Mirabbos Hojamberdiev1, Bożena Czech2, Anna Wasilewska3, Anna Boguszewska-Czubara4, Kunio Yubuta5, Hajime Wagata6, Shahlo S Daminova7, Zukhra C Kadirova7, Ronald Vargas8. 1. Institut für Chemie, Technische Universität Berlin, Straße des 17. Juni 135, 10623 Berlin, Germany. Electronic address: hmirabbos@gmail.com. 2. Department of Radiochemistry and Environmental Chemistry, Institute of Chemical Sciences, Faculty of Chemistry, Maria Curie-Skłodowska University, Pl. M. Curie-Skłodowskiej 3, 20-031 Lublin, Poland. Electronic address: bczech@hektor.umcs.lublin.pl. 3. Department of Radiochemistry and Environmental Chemistry, Institute of Chemical Sciences, Faculty of Chemistry, Maria Curie-Skłodowska University, Pl. M. Curie-Skłodowskiej 3, 20-031 Lublin, Poland. 4. Department of Medical Chemistry, Medical University of Lublin, Chodźki 4a, Lublin 20-093, Poland. 5. Department of Applied Quantum Physics and Nuclear Engineering, Kyushu University, Fukuoka 819-0395, Japan. 6. Department of Applied Chemistry, School of Science and Technology, Meiji University, Kawasaki 214-8571, Japan. 7. Department of Inorganic Chemistry, National University of Uzbekistan, Tashkent 100174, Uzbekistan; Uzbekistan-Japan Innovation Center of Youth, University Str. 2B, Tashkent 100095, Uzbekistan. 8. Instituto Tecnológico de Chascomús (INTECH) - Consejo Nacional de Investigaciones Científicas y Técnicas (CONICET) / Universidad Nacional de San Martín (UNSAM), Avenida Intendente Marino, Km 8,2, B7130IWA Chascomús, Provincia de Buenos Aires, Argentina.
Abstract
The use of antiviral drugs has surged as a result of the COVID-19 pandemic, resulting in higher concentrations of these pharmaceuticals in wastewater. The degradation efficiency of antiviral drugs in wastewater treatment plants has been reported to be too low due to their hydrophilic nature, and an additional procedure is usually necessary to degrade them completely. Photocatalysis is regarded as one of the most effective processes to degrade antiviral drugs. The present study aims at synthesizing multiphase photocatalysts by a simple calcination of industrial waste from ammonium molybdate production (WU photocatalysts) and its combination with WO3 (WW photocatalysts). The X-ray diffraction (XRD) results confirm that the presence of multiple crystalline phases in the synthesized photocatalysts. UV-Vis diffuse reflectance spectra reveal that the synthesized multiphase photocatalysts absorb visible light up to 620 nm. Effects of calcination temperature of industrial waste (550-950 °C) and WO3 content (0-100%) on photocatalytic activity of multiphase photocatalysts (WU and WW) for efficient removal of SARS-CoV-2 antiviral drugs (lopinavir and ritonavir) in model and real wastewaters are studied. The highest k1 value is observed for the photocatalytic removal of ritonavir from model wastewater using WW4 (35.64 ×10-2 min-1). The multiphase photocatalysts exhibit 95% efficiency in the photocatalytic removal of ritonavir within 15 of visible light irradiation. In contrast, 60 min of visible light irradiation is necessary to achieve 95% efficiency in the photocatalytic removal of lopinavir. The ecotoxicity test using zebrafish (Danio rerio) embryos shows no toxicity for photocatalytically treated ritonavir-containing wastewater, and the contrary trend is observed for photocatalytically treated lopinavir-containing wastewater. The synthesized multiphase photocatalysts can be tested and applied for efficient degradation of other SARS-CoV-2 antiviral drugs in wastewater in the future.
The use of antiviral drugs has surged as a result of the COVID-19 pandemic, resulting in higher concentrations of these pharmaceuticals in wastewater. The degradation efficiency of antiviral drugs in wastewater treatment plants has been reported to be too low due to their hydrophilic nature, and an additional procedure is usually necessary to degrade them completely. Photocatalysis is regarded as one of the most effective processes to degrade antiviral drugs. The present study aims at synthesizing multiphase photocatalysts by a simple calcination of industrial waste from ammonium molybdate production (WU photocatalysts) and its combination with WO3 (WW photocatalysts). The X-ray diffraction (XRD) results confirm that the presence of multiple crystalline phases in the synthesized photocatalysts. UV-Vis diffuse reflectance spectra reveal that the synthesized multiphase photocatalysts absorb visible light up to 620 nm. Effects of calcination temperature of industrial waste (550-950 °C) and WO3 content (0-100%) on photocatalytic activity of multiphase photocatalysts (WU and WW) for efficient removal of SARS-CoV-2 antiviral drugs (lopinavir and ritonavir) in model and real wastewaters are studied. The highest k1 value is observed for the photocatalytic removal of ritonavir from model wastewater using WW4 (35.64 ×10-2 min-1). The multiphase photocatalysts exhibit 95% efficiency in the photocatalytic removal of ritonavir within 15 of visible light irradiation. In contrast, 60 min of visible light irradiation is necessary to achieve 95% efficiency in the photocatalytic removal of lopinavir. The ecotoxicity test using zebrafish (Danio rerio) embryos shows no toxicity for photocatalytically treated ritonavir-containing wastewater, and the contrary trend is observed for photocatalytically treated lopinavir-containing wastewater. The synthesized multiphase photocatalysts can be tested and applied for efficient degradation of other SARS-CoV-2 antiviral drugs in wastewater in the future.
