Abstract
Biochar-inspired tertiary removal system is beneficial in preventing antibiotic residue discharged from hospital wastewater treatment. Taking advantage of a simple kiln controlled at around 600 °C, we succeeded in carbonizing corncobs to biochar with a surface area of 306 m2/g. Using ciprofloxacin (CFX), ofloxacin (OFX), and delafloxacin (DLX), we demonstrated the performance of the corncob biochar for the sorption removal. The pseudo-second-order rate of DLX was lower than CFX and OFX. The maximum sorption capacity Qmax of 93.9 μg/g for DLX, 399.6 μg/g for CFX, and 306.0 μg/g for OFX were estimated using the Langmuir model. The parameter KL relating to binding strength for DLX is 8 times larger than CFX and OFX. The Qmax could be mainly determined by the pore size distribution of the biochar and the dimensions of FQs considering hydration. Furthermore, we discussed that these results might relate to the number of halogen atoms and functional groups in the fluoroquinolones.
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1 Introduction
Fluoroquinolones (FQs) are a powerful synthesis class antibiotic currently receiving attention due to low biodegradability, which significantly impacts the ecosystem. For instance, the residues FQs such as ciprofloxacin (CFX) has been routinely detected from hospital effluents such as 0.6–53.3 μg/L (Vietnam) [1], 32–99 μg/L (Brazil) [2], and up to 2.2–236.6 μg/L (India) [3]. Conventional biological wastewater treatment did not design to completely remove FQs [4]. Different technologies have been launched to examine potential removal, such as the adsorption process using magnetite/silica/pectin nanoparticles [5], wetland [6], and MBR [7]. In addition, Sponge-MBR was tested for hospital wastewater treatment [8]. However, the incomplete removal resulting in a significant amount of antibiotics (6.5–13 μg/L) in the treated water still being discharged, adding a post-treatment system, is imperative for enhancing antibiotic removals. The spread of antibiotic pollution resulting from incomplete wastewater treatment can be accompanied by disruption of microbial communities and the generation of antibiotic resistance–carrying bacteria (ARBs), which is of most significant concern as a current environmental pollution problem [9].
In general, building post-treatment systems with cost-effective and easy to manufacture and maintain locally is essential. An adsorption method using biochars derived from agricultural wastes increases attention [10,11,12,13]. Corn is one of the most important crops produced worldwide, grown in 165 countries, and has yielded approximately 1016 million tons [14]. The leaves, stem, and corncob from agricultural activities are valuable materials for locally available industrial applications. When a slow pyrolysis process was applied at temperatures above 500 °C, the corncobs were transformed into stable biochar [15]. Corncob biochar was emphasized as a potential sorbent for pesticide and herbicide removal [16, 17]. However, the application of corncob biochar for FQ removal has not been thoroughly investigated yet [18]. In contrast, diversity biomass–derived biochar has been tested for potential FQ removal [10], tetracycline [12], and sulfonamide [11].
Usually, the biochar is carbonized using an electric furnace with high-precision temperature control in the laboratory. It is crucial to produce biochar in more realistic rural areas without electricity and complex reactor configuration. The particle size of produced biochar is certainly too small to establish post-filtration treatment, such as less than 0.85 mm [19] and 0.15 mm [20]. Another critical point of view is to set an appropriate antibiotic concentration for each adsorption experiments [21]. Since laboratory adsorption experiments to characterize biochar were often performed at higher concentrations than the environment, we cannot evaluate practical application’s true removal capability [22].
In this study, we aimed to elucidate the adsorption properties of ciprofloxacin, ofloxacin by corncob biochar produced by simple kilns manufactured in developing countries. Our adsorption experiments were then conducted at concentrations that reflected the actual application conditions for removing FQs in hospital wastewater. We also examined the adsorption of a novel delafloxacin as the newest FQ compared to ciprofloxacin and ofloxacin as conventional FQs, because DLX showed extreme toxicity in vitro than other FQs [23]. Moreover, we anticipate increasing delafloxacin prescriptions in developing countries concerning its potent therapeutic [24].
