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Communication

Adsorption of Reactive Red 120 Dye by Polyamide Nylon 6 Microplastics: Isotherm, Kinetic, and Thermodynamic Analysis

by
Desara Afmataj
1,
Olympia Kordera
1,
Angeliki Maragkaki
1,
Vasileios A. Tzanakakis
1,
Ioannis Pashalidis
2,
Dimitrios Kalderis
3 and
Ioannis Anastopoulos
4,*
1
Department of Agriculture, School of Agricultural Sciences, Hellenic Mediterranean University, 71410 Heraklion, Greece
2
Department of Chemistry, University of Cyprus, P.O. Box 20537, 1678 Nicosia, Cyprus
3
Department of Electronic Engineering, School of Engineering, Hellenic Mediterranean University, 73100 Chania, Crete, Greece
4
Department of Agriculture, University of Ioannina, UoI Kostakii Campus, 47100 Arta, Greece
*
Author to whom correspondence should be addressed.
Water 2023, 15(6), 1137; https://doi.org/10.3390/w15061137
Submission received: 26 January 2023 / Revised: 6 March 2023 / Accepted: 9 March 2023 / Published: 15 March 2023

Abstract

:
In this work, we investigated the effect of various adsorption parameters (solution pH, temperature, contact time, and the presence of phosphate and nitrate ions) on the adsorption of Reactive Red 120 (RR120) dye by Polyamide Nylon 6 (PN6) microplastics (MPs). Maximum uptake was achieved at pH 2.0, and the temperature rise from 295 to 313 K resulted in the decrease of the RR120 sorption by PN6. Equilibrium was achieved after 7 h, and the adsorption kinetic data obeyed the pseudo-second-order kinetic model. The experimental adsorption data were better fitted by the Langmuir isotherm model, and the qm was found to be 3.96 mg/g at pH 2.0 and 295 K. Thermodynamic studies pointed out that the adsorption was spontaneous and exothermic, with decreasing entropy at the solution/solid interface. Future work will focus on the effect of aging on the adsorptive properties of PN6 toward RR120 dye.

1. Introduction

The presence of microplastics (MPs) in the environment has become a global issue due to their persistence and long-term presence in the ecosystem [1]. According to recent studies, MPs can act as carriers for toxic pollutants, since they can adsorb considerable amounts of pollutants and transport them into environmental compartments, including the biosphere [2,3]. Polyamides (also known as nylons), which are a group of synthetic polymers, have found applications in various fields due to their unique properties, such as mechanical strength, flexibility, toughness and resistance [4]. Nylon 6 (PN6) is one of the most manufactured nylons and is formed from caprolactam via ring-opening polymerization, leading to six-carbon chain units with amide and carbonyl functional groups [5]. Due to its excellent mechanical and thermal properties, as well as good adhesion and attractive visual characteristics [6], the polymer has many applications, such as in the textile, plastic, electronic and food industries [5].
Reactive Red 120 (RR120) is one of the dyes that is frequently used in the textile industry, due to its high level of chemical, biological, and photocatalytic stability [7]. RR120 is a dye that reacts directly with textile molecules, making the dye a part of the fabric. However, the dyeing processes produce enormous amounts of wastewater containing unreacted dyes. Untreated effluent discharges may interfere with the aquatic ecosystem, resulting in serious hazard. Treatment of RR120 is difficult because it is not effectively removed by conventional water-treatment technologies [8].
Preliminary work indicated that Reactive Red 120 (RR120) has a high affinity for various MPs, such as polyethylene (PE), polyvinyl chloride (PVC), and particularly PN6 [9]. Our previous study highlighted that the presence of the electronegative N and O in the PN6 polymeric structure may form H bonds and electrostatically interact with negatively charged moieties present in RR120. RR120 that has been adsorbed by PN6 can be further dispersed in the environment and enter the biosphere, thereby affecting living organisms. Hence, a comprehensive analysis based on isotherm, kinetic and thermodynamic analysis is required to provide more information on the adsorption mechanism.
Therefore, to have an in-depth understanding of the sorption behavior of RR120 onto PN6 microplastics, a batch equilibrium approach was performed. The effects of different adsorption parameters, such as solution pH, temperature, contact time, and the presence of other ions (e.g., phosphate and nitrate ions), were investigated. In addition, kinetic and thermodynamic modeling was also applied and discussed.

