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Original article
01 2022
:16;
104388
doi:
10.1016/j.arabjc.2022.104388

Virus and bacterial removal ability of TiO2 nanowire-based self-supported hybrid membranes

Faculty of Materials Science and Engineering, University of Miskolc, H-3515 Miskolc, Hungary
Polymers and Petrochemicals Engineering Department, Basrah University for Oil and Gas, 61004 Basrah, Iraq
Advanced Materials and Intelligent Technologies Higher Education and Industrial Cooperation Centre, University of Miskolc, H-3515 Miskolc, Hungary
Kisanalitika Laboratory Services Ltd., Sajóbábony H-3792, Hungary
European Commission, Joint Research Centre (JRC), Ispra, Italy
Institute of Energy and Quality Affairs, University of Miskolc, H-3515 Miskolc, Hungary
Institute of Chemistry, University of Miskolc, H-3515 Miskolc, Hungary
Institute of Ceramics and Polymer Engineering, University of Miskolc, H-3515 Miskolc, Hungary
Institute of Physical Metallurgy, Metal Forming and Nanotechnology, University of Miskolc, 3515 Miskolc-Egyetemváros, Hungary

⁎Corresponding author. kemnemet@uni-miskolc.hu (Zoltán Németh)

Disclaimer:
This article was originally published by Elsevier and was migrated to Scientific Scholar after the change of Publisher.

Peer review under responsibility of King Saud University.

Abstract

Abstract

Development and application of hybrid membranes containing multi-component materials are increasing day by day in the fields of environmental protection and water treatment. In this research, the efficiency of titania nanowire (TiO2 NW)-based self-supported hybrid membranes was investigated in the removal of Escherichia coli (E. coli) bacteria and MS2 bacteriophages from contaminated water mimicking the microorganism suspension. Furthermore, toxicology tests on the as-prepared membranes were also performed. TiO2 NWs were coated with iron(III) oxide (Fe2O3) and copper(II) oxide (CuO) nanoparticles, respectively, and cellulose was used as reinforcement material. It was found that, the functionalisation strongly affected the MS2 removal ability of as-prepared membranes, which can be due to the electrostatic interactions between the surface of hybrid membrane and the bacteriophages. The most efficient removal (greater than or equal to 99.99%) was obtained with the TiO2 NW-CuO-cellulose membrane at pH 7.0. The fabricated hybrid membranes were characterized by micro computed tomography (μCT), Raman spectroscopy, Fourier transform infrared spectroscopy (FT-IR), dynamic light scattering (DLS), contact angle measurement and inductively coupled optical emission spectrometry (ICP-OES) techniques. This study shows a simple route of the usage of novel and effective inorganic nanowire-based hybrid membranes for bacteria and virus removal, providing new pathways in the field of water filtration technologies.

Keywords

Hybrid membrane
TiO2-based nanocomposites
Micro CT
E. coli removal
MS2 removal
1

1 Introduction

As industrialization and population increasing continuously, the world faces an increasingly severe environmental pollution problem (N. Yerli-Soylu et al., 2022). The quality of available water is deteriorating due to the large amounts of contaminants discharged into water resources from factories and other human activities. One of the critical contaminants of water are micro pollutants (V. Manikandan et al., 2021) which include biological contaminants such as bacteria and viruses (B. M. Chabalala et al., 2021). Due to the tremendous adaptability of microorganisms to antibiotics and other antimicrobial agents, the effective removal of bacteria and viruses for industries like food processing or drinking water treatment has long been a significant challenge (P. Hajipour et al., 2021). Several efficient technologies have been developed and implemented to purify water, including photocatalysis (G. S. Sree et al., 2020), adsorption (S. Yuan et al., 2015), chemical precipitation (X. J. Wang et al., 2006), and membrane filtration (B. El Mrabate et al., 2021; M. A. Shehab et al., 2022).

Membrane filtration is a standard method for removing water pollutants from the environment because it is an energy-efficient method even at low levels of water pollutants (L. E. Mofokeng et al., 2022). The disadvantage of membrane filtration is that the process generates sludge which is difficult and expensive to dispose of. One of the possible solutions to overcome this negative phenomenon is to combine membrane filtration process with advantages of nanomaterials and photocatalytic materials. Some recently published paper summarized the progress of nanomaterial-modified membranes for wastewater treatment applications (A. Nain et al., 2022). Furthermore, recently published works show a growing interest in employing nanomaterials and nanostructured coatings to fight viruses, outside and inside the host (M. H. Dahanayake et al.; 2022).

Photocatalytic membrane processes can decompose pollutants in feed solutions by producing reactive oxygen species in the presence of UV light, thereby preventing the formation of a cake layer from the contaminant molecules on the membrane surface by degrading traces of contaminants attached to the surface (E. K. Tetteh et al., 2021). Thanks to the advancement of nanotechnology, it is now possible to use promising nanoparticles as antimicrobial/antibacterial agents. Interest in metal and metal oxide nanoparticles such as titanium, iron, and copper oxides has increased due to their low cost, non-toxicity, controllable characteristics (P. Hajipour et al., 2021).

Titanium dioxide (TiO2) is one of the best photocatalysts known for photodegradation of organic pollutants, photo-induced bacterial and viral disinfection, and self-cleaning properties (J. Prakash et al., 2022). However, TiO2 has a wide bandgap (3.2 eV) that limits its light absorption to UV light. One of the most promising methods to solve this problem is to decorate titania with a narrow band gap semiconductor (S. Zhang et al., 2020; B. Sharma et al., 2018).

Many researchers have demonstrated that the presence of metal oxides and bio-organic materials can improve the photocatalytic activity of titanium dioxide. P. Maheswari et al. prepared and evaluated the antibacterial and anticancer activities of pure and modified TiO2. The results show that TiO2 modified with bio-organic materials has higher efficiency on anticancer and antibacterial properties than pure TiO2 nanoparticles (P. Maheswari et al., 2020). E. Jeong et al. prepared Ni/TiO2 composite using a photodeposition method and investigated its antibacterial efficiency against E. coli and MS2 bacteriophage. It was found that the composite has higher antibacterial properties than the pristine TiO2 (E. Jeong et al., 2021). A. A. Sherwani et al. prepared Ag/TiO2 nanocomposite and evaluated its antibacterial activity toward Staphylococcus aureus (Gram-positive) and Escherichia coli (Gram-negative) bacteria. The results exhibited suitable antibacterial activities against both types of bacteria (A. A. Sherwani et al., 2021). E. Horvath et al. developed a photocatalytic-based nanocomposite filter based on TiO2 nanowires and carbon nanotubes for water purification. It was found that photocatalytically generated reactive oxygen species (ROS) on the surface of the TiO2NWs/CNTs-based filter material under exposure to sunlight contribute to an efficient removal of a broad range of organic compounds and infective microbes (E. Horvath et al.; 2022).

