Mekayla
DePaolis‡
a,
Sophie
De Respino‡
a,
Laxmicharan
Samineni
b,
Scott
Brighton
a and
Manish
Kumar
*a
aDepartment of Civil, Architectural and Environmental Engineering, University of Texas at Austin, Austin, Texas 78712, USA. E-mail: manish.kumar@utexas.edu
bDepartment of Chemical Engineering, University of Texas at Austin, Austin, Texas 78712, USA
First published on 29th November 2022
Coagulation is an important unit process of water treatment to decrease suspended and dissolved contaminants. However, the use of chemical coagulants, such as alum and ferric chloride, contributes to growing health concerns regarding aluminum exposure and sustainability concerns due to high sludge volumes. Bio-coagulants represent low-cost, sustainable alternatives to chemical coagulants. In this work, cottonseed meal extract, with an average protein content of 77.0 ± 13.5 μg mL−1, was investigated for its coagulation effectiveness and was shown to decrease turbidity by 90%, regardless of initial turbidity (62.5–717 NTU) and the age of extract (2–218 days). Varying doses of cottonseed meal extract protein (0.77–3.83 mg L−1) on turbidity removal were also investigated. The cottonseed meal extract was separated into carbohydrate and protein fractions to determine the active component and it was found that the protein fraction was primarily responsible for coagulation activity. The protein extract was further analyzed to investigate the proteins present in the cottonseed meal extract to identify several proteins including legumin and vicilin. This work details an effective bio-coagulant, cottonseed meal extract, which can achieve high turbidity removal due to its protein components.
Environmental significanceCoagulation is an integral part of water treatment that historically used chemicals to accomplish separation of suspended solids. Due to the high use of chemical and polymer-based materials, coagulation offers an opportunity to increase the sustainability of water treatment by minimizing the production of waste and toxic byproducts. The use of biological materials as potential alternatives to decrease the environmental impact of coagulation has been of wide interest over the years. In this work, we show that cottonseed meal, a large-scale byproduct of the cotton industry, can be used as an effective coagulant or a supplement to upcycle this low-value product and improve the sustainability of water treatment. |
Bio-coagulants represent a new class of water treatment materials that provide biodegradable alternatives to conventional chemical coagulants. Bio-coagulants produce a lower volume of sludge than metal salts and do not consume the alkalinity of the water in their coagulative process.10 In areas that lack extensive water treatment infrastructure, bio-coagulants could serve as an effective point-of-use water treatment method, especially if the coagulant is produced in the same area.11 Bio-coagulants could also replace or supplement chemical coagulants to mitigate sustainability concerns, sludge disposal, and cost. However, a disadvantage of bio-coagulants is the addition of organic matter to the water. This can increase microbial activity and require disinfection as an additional treatment process.12 Disinfection of organic-rich water then leads to further issues, such as the creation of toxic disinfection byproducts.13
Some bio-coagulants that have been investigated include common bean seed extract, chitosan, algal alginate, Moringa oleifera seed extract, and various other organic substances.14–18 Bio-coagulants are composed of various constituents including polysaccharides and proteins, both of which can contribute to coagulative mechanisms like adsorption, charge neutralization, and polymer bridging.7,19 Some bio-coagulants, like Moringa oleifera seed extract, have a suspected mechanism of coagulation: cationic protein MO2.1 and chitin-binding protein MoCBP.20,21 However, most coagulation mechanisms of other bio-coagulants remain unknown.22–24
The goal of this work was to investigate the coagulative ability of cottonseed (Gossypium hirsutum) extract and elucidate the potential mechanism for coagulation. Cottonseed, common bean (Phaseolus vulgaris), jack bean (Canavalia ensiformis), and other beans contain vicilin-type storage proteins that exhibit features useful to water treatment.25–27 The vicilin proteins bind to fungal cell walls and plasma membranes, resulting in fungal growth inhibition, a process similar to that of chitin-binding proteins.26 The presence of vicilin in cottonseed is an indicator that it may also show coagulative abilities found in seeds with chitin-binding proteins such as Moringa oleifera.