In recent years, epidemic and pandemic viral diseases, such as swine influenza virus (H1N1), Ebola virus disease (EVD), Middle East respiratory syndrome coronavirus (MERS-CoV), severe acute respiratory syndrome coronavirus (SARS-CoV) and others have led to a significant increase in the usage of various antiviral drugs to treat viral infections. Consequently, water pollution with antiviral drugs, as an emerging class of anthropogenic pollutants, has become a global issue that poses a risk to human health and the aquatic environment (Thi et al., 2021) and triggers the development of various antiviral-resistant strains (Jain et al., 2013). An ongoing global pandemic of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has further increased an unprecedented use of antiviral drugs, accelerating the water pollution with various antiviral drugs (Choudhary et al., 2021). The degradation efficiency of those antiviral drugs in the wastewater treatment plants was reported to be too low due to their hydrophilic nature (Kosma et al., 2019), and an additional process is usually required to remove them completely. Therefore, advanced oxidation processes (AOPs) are a favorable alternative for the degradation and mineralization of antiviral drugs with high efficiency.Heterogeneous photocatalysis is one of the sustainable advanced oxidation processes for efficient removal of various organic, inorganic, and microbial contaminants, where the formed reactive species with high oxidation power (e.g., •OH, O2
•–, h
+, HO2
•, etc.) are actively involved (Ibhadon and Fitzpatrick, 2013). Using commercial TiO2-P25, 1-amantadine, 2-amantadine, and rimantadine were removed with the mineralization efficiencies of 88.7%, 90.8%, and 91.7%, respectively, under UV light irradiation, where the role of •OH species was significantly dominant over the photogenerated holes (An et al., 2015a). Similarly, the contribution of •OH species was substantial compared to the photogenerated holes in the degradation of Tamiflu (oseltamivir phosphate) via forming the typical intermediate species, such as hydration derivatives, hydroxyl substitutes and keto-derivatives (Wang et al., 2015), and in the degradation of acyclovir via hydroxylation, cleavage of isocytosine moieties, and H abstraction (An et al., 2015b) by TiO2-P25. The degradation of zanamivir by TiO2-P25 using a light source with lower irradiance (495 W∙m–2) was accelerated by a factor of 20, whereas a comparable result was obtained with higher irradiance (2700 W∙m–2), indicating the limitation by oxygen diffusion (Woche et al., 2016). Since the UV light makes up a small portion of the solar spectrum and is barely present in indoor premises, it is necessary to involve visible-light-active photocatalysts for the efficient removal of various antiviral drugs. Recently, Z-scheme Bi/BiVO4-CdS heterojunction (Xue et al., 2021) and CdS-decorated BiVO4 (Wu et al., 2020) have exhibited superior performance for the photocatalytic degradation of tetracycline hydrochloride under visible light irradiation, which was also found to have a beneficial effect in preventing the viral infection of SARS-CoV-2 from progressing if it is used in the early stage (Mosquera-Sulbaran and Hernández-Fonseca, 2021). Conversely, even though acyclovir was efficiently degraded using the g-C3N4/TiO2 hybrid photocatalyst under visible light irradiation, three persistent intermediates were formed via (i) the mono-hydroxylation of the purine ring and the breakdown of the C−C bond from the side chain of acyclovir (P1), (ii) the breakdown of the purine ring in acyclovir (P2), and (iii) the loss of the side chain from acyclovir (P3), which resisted a complete mineralization, and the aquatic toxicity of the third intermediate (P3) was also two times higher than that of acyclovir (Li et al., 2016). Therefore, it is necessary to conduct ecotoxicity tests for the photocatalytically treated water samples to demonstrate the efficiencies of the photocatalyst and photodegradation process.Recently, inexpensive, environmentally friendly, and high-value-added materials derived from various wastes have shown efficient photocatalytic and sensing performance (Rodríguez-Padrón et al., 2020, Hojamberdiev et al., 2020a). For instance, the ZnS-containing waste from the mining-metallurgy industry was used as a starting material for the synthesis of trigonal ZnIn2S4 layered crystals by a binary-flux method, which exhibited a photocatalytic H2 evolution rate of 232 μmol∙h–1 (Hojamberdiev et al., 2018). The ZnS-containing waste was also combined with SnO2 (Hojamberdiev et al., 2020b) and ZnO (Vargas et al., 2022) for the efficient photocatalytic degradation of metoprolol (beta-blocker), carbamazepine (antiepileptic), acetaminophen (nonsteroidal anti-inflammatory drug), and triclosan (antimicrobial) in model wastewater and photoelectrochemical water oxidation, respectively. Also, the antibacterial activity of the ZnS-containing waste was evaluated against four bacterial strains, and the highest antibacterial activity was observed for the inactivation of E. coli (99%) within 2 h of UV light irradiation (Hojamberdiev et al., 2019).Tungsten oxide (WO3) is an n-type semiconductor that can absorb visible light up to 480 nm and has good photostability, electron-transport property, and sufficient valence-band potential to drive oxidation reaction (Quan et al., 2020). Previously, we have succeeded in enhancing the photocatalytic activity of the ZnS-containing waste for the degradation of metoprolol, triclosan, and caffeine both in individual and mixed solutions under visible light irradiation by involving hexagonal WO3 and WO3∙0.5 H2O (Czech et al., 2020). In this work, we report on the synthesis of inexpensive multiphase photocatalysts by a simple calcination of industrial waste from ammonium molybdate production (WU photocatalysts) and its combination with WO3 (WW photocatalysts). The effects of calcination temperature of industrial waste (550–950 °C) and WO3 content (0–100%) on photocatalytic activity of multiphase photocatalysts (WU and WW) for efficient removal of SARS-CoV-2 antiviral drugs (lopinavir and ritonavir) in model and real wastewaters are studied. The kinetics and mechanisms of the photodegradation of lopinavir and ritonavir by the synthesized multiphase photocatalysts are explored. Further, to analyze the ecotoxicity of the photocatalytically treated water and wastewater samples, the Fish Embryo Acute Toxicity (FET) test is conducted using zebrafish (Danio rerio) embryos according to the OECD Guidelines.
Experimental
Synthesis of multiphase photocatalysts
The WU photocatalysts were prepared by calcination of industrial waste, generated during the production of ammonium molybdate (Almalyk Mining-Metallurgical Complex, Uzbekistan), at temperatures ranging from 550 °C to 950 °C for 2 h. The WU photocatalysts were denoted as WU1 (as-received), WU2 (550 °C), WU3 (650 °C), WU4 (750 °C), WU5 (850 °C), and WU6 (950 °C) with respect to their calcination temperature. The WW photocatalysts were prepared by mixing the calcined industrial waste at 850 °C for 5 h and WO3 (99.9%, Merck) in different ratios and calcination at 850 °C for 2 h. The WW photocatalysts were labeled as WW1 (10:0), WW2 (8:2), WW3 (6:4), WW4 (4:6), WW5 (2:8), and WW6 (0:10) according to the calcined industrial waste:WO3 ratio.
Characterization of multiphase photocatalysts
The X-ray diffraction (XRD) patterns were recorded on a MiniflexII (Rigaku) diffractometer to identify the crystalline phases in the synthesized multiphase photocatalysts. The micro- and nanostructures of multiphase photocatalysts were examined by using an S-5200 field-emission-type scanning electron microscope (Hitachi) and an EM-002B high-resolution transmission electron microscope (TOPCON), respectively. The ultraviolet-visible (UV–Vis) diffuse reflectance spectra of multiphase photocatalysts were measured on a UV-3600 UV–Vis–NIR spectrophotometer (Shimadzu). The surface chemical states were analyzed by X-ray photoelectron spectroscopy (JPS-9000SX, JEOL) with non-monochromated Mg-Kα radiation (1253.6 eV). The surface charge density was estimated using the data obtained by potentiometric titration using 0.001 mol∙dm–3 NaNO3 as the background electrolyte (Broda et al., 2021).Metrohm-DropSens (DS110) screen-printed carbon electrodes were used, and all potentials were referenced to the Ag-AgCl reference electrode. The carbon surface of the screen-printed electrodes was modified using only WU6 and WW6 photocatalysts by applying the dip-coating protocol. The suspension was prepared by dispersing 1.0 mg of WU6 or WW6 in 0.5 mL of a mixture solution of ethanol and water (1:1 ratio) under ultrasonication for 10 min, deposited on the electrodes (15 µL suspension), and dried using a heating gun for 10 min. The deposited photocatalyst powders were estimated to be ~0.2 mg∙cm–2 for both electrodes. The irradiated geometric area of the photoanodes was 0.13 cm2, and the electrolyte volume was 50 µL. The photoelectrochemical measurements were conducted in 0.1 M Na2SO3 (or Na2SO4) N2-saturated solution using a Potentiostat/Galvanostat (DropSens µSTAT200). LED solar light with the irradiance of ~100 mW∙cm–2 (Solar Light, G2V) was used. The scan rate for linear sweep voltammetry (LSV) was 2 mV∙s–1, and the chronoamperometric (CA) analysis at 0.6 V and 1.2 V vs. Ag-AgCl was performed using a chopped light mode (light-dark cycle: 60–60 s). The stability test was carried out by CA measurement at 1.2 V vs. Ag-AgCl for 60 min under continuous irradiation and in the dark.The details of photocatalytic tests for the removal of SARS-CoV-2 antiviral drugs (lopinavir and ritonavir) from contaminated model and real wastewaters (A.2.1.) and the Fish Embryo Acute Toxicity (FET) test of photocatalytically treated model and real wastewater samples (A.2.2.) are given in Supplementary Material.