G. Rao et al. synthesized silver (Ag) and copper (Cu)-loaded TiO2 nanowire membrane and investigated their effectiveness in inactivating MS2 bacteriophage and E. coli. The Cu-Ag-TiO2 membrane demonstrated more significant photo-activated bactericidal and virucidal activity than the TiO2, Ag-TiO2, and Cu-TiO2 membranes under dark and UV light illumination (G. Rao et al., 2016).

Copper(II) oxide (CuO), one of the most readily available and inexpensive transition metal oxide, has significant potential to produce heterojunction areas when combined with TiO2. Due to its narrow band gap, CuO has been utilized in numerous applications, including photocatalytic removal of organic pollutants, an excellent antibacterial agent, and catalytic material. Moreover, the nontoxicity of this oxide is an essential feature (N. Sreeju et al., 2017). TiO2/CuO heterojunction composite photocatalysts have high photocatalytic and antibacterial properties (L. Gnanasekaran et al., 2021).

Iron(III) oxide (Fe2O3) nanoparticles have increasingly gained attention in photocatalytic decontamination due to their low cost, nontoxicity, large surface area, and particularly strong absorption in the visible light region (C. N. C. Hitam and A. A. Jalil, 2020). Iron oxide species with wider bandgaps, such as Fe2O3 (bandgap 2.3 eV), are more efficient for separating photo-induced charge carriers in heterojunctions than Fe3O4 with a narrow bandgap (0.1 eV). At ambient temperature, however, Fe2O3 is chemically more stable than Fe3O4, which can be oxidized in the presence of oxygen. From this perspective, it is fair to assume that incorporating Fe2O3 nanoparticles into TiO2 will considerably improve charge carrier separation in Fe2O3-TiO2 heterojunctions. The magnetic property of Fe2O3 is an important feature easier helps to recycle and regenerate, which utilizes a sustainable material for future applications (Q. Tao et al., 2020). R.T. Rasheed et al. prepared some inorganic metal oxides such as titanium dioxide (TiO2), iron(III) oxide (Fe2O3), indium oxide (In2O3), and three composite nanopowders (TiO2-Fe2O3, TiO2-In2O3, and TiO2-Fe2O3-In2O3) at (1:1, 1:1 and 1:1:1) mole ratios, respectively, using hydrothermal technique. Then investigate their antibacterial activity with two types of bacteria Gram-negative (Escherichia coli) and Gram-positive (Staphylococcus aureus). The results show that the composites have higher antibacterial activity than the pure nanopowders (R.T. Rasheed et al., 2019).

These days, the importance of selective removal of contaminants by membranes is increasing continuously in the field of water purification and environmental protection. In this regard S. Jahankhah et al. developed Fe3O4/polydopamine (PDA)/Ag as adsorptive membrane by phase inversion method and investigate the filtration efficiency and adsorption of binary mixture Rhodamine B (RhB) and Auramine O (AO) (S. Jahankhah et al.; 2022). In another study, in order to improve the filtration performance in-situ polymerization process was applied to prepare novel composite of Fe3O4/molecularly imprinted resorcinol -formaldehyde-melamine resin (Fe3O4/MIRFMR) (S. Jahankhah et al.; 2021). Resorcinol as functional monomers with multiple hydrophilic groups were used for selective removal of Rhodamine B (RhB) as target molecule. Based on the results it was found that the produced membrane could be an effective and selective option for wastewater treatment.

As it is well known, cellulose is one of the most abundant biopolymer. The abundance and unique structure makes it a remarkable material source for renewability, biodegradability, and biocompatibility. Moreover, its high number of hydroxyl groups results in large hydrogen bond networks, making it insoluble in most solvents. Consequently, it has recently been investigated in numerous advanced environmental and membrane technology applications, such as water and waste water treatment (Y. Li et al., 2018; S. Rashki et al., 2021).

Due to its specific chemical structure and properties, porosity, hydrophilicity, it is able to store a large amount of water, and efficiently transport oxygen and nutrients throughout, cellulose as support material for hybrid membranes is suitable to bacterial colonization and microorganism development. Furthermore, the cellulose and its derivate suitable for energy and environmental applications as well (P. Sherin et al.; 2022). For this reason, cellulose provides the ideal environment for bacterial growth. To overcome this problem, cellulose modification with antibacterial materials is widely investigated (B. El Mrabate el al., 2021). M. V. Arularasu et al. synthesized cellulose/TiO2 nanocomposite using the precipitation method and investigated its antibacterial activity against Staphylococcus aureus and Escherichia coli. The result shows excellent antibacterial activity against tested S. aureus and E. coli bacteria (M. V. Arularasu et al., 2020). Cellulose fibres decorated with varying TiO2 contents from 1 to 10 wt% nanoparticles were synthesized by I. Chauhan and P. Mohanty using a one-step hydrothermal process. The resultant composites contained 3.5 to 10 wt% of TiO2 have good photocatalytic and antibacterial activity compared to pure cellulose (I. Chauhan and P. Mohanty, 2015). B. El Mrabate el al. successfully prepared and characterized cellulose reinforced hybrid membranes (B. El Mrabate el al., 2020) and presented their photocatalytic properties and bacterial removal efficiency against E. coli bacteria (B. El Mrabate el al., 2021).

The main objectives of this study were to characterize the TiO2 NW-based membranes, to quantify the efficiency of the hybrid membranes by removing E. Coli and MS2 bacteriophages from aqueous solutions, and to compare the performance of the different filters. One of our recent study has already showed the usage of TiO2 NW-Fe2O3-cellulose and TiO2 NW-CuO-cellulose hybrid membranes as a promising candidate in methylene blue MB removal and photodegration (M. A. Shehab et al., 2022) and here we present the removal ability of these novel hybrid membranes against the E. coli and MS2. The unique hybrid membranes presented in this study could be ideal candidates water treatment and cleaning technologies.