Cottonseed meal was selected to study as a potential coagulant source due to its genetic similarity to leguminous bio-coagulants and its status as a non-food plant product. Cottonseed meal is a waste byproduct of cotton and cottonseed oil production. For every 45.4 kg of cotton fiber produced, 70.3 kg of cottonseed are produced.28 Cottonseed meal is a byproduct of cottonseed oil production, and the US Department of Agriculture (USDA) National Agricultural Statistics Service estimates that 22679 kg of cottonseed meal will remain in inventory at the end 2022.29 Currently, cottonseed meal is used as a livestock feed protein supplement and a sustainable fertilizer due to its high protein and nutrient content.30,31 The proteins that make this meal useful in agriculture may also lend their properties to coagulative mechanisms that can be utilized in the water treatment process. This work investigated the potential of cottonseed extract for its coagulative abilities and determined the potential mechanism of this plant-based bio coagulant.
A potential drawback to using cottonseed meal as livestock feed is it contains a toxic substance called gossypol that limits its consumption.31–33 While this could also be a concern when considering its use as a water treatment substance, gossypol is insoluble in water and it only makes up 0.9–1.3% of cottonseed meal.34,35 Furthermore, the effects of gossypol can be mitigated by neutralization with soluble iron salts which could be accomplished by using cottonseed serum as a coagulant aid to ferric chloride instead of a complete replacement.34 Cottonseed meal has a high crude protein content of ∼45% and has already been ground and defatted through the processing to produce cottonseed oil.31 A previous study investigated the use of whole, milled cottonseed as a coagulant, after oil extraction by hexane followed by dissolution in distilled water. This work only reported a turbidity decrease of 55.51% for cottonseed serum induced coagulation and did not investigate coagulation mechanisms of the cottonseed meal extract.36 Another study on cottonseed extract in coagulation reported 35–40% turbidity removal of slaughterhouse wastewater.37 No study has investigated the mechanism of coagulation for cottonseed meal or optimized for higher turbidity removals. In this work, we studied the coagulation efficiency and underlying mechanism of cottonseed meal to address this particular gap in literature.
Carbohydrates present in cottonseed serum were determined using the total carbohydrate assay kit from Sigma-Aldrich. The standard curve and samples were prepared per the manufacturer's instructions and absorbance was measured at 490 nm using a BioTek plate reader. The total protein concentration of the cottonseed serums was evaluated using the Bradford Dye Reagent from Thermo Scientific. The standard curve and samples were prepared per the manufacturer's instructions using 0.15 M NaCl as background and absorbance was measured at 595 nm using a BioTek plate reader after 2 minutes of incubation.
To study the components of the cottonseed serum separately, acetone precipitation of the proteins within the serum was performed. Acetone at −20 °C was mixed with 10 mL of cottonseed serum at a 4:1 ratio and vortexed for 15 seconds. This mixture was incubated at −20 °C for at least 60 minutes. Following incubation, the acetone serum mixture was centrifuged at 3803g for 10 minutes at 4 °C. The supernatant, presumably containing the polysaccharide fraction of the serum, was purified using a rotary evaporator for an hour to evaporate the acetone. The water bath temperature, condenser temperature, and vacuum were set to 40 °C, −10 °C, and 390 mbar respectively during evaporation. The protein pellet obtained after evaporation was subjected to acetone precipitation to remove any remaining polysaccharide fraction before suspending in 10 mL of 0.15 NaCl.
12 μL of the protease-inhibited cottonseed serum was loaded onto a Novex™ 16% Tricine pre-cast SDS–PAGE gel from Thermo Fisher Scientific. To visualize protein bands, Laemmli buffer was added to the serum before loading and heated to 90 °C for 10 minutes. Coomassie staining was used after the separation of the proteins for 40 minutes at 150 V in a gel electrophoresis setup.
For performing mass spectrometry on the protein fraction, the same amount of serum was loaded and then run at 150 V to form a <5 mm wide band in a 12% hand-cast SDS–PAGE gel. This band was incised and analyzed at the University of Texas Austin Center for Biomedical Research Support Biological Mass Spectrometry Facility (RRID:SCR_021728) where they completed digestion and liquid chromatography-mass spectroscopy (LC-MS) to identify proteins within the serum. Following LC-MS identification, the online ExPASy ProtParam tool was used to find the molecular weight, theoretical pI, amino acid composition, and overall charge for selected proteins.38
For each set of jar test experiments, 200 mL of retained tap water was added to each reactor. Kaolin stock solution was added to obtain the desired initial turbidity, using a Hach portable turbidimeter Model 2100P. The turbidimeter was calibrated using formazin standards (0, 20, 100, 800 NTU). The target initial turbidity was 100 NTU unless otherwise noted. The volume of cottonseed serum added to each experiment was converted to protein concentration using the Bradford Dye results. After the desired amount of coagulant was added, the samples were mixed at 200 rpm for 1 minute and then 60 rpm for 30 minutes to simulate conventional coagulation and flocculation. The reactors were allowed to settle for 30 minutes before turbidity values were taken again. DI water was added in place of cottonseed serum as a control. The volume of DI water added was equivalent to the volume of cottonseed serum added for each experiment. In cases where cottonseed serum volume varied, the maximum volume was used for the control. The pH of the initial and final water was recorded using a Mettler Toledo FiveEasy pH probe. Initial and final dissolved organic carbon (DOC) was measured using a TOC-L Shimadzu Total Organic Carbon (TOC) Analyzer. Samples were filtered by 0.45 μm filters and acidified using phosphoric acid to a pH < 2. Experiments were performed in triplicate and standard deviation is included in the Results and discussion section.
Jar tests were also conducted using a groundwater sample. The composition is detailed in ESI (Table S2†). The groundwater was used without pH adjustment (pH 8.50) and at pH 6, 7, and 8. When pH was adjusted, hydrochloric acid was used. For DOC and groundwater matrix experiments, FeCl3 (Sigma-Aldrich, 97%) was used for a coagulant comparison. 1 mL of 1 g L−1 FeCl3 stock solution was used to reach a final concentration of 5 mg L−1 for all FeCl3 experiments. An overview of jar testing parameters and treated water quality is included in ESI (Tables S3 and S4†).
During storm events, turbidity levels can increase to over 100 NTU.40,41 To understand how cottonseed serum would perform if utilized for treating source waters with high turbidities, an initial turbidity range of 62.5–717 NTU was explored as this covers the range of most wastewaters and remains below the maximum detection limit of the turbidimeter without requiring dilution. A total protein dose of 1.16 mg L−1 was used for studying the effect of initial turbidity. For waters with initial turbidities greater than 62.5 NTU, the turbidity removal remained near 90% (Fig. 1B), showing cottonseed serum's potential as an initial water treatment step for a variety of feedwater types.
Fig. 1C shows the effect of adjusting the pH on the groundwater matrix. Ferric (5 mg L−1 dose) remains an effective coagulant at all pH values tested, while cottonseed serum effectiveness decreases with decreasing pH. This result may be due to the mixed protein content of cottonseed serum. At pH values above a protein's isoelectric point (pI), proteins have a negative charge and at pH values below the pI, proteins are positively charged.42 The mixed protein content of cottonseed serum likely includes proteins with varying pIs which can lead to charge neutralization and less destabilization of kaolin particles at different pH values.
The ability of cottonseed serum to coagulate synthetically turbid waters after being stored for longer time periods at −20 °C was evaluated (Fig. 2A). The protein dose for each experiment is shown in Fig. 1C. After being preserved for over 200 days, cottonseed serum still removed over 90% of turbidity. The protein content of the 218 day-old serum decreased by about 47.7% when compared to the 2 day-old serum but was still effective at treating turbid waters with an average turbidity removal of 91 ± 0.45%. The capability of this material to drastically decrease turbidity, even after over 6 months, shows its ability to withstand transport and storage over long periods of time.
The increase in organic carbon due to the use of biological coagulants is one of the concerns reported in the literature.43–45 A large increase in organic carbon could pose issues in large-scale water treatment as high DOC can decrease the effectiveness of disinfection methods and provide a food source for microorganisms, promoting their growth.46 The dissolved organic carbon (DOC) of the water before and after it was treated with varying amounts of cottonseed serum and DI water (control) was measured to understand the impact of using cottonseed meal as a coagulant. Initial turbidity for DOC experiments was 112.3 ± 23.3 NTU. Utilizing cottonseed serum in combination with a conventional coagulant did not decrease DOC values. A dose of 5 mg L−1 was selected for FeCl3 to minimize sludge production while maintaining high turbidity removal. Depending on environmental factors, the dose of chemical coagulants like alum and ferric can range from 2 to 30 mg L−1.47 A comparison of sludge generation between FeCl3 and cottonseed serum is included in ESI (Fig. S1†). The conventional coagulant and cottonseed serum perform identically in coagulation and sludge generation. However, use of the cottonseed serum imparts an addition of DOC to the water. Due to the high DOC imparted to the treated water by cottonseed serum, it may be best for cottonseed serum to be used as a point of use water treatment method and to avoid storing treated water for long periods of time. pH was measured before and after treatment and information can be found in the ESI (Table S6†). pH increased slightly with increasing cottonseed dose (pH range 8.03–8.6).
While the protein fractions still contain a significant amount of carbohydrate, experiments with these isolates can still give insight into which ingredients of the cottonseed serum are actively causing coagulation. The relative amount of carbohydrate to protein in the carbohydrate fraction is large enough to assume that the carbohydrate is the dominant constituent. The protein dose in the carbohydrate fraction was 0.12 mg L−1. Similarly, although the protein fraction has carbohydrates (8.9 mg L−1), the ratio of protein to carbohydrate is larger than in both the carbohydrate isolate and the original cottonseed serum.
The coagulative ability of the cottonseed serum and both its protein and carbohydrate fractions can be seen in Fig. 3B. When the concentration of carbohydrates was relatively high with respect to protein, the turbidity removal of the serum decreased drastically. This indicates that the 0.12 mg L−1 protein dose of the carbohydrate isolate is not sufficient to maintain high turbidity removal. When both carbohydrate and protein are present in the serum it functions as an effective coagulant. This indicates that the proteins within the serum are a necessary component of the coagulation effectiveness. While it cannot be determined whether the total carbohydrate is imperative to the function of the serum, in high concentrations with little to no protein (0.12 mg L−1 protein) it renders the cottonseed serum ineffective.
Fig. 4 (A) The table shows the top eight proteins with high peptide sequence similarity to proteins present in cottonseed serum sorted by decreasing molecular weight. The protein charge was calculated using ProtParam and positively charged proteins are in bold. A full list of proteins identified is available in the ESI.† (B) The SDS–PAGE gel of a protease inhibited sample of cottonseed serum shows bands near 55 kDa and 10–20 kDa. |
Previous studies on legume seed vicilin proteins illustrate their cell wall binding abilities, traditionally responsible for antimicrobial properties, that could be responsible for the coagulation mechanisms in cottonseed serum.26,27 The presence of these vicilin proteins in other seeds that can coagulate waters, across various studies, may indicate that the mechanisms of coagulation in cottonseed are at least partially dependent on vicilin seed storage proteins.27,53–56 2S albumin proteins with antimicrobial properties share high homology to cotton vicilin proteins.55 Chitin binding 2S albumin proteins within M. oleifera contain an amino acid sequence that is highly homologous to the cationic proteins (MO2.1 and MO2.2) within M. oleifera that is believed to be responsible for their coagulative abilities.22,24,57 A sequence alignment and structural alignment between a cottonseed meal serum protein (2S albumin seed storage protein-like) and chitin-binding 2S albumin precursor from M. oleifera shown in Fig. S2† demonstrate the homology between the two proteins.
The top eight most abundant proteins in the cottonseed serum reveal two positively charged proteins, vicilin C72 and legumin B (Fig. 4A). Kaolin particles are negatively charged at pH values greater than 2,58 indicating the importance of electrostatic interactions between kaolin and coagulant. Cationic vicilin C72 and legumin B proteins may provide a charge neutralization mechanism to coagulate kaolin particles and reduce turbidity.
The charge of each investigated protein was calculated using ProtParam on the ExPASy server.38 The results of this analysis can be found in Fig. 4A. Vicilin C72 and legumin B were found to have an overall positive charge. These cationic proteins may cause destabilization of water contaminants in solution through particle bridging or patch flocculation as they are positively charged polymers that can adsorb onto negatively charged contaminants.
Cottonseed serum was as effective in turbidity removal as a conventional coagulant, ferric chloride (5 mg L−1 dose). Because protein was found to be the primary agent responsible for coagulation, the protein dose can be compared to the ferric dose. A lower protein dose (by mass) achieves a similar reduction in turbidity to the conventional coagulant. Furthermore, the sludge produced by cottonseed meal is a biodegradable organic waste, unlike the conventional coagulants' inorganic sludge.
However, the DOC increase when using cottonseed serum in coagulation poses post-treatment challenges that need to be addressed. Isolating the protein fraction before use in coagulation may reduce DOC levels while maintaining effective coagulation. Future work should address organic load challenges and aim to minimize DOC increase due to cottonseed serum.
This work identified cottonseed meal serum as an effective coagulant and elucidated mechanisms for the coagulative capability. Proteins within cottonseed serum are necessary for it to function as a coagulant, potentially due to vicilin and legumin proteins. Overall, cottonseed serum is as effective as a conventional coagulant and more sustainable due to biodegradable sludge production.
Footnotes |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d2va00205a |
‡ These authors contributed equally to this work. |
This journal is © The Royal Society of Chemistry 2023 |