2. Materials and Methods

Polyamide nylon 6 powder (5–50 µm) was obtained from M/S Goodfellow. Reactive Red 120 (C44H24Cl2N14O20S6Na6, MW: 1469.98, called RR120) was obtained from M/S Merck (Europe). The amount of RR120 adsorbed at time t (Equation (1)) or the equilibrium state (Equation (2)) was determined using the following equations:
q t = ( C i C t ) V m
q e = ( C i C e ) V m
where Ci (mg/L) represents the starting RR120 concentration in the aqueous phase, Ct (mg/L) and Ce (mg/L) are the RR120 concentrations in the liquid phase at a given time (t) and at equilibrium, respectively, V (L) is the liquid phase volume, and m (g) is the mass of PN6 added.
The parameters of the experimental setup are summarized in Table 1. The parameter under investigation was varied, whereas the others were kept constant. Generally, in the experiments, the MPs’ mass (0.4 g), the volume (0.05 L), and the agitation rate (A.R. = 125 rpm) were kept constant. The residual RR120 concentration in the supernatant liquid was analyzed using a UV/VIS spectrophotometer (model) at λmax = 515 nm.
Table 2 presents the isotherms, kinetics and thermodynamic equations used for this study.
For isotherms and kinetics studies, Ce (mg/L) and qe (mg/g) are the equilibrium liquid-phase concentrations and amount of solute adsorbed at equilibrium, respectively.
The ΔH0 (enthalpy change) and ΔS0 (entropy change) were estimated using the following equations [15]:
Δ G 0 = Δ H 0 T Δ S 0    
Δ H 0 = R ( T 2 × T 1 T 2 T 1 ) ln ( K T 2 K T 1 )
where T2 and T1 are the two operational temperatures (T2 > T1); and KT1 and KT2 are the equilibrium constant K e 0 at T2 and T1, respectively.

3. Results and Discussion

3.1. Effect of Adsorption Parameters (pH, Contact Time, Temperature, and Co-Existing Anions)

The adsorption of RR120 and PN6 is mainly attributed to H-bonding and electrostatic interactions between the positively charged microplastic surface and the negatively charged dye molecule. Figure 1 shows the chemical structure of PN6 and the RR120 dye in aqueous solutions.
The effect of pH on the RR120 removal by PN6 microplastics was investigated in a pH range of 2 to 8 (Figure 2). It was observed that the uptake of RR120 by PN6 microplastics decreased from 3.7 to 1.93 mg/g as the pH increased from 2.0 to 7.8. RR120 has six sulfonate (R-SO3) groups that are easily deprotonated in aqueous solution and that, following the RR120 molecules (D-SO3H), are converted to anionic dye species (D–SO3) [16]. PN6 microplastic contains amide and amino groups, which are protonated under acidic conditions [17]. Thus, the maximum adsorption obtained under acidic conditions may be due to the electrostatic attraction that takes place between the dye’s sulfonate groups and the cationic functional groups on the surface [18]. Similar results have been reported by Munagapati et al. [16] who investigated the removal of RR120 by quaternary amine-modified orange-peel powder.
The effect of the contact time on the removal of RR120 by PN6 microplastics is illustrated in Figure 3. The uptake was found to rise with time, and equilibrium was reached after 7 h. Ay and Sarpaşar [19] found that the removal equilibrium of RR130 when using zeolite and Fe3O4@zeolite composites was attained between 30 and 50 min.
Figure 4 presents the effect of temperature (295 K and 313 K) on the adsorption of RR120 by PN6 microplastics. The increase of the initial concentration from 10 to 60 mg/L was found to enhance the adsorption capacity (the experimental qe values increased from 1.25 to 3.92 mg/g and from 1.18 to 3.39 mg/g at 295 K and 313 K, respectively). Similar results have also been observed by Jawad et al. [20], who investigated the adsorption of RR120 by cross-linked chitosan-epichlorohydrin biobeads. This is ascribed to higher initial concentrations, which provide an increased driving force to overcome mass transfer resistance of RR120 dye molecules between the aqueous and solid phases [21]. Regarding the temperature effect, the temperature rise from 295 K to 313 K led to a reduction of the adsorption capacity, indicating the exothermicity of the adsorption process. For example, at a concentration of 60 mg/L, the adsorption capacity was reduced from 3.92 to 3.39 mg/g. A similar trend has been noticed by Çelekli et al. [22], who investigated the removal of RR120 by Moringa oleifera seeds.
The effect of phosphate or nitrate ions on the adsorption of RR120 by PN6 is shown in Figure 5. According to the associated data, the presence of co-ions has a negligible effect on dye sorption, suggesting no antagonism effect between the dye and competing anions. This is in good agreement with our earlier study, which attributed the RR120 adsorption on PN6 both to Coulomb interactions between the anionic dye and the positively charged surface moieties and to the formation of hydrogen bonds between the hydroxy groups of RR120 and the carbonyl moieties of the PN6 surface [9]. This multisite interaction favors the adsorption of RR120 by PN6 compared to other simple anionic competitors such as phosphate and nitrate anions.