2

2 Experimental

2.1

2.1 Materials

Titanium dioxide (TiO2) (P25) with an average diameter of 21 nm, ammonium hydroxide (NH4OH, 25 %) and sodium hydroxide (NaOH) was purchased from Sigma Aldrich (Hungary). The potassium hydroxide (KOH) was purchased from Thomasker Co., (Hungary). Iron chloride hexahydrate (FeCl3·6H2O) was purchased from Scharlab, (Hungary). Hydrochloric acid (HCl, 37 %), copper (II) acetate monohydrate (Cu(OOCCH3)2·H2O) was ordered from VWR Chemicals (Hungary). Cellulose micro wires originating from the DIPA ltd (Hungary). Polyvinylidene (PVDF) filter membrane with a diameter of 47 mm and the pore size of 0.1 µm (Durapore-VVLP04700) was used to produce the hybrid membranes.

Bacteriological agar, d-glucose, and sodium dihydrogen phosphate dihydrate (NaH2PO4·2H2O) were purchased from Simga-Aldrich (Switzerland). Calcium chloride dihydrate (CaCl2·2H2O), microbiology yeast extract and glycerol were provided by Merck Eurolab (Switzerland). Streptomycin was purchased from AppliChem PanReac (Germany). Tryptone (Difco 0123) and sodium chloride (NaCl) were purchased from Becton Dickinson and VWR International (Switzerland), respectively. Escherichia coli DH5α (SZMC 21399) Gram-negative strain was used for filtration test as a model organism (this bacterial strain was gifted from the Department of Microbiology, Faculty of Science and Informatics, University of Szeged). Escherichia coli (Migula 1895) Castellani and Chalmers 1919 (DSM No.: 5695) colonies were used as host cells for MS2 bacteriophage multiplication (DSM No.: 13767). Dry E. coli pellets and the MS2 phage suspension were purchased from DSMZ (Braunschweig, Germany).

2.2

2.2 Preparation of TiO2 NW-based hybrid membranes

In our earlier manuscript, the preparation and investigation of TiO2 NW, the TiO2 NW-Fe2O3 and TiO2 NW-CuO nanocomposite additives (M. A. Shehab et al., 2022) were shown. Briefly, solvothermal process was used for the preparation of TiO2 NW, and impregnation technique was applied to produce the inorganic composite additives such as TiO2 NW-Fe2O3 and TiO2 NW-CuO in both cases.

For the synthesis of hybrid membranes, firstly, the TiO2 NW-Fe2O3 and TiO2 NW-CuO nanocomposites were prepared. The calculated amount of FeCl3·6H2O and of (Cu(CH3COO)2·H2O) precursors was dissolved in 100 mL of distilled water and 100 mL of EtOH respectively, to obtain a homogeneous solution. In the next step, TiO2 NWs was added to the solutions and stirred for 1 h, then transferred to autoclave. The products obtained was washed to adjust the pH 7, and then calcinated for 2 h at 500 °C using a static furnace. The load of the Fe2O3 and CuO nanoparticles in the final nanocomposites was 5 w/w % each case.

To prepare the TiO2 NW-Fe2O3-cellulose and TiO2 NW-CuO-cellulose membranes, 0.2 g of the above-prepared composites was dipped into 100 mL of distilled water and EtOH, respectively for 1 h. Finally, 5 g of cellulose (1 w/w%) was added to the solution for another 1 h. Hybrid membranes were produces by vacuum filtration using PVDF membrane (total mass of 250 mg/membrane), then it was dried in a furnace for 30 min at 40 °C (M. A. Shehab et al., 2022).

2.3

2.3 Bacterial filtration efficiency (BFE) tests

For bacterial filtration efficiency tests, tenfold serial dilution was made from the initial starter culture in 30 mL Lysogeny Broth (LB) medium. The colony forming unit (cfu) concentration of the sixth tenfold dilution was 1.21 ± 0.24 × 103 cfu/mL determined by the colony counting method. This suspension was used for the filtration experiment providing a countable number of colonies on the agar plate. Before each filtration, 3 × 100 µL sample was evenly spread on the top of LB agar plate to check the initial colony forming unit concentration (CFU0). The filtration was performed using glass vacuum filtration device (Sartorius Stedim Biotech 16306–25 mm) without vacuum pump, applying gravity driven filtration. After filtration 3 × 100 µL sample was also taken from the filtrated suspension to determine the number of the colony forming units of the filtrate (CFUf) and then to derive BFE% values using the following formula: BFE % = CFU 0 - CFU f CFU 0 100 %

2.4

2.4 Virus filtration efficiency tests

The required media for bacteria and MS2 growth and filtration (such as antibiotic solution, broth, virus dilution buffer, hard and soft agar) were produced as offered by B.M. Pecson et al. (B. M. Pecson et al., 2009). MS2 was replicated using its host Escherichia coli strain and subsequently purified and concentrated in different steps, according to the protocol provided by DSMZ. Because of the sensitive nature of MS2 bacteriophages, the amount of plaque forming units (PFUs) in a suspension had to be determined from time to time. The initial stock of purified MS2 had the concentration of 7.6 × 107 PFU/mL. For further usage, the initial stock was diluted in virus dilution buffer (VDB). Hence, the detection limit of ∼ 4 LRV (Log Reduction Value) or 99.99 % was determined by the phage enumeration that used a maximum sample volume of 2 mL. VDB was prepared using NaH2PO4·2H2O, NaCl and water. The pH (pH = 7.0) was adjusted by adding drops of 0.1 M NaOH solution. Room temperature (23 °C) was maintained throughout the virus filtration experiments. The concentration of the MS2 bacteriophages was determined after the incubation. Each enumeration of MS2 samples was performed twice, and each condition was tested three times.