2 Materials and methods
2.1 Production and characterization of biochar
The pyrolysis of corncobs was performed using a simple kiln (Fig. 1) in the Bio-Energy research center at Maejo University, Chiang Mai, Thailand. The corncobs obtained from a farmer were naturally dried outdoor for 1 week to remove excess moisture (Fig. 2a). A steel can of about 20 L was used as a pyrolysis reactor to which dried corncobs of 1.7 kg were stuffed. The firewood of about 20 kg was burned in the kiln. The temperature was monitored by a thermocouple sensor (K-type, HTK0251, HAAKO Electric Co., Ltd., Japan). A digital temperature controller (E5CB, Omron Co., Japan) was used as a thermometer. Then, the kiln was heated for about 2 h, and the temperature was manually controlled at around 600 °C by controlling air supply (Fig. 3). After the pyrolysis, the weight of carbonized corncobs was measured. Next, the carbonized corncobs (Fig. 2b) were milled and passed two mesh size sieves to obtain particles of approximately 1.5–3 mm in diameter. The biochar was washed with tap water and deionized water. The wash water changed from pH 9.6 to pH 7.2 due to removing the remaining ash. The corncob biochar was dried in an oven at 105 °C for 2 h. We observed the dried corncob biochar using a scanning electron microscope (HITACHI TM3030Plus, Japan).
2.2 Experiments on iodine adsorption
The dried corncob biochar of around 5 g was agitated in a 500-mL beaker with ultra-pure water; then, it was set in a decompressed chamber for a half-day using a magnetic stirrer to expel air in pores. Water content wt (%) of the wet biochar was measured (n = 5) using the dry oven at 105 °C for 2 h to calculate the dry weight. Two Erlenmeyer flasks of 500 mL contained 50-mM and 25-mM iodine solutions of 250 mL. Each iodine solution was diluted from a 0.5-M iodine solution (Nacalai Tesque, INC, Japan). Then, biochar of 3.93 dry-g and 3.94 dry-g were put to the 50-mM flask and the 25-mM flask. Each flask was rotated with 140 rpm at 20 ± 1 °C for 48 h using a thermostatic shaker (BIO-Shaker BR-40LF, TAITEC, Co., Japan). Ten milliliters of sample water was collected from each flask at 0, 1, 2, 4, 12, 24, 36, 42, and 48 h after the start of shaking. The iodine concentration in each sample was measured by a titration method by sodium thiosulfate solution of 0.1003 M (Nacalai Tesque, INC, Japan). This titration was performed by the standard method of iodine adsorption on activated carbon [25]. Since the volume Vj decreased by each sample collection, we estimated the adsorbed quantity of iodine ADIk (mol) as follows:
where V0 = 0.25 L, V2 = 0.24 L, …, V8 = 0.17 L, iodine concentration Cj (mmol) at each time 0 h (j = 1), 1 h (j = 2), …, 48 h (j = 9).
To obtain the adsorption isotherm, we prepared 8 Erlenmeyer flasks of 100 mL with iodine solutions of 20 mL of 0.005 mM, 0.01 mM, 0.02 mM, 0.04 mM, 0.08 mM, 0.125 mM, 0.16 mM, and 0.25 mM with the biochar of 0.24 g, 0.24 g, 0.23 g, 0.24 g, 0.24 g, 0.23 g, 0.23 g, and 0.23 g as dry weight, respectively. Then, three flasks were prepared to control no biochar to evaluate the iodine adsorption on the flask’s surface. Each flask was rotated with 140 rpm at 20 ± 1 °C for 48 h.
2.3 Experiments on FQ adsorption
Ciprofloxacin (LKT Laboratories Inc., St. Paul, MN, USA), and ofloxacin (Wako Pure Chemical Industry, Ltd., Tokyo, Japan) and delafloxacin (Sigma Aldrich, St. Louis, MO, USA) were purchased. Each stock solution of each FQ of 50 mg/L was prepared by dilution using ultra-pure water (PURELAB flex 2, ELGA Lab Water, UK). CFX, OFX, and DLX of 500 mL (250 μg/L) in Erlenmeyer flasks of 1 L were prepared with 0.65 g (dry) biochar. Each flask was rotated with 140 rpm at 20 ± 1 °C for 48 h using a thermostatic shaker (BIO-Shaker BR-40LF, TAITEC Co, Japan). Thirty-seven milliliters of sample water was collected from each flask at 2, 5, 10, 20, 40, and 80 min, then 4, 8, 12, 24, and 48 h after the start of shaking. We used Eq. (1) for the kinetics data analysis as well as the iodine.