Results and discussion
The XPS survey spectra of WU6 and WW6 photocatalysts are shown in Fig. A.1a and A.1b, respectively. As shown, the WU6 comprises of iron, molybdenum, magnesium, silicon, aluminum, calcium, oxygen, and adventitious carbon, whereas the WW6 consists of tungsten, oxygen, and adventitious carbon. In
Fig. 1, the reflections in the XRD pattern of the as-received industrial waste (WU1) are broad possibly due to overlapping and the presence of amorphous phases. In the WU1, molybdenum exists in the forms of various molybdates, along with calcium, magnesium, iron, etc., with different oxidation states and ordered molybdate intercalates of hydrotalcite-like compounds (3[Mg6Al2(OH)16][Mo7O24]∙48H2O) (Hibino and Tsunashima, 1997). Due to a low concentration of other elements, iron with a higher concentration is present in the form of Fe2(MoO4)3 (Tian et al., 2011). Thus, the high concentration of iron (FeOOH and Fe2O3) leads to the formation of mixed-valence compounds [FeIIIMoVIO2–
4]= [FeIII(MoVIO2–
4)(MoVO3–
4)] and ammonium molybdoferrate (NH4)3H6[FeIII(MoVIO4)6] (Nikolenko et al., 2018). Additionally, the reflections of some natural minerals, including quartz (SiO2), talc (Mg3Si4O10(OH)2), and hydrotalcite (Mg6Al2(CO3)(OH)16∙4H2O), are also observed. After calcination of the as-received industrial waste in the temperature range from 550 °C to 750 °C (WU2-WU4), Fe3O4, SiO2, Fe2(MoO4)3, MgMoO4, and β-cristobalite become predominant crystalline phases. In this temperature range, the thermal decomposition of hydrotalcites to their corresponding oxides, such as MgO, MoO3, and MgFeAlO4, proceeds along with the simultaneous dehydroxylation and decarbonation of the hydrotalcite structure (Palmer et al., 2009). The high-temperature reaction between MgO and MoO3 results in the formation of MgMoO4 (Yoon et al., 1999).
Fig. 1
XRD patterns of WU photocatalysts.
XRD patterns of WU photocatalysts.A further increase in the calcination temperature of the as-received industrial waste up to 950 °C (WU5-WU6) causes a partial decomposition of Fe2(MoO4)3 to Fe2O3 and MoO3 and the formation of FeMoO4.Also, SiO2 and β-cristobalite were formed at high temperatures (Parise et al., 1994). Due to its low concentration in the as-received industrial waste, the crystalline phases containing calcium are not observed in the XRD patterns of the WU photocatalysts.In
Fig. 2, the industrial waste calcined at 850 °C for 5 h (WW1) consists of MgMoO4, FeMoO4, SiO2, cristobalite, MoO3, Fe2O3, and MgFeAlO4. When the industrial waste:WO3 ratio is set to 8:2 (WW2), the reflections assignable to MgWO4 appear as the reaction product of MgO and WO3, whereas the reflections of MgFeAlO4 disappear completely.
Fig. 2
XRD patterns of WW photocatalysts.
XRD patterns of WW photocatalysts.When the industrial waste:WO3 ratio is adjusted to 6:4 (WW3), the reflections of MoO3, MgMoO4, and FeMoO4 disappear completely, whereas the reflections of FeWO4 and Fe0.184Mg1.816SiO4 appear. In the industrial waste:WO3 ratios of 4:6 (WW4) and 2:8 (WW5), Fe2O3 and Fe0.184Mg1.816SiO4 disappear, and SiO2 is fully converted to β-cristobalite (Parise et al., 1994), whereas FeWO4 (Sieber et al., 1982) along with MgWO4 and Fe2Mo3O12 become dominant crystalline phases.1/3Fe2O3 + 1/3Fe + WO3 → 2FeWO4 (6)As expected, in the industrial waste: WO3 ratio of 0:10, hexagonal WO3 is the only crystalline phase. The XRD results show that Fe3O4 (2% in WU2, 3% in WU3, 9% in WU4, and 3% in WU5), Fe2O3 (26% in WU2, 6% in WU5, and 13% in WU6), MgMoO4 (41% in WU2 and 23% in WU3), FeMoO4 (17% in WU5 and 30% in WU6), and MgFeAlO4 (37% in WU5 and 7% in WU6), MoO3 (11% in WU5 and 16% in WU6), crystalline phases are dominant in the WU photocatalysts, whereas Fe2O3 (5% in WW2, 6% in WW4, and 14% in WW5), FeWO4 (3% in WW2, 17% in WU3, 26% in WW4, and 30% in WW5), MgWO4 (36% in WW2, 58% in WU3, 50% in WW4, and 47% in WW5), and Fe2Mo3O12 (17% in WW2, 10% in WU3, 8% in WW4, and 11% in WW5) crystalline phases are prevalent in the WW photocatalysts. Identifying the crystalline phases present in both WU and WW photocatalysts allows us to understand the photodegradation mechanism of SARS-CoV-2 antiviral drugs (lopinavir and ritonavir) by industrial waste-derived multiphase photocatalysts.The SEM images of selected WU and WW photocatalysts are shown in
Fig. 3. The WU1 shows an irregular morphology composed of nanoparticles (Fig. 3a). In contrast, submicron-sized rods are formed on the surface of irregular particles (Fig. 3b) after the calcination of the as-received industrial waste at 950 °C (WU6). These submicron-sized rods possibly belong to one of the crystalline phases formed at 950 °C. Similarly, the WW1 possesses particles of different sizes and morphologies (Fig. 3c). At the industrial waste:WO3 ratio of 4:6 (WW4), the submicron-sized particles belonging to either FeWO4/MgWO4 or Fe2Mo3O12 are formed on the surface (Fig. 3d). The WW6 contains micron-sized cuboids and double-cuboids, formed by the assembly of small and large idiomorphic crystals, along with irregular particles (Fig. 3e). In Fig. A.2a, the TEM image shows that the WU6 has quasi-spherical particles with a size of < 200 nm along with rod-like microstructures. The TEM image shown in Fig. A.2b reveals the flake-like morphology consisted of nanoparticles. The HRTEM image and SAED patterns confirm the presence of multiple phases with polycrystalline nature in the WU6 and WW4 photocatalysts. The TEM image in Fig. A.2c shows the WO3 crystals with idiomorphic shape, and the HRTEM image and SAED pattern confirm the high crystallinity and single-crystalline nature of the WO3 crystals, respectively.
Fig. 3
SEM images WU1 (a), WU6 (b), WW1 (c), WW4 (d), and WW6 (e) photocatalysts.