Filtration experiments, the as-prepared hybrid membranes were placed into a 200 mL glass funnel with a porous glass insert at the bottom. During the experiments so-called gravity driven filtration was applied, consequently vacuum suction was not used to enhance the flux of the filtered liquid. A control experiment was also performed without a filter to investigate the influence of the equipment on the retention of the bacteriophages, given that the system is porous. 30 mL of the virus dilution buffer was infected with the calculated volume of bacteriophage stock to reach the active phage concentration of 10 PFU/mL. This allowed the investigation of retention of up to 2 magnitudes (2 Log). Separate experiments were performed both with membranes containing TiO2 NW-Fe2O3 and TiO2 NW-CuO nanocomposites. One millilitre of the filtered liquid was collected after each filtration and used to infect E. coli for virus enumeration. Filtration experiments were performed at pH values 7.0 to simulate real-life situations.

2.5

2.5 Toxicological tests

Toxicology test was done by the Kisanalitika Kft. (Sajóbábony - Hungary). Fish tests can be used to assess the environmental risk of surface water or to determine the toxic effects of pollution. Acute toxicity is a detectable adverse effect in an organism within a short period of time (within days) after exposure to a substance. In this study, acute toxicity is expressed as the lethal concentration 50 (LC50), i.e. the concentration of the toxic material in water that causes death in 50 % of the test fish group within given period of time. A static test was used, so the test solution does not flow and the solutions remain unchanged throughout the experiments. In our case zebrafish (Danio rerio) were used to perform the tests. The fish must be in good health and free from any visible physical defects. Water toxicity testing was performed using a dilution series, using the water from the fish aquarium as dilution water, which also serves as the water for the control test group. The dilution water in the aquarium was aerated and its oxygen and pH were checked regularly. The test groups were placed in 500 mL of 24-hour soaking water of hybrid membranes or in water filtered also using the tested hybrid membranes. Each test group contained 5 fishes. Fishes were exposed to the test substance added to the water, over the concentration range tested, for a period of 48 h. Fish mortality was recorded at specified intervals, in this case after 2 h, 24 h and 48 h.

2.6

2.6 Characterization

The surface morphology and the three-dimensional architecture of hybrid membranes was characterized using YXLON FF35 dual-beam X-ray micro computed tomography equipment (CT) (microfocus X-ray tube, transmission beam, acceleration voltage: 50 kV).

Raman spectroscopy measurements were carried out using a high-resolution Raman spectrometer (Nicolet Almega XR, Thermo Electron Corporation, Waltham, MA, USA) equipped with a 532 nm Nd:YAG laser (50 mW).

Furthermore, our recently published paper presented a wide range of characterization of the as-prepared membranes, such as transmission electron microscopy (TEM), scanning electron microscopy (SEM), X-ray powder diffraction (XRD), specific surface area measurement (BET), etc., and their photocatalytic properties in the decomposition of against methylene blue organic dye (M. A. Shehab et al., 2022).

Electrophoretic measurement was performed by dynamic light scattering (DLS) (ZetaSizer NS-Malvern, UK) device. The measurement is based on the combination of laser Doppler velocimetry and phase analysis of light scattering (PALS) in Malvern’s M3-PALS technique.

Inductively coupled optical emission spectrometry (ICP-OES) measurements were performed in a Varian 720 ES ICP-OES device to determine the amount of Cu and Fe dissolved during the filtration experiments.

The FTIR spectra were recorded on a Bio-Rad Digilab Division FTS65A/896 FT-IR spectrometer equipped with a DTGS detector and a Ge/KBr beamsplitter, between 4000 and 400 cm−1, at 4 cm−1 optical resolution. A Harrick’s Meridian® SplitPea Single Reflection Diamond ATR accessory was used, so no sample preparation was required. The spectrometer was controlled by Win IR Pro v. 3.3 (Bio-Rad Digilab Division) software, and the spectra were analyzed using GRAMS/AI v. 7.0 (Thermo Galactic) software.

3

3 Results and discussion

3.1

3.1 CT, Raman and FT-IR spectroscopy analysis

In our recently published study (M. A. Shehab et al., 2022) TEM and SEM analysis was performed in case of both TiO2 NW-based composite additives and the hybrid membranes. It was found that the electron microscopy results showed properly the structure of as-prepared nanocomposite additives and the surface properties of hybrid membranes, although these measurements were did not provided information about the 3D structure of the hybrid membranes. Furthermore, there are some other limitations of the usage of the electron microscopy techniques in the field of membrane technology, such as the small size of the investigated area. In order to gain information about the homogeneity and the 3D morphology of the whole hybrid membrane structure, micro CT analysis was performed. Fig. 1 shows the 3D cross section analysis of TiO2 NW-Fe2O3-cellulose (Fig. 1 a, b) and TiO2 NW-CuO-cellulose (Fig. 1 c, d) membranes.

3D CT cross section analysis of TiO2 NW-Fe2O3-cellulose (a, b) and TiO2 NW-CuO-cellulose (c, d) hybrid membranes.
Fig. 1
3D CT cross section analysis of TiO2 NW-Fe2O3-cellulose (a, b) and TiO2 NW-CuO-cellulose (c, d) hybrid membranes.

As can be seen in Fig. 1, no significant different was observed in the membrane structures. In both types of hybrid membrane, the brighter shapes represent the presence of cellulose, while the grey fibrous material was originating from the TiO2 NW-Fe2O3 (Fig. 1 a, b) and TiO2 NW-CuO (Fig. 1 c, d) nanocomposite additives. It was found, that in good approximation homogeneous distribution of the nanocomposite additives and cellulose in the hybrid membrane structure was formed.

The material volume values of the hybrid membranes were also determined in the full 3D extension as can be seen in Table 1. There was no difference between the measured volume of materials, it was 0.33 mm3 in both cases. Furthermore, the obtained percentage by volume of materials values were also rather similar, the difference between the values was only 0.5 %. Based on the results obtained, it can be concluded that the 3D structure of the membranes produced is practically identical, so that the differences observed in the E. coli and MS2 filtration experiments are certainly due to differences in the material quality of the membranes and not to morphological differences.

Table 1 Material volume values of the hybrid membranes.
Sample Volume of material (mm3) Percentage by volume of material (%)
TiO2 NWs-Fe2O3-cellulose 0.33 45.6
TiO2 NWs-CuO-cellulose 0.33 46.1

In order to prove the chemical interaction between cellulose and TiO2 NW-based nanocomposite additives, Raman spectroscopy analyses were recorded. Fig. 2a and b illustrates the Raman spectra of TiO2 NW-CuO and TiO2 NW-Fe2O3 nanocomposites (black curves), the pristine cellulose (red curves) and the as-prepared TiO2 NW-CuO-cellulose and TiO2 NW-Fe2O3-cellulose hybrid membranes (blue curves), respectively.