Adsorption isotherm experiments of three FQs were performed using eight different initial concentrations of 100, 200, 300, 400, 600, 800, 1000, and 1200 μg/L. Biochar of 0.054 g (dry) was placed in each 100 mL Erlenmeyer flask containing 50 mL of each different concentration FQ solution. All flasks were rotated with 140 rpm at 20 ± 1 °C using the same thermostatic shaker. Finally, 48 mL of each sample water was collected after shaking for 24 h for HPLC analysis.
HPLC analysis method was modified from a previous study. The detail is described in the supporting information.
2.4 Data analysis
In the kinetics experiments, we used the pseudo-first-order (PFO) model and pseudo-second-order (PSO) model [26] as follows:
where qt (μg/g) is the adsorption amounts, k1 (h−1) and k2 (g μg−1 h−1) are the rate constants of PFO and PSO, and qmax (μg/g) and qe (μg/g) are the maximum amounts of adsorption.
In the adsorption isotherm experiments, Langmuir model and Freundlich model were used.
where qe (μg/g) is the adsorption capacity per unit mass adsorbent at the equilibrium, Qmax (μg/g) is the maximum adsorption capacity, and KL (L/μg) is the surface adsorption affinity constant. Ce (μg/L) is the adsorbate concentration in aqueous solution at the equilibrium, KF (μg1 − n Ln/g) is the Freundlich coefficient, and n is the dimensionless number as the Freundlich empirical constant.
We compared the goodness of two non-linear models in the adsorption kinetics and the adsorption isotherm based on Akaike information criteria (AIC) [27]. All non-linear regressions were performed using nls() function in statistical computing software R (ver.3.6.1) (http://www.rstudio.com/.)
3 Results and discussion
3.1 Production and characterization of corncob biochar
The temperature inside the kiln rose for 30 min and then reached about 650 °C; then, it gradually decreased to 520 °C at 2 h after the start, as shown in Fig. 3. The control of pyrolysis temperature significantly produces good quality biochar [16]. Higher temperature settings than optimal temperature can reduce functional groups such as -COOH and -OH and increase the aromatic C fraction in corncob biochar [15]. The high microporous corncob biochar could be achieved in the range of 500–600 °C [15]. This study successfully retained temperature in the kiln from 650 to 530 °C for 90 min. On the other hand, the biochar yield was approximately 25% of the total of 1.7-kg corncobs. This yield is comparable in the previous study [28].
Around 20 kg of firewood was totally consumed to obtain the biochar of 420 g. The carbonized corncobs were milled and sieved to achieve particles of corncob biochar from 1.5 to 3 mm in diameter, as shown in Fig. 2c. In this study, we used a bigger particle comparing to other research, as mention beforehand. In general, powder biochar is useful as an adsorbent. However, biochar particles that are too small are not suitable to make a column reactor because sufficient water permeability is required. Also, it is actually reported that biochar particles of 1–5 mm in size could effectively remove pharmaceutically active compounds [29]. The SEM image on the corncob biochar in Fig. 2d presented the porous structure. Each pore’s diameter is typically less than about 30 μm that is the same pore size as a previous study [17].