SEM images WU1 (a), WU6 (b), WW1 (c), WW4 (d), and WW6 (e) photocatalysts.The UV–Vis diffuse reflectance spectra of the WU and WW photocatalysts are shown in
Fig. 4a and b, respectively. In Fig. 4a, the WU1 shows an absorption edge at about 620 nm, which shifts toward lower wavelengths (600 nm) for the WU2 and WU3 after calcination at 550 °C and 650 °C, respectively. A further increase in the calcination temperature to 750 °C, 850 °C, and 950 °C similarly leads to a slight redshift in the absorption edge (610 nm) for the WU4, WU5, and WU6 photocatalysts, respectively. This suggests that the WU photocatalysts can absorb visible light due to the presence of visible-light-active crystalline phases, such as Fe2O3, Fe3O4, FeMoO4, and MgFeAlO4. The powder color of the WU photocatalysts changes from dark reddish-brown to dark brown with the increase in the calcination temperature up to 950 °C. In the WW photocatalysts (Fig. 4b), the WW1 and WW2 exhibit similar absorption edges at about 610 nm. A further increase in the industrial waste:WO3 ratio leads to a slight blueshift (about 600 nm) in the absorption edges of the WW3, WW4, and WW5. The WW1-WW5 photocatalysts can absorb more photons from visible light compared with the WW6 because of the existence of visible-light-active crystalline phases, such as Fe2O3, FeWO4, and Fe2Mo3O12. The WW6, which contains only WO3, shows an absorption edge at 470 nm, which corresponds to the bandgap energy of 2.64 eV. The powder color of the WW1-WW5 photocatalysts changes from reddish-brown to pale brown with the increase in the industrial waste:WO3 ratio, and the WW6 has a light-yellow color.
Fig. 4
UV–Vis diffuse reflectance spectra of WU (a) and WW (b) photocatalysts.
UV–Vis diffuse reflectance spectra of WU (a) and WW (b) photocatalysts.
Photoelectrochemical characterization
The photoelectrochemical response of the WU6 and WW6, as the representatives of WU and WW photocatalysts, was evaluated using linear scan voltammetry (LSV).
Fig. 5a shows the photoelectrochemical response of the WW6 and WU6 photoanodes under continuous light conditions and in the dark. Particularly, the effect of the presence and absence of SO3
2– as a hole scavenger in the aqueous solution was determined. When irradiated, a significant increase in the anodic response as a function of potential was observed, followed by a change in the slope until a pseudo-stationary state in the photocurrent signal was defined at high overpotentials (Bedoya-Lora et al., 2021, Peter, 2018). This is a typical increase caused by the arrival of new minority charge carriers at the semiconductor-electrolyte interface, where holes participate in the chemical reactions with the donor species in the solution (in this case, SO3
2– and H2O) (Ng et al., 2012, Zhang et al., 2014). Very low photocurrent intensities were observed in the absence of SO3
2–, which increased at higher potentials, showing kinetic limitations due to the importance of charge carrier recombination processes (Peter, 2018, Zhang et al., 2014). The respective onset potentials (vs. Ag-AgCl) of the WW6 and WU6 photoanodes are 0.41 V and 0.28 V in the presence of SO3
2– and 0.50 V and 0.48 V in the absence of SO3
2–, respectively. This is consistent with previous reports on WO3-based electrodes (Ng et al., 2012, Gomis-Berenguer et al., 2018, Patil and Patil, 1996, Costa et al., 2020, Núñez et al., 2019).
Fig. 5
Photoelectrochemical response of WW6 and WU6 photoanodes in 0.1 M Na2SO3 (or Na2SO4) N2-saturated solution. Effects of simulated solar light and dark conditions: LSV at 2 mV∙s–1 (a) and CA at 1.2 V vs. Ag-AgCl under continuous light and dark conditions (b). Light-dark cycles: CA at 0.6 V vs. Ag-AgCl (c) and CA at 1.2 V vs. Ag-AgCl (d).
Photoelectrochemical response of WW6 and WU6 photoanodes in 0.1 M Na2SO3 (or Na2SO4) N2-saturated solution. Effects of simulated solar light and dark conditions: LSV at 2 mV∙s–1 (a) and CA at 1.2 V vs. Ag-AgCl under continuous light and dark conditions (b). Light-dark cycles: CA at 0.6 V vs. Ag-AgCl (c) and CA at 1.2 V vs. Ag-AgCl (d).Fig. 5b shows the chronoamperometric response at high overpotential (1.2 V vs. Ag-AgCl) for 60 min to confirm the stability of the fabricated WU6 and WW6 electrodes. As shown, a stationary photocurrent density magnitude in a time interval is greater than that of the experimental measurements: 0.17 mA∙cm–2 for WW6 and 0.12 mA∙cm–2 for WU6. It is important to compare the photocurrent signals obtained for WW6 and WU6 to understand the effect of different chemical natures of the fabricated photoanodes on their photoelectrochemical response. Fig. 5a shows the photocurrent density vs. potential plot, indicating that the photoanodes differ in the following ways: (i) at high overpotentials, the photocurrent of the WW6 is higher, (ii) the photocurrent signal of the WU6 begins at more negative potentials than that of the WW6, and (iii) at low overpotentials, the WU6 defines higher photocurrent values than the WW6. Changes in material synthesis, chemical composition, crystallinity, particle size, and other factors modified the balance between charge transfer and recombination kinetics differently in the WU6 and WW6 (Patil and Patil, 1996, Hojamberdiev et al., 2021). To elucidate the differences in the photo-redox processes between the WW6 and WU6, it is essential to analyze the photoelectrochemical properties in the presence of SO3
2– in the aqueous solution since a higher photocurrent is guaranteed by its reaction with holes (Zhang et al., 2014). The effect of the photon flux is evident in the modulated illumination condition at different potentials, as shown in the chronoamperometry (CA) results in Fig. 5c and 5d. Because the charge carriers are rapidly deactivated by recombination when the incident photon flux is interrupted, the photocurrent in both electrodes decreases to the values obtained in the dark. The separation of the electron-hole pair occurs quickly as the photonoade surface is re-illuminated, resulting in the concentration of these carriers reaching the level required to maintain the photocurrent observed under continuous illumination (Patil and Patil, 1996, Hojamberdiev et al., 2021).It should also be highlighted that (i) after the initial seconds of irradiation, an anodic photocurrent peak (overshoot) is detected at low overpotential (0.6 V vs. Ag-AgCl). Undershoots were detected when the light was turned off, as expected for photocatalysts that exhibit surface recombination events. These characteristics are related to the differences in electron and hole relaxation time (Patil and Patil, 1996, Peter et al., 2020). (ii) In both light and dark conditions, stable photocurrents were promptly generated at high overpotential (1.2 V vs. Ag-AgCl), and (iii) the quasi-stationary photocurrent increased with applied potential, indicating the inverse effect between charge transfer and bulk recombination processes (Peter, 2018, Patil and Patil, 1996, Peter et al., 2020). This is consistent with the data reported previously for the WO3/nanoporous carbon composite (Gomis-Berenguer et al., 2018), Fe2O3 (Li et al., 2021), and Fe2O3/WO3 (Muller et al., 2017) photoanodes.In general, the chemical and structural modifications made by the synthesis method influence the optoelectronic properties, which manifest as a variation in the photoelectrochemical response (Hojamberdiev et al., 2021, Monllor-Satoca et al., 2020). Under light conditions and applied potential, electrons are drawn into the external circuit, but they can also be trapped in new mid-gap states introduced by defects, heterojunctions, and other factors (Monllor-Satoca et al., 2020; Low et al., 2017). The photoelectrochemical response of the WW6 and WU6 photoanodes is then specified by (i) the imposed energy condition and (ii) the specific property of semiconductors. While the former can be modulated by changing the applied potential, the latter can be evidenced by modifying the photocatalyst structure. When these types of modifications are made, the mid-gap states of the semiconductors and the kinetics of the processes that occur in the spatial charge zone (SCZ) are frequently affected (Monllor-Satoca et al., 2020). The lifetimes of charge carriers in the WO3 photoanode have been found to range from ultra-fast timescales up to the order of seconds, depending on the kinetic process in the SCZ (Corby et al., 2019). The photoelectrochemical results show that modifying the synthesis parameters and chemical and phase compositions of WW6 and WU6 can modulate the electronic properties that govern carrier deactivation processes. As a result, it is expected that the combinations of WW6 and WU6 can have an enhanced photocatalytic activity. It should be noted that (i) at low overpotential, the WU6 has less recombination than the WW6, and (ii) at high overpotential, the WW6 is more likely to promote photo-redox processes than the WU6. Changes in the kinetics of the processes that allow charge carriers to react with chemical species in the electrolyte occur in all cases. Due to dramatic alterations in the recombination kinetics of charge carriers, the modifications made for the WU and WW photocatalysts promote more effective photocatalytic processes. Because of a decrease in the recombination rate, the electrochemical assistance of photocatalysis is expected to favor the efficiency of charge transfer in the WW and WU photocatalysts. In all cases, a trend in the improvement of the photocatalytic process in the presence of the synthesized multiphase photocatalysts is envisaged. Therefore, the photodegradation of SARS-CoV-2 antiviral drugs (ritonavir and lopinavir) by the synthesized multiphase photocatalysts is a key step.