Raman analysis of TiO2-CuO-cellulose (a) and TiO2-Fe2O3-cellulose (b) hybrid membranes.
Fig. 2
Raman analysis of TiO2-CuO-cellulose (a) and TiO2-Fe2O3-cellulose (b) hybrid membranes.

Raman spectra in Fig. 2a show three peaks at 143, 412, and 638 cm−1 corresponding to the Eg (144 cm−1), B1g (399 cm−1), and Eg (639 cm−1) modes of anatase TiO2 crystals, respectively (W. T. Pawlewicz et al., 1983), and peaks at 284 and 636 cm−1 belonging to the Ag (296 cm−1) and B2g (636 cm−1) modes of CuO crystals, respectively (T. Yu et al., 2004).

The characteristic peaks of cellulose can be identified at 138, 1097, 1365 and 1650 cm -1, as can be seen in Fig. 2 a red curve (K. Schenzel and S. Fischer, 2001). In Fig. 2 a blue curve shift in both the characteristic peaks of TiO2-CuO nanocomposite and cellulose were observed in the spectrum of hybrid membrane. Moreover, as can be seen on the spectrum of the hybrid membrane new peaks appear at 1028, 1439 and 1549 cm−1 (marked by green colour in Fig. 2 a). It can be assumed that these bands originated from the interaction of the TiO2-CuO nanocomposite and the oxygen containing surface functional groups of cellulose while there are no characteristic peaks of the nanocomposite and the cellulose in this region.

In the case of TiO2-Fe2O3-cellulose hybrid membrane the Raman spectra in Fig. 2 b show three peaks at 143, 450 and 659 cm−1 corresponding to the Eg (144 cm−1), B1g (399 cm−1), and Eg (639 cm−1) modes of anatase TiO2 crystals, respectively (W. T. Pawlewicz et al., 1983), and peaks at 286, 658 and 880 cm−1 belonging to the Eg (293, 613 and 814 cm−1) modes of α-Fe2O3 crystals, respectively (H. Mansour et al.; 2020). Similarly, to the TiO2-CuO-cellulose membrane (Fig. 2 a) the characteristic peaks of TiO2-Fe2O3 nanocomposite and cellulose were shifted slightly in the spectrum of TiO2-Fe2O3-cellulose hybrid membrane (Fig. 2 b blue curve). Furthermore, new peaks appear at 993 and 1516 cm−1 (marked by green colour in Fig. 2 b). These peaks can also be attributed to the interaction of the TiO2-Fe2O3 nanocomposite and the oxygen containing surface functional groups of cellulose. The above-mentioned phenomena could be explained by the formation of non-covalent interactions, presumably hydrogen bonds, between the TiO2-CuO, TiO2-Fe2O3 nanocomposites and cellulose fibres, resulting in band shifting and new characteristic peaks (B. El Mrabate et al., 2020).

For further characterization and to answer the question without doubt, that chemical bond formed between the membrane components, FT-IR analysis was performed. Beside the reference cellulose (black curve) and TiO2 NW/cellulose (red curve), the IR spectra of the hybrid membranes (blue and brown curves) are shown in Fig. 3 in the range of 400 to 800 cm−1. This low frequency range features mainly the metal-oxigen stretching vibrational bands. As can be seen the black curve the cellulose has five bands with an intensity at 434, 518, 557, 609 and 663 cm−1, while the TiO2 NW/cellulose composite has two bands with considerable intensity at 439 and 584 cm−1. In the case of hybrid membranes, the above mentioned peaks slightly shifted - from 439 cm−1 to 440 and 442 cm−1 and from 584 cm−1 to 586 cm−1 -, presumably due to the chemical interaction between the CuO, Fe2O3 nanoparticles and TiO2 NW. Furthermore, a new band can be observed in both the hybrid membranes spectra at 669 cm−1 (marked by green), which is assigned to the metal–oxygen stretching band due to the presence of interaction between the TiO2 NW and CuO and Fe2O3 nanoparticles, since there are no characteristic bands of the pristine components in this region (O. P. Keabadile et al., 2020; A. Lassoued et al., 2017).

FT-IR analysis of cellulose (black curve), TiO2-cellulose (red curve), TiO2-CuO-cellulose (blue curve) and TiO2-Fe2O3-cellulose (brown curve).
Fig. 3
FT-IR analysis of cellulose (black curve), TiO2-cellulose (red curve), TiO2-CuO-cellulose (blue curve) and TiO2-Fe2O3-cellulose (brown curve).

3.2

3.2 Zeta potential and ICP-OES measurements

Zeta potential (ζ) of the hybrid membranes and raw materials was measured at pH 7.0 and the results presented in Table 2. Prior to the experiments, the samples were dispersed in deionized water to reach the final concentration of 0.1 wt%. Each measurement was repeated three times.

Table 2 Zeta potential values of the pristine cellulose and the TiO2 NWs-based membranes at pH 7.0.
Sample Zeta (ζ) potential (mV)
cellulose –32.2 ± 1.1
TiO2 NWs-cellulose −27.9 ± 1.0
TiO2 NWs-Fe2O3-cellulose −18.2 ± 0.5
TiO2 NWs-CuO-cellulose −10.4 ± 0.3

By analyzing the ζ potential of cellulose, TiO2 NWs-cellulose, and the hybrid membranes, we can conclude whether the efficiency of virus retention can be improved by the CuO and Fe2O3 nanoparticles adhered on the surface of TiO2 NWs. The zeta potential of the neat cellulose is negative (–32.2 mV) whereas the hybrid membranes became more positively charged due to the functionalization (-18.2 and −10.4 mV). The surface treatment shifts the isoelectric point (IEP) towards higher values (the surface becomes more positively charged), consequently the filtration efficiency of MS2 could be also increasing, due to the electrostatic interaction between the surface of hybrid membranes and the bacteriophages. Since, the ζ potential of MS2 is approximately −30 mV (V.I. Syngouna and C.V. Chrysikopoulos, 2010), it is not expected a high virus retention value from the pure cellulose with a ζ potential of –32.2 mV.

