossRef]
- Griffith, O.H.; McConnell, H.M. A Nitroxide-maleimide Spin Label. Proc Natl Acad Sci U S A, 1966, 55(1), 8-11. [CrossRef]
- Lange, A.; Marsh, D.; Wassmer, K. H.; Meier, P.; Kothe, G. Electron Spin Resonance Study of Phospholipid Membranes Employing a Comprehensive Line-Shape Model. Biochemistry, 1985, 24, 4383-4392. [CrossRef]
- Eaton, S.S.; Woodcock, L.B.; Eaton, G.R. Continuous Wave Electron Paramagnetic Resonance of Nitroxide Biradicals in Fluid Solution. Concepts Magn Reson Part A, 2018, 47A(2), 21426. [CrossRef]
- Lowry, O.H.; Rosebrough, N.J.; Farr, L.; Randall, R.J. Protein Measurement with the Folin Phenol Reagent. J Biol Chem, 1951, 193, 265–275., PMID: 14907713.
- Taneva, S.G.; Krumova, S.; Bogár, F.; Kincses, A.; Stoichev, S.; Todinova, S.; Avgustina Danailova, Horváth, J.; Násztor, Z.; Kelemen, L.; Dér, A. Insights into Graphene Oxide Interaction with Human Serum Albumin in Isolated State and in Blood Plasma. Int J Biol Macromol, 2021, 175, 19-29. [CrossRef]
- Krieger, E.; Vriend, G. YASARA View - Molecular Graphics for All Devices - from Smartphones to Workstations. Bioinform, 2014, 30(20), 2981-2982. [CrossRef]







| Solution | c(BSA), (g/L) | Membrane | R% |
|---|---|---|---|
| BSA | 1 | PVDF | 92 |
| BSA | 1 | PVDF/TiO2 | 28 |
| BSA(TiO2) | 1 | PVDF | 91 |
| BSA(TiO2) | 0.33 | PVDF | 37 |
| BSA | 0.33 | PVDF | 37 |
| [BSA]/μM | d1/nm | d2/nm | Particle type | Medium | Reference |
|---|---|---|---|---|---|
| 0.6 | 11 | small micelles or other forms of aggregates (d2) | H2O | own result | |
| 0.65 | 8.9 | compact aggregates (d2) | pH 7.2, 10 mM phosphate buffer | [16] | |
| 4.5 | 10 | monomer (d1) | pH 7.0, H2O | [17] | |
| 5 | 7.3 | 13.5 | monomer (d1), dimer (d2) | pH 7.4, H2O | [46] |
| 10 | 3.4 | monomer (d1) | pH 7.0, H2O | [18] | |
| 25 | 10.6 | compact aggregates (d2) | pH 7.2, 10 mM phosphate buffer | [16] | |
| 60.2 | 1.7 | 22 | small micelles (d1)A888Alarge aggregates (d2) | H2O | own result |
| 100 | 5.2 | undefined particle (d1) | pH 7.4, H20 | [47] | |
| 120.4 | 2 | 22 | denaturated monomers (d1), aggregation of denaturated monomers (d2) | H2O | [48] |
| Sample | [BSA]/M | Fitted emission maximum (λmax)/nm | Mean emission maximum (<λF>)/nm |
|---|---|---|---|
| BSA in water | 6x10-5 | 338.9 | 352.3 |
| Filtered BSA | 1.2x10-5 | 340.2 | 356.9 |
| BSA+TiO2 | 6x10-5 | - | - |
| BSA in water | 2x10-6 | 338.4 | 352.3 |
| Filtered BSA | 5x10-7 | 340.7 | 355.0 |
| BSA+TiO2 | 2x10-6 | 355.6 | 363.3 |
| Sample | Mobile component/% | Immobile component/% | τ/ns | 2Azz/G |
|---|---|---|---|---|
| water | 100 | - | 0.12062 | - |
| BSA | 2.4 | 97.6 | - | 64.62 |
| Filtered BSA | 71 | 29 | 0.13124 | 62.3-64.1 |
| BSA+TiO2 | 1.0 | 99.0 | - | 65.05 |
| Sample | Mobile component/% | Immobile component/% | τ/ns | 2Azz/G |
|---|---|---|---|---|
| water | 100 | - | 0.00434 | - |
| BSA | 71 | 29 | 0.00818 | 63.92 |
| Filtered BSA | 93 | 7 | 0.00561 | cc. 61 G * |
| BSA+TiO2 | 67 | 33 | 0.00838 | 64.20 |
| Sample | Mobile component/% | Immobile component/% | τ/ns | 2Azz/G |
|---|---|---|---|---|
| water | - | 0.009378 | - | 100 |
| BSA | - | 0.04578 | 2-3 | 97-98 |
| Filtered BSA | - | 0.04237 | - | 100 |
| BSA+TiO2 | - | 0.05361 | 2-3 | 97-98 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).