Photocatalytic removal of SARS-CoV-2 antiviral drugs
Photocatalytic removal of ritonavir in model wastewater
As shown in
Fig. 6a, the photolysis of ritonavir (C37H48N6O5S2, 720.94 g∙mol–1, logK
ow=6.29) in model wastewater was very fast. After 15 min of visible light irradiation, ritonavir was completely degraded in model wastewater, indicating that ritonavir does not pose a significant risk to the environment. However, lopinavir and ritonavir should be removed with an efficiency of more than 80–90% (92% and 93%, respectively) based on the predicted environmental concentration (PEC) (Kuroda et al., 2021). However, the limited experimental data do not support this. Lopinavir and ritonavir removal rates were significantly lower in African WWTPs (43% to 71% for ritonavir and -192% to -58% for lopinavir), indicating their accumulation in the effluent (Abafe et al., 2018). Because lopinavir and ritonavir are widely used in HIV and COVID-19 treatment (Brown et al., 2021, Kou et al., 2021), their predicted environmental concentrations must be higher. Using quantitative structure-activity relationship modeling (considering 100 patients treated out of 100,000 populations a day), studies have predicted that currently used COVID-19 treatment drugs, including lopinavir and ritonavir, can be removed with a low removal efficiency (<20%) during traditional wastewater treatment, and their predicted environmental concentrations in the WWTP effluent can reach 730 ng∙L–1 each (both unchanged forms and metabolites) (Kuroda et al., 2021). According to another study (Kumari and Kumar, 2021), the PECs of lopinavir and ritonavir in river water or fish might be 186 µg∙L–1 and 239 µg∙kg–1 and 128 µg∙L–1 and 169 µg∙kg–1, respectively. In African WWTPs, the concentration of lopinavir was up to 2.5 µg∙ L–1 in influents and 3.8 µg∙L–1 in effluents, and the concentration of ritonavir was up to 3.2 µg∙L–1 (Abafe et al., 2018). Interestingly, some enrichment of lopinavir in the treated wastewater (tWW) was observed, highlighting the necessity of properly managing antiviral drug-contaminated wastewater. Due to the direct use of antiviral drug-containing wastewater in agriculture and animals, new strategies for treating antiviral drug-containing wastewater must be developed (Jain et al., 2013, Kuroda et al., 2021, Nannou et al., 2020).
Fig. 6
Photocatalytic removal of ritonavir by (a) WW and (b) WU photocatalysts. (c) Efficiency of photocatalytic removal of ritonavir by WU1 and its photodegradation products (Rt = 1.1 min and Rt = 1.9 min) and (d) efficiency of photocatalytic removal of ritonavir by WW and WU photocatalysts after 15 min of irradiation. C0Ritonavir = 10 mg∙L–1, mphotocatalyst = 0.4 g∙L–1, visible light irradiation, 1–6 refer to the order number of WW and WU photocatalysts.
Photocatalytic removal of ritonavir by (a) WW and (b) WU photocatalysts. (c) Efficiency of photocatalytic removal of ritonavir by WU1 and its photodegradation products (Rt = 1.1 min and Rt = 1.9 min) and (d) efficiency of photocatalytic removal of ritonavir by WW and WU photocatalysts after 15 min of irradiation. C0Ritonavir = 10 mg∙L–1, mphotocatalyst = 0.4 g∙L–1, visible light irradiation, 1–6 refer to the order number of WW and WU photocatalysts.The WW photocatalysts were effective in the photocatalytic treatment of model wastewater containing antiviral drugs. In the dark, the WW6 (100% WO3) exhibited the highest adsorption, with up to 65% ritonavir adsorbed. In the dark, the WU photocatalysts had a lower adsorption capacity for both antiviral drugs than the WW photocatalyst, with up to 15% ritonavir adsorbed (Fig. 6b). In previous work (Kovalova et al., 2013) on the adsorption of pharmaceuticals onto powdered activated carbon (at 25 mg∙L−1), more than 70% of ritonavir was adsorbed in less than 24 h. Except for the WU1 (3[Mg6Al2(OH)16]∙[Mo7O24]∙48 H2O (9%), Fe2(MoO4)3 (40%), and MgMoO4 (<5%)), all WU photocatalysts showed high photocatalytic activity in the degradation of ritonavir. Surprisingly, the poor removal efficiency (up to 20% after 120 min of irradiation) remained steady, signifying the formation of certain persistent by-products. The chromatograms obtained with the WU1 photocatalyst (detection at 254 nm) show only two additional peaks (R
t =1.1 min and R
t =1.9 min), but their relative areas were up to 30% of ritonavir and did not increase appreciably during the photocatalytic reaction (Fig. 6c).The efficiency of the photocatalytic removal of ritonavir under visible light irradiation for 15 min was compared since the photocatalytic process was quite fast (Fig. 6d). When model wastewater was employed, the WW photocatalysts showed a reduced efficiency, with the lowest photocatalytic efficiency for the WW2 (3% FeWO4) and WW5 (30% FeWO4), despite the presence of FeWO4. This implies that there are other factors in addition to the crystalline phases affecting the photocatalytic activity. Previously, direct Z-scheme nanocomposite coupling of the visible-light-active FeWO4 nanoparticles with the C3N4 nanosheets exhibited excellent performance for CO production (Bhosale et al., 2019). The O 2p- and Fe 3d-like states hybridize in the valence-band region, whereas the empty Fe 4 s-like states are located at the bottom of the conduction band and W 5d-like states are at the higher energy side of the conduction band of FeWO4 (Rajagopal et al., 2010). In the photocatalytic process, iron, even in the form of FeWO4, is expected to promote the formation of •OH radicals (Rajagopal et al., 2010, Li et al., 2019).The WU photocatalysts showed the opposite trend. Despite the fact that direct photolysis of ritonavir was fast within 15 min of visible light irradiation, only photocatalytic treatment with WU3 and WU4 enabled a total removal of ritonavir from model wastewater. In comparison to the photocatalytic removal efficiency of nevirapine (an antiviral drug) over irradiated FL-BP@Nb2O5 (68% after 3 h of irradiation, pH = 3, m