In contrast to this, Fe2O3 and CuO nanoparticles have been shown to have positive ζ potential at pH 7.0 (M. Kosmulski, 2009). It can also be ascertained that the surface functionalization of TiO2 NWs by applying CuO and Fe2O3 nanoparticles shifted the zeta potential values to less negative region in the case of hybrid membranes, as can be seen in Table 2. These findings mean that the electric properties of the surface of TiO2 NWs-based membranes are more favourable for the retention of MS2 bacteriophages.

Samples for inductively coupled optical emission spectrometry (ICP-OES) measurements have been prepared to determine the total dissolved Cu and Fe content by filtering deionized water of pH 7.0 through the membrane under the previously detailed experimental conditions. The results show in Table 3 that in each case the dissolved amount of metal ions less than the WHO limitations (World Health Organization, 2017) (Cu < 2 mg/L; Fe - no health-based guideline value is proposed for iron); thus, the dissolution of Cu and Fe during filtration does not overstep in extent the international guidelines. Furthermore, based on the values obtained, it is assumed that leaching not affects the results of E. Coli and MS2 filtration experiments.

Table 3 Determination of dissolved amount of Cu and Fe content by ICP-OES measurement.
Sample Cu (µg/L) Fe (µg/L)
TiO2/Fe2O3/cellulose 57 ± 0,0010
TiO2/CuO/cellulose 46 ± 0,0003

3.3

3.3 E. coli filtration experiments results

Before the filtration tests began, control experiments were performed without applying the as-prepared hybrid membranes to investigate the possible adsorption on the membrane holder of the funnel. The E. coli removal efficiency values are shown in Fig. 4. In both cases, the membranes containing TiO2 NW-based inorganic nanocomposite additives showed significantly higher E. coli removal (Fig. 4 red and orange columns) than membranes were build using only TiO2 NW and cellulose without the usage of Fe2O3 and CuO nanoparticles (Fig. 4 green column). As can be seen the highest E. coli removal was achieved by the TiO2 NW-Fe2O3-cellulose membrane with an efficiency of 61 % (Fig. 4 red column). Furthermore, the effectiveness of TiO2 NW-CuO-cellulose membrane was increased (Fig. 4 orange column − 51 %) comparing with the pure TiO2 NW-cellulose membrane (Fig. 4 green column − 39 %). Although, the removal efficiency of the pure cellulose membrane was also measured it was not presented in the Fig. 3, because of it was not feasible the gravity driven filtration with these membranes.

E. coli removal efficiency (BFE%) of TiO2 NW-based hybrid membranes.
Fig. 4
E. coli removal efficiency (BFE%) of TiO2 NW-based hybrid membranes.

Based on the above-mentioned results, it was found that in terms of E. coli removal, the incorporation of TiO2 NW-Fe2O3 and TiO2 NW-CuO nanocomposites into the hybrid membrane structures provided increased bacteria removal efficiency. As can be seen in Fig. 4 the application of TiO2 NW-based additives caused a significant improvement in the E. coli filtration efficiency in both cases. Consequently, the outstanding filtration performance of hybrid membranes indicates that the removal properties of the membranes are mainly attributed to the TiO2 NW-Fe2O3 and TiO2 NW-CuO nanocomposite additives.

3.4

3.4 MS2 filtration experiments results

The results of MS2 filtration experiments are presented in Figs. 5 and 6. It was found that both membranes were capable of retaining MS2 bacteriophages as model contaminants, but the efficiency of the membranes was significantly different.

MS2 enumeration plates of TiO2-cellulose (a); TiO2-Fe2O3-cellulose (b) and TiO2-CuO-cellulose (c) membranes after filtration experiments, investigating 2 LRV value.
Fig. 5
MS2 enumeration plates of TiO2-cellulose (a); TiO2-Fe2O3-cellulose (b) and TiO2-CuO-cellulose (c) membranes after filtration experiments, investigating 2 LRV value.
MS2 retention of the TiO2 NW-based hybrid membranes in gravity driven filtration.
Fig. 6
MS2 retention of the TiO2 NW-based hybrid membranes in gravity driven filtration.

As can be seen in Fig. 5 c and Fig. 6 orange column the CuO-coated TiO2 NW-based membrane provided the most promising adsorption properties. While the TiO2-CuO-cellulose membrane showed LRV of up to 2 at pH 7 (Fig. 5 c and Fig. 6 orange column), the LRVs of TiO2-Fe2O3-cellulose and TiO2-cellulose membranes showed significantly lower virus retention capacity. In the case of TiO2-Fe2O3-cellulose membrane (Fig. 5 b and Fig. 6 red column) the virus retention value was 1.2 LRV, while this value was only 0.6 LRV using TiO2-cellulose membrane (Fig. 5 a and Fig. 6 green column). As it was previously published, during virus filtration not only the specific surface area but also the electrostatic force between the bacteriophages and the adsorbents are very significant parameters for virus rejection (Z. Németh et al., 2019). The enhanced virus retention value in the case of TiO2-CuO-cellulose membrane can be explained by two main phenomena: the inactivation of virions by CuO nanoparticles and their surface adsorption by electrostatic force (L. Sellaoui et al., 2021).

3.5

3.5 Toxicology experiments results

The results of the toxicological tests are given in Table 4. After performing the tests, it was found that none of the membranes showed any toxic properties under the experimental set-up we used (1 membrane soaked in 500 mL dilution water or 500 mL of filtered water, respectively). None of the fish groups showed any mortality during the test period.

Table 4 Toxicological results of hybrid membranes.
Sample mortarity after
2 h
mortarity after 24 h mortarity after
48 h
TiO2 NWs/cellulose none none none
TiO2 NWs-Fe2O3/cellulose none none none
TiO2 NWs-CuO/cellulose none none none

4

4 Conclusion

In this study, a successful attempt with TiO2 nanowire-based hybrid membranes was showed in the field of removal of pathogens from water by gravity-driven filtration. The bacterial and virus retention ability against Gram-negative E. coli bacteria and MS2 bacteriophages of the novel TiO2 nanowire-based hybrid membranes were studied, respectively.