3.2. Isotherm, Kinetic and Thermodynamic Modeling

The adsorption experimental data were fitted to the L and F isotherm models, and the corresponding results are summarized in Table 3. Based on the regression coefficients R2, it was observed that for both temperatures the experimental data were better fitted to the Langmuir isotherm (R2 = 1 at 295 K and 313 K) model compared to the Freundlich isotherm model (R2 = 0.89 at 295 K and R2 = 0.93 at 313 K). Tabak et al. [23], who studied the uptake of RR120 by cetylpyridinium-modified bentonite, also found that the Langmuir isotherm model fitted the adsorption experimental data better. In another work, Cardoso et al. [18] investigated the removal of RR120 by Spirulina platensis microalgae and commercial activated carbon and found that the equilibrium data had the best fit with the Liu isotherm model.
The experimental kinetic data were fitted to the PS1 and PS2 kinetic models. The kinetic constants, which have been evaluated by PS1 and PS2 models, are k1 = 0.416 min−1 (qe,cal1 = 1.49 mg/g and R2 = 0.98) and k2 = 0.690 g/mg min (qe,cal2 = 3.40 mg/g and R2 = 1), respectively. Based on the results, the PS2 fits the associated experimental data pointed out by the corresponding R2 values better. Moreover, the calculated adsorption capacity value (qe,cal2 = 3.40) is similar to the corresponding experimental value (qe,exp = 3.40 mg/g). Ay and Sarpaşar [19], who investigated the removal of RR120 using natural zeolite and iron oxide-zeolite (Fe3O4@Z), have also found that the PS2 kinetic model fitted the experimental kinetic data better.
Regarding the thermodynamic parameters, the ΔG0 values were estimated to be −36.70 and −35.65 kJ/mol at 295 and 313 K, respectively, suggesting a spontaneity adsorption of RR120 onto PN6. The ΔH0 was found to be −53.92 kJ/mol, indicating the exothermicity of the adsorption of RR120 onto PN6 MPs. The ΔS0 was estimated at −0.058 kJ/mol K, implying a decreasing randomness in the solid/solution system interface during the adsorption process. A similar observation was also reported by Al Rubai et al. [24], who explored the adsorption of RR120 by bentonite modified with cetyltrimethylammonium bromide.