cat = 15 mg, C
0 = 5 mg∙L–1) (Guo et al., 2013), the photocatalytic removal efficiency of ritonavir was substantially greater for the WU3 and WU4 photocatalysts. The presence of Fe3O4 (20%), Fe2(MoO4)3 (17%), and MgMoO4 (35%) phases in the WU3 and WU4 photocatalysts can explain the increased photocatalytic removal efficiency of ritonavir. Co-doping with Fe+Mo was also found to improve the photocatalytic activity of TiO2 due to retarding the recombination process (Bhembe et al., 2020). The Fe3+ ions in the synthesized multiphase photocatalysts can increase absorption of visible light and mediate the charge-transfer process (Liu et al., 2012), whereas the Fe2+ ions can assist the heterogeneous photo-Fenton reactions (Kavitha and Palanivelu, 2004, Ruppert et al., 1993). In general, proposing a degradation pathway for lopinavir is challenging because it is thought to be stable under environmental conditions (Seshachalam et al., 2007, Donato et al., 2006). Despite this, lopinavir is susceptible to •OH attack due to the presence of different ketone, phenyl, and phenoxy groups (Kopinke and Georgi, 2017). The reaction rate constants with •OH radicals (considering molecules with comparable structures or substructures to lopinavir and ritonavir) are estimated to be about 109–1010 L mol−1 s−1) (Zwiener and Frimmel, 2000). Ritonavir is susceptible to hydrolytic cleavage because of the presence of carbamate and urea moieties (Tiwari and Bonde, 2011, Rao et al., 2010). The formation and decomposition of alkylperoxide radicals leading to the formation of relative alcohols, ketones, and carbon-chain fragmentation, which results in acyclic products, can be considered for the possible degradation pathway of ritonavir (Kopinke and Georgi, 2017).The possible degradation pathway of ritonavir is shown in
Fig. 7a. As shown, the hydrolysis of ritonavir may lead to the loss of 2-isopropyl-4-methylthiazole ion in the form of alcohol and the formation of C30H40N5O5S+. Simultaneously, some extra isopropyl groups in the thiazole moiety of H2O2 might be formed on the surface of the synthesized multiphase photocatalysts due to the reaction of •OH with water molecules. Protonated amine may be formed by a further cleavage of the C–N bond, whereas alcohol is formed by hydrolysis of the carbamate bond (Miyazaki et al., 2017). Because of the hydrolysis and C–N bond cleavage, substituted acetamide and 2,6-dimethylphenoxy acetic acid are possibly produced as the oxidation products of lopinavir (Fig. 7b) (Chitturi et al., 2008). The COD data shown in Fig. 7c confirm the formation of stable by-products, leading to the incomplete total mineralization.
Fig. 7
Possible photodegradation pathways of ritonavir (a) and lopinavir (b) by the synthesized multiphase photocatalysts. (c) Chemical oxygen demand (COD) of lopinavir- and ritonavir-containing water samples after photocatalytic treatment using WU and WW photocatalysts.
Possible photodegradation pathways of ritonavir (a) and lopinavir (b) by the synthesized multiphase photocatalysts. (c) Chemical oxygen demand (COD) of lopinavir- and ritonavir-containing water samples after photocatalytic treatment using WU and WW photocatalysts.
Photocatalytic removal of lopinavir in model wastewater
In the photocatalytic removal of lopinavir (C37H48N4O5, 628.80 g∙mol–1, logK
ow = 5.94) from model wastewater, all WW photocatalysts were effective (
Fig. 8a). After 15 min of irradiation, direct photolysis removed about 80% of lopinavir. However, traces of lopinavir were found in model wastewater after 90 min of irradiation, suggesting that lopinavir is less susceptible to solar-driven degradation. The total decomposition of lopinavir is achieved after the photocatalytic treatment using WW photocatalysts for 15–20 min. In contrast, in the photocatalytic removal of lopinavir, the effectiveness of WU photocatalysts was reduced (Fig. 8b). Direct photolysis was outperformed only by the WU1 and WU2. When the photocatalytic removal efficiency of lopinavir from model wastewater is compared after 15 min of irradiation (Fig. 8c), it is obvious that the WU1, WU2, WU6, and all WW photocatalysts are more efficient. Previously, a similar trend was observed for the photocatalytic removal of zanamivir (antiviral drug) (Woche et al., 2016) when the addition of photocatalyst (TiO2) was responsible for the transformation of the reaction mechanism, which was completely distinct from the photolytic reaction.
Fig. 8
Photocatalytic removal of lopinavir by (a) WW and (b) WU photocatalysts. (c) Efficiency of photocatalytic removal of lopinavir by WW and WU photocatalysts after 15 min: C0Lopinavir = 10 mg∙L–1, mphotocatalyst = 0.4 g∙L–1, visible light irradiation, 1–6 refer to the order number of WW and WU photocatalysts. Effects of various parameters on photocatalytic removal efficiency of ritonavir and lopinavir by WU4: (d) pH, (e) DOM, and (f) inorganic ions (C0 = 5 ×10–3 M).
Photocatalytic removal of lopinavir by (a) WW and (b) WU photocatalysts. (c) Efficiency of photocatalytic removal of lopinavir by WW and WU photocatalysts after 15 min: C0Lopinavir = 10 mg∙L–1, mphotocatalyst = 0.4 g∙L–1, visible light irradiation, 1–6 refer to the order number of WW and WU photocatalysts. Effects of various parameters on photocatalytic removal efficiency of ritonavir and lopinavir by WU4: (d) pH, (e) DOM, and (f) inorganic ions (C0 = 5 ×10–3 M).