Comparing inorganic components of nanocomposite materials, Fe2O3 decorated TiO2 NW-based membranes showed somewhat higher E. coli removal value (61 %) than CuO decorated membranes (51 %), while the TiO2 NW-CuO-cellulose samples presented outstanding efficiency in virus filtration experiment. Results revealed that the TiO2 NW-CuO-cellulose membranes provide noteworthy virus retention capability and our results confirmed a virus retention of up to 2 Log (99.99 %). Probably due to the synergetic effect of TiO2-CuO nanocomposite and cellulose matrix material, the as-prepared hybrid membranes could provide a possible solution for water cleaning, since TiO2 could potently increase adsorption efficacy of organic pollutants from water and also serve as high-surface-area support to the CuO nanoparticles as virus adsorbent. Hence, efficiency as “at least” LRV = 2 Log should indicate, since there were no more MS2 to be removed at the end of the experiment. Presumably, it can mean, that the MS2 removal efficiency of the TiO2 NW-CuO-cellulose membrane can be even higher. Future experiments with higher initial virion concentrations are planned to judge the real LRV for the selected nanocomposite. The overall excellence performance of the TiO2-CuO-cellulose hybrid membranes suggests that future development could be resulted a promising membrane material for the treatment of pathogens-contaminated water. In the near future, we would like to perform stability tests on the membranes after their optimization to larger water quantities, in order to provide alternatives for everyday water treatment applications. Besides, the regeneration and reusability of the as-prepared hybrid membranes by the involvement of environmental UV chamber is also planned.

Acknowledgements

This research was funded by National Research, Development and Innovation Office (NRDI Fund), grant number 2020-2.1.1-ED-2020-00029, Hungary and the experimental data used in this research were generated through access to the JRC Nanobiotechnology Laboratory under the Framework of access to the Joint Research Centre Physical Research Infrastructures of the European Commission (Virimmo project, Research Infrastructure Access Agreement N° 36171/11). We would like to acknowledge to the Kisanalitika Laboratory Services Ltd. for the toxicology investigations and the DIPA Zrt. that provided for us the raw cellulose material. Zoltán Németh would like to thank the Hungarian Academy of Sciences Bolyai János Research Scholarship Program.