3.2 The iodine adsorption experiments
We performed iodine adsorption experiments to evaluate the surface area of the produced corncob biochar as an adsorbent. First of all, we needed to determine the adequate time to achieve the adsorption equilibrium. Changes of iodine adsorption on the corncob biochar were shown in Fig. 4a. It was found that the control flask without biochar also adsorbed a small amount of iodine in 42 h and 48 h. Thus, the plots on the amounts of adsorbed iodine for 50 mM and 25 mM initial iodine concentrations were subtracted from the control’s adsorbed iodine. Non-linear regression using PFO model resulted in the estimation value of the rate constant k = 0.136 ± 0.050 h−1 in Eq. (2) for the 50 mM iodine and k = 0.128 ± 0.042 h−1 for the 25 mM. The characteristic time (= 1/k) was calculated as 7.33 h (50 mM) and 7.78 h (25 mM), respectively. The adsorption isotherm experiment was incubated for 48 h, as six times the characteristic time is a reasonable time to reach equilibrium. The solid curve on the plot shows the Langmuir model fitted by non-linear regression, as shown in Fig. 4b. The parameters Qmax = 2.424 ± 0.188 mmol/g and KL = 83.004 ± 30.494 L/mol in Eq.(4) were estimated.
Langmuir model principally assumes single-layer adsorption on the adsorbent. Therefore, the corncob biochar’s surface area can be calculated from the maximum number of iodine molecules adsorbed on the biochar. The maximum adsorbed iodine molecule is 1.46 ± 0.11 × 1021 (iodine atom per gram) was obtained. Mianowski et al. [30] estimated that iodine’s surface area was 0.2096 × 10−18 (m2 per iodine atom) from comparing the specific surface area by BET method and the iodine adsorption number on activated carbon. Thus, the surface area of 306 ± 24 m2/g is successfully estimated for corncob biochar using this iodine surface area. As reported, Liu et al. [15] estimated the 192 m2/g by BET method for the corncob biochar obtained by the pyrolysis temperature of 600 °C and residence time around 1 h [15]. Rodriguez et al. [31] and Hao et al. [16] also reported 80.14 m2/g (600 °C) and 25.6 m2/g (650 °C and 1 h) based on the BET method, respectively. Generally, the difference in pyrolysis temperature, heating rates, residence time, and natural feedstock could shift biochar surface characteristics. Considering that a simple kiln was used for production in Fig. 1, the surface area of 306 m2/g obtained is sufficient without any chemical modification, compared to the surface area of typical activated carbon of 1000 m2/g. The biochar should rely on a straightforward way in production and enough quality to approach developing countries; an intricate process or chemical treatment and its by-product could ground a decline in meaningful of eco-friendly technology.
3.3 Sorption of the three fluoroquinolones
3.3.1 Results of sorption kinetics and equilibrium
Figure 5 presents astonishing results: adsorption of about 68% CFX and 70% OFX was achieved only 2 min after starting the kinetics experiment, respectively. DLX’s adsorption was slower than CFX and OFX, but it was high enough as the adsorption rate reached 51% after 5 min. PFO and PSO models for kinetics analysis are represented by Eqs. (2) and (3). As shown in Table 1, the PSO model is a better model than the PFO model by AIC and RSE [32]. Each adsorbed amount qe of CFX and DLX on the biochar at equilibrium state is estimated to 152.3 ± 1.8 μg/g and 106.4 ± 5.8 μg/g, respectively. Then, 1.01 ± 0.265 g μg−1 h−1 and 0.076 ± 0.030 g μg−1 h−1 are obtained as the constant rate sorption of CFX and DLX, respectively.
In the PSO model, each half-saturation time t0.5 (= k2 qe) of 0.39 min, 0.15 min, and 7.42 min can be estimated for CFX, OFX, and DLX, respectively. Since the time constant T99.5 to achieve 99.5% sorption for the equilibrium is estimated as 200 times of t0.5, considering the Eq. (3), PSO and 200/201 = 0.995, 1.3 h, and 0.5 h are obtained for T99.5 of CFX and OFX, respectively. These results were remarkably shorter than 4 or 6 h for CFX’s sorption equilibrium time or other FQs [33]. On the other hand, there is no report to show DLX’s sorption in previous studies to date. We succeeded firstly to elucidate the sorption character of DLX. The sorption equilibrium time T99.5 of 24.7 h was revealed more than around twenty times longer than that of CFX or OFX.