4. Conclusions and Future Works

The results of this work showed that PN6 MPs are capable of adsorbing and acting as carriers of RR120 dye. Dye uptake was strongly affected by the solution pH, contact time, and temperature, whereas the presence of nitrates or phosphates did not alter the adsorptive properties of PN6 MPs towards RR120 dye. The experimental data fitted better with the Langmuir and PS2 kinetic models. The thermodynamic studies indicated the spontaneity and exothermicity of the adsorption process. Future studies will focus on the exploration of the adsorption properties of PN6 MPs for RR120 dye uptake from real wastewater samples and column studies. Desorption studies in various water matrices will also be of particular interest. The effect of aging on the physicochemical characteristics of PN6 MPs and their effect on the adsorption of RR120 will also be investigated.

Author Contributions

Conceptualization, I.A. and I.P.; methodology, I.A., I.P. and D.K.; validation, I.A. and I.P.; formal analysis, I.A., I.P. and D.K.; investigation, D.A., O.K., A.M., V.A.T., I.A. and I.P.; resources, A.M., V.A.T., I.A. and I.P.; data curation, I.A. and I.P.; writing—original draft preparation, D.A., O.K., I.A. and I.P.; writing—review and editing, A.M., V.A.T., I.A., I.P. and D.K.; visualization, I.A. and I.P.; supervision, V.A.T., I.A. and I.P. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Data Availability Statement

Data is available upon request.

Conflicts of Interest

The authors declare no conflict of interest.

References

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Figure 1. Chemical structures of PN6 and the RR120 dye.
Figure 1. Chemical structures of PN6 and the RR120 dye.
Water 15 01137 g001
Figure 2. Effect of pH in a range of 2.0–8.0 on the adsorption of RR120 by PN6 microplastics. Experimental conditions: Ci = 40 mg/L, t = 24 h, pH = 2, A.G. = 125 rpm, solid/liquid ratio = 0.4 g/0.05 L, T = 295 K (n = 2).
Figure 2. Effect of pH in a range of 2.0–8.0 on the adsorption of RR120 by PN6 microplastics. Experimental conditions: Ci = 40 mg/L, t = 24 h, pH = 2, A.G. = 125 rpm, solid/liquid ratio = 0.4 g/0.05 L, T = 295 K (n = 2).
Water 15 01137 g002
Figure 3. Effect of contact time on the adsorption of RR120 onto PN6 microplastics in the time range between 0.5 and 48 h. Experimental conditions: Ci = 35 mg/L, pH = 2, A.R. = 125 rpm, solid/liquid ratio 0.4 g/0.05 L, T = 295 K (n = 2).
Figure 3. Effect of contact time on the adsorption of RR120 onto PN6 microplastics in the time range between 0.5 and 48 h. Experimental conditions: Ci = 35 mg/L, pH = 2, A.R. = 125 rpm, solid/liquid ratio 0.4 g/0.05 L, T = 295 K (n = 2).
Water 15 01137 g003
Figure 4. Isotherms of the adsorption of RR120 onto PN6 microplastics at 295 K and 313 K. Experimental setup: t = 24 h, pH = 2, A.R. = 125 rpm, solid/liquid ratio 0.4 g/0.05 L, Ci range: 10–60 mg/L (n = 2).
Figure 4. Isotherms of the adsorption of RR120 onto PN6 microplastics at 295 K and 313 K. Experimental setup: t = 24 h, pH = 2, A.R. = 125 rpm, solid/liquid ratio 0.4 g/0.05 L, Ci range: 10–60 mg/L (n = 2).
Water 15 01137 g004
Figure 5. The effect of N O 3 or P O 4 3 ions at various concentrations (10, 20, 80 and 100 mg/L) on the adsorption of RR120 by PN6 microplastics. Experimental conditions: Ci = 40 mg/L, t = 24 h, pH = 2, A.R. = 125 rpm, solid/liquid ratio = 0.4 g/0.05 L, and T = 295 K (n = 2) (y-axis presents the adsorption of dye in the presence of nitrates (blue) or phosphates (orange) at various concentrations (x-axis)).
Figure 5. The effect of N O 3 or P O 4 3 ions at various concentrations (10, 20, 80 and 100 mg/L) on the adsorption of RR120 by PN6 microplastics. Experimental conditions: Ci = 40 mg/L, t = 24 h, pH = 2, A.R. = 125 rpm, solid/liquid ratio = 0.4 g/0.05 L, and T = 295 K (n = 2) (y-axis presents the adsorption of dye in the presence of nitrates (blue) or phosphates (orange) at various concentrations (x-axis)).
Water 15 01137 g005
Table 1. The experimental setup for the RR120 adsorption by PN6 microplastics (read from left to right on each line for the different factors).
Table 1. The experimental setup for the RR120 adsorption by PN6 microplastics (read from left to right on each line for the different factors).
Starting Concentration (mg/L)pHTime of Contact (h)T (K) Presence   of   N O 3   or   P O 4 3
Initial concentration (mg/L)10–60224295 K-
pH402–7.824295 K-
Contact time (min or h)3520.5–48295 K-
Temperature (K)10–60224295 Κ and 313 Κ-
Presence of N O 3 or P O 4 3 40224295 K10–100
Table 2. Isotherms, kinetics and thermodynamic equations.
Table 2. Isotherms, kinetics and thermodynamic equations.
ExpressionEquation Constants
Langmuir (L) [10] q e = q m K L C e 1 + K L C e q m (mg/g): maximum monolayer adsorption capacity
K L (L/mg): constant related to the energy of sorption and equilibrium constant
Freundlich (F) [11] q e = K F C e 1 / n K F (mg/g)(L/mg)1/n: Freundlich constant
1/n (dimensionless): adsorption intensity parameter
Pseudo-first-order kinetic (PS1) [12] q t = q e ( 1 exp k 1 t ) qt (mg/g): the amount adsorbed at time t (min)
k1 (min−1): PS1 rate constant
Pseudo-second-order kinetic (PS2) [13] q t = k 2 q e 2 t 1 + k 2 q e t qt (mg/g): the amount adsorbed at time t (min)
k2 (g/mg min): PS2 rate constant
Gibbs [14] Δ G 0 = R T ln K e 0 Free energy change
Table 3. Equilibrium isotherm parameters for RR120 onto PN6 at 295 K and 313 K.
Table 3. Equilibrium isotherm parameters for RR120 onto PN6 at 295 K and 313 K.
T (K)Langmuir Freundlich
qm (mg/g)KL (L/mg)R2KF (mg/g)(L/mg)1/nnR2
2953.962.14812.325.340.89
3133.540.60711.503.750.93
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MDPI and ACS Style

