| Literature DB >> 35012131 |
Olivia A Attallah1,2, Muhammad Azeem1, Efstratios Nikolaivits3, Evangelos Topakas3, Margaret Brennan Fournet1.
Abstract
Effective interfacing of energy-efficient and biobased technologies presents an all-green route to achieving continuous circular production, utilization, and reproduction of plastics. Here, we show combined ultragreen chemical and biocatalytic depolymerization of polyethylene terephthalate (PET) using deep eutectic solvent (DES)-based low-energy microwave (MW) treatment followed by enzymatic hydrolysis. DESs are emerging as attractive sustainable catalysts due to their low toxicity, biodegradability, and unique biological compatibility. A green DES with triplet composition of choline chloride, glycerol, and urea was selected for PET depolymerization under MW irradiation without the use of additional depolymerization agents. Treatment conditions were studied using Box-Behnken design (BBD) with respect to MW irradiation time, MW power, and volume of DES. Under the optimized conditions of 20 mL DES volume, 260 W MW power, and 3 min MW time, a significant increase in the carbonyl index and PET percentage weight loss was observed. The combined MW-assisted DES depolymerization and enzymatic hydrolysis of the treated PET residue using LCC variant ICCG resulted in a total monomer conversion of ≈16% (w/w) in the form of terephthalic acid, mono-(2-hydroxyethyl) terephthalate, and bis-(2-hydroxyethyl) terephthalate. Such high monomer conversion in comparison to enzymatically hydrolyzed virgin PET (1.56% (w/w)) could be attributed to the recognized depolymerization effect of the selected DES MW treatment process. Hence, MW-assisted DES technology proved itself as an efficient process for boosting the biodepolymerization of PET in an ultrafast and eco-friendly manner.Entities:
Keywords: Box-Behnken design; deep eutectic solvents; enzymatic hydrolysis; microwave depolymerization; polyethylene terephthalate
Year: 2021 PMID: 35012131 PMCID: PMC8747168 DOI: 10.3390/polym14010109
Source DB: PubMed Journal: Polymers (Basel) ISSN: 2073-4360 Impact factor: 4.329
Variables and levels in Box-Behnken experimental design for PET pretreatment.
| Level | ||||
|---|---|---|---|---|
| Independent Variables | −1 | 0 | 1 | Constrains |
| X1: MW time (min) | 1 | 2 | 3 | In the range |
| X2: MW power (W) | 100 | 250 | 400 | In the range |
| X3: Volume of DES (mL) | 20 | 35 | 50 | In the range |
Figure 1Schematic diagram for the proposed interactions of DES (composed of choline chloride/urea/glycerol in the ratio of 1:1:1) with PET via hydrogen bonding.
Figure 2FTIR spectra of: (a) choline chloride, (b) urea, (c) glycerol, and (d) DES (choline chloride/urea/glycerol in the ratio of 1:1:1).
Experimental matrix and observed responses for PET pretreatment in BBD.
| Independent Variable | Dependent Variable | |||||
|---|---|---|---|---|---|---|
| Run | X1 (min) | X2 (W) | X3 (mL) | Y1 | Y2 | Y3 (%) |
| 1 | 3 | 400 | 35 | 54.10 | 3.47 | 8.90 |
| 2 | 2 | 100 | 50 | 18.57 | 4.41 | 2.17 |
| 3 | 2 | 250 | 35 | 48.30 | 3.61 | 4.80 |
| 4 | 1 | 250 | 20 | 19.00 | 3.91 | 1.20 |
| 5 | 3 | 250 | 50 | 41.67 | 3.79 | 4.91 |
| 6 | 2 | 400 | 20 | 45.07 | 4.16 | 7.39 |
| 7 | 2 | 250 | 35 | 47.80 | 3.62 | 5.00 |
| 8 | 2 | 400 | 50 | 50.29 | 4.30 | 5.63 |
| 9 | 3 | 100 | 35 | 12.83 | 3.95 | 0.90 |
| 10 | 3 | 250 | 20 | 32.79 | 4.17 | 6.20 |
| 11 | 2 | 100 | 20 | 20.21 | 4.28 | 0.94 |
| 12 | 1 | 400 | 35 | 19.86 | 4.15 | 1.89 |
| 13 | 1 | 250 | 50 | 12.86 | 4.55 | 2.20 |
| 14 | 2 | 250 | 35 | 49.32 | 3.59 | 5.20 |
| 15 | 1 | 100 | 35 | 9.52 | 3.87 | 0.75 |
X1: MW irradiation time, X2: MW power, X3: volume of DES, Y1: crystallinity index, Y2: carbonyl index, and Y3: weight loss (%) at T0 of degradation.
Statistical analysis of measured responses for PET pretreatment.
| Fitting Model | Factors | Coefficient | ANOVA | |
|---|---|---|---|---|
| PET crystallinity index (Y1) | Intercept | 48.47 | ||
| X1 | 10.02 | <0.0001 | ||
| X2 | 13.52 | <0.0001 | ||
| X3 | 0.79 | 0.1290 | ||
| X1X2 | 7.73 | <0.0001 | ||
| X1X3 | 3.76 | 0.0017 | ||
| X2X3 | 1.71 | 0.0385 | ||
| X12 | −15.68 | <0.0001 | ||
| X22 | −8.72 | <0.0001 | ||
| X32 | −6.22 | 0.0002 | ||
| PET carbonyl index (Y2) | Intercept | 3.61 | ||
| X1 | −0.14 | <0.0001 | ||
| X2 | −0.054 | <0.0001 | ||
| X3 | 0.066 | 0.0005 | ||
| X1X2 | −0.19 | 0.0002 | ||
| X1X3 | −0.25 | <0.0001 | ||
| X2X3 | 2.5 × 10−3 | <0.0001 | ||
| X12 | 0.035 | 0.8048 | ||
| X22 | 0.22 | 0.0165 | ||
| X32 | 0.46 | <0.0001 | ||
| Weight loss of PET at T0 of degradation (Y3) | Intercept | 5.00 | ||
| X1 | 1.86 | <0.0001 | ||
| X2 | 2.38 | <0.0001 | ||
| X3 | −0.10 | 0.2060 | ||
| X1X2 | 1.72 | <0.0001 | ||
| X1X3 | −0.57 | 0.0023 | ||
| X2X3 | −0.75 | 0.0007 | ||
| X12 | −1.15 | 0.0001 | ||
| X22 | −0.74 | 0.0008 | ||
| X32 | −0.23 | 0.0825 |
X1: MW irradiation time, X2: MW power, X3: volume of DES, Y1: crystallinity index, Y2: carbonyl index, and Y3: weight loss (%) at T0 of degradation.
Figure 33D and contour plots of the effect of the interaction of (a) MW time (X1) and MW power (X2), (b) MW time (X1) and volume of DES (X3), and (c) MW power (X2) and volume of DES (X3) on the crystallinity index.
Figure 43D and contour plots of the effect of the interaction of (a) MW time (X1) and MW power (X2), (b) MW time (X1) and volume of DES (X3), and (c) MW power (X2) and volume of DES (X3) on the carbonyl index.
Figure 53D and contour plots of the effect of the interaction of (a) MW time (X1) and MW power (X2), (b) MW time (X1) and volume of DES (X3), and (c) MW power (X2) and volume of DES (X3) on PET weight loss (%).
The optimized PET pretreatment process with observed and predicted response values.
| Independent Variable | Optimized Level | ||
|---|---|---|---|
| X1: MW time (min) | 3.0 | ||
| X2: MW power (W) | 260 | ||
| X3: Volume of DES (mL) | 20.0 | ||
| Over all desirability | 0.59 | ||
| Dependent variables | Desirability | Expected | Observed |
| Y1: PET crystallinity index | Minimize | 33.39 | 32.98 |
| Y2: PET carbonyl index | Maximize | 4.14 | 4.22 |
| Y3: PET weight loss (%) | Maximize | 6.47 | 6.25 |
Monomer concertation after a four-day incubation of LCCv enzyme with the untreated and treated PET materials.
| Material | TPA (μΜ) | MHET (μΜ) | BHET (μΜ) |
|---|---|---|---|
| Untreated: Control | 0.55 ± 0.04 | 0.00 ± 0.00 | 0.00 ± 0.00 |
| Untreated: LCCv | 521.13 ± 23.22 | 287.04 ± 7.63 | 7.07 ± 0.36 |
| Treated: Control | 0.83 ± 0.04 | 0.20 ± 0.00 | 0.00 ± 0.00 |
| Treated: LCCv | 384.79 ± 4.91 | 158.83 ± 4.52 | 4.21 ± 0.06 |