They considered that this sorption equilibrium time of DLX, the incubation time of 24 h was adequate for the adsorption isotherm experiments. The results of the sorption isotherm experiments are presented in Fig. 6. AIC values in each FQs shown in Table 2 support that the Langmuir model is better. The maximum sorption capacities Qmax for CFX, OFX, and DLX are estimated to be 399.6 μg/g (1.21 μ mol/g), 306.0 μg/g (0.85 μ mol/g), and 93.9 μg/g (0.21 μ mol/g), respectively. These results reveal that DLX’s Qmax is about one-third to one-fourth of the Qmax of CFX and OFX.
Next, KL of both CFX and OFX in Table 2 presents the same value 0.003 L/μg, and that for DLX is 0.024 L/μg, which is 8 times higher than CFX and OFX. The parameter KL relates to the strength of binding (binding energy) between adsorbent and adsorbate [34]. Therefore, DLX’s binding energy’s experimental results are very high, but the maximum adsorption capacity is smaller than CFX and OFX are very interesting.
3.3.2 Discussion on sorption mechanism on corncob biochar
In this study, the obtained sorption capacities are smaller than the values in previous research. It was reported that CFX of 5 mg was adsorbed on 2-g biochar derived from rice husk [18]. One of the critical reasons for such a difference may be due to the different sizes of biochar. They used biochar with a small particle size of less than 0.4 mm compared to biochar from 1.5 to 3 mm in this study. However, large-sized particles are expected to enhance the filtration process’s performance, considering clogging in practical application.
Regarding the sorption properties of FQs, the different antibiotic derivatives seem to influence the binding strength by altering mechanism interaction, including physical binding, π–π electron donor-acceptor (EDA) interactions, hydrogen bonding, ion exchange, and electrostatic interactions, and complexation [10, 35, 36]. In particular, DLX has more halogen atoms than CFX and OFX, which can significantly impact adsorption. Namely, the halogen atom with intense electron negativity can act as the strong electron acceptor in a heteroaromatic ring [37]. Since the halogen atom can pull the π electron, π–π EDA interaction can be enhanced [38]. Both CFX and OFX have only one fluorine atom (Fig. 6a, b), while DLX has three fluorine and one chlorine, as shown in (Fig. 6c). Therefore, it is speculated that π–π EDA interaction between DLX and arene rings on the biochar surface can be stronger than between CFX (or OFX). The high electronegativity of fluorine and chlorine can also form hydrogen bonds with functional groups on the biochar [37, 39]. The total hydrogen bond acceptors such as O, N, Cl, and F attached to the DLX structure are higher than OFX and CFX (i.e., 11 > 8 > 7), respectively. This fact could contribute to establishing a hydrogen bond on biochar. Functional groups on biochar can also significantly affect the hydrogen bond formation and the cation exchange capacity [21, 40]. Carboxyl group contributes to hydrogen bonding interaction vis corncob biochar for 2,4-dichlorophenoxyacetic acid removal [17, 39]. The CFX structure and FQs contain a carboxylic group with pKa of 5.90–6.23 and tertiary amine with pKa of 8.28–8.89 [4]. At pH 7.2 of our experimental condition, the net charge of conventional FQs is negligible. However, DLX shows a negative charge because the secondary amine in the structure is removed, the primary amine in DLX’s side chain does not show the protonation at neutral pH [41].
On the other hand, the Qmax of FQs is related to the effective surface area (ESA) of antibiotics. As with the iodine molecule, the actual ESA could be calculated from the occupied area of the adsorbed molecule and Qmax. Likewise, by using a CFX dimension of 1.35 × 0. 3 × 0.74 nm and OFX of 1.2 × 0.95 × 0.6 nm [42, 43], the occupied surface area for one CFX molecule is estimated of 1.00 nm2 (= 1.35 nm × 0.74 nm), and for OFX molecule of 1.14 nm2 (= 1.2 nm × 0.95 nm), respectively. The ESA for CFX (SCFX) of 0.73m2/g and OFX (SOFX) of 0.58 m2/g is estimated. Currently, no accurate molecular size data for DLX is available. However, the DLX dimensions of 1.21 nm2 can be estimated under the assumption that the occupied area ratio for one molecule is proportional to the 2/3 power of the molecular weight ratio that MWCFX:MW OFX:MWDLX = 331.34: 361.36: 440.7 (data PubChem) [4]. Therefore, the ESA for DLX (SDLX) of 0.15 m2/g is estimated. In addition, the order of molecular dimension (i.e., I2 < CFX < OFX < DLX) correlates the inverse order of the occupying surface area (i.e., I2 > CFX > OFX > DLX). The simple fact can qualitatively explain this relationship that smaller molecules can diffuse into smaller pores.