Declaration of Competing Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

References

  1. , , , . Synthesis and characterization of cellulose/TiO2 nanocomposite: Evaluation of in vitro antibacterial and in silico molecular docking studies. Carbohydr. Polymers. 2020;249:116868
    [CrossRef] [Google Scholar]
  2. , , , , , . Photocatalytic nanofiber membranes for the degradation of micropollutants and their antimicrobial activity: recent advances and future prospects. Membranes. 2021;11:678.
    [CrossRef] [Google Scholar]
  3. , , . In situ decoration of TiO2 nanoparticles on the surface of cellulose fibers and study of their photocatalytic and antibacterial activities. Cellulose. 2015;22:507-519.
    [CrossRef] [Google Scholar]
  4. , , , . Recent breakthroughs in nanostructured antiviral coating and filtration materials: a brief review. RSC Adv.. 2022;12:16369.
    [Google Scholar]
  5. , , , , , , , , . Development of bacterial cellulose–ZnO–MWCNT hybrid membranes: a study of structural and mechanical properties, R. Soc. Open Sci.. 2020;7:200592
    [CrossRef] [Google Scholar]
  6. , , , , , , , , , , , . Widespread applicability of bacterial cellulose-ZnO-MWCNT hybrid membranes. Arab. J. Chem.. 2021;14:103232
    [CrossRef] [Google Scholar]
  7. , , , , , , , , , . Visible light driven exotic p (CuO) - n (TiO2) heterojunction for the photodegradation of 4-chlorophenol and antibacterial activity. Environ. Pollut.. 2021;287:117304
    [CrossRef] [Google Scholar]
  8. , , , , , , , . Surface modification of TiO2 nanoparticles with CuO for visible-light antibacterial applications and photocatalytic degradation of antibiotics. Ceram. Inter.. 2021;47(23):33875-33885.
    [CrossRef] [Google Scholar]
  9. , , . A review on exploration of Fe2O3 photocatalyst towards degradation of dyes and organic contaminants. J. Environ. Management. 2020;258:110050
    [CrossRef] [Google Scholar]
  10. , , , , , , , , , , , . Solar water purification with photocatalytic nanocomposite filter based on TiO2 nanowires and carbon nanotubes, npj Clean. Water. 2022;5(1):1-11.
    [CrossRef] [Google Scholar]
  11. , , , , , . Hydrophilic magnetic molecularly imprinted resin in PVDF membrane for efficient selective removal of dye. J. Environ. Manag.. 2021;300:113707
    [CrossRef] [Google Scholar]
  12. , , , , , . Fabrication polyvinyl chloride mixed matrix membrane via embedding Fe3O4/ polydopamine /Ag nanocomposite for water treatment. Mat. Sci. Eng. B. 2022;285:115935
    [CrossRef] [Google Scholar]
  13. , , , , , , , . Long-term and stable antimicrobial properties of immobilized Ni/TiO2 nanocomposites against Escherichia coli, Legionella thermalis, and MS2 bacteriophage. Environ. Res.. 2021;194:110657
    [CrossRef] [Google Scholar]
  14. , , , , . Green and traditional synthesis of copper oxide nanoparticles - comparative study. Nanomaterials. 2020;10(12):2502.
    [CrossRef] [Google Scholar]
  15. Kosmulski, M. 2009. Surface charging and points of zero charge, Surfactant Sci. Series 145. 1st edition. CRC Press, Boca Raton. https://doi.org/10.1201/9781420051896.
  16. , , , , . Control of the shape and size of iron oxide (α-Fe2O3) nanoparticles synthesized through the chemical precipitation method. Results Phys.. 2017;7:3007-3015.
    [CrossRef] [Google Scholar]
  17. , , , , . Nanocomposite film containing fibrous cellulose scaffold and Ag/TiO2 nanoparticles and its antibacterial activity. Polymers. 2018;10:1052.
    [CrossRef] [Google Scholar]
  18. , , , , , . Hydrothermal synthesis of pure and bio modified TiO2: characterization, evaluation of antibacterial activity against gram positive and gram negative bacteria and anticancer activity against KB oral cancer cell line. Arab. J. Chem.. 2020;13:3484-3497.
    [CrossRef] [Google Scholar]
  19. , , , , , , . Visible-light-active CuOx-loaded Mo-BiVO4 photocatalyst for inactivation of harmful bacteria (Escherichia coli and Staphylococcus aureus) and degradation of orange II dye. ACS Omega. 2021;6:23901-23912.
    [CrossRef] [Google Scholar]
  20. , , , , . Novel α-Fe2O3/TiO2 nanocomposites with enhanced photocatalytic activity. Appl. Phys. A.. 2020;126:151.
    [CrossRef] [Google Scholar]
  21. , , , , , . Energy-efficient CuO/TiO2@GCN cellulose acetate-based membrane for concurrent filtration and photodegradation of ketoprofen in drinking and groundwater. Appl. Sci.. 2022;12:1649.
    [CrossRef] [Google Scholar]
  22. , , , , , , . Recent progress in nanomaterial-functionalized membranes for removal of pollutants. iScience. 2022;25(7):104616
    [CrossRef] [Google Scholar]
  23. , , , , , , , , . Enhanced virus filtration in hybrid membranes with MWCNT nanocomposite. Roy. Soc. Open Sci.. 2019;6:181294
    [CrossRef] [Google Scholar]
  24. , , , . Structural characterization of TiO2 optical coatings by Raman spectroscopy. Appl. Opt.. 1983;22(12):1837.
    [CrossRef] [Google Scholar]
  25. , , , . Quantitative PCR for determining the infectivityof bacteriophage MS2 upon inactivation byheat, UV-B radiation, and singlet oxygen. Appl. Environ. Microbiol.. 2009;75:5544-5554.
    [CrossRef] [Google Scholar]
  26. , , , . Photocatalytic TiO2 nanomaterials as potential antimicrobial and antiviral agents: scope against blocking the SARS-COV-2 spread. Micro Nano Eng.. 2022;14:100100
    [CrossRef] [Google Scholar]
  27. , , , , , , . Enhanced disinfection of Escherichia coli and bacteriophage MS2 in water using a copper and silver loaded titanium dioxide nanowire membrane. Front. Environ. Sci. Eng.. 2016;10(4):11.
    [CrossRef] [Google Scholar]
  28. , , , . Antibacterial activity of TiO2 and TiO2 composites nanopowders prepared by hydrothermal method. Materials Research Express. 2019;6:0850a5.
    [CrossRef] [Google Scholar]
  29. , , , , , , , , , , , , . Cellulose-based nanofibril composite materials as a new approach to fight bacterial infections. Front. Bioeng. Biotechnol.. 2021;9:732461
    [CrossRef] [Google Scholar]
  30. , , . NIR FT Raman spectroscopy - a rapid analytical tool for detecting the transformation of cellulose polymorphs. Cellulose. 2001;8:49-57.
    [CrossRef] [Google Scholar]
  31. , , , , , , , , . Make it clean, make it safe: A review on virus elimination via adsorption. Chem. Eng. J.. 2021;412:128682
    [CrossRef] [Google Scholar]
  32. , , , , . TiO2-Fe2O3 nanocomposite heterojunction for superior charge separation and the photocatalytic inactivation of pathogenic bacteria in water under direct sunlight irradiation. J. Environ. Chem. Eng.. 2018;6(1):134-145.
    [CrossRef] [Google Scholar]
  33. , , , , . Sustainable fabrication of silver-titania nanocomposites using goji berry (Lycium barbarum L.) fruit extract and their photocatalytic and antibacterial applications. Arab. J. Chem.. 2021;14:103456
    [CrossRef] [Google Scholar]
  34. , , , , , , , , , , . Preparation and photocatalytic performance of TiO2 nanowire-based self-supported hybrid membranes. Molecules. 2022;27(9):2951.
    [CrossRef] [Google Scholar]
  35. , , , , , , . Nanocellulose and its derivative materials for energy and environmental applications. J. Mater. Sci.. 2022;57:6835-6880.
    [Google Scholar]
  36. , , , , . Enhanced UV-Visible triggered photocatalytic degradation of brilliant green by reduced graphene oxide based NiO and CuO ternary nanocomposite and their antimicrobial activity. Arab. J. Chem.. 2020;13(4):5137-5150.
    [CrossRef] [Google Scholar]
  37. , , , . Studies on catalytic degradation of organic pollutants and anti-bacterial property using biosynthesized CuO nanostructures. J. Mol. Liq. 2017;242:690-700.
    [CrossRef] [Google Scholar]
  38. , , . Interaction between Viruses and Clays in Static and Dynamic Batch Systems. Environ. Sci. Technol.. 2010;44(12):4539-4544.
    [CrossRef] [Google Scholar]
  39. , , , , , , , , , . Aerobic oil-phase cyclic magnetic adsorption to synthesize 1D Fe2O3@TiO2 nanotube composites for enhanced visible-light photocatalytic degradation. Nanomaterials. 2020;10:1345.
    [CrossRef] [Google Scholar]
  40. , , , , . Prospects of synthesized magnetic TiO2-based membranes for wastewater treatment: a review. Materials. 2021;14:3524.
    [CrossRef] [Google Scholar]
  41. , , , , , , . Nutrients removal from municipal wastewater by chemical precipitation in a moving bed biofilm reactor. Process Biochem.. 2006;41(4):824-828.
    [CrossRef] [Google Scholar]
  42. World Health Organiztaion, 2017. Guidelines for drinking-water quality. 4th ed. Geneva, pp. 242-244. https://www.who.int/publications/i/item/9789241549950.
  43. , , , , , , . TiO2 nanocomposite ceramics doped with silver nanoparticles for the photocatalytic degradation of methylene blue and antibacterial activity against Escherichia coli. Eng. Sci. Technol. Inter J. 2022101175
    [CrossRef] [Google Scholar]
  44. , , , , , . Investigation of individual CuO nanorods by polarized micro-Raman scattering. J. Cryst. Growth. 2004;268(3–4):590-595.
    [CrossRef] [Google Scholar]
  45. , , , , , , . Purification of phenol-contaminated water by adsorption with quaternized poly(dimethylaminopropyl methacrylamide)-grafted PVBC microspheres. J. Mater. Chem. A. 2015;3:4620-4636.
    [CrossRef] [Google Scholar]
  46. , , , , , , , , . Spatially confined Fe2O3 in hierarchical SiO2@TiO2 hollow sphere exhibiting superior photocatalytic efficiency for degrading antibiotics. Chem. Eng. Journal 2020:122583. 380
    [CrossRef] [Google Scholar]
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