Effects of various parameters on photocatalytic removal efficiency of ritonavir and lopinavir in model wastewater
The pH-, dissolved organic matter (DOM)-, and competing inorganic ions-dependent experiments were conducted using only WU4 photocatalyst to investigate the factors affecting the photocatalytic removal efficiency of antiviral drugs. As shown in Fig. 8d, an increase in the pH value decreases the photocatalytic removal efficiency of ritonavir while increasing the photocatalytic removal efficiency of lopinavir. At pH below pKa, lopinavir is present in its non-dissociated form as a strong base. Because the surfaces of the synthesized multiphase photocatalysts are acidic (pHPZC = 9.85 for WW6 and 10.24 for WU6), the obtained results are consistent with the surface charge measurements. This further hampered the adsorption and photocatalytic degradation of ritonavir and lopinavir. The hydrophobic properties of the tested compounds (logK
ow > 4) may imply that they have a higher bioaccumulation potential.As expected, the photocatalytic removal efficiency of ritonavir and lopinavir was reduced when dissolved organic matter (e.g., tannic acid) was present (Fig. 8e). On the other hand, the impact was slightly linear (R
2 = 0.89 and R
2 = 0.96). The photocatalytic removal efficiency of lopinavir was dramatically increased from 70% to 90% when a small amount of tannic acid was added to the aqueous solution containing lopinavir (Wang et al., 2014). Possibly, tannic acid may have served as a complexing agent. Tannic acid acted as a superoxide anion or hydrogen peroxide radical scavenger at higher concentrations (Gülçin et al., 2010), lowering the photocatalytic removal efficiency of lopinavir. The introduction of certain inorganic ions altered the photocatalytic removal efficiency of lopinavir, as shown in Fig. 8f. The presence of Cl–, NO3
–, or SO4
2– had no effect on the photocatalytic removal efficiency of lopinavir, and only H2PO4
– hampered photocatalytic oxidation. The highest reduction in the photocatalytic removal efficiency of ritonavir was observed when Cl– was introduced, and both H2PO4
– and NO3
– similarly reduced the photocatalytic removal efficiency of ritonavir.The photocatalytic removal of ritonavir and lopinavir was mediated by radicals (Fig. A.3a), and the photocatalytic removal efficiency of both antiviral drugs by WU1 was reduced in the presence of radical scavengers. It can be seen that PBQ as an O2
•– scavenger had the greatest effect on the removal of ritonavir. The most prevalent form of oxygen species was O2
•– (pKa of reaction: HO2
• ↔ O2
•− + H+ is 4.8 ± 0.1) due to slightly acidic reaction conditions (pH∼6.4) (Cavalcante et al., 2016). The effect of holes was noted as the photocatalytic removal efficiency of ritonavir was reduced in the presence of 2Na-EDTA (Gunture et al., 2019). The •OH radicals were also shown by the minor effect. The other pathway for the photocatalytic removal of lopinavir was identified. IPA had the most suppressive impact, followed by PBQ and 2Na-EDTA, showing that O2
•– > •OH ∼ h+ has the greatest effect. IPA is considered as •OH scavenger, with a reaction rate constant of 2 × 109 M–1 s–1 (Rodríguez et al., 2015). On the other hand, when IPA reacts with h+, it can behave as an electron donor (Cavalcante et al., 2016). The significantly reduced removal efficiency in the presence of 2Na-EDTA (a scavenger of h+) suggests that both •OH and h+ were important in the photocatalytic oxidation of lopinavir on the WU1 surface. According to the results of recyclability test conducted using WU6, the effectiveness of the synthesized multiphase photocatalyst showed a slight decrease after the third cycle, indicating their good stability (Fig. A.3b). In the bisphenol AF degradation by FeMoO4 (Wang et al., 2021), a similar effect of •OH and non-radical singlet oxygen - 1[O2] was observed. The generation of surface O2
•– was favored by the presence of more oxygen vacancies in FeMoO4 (Zhang et al., 2011). MgWO4 (Bhuyan et al., 2017), like in the WW photocatalysts, had more active photocatalytic or Lewis acid sites, and the effect of O2
•– on the photocatalytic dye removal was noted (Gouveia et al., 2020). Also, •OH was found to be the most reactive species generated when WO3 was irradiated (Nisar et al., 2020).
Photocatalytic removal of antiviral drugs in real wastewater
The main route for lopinavir and ritonavir to enter the environment is through wastewater. Up to 22% and 37% of unmetabolized lopinavir and ritonavir are excreted with faces, respectively (Kuroda et al., 2021). This may result in the emergence of antiviral drug-resistant virus strains within the bodies of select wild animals (Kuroda et al., 2021). Therefore, the photocatalytic removal of lopinavir and ritonavir in real treated wastewater (tWW) was assessed using the synthesized multiphase photocatalysts. Direct photolysis of ritonavir in model wastewater was fast but slowed in the presence of additional water components, as shown in Fig. A.4a. After 45 min of direct irradiation of tWW with a high dosage of ritonavir, 90% photocatalytic removal efficiency was reached. In the presence of WU4 and WW4 photocatalysts, the photocatalytic removal process was very efficient, and 95% ritonavir was removed after 15 min of irradiation. In both model and real treated wastewaters, lopinavir demonstrated a decreased susceptibility to photocatalytic removal (Fig. A.4b). Also, lopinavir was more efficiently removed using the photocatalytic oxidation of tWW than direct photolysis. Interestingly, when the WW4 was used, the first 45 min of irradiation resulted in a lower susceptibility to irradiation. However, lopinavir was successfully removed after 60 min of irradiation, with a residual concentration of lopinavir of less than 5%. According to Kovalova et al. (2013), the post-treatment of hospital wastewater with powdered activated carbon was effective, removing more than 90% of ritonavir. The presence of tWW components, such as bicarbonates and DOM, is linked to the highest removal rate in tWW. The removal rates for •OH and CO3
2– (estimated to be 8.5∙106 L mol−1 s−1) are significantly higher than the reaction rates of •OH. Particularly, the DOM played two different roles: (i) radical scavenger and (ii) radical chain promoter (Zwiener and Frimmel, 2000).
Kinetics
Three well-known models were used to determine the kinetics of the photocatalytic oxidation of lopinavir and ritonavir by the synthesized multiphase photocatalysts: zero-order, first-order, and second-order (Ahmed and Emam, 2020). Table A.1 shows the rate constant k, half time T
1/2, and correlation coefficient R
2. The Chi-squared test (χ2) was used to determine the statistical characteristics of kinetics data (Ahmed et al., 2021). The first-order regime has the highest R
2 and the lowest χ2 values, indicating that this kinetics model best fits the experimental data (Zhang et al., 2011, Ahmed et al., 2020). The kinetics of the photocatalytic removal of lopinavir and ritonavir in model and real treated wastewaters by the synthesized multiphase photocatalysts followed a pseudo-first-order regime (Ahmed and Emam, 2019, Zhang et al., 2019).The k
1 values observed for the photocatalytic removal of ritonavir were higher than that observed for the photocatalytic removal of lopinavir (
Table 1). When the WU photocatalysts were used, the difference was one order of magnitude greater. The highest k
1 value was observed during the photocatalytic removal of ritonavir from model wastewater by WW4 (35.64 ×10–2 min–1). The obtained values for the photocatalytic removal of lopinavir by WU photocatalysts are consistent with the k
1 values obtained by Wang et al. (2015) during the photocatalytic removal of Tamiflu (an antiviral drug) by P25-TiO2 under UV-A irradiation (0.040 min–1). The k
1 values obtained using the WU photocatalysts for the photocatalytic removal of ritonavir and the WW photocatalysts for the photocatalytic removal of lopinavir and ritonavir are significantly higher than those obtained using pure anatase photocatalyst (k
1 = 0.0034–0.0072 min–1).
Table 1
Kinetics of the photocatalytic removal of lopinavir and ritonavir from model and real wastewaters by WU and WW photocatalysts.
Sample
k1 (min–1) × 100
R2
k1 (min–1) × 100
R2
lopinavir
ritonavir
Vis
4.20
0.8805
30.49
0.9997
WU in model wastewater
WU1
3.82
0.6732
0.94
0.7945
WU2
4.81
0.7756
15.46
0.9241
WU3
0.48
0.5500
5.84
0.8587
WU4
1.21
0.5458
21.22
0.7748
WU5
0.65
0.4436
24.57
0.9246
WU6
1.59
0.439841
19.78
0.9038
WW in model wastewater
WW1
5.48
0.6132
24.76
0.9806
WW2
21.96
0.9899
21.99
0.9900
WW3
23.50
0.7617
23.58
0.7877
WW4
35.32
0.9091
35.64
0.9191
WW5
7.12
0.7914
23.11
0.9665
WW6
6.80
0.8864
7.14
0.9162
in real treated wastewater
in tWW
2.40
0.7762
14.01
0.9902
WW4 in tWW
4.36
0.9130
6.93
0.9649
WU4 in tWW
3.74
0.7911
22.52
0.9746
Kinetics of the photocatalytic removal of lopinavir and ritonavir from model and real wastewaters by WU and WW photocatalysts.According to Kisch and Bahnemann (2015), the reaction rates for the photocatalytic systems based on suspensions of semiconductor powders in dissolved substrates are adequate for comparison. The reaction rates must, however, be measured using the same type of photoreactor under identical irradiation conditions, and the intensity of the incident light must be integrated in the same wavelength range. Finding the most appropriate experimental data that satisfy the above criteria is difficult. Therefore, the photocatalytic performance was compared using the order of magnitude of the pseudo-first-order kinetic constants (k
1). Thi et al. (2021) recently compiled the experimental data on the photocatalytic degradation of selected antiviral drugs that had been published so far. It should be mentioned that under UV irradiation at 365 nm and using P25-TiO2 photocatalyst, pseudo-first-order kinetic constants (k
1) have been reported (Thi et al., 2021) in magnitudes comparable to those obtained in this study for the photocatalytic removal of lopinavir and ritonavir by the synthesized multiphase photocatalysts (Table 1). Previously, 0.040 min–1 at 1.8 mW∙cm–2 irradiance was reported for the photocatalytic removal of oseltamivir (Wang et al., 2015), and 0.0263 (An et al., 2015b), 0.0542 (An et al., 2011), 0.076 (An et al., 2015a), 0.084 (An et al., 2015a), and 0.102 (An et al., 2015a) min–1 were obtained for the photocatalytic removal of acyclovir, lamivudine, 1-amantadine, 2-amantadine, and rimantadine, respectively, at 0.36 mW∙cm–2 irradiance. Therefore, the k
1 values obtained for the photocatalytic removal of ritonavir by WU photocatalysts and for the photocatalytic removal of lopinavir and ritonavir by WW photocatalysts are significantly higher than those obtained using pure anatase photocatalyst.
Ecotoxicity
In general, the effect of the photocatalytic treatment is evaluated in terms of the removal efficiency of a target pollutant. However, some toxic by-products or products of the photocatalytic oxidation of the target pollutant can also be generated during photocatalytic treatment, which are potentially harmful to the environment and human beings (Calza et al., 2006). Therefore, a different method must be applied for the assessment of the effectiveness of photocatalytic treatment in detoxifying the water samples containing antiviral drugs, pharmaceuticals, and other emerging pollutants. The bioconcentration factor is used as an indication for predicting bioaccumulation in living organisms. According to the bioconcentration factors (1.32 L∙kg−1 ritonavir and >1 L∙kg–1 lopinavir) (Kumari and Kumar, 2021), both antiviral drugs may accumulate in the fish body more than in the surrounding water. There are few studies on the effects of tested compounds on living organisms; however, some modeling studies (Kuroda et al., 2021, Kumari and Kumar, 2021) have predicted that ritonavir and lopinavir may have high chronic toxicity (narcosis) to aquatic organisms due to their high hydrophobicity (PNEC 2.9 ng∙L–1 for ritonavir and PNEC 4.7 ng∙L–1 for lopinavir). Furthermore, their metabolites have high toxicity (Kuroda et al., 2021), suggesting that additional wastewater treatment or on-site pretreatment (e.g., ozonation, oxidation, etc.) is required to effectively remove antiviral drugs and pharmaceuticals.The collected ecotoxicity data show that the variations in Danio rerio can be observed in the 75% diluted tWW solution (
Fig. 9a and b). The length of Danio rerio was not altered, but organogenesis was disrupted. The presence of lopinavir in the tWW (Fig. 9c) had an effect on fish embryo mortality; however, no dead fish embryos were found. On the other hand, the length of Danio rerio was reduced up to 40%. Surprisingly, when lopinavir-containing tWW was contacted with fish embryos after photocatalytic treatment using WW4, a 100% mortality rate was noted after exposure to undiluted tWW (100%). The modifications in the fish morphology were observed in the 75% diluted tWW solution (scoliosis). Although no lopinavir was found in the sample, its intermediates or by-products could be harmful to fish. This implies that when advanced oxidation processes are applied to treat real environmental samples, estimating only one parameter - the decreased concentration of the target pollutant – is insufficient, and the final ecotoxicity of photocatalytically treated water samples must be assessed. Also, Kumari and Kumar (2021) pointed out that priority pollutants in wastewater effluents must be regularly monitored before discharging them into rivers, lakes, and open water reservoirs. As shown in Fig. 9e, the presence of ritonavir in tWW was lethal to Danio rerio. The developed multiphase photocatalysts effectively reduced the toxicity of model and real wastewaters containing ritonavir during photocatalytic treatment (Fig. 9f). According to the number of survived embryos (100%), the application of photocatalytic treatment using the developed multiphase photocatalysts was successful in achieving water with no toxicity, and it is an effective method for removing various toxic chemicals from contaminated water with low ecotoxicity.
Fig. 9
Mortality rate and developmental malformations of Danio rerio exposed to wastewater samples containing lopinavir or ritonavir: (a) E3 – control, (b) tWW, (c) lopinavir-containing tWW before photocatalytic treatment, (d) lopinavir-containing tWW after photocatalytic treatment using WW4, (e) ritonavir-containing tWW before photocatalytic treatment, and (f) ritonavir-containing tWW after photocatalytic treatment using WW4. S – scoliosis.
Mortality rate and developmental malformations of Danio rerio exposed to wastewater samples containing lopinavir or ritonavir: (a) E3 – control, (b) tWW, (c) lopinavir-containing tWW before photocatalytic treatment, (d) lopinavir-containing tWW after photocatalytic treatment using WW4, (e) ritonavir-containing tWW before photocatalytic treatment, and (f) ritonavir-containing tWW after photocatalytic treatment using WW4. S – scoliosis.
Conclusions
In summary, multiphase photocatalysts were synthesized by a simple calcination of industrial waste from ammonium molybdate production (WU photocatalysts) and its combination with WO3 (WW photocatalysts). The XRD results showed that Fe3O4, Fe2O3, MgMoO4, FeMoO4, and MgFeAlO4 crystalline phases were dominant in the WU photocatalysts, and Fe2O3, FeWO4, MgWO4, and Fe2Mo3O12 crystalline phases were prevalent in the WW photocatalyst. The WU and WW photocatalysts could absorb visible light up to 620 nm due to the presence of visible-light-active crystalline phases. Effects of calcination temperature of industrial waste (550–950 °C) and WO3 content (0–100%) on photocatalytic activity of multiphase photocatalysts (WU and WW) for efficient removal of SARS-CoV-2 antiviral drugs (lopinavir and ritonavir) in model and real wastewaters were studied. The highest k
1 value was observed for the photocatalytic removal of ritonavir from model wastewater using WW4 (35.64 ×10–2 min–1). The synthesized multiphase photocatalysts exhibited 95% efficiency in the photocatalytic removal of ritonavir within 15 min of visible light irradiation. In contrast, 60 min of visible light irradiation was necessary to achieve 95% efficiency in the photocatalytic removal of lopinavir. The ecotoxicity test conducted using zebrafish (Danio rerio) embryos showed no toxicity for photocatalytically treated ritonavir-containing wastewater, and the contrary trend was observed for photocatalytically treated lopinavir-containing wastewater. The synthesized multiphase photocatalysts can also be tested and applied for degradation of other SARS-CoV-2 antiviral drugs in wastewater. The current study demonstrated a simple route for turning the industrial waste from ammonium molybdate production into useful photocatalytic materials for removal of SARS-CoV-2 antiviral drugs.
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.
Authors: Christina I Kosma; Christina I Nannou; Vasiliki I Boti; Triantafyllos A Albanis Journal: Sci Total Environ Date: 2018-12-29 Impact factor: 7.963
Authors: Sacha Corby; Ernest Pastor; Yifan Dong; Xijia Zheng; Laia Francàs; Michael Sachs; Shababa Selim; Andreas Kafizas; Artem A Bakulin; James R Durrant Journal: J Phys Chem Lett Date: 2019-08-30 Impact factor: 6.475