However, we have considered the ESA of iodine results is too high and distinct from three FQs (i.e., 306 > 0.73 > 0.58 > 0.15 m2/g), respectively. For better understanding of this fact, we have to, of course, consider the pore size distribution of the biochar [16, 44, 45]. Although FQ’s size is about 1 nm or more, FQ’s hydration radius in water could influence the actual size of FQs. As already mentioned, more hydrogen bond acceptors in DLX than CFX and OFX can contribute significantly to the formation of thick hydrated layers. Therefore, it may be difficult for DLX to penetrate the micropore compared to CFX and OFX. Moreover, FQs contained much of the number of hydrogen bond acceptors (i.e., F, Cl, O, and N) as CFX of 7, OFX of 8, and DLX of 11 (data PubChem) could attribute to increasing FQ’s hydration radius compared to iodine. Thus, high effective adsorption areas of iodine could be obtained. On the other hand, the slower the diffusion, the slower the adsorption rate, so it is considered that the hydration radius also affects the adsorption rate [34]. Then the diffusion coefficient D is inversely proportional to the molecule’s dimension [46], given DEL is a slower sorption rate than OFX and CFX. However, to explain the kinetics rates of FQs quantitatively, it is necessary to determine radius of hydration of FQs. This knowledge is also vital for improving the adsorption properties of biochar for FQs, especially DLX. In future research, it is expected that the adsorption capacity will be significantly enhanced if the pyrolysis condition that can expand the pore diameter of charcoal to an appropriate size is possible concerning the hydration radius.
Finally, it should be mentioned that this experiment succeeded in producing biochar in a very simple kiln, which is easy for rural people in developing countries to build. Therefore, in order to lead to actual environmental improvement, it is important to show that biochars produced in such rural areas are effective as wastewater treatment materials in future research.
4 Conclusions
We succeeded in obtaining corncob biochar with a large surface area of 306 m2/g using a simple kiln and firewood for the carbonization. The pseudo-second-order model and Langmuir isotherm model were selected as a better model for the sorption kinetics and the sorption isotherm of the biochar for three fluoroquinolones CFX, OFX, and DLX. The kinetics sorption rate constant of DLX was significantly smaller than CFX and OFX. The maximum sorption capacity Qmax for DLX of 93.9 μg/g is lower than CFX (399.6 μg/g) and OFX (306.0 μg/g). On the other hand, the parameter KL, which relates to binding strength in the Langmuir model, for DLX is 8 times larger than CFX and OFX. We speculated that the maximum sorption capacity could be mainly determined by the pore size distribution of the corncob biochar and the molecular dimensions of FQs considering hydration. Finally, we discussed that these results might relate to the higher number of halogen atoms in DLX than in CFX and OFX; then, the difference of function groups and hydrogen bonds might also affect the three different absorption property characters FQs.
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Acknowledgments
We are grateful to Mr. Ueyama of Kyowakiden Co., Ltd. for taking the SEM image of the biochar. We especially thank the technical staff of the Renewable Energy Research Center of Maejo University. They kindly helped use the kiln to pyrolyze the corncob biochar.
Funding
This work was partially supported by JSPS KAKENHI Grant Number 20K20640.
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Dang, BT., Gotore, O., Ramaraj, R. et al. Sustainability and application of corncob-derived biochar for removal of fluoroquinolones. Biomass Conv. Bioref. 12, 913–923 (2022). https://doi.org/10.1007/s13399-020-01222-x
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DOI: https://doi.org/10.1007/s13399-020-01222-x