Afmataj, D.; Kordera, O.; Maragkaki, A.; Tzanakakis, V.A.; Pashalidis, I.; Kalderis, D.; Anastopoulos, I. Adsorption of Reactive Red 120 Dye by Polyamide Nylon 6 Microplastics: Isotherm, Kinetic, and Thermodynamic Analysis. Water 2023, 15, 1137. https://doi.org/10.3390/w15061137

AMA Style

Afmataj D, Kordera O, Maragkaki A, Tzanakakis VA, Pashalidis I, Kalderis D, Anastopoulos I. Adsorption of Reactive Red 120 Dye by Polyamide Nylon 6 Microplastics: Isotherm, Kinetic, and Thermodynamic Analysis. Water. 2023; 15(6):1137. https://doi.org/10.3390/w15061137

Chicago/Turabian Style

Afmataj, Desara, Olympia Kordera, Angeliki Maragkaki, Vasileios A. Tzanakakis, Ioannis Pashalidis, Dimitrios Kalderis, and Ioannis Anastopoulos. 2023. "Adsorption of Reactive Red 120 Dye by Polyamide Nylon 6 Microplastics: Isotherm, Kinetic, and Thermodynamic Analysis" Water 15, no. 6: 1137. https://doi.org/10.3390/w15061137

APA Style

Afmataj, D., Kordera, O., Maragkaki, A., Tzanakakis, V. A., Pashalidis, I., Kalderis, D., & Anastopoulos, I. (2023). Adsorption of Reactive Red 120 Dye by Polyamide Nylon 6 Microplastics: Isotherm, Kinetic, and Thermodynamic Analysis. Water, 15(6), 1137. https://doi.org/10.3390/